====================================================================================================
#loader.py
### canonically 
### torchrun --standalone --nproc_per_node=8 loader.py
### but for us, probably 
### set USE_LIBUV=0
### set RANK 
### set TORCH_CUDNN_SDPA_ENABLED=1
### torchrun --standalone --nproc_per_node=1 loader.py
import os
import sys
with open(sys.argv[0]) as f:
    code = f.read() # read the code of this file ASAP, for logging
import uuid
import glob
import time
from dataclasses import dataclass

import numpy as np
import torch
import bitsandbytes as bnb
from torch import nn
import torch.nn.functional as F
import torch.distributed as dist
import torch._inductor.config as config
from torch.nn.parallel import DistributedDataParallel as DDP

import pgptlformer

#wacky env stuff:
#import tritonpathsetter
#tritonpathsetter.set_cuda_paths()
#tritonpathsetter.add_cuda_files()

### modded-nanogpt distributed dataset loader
# -----------------------------------------------------------------------------
# their simple Distributed Data Loader

def _peek_data_shard(filename):
    # only reads the header, returns header data
    with open(filename, "rb") as f:
        # first read the header, which is 256 int32 integers (4 bytes each)
        header = np.frombuffer(f.read(256*4), dtype=np.int32)
    if header[0] != 20240520:
        print("ERROR: magic number mismatch in the data .bin file!")
        print("---> HINT: Are you passing in a correct file with --input_bin?")
        print("---> HINT: Dataset encoding changed recently, re-run data prepro or refer again to README")
        print("---> HINT: For example re-run: `python dev/data/tinyshakespeare.py`, then re-try")
        exit(1)
    assert header[1] == 1, "unsupported version"
    ntok = header[2] # number of tokens (claimed)
    return ntok # for now just return the number of tokens

def _load_data_shard(filename):
    with open(filename, "rb") as f:
        # first read the header, which is 256 int32 integers (4 bytes each)
        header = np.frombuffer(f.read(256*4), dtype=np.int32)
        assert header[0] == 20240520, "magic number mismatch in the data .bin file"
        assert header[1] == 1, "unsupported version"
        ntok = header[2] # number of tokens (claimed)
        # the rest of it are tokens, stored as uint16
        tokens = np.frombuffer(f.read(), dtype=np.uint16)
    assert len(tokens) == ntok, "number of tokens read does not match header?"
    return tokens

class DistributedDataLoader:
    def __init__(self, filename_pattern, B, T, process_rank, num_processes):
        self.process_rank = process_rank
        self.num_processes = num_processes
        self.B = B
        self.T = T

        # glob files that match the pattern
        self.files = sorted(glob.glob(filename_pattern))
        assert len(self.files) > 0, f"did not find any files that match the pattern {filename_pattern}"

        # load and validate all data shards, count number of tokens in total
        ntok_total = 0
        for fname in self.files:
            shard_ntok = _peek_data_shard(fname)
            assert shard_ntok >= num_processes * B * T + 1
            ntok_total += int(shard_ntok)
        self.ntok_total = ntok_total

        # kick things off
        self.reset()

    def reset(self):
        self.current_shard = 0
        self.current_position = self.process_rank * self.B * self.T
        self.tokens = _load_data_shard(self.files[self.current_shard])

    def advance(self): # advance to next data shard
        self.current_shard = (self.current_shard + 1) % len(self.files)
        self.current_position = self.process_rank * self.B * self.T
        self.tokens = _load_data_shard(self.files[self.current_shard])

    def next_batch(self):
        B = self.B
        T = self.T
        buf = self.tokens[self.current_position : self.current_position+B*T+1]
        buf = torch.tensor(buf.astype(np.int32), dtype=torch.long)
        x = (buf[:-1]).view(B, T) # inputs
        y = (buf[1:]).view(B, T) # targets
        # advance current position and load next shard if necessary
        self.current_position += B * T * self.num_processes
        if self.current_position + (B * T * self.num_processes + 1) > len(self.tokens):
            self.advance()
        return x.cuda(), y.cuda()

# -----------------------------------------------------------------------------

# downgrade to poor man's data loader:
# maybe superfluous bc distributed data loader started working
# delete? [ ]
def get_batch(split):
    # We recreate np.memmap every batch to avoid a memory leak, as per
    # https://stackoverflow.com/questions/45132940/numpy-memmap-memory-usage-want-to-iterate-once/61472122#61472122
    block_size = args.sequence_length
    batch_size = args.batch_size
    if split == 'train':
        data = np.memmap(os.path.join(data_dir, 'train.bin'), dtype=np.uint16, mode='r')
    else:
        data = np.memmap(os.path.join(data_dir, 'val.bin'), dtype=np.uint16, mode='r')
    ix = torch.randint(len(data) - block_size, (batch_size,))
    x = torch.stack([torch.from_numpy((data[i:i+block_size]).astype(np.int64)) for i in ix])
    y = torch.stack([torch.from_numpy((data[i+1:i+1+block_size]).astype(np.int64)) for i in ix])
    if device_type == 'cuda':
        # pin arrays x,y, which allows us to move them to GPU asynchronously (non_blocking=True)
        x, y = x.pin_memory().to(device, non_blocking=True), y.pin_memory().to(device, non_blocking=True)
    else:
        x, y = x.to(device), y.to(device)
    return x, y

### modded-nanogpt
### either 24/16*20=30 batches per 4090 or 24/32*20=15 batches per 4090, 
### depending on what kind of v100 tinystories used. 
@dataclass
class Hyperparameters:
    # data hyperparams
    input_bin : str = 'data/tinystories-pqt/tinystories-pqt_train_*.bin' # input .bin to train on
    input_val_bin : str = 'data/tinystories-pqt/tinystories-pqt_val_*.bin' # input .bin to eval validation loss on
    # optimization hyperparams
    batch_size : int = 4*64 # macrobatch size, in sequences, across all devices
    device_batch_size : int = 64 # batch size, in sequences, per device. try to increase/decrease by powers of 2
    sequence_length : int = 512 # sequence length, in tokens
    num_iterations : int = 40500 # number of iterations to run #target 8 hrs
    attack : int = 40 # 2*(1-betas)^-1
    release : int = 256 # number of iterations of linear warmup/warmdown for triangular or trapezoidal schedule
    weight_decay : float = 0
    # evaluation and logging hyperparams
    val_loss_every : int = 2000 # every how many steps to evaluate val loss? 0 for only at the end
    val_tokens : int = 5242880 # how many tokens of validation data? it's important to keep this fixed for consistent comparisons
    save_every : int = 12500 # every how many steps to save the checkpoint? 0 for only at the end
    run_name : str = "re-pqt-rmsXrmsx3-ATTNII_fast"
    # supercompute boilerplate
    ddp_run : bool = False #this stuff is so nyannoying
    device = "cuda" # examples: 'cpu', 'cuda', 'cuda:0', 'cuda:1' etc., or try 'mps' on macbooks
    torch_compile = True   #hahahaha
    use_z_loss = True
    z_loss_coefficient = 1e-4
args = Hyperparameters()

# convenience variables
B, T = args.device_batch_size, args.sequence_length
# set up DDP (distributed data parallel). torchrun sets this env variable
assert torch.cuda.is_available()

if args.ddp_run == True:
    dist.init_process_group(backend='nccl')
    ddp_rank = int(os.environ['RANK'])
    ddp_local_rank = int(os.environ['LOCAL_RANK'])
    ddp_world_size = int(os.environ['WORLD_SIZE'])
    device = f'cuda:{ddp_local_rank}'
    torch.cuda.set_device(device)
    print(f"using device: {device}")
    master_process = (ddp_rank == 0) # this process will do logging, checkpointing etc.
else:
    # if not ddp, we are running on a single gpu, and one process
    master_process = True
    seed_offset = 0
    ddp_world_size = 1
    ddp_rank = 0
    device = args.device
#tokens_per_iter = train_accumulation_steps * ddp_world_size * batch_size * block_size
#print(f"tokens per iteration will be: {tokens_per_iter:,}")


# calculate the number of steps to take in the val loop.
assert args.val_tokens % (B * T * ddp_world_size) == 0
val_steps = args.val_tokens // (B * T * ddp_world_size)
# calculate the steps of gradient accumulation required to attain the desired global batch size.
assert args.batch_size % (B * ddp_world_size) == 0
train_accumulation_steps = args.batch_size // (B * ddp_world_size)

# load tokens 
train_loader = DistributedDataLoader(args.input_bin, B, T, ddp_rank, ddp_world_size)
val_loader = DistributedDataLoader(args.input_val_bin, B, T, ddp_rank, ddp_world_size)
if master_process:
    print(f"Training DataLoader: total number of tokens: {train_loader.ntok_total} across {len(train_loader.files)} files")
    print(f"Validation DataLoader: total number of tokens: {val_loader.ntok_total} across {len(val_loader.files)} files")
x, y = train_loader.next_batch()

if master_process:
    print("Building model...")

#tinystories
#num_vocab=50304 for non-tinystories models
#qknorm="identitynorm" for nonqknorm models
layer_prefab = {"dim":768,"dim_head":64,"headcount":12,"ff_mult":4, 
"lambda":True,"layerwisenorm":"rmsnorm","qknorm":"dynamic_shape_rmsnorm", 
"attention_deux":True, "training_seqlen":args.sequence_length}
#global_prefab = {"vocab_size":8192, "num_layers":4}
#weird errors
global_prefab = {"vocab_size":50304, "num_layers":4}
config = {}
config.update(layer_prefab)
config.update(global_prefab)

model = pgptlformer.PGPT_Lformer(config)
if hasattr(config, "coordinate_descent_tuning"):
    config.coordinate_descent_tuning = True # suggested by @Chillee
model = model.to(device)
if args.torch_compile:
    model = torch.compile(model)

# here we wrap model into DDP container
if args.ddp_run:
    model = DDP(model, device_ids=[ddp_local_rank])
#raw_model = model.modules() # always contains the "raw" unwrapped model
ctx = torch.amp.autocast(device_type='cuda', dtype=torch.bfloat16)

if master_process:
    print("Model built.")

# CUDNN attention is ~4ms faster than Flash, but doesn't get selected by default in PyTorch 2.5.1
from torch.backends.cuda import enable_cudnn_sdp, enable_flash_sdp, enable_math_sdp, enable_mem_efficient_sdp
enable_cudnn_sdp(True)
enable_flash_sdp(True)
enable_mem_efficient_sdp(True)
enable_math_sdp(False)

# modded-nanogpt optimizer inits
adam1 = torch.optim.Adam([model.lambdaformer.what_the_embedder_doin.weight], lr=0.3,    betas=(0.9, 0.95) )
adam2 = torch.optim.Adam([model.tokenpicker_head.weight],                    lr=0.002,  betas=(0.9, 0.95) )
params = list(model.lambdaformer.blocks.parameters())
matrix_params = [p for p in params if p.ndim == 2]
scalar_params = [p for p in params if p.ndim < 2]
adam3 = bnb.optim.Adam8bit(matrix_params, lr=0.02, betas=(0.9, 0.95) ) #tune this, sensitive
adam4 = bnb.optim.Adam8bit(scalar_params, lr=0.02, betas=(0.9, 0.95) ) #???, less sensitive
optim_ensemble = [adam1, adam2, adam3, adam4]

# lr scheduler
def get_ASR_env(it):
    assert it <= args.num_iterations
    # A) the famous linear warmup back at it again
    if it < args.attack:
        return (it+1) / args.attack 
    # S) constant sustain
    elif it < args.num_iterations - args.release:
        return 1.0
    # R) release
    else:
        release_ratio = (args.num_iterations - it) / args.release
        return release_ratio

schedulers = [torch.optim.lr_scheduler.LambdaLR(opt, get_ASR_env) for opt in optim_ensemble]

# begin logging
if master_process:
    run_id = str(uuid.uuid4())
    if args.run_name is not None:
        sep="-"
        run_id = sep.join([args.run_name, run_id])
    
    logdir = 'logs/%s/' % run_id
    os.makedirs(logdir, exist_ok=True)
    logfile = 'logs/%s.txt' % run_id
    # create the log file
    with open(logfile, "w") as f:
        # begin the log by printing this file (the Python code)
        f.write('='*100 + '\n')
        f.write(code)
        f.write('='*100 + '\n')
        # log information about the hardware/software environment this is running on
        # and print the full `nvidia-smi` to file
        f.write(f"Running pytorch {torch.version.__version__} compiled for CUDA {torch.version.cuda}\nnvidia-smi:\n")
        import subprocess
        result = subprocess.run(['nvidia-smi'], stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
        f.write(f'{result.stdout}\n')
        f.write('='*100 + '\n')

training_time_ms = 0
# start the clock
torch.cuda.synchronize()
t0 = time.time()
# begin training
train_loader.reset()

for step in range(args.num_iterations + 1):
    last_step = (step == args.num_iterations)
    # This effectively ignores timing first 10 steps, which are slower for weird reasons.
    # Alternately, and slightly more correctly in terms of benchmarking, we could do 10
    # steps with dummy data first, and then re-initialize the model and reset the loader.
    if step == 10:
        training_time_ms = 0
        t0 = time.time()
    timed_steps = float('nan') if step <= 11 else (step - 10) + 1 # <= 11 to avoid bug in val

    # once in a while evaluate the validation dataset
    if (last_step or (args.val_loss_every > 0 and step % args.val_loss_every == 0)):
        # stop the clock
        torch.cuda.synchronize()
        training_time_ms += 1000 * (time.time() - t0)
        # run validation batches
        model.eval()
        val_loader.reset()
        val_loss = 0.0
        val_aux_loss = 0.0
        for _ in range(val_steps):
            x_val, y_val = val_loader.next_batch()
            with ctx: # of course, we'd like to use no_grad() here too, but that creates a torch.compile error for some reason
                _, loss, z_loss = model(x_val, y_val, return_logits=False, return_zloss=args.use_z_loss)
                val_loss += loss.detach()
                if z_loss is not None:
                    val_aux_loss += z_loss.detach()*args.z_loss_coefficient
                del loss, z_loss
        if args.ddp_run:
            dist.all_reduce(val_loss, op=dist.ReduceOp.AVG)
            dist.all_reduce(val_aux_loss, op=dist.ReduceOp.AVG)
        val_loss /= val_steps
        val_aux_loss /= val_steps
        # log val loss to console and to logfile
        if master_process:
            print(f'step:{step}/{args.num_iterations} val_loss:{val_loss:.4f} val_aux_loss:{val_aux_loss:.4f} train_time:{training_time_ms:.0f}ms step_avg:{training_time_ms/(timed_steps-1):.2f}ms')
            with open(logfile, "a") as f:
                f.write(f'step:{step}/{args.num_iterations} val_loss:{val_loss:.4f} val_aux_loss:{val_aux_loss:.4f} train_time:{training_time_ms:.0f}ms step_avg:{training_time_ms/(timed_steps-1):.2f}ms\n')
        # start the clock again
        torch.cuda.synchronize()
        t0 = time.time()

        if master_process and (last_step or (args.save_every > 0 and step % args.save_every == 0)):
            # stop the clock
            torch.cuda.synchronize()
            training_time_ms += 1000 * (time.time() - t0)
            # save the state of the training process
            log = dict(step=step, code=code, model=model.state_dict(), model_args=config, optim_ensemble=[opt.state_dict() for opt in optim_ensemble])
            torch.save(log, 'logs/%s/state_step%06d.pt' % (run_id, step))
            # start the clock again
            torch.cuda.synchronize()
            t0 = time.time()

    # bit confusing: we want to make sure to eval on 0th iteration
    # but also after the very last iteration. so we loop for step <= num_iterations
    # instead of just < num_iterations (one extra due to <=), only to do
    # the validation/sampling one last time, and then we break right here as we're done.
    if last_step:
        break

    # --- train time ---
    model.train()
    for i in range(1, train_accumulation_steps+1):
        # forward pass
        with ctx:
            _, loss, z_loss = model(x, y, return_logits=False, return_zloss=args.use_z_loss)
            train_loss = loss.detach()
            if z_loss is not None:
                train_aux_loss = z_loss.detach()*args.z_loss_coefficient
                loss = loss+z_loss*args.z_loss_coefficient
            else:
                train_aux_loss = 0
        # advance the dataset for the next batch
        x, y = train_loader.next_batch()
        # backward pass
        if args.ddp_run:
            if i < train_accumulation_steps:
                with model.no_sync(): # there's no need to sync gradients every accumulation step
                    loss.backward()
        else:
            loss.backward() # just sync on the last step

    for p in model.parameters():    #grad accum normalization?
        p.grad /= train_accumulation_steps
    # skip muon momentum warmup since we're adaming it
    #...
    # step the optimizers and schedulers
    for opt, sched in zip(optim_ensemble, schedulers):
        opt.step()
        sched.step()
    # null the gradients
    model.zero_grad(set_to_none=True)
    # --- train time is already over ---

     #dist.all_reduce(train_loss, op=dist.ReduceOp.AVG) # all-reducing the training loss would be more correct in terms of logging, but slower
    if master_process:
        approx_time = training_time_ms + 1000 * (time.time() - t0)
        print(f"step:{step+1}/{args.num_iterations} train_loss:{train_loss.item():.4f} aux_loss:{train_aux_loss.item():.4f} train_time:{approx_time:.0f}ms step_avg:{approx_time/timed_steps:.2f}ms")
        with open(logfile, "a") as f:
            f.write(f"step:{step+1}/{args.num_iterations} train_loss:{train_loss.item():.4f} aux_loss:{train_aux_loss.item():.4f} train_time:{approx_time:.0f}ms step_avg:{approx_time/timed_steps:.2f}ms\n")
if master_process:
    print(f"peak memory consumption: {torch.cuda.max_memory_allocated() // 1024 // 1024} MiB")

# clean up nice
if args.ddp_run:
    dist.destroy_process_group()====================================================================================================
Running pytorch 2.5.1+cu124 compiled for CUDA 12.4
nvidia-smi:
Sun Feb  2 02:54:26 2025       
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 551.61                 Driver Version: 551.61         CUDA Version: 12.4     |
|-----------------------------------------+------------------------+----------------------+
| GPU  Name                     TCC/WDDM  | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA GeForce RTX 4090      WDDM  |   00000000:01:00.0  On |                  Off |
| 30%   42C    P2             67W /  350W |    1932MiB /  24564MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+
                                                                                         
+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|    0   N/A  N/A      1496    C+G   C:\Windows\System32\dwm.exe                 N/A      |
|    0   N/A  N/A      2624    C+G   ...-desktop\RemoteDesktopCompanion.exe      N/A      |
|    0   N/A  N/A      2976    C+G   ...B\system_tray\lghub_system_tray.exe      N/A      |
|    0   N/A  N/A      3556    C+G   C:\Windows\explorer.exe                     N/A      |
|    0   N/A  N/A      4288    C+G   ...CBS_cw5n1h2txyewy\TextInputHost.exe      N/A      |
|    0   N/A  N/A      5700    C+G   ...64__8wekyb3d8bbwe\CalculatorApp.exe      N/A      |
|    0   N/A  N/A      6564    C+G   ...ekyb3d8bbwe\PhoneExperienceHost.exe      N/A      |
|    0   N/A  N/A      7444    C+G   C:\Program Files\VSCodium\VSCodium.exe      N/A      |
|    0   N/A  N/A      8884    C+G   ...1.0_x64__8wekyb3d8bbwe\Video.UI.exe      N/A      |
|    0   N/A  N/A      9636    C+G   ....Search_cw5n1h2txyewy\SearchApp.exe      N/A      |
|    0   N/A  N/A     12332    C+G   ...al\Discord\app-1.0.9180\Discord.exe      N/A      |
|    0   N/A  N/A     12688    C+G   ...cal\Microsoft\OneDrive\OneDrive.exe      N/A      |
|    0   N/A  N/A     13000    C+G   ...64__8wekyb3d8bbwe\CalculatorApp.exe      N/A      |
|    0   N/A  N/A     16068    C+G   ...\cef\cef.win7x64\steamwebhelper.exe      N/A      |
|    0   N/A  N/A     18804    C+G   ...a\Local\slack\app-4.41.98\slack.exe      N/A      |
|    0   N/A  N/A     19876    C+G   ...a\Local\slack\app-4.41.98\slack.exe      N/A      |
|    0   N/A  N/A     24308    C+G   ...5n1h2txyewy\ShellExperienceHost.exe      N/A      |
|    0   N/A  N/A     25332      C   ...rograms\Python\Python310\python.exe      N/A      |
+-----------------------------------------------------------------------------------------+

====================================================================================================
step:0/40500 val_loss:10.8258 val_aux_loss:0.0450 train_time:55ms step_avg:nanms
step:1/40500 train_loss:10.8258 aux_loss:0.0450 train_time:1429ms step_avg:nanms
step:2/40500 train_loss:10.8209 aux_loss:0.0450 train_time:2135ms step_avg:nanms
step:3/40500 train_loss:10.7760 aux_loss:0.0449 train_time:2844ms step_avg:nanms
step:4/40500 train_loss:10.7333 aux_loss:0.0448 train_time:3555ms step_avg:nanms
step:5/40500 train_loss:10.5359 aux_loss:0.0443 train_time:4261ms step_avg:nanms
step:6/40500 train_loss:10.2918 aux_loss:0.0438 train_time:4963ms step_avg:nanms
step:7/40500 train_loss:10.0036 aux_loss:0.0432 train_time:5669ms step_avg:nanms
step:8/40500 train_loss:9.6576 aux_loss:0.0426 train_time:6372ms step_avg:nanms
step:9/40500 train_loss:9.2988 aux_loss:0.0423 train_time:7078ms step_avg:nanms
step:10/40500 train_loss:8.7900 aux_loss:0.0415 train_time:7783ms step_avg:nanms
step:11/40500 train_loss:8.3590 aux_loss:0.0413 train_time:704ms step_avg:nanms
step:12/40500 train_loss:7.9079 aux_loss:0.0411 train_time:1411ms step_avg:nanms
step:13/40500 train_loss:7.5241 aux_loss:0.0419 train_time:2118ms step_avg:705.95ms
step:14/40500 train_loss:7.1348 aux_loss:0.0425 train_time:2821ms step_avg:705.24ms
step:15/40500 train_loss:6.8507 aux_loss:0.0436 train_time:3527ms step_avg:705.39ms
step:16/40500 train_loss:6.7252 aux_loss:0.0465 train_time:4230ms step_avg:705.02ms
step:17/40500 train_loss:6.4335 aux_loss:0.0456 train_time:4931ms step_avg:704.44ms
step:18/40500 train_loss:6.3386 aux_loss:0.0476 train_time:5636ms step_avg:704.48ms
step:19/40500 train_loss:6.2160 aux_loss:0.0484 train_time:6339ms step_avg:704.32ms
step:20/40500 train_loss:6.2881 aux_loss:0.0509 train_time:7049ms step_avg:704.90ms
step:21/40500 train_loss:6.2966 aux_loss:0.0523 train_time:7761ms step_avg:705.55ms
step:22/40500 train_loss:6.3205 aux_loss:0.0540 train_time:8470ms step_avg:705.85ms
step:23/40500 train_loss:6.7028 aux_loss:0.0561 train_time:9183ms step_avg:706.40ms
step:24/40500 train_loss:7.5747 aux_loss:0.0495 train_time:9911ms step_avg:707.92ms
step:25/40500 train_loss:6.2370 aux_loss:0.0469 train_time:10632ms step_avg:708.78ms
step:26/40500 train_loss:6.1184 aux_loss:0.0469 train_time:11345ms step_avg:709.05ms
step:27/40500 train_loss:6.0343 aux_loss:0.0471 train_time:12055ms step_avg:709.10ms
step:28/40500 train_loss:6.0599 aux_loss:0.0474 train_time:12791ms step_avg:710.61ms
step:29/40500 train_loss:6.0329 aux_loss:0.0468 train_time:13503ms step_avg:710.68ms
step:30/40500 train_loss:5.9696 aux_loss:0.0462 train_time:14213ms step_avg:710.66ms
step:31/40500 train_loss:5.9867 aux_loss:0.0472 train_time:14923ms step_avg:710.63ms
step:32/40500 train_loss:5.9910 aux_loss:0.0470 train_time:15635ms step_avg:710.70ms
step:33/40500 train_loss:5.9719 aux_loss:0.0467 train_time:16347ms step_avg:710.76ms
step:34/40500 train_loss:5.9376 aux_loss:0.0437 train_time:17057ms step_avg:710.71ms
step:35/40500 train_loss:6.0175 aux_loss:0.0443 train_time:17774ms step_avg:710.97ms
step:36/40500 train_loss:5.9143 aux_loss:0.0401 train_time:18488ms step_avg:711.09ms
step:37/40500 train_loss:5.9610 aux_loss:0.0422 train_time:19202ms step_avg:711.20ms
step:38/40500 train_loss:6.0129 aux_loss:0.0393 train_time:19919ms step_avg:711.41ms
step:39/40500 train_loss:5.9462 aux_loss:0.0440 train_time:20633ms step_avg:711.50ms
step:40/40500 train_loss:5.8844 aux_loss:0.0429 train_time:21345ms step_avg:711.49ms
step:41/40500 train_loss:5.9820 aux_loss:0.0421 train_time:22056ms step_avg:711.47ms
step:42/40500 train_loss:5.9236 aux_loss:0.0420 train_time:22771ms step_avg:711.58ms
step:43/40500 train_loss:5.9097 aux_loss:0.0437 train_time:23483ms step_avg:711.60ms
step:44/40500 train_loss:5.8361 aux_loss:0.0435 train_time:24195ms step_avg:711.62ms
step:45/40500 train_loss:5.9017 aux_loss:0.0429 train_time:24909ms step_avg:711.68ms
step:46/40500 train_loss:5.9321 aux_loss:0.0419 train_time:25622ms step_avg:711.73ms
step:47/40500 train_loss:5.8257 aux_loss:0.0422 train_time:26335ms step_avg:711.74ms
step:48/40500 train_loss:5.8299 aux_loss:0.0427 train_time:27053ms step_avg:711.91ms
step:49/40500 train_loss:5.8474 aux_loss:0.0426 train_time:27768ms step_avg:711.99ms
step:50/40500 train_loss:5.7796 aux_loss:0.0420 train_time:28484ms step_avg:712.11ms
step:51/40500 train_loss:5.8130 aux_loss:0.0422 train_time:29197ms step_avg:712.13ms
step:52/40500 train_loss:5.7711 aux_loss:0.0428 train_time:29914ms step_avg:712.24ms
step:53/40500 train_loss:5.7072 aux_loss:0.0425 train_time:30630ms step_avg:712.32ms
step:54/40500 train_loss:5.7137 aux_loss:0.0419 train_time:31343ms step_avg:712.35ms
step:55/40500 train_loss:5.6150 aux_loss:0.0425 train_time:32060ms step_avg:712.46ms
step:56/40500 train_loss:5.6568 aux_loss:0.0424 train_time:32780ms step_avg:712.62ms
step:57/40500 train_loss:5.6131 aux_loss:0.0423 train_time:33495ms step_avg:712.65ms
step:58/40500 train_loss:5.5632 aux_loss:0.0438 train_time:34209ms step_avg:712.69ms
step:59/40500 train_loss:5.5147 aux_loss:0.0437 train_time:34926ms step_avg:712.78ms
step:60/40500 train_loss:5.4987 aux_loss:0.0436 train_time:35646ms step_avg:712.92ms
step:61/40500 train_loss:5.5674 aux_loss:0.0452 train_time:36362ms step_avg:712.99ms
step:62/40500 train_loss:5.4507 aux_loss:0.0448 train_time:37084ms step_avg:713.14ms
step:63/40500 train_loss:5.3853 aux_loss:0.0443 train_time:37800ms step_avg:713.20ms
step:64/40500 train_loss:5.3767 aux_loss:0.0446 train_time:38518ms step_avg:713.29ms
step:65/40500 train_loss:5.2821 aux_loss:0.0455 train_time:39240ms step_avg:713.45ms
step:66/40500 train_loss:5.2777 aux_loss:0.0453 train_time:39959ms step_avg:713.55ms
step:67/40500 train_loss:5.3035 aux_loss:0.0452 train_time:40682ms step_avg:713.71ms
step:68/40500 train_loss:5.1812 aux_loss:0.0454 train_time:41398ms step_avg:713.76ms
step:69/40500 train_loss:5.1916 aux_loss:0.0456 train_time:42120ms step_avg:713.90ms
step:70/40500 train_loss:5.1556 aux_loss:0.0456 train_time:42842ms step_avg:714.03ms
step:71/40500 train_loss:5.1162 aux_loss:0.0457 train_time:43560ms step_avg:714.09ms
step:72/40500 train_loss:5.1335 aux_loss:0.0462 train_time:44273ms step_avg:714.08ms
step:73/40500 train_loss:5.0797 aux_loss:0.0469 train_time:44990ms step_avg:714.13ms
step:74/40500 train_loss:5.1160 aux_loss:0.0474 train_time:45709ms step_avg:714.20ms
step:75/40500 train_loss:4.9980 aux_loss:0.0475 train_time:46429ms step_avg:714.29ms
step:76/40500 train_loss:5.0591 aux_loss:0.0475 train_time:47149ms step_avg:714.37ms
step:77/40500 train_loss:5.0128 aux_loss:0.0485 train_time:47865ms step_avg:714.41ms
step:78/40500 train_loss:4.9900 aux_loss:0.0490 train_time:48584ms step_avg:714.48ms
step:79/40500 train_loss:5.0840 aux_loss:0.0493 train_time:49303ms step_avg:714.53ms
step:80/40500 train_loss:4.8923 aux_loss:0.0495 train_time:50019ms step_avg:714.56ms
step:81/40500 train_loss:4.8762 aux_loss:0.0502 train_time:50736ms step_avg:714.60ms
step:82/40500 train_loss:4.8219 aux_loss:0.0510 train_time:51458ms step_avg:714.70ms
step:83/40500 train_loss:4.8207 aux_loss:0.0518 train_time:52175ms step_avg:714.73ms
step:84/40500 train_loss:4.8172 aux_loss:0.0520 train_time:52892ms step_avg:714.76ms
step:85/40500 train_loss:4.7996 aux_loss:0.0525 train_time:53609ms step_avg:714.79ms
step:86/40500 train_loss:4.8463 aux_loss:0.0529 train_time:54334ms step_avg:714.93ms
step:87/40500 train_loss:4.7405 aux_loss:0.0531 train_time:55050ms step_avg:714.93ms
step:88/40500 train_loss:4.7251 aux_loss:0.0536 train_time:55767ms step_avg:714.96ms
step:89/40500 train_loss:4.6079 aux_loss:0.0538 train_time:56484ms step_avg:714.98ms
step:90/40500 train_loss:4.6336 aux_loss:0.0543 train_time:57201ms step_avg:715.01ms
step:91/40500 train_loss:4.6657 aux_loss:0.0548 train_time:57918ms step_avg:715.04ms
step:92/40500 train_loss:4.5824 aux_loss:0.0545 train_time:58635ms step_avg:715.06ms
step:93/40500 train_loss:4.5349 aux_loss:0.0543 train_time:59354ms step_avg:715.11ms
step:94/40500 train_loss:4.5094 aux_loss:0.0545 train_time:60073ms step_avg:715.16ms
step:95/40500 train_loss:4.5491 aux_loss:0.0540 train_time:60790ms step_avg:715.17ms
step:96/40500 train_loss:4.4815 aux_loss:0.0549 train_time:61507ms step_avg:715.20ms
step:97/40500 train_loss:4.4678 aux_loss:0.0545 train_time:62225ms step_avg:715.23ms
step:98/40500 train_loss:4.4814 aux_loss:0.0561 train_time:62941ms step_avg:715.24ms
step:99/40500 train_loss:4.4727 aux_loss:0.0550 train_time:63659ms step_avg:715.27ms
step:100/40500 train_loss:4.4325 aux_loss:0.0559 train_time:64377ms step_avg:715.30ms
step:101/40500 train_loss:4.3701 aux_loss:0.0559 train_time:65094ms step_avg:715.32ms
step:102/40500 train_loss:4.4371 aux_loss:0.0554 train_time:65813ms step_avg:715.36ms
step:103/40500 train_loss:4.3361 aux_loss:0.0569 train_time:66530ms step_avg:715.38ms
step:104/40500 train_loss:4.3781 aux_loss:0.0574 train_time:67275ms step_avg:715.69ms
step:105/40500 train_loss:4.3390 aux_loss:0.0563 train_time:68046ms step_avg:716.28ms
step:106/40500 train_loss:4.3730 aux_loss:0.0572 train_time:68791ms step_avg:716.58ms
step:107/40500 train_loss:4.3768 aux_loss:0.0571 train_time:69518ms step_avg:716.68ms
step:108/40500 train_loss:4.3748 aux_loss:0.0571 train_time:70237ms step_avg:716.70ms
step:109/40500 train_loss:4.2534 aux_loss:0.0578 train_time:70957ms step_avg:716.74ms
step:110/40500 train_loss:4.2881 aux_loss:0.0577 train_time:71676ms step_avg:716.76ms
step:111/40500 train_loss:4.2820 aux_loss:0.0583 train_time:72412ms step_avg:716.95ms
step:112/40500 train_loss:4.2939 aux_loss:0.0584 train_time:73153ms step_avg:717.18ms
step:113/40500 train_loss:4.2217 aux_loss:0.0583 train_time:73881ms step_avg:717.29ms
step:114/40500 train_loss:4.2924 aux_loss:0.0577 train_time:74628ms step_avg:717.58ms
step:115/40500 train_loss:4.1999 aux_loss:0.0580 train_time:75347ms step_avg:717.59ms
step:116/40500 train_loss:4.3124 aux_loss:0.0586 train_time:76096ms step_avg:717.89ms
step:117/40500 train_loss:4.2904 aux_loss:0.0582 train_time:76822ms step_avg:717.96ms
step:118/40500 train_loss:4.1633 aux_loss:0.0587 train_time:77561ms step_avg:718.16ms
step:119/40500 train_loss:4.2536 aux_loss:0.0583 train_time:78319ms step_avg:718.53ms
step:120/40500 train_loss:4.2849 aux_loss:0.0591 train_time:79091ms step_avg:719.01ms
step:121/40500 train_loss:4.2844 aux_loss:0.0597 train_time:79860ms step_avg:719.46ms
step:122/40500 train_loss:4.2178 aux_loss:0.0609 train_time:80627ms step_avg:719.88ms
step:123/40500 train_loss:4.2285 aux_loss:0.0584 train_time:81383ms step_avg:720.20ms
step:124/40500 train_loss:4.1763 aux_loss:0.0588 train_time:82144ms step_avg:720.56ms
step:125/40500 train_loss:4.2115 aux_loss:0.0600 train_time:82904ms step_avg:720.91ms
step:126/40500 train_loss:4.1453 aux_loss:0.0588 train_time:83647ms step_avg:721.10ms
step:127/40500 train_loss:4.0953 aux_loss:0.0585 train_time:84391ms step_avg:721.29ms
step:128/40500 train_loss:4.1273 aux_loss:0.0601 train_time:85134ms step_avg:721.48ms
step:129/40500 train_loss:4.1324 aux_loss:0.0588 train_time:85875ms step_avg:721.64ms
step:130/40500 train_loss:4.1119 aux_loss:0.0587 train_time:86619ms step_avg:721.82ms
step:131/40500 train_loss:4.1248 aux_loss:0.0592 train_time:87361ms step_avg:721.99ms
step:132/40500 train_loss:4.0899 aux_loss:0.0594 train_time:88097ms step_avg:722.11ms
step:133/40500 train_loss:4.1226 aux_loss:0.0583 train_time:88819ms step_avg:722.10ms
step:134/40500 train_loss:4.1252 aux_loss:0.0590 train_time:89538ms step_avg:722.08ms
step:135/40500 train_loss:4.1339 aux_loss:0.0576 train_time:90254ms step_avg:722.03ms
step:136/40500 train_loss:4.1052 aux_loss:0.0595 train_time:90975ms step_avg:722.02ms
step:137/40500 train_loss:4.1085 aux_loss:0.0594 train_time:91694ms step_avg:722.00ms
step:138/40500 train_loss:4.1451 aux_loss:0.0572 train_time:92413ms step_avg:721.98ms
step:139/40500 train_loss:4.0853 aux_loss:0.0583 train_time:93139ms step_avg:722.01ms
step:140/40500 train_loss:4.0731 aux_loss:0.0584 train_time:93862ms step_avg:722.02ms
step:141/40500 train_loss:4.1167 aux_loss:0.0584 train_time:94587ms step_avg:722.03ms
step:142/40500 train_loss:4.0391 aux_loss:0.0584 train_time:95322ms step_avg:722.13ms
step:143/40500 train_loss:4.0837 aux_loss:0.0580 train_time:96074ms step_avg:722.36ms
step:144/40500 train_loss:4.0128 aux_loss:0.0572 train_time:96829ms step_avg:722.60ms
step:145/40500 train_loss:4.0422 aux_loss:0.0579 train_time:97593ms step_avg:722.91ms
step:146/40500 train_loss:4.0057 aux_loss:0.0580 train_time:98321ms step_avg:722.95ms
step:147/40500 train_loss:4.0266 aux_loss:0.0568 train_time:99066ms step_avg:723.11ms
step:148/40500 train_loss:4.1012 aux_loss:0.0572 train_time:99809ms step_avg:723.25ms
step:149/40500 train_loss:3.9592 aux_loss:0.0585 train_time:100568ms step_avg:723.51ms
step:150/40500 train_loss:4.0008 aux_loss:0.0579 train_time:101314ms step_avg:723.67ms
step:151/40500 train_loss:3.9982 aux_loss:0.0566 train_time:102074ms step_avg:723.93ms
step:152/40500 train_loss:3.9508 aux_loss:0.0591 train_time:102818ms step_avg:724.07ms
step:153/40500 train_loss:3.9366 aux_loss:0.0589 train_time:103567ms step_avg:724.25ms
step:154/40500 train_loss:3.9565 aux_loss:0.0583 train_time:104306ms step_avg:724.35ms
step:155/40500 train_loss:3.9485 aux_loss:0.0562 train_time:105045ms step_avg:724.45ms
step:156/40500 train_loss:3.8862 aux_loss:0.0573 train_time:105818ms step_avg:724.78ms
step:157/40500 train_loss:3.9606 aux_loss:0.0587 train_time:106564ms step_avg:724.93ms
step:158/40500 train_loss:3.8962 aux_loss:0.0586 train_time:107287ms step_avg:724.91ms
step:159/40500 train_loss:3.8655 aux_loss:0.0581 train_time:108024ms step_avg:724.99ms
step:160/40500 train_loss:3.8583 aux_loss:0.0577 train_time:108756ms step_avg:725.04ms
step:161/40500 train_loss:3.9169 aux_loss:0.0566 train_time:109506ms step_avg:725.21ms
step:162/40500 train_loss:3.9401 aux_loss:0.0574 train_time:110266ms step_avg:725.43ms
step:163/40500 train_loss:3.8987 aux_loss:0.0577 train_time:111003ms step_avg:725.51ms
step:164/40500 train_loss:3.8158 aux_loss:0.0574 train_time:111774ms step_avg:725.81ms
step:165/40500 train_loss:3.8438 aux_loss:0.0565 train_time:112536ms step_avg:726.04ms
step:166/40500 train_loss:3.8668 aux_loss:0.0571 train_time:113268ms step_avg:726.08ms
step:167/40500 train_loss:3.8434 aux_loss:0.0573 train_time:114001ms step_avg:726.12ms
step:168/40500 train_loss:3.8722 aux_loss:0.0580 train_time:114733ms step_avg:726.16ms
step:169/40500 train_loss:3.8001 aux_loss:0.0575 train_time:115460ms step_avg:726.16ms
step:170/40500 train_loss:3.8879 aux_loss:0.0572 train_time:116193ms step_avg:726.20ms
step:171/40500 train_loss:3.9684 aux_loss:0.0579 train_time:116922ms step_avg:726.22ms
step:172/40500 train_loss:3.7649 aux_loss:0.0570 train_time:117651ms step_avg:726.24ms
step:173/40500 train_loss:3.8863 aux_loss:0.0568 train_time:118380ms step_avg:726.26ms
step:174/40500 train_loss:3.7574 aux_loss:0.0575 train_time:119107ms step_avg:726.26ms
step:175/40500 train_loss:3.8441 aux_loss:0.0585 train_time:119834ms step_avg:726.27ms
step:176/40500 train_loss:3.8144 aux_loss:0.0581 train_time:120561ms step_avg:726.27ms
step:177/40500 train_loss:3.8393 aux_loss:0.0580 train_time:121294ms step_avg:726.31ms
step:178/40500 train_loss:3.7847 aux_loss:0.0576 train_time:122032ms step_avg:726.38ms
step:179/40500 train_loss:3.7812 aux_loss:0.0564 train_time:122768ms step_avg:726.44ms
step:180/40500 train_loss:3.7284 aux_loss:0.0573 train_time:123496ms step_avg:726.45ms
step:181/40500 train_loss:3.7566 aux_loss:0.0580 train_time:124228ms step_avg:726.48ms
step:182/40500 train_loss:3.7669 aux_loss:0.0575 train_time:124961ms step_avg:726.52ms
step:183/40500 train_loss:3.6986 aux_loss:0.0565 train_time:125689ms step_avg:726.53ms
step:184/40500 train_loss:3.7121 aux_loss:0.0569 train_time:126421ms step_avg:726.56ms
step:185/40500 train_loss:3.6893 aux_loss:0.0576 train_time:127149ms step_avg:726.57ms
step:186/40500 train_loss:3.7140 aux_loss:0.0576 train_time:127876ms step_avg:726.57ms
step:187/40500 train_loss:3.7285 aux_loss:0.0563 train_time:128602ms step_avg:726.57ms
step:188/40500 train_loss:3.7523 aux_loss:0.0566 train_time:129341ms step_avg:726.64ms
step:189/40500 train_loss:3.6831 aux_loss:0.0576 train_time:130073ms step_avg:726.67ms
step:190/40500 train_loss:3.7420 aux_loss:0.0567 train_time:130800ms step_avg:726.67ms
step:191/40500 train_loss:3.7453 aux_loss:0.0576 train_time:131533ms step_avg:726.70ms
step:192/40500 train_loss:3.7911 aux_loss:0.0557 train_time:132262ms step_avg:726.71ms
step:193/40500 train_loss:3.6807 aux_loss:0.0569 train_time:132993ms step_avg:726.74ms
step:194/40500 train_loss:3.6853 aux_loss:0.0576 train_time:133721ms step_avg:726.75ms
step:195/40500 train_loss:3.6503 aux_loss:0.0572 train_time:134448ms step_avg:726.75ms
step:196/40500 train_loss:3.7040 aux_loss:0.0559 train_time:135175ms step_avg:726.75ms
step:197/40500 train_loss:3.6645 aux_loss:0.0557 train_time:135906ms step_avg:726.77ms
step:198/40500 train_loss:3.6289 aux_loss:0.0568 train_time:136637ms step_avg:726.79ms
step:199/40500 train_loss:3.6176 aux_loss:0.0584 train_time:137370ms step_avg:726.82ms
step:200/40500 train_loss:3.6683 aux_loss:0.0572 train_time:138102ms step_avg:726.85ms
step:201/40500 train_loss:3.6018 aux_loss:0.0559 train_time:138832ms step_avg:726.87ms
step:202/40500 train_loss:3.6795 aux_loss:0.0553 train_time:139561ms step_avg:726.88ms
step:203/40500 train_loss:3.6072 aux_loss:0.0562 train_time:140289ms step_avg:726.89ms
step:204/40500 train_loss:3.5666 aux_loss:0.0568 train_time:141019ms step_avg:726.90ms
step:205/40500 train_loss:3.6484 aux_loss:0.0568 train_time:141746ms step_avg:726.90ms
step:206/40500 train_loss:3.6020 aux_loss:0.0562 train_time:142476ms step_avg:726.92ms
step:207/40500 train_loss:3.6270 aux_loss:0.0561 train_time:143204ms step_avg:726.93ms
step:208/40500 train_loss:3.5825 aux_loss:0.0567 train_time:143931ms step_avg:726.93ms
step:209/40500 train_loss:3.6360 aux_loss:0.0565 train_time:144665ms step_avg:726.96ms
step:210/40500 train_loss:3.5425 aux_loss:0.0568 train_time:145398ms step_avg:726.99ms
step:211/40500 train_loss:3.5635 aux_loss:0.0564 train_time:146127ms step_avg:727.00ms
step:212/40500 train_loss:3.5431 aux_loss:0.0561 train_time:146861ms step_avg:727.03ms
step:213/40500 train_loss:3.5769 aux_loss:0.0564 train_time:147590ms step_avg:727.04ms
step:214/40500 train_loss:3.4889 aux_loss:0.0564 train_time:148318ms step_avg:727.05ms
step:215/40500 train_loss:3.5576 aux_loss:0.0563 train_time:149048ms step_avg:727.06ms
step:216/40500 train_loss:3.5103 aux_loss:0.0557 train_time:149778ms step_avg:727.08ms
step:217/40500 train_loss:3.5931 aux_loss:0.0560 train_time:150506ms step_avg:727.08ms
step:218/40500 train_loss:3.5577 aux_loss:0.0564 train_time:151236ms step_avg:727.10ms
step:219/40500 train_loss:3.6331 aux_loss:0.0562 train_time:151964ms step_avg:727.10ms
step:220/40500 train_loss:3.5346 aux_loss:0.0557 train_time:152692ms step_avg:727.10ms
step:221/40500 train_loss:3.5851 aux_loss:0.0552 train_time:153419ms step_avg:727.10ms
step:222/40500 train_loss:3.5482 aux_loss:0.0564 train_time:154148ms step_avg:727.11ms
step:223/40500 train_loss:3.5800 aux_loss:0.0560 train_time:154877ms step_avg:727.12ms
step:224/40500 train_loss:3.5219 aux_loss:0.0561 train_time:155610ms step_avg:727.15ms
step:225/40500 train_loss:3.5744 aux_loss:0.0565 train_time:156343ms step_avg:727.18ms
step:226/40500 train_loss:3.5165 aux_loss:0.0555 train_time:157075ms step_avg:727.20ms
step:227/40500 train_loss:3.5005 aux_loss:0.0553 train_time:157806ms step_avg:727.22ms
step:228/40500 train_loss:3.4015 aux_loss:0.0550 train_time:158536ms step_avg:727.23ms
step:229/40500 train_loss:3.5253 aux_loss:0.0552 train_time:159264ms step_avg:727.23ms
step:230/40500 train_loss:3.4847 aux_loss:0.0560 train_time:159999ms step_avg:727.27ms
step:231/40500 train_loss:3.4978 aux_loss:0.0559 train_time:160725ms step_avg:727.26ms
step:232/40500 train_loss:3.4267 aux_loss:0.0549 train_time:161457ms step_avg:727.28ms
step:233/40500 train_loss:3.4696 aux_loss:0.0550 train_time:162185ms step_avg:727.29ms
step:234/40500 train_loss:3.4199 aux_loss:0.0554 train_time:162914ms step_avg:727.29ms
step:235/40500 train_loss:3.4658 aux_loss:0.0547 train_time:163642ms step_avg:727.30ms
step:236/40500 train_loss:3.4396 aux_loss:0.0542 train_time:164368ms step_avg:727.29ms
step:237/40500 train_loss:3.5021 aux_loss:0.0541 train_time:165096ms step_avg:727.30ms
step:238/40500 train_loss:3.4619 aux_loss:0.0546 train_time:165822ms step_avg:727.29ms
step:239/40500 train_loss:3.5195 aux_loss:0.0549 train_time:166550ms step_avg:727.29ms
step:240/40500 train_loss:3.4090 aux_loss:0.0548 train_time:167277ms step_avg:727.29ms
step:241/40500 train_loss:3.4639 aux_loss:0.0548 train_time:168004ms step_avg:727.29ms
step:242/40500 train_loss:3.4862 aux_loss:0.0551 train_time:168737ms step_avg:727.31ms
step:243/40500 train_loss:3.4461 aux_loss:0.0546 train_time:169465ms step_avg:727.32ms
step:244/40500 train_loss:3.4078 aux_loss:0.0551 train_time:170194ms step_avg:727.33ms
step:245/40500 train_loss:3.4555 aux_loss:0.0551 train_time:170921ms step_avg:727.32ms
step:246/40500 train_loss:3.4150 aux_loss:0.0545 train_time:171651ms step_avg:727.34ms
step:247/40500 train_loss:3.3747 aux_loss:0.0538 train_time:172380ms step_avg:727.34ms
step:248/40500 train_loss:3.5050 aux_loss:0.0538 train_time:173109ms step_avg:727.35ms
step:249/40500 train_loss:3.3737 aux_loss:0.0545 train_time:173836ms step_avg:727.35ms
step:250/40500 train_loss:3.4273 aux_loss:0.0547 train_time:174564ms step_avg:727.35ms
step:251/40500 train_loss:3.3403 aux_loss:0.0544 train_time:175291ms step_avg:727.35ms
step:252/40500 train_loss:3.4663 aux_loss:0.0540 train_time:176021ms step_avg:727.36ms
step:253/40500 train_loss:3.3107 aux_loss:0.0542 train_time:176752ms step_avg:727.38ms
step:254/40500 train_loss:3.4210 aux_loss:0.0537 train_time:177478ms step_avg:727.37ms
step:255/40500 train_loss:3.3544 aux_loss:0.0536 train_time:178212ms step_avg:727.40ms
step:256/40500 train_loss:3.3983 aux_loss:0.0534 train_time:178946ms step_avg:727.42ms
step:257/40500 train_loss:3.3804 aux_loss:0.0538 train_time:179677ms step_avg:727.44ms
step:258/40500 train_loss:3.4151 aux_loss:0.0535 train_time:180404ms step_avg:727.44ms
step:259/40500 train_loss:3.3744 aux_loss:0.0535 train_time:181133ms step_avg:727.44ms
step:260/40500 train_loss:3.4089 aux_loss:0.0537 train_time:181859ms step_avg:727.43ms
step:261/40500 train_loss:3.4493 aux_loss:0.0531 train_time:182588ms step_avg:727.44ms
step:262/40500 train_loss:3.3362 aux_loss:0.0540 train_time:183315ms step_avg:727.44ms
step:263/40500 train_loss:3.4260 aux_loss:0.0528 train_time:184043ms step_avg:727.44ms
step:264/40500 train_loss:3.3020 aux_loss:0.0530 train_time:184775ms step_avg:727.46ms
step:265/40500 train_loss:3.3106 aux_loss:0.0534 train_time:185506ms step_avg:727.48ms
step:266/40500 train_loss:3.3130 aux_loss:0.0529 train_time:186236ms step_avg:727.49ms
step:267/40500 train_loss:3.2297 aux_loss:0.0526 train_time:186968ms step_avg:727.50ms
step:268/40500 train_loss:3.2853 aux_loss:0.0532 train_time:187699ms step_avg:727.52ms
step:269/40500 train_loss:3.3564 aux_loss:0.0532 train_time:188435ms step_avg:727.55ms
step:270/40500 train_loss:3.3066 aux_loss:0.0529 train_time:189166ms step_avg:727.56ms
step:271/40500 train_loss:3.3454 aux_loss:0.0526 train_time:189904ms step_avg:727.60ms
step:272/40500 train_loss:3.3488 aux_loss:0.0536 train_time:190635ms step_avg:727.62ms
step:273/40500 train_loss:3.3014 aux_loss:0.0532 train_time:191370ms step_avg:727.64ms
step:274/40500 train_loss:3.2886 aux_loss:0.0527 train_time:192101ms step_avg:727.66ms
step:275/40500 train_loss:3.3110 aux_loss:0.0527 train_time:192832ms step_avg:727.67ms
step:276/40500 train_loss:3.2632 aux_loss:0.0526 train_time:193564ms step_avg:727.68ms
step:277/40500 train_loss:3.3256 aux_loss:0.0524 train_time:194295ms step_avg:727.70ms
step:278/40500 train_loss:3.2691 aux_loss:0.0526 train_time:195031ms step_avg:727.73ms
step:279/40500 train_loss:3.2628 aux_loss:0.0524 train_time:195761ms step_avg:727.74ms
step:280/40500 train_loss:3.2658 aux_loss:0.0529 train_time:196493ms step_avg:727.75ms
step:281/40500 train_loss:3.2401 aux_loss:0.0530 train_time:197226ms step_avg:727.77ms
step:282/40500 train_loss:3.2725 aux_loss:0.0523 train_time:197956ms step_avg:727.78ms
step:283/40500 train_loss:3.2161 aux_loss:0.0527 train_time:198688ms step_avg:727.80ms
step:284/40500 train_loss:3.2458 aux_loss:0.0520 train_time:199422ms step_avg:727.82ms
step:285/40500 train_loss:3.2434 aux_loss:0.0517 train_time:200158ms step_avg:727.85ms
step:286/40500 train_loss:3.2376 aux_loss:0.0524 train_time:200890ms step_avg:727.86ms
step:287/40500 train_loss:3.2779 aux_loss:0.0518 train_time:201623ms step_avg:727.88ms
step:288/40500 train_loss:3.2469 aux_loss:0.0527 train_time:202352ms step_avg:727.88ms
step:289/40500 train_loss:3.2440 aux_loss:0.0515 train_time:203084ms step_avg:727.90ms
step:290/40500 train_loss:3.1879 aux_loss:0.0523 train_time:203820ms step_avg:727.93ms
step:291/40500 train_loss:3.2564 aux_loss:0.0519 train_time:204550ms step_avg:727.94ms
step:292/40500 train_loss:3.1932 aux_loss:0.0521 train_time:205286ms step_avg:727.97ms
step:293/40500 train_loss:3.1447 aux_loss:0.0523 train_time:206018ms step_avg:727.98ms
step:294/40500 train_loss:3.2046 aux_loss:0.0517 train_time:206748ms step_avg:727.99ms
step:295/40500 train_loss:3.1906 aux_loss:0.0524 train_time:207477ms step_avg:727.99ms
step:296/40500 train_loss:3.1966 aux_loss:0.0521 train_time:208209ms step_avg:728.00ms
step:297/40500 train_loss:3.2186 aux_loss:0.0510 train_time:208945ms step_avg:728.03ms
step:298/40500 train_loss:3.1565 aux_loss:0.0521 train_time:209677ms step_avg:728.04ms
step:299/40500 train_loss:3.1839 aux_loss:0.0518 train_time:210407ms step_avg:728.05ms
step:300/40500 train_loss:3.1787 aux_loss:0.0511 train_time:211138ms step_avg:728.06ms
step:301/40500 train_loss:3.1843 aux_loss:0.0522 train_time:211869ms step_avg:728.07ms
step:302/40500 train_loss:3.1836 aux_loss:0.0516 train_time:212606ms step_avg:728.10ms
step:303/40500 train_loss:3.1747 aux_loss:0.0520 train_time:213341ms step_avg:728.13ms
step:304/40500 train_loss:3.1898 aux_loss:0.0512 train_time:214071ms step_avg:728.13ms
step:305/40500 train_loss:3.1444 aux_loss:0.0511 train_time:214801ms step_avg:728.14ms
step:306/40500 train_loss:3.0963 aux_loss:0.0517 train_time:215533ms step_avg:728.15ms
step:307/40500 train_loss:3.1304 aux_loss:0.0513 train_time:216264ms step_avg:728.16ms
step:308/40500 train_loss:3.1095 aux_loss:0.0513 train_time:216996ms step_avg:728.17ms
step:309/40500 train_loss:3.1768 aux_loss:0.0514 train_time:217725ms step_avg:728.18ms
step:310/40500 train_loss:3.1448 aux_loss:0.0509 train_time:218458ms step_avg:728.19ms
step:311/40500 train_loss:3.1023 aux_loss:0.0516 train_time:219189ms step_avg:728.20ms
step:312/40500 train_loss:3.1584 aux_loss:0.0507 train_time:219918ms step_avg:728.21ms
step:313/40500 train_loss:3.1087 aux_loss:0.0510 train_time:220645ms step_avg:728.20ms
step:314/40500 train_loss:3.1417 aux_loss:0.0502 train_time:221376ms step_avg:728.21ms
step:315/40500 train_loss:3.1830 aux_loss:0.0515 train_time:222116ms step_avg:728.25ms
step:316/40500 train_loss:3.1697 aux_loss:0.0510 train_time:222850ms step_avg:728.27ms
step:317/40500 train_loss:3.1757 aux_loss:0.0504 train_time:223623ms step_avg:728.41ms
step:318/40500 train_loss:3.1103 aux_loss:0.0502 train_time:224341ms step_avg:728.38ms
step:319/40500 train_loss:3.0642 aux_loss:0.0506 train_time:225088ms step_avg:728.44ms
step:320/40500 train_loss:3.1733 aux_loss:0.0507 train_time:225873ms step_avg:728.62ms
step:321/40500 train_loss:3.1506 aux_loss:0.0507 train_time:226597ms step_avg:728.61ms
step:322/40500 train_loss:3.0722 aux_loss:0.0503 train_time:227341ms step_avg:728.66ms
step:323/40500 train_loss:3.1160 aux_loss:0.0501 train_time:228066ms step_avg:728.64ms
step:324/40500 train_loss:3.1042 aux_loss:0.0506 train_time:228871ms step_avg:728.89ms
step:325/40500 train_loss:3.0506 aux_loss:0.0506 train_time:229694ms step_avg:729.19ms
step:326/40500 train_loss:3.1219 aux_loss:0.0505 train_time:230417ms step_avg:729.17ms
step:327/40500 train_loss:3.0785 aux_loss:0.0500 train_time:231157ms step_avg:729.20ms
step:328/40500 train_loss:3.0934 aux_loss:0.0505 train_time:231899ms step_avg:729.24ms
step:329/40500 train_loss:3.0884 aux_loss:0.0497 train_time:232639ms step_avg:729.28ms
step:330/40500 train_loss:3.1054 aux_loss:0.0504 train_time:233359ms step_avg:729.25ms
step:331/40500 train_loss:3.1151 aux_loss:0.0498 train_time:234099ms step_avg:729.28ms
step:332/40500 train_loss:3.0090 aux_loss:0.0500 train_time:234817ms step_avg:729.25ms
step:333/40500 train_loss:3.0519 aux_loss:0.0501 train_time:235561ms step_avg:729.29ms
step:334/40500 train_loss:3.0742 aux_loss:0.0494 train_time:236283ms step_avg:729.27ms
step:335/40500 train_loss:3.0845 aux_loss:0.0505 train_time:237003ms step_avg:729.24ms
step:336/40500 train_loss:3.1184 aux_loss:0.0489 train_time:237722ms step_avg:729.21ms
step:337/40500 train_loss:3.1022 aux_loss:0.0489 train_time:238444ms step_avg:729.19ms
step:338/40500 train_loss:3.0453 aux_loss:0.0499 train_time:239165ms step_avg:729.16ms
step:339/40500 train_loss:3.0803 aux_loss:0.0494 train_time:239888ms step_avg:729.14ms
step:340/40500 train_loss:3.0489 aux_loss:0.0489 train_time:240610ms step_avg:729.12ms
step:341/40500 train_loss:3.0755 aux_loss:0.0490 train_time:241330ms step_avg:729.09ms
step:342/40500 train_loss:3.0427 aux_loss:0.0495 train_time:242091ms step_avg:729.19ms
step:343/40500 train_loss:3.0592 aux_loss:0.0484 train_time:242820ms step_avg:729.19ms
step:344/40500 train_loss:3.0255 aux_loss:0.0491 train_time:243540ms step_avg:729.16ms
step:345/40500 train_loss:3.0259 aux_loss:0.0491 train_time:244381ms step_avg:729.49ms
step:346/40500 train_loss:3.0731 aux_loss:0.0492 train_time:245164ms step_avg:729.65ms
step:347/40500 train_loss:3.0197 aux_loss:0.0490 train_time:245934ms step_avg:729.77ms
step:348/40500 train_loss:3.0092 aux_loss:0.0487 train_time:246671ms step_avg:729.80ms
step:349/40500 train_loss:3.1049 aux_loss:0.0485 train_time:247395ms step_avg:729.78ms
step:350/40500 train_loss:2.9795 aux_loss:0.0487 train_time:248127ms step_avg:729.79ms
step:351/40500 train_loss:2.9809 aux_loss:0.0483 train_time:248878ms step_avg:729.85ms
step:352/40500 train_loss:3.0353 aux_loss:0.0491 train_time:249608ms step_avg:729.85ms
step:353/40500 train_loss:3.0179 aux_loss:0.0485 train_time:250349ms step_avg:729.88ms
step:354/40500 train_loss:3.0034 aux_loss:0.0484 train_time:251077ms step_avg:729.87ms
step:355/40500 train_loss:3.0063 aux_loss:0.0483 train_time:251819ms step_avg:729.91ms
step:356/40500 train_loss:2.9693 aux_loss:0.0483 train_time:252555ms step_avg:729.93ms
step:357/40500 train_loss:3.0014 aux_loss:0.0481 train_time:253296ms step_avg:729.96ms
step:358/40500 train_loss:3.0079 aux_loss:0.0483 train_time:254039ms step_avg:730.00ms
step:359/40500 train_loss:2.9403 aux_loss:0.0477 train_time:254777ms step_avg:730.02ms
step:360/40500 train_loss:2.9995 aux_loss:0.0483 train_time:255516ms step_avg:730.05ms
step:361/40500 train_loss:2.9282 aux_loss:0.0474 train_time:256268ms step_avg:730.11ms
step:362/40500 train_loss:2.9419 aux_loss:0.0485 train_time:256997ms step_avg:730.11ms
step:363/40500 train_loss:2.9628 aux_loss:0.0482 train_time:257753ms step_avg:730.18ms
step:364/40500 train_loss:2.9475 aux_loss:0.0479 train_time:258507ms step_avg:730.24ms
step:365/40500 train_loss:3.0114 aux_loss:0.0483 train_time:259259ms step_avg:730.31ms
step:366/40500 train_loss:2.9159 aux_loss:0.0478 train_time:260012ms step_avg:730.37ms
step:367/40500 train_loss:2.9517 aux_loss:0.0477 train_time:260733ms step_avg:730.34ms
step:368/40500 train_loss:3.0087 aux_loss:0.0480 train_time:261452ms step_avg:730.31ms
step:369/40500 train_loss:2.9084 aux_loss:0.0475 train_time:262171ms step_avg:730.28ms
step:370/40500 train_loss:2.9137 aux_loss:0.0471 train_time:262891ms step_avg:730.25ms
step:371/40500 train_loss:2.9613 aux_loss:0.0478 train_time:263609ms step_avg:730.22ms
step:372/40500 train_loss:2.9802 aux_loss:0.0477 train_time:264345ms step_avg:730.24ms
step:373/40500 train_loss:2.9010 aux_loss:0.0473 train_time:265069ms step_avg:730.22ms
step:374/40500 train_loss:2.8966 aux_loss:0.0476 train_time:265789ms step_avg:730.19ms
step:375/40500 train_loss:2.9122 aux_loss:0.0471 train_time:266509ms step_avg:730.16ms
step:376/40500 train_loss:2.9896 aux_loss:0.0469 train_time:267231ms step_avg:730.14ms
step:377/40500 train_loss:2.8694 aux_loss:0.0467 train_time:267953ms step_avg:730.12ms
step:378/40500 train_loss:2.9472 aux_loss:0.0468 train_time:268679ms step_avg:730.11ms
step:379/40500 train_loss:2.8728 aux_loss:0.0471 train_time:269399ms step_avg:730.08ms
step:380/40500 train_loss:2.9102 aux_loss:0.0464 train_time:270126ms step_avg:730.07ms
step:381/40500 train_loss:2.9562 aux_loss:0.0475 train_time:270856ms step_avg:730.07ms
step:382/40500 train_loss:3.0140 aux_loss:0.0468 train_time:271587ms step_avg:730.07ms
step:383/40500 train_loss:2.9282 aux_loss:0.0462 train_time:272317ms step_avg:730.07ms
step:384/40500 train_loss:2.9370 aux_loss:0.0462 train_time:273045ms step_avg:730.07ms
step:385/40500 train_loss:2.8713 aux_loss:0.0465 train_time:273771ms step_avg:730.06ms
step:386/40500 train_loss:2.9333 aux_loss:0.0465 train_time:274499ms step_avg:730.05ms
step:387/40500 train_loss:2.9074 aux_loss:0.0465 train_time:275225ms step_avg:730.04ms
step:388/40500 train_loss:2.9542 aux_loss:0.0463 train_time:275952ms step_avg:730.03ms
step:389/40500 train_loss:2.9275 aux_loss:0.0461 train_time:276678ms step_avg:730.02ms
step:390/40500 train_loss:2.9086 aux_loss:0.0462 train_time:277402ms step_avg:730.01ms
step:391/40500 train_loss:2.8712 aux_loss:0.0462 train_time:278130ms step_avg:730.00ms
step:392/40500 train_loss:2.8783 aux_loss:0.0465 train_time:278858ms step_avg:730.00ms
step:393/40500 train_loss:2.9243 aux_loss:0.0457 train_time:279584ms step_avg:729.99ms
step:394/40500 train_loss:2.8755 aux_loss:0.0458 train_time:280308ms step_avg:729.97ms
step:395/40500 train_loss:2.9071 aux_loss:0.0460 train_time:281035ms step_avg:729.96ms
step:396/40500 train_loss:2.8772 aux_loss:0.0460 train_time:281761ms step_avg:729.95ms
step:397/40500 train_loss:2.8835 aux_loss:0.0462 train_time:282486ms step_avg:729.94ms
step:398/40500 train_loss:2.8549 aux_loss:0.0454 train_time:283208ms step_avg:729.92ms
step:399/40500 train_loss:2.8243 aux_loss:0.0452 train_time:283932ms step_avg:729.90ms
step:400/40500 train_loss:2.8204 aux_loss:0.0457 train_time:284657ms step_avg:729.89ms
step:401/40500 train_loss:2.8278 aux_loss:0.0452 train_time:285386ms step_avg:729.89ms
step:402/40500 train_loss:2.8712 aux_loss:0.0452 train_time:286110ms step_avg:729.87ms
step:403/40500 train_loss:2.8581 aux_loss:0.0453 train_time:286836ms step_avg:729.86ms
step:404/40500 train_loss:2.8655 aux_loss:0.0455 train_time:287563ms step_avg:729.86ms
step:405/40500 train_loss:2.8889 aux_loss:0.0451 train_time:288290ms step_avg:729.85ms
step:406/40500 train_loss:2.8824 aux_loss:0.0450 train_time:289016ms step_avg:729.84ms
step:407/40500 train_loss:2.8857 aux_loss:0.0450 train_time:289743ms step_avg:729.83ms
step:408/40500 train_loss:2.8054 aux_loss:0.0450 train_time:290468ms step_avg:729.82ms
step:409/40500 train_loss:2.7956 aux_loss:0.0449 train_time:291190ms step_avg:729.80ms
step:410/40500 train_loss:2.7916 aux_loss:0.0449 train_time:291919ms step_avg:729.80ms
step:411/40500 train_loss:2.8240 aux_loss:0.0449 train_time:292644ms step_avg:729.79ms
step:412/40500 train_loss:2.8246 aux_loss:0.0451 train_time:293369ms step_avg:729.77ms
step:413/40500 train_loss:2.8778 aux_loss:0.0448 train_time:294103ms step_avg:729.78ms
step:414/40500 train_loss:2.8468 aux_loss:0.0444 train_time:294828ms step_avg:729.77ms
step:415/40500 train_loss:2.8442 aux_loss:0.0447 train_time:295556ms step_avg:729.77ms
step:416/40500 train_loss:2.8477 aux_loss:0.0446 train_time:296283ms step_avg:729.76ms
step:417/40500 train_loss:2.8081 aux_loss:0.0445 train_time:297009ms step_avg:729.75ms
step:418/40500 train_loss:2.7897 aux_loss:0.0446 train_time:297736ms step_avg:729.75ms
step:419/40500 train_loss:2.8522 aux_loss:0.0447 train_time:298463ms step_avg:729.74ms
step:420/40500 train_loss:2.8647 aux_loss:0.0441 train_time:299189ms step_avg:729.73ms
step:421/40500 train_loss:2.8913 aux_loss:0.0442 train_time:299916ms step_avg:729.72ms
step:422/40500 train_loss:2.8244 aux_loss:0.0441 train_time:300645ms step_avg:729.72ms
step:423/40500 train_loss:2.8780 aux_loss:0.0439 train_time:301375ms step_avg:729.72ms
step:424/40500 train_loss:2.7921 aux_loss:0.0437 train_time:302098ms step_avg:729.71ms
step:425/40500 train_loss:2.7078 aux_loss:0.0445 train_time:302824ms step_avg:729.70ms
step:426/40500 train_loss:2.7300 aux_loss:0.0439 train_time:303550ms step_avg:729.69ms
step:427/40500 train_loss:2.7339 aux_loss:0.0438 train_time:304276ms step_avg:729.68ms
step:428/40500 train_loss:2.7879 aux_loss:0.0437 train_time:304999ms step_avg:729.66ms
step:429/40500 train_loss:2.7798 aux_loss:0.0435 train_time:305725ms step_avg:729.65ms
step:430/40500 train_loss:2.7485 aux_loss:0.0436 train_time:306450ms step_avg:729.64ms
step:431/40500 train_loss:2.8118 aux_loss:0.0440 train_time:307180ms step_avg:729.64ms
step:432/40500 train_loss:2.8422 aux_loss:0.0435 train_time:307905ms step_avg:729.63ms
step:433/40500 train_loss:2.7607 aux_loss:0.0435 train_time:308631ms step_avg:729.62ms
step:434/40500 train_loss:2.7557 aux_loss:0.0430 train_time:309358ms step_avg:729.62ms
step:435/40500 train_loss:2.9038 aux_loss:0.0427 train_time:310080ms step_avg:729.60ms
step:436/40500 train_loss:2.8339 aux_loss:0.0427 train_time:310805ms step_avg:729.59ms
step:437/40500 train_loss:2.7798 aux_loss:0.0429 train_time:311531ms step_avg:729.58ms
step:438/40500 train_loss:2.8281 aux_loss:0.0428 train_time:312259ms step_avg:729.58ms
step:439/40500 train_loss:2.7840 aux_loss:0.0431 train_time:312984ms step_avg:729.57ms
step:440/40500 train_loss:2.7799 aux_loss:0.0430 train_time:313711ms step_avg:729.56ms
step:441/40500 train_loss:2.7663 aux_loss:0.0428 train_time:314437ms step_avg:729.55ms
step:442/40500 train_loss:2.7329 aux_loss:0.0427 train_time:315162ms step_avg:729.54ms
step:443/40500 train_loss:2.8665 aux_loss:0.0425 train_time:315902ms step_avg:729.57ms
step:444/40500 train_loss:2.7302 aux_loss:0.0426 train_time:316630ms step_avg:729.56ms
step:445/40500 train_loss:2.8516 aux_loss:0.0422 train_time:317356ms step_avg:729.55ms
step:446/40500 train_loss:2.7556 aux_loss:0.0426 train_time:318081ms step_avg:729.54ms
step:447/40500 train_loss:2.8094 aux_loss:0.0423 train_time:318810ms step_avg:729.54ms
step:448/40500 train_loss:2.6870 aux_loss:0.0424 train_time:319539ms step_avg:729.54ms
step:449/40500 train_loss:2.7341 aux_loss:0.0421 train_time:320265ms step_avg:729.53ms
step:450/40500 train_loss:2.7426 aux_loss:0.0423 train_time:320990ms step_avg:729.52ms
step:451/40500 train_loss:2.7835 aux_loss:0.0421 train_time:321716ms step_avg:729.51ms
step:452/40500 train_loss:2.7919 aux_loss:0.0423 train_time:322441ms step_avg:729.51ms
step:453/40500 train_loss:2.8226 aux_loss:0.0416 train_time:323169ms step_avg:729.50ms
step:454/40500 train_loss:2.8568 aux_loss:0.0417 train_time:323893ms step_avg:729.49ms
step:455/40500 train_loss:2.7839 aux_loss:0.0420 train_time:324616ms step_avg:729.47ms
step:456/40500 train_loss:2.7267 aux_loss:0.0420 train_time:325341ms step_avg:729.46ms
step:457/40500 train_loss:2.7840 aux_loss:0.0421 train_time:326079ms step_avg:729.48ms
step:458/40500 train_loss:2.7668 aux_loss:0.0421 train_time:326828ms step_avg:729.53ms
step:459/40500 train_loss:2.7982 aux_loss:0.0416 train_time:327551ms step_avg:729.51ms
step:460/40500 train_loss:2.7554 aux_loss:0.0416 train_time:328276ms step_avg:729.50ms
step:461/40500 train_loss:2.7482 aux_loss:0.0422 train_time:329021ms step_avg:729.54ms
step:462/40500 train_loss:2.7073 aux_loss:0.0415 train_time:329769ms step_avg:729.58ms
step:463/40500 train_loss:2.7899 aux_loss:0.0414 train_time:330524ms step_avg:729.63ms
step:464/40500 train_loss:2.7026 aux_loss:0.0414 train_time:331262ms step_avg:729.65ms
step:465/40500 train_loss:2.7196 aux_loss:0.0412 train_time:332003ms step_avg:729.68ms
step:466/40500 train_loss:2.7209 aux_loss:0.0415 train_time:332732ms step_avg:729.68ms
step:467/40500 train_loss:2.7044 aux_loss:0.0410 train_time:333456ms step_avg:729.66ms
step:468/40500 train_loss:2.7606 aux_loss:0.0405 train_time:334203ms step_avg:729.70ms
step:469/40500 train_loss:2.7286 aux_loss:0.0413 train_time:334958ms step_avg:729.76ms
step:470/40500 train_loss:2.7424 aux_loss:0.0411 train_time:335705ms step_avg:729.79ms
step:471/40500 train_loss:2.7077 aux_loss:0.0410 train_time:336447ms step_avg:729.82ms
step:472/40500 train_loss:2.7135 aux_loss:0.0411 train_time:337201ms step_avg:729.87ms
step:473/40500 train_loss:2.7420 aux_loss:0.0409 train_time:337952ms step_avg:729.92ms
step:474/40500 train_loss:2.6872 aux_loss:0.0406 train_time:338699ms step_avg:729.95ms
step:475/40500 train_loss:2.7638 aux_loss:0.0407 train_time:339453ms step_avg:730.01ms
step:476/40500 train_loss:2.6608 aux_loss:0.0403 train_time:340194ms step_avg:730.03ms
step:477/40500 train_loss:2.7325 aux_loss:0.0407 train_time:340939ms step_avg:730.06ms
step:478/40500 train_loss:2.7355 aux_loss:0.0402 train_time:341702ms step_avg:730.13ms
step:479/40500 train_loss:2.6780 aux_loss:0.0403 train_time:342445ms step_avg:730.16ms
step:480/40500 train_loss:2.6879 aux_loss:0.0405 train_time:343195ms step_avg:730.20ms
step:481/40500 train_loss:2.7661 aux_loss:0.0398 train_time:343938ms step_avg:730.23ms
step:482/40500 train_loss:2.7419 aux_loss:0.0396 train_time:344682ms step_avg:730.26ms
step:483/40500 train_loss:2.7198 aux_loss:0.0399 train_time:345407ms step_avg:730.25ms
step:484/40500 train_loss:2.7720 aux_loss:0.0401 train_time:346140ms step_avg:730.25ms
step:485/40500 train_loss:2.7460 aux_loss:0.0399 train_time:346875ms step_avg:730.26ms
step:486/40500 train_loss:2.7060 aux_loss:0.0398 train_time:347628ms step_avg:730.31ms
step:487/40500 train_loss:2.7171 aux_loss:0.0400 train_time:348386ms step_avg:730.37ms
step:488/40500 train_loss:2.7214 aux_loss:0.0397 train_time:349144ms step_avg:730.43ms
step:489/40500 train_loss:2.7359 aux_loss:0.0397 train_time:349883ms step_avg:730.44ms
step:490/40500 train_loss:2.6912 aux_loss:0.0397 train_time:350630ms step_avg:730.48ms
step:491/40500 train_loss:2.7174 aux_loss:0.0392 train_time:351377ms step_avg:730.51ms
step:492/40500 train_loss:2.6659 aux_loss:0.0393 train_time:352127ms step_avg:730.55ms
step:493/40500 train_loss:2.7357 aux_loss:0.0396 train_time:352878ms step_avg:730.60ms
step:494/40500 train_loss:2.6986 aux_loss:0.0392 train_time:353631ms step_avg:730.64ms
step:495/40500 train_loss:2.6786 aux_loss:0.0392 train_time:354389ms step_avg:730.70ms
step:496/40500 train_loss:2.7036 aux_loss:0.0393 train_time:355127ms step_avg:730.71ms
step:497/40500 train_loss:2.7075 aux_loss:0.0391 train_time:355886ms step_avg:730.77ms
step:498/40500 train_loss:2.6839 aux_loss:0.0392 train_time:356631ms step_avg:730.80ms
step:499/40500 train_loss:2.6608 aux_loss:0.0389 train_time:357381ms step_avg:730.84ms
step:500/40500 train_loss:2.6645 aux_loss:0.0388 train_time:358111ms step_avg:730.84ms
step:501/40500 train_loss:2.7038 aux_loss:0.0386 train_time:358853ms step_avg:730.86ms
step:502/40500 train_loss:2.6202 aux_loss:0.0389 train_time:359590ms step_avg:730.87ms
step:503/40500 train_loss:2.6747 aux_loss:0.0388 train_time:360323ms step_avg:730.88ms
step:504/40500 train_loss:2.6808 aux_loss:0.0386 train_time:361056ms step_avg:730.88ms
step:505/40500 train_loss:2.6716 aux_loss:0.0386 train_time:361788ms step_avg:730.88ms
step:506/40500 train_loss:2.7265 aux_loss:0.0384 train_time:362530ms step_avg:730.91ms
step:507/40500 train_loss:2.7152 aux_loss:0.0387 train_time:363273ms step_avg:730.93ms
step:508/40500 train_loss:2.6982 aux_loss:0.0384 train_time:364019ms step_avg:730.96ms
step:509/40500 train_loss:2.7108 aux_loss:0.0384 train_time:364770ms step_avg:731.00ms
step:510/40500 train_loss:2.6993 aux_loss:0.0382 train_time:365513ms step_avg:731.03ms
step:511/40500 train_loss:2.6509 aux_loss:0.0382 train_time:366247ms step_avg:731.03ms
step:512/40500 train_loss:2.6537 aux_loss:0.0380 train_time:366981ms step_avg:731.04ms
step:513/40500 train_loss:2.6471 aux_loss:0.0383 train_time:367711ms step_avg:731.04ms
step:514/40500 train_loss:2.6926 aux_loss:0.0376 train_time:368446ms step_avg:731.04ms
step:515/40500 train_loss:2.6155 aux_loss:0.0380 train_time:369198ms step_avg:731.09ms
step:516/40500 train_loss:2.6435 aux_loss:0.0381 train_time:369965ms step_avg:731.16ms
step:517/40500 train_loss:2.6697 aux_loss:0.0376 train_time:370699ms step_avg:731.16ms
step:518/40500 train_loss:2.6028 aux_loss:0.0380 train_time:371440ms step_avg:731.18ms
step:519/40500 train_loss:2.6869 aux_loss:0.0378 train_time:372182ms step_avg:731.20ms
step:520/40500 train_loss:2.6252 aux_loss:0.0376 train_time:372933ms step_avg:731.24ms
step:521/40500 train_loss:2.6189 aux_loss:0.0375 train_time:373662ms step_avg:731.24ms
step:522/40500 train_loss:2.7216 aux_loss:0.0376 train_time:374391ms step_avg:731.23ms
step:523/40500 train_loss:2.6288 aux_loss:0.0374 train_time:375132ms step_avg:731.25ms
step:524/40500 train_loss:2.6607 aux_loss:0.0371 train_time:375881ms step_avg:731.29ms
step:525/40500 train_loss:2.5978 aux_loss:0.0374 train_time:376636ms step_avg:731.33ms
step:526/40500 train_loss:2.6111 aux_loss:0.0373 train_time:377396ms step_avg:731.39ms
step:527/40500 train_loss:2.6640 aux_loss:0.0370 train_time:378150ms step_avg:731.43ms
step:528/40500 train_loss:2.6250 aux_loss:0.0371 train_time:378895ms step_avg:731.46ms
step:529/40500 train_loss:2.6188 aux_loss:0.0368 train_time:379626ms step_avg:731.46ms
step:530/40500 train_loss:2.6295 aux_loss:0.0371 train_time:380358ms step_avg:731.46ms
step:531/40500 train_loss:2.5716 aux_loss:0.0372 train_time:381091ms step_avg:731.46ms
step:532/40500 train_loss:2.5785 aux_loss:0.0374 train_time:381813ms step_avg:731.44ms
step:533/40500 train_loss:2.6661 aux_loss:0.0369 train_time:382538ms step_avg:731.43ms
step:534/40500 train_loss:2.6562 aux_loss:0.0367 train_time:383256ms step_avg:731.40ms
step:535/40500 train_loss:2.6696 aux_loss:0.0366 train_time:383991ms step_avg:731.41ms
step:536/40500 train_loss:2.5827 aux_loss:0.0367 train_time:384734ms step_avg:731.43ms
step:537/40500 train_loss:2.6584 aux_loss:0.0365 train_time:385489ms step_avg:731.48ms
step:538/40500 train_loss:2.6650 aux_loss:0.0364 train_time:386232ms step_avg:731.50ms
step:539/40500 train_loss:2.6008 aux_loss:0.0369 train_time:386966ms step_avg:731.50ms
step:540/40500 train_loss:2.6277 aux_loss:0.0367 train_time:387698ms step_avg:731.51ms
step:541/40500 train_loss:2.7049 aux_loss:0.0364 train_time:388438ms step_avg:731.52ms
step:542/40500 train_loss:2.6467 aux_loss:0.0362 train_time:389163ms step_avg:731.51ms
step:543/40500 train_loss:2.5603 aux_loss:0.0361 train_time:389887ms step_avg:731.50ms
step:544/40500 train_loss:2.6271 aux_loss:0.0364 train_time:390620ms step_avg:731.50ms
step:545/40500 train_loss:2.5598 aux_loss:0.0365 train_time:391346ms step_avg:731.49ms
step:546/40500 train_loss:2.6754 aux_loss:0.0361 train_time:392103ms step_avg:731.54ms
step:547/40500 train_loss:2.6426 aux_loss:0.0357 train_time:392845ms step_avg:731.56ms
step:548/40500 train_loss:2.5717 aux_loss:0.0358 train_time:393581ms step_avg:731.56ms
step:549/40500 train_loss:2.6639 aux_loss:0.0358 train_time:394305ms step_avg:731.55ms
step:550/40500 train_loss:2.6402 aux_loss:0.0356 train_time:395030ms step_avg:731.54ms
step:551/40500 train_loss:2.6656 aux_loss:0.0359 train_time:395753ms step_avg:731.52ms
step:552/40500 train_loss:2.6611 aux_loss:0.0358 train_time:396499ms step_avg:731.55ms
step:553/40500 train_loss:2.6096 aux_loss:0.0358 train_time:397235ms step_avg:731.56ms
step:554/40500 train_loss:2.6377 aux_loss:0.0361 train_time:397958ms step_avg:731.54ms
step:555/40500 train_loss:2.6266 aux_loss:0.0356 train_time:398679ms step_avg:731.52ms
step:556/40500 train_loss:2.6148 aux_loss:0.0358 train_time:399404ms step_avg:731.51ms
step:557/40500 train_loss:2.5436 aux_loss:0.0355 train_time:400154ms step_avg:731.54ms
step:558/40500 train_loss:2.6416 aux_loss:0.0353 train_time:400903ms step_avg:731.57ms
step:559/40500 train_loss:2.5765 aux_loss:0.0353 train_time:401660ms step_avg:731.62ms
step:560/40500 train_loss:2.6203 aux_loss:0.0352 train_time:402412ms step_avg:731.66ms
step:561/40500 train_loss:2.5729 aux_loss:0.0350 train_time:403159ms step_avg:731.69ms
step:562/40500 train_loss:2.5056 aux_loss:0.0348 train_time:403900ms step_avg:731.70ms
step:563/40500 train_loss:2.6118 aux_loss:0.0349 train_time:404636ms step_avg:731.71ms
step:564/40500 train_loss:2.6102 aux_loss:0.0348 train_time:405396ms step_avg:731.76ms
step:565/40500 train_loss:2.5824 aux_loss:0.0348 train_time:406141ms step_avg:731.79ms
step:566/40500 train_loss:2.6220 aux_loss:0.0349 train_time:406888ms step_avg:731.81ms
step:567/40500 train_loss:2.6359 aux_loss:0.0348 train_time:407627ms step_avg:731.83ms
step:568/40500 train_loss:2.7066 aux_loss:0.0345 train_time:408351ms step_avg:731.81ms
step:569/40500 train_loss:2.6045 aux_loss:0.0347 train_time:409092ms step_avg:731.83ms
step:570/40500 train_loss:2.5390 aux_loss:0.0345 train_time:409819ms step_avg:731.82ms
step:571/40500 train_loss:2.5663 aux_loss:0.0349 train_time:410547ms step_avg:731.81ms
step:572/40500 train_loss:2.6471 aux_loss:0.0350 train_time:411271ms step_avg:731.80ms
step:573/40500 train_loss:2.6804 aux_loss:0.0342 train_time:411995ms step_avg:731.79ms
step:574/40500 train_loss:2.5851 aux_loss:0.0342 train_time:412720ms step_avg:731.77ms
step:575/40500 train_loss:2.5659 aux_loss:0.0344 train_time:413446ms step_avg:731.76ms
step:576/40500 train_loss:2.5420 aux_loss:0.0340 train_time:414168ms step_avg:731.74ms
step:577/40500 train_loss:2.5522 aux_loss:0.0346 train_time:414904ms step_avg:731.75ms
step:578/40500 train_loss:2.5961 aux_loss:0.0343 train_time:415669ms step_avg:731.81ms
step:579/40500 train_loss:2.5370 aux_loss:0.0341 train_time:416402ms step_avg:731.81ms
step:580/40500 train_loss:2.6118 aux_loss:0.0339 train_time:417144ms step_avg:731.83ms
step:581/40500 train_loss:2.5687 aux_loss:0.0343 train_time:417868ms step_avg:731.82ms
step:582/40500 train_loss:2.5444 aux_loss:0.0339 train_time:418615ms step_avg:731.85ms
step:583/40500 train_loss:2.5787 aux_loss:0.0336 train_time:419341ms step_avg:731.83ms
step:584/40500 train_loss:2.6316 aux_loss:0.0338 train_time:420066ms step_avg:731.82ms
step:585/40500 train_loss:2.5858 aux_loss:0.0340 train_time:420786ms step_avg:731.80ms
step:586/40500 train_loss:2.5567 aux_loss:0.0340 train_time:421507ms step_avg:731.78ms
step:587/40500 train_loss:2.5831 aux_loss:0.0340 train_time:422231ms step_avg:731.77ms
step:588/40500 train_loss:2.6709 aux_loss:0.0334 train_time:422956ms step_avg:731.76ms
step:589/40500 train_loss:2.5805 aux_loss:0.0335 train_time:423682ms step_avg:731.75ms
step:590/40500 train_loss:2.5164 aux_loss:0.0334 train_time:424405ms step_avg:731.73ms
step:591/40500 train_loss:2.5283 aux_loss:0.0331 train_time:425123ms step_avg:731.71ms
step:592/40500 train_loss:2.5942 aux_loss:0.0334 train_time:425847ms step_avg:731.70ms
step:593/40500 train_loss:2.5270 aux_loss:0.0333 train_time:426570ms step_avg:731.68ms
step:594/40500 train_loss:2.5319 aux_loss:0.0330 train_time:427295ms step_avg:731.67ms
step:595/40500 train_loss:2.5484 aux_loss:0.0330 train_time:428040ms step_avg:731.69ms
step:596/40500 train_loss:2.6764 aux_loss:0.0331 train_time:428785ms step_avg:731.72ms
step:597/40500 train_loss:2.4929 aux_loss:0.0333 train_time:429537ms step_avg:731.75ms
step:598/40500 train_loss:2.5679 aux_loss:0.0330 train_time:430284ms step_avg:731.78ms
step:599/40500 train_loss:2.5320 aux_loss:0.0328 train_time:431017ms step_avg:731.78ms
step:600/40500 train_loss:2.5192 aux_loss:0.0332 train_time:431748ms step_avg:731.78ms
step:601/40500 train_loss:2.6029 aux_loss:0.0331 train_time:432480ms step_avg:731.78ms
step:602/40500 train_loss:2.5748 aux_loss:0.0331 train_time:433211ms step_avg:731.78ms
step:603/40500 train_loss:2.5288 aux_loss:0.0328 train_time:433935ms step_avg:731.76ms
step:604/40500 train_loss:2.5184 aux_loss:0.0321 train_time:434667ms step_avg:731.76ms
step:605/40500 train_loss:2.5778 aux_loss:0.0326 train_time:435398ms step_avg:731.76ms
step:606/40500 train_loss:2.4993 aux_loss:0.0326 train_time:436136ms step_avg:731.77ms
step:607/40500 train_loss:2.4969 aux_loss:0.0326 train_time:436875ms step_avg:731.78ms
step:608/40500 train_loss:2.5214 aux_loss:0.0325 train_time:437620ms step_avg:731.81ms
step:609/40500 train_loss:2.6219 aux_loss:0.0320 train_time:438360ms step_avg:731.82ms
step:610/40500 train_loss:2.5108 aux_loss:0.0320 train_time:439089ms step_avg:731.82ms
step:611/40500 train_loss:2.4617 aux_loss:0.0322 train_time:439829ms step_avg:731.83ms
step:612/40500 train_loss:2.4981 aux_loss:0.0325 train_time:440566ms step_avg:731.84ms
step:613/40500 train_loss:2.5798 aux_loss:0.0323 train_time:441300ms step_avg:731.84ms
step:614/40500 train_loss:2.5257 aux_loss:0.0321 train_time:442032ms step_avg:731.84ms
step:615/40500 train_loss:2.5325 aux_loss:0.0319 train_time:442766ms step_avg:731.84ms
step:616/40500 train_loss:2.5271 aux_loss:0.0319 train_time:443498ms step_avg:731.84ms
step:617/40500 train_loss:2.5348 aux_loss:0.0319 train_time:444227ms step_avg:731.84ms
step:618/40500 train_loss:2.4944 aux_loss:0.0319 train_time:444960ms step_avg:731.84ms
step:619/40500 train_loss:2.5394 aux_loss:0.0319 train_time:445700ms step_avg:731.86ms
step:620/40500 train_loss:2.5480 aux_loss:0.0321 train_time:446434ms step_avg:731.86ms
step:621/40500 train_loss:2.5159 aux_loss:0.0319 train_time:447164ms step_avg:731.86ms
step:622/40500 train_loss:2.5244 aux_loss:0.0315 train_time:447897ms step_avg:731.86ms
step:623/40500 train_loss:2.4947 aux_loss:0.0317 train_time:448629ms step_avg:731.86ms
step:624/40500 train_loss:2.5204 aux_loss:0.0315 train_time:449360ms step_avg:731.86ms
step:625/40500 train_loss:2.5574 aux_loss:0.0312 train_time:450096ms step_avg:731.86ms
step:626/40500 train_loss:2.6011 aux_loss:0.0316 train_time:450833ms step_avg:731.87ms
step:627/40500 train_loss:2.5415 aux_loss:0.0312 train_time:451566ms step_avg:731.87ms
step:628/40500 train_loss:2.5246 aux_loss:0.0312 train_time:452295ms step_avg:731.87ms
step:629/40500 train_loss:2.4159 aux_loss:0.0313 train_time:453031ms step_avg:731.88ms
step:630/40500 train_loss:2.5480 aux_loss:0.0310 train_time:453764ms step_avg:731.88ms
step:631/40500 train_loss:2.5635 aux_loss:0.0310 train_time:454498ms step_avg:731.88ms
step:632/40500 train_loss:2.4330 aux_loss:0.0309 train_time:455236ms step_avg:731.89ms
step:633/40500 train_loss:2.5268 aux_loss:0.0307 train_time:455969ms step_avg:731.89ms
step:634/40500 train_loss:2.4626 aux_loss:0.0305 train_time:456701ms step_avg:731.89ms
step:635/40500 train_loss:2.4985 aux_loss:0.0306 train_time:457434ms step_avg:731.89ms
step:636/40500 train_loss:2.4879 aux_loss:0.0308 train_time:458165ms step_avg:731.89ms
step:637/40500 train_loss:2.4510 aux_loss:0.0308 train_time:458895ms step_avg:731.89ms
step:638/40500 train_loss:2.6023 aux_loss:0.0307 train_time:459627ms step_avg:731.89ms
step:639/40500 train_loss:2.5339 aux_loss:0.0306 train_time:460358ms step_avg:731.89ms
step:640/40500 train_loss:2.5369 aux_loss:0.0303 train_time:461096ms step_avg:731.90ms
step:641/40500 train_loss:2.4870 aux_loss:0.0304 train_time:461835ms step_avg:731.91ms
step:642/40500 train_loss:2.5481 aux_loss:0.0308 train_time:462568ms step_avg:731.91ms
step:643/40500 train_loss:2.5095 aux_loss:0.0310 train_time:463297ms step_avg:731.91ms
step:644/40500 train_loss:2.4721 aux_loss:0.0302 train_time:464028ms step_avg:731.90ms
step:645/40500 train_loss:2.4869 aux_loss:0.0304 train_time:464758ms step_avg:731.90ms
step:646/40500 train_loss:2.5427 aux_loss:0.0304 train_time:465488ms step_avg:731.90ms
step:647/40500 train_loss:2.5078 aux_loss:0.0302 train_time:466219ms step_avg:731.90ms
step:648/40500 train_loss:2.5675 aux_loss:0.0301 train_time:466958ms step_avg:731.91ms
step:649/40500 train_loss:2.4649 aux_loss:0.0300 train_time:467689ms step_avg:731.91ms
step:650/40500 train_loss:2.5095 aux_loss:0.0301 train_time:468421ms step_avg:731.91ms
step:651/40500 train_loss:2.5423 aux_loss:0.0301 train_time:469154ms step_avg:731.91ms
step:652/40500 train_loss:2.4765 aux_loss:0.0299 train_time:469886ms step_avg:731.91ms
step:653/40500 train_loss:2.5049 aux_loss:0.0299 train_time:470617ms step_avg:731.91ms
step:654/40500 train_loss:2.4342 aux_loss:0.0301 train_time:471351ms step_avg:731.91ms
step:655/40500 train_loss:2.5277 aux_loss:0.0296 train_time:472083ms step_avg:731.91ms
step:656/40500 train_loss:2.4833 aux_loss:0.0298 train_time:472817ms step_avg:731.92ms
step:657/40500 train_loss:2.4501 aux_loss:0.0296 train_time:473552ms step_avg:731.92ms
step:658/40500 train_loss:2.4339 aux_loss:0.0296 train_time:474296ms step_avg:731.94ms
step:659/40500 train_loss:2.5102 aux_loss:0.0297 train_time:475033ms step_avg:731.95ms
step:660/40500 train_loss:2.5204 aux_loss:0.0297 train_time:475767ms step_avg:731.95ms
step:661/40500 train_loss:2.5589 aux_loss:0.0295 train_time:476496ms step_avg:731.94ms
step:662/40500 train_loss:2.5524 aux_loss:0.0296 train_time:477229ms step_avg:731.95ms
step:663/40500 train_loss:2.4830 aux_loss:0.0294 train_time:477959ms step_avg:731.94ms
step:664/40500 train_loss:2.4551 aux_loss:0.0293 train_time:478690ms step_avg:731.94ms
step:665/40500 train_loss:2.5076 aux_loss:0.0289 train_time:479420ms step_avg:731.94ms
step:666/40500 train_loss:2.5034 aux_loss:0.0290 train_time:480158ms step_avg:731.95ms
step:667/40500 train_loss:2.4101 aux_loss:0.0289 train_time:480896ms step_avg:731.96ms
step:668/40500 train_loss:2.4556 aux_loss:0.0288 train_time:481631ms step_avg:731.96ms
step:669/40500 train_loss:2.4274 aux_loss:0.0291 train_time:482370ms step_avg:731.97ms
step:670/40500 train_loss:2.4790 aux_loss:0.0289 train_time:483108ms step_avg:731.98ms
step:671/40500 train_loss:2.5002 aux_loss:0.0286 train_time:483845ms step_avg:731.99ms
step:672/40500 train_loss:2.4678 aux_loss:0.0288 train_time:484579ms step_avg:731.99ms
step:673/40500 train_loss:2.5046 aux_loss:0.0291 train_time:485310ms step_avg:731.99ms
step:674/40500 train_loss:2.4636 aux_loss:0.0289 train_time:486044ms step_avg:731.99ms
step:675/40500 train_loss:2.5571 aux_loss:0.0285 train_time:486773ms step_avg:731.99ms
step:676/40500 train_loss:2.4807 aux_loss:0.0283 train_time:487505ms step_avg:731.99ms
step:677/40500 train_loss:2.4358 aux_loss:0.0283 train_time:488236ms step_avg:731.99ms
step:678/40500 train_loss:2.5111 aux_loss:0.0282 train_time:488969ms step_avg:731.99ms
step:679/40500 train_loss:2.4359 aux_loss:0.0285 train_time:489701ms step_avg:731.99ms
step:680/40500 train_loss:2.4252 aux_loss:0.0284 train_time:490441ms step_avg:732.00ms
step:681/40500 train_loss:2.4966 aux_loss:0.0284 train_time:491173ms step_avg:732.00ms
step:682/40500 train_loss:2.4327 aux_loss:0.0284 train_time:491917ms step_avg:732.02ms
step:683/40500 train_loss:2.4270 aux_loss:0.0283 train_time:492665ms step_avg:732.04ms
step:684/40500 train_loss:2.4794 aux_loss:0.0282 train_time:493415ms step_avg:732.07ms
step:685/40500 train_loss:2.4613 aux_loss:0.0282 train_time:494147ms step_avg:732.07ms
step:686/40500 train_loss:2.5139 aux_loss:0.0281 train_time:494899ms step_avg:732.10ms
step:687/40500 train_loss:2.4849 aux_loss:0.0281 train_time:495639ms step_avg:732.11ms
step:688/40500 train_loss:2.4741 aux_loss:0.0282 train_time:496382ms step_avg:732.13ms
step:689/40500 train_loss:2.4329 aux_loss:0.0283 train_time:497137ms step_avg:732.16ms
step:690/40500 train_loss:2.3603 aux_loss:0.0276 train_time:497894ms step_avg:732.20ms
step:691/40500 train_loss:2.4507 aux_loss:0.0281 train_time:498645ms step_avg:732.22ms
step:692/40500 train_loss:2.4444 aux_loss:0.0283 train_time:499381ms step_avg:732.23ms
step:693/40500 train_loss:2.4928 aux_loss:0.0277 train_time:500117ms step_avg:732.24ms
step:694/40500 train_loss:2.3914 aux_loss:0.0278 train_time:500865ms step_avg:732.26ms
step:695/40500 train_loss:2.5188 aux_loss:0.0274 train_time:501615ms step_avg:732.28ms
step:696/40500 train_loss:2.4632 aux_loss:0.0279 train_time:502360ms step_avg:732.30ms
step:697/40500 train_loss:2.4632 aux_loss:0.0275 train_time:503107ms step_avg:732.33ms
step:698/40500 train_loss:2.4377 aux_loss:0.0273 train_time:503848ms step_avg:732.34ms
step:699/40500 train_loss:2.4641 aux_loss:0.0273 train_time:504577ms step_avg:732.33ms
step:700/40500 train_loss:2.4851 aux_loss:0.0273 train_time:505311ms step_avg:732.33ms
step:701/40500 train_loss:2.4479 aux_loss:0.0273 train_time:506075ms step_avg:732.38ms
step:702/40500 train_loss:2.4319 aux_loss:0.0276 train_time:506833ms step_avg:732.42ms
step:703/40500 train_loss:2.4275 aux_loss:0.0271 train_time:507585ms step_avg:732.45ms
step:704/40500 train_loss:2.5157 aux_loss:0.0271 train_time:508319ms step_avg:732.45ms
step:705/40500 train_loss:2.4185 aux_loss:0.0270 train_time:509057ms step_avg:732.46ms
step:706/40500 train_loss:2.4968 aux_loss:0.0269 train_time:509781ms step_avg:732.44ms
step:707/40500 train_loss:2.4989 aux_loss:0.0269 train_time:510527ms step_avg:732.46ms
step:708/40500 train_loss:2.3730 aux_loss:0.0269 train_time:511273ms step_avg:732.48ms
step:709/40500 train_loss:2.4183 aux_loss:0.0269 train_time:512007ms step_avg:732.49ms
step:710/40500 train_loss:2.4251 aux_loss:0.0267 train_time:512767ms step_avg:732.52ms
step:711/40500 train_loss:2.4974 aux_loss:0.0266 train_time:513509ms step_avg:732.54ms
step:712/40500 train_loss:2.4091 aux_loss:0.0266 train_time:514242ms step_avg:732.54ms
step:713/40500 train_loss:2.4714 aux_loss:0.0266 train_time:514992ms step_avg:732.56ms
step:714/40500 train_loss:2.4576 aux_loss:0.0267 train_time:515721ms step_avg:732.56ms
step:715/40500 train_loss:2.3868 aux_loss:0.0268 train_time:516447ms step_avg:732.55ms
step:716/40500 train_loss:2.3564 aux_loss:0.0269 train_time:517185ms step_avg:732.56ms
step:717/40500 train_loss:2.4075 aux_loss:0.0265 train_time:517926ms step_avg:732.57ms
step:718/40500 train_loss:2.4090 aux_loss:0.0263 train_time:518660ms step_avg:732.57ms
step:719/40500 train_loss:2.3732 aux_loss:0.0264 train_time:519393ms step_avg:732.57ms
step:720/40500 train_loss:2.4068 aux_loss:0.0269 train_time:520139ms step_avg:732.59ms
step:721/40500 train_loss:2.4333 aux_loss:0.0264 train_time:520871ms step_avg:732.59ms
step:722/40500 train_loss:2.3832 aux_loss:0.0261 train_time:521613ms step_avg:732.60ms
step:723/40500 train_loss:2.5168 aux_loss:0.0264 train_time:522345ms step_avg:732.60ms
step:724/40500 train_loss:2.4406 aux_loss:0.0262 train_time:523078ms step_avg:732.60ms
step:725/40500 train_loss:2.4184 aux_loss:0.0263 train_time:523807ms step_avg:732.60ms
step:726/40500 train_loss:2.4858 aux_loss:0.0262 train_time:524535ms step_avg:732.59ms
step:727/40500 train_loss:2.4251 aux_loss:0.0265 train_time:525258ms step_avg:732.58ms
step:728/40500 train_loss:2.4345 aux_loss:0.0264 train_time:525985ms step_avg:732.57ms
step:729/40500 train_loss:2.4176 aux_loss:0.0262 train_time:526716ms step_avg:732.57ms
step:730/40500 train_loss:2.5031 aux_loss:0.0257 train_time:527444ms step_avg:732.56ms
step:731/40500 train_loss:2.4612 aux_loss:0.0258 train_time:528176ms step_avg:732.56ms
step:732/40500 train_loss:2.3981 aux_loss:0.0258 train_time:528910ms step_avg:732.56ms
step:733/40500 train_loss:2.4314 aux_loss:0.0258 train_time:529646ms step_avg:732.57ms
step:734/40500 train_loss:2.3794 aux_loss:0.0260 train_time:530377ms step_avg:732.57ms
step:735/40500 train_loss:2.4412 aux_loss:0.0257 train_time:531105ms step_avg:732.56ms
step:736/40500 train_loss:2.4592 aux_loss:0.0259 train_time:531845ms step_avg:732.57ms
step:737/40500 train_loss:2.4048 aux_loss:0.0259 train_time:532574ms step_avg:732.56ms
step:738/40500 train_loss:2.4024 aux_loss:0.0254 train_time:533305ms step_avg:732.56ms
step:739/40500 train_loss:2.4998 aux_loss:0.0253 train_time:534033ms step_avg:732.56ms
step:740/40500 train_loss:2.5345 aux_loss:0.0258 train_time:534771ms step_avg:732.56ms
step:741/40500 train_loss:2.3562 aux_loss:0.0258 train_time:535511ms step_avg:732.57ms
step:742/40500 train_loss:2.4006 aux_loss:0.0256 train_time:536235ms step_avg:732.56ms
step:743/40500 train_loss:2.4278 aux_loss:0.0255 train_time:536958ms step_avg:732.55ms
step:744/40500 train_loss:2.3585 aux_loss:0.0253 train_time:537701ms step_avg:732.56ms
step:745/40500 train_loss:2.4308 aux_loss:0.0254 train_time:538430ms step_avg:732.56ms
step:746/40500 train_loss:2.3838 aux_loss:0.0254 train_time:539170ms step_avg:732.57ms
step:747/40500 train_loss:2.4095 aux_loss:0.0250 train_time:539899ms step_avg:732.56ms
step:748/40500 train_loss:2.4347 aux_loss:0.0251 train_time:540648ms step_avg:732.58ms
step:749/40500 train_loss:2.4415 aux_loss:0.0251 train_time:541380ms step_avg:732.58ms
step:750/40500 train_loss:2.3929 aux_loss:0.0248 train_time:542107ms step_avg:732.58ms
step:751/40500 train_loss:2.3744 aux_loss:0.0253 train_time:542838ms step_avg:732.57ms
step:752/40500 train_loss:2.4064 aux_loss:0.0251 train_time:543572ms step_avg:732.58ms
step:753/40500 train_loss:2.4229 aux_loss:0.0249 train_time:544307ms step_avg:732.58ms
step:754/40500 train_loss:2.4241 aux_loss:0.0249 train_time:545033ms step_avg:732.57ms
step:755/40500 train_loss:2.4290 aux_loss:0.0252 train_time:545776ms step_avg:732.58ms
step:756/40500 train_loss:2.4582 aux_loss:0.0247 train_time:546528ms step_avg:732.61ms
step:757/40500 train_loss:2.3754 aux_loss:0.0247 train_time:547251ms step_avg:732.60ms
step:758/40500 train_loss:2.3718 aux_loss:0.0246 train_time:547976ms step_avg:732.59ms
step:759/40500 train_loss:2.3759 aux_loss:0.0247 train_time:548711ms step_avg:732.59ms
step:760/40500 train_loss:2.4139 aux_loss:0.0246 train_time:549443ms step_avg:732.59ms
step:761/40500 train_loss:2.3372 aux_loss:0.0245 train_time:550190ms step_avg:732.61ms
step:762/40500 train_loss:2.3988 aux_loss:0.0245 train_time:550940ms step_avg:732.63ms
step:763/40500 train_loss:2.3806 aux_loss:0.0248 train_time:551671ms step_avg:732.63ms
step:764/40500 train_loss:2.3762 aux_loss:0.0244 train_time:552405ms step_avg:732.63ms
step:765/40500 train_loss:2.3675 aux_loss:0.0245 train_time:553160ms step_avg:732.66ms
step:766/40500 train_loss:2.4123 aux_loss:0.0247 train_time:553898ms step_avg:732.67ms
step:767/40500 train_loss:2.4076 aux_loss:0.0245 train_time:554635ms step_avg:732.67ms
step:768/40500 train_loss:2.3538 aux_loss:0.0243 train_time:555379ms step_avg:732.69ms
step:769/40500 train_loss:2.3722 aux_loss:0.0242 train_time:556129ms step_avg:732.71ms
step:770/40500 train_loss:2.3452 aux_loss:0.0246 train_time:556877ms step_avg:732.73ms
step:771/40500 train_loss:2.3963 aux_loss:0.0241 train_time:557628ms step_avg:732.76ms
step:772/40500 train_loss:2.3410 aux_loss:0.0241 train_time:558382ms step_avg:732.78ms
step:773/40500 train_loss:2.4013 aux_loss:0.0240 train_time:559113ms step_avg:732.78ms
step:774/40500 train_loss:2.3770 aux_loss:0.0243 train_time:559842ms step_avg:732.78ms
step:775/40500 train_loss:2.4269 aux_loss:0.0243 train_time:560601ms step_avg:732.81ms
step:776/40500 train_loss:2.4671 aux_loss:0.0242 train_time:561345ms step_avg:732.83ms
step:777/40500 train_loss:2.3806 aux_loss:0.0239 train_time:562101ms step_avg:732.86ms
step:778/40500 train_loss:2.4627 aux_loss:0.0236 train_time:562851ms step_avg:732.88ms
step:779/40500 train_loss:2.3936 aux_loss:0.0237 train_time:563600ms step_avg:732.90ms
step:780/40500 train_loss:2.4173 aux_loss:0.0235 train_time:564337ms step_avg:732.91ms
step:781/40500 train_loss:2.3674 aux_loss:0.0237 train_time:565075ms step_avg:732.91ms
step:782/40500 train_loss:2.3731 aux_loss:0.0236 train_time:565811ms step_avg:732.92ms
step:783/40500 train_loss:2.3724 aux_loss:0.0237 train_time:566560ms step_avg:732.94ms
step:784/40500 train_loss:2.3878 aux_loss:0.0236 train_time:567304ms step_avg:732.95ms
step:785/40500 train_loss:2.3567 aux_loss:0.0235 train_time:568040ms step_avg:732.95ms
step:786/40500 train_loss:2.3557 aux_loss:0.0236 train_time:568765ms step_avg:732.94ms
step:787/40500 train_loss:2.3269 aux_loss:0.0235 train_time:569491ms step_avg:732.94ms
step:788/40500 train_loss:2.2781 aux_loss:0.0233 train_time:570219ms step_avg:732.93ms
step:789/40500 train_loss:2.2503 aux_loss:0.0235 train_time:570948ms step_avg:732.92ms
step:790/40500 train_loss:2.3892 aux_loss:0.0231 train_time:571689ms step_avg:732.94ms
step:791/40500 train_loss:2.4418 aux_loss:0.0234 train_time:572420ms step_avg:732.93ms
step:792/40500 train_loss:2.3613 aux_loss:0.0232 train_time:573174ms step_avg:732.96ms
step:793/40500 train_loss:2.4088 aux_loss:0.0230 train_time:573907ms step_avg:732.96ms
step:794/40500 train_loss:2.3614 aux_loss:0.0230 train_time:574634ms step_avg:732.95ms
step:795/40500 train_loss:2.3657 aux_loss:0.0233 train_time:575362ms step_avg:732.94ms
step:796/40500 train_loss:2.3351 aux_loss:0.0229 train_time:576103ms step_avg:732.95ms
step:797/40500 train_loss:2.3450 aux_loss:0.0235 train_time:576840ms step_avg:732.96ms
step:798/40500 train_loss:2.3691 aux_loss:0.0231 train_time:577576ms step_avg:732.96ms
step:799/40500 train_loss:2.2833 aux_loss:0.0231 train_time:578320ms step_avg:732.98ms
step:800/40500 train_loss:2.3489 aux_loss:0.0229 train_time:579074ms step_avg:733.00ms
step:801/40500 train_loss:2.3750 aux_loss:0.0228 train_time:579836ms step_avg:733.04ms
step:802/40500 train_loss:2.3833 aux_loss:0.0232 train_time:580570ms step_avg:733.04ms
step:803/40500 train_loss:2.3011 aux_loss:0.0231 train_time:581330ms step_avg:733.08ms
step:804/40500 train_loss:2.3381 aux_loss:0.0226 train_time:582086ms step_avg:733.11ms
step:805/40500 train_loss:2.3542 aux_loss:0.0226 train_time:582824ms step_avg:733.11ms
step:806/40500 train_loss:2.3631 aux_loss:0.0228 train_time:583569ms step_avg:733.13ms
step:807/40500 train_loss:2.3729 aux_loss:0.0229 train_time:584310ms step_avg:733.14ms
step:808/40500 train_loss:2.3454 aux_loss:0.0228 train_time:585053ms step_avg:733.15ms
step:809/40500 train_loss:2.3679 aux_loss:0.0226 train_time:585792ms step_avg:733.16ms
step:810/40500 train_loss:2.3591 aux_loss:0.0226 train_time:586534ms step_avg:733.17ms
step:811/40500 train_loss:2.4708 aux_loss:0.0227 train_time:587274ms step_avg:733.18ms
step:812/40500 train_loss:2.3719 aux_loss:0.0225 train_time:588021ms step_avg:733.19ms
step:813/40500 train_loss:2.3653 aux_loss:0.0224 train_time:588782ms step_avg:733.23ms
step:814/40500 train_loss:2.4152 aux_loss:0.0225 train_time:589542ms step_avg:733.26ms
step:815/40500 train_loss:2.3459 aux_loss:0.0227 train_time:590300ms step_avg:733.29ms
step:816/40500 train_loss:2.4196 aux_loss:0.0222 train_time:591038ms step_avg:733.30ms
step:817/40500 train_loss:2.4076 aux_loss:0.0222 train_time:591763ms step_avg:733.29ms
step:818/40500 train_loss:2.4004 aux_loss:0.0222 train_time:592489ms step_avg:733.28ms
step:819/40500 train_loss:2.3924 aux_loss:0.0222 train_time:593216ms step_avg:733.27ms
step:820/40500 train_loss:2.3479 aux_loss:0.0220 train_time:593951ms step_avg:733.27ms
step:821/40500 train_loss:2.3542 aux_loss:0.0222 train_time:594686ms step_avg:733.28ms
step:822/40500 train_loss:2.3848 aux_loss:0.0226 train_time:595417ms step_avg:733.27ms
step:823/40500 train_loss:2.4395 aux_loss:0.0225 train_time:596154ms step_avg:733.28ms
step:824/40500 train_loss:2.3967 aux_loss:0.0219 train_time:596893ms step_avg:733.28ms
step:825/40500 train_loss:2.3724 aux_loss:0.0215 train_time:597623ms step_avg:733.28ms
step:826/40500 train_loss:2.3845 aux_loss:0.0220 train_time:598354ms step_avg:733.28ms
step:827/40500 train_loss:2.3061 aux_loss:0.0220 train_time:599088ms step_avg:733.28ms
step:828/40500 train_loss:2.4508 aux_loss:0.0219 train_time:599836ms step_avg:733.30ms
step:829/40500 train_loss:2.2752 aux_loss:0.0218 train_time:600590ms step_avg:733.32ms
step:830/40500 train_loss:2.3132 aux_loss:0.0218 train_time:601334ms step_avg:733.33ms
step:831/40500 train_loss:2.3216 aux_loss:0.0215 train_time:602080ms step_avg:733.35ms
step:832/40500 train_loss:2.3766 aux_loss:0.0212 train_time:602808ms step_avg:733.34ms
step:833/40500 train_loss:2.3478 aux_loss:0.0216 train_time:603535ms step_avg:733.34ms
step:834/40500 train_loss:2.3691 aux_loss:0.0216 train_time:604258ms step_avg:733.32ms
step:835/40500 train_loss:2.3672 aux_loss:0.0214 train_time:604999ms step_avg:733.33ms
step:836/40500 train_loss:2.3265 aux_loss:0.0215 train_time:605759ms step_avg:733.36ms
step:837/40500 train_loss:2.3358 aux_loss:0.0214 train_time:606490ms step_avg:733.36ms
step:838/40500 train_loss:2.4405 aux_loss:0.0216 train_time:607215ms step_avg:733.35ms
step:839/40500 train_loss:2.3707 aux_loss:0.0218 train_time:607969ms step_avg:733.38ms
step:840/40500 train_loss:2.3903 aux_loss:0.0215 train_time:608723ms step_avg:733.40ms
step:841/40500 train_loss:2.3668 aux_loss:0.0212 train_time:609443ms step_avg:733.38ms
step:842/40500 train_loss:2.3545 aux_loss:0.0211 train_time:610183ms step_avg:733.39ms
step:843/40500 train_loss:2.3170 aux_loss:0.0214 train_time:610919ms step_avg:733.40ms
step:844/40500 train_loss:2.3227 aux_loss:0.0213 train_time:611646ms step_avg:733.39ms
step:845/40500 train_loss:2.3957 aux_loss:0.0216 train_time:612377ms step_avg:733.39ms
step:846/40500 train_loss:2.3412 aux_loss:0.0212 train_time:613135ms step_avg:733.42ms
step:847/40500 train_loss:2.4072 aux_loss:0.0211 train_time:613904ms step_avg:733.46ms
step:848/40500 train_loss:2.3195 aux_loss:0.0206 train_time:614652ms step_avg:733.48ms
step:849/40500 train_loss:2.3898 aux_loss:0.0213 train_time:615396ms step_avg:733.49ms
step:850/40500 train_loss:2.3460 aux_loss:0.0214 train_time:616144ms step_avg:733.50ms
step:851/40500 train_loss:2.2879 aux_loss:0.0207 train_time:616884ms step_avg:733.51ms
step:852/40500 train_loss:2.3299 aux_loss:0.0205 train_time:617610ms step_avg:733.50ms
step:853/40500 train_loss:2.2682 aux_loss:0.0208 train_time:618345ms step_avg:733.51ms
step:854/40500 train_loss:2.3679 aux_loss:0.0210 train_time:619106ms step_avg:733.54ms
step:855/40500 train_loss:2.3725 aux_loss:0.0210 train_time:619858ms step_avg:733.56ms
step:856/40500 train_loss:2.3293 aux_loss:0.0209 train_time:620607ms step_avg:733.58ms
step:857/40500 train_loss:2.3178 aux_loss:0.0211 train_time:621331ms step_avg:733.57ms
step:858/40500 train_loss:2.3207 aux_loss:0.0206 train_time:622056ms step_avg:733.56ms
step:859/40500 train_loss:2.4517 aux_loss:0.0207 train_time:622782ms step_avg:733.55ms
step:860/40500 train_loss:2.3641 aux_loss:0.0203 train_time:623508ms step_avg:733.54ms
step:861/40500 train_loss:2.3779 aux_loss:0.0206 train_time:624241ms step_avg:733.54ms
step:862/40500 train_loss:2.3387 aux_loss:0.0209 train_time:624968ms step_avg:733.53ms
step:863/40500 train_loss:2.3117 aux_loss:0.0209 train_time:625692ms step_avg:733.52ms
step:864/40500 train_loss:2.4301 aux_loss:0.0208 train_time:626417ms step_avg:733.51ms
step:865/40500 train_loss:2.3243 aux_loss:0.0206 train_time:627153ms step_avg:733.51ms
step:866/40500 train_loss:2.2615 aux_loss:0.0202 train_time:627881ms step_avg:733.51ms
step:867/40500 train_loss:2.3314 aux_loss:0.0206 train_time:628607ms step_avg:733.50ms
step:868/40500 train_loss:2.2979 aux_loss:0.0210 train_time:629329ms step_avg:733.48ms
step:869/40500 train_loss:2.3366 aux_loss:0.0203 train_time:630065ms step_avg:733.49ms
step:870/40500 train_loss:2.2622 aux_loss:0.0197 train_time:630822ms step_avg:733.51ms
step:871/40500 train_loss:2.3365 aux_loss:0.0202 train_time:631574ms step_avg:733.54ms
step:872/40500 train_loss:2.3220 aux_loss:0.0205 train_time:632326ms step_avg:733.56ms
step:873/40500 train_loss:2.3494 aux_loss:0.0205 train_time:633079ms step_avg:733.58ms
step:874/40500 train_loss:2.3397 aux_loss:0.0205 train_time:633849ms step_avg:733.62ms
step:875/40500 train_loss:2.3955 aux_loss:0.0201 train_time:634636ms step_avg:733.68ms
step:876/40500 train_loss:2.2514 aux_loss:0.0203 train_time:635390ms step_avg:733.71ms
step:877/40500 train_loss:2.3800 aux_loss:0.0204 train_time:636140ms step_avg:733.73ms
step:878/40500 train_loss:2.2947 aux_loss:0.0198 train_time:636890ms step_avg:733.74ms
step:879/40500 train_loss:2.3589 aux_loss:0.0196 train_time:637639ms step_avg:733.76ms
step:880/40500 train_loss:2.3022 aux_loss:0.0201 train_time:638388ms step_avg:733.78ms
step:881/40500 train_loss:2.3987 aux_loss:0.0202 train_time:639138ms step_avg:733.80ms
step:882/40500 train_loss:2.3727 aux_loss:0.0197 train_time:639886ms step_avg:733.81ms
step:883/40500 train_loss:2.3015 aux_loss:0.0199 train_time:640617ms step_avg:733.81ms
step:884/40500 train_loss:2.3156 aux_loss:0.0200 train_time:641352ms step_avg:733.81ms
step:885/40500 train_loss:2.3214 aux_loss:0.0200 train_time:642082ms step_avg:733.81ms
step:886/40500 train_loss:2.3094 aux_loss:0.0200 train_time:642817ms step_avg:733.81ms
step:887/40500 train_loss:2.3350 aux_loss:0.0199 train_time:643545ms step_avg:733.80ms
step:888/40500 train_loss:2.3252 aux_loss:0.0202 train_time:644274ms step_avg:733.80ms
step:889/40500 train_loss:2.3409 aux_loss:0.0197 train_time:645009ms step_avg:733.80ms
step:890/40500 train_loss:2.3247 aux_loss:0.0194 train_time:645742ms step_avg:733.80ms
step:891/40500 train_loss:2.3518 aux_loss:0.0196 train_time:646482ms step_avg:733.81ms
step:892/40500 train_loss:2.2601 aux_loss:0.0196 train_time:647212ms step_avg:733.80ms
step:893/40500 train_loss:2.3001 aux_loss:0.0199 train_time:647948ms step_avg:733.80ms
step:894/40500 train_loss:2.3408 aux_loss:0.0199 train_time:648678ms step_avg:733.80ms
step:895/40500 train_loss:2.2914 aux_loss:0.0195 train_time:649408ms step_avg:733.79ms
step:896/40500 train_loss:2.2876 aux_loss:0.0196 train_time:650138ms step_avg:733.79ms
step:897/40500 train_loss:2.3060 aux_loss:0.0202 train_time:650873ms step_avg:733.79ms
step:898/40500 train_loss:2.3107 aux_loss:0.0195 train_time:651605ms step_avg:733.79ms
step:899/40500 train_loss:2.2725 aux_loss:0.0195 train_time:652346ms step_avg:733.80ms
step:900/40500 train_loss:2.2547 aux_loss:0.0198 train_time:653078ms step_avg:733.80ms
step:901/40500 train_loss:2.2828 aux_loss:0.0193 train_time:653810ms step_avg:733.79ms
step:902/40500 train_loss:2.3570 aux_loss:0.0193 train_time:654542ms step_avg:733.79ms
step:903/40500 train_loss:2.3218 aux_loss:0.0197 train_time:655275ms step_avg:733.79ms
step:904/40500 train_loss:2.2641 aux_loss:0.0195 train_time:656007ms step_avg:733.79ms
step:905/40500 train_loss:2.2938 aux_loss:0.0190 train_time:656737ms step_avg:733.78ms
step:906/40500 train_loss:2.2391 aux_loss:0.0192 train_time:657465ms step_avg:733.78ms
step:907/40500 train_loss:2.2791 aux_loss:0.0192 train_time:658196ms step_avg:733.78ms
step:908/40500 train_loss:2.2619 aux_loss:0.0192 train_time:658925ms step_avg:733.77ms
step:909/40500 train_loss:2.2644 aux_loss:0.0193 train_time:659656ms step_avg:733.77ms
step:910/40500 train_loss:2.2863 aux_loss:0.0191 train_time:660386ms step_avg:733.76ms
step:911/40500 train_loss:2.2833 aux_loss:0.0193 train_time:661117ms step_avg:733.76ms
step:912/40500 train_loss:2.3218 aux_loss:0.0194 train_time:661851ms step_avg:733.76ms
step:913/40500 train_loss:2.3500 aux_loss:0.0190 train_time:662583ms step_avg:733.76ms
step:914/40500 train_loss:2.2670 aux_loss:0.0191 train_time:663320ms step_avg:733.76ms
step:915/40500 train_loss:2.2728 aux_loss:0.0189 train_time:664049ms step_avg:733.76ms
step:916/40500 train_loss:2.2634 aux_loss:0.0191 train_time:664780ms step_avg:733.75ms
step:917/40500 train_loss:2.2973 aux_loss:0.0189 train_time:665509ms step_avg:733.75ms
step:918/40500 train_loss:2.3870 aux_loss:0.0186 train_time:666240ms step_avg:733.74ms
step:919/40500 train_loss:2.3328 aux_loss:0.0186 train_time:666968ms step_avg:733.74ms
step:920/40500 train_loss:2.2705 aux_loss:0.0187 train_time:667702ms step_avg:733.74ms
step:921/40500 train_loss:2.2819 aux_loss:0.0188 train_time:668437ms step_avg:733.74ms
step:922/40500 train_loss:2.2880 aux_loss:0.0187 train_time:669172ms step_avg:733.74ms
step:923/40500 train_loss:2.2736 aux_loss:0.0187 train_time:669909ms step_avg:733.74ms
step:924/40500 train_loss:2.2533 aux_loss:0.0189 train_time:670655ms step_avg:733.76ms
step:925/40500 train_loss:2.3464 aux_loss:0.0186 train_time:671399ms step_avg:733.77ms
step:926/40500 train_loss:2.2352 aux_loss:0.0184 train_time:672145ms step_avg:733.78ms
step:927/40500 train_loss:2.2968 aux_loss:0.0187 train_time:672895ms step_avg:733.80ms
step:928/40500 train_loss:2.3483 aux_loss:0.0188 train_time:673642ms step_avg:733.81ms
step:929/40500 train_loss:2.2855 aux_loss:0.0186 train_time:674388ms step_avg:733.83ms
step:930/40500 train_loss:2.2546 aux_loss:0.0185 train_time:675124ms step_avg:733.83ms
step:931/40500 train_loss:2.2531 aux_loss:0.0183 train_time:675861ms step_avg:733.83ms
step:932/40500 train_loss:2.3206 aux_loss:0.0183 train_time:676596ms step_avg:733.84ms
step:933/40500 train_loss:2.2563 aux_loss:0.0184 train_time:677338ms step_avg:733.84ms
step:934/40500 train_loss:2.3055 aux_loss:0.0186 train_time:678079ms step_avg:733.85ms
step:935/40500 train_loss:2.3025 aux_loss:0.0183 train_time:678826ms step_avg:733.87ms
step:936/40500 train_loss:2.3212 aux_loss:0.0179 train_time:679558ms step_avg:733.86ms
step:937/40500 train_loss:2.2823 aux_loss:0.0183 train_time:680301ms step_avg:733.87ms
step:938/40500 train_loss:2.3123 aux_loss:0.0184 train_time:681055ms step_avg:733.90ms
step:939/40500 train_loss:2.3448 aux_loss:0.0181 train_time:681790ms step_avg:733.90ms
step:940/40500 train_loss:2.3213 aux_loss:0.0181 train_time:682515ms step_avg:733.89ms
step:941/40500 train_loss:2.2093 aux_loss:0.0180 train_time:683248ms step_avg:733.89ms
step:942/40500 train_loss:2.2481 aux_loss:0.0178 train_time:683993ms step_avg:733.90ms
step:943/40500 train_loss:2.2640 aux_loss:0.0181 train_time:684730ms step_avg:733.90ms
step:944/40500 train_loss:2.2524 aux_loss:0.0180 train_time:685465ms step_avg:733.90ms
step:945/40500 train_loss:2.2207 aux_loss:0.0180 train_time:686197ms step_avg:733.90ms
step:946/40500 train_loss:2.3268 aux_loss:0.0181 train_time:686932ms step_avg:733.90ms
step:947/40500 train_loss:2.3002 aux_loss:0.0179 train_time:687687ms step_avg:733.92ms
step:948/40500 train_loss:2.2697 aux_loss:0.0179 train_time:688427ms step_avg:733.93ms
step:949/40500 train_loss:2.2800 aux_loss:0.0182 train_time:689150ms step_avg:733.92ms
step:950/40500 train_loss:2.2944 aux_loss:0.0181 train_time:689873ms step_avg:733.91ms
step:951/40500 train_loss:2.2425 aux_loss:0.0180 train_time:690600ms step_avg:733.90ms
step:952/40500 train_loss:2.2704 aux_loss:0.0184 train_time:691336ms step_avg:733.90ms
step:953/40500 train_loss:2.2751 aux_loss:0.0177 train_time:692071ms step_avg:733.90ms
step:954/40500 train_loss:2.2978 aux_loss:0.0177 train_time:692838ms step_avg:733.94ms
step:955/40500 train_loss:2.2639 aux_loss:0.0181 train_time:693580ms step_avg:733.95ms
step:956/40500 train_loss:2.3483 aux_loss:0.0184 train_time:694307ms step_avg:733.94ms
step:957/40500 train_loss:2.2433 aux_loss:0.0179 train_time:695073ms step_avg:733.97ms
step:958/40500 train_loss:2.3069 aux_loss:0.0180 train_time:695824ms step_avg:733.99ms
step:959/40500 train_loss:2.3832 aux_loss:0.0179 train_time:696550ms step_avg:733.98ms
step:960/40500 train_loss:2.3035 aux_loss:0.0178 train_time:697306ms step_avg:734.01ms
step:961/40500 train_loss:2.2538 aux_loss:0.0179 train_time:698055ms step_avg:734.02ms
step:962/40500 train_loss:2.2971 aux_loss:0.0172 train_time:698804ms step_avg:734.04ms
step:963/40500 train_loss:2.2553 aux_loss:0.0173 train_time:699527ms step_avg:734.03ms
step:964/40500 train_loss:2.2877 aux_loss:0.0183 train_time:700275ms step_avg:734.04ms
step:965/40500 train_loss:2.2386 aux_loss:0.0176 train_time:701012ms step_avg:734.04ms
step:966/40500 train_loss:2.2662 aux_loss:0.0175 train_time:701755ms step_avg:734.05ms
step:967/40500 train_loss:2.2764 aux_loss:0.0178 train_time:702500ms step_avg:734.06ms
step:968/40500 train_loss:2.2797 aux_loss:0.0178 train_time:703253ms step_avg:734.08ms
step:969/40500 train_loss:2.2915 aux_loss:0.0174 train_time:704008ms step_avg:734.11ms
step:970/40500 train_loss:2.2196 aux_loss:0.0174 train_time:704754ms step_avg:734.12ms
step:971/40500 train_loss:2.3021 aux_loss:0.0172 train_time:705498ms step_avg:734.13ms
step:972/40500 train_loss:2.3177 aux_loss:0.0170 train_time:706228ms step_avg:734.13ms
step:973/40500 train_loss:2.3136 aux_loss:0.0177 train_time:706950ms step_avg:734.11ms
step:974/40500 train_loss:2.2526 aux_loss:0.0177 train_time:707685ms step_avg:734.11ms
step:975/40500 train_loss:2.2259 aux_loss:0.0170 train_time:708407ms step_avg:734.10ms
step:976/40500 train_loss:2.2954 aux_loss:0.0169 train_time:709138ms step_avg:734.10ms
step:977/40500 train_loss:2.2689 aux_loss:0.0172 train_time:709872ms step_avg:734.10ms
step:978/40500 train_loss:2.2628 aux_loss:0.0174 train_time:710635ms step_avg:734.13ms
step:979/40500 train_loss:2.2489 aux_loss:0.0169 train_time:711370ms step_avg:734.13ms
step:980/40500 train_loss:2.2611 aux_loss:0.0168 train_time:712108ms step_avg:734.13ms
step:981/40500 train_loss:2.2670 aux_loss:0.0171 train_time:712844ms step_avg:734.13ms
step:982/40500 train_loss:2.2474 aux_loss:0.0170 train_time:713577ms step_avg:734.13ms
step:983/40500 train_loss:2.2493 aux_loss:0.0173 train_time:714306ms step_avg:734.13ms
step:984/40500 train_loss:2.2416 aux_loss:0.0169 train_time:715038ms step_avg:734.13ms
step:985/40500 train_loss:2.2427 aux_loss:0.0167 train_time:715772ms step_avg:734.13ms
step:986/40500 train_loss:2.2170 aux_loss:0.0172 train_time:716507ms step_avg:734.13ms
step:987/40500 train_loss:2.2513 aux_loss:0.0171 train_time:717249ms step_avg:734.13ms
step:988/40500 train_loss:2.2998 aux_loss:0.0165 train_time:717984ms step_avg:734.13ms
step:989/40500 train_loss:2.2558 aux_loss:0.0170 train_time:718728ms step_avg:734.14ms
step:990/40500 train_loss:2.3493 aux_loss:0.0170 train_time:719466ms step_avg:734.15ms
step:991/40500 train_loss:2.2915 aux_loss:0.0169 train_time:720211ms step_avg:734.16ms
step:992/40500 train_loss:2.2808 aux_loss:0.0170 train_time:720937ms step_avg:734.15ms
step:993/40500 train_loss:2.2648 aux_loss:0.0165 train_time:721663ms step_avg:734.14ms
step:994/40500 train_loss:2.1599 aux_loss:0.0165 train_time:722429ms step_avg:734.18ms
step:995/40500 train_loss:2.2396 aux_loss:0.0168 train_time:723169ms step_avg:734.18ms
step:996/40500 train_loss:2.1926 aux_loss:0.0169 train_time:723906ms step_avg:734.19ms
step:997/40500 train_loss:2.3197 aux_loss:0.0165 train_time:724640ms step_avg:734.18ms
step:998/40500 train_loss:2.2354 aux_loss:0.0166 train_time:725413ms step_avg:734.22ms
step:999/40500 train_loss:2.3208 aux_loss:0.0168 train_time:726150ms step_avg:734.23ms
step:1000/40500 train_loss:2.2723 aux_loss:0.0165 train_time:726881ms step_avg:734.22ms
step:1001/40500 train_loss:2.2772 aux_loss:0.0168 train_time:727607ms step_avg:734.22ms
step:1002/40500 train_loss:2.2683 aux_loss:0.0166 train_time:728331ms step_avg:734.20ms
step:1003/40500 train_loss:2.2200 aux_loss:0.0166 train_time:729052ms step_avg:734.19ms
step:1004/40500 train_loss:2.2069 aux_loss:0.0167 train_time:729777ms step_avg:734.18ms
step:1005/40500 train_loss:2.2502 aux_loss:0.0167 train_time:730497ms step_avg:734.17ms
step:1006/40500 train_loss:2.2712 aux_loss:0.0165 train_time:731217ms step_avg:734.15ms
step:1007/40500 train_loss:2.1994 aux_loss:0.0165 train_time:731943ms step_avg:734.15ms
step:1008/40500 train_loss:2.2350 aux_loss:0.0169 train_time:732672ms step_avg:734.14ms
step:1009/40500 train_loss:2.2492 aux_loss:0.0165 train_time:733399ms step_avg:734.13ms
step:1010/40500 train_loss:2.2353 aux_loss:0.0162 train_time:734132ms step_avg:734.13ms
step:1011/40500 train_loss:2.2763 aux_loss:0.0163 train_time:734865ms step_avg:734.13ms
step:1012/40500 train_loss:2.3066 aux_loss:0.0168 train_time:735608ms step_avg:734.14ms
step:1013/40500 train_loss:2.2273 aux_loss:0.0162 train_time:736343ms step_avg:734.14ms
step:1014/40500 train_loss:2.1994 aux_loss:0.0167 train_time:737077ms step_avg:734.14ms
step:1015/40500 train_loss:2.2524 aux_loss:0.0163 train_time:737797ms step_avg:734.13ms
step:1016/40500 train_loss:2.2703 aux_loss:0.0160 train_time:738518ms step_avg:734.11ms
step:1017/40500 train_loss:2.2386 aux_loss:0.0164 train_time:739243ms step_avg:734.10ms
step:1018/40500 train_loss:2.2121 aux_loss:0.0163 train_time:739982ms step_avg:734.11ms
step:1019/40500 train_loss:2.2866 aux_loss:0.0164 train_time:740731ms step_avg:734.12ms
step:1020/40500 train_loss:2.2095 aux_loss:0.0161 train_time:741455ms step_avg:734.11ms
step:1021/40500 train_loss:2.2127 aux_loss:0.0158 train_time:742176ms step_avg:734.10ms
step:1022/40500 train_loss:2.2067 aux_loss:0.0159 train_time:742898ms step_avg:734.09ms
step:1023/40500 train_loss:2.2904 aux_loss:0.0159 train_time:743620ms step_avg:734.08ms
step:1024/40500 train_loss:2.2162 aux_loss:0.0161 train_time:744342ms step_avg:734.07ms
step:1025/40500 train_loss:2.2053 aux_loss:0.0162 train_time:745065ms step_avg:734.05ms
step:1026/40500 train_loss:2.2721 aux_loss:0.0158 train_time:745787ms step_avg:734.04ms
step:1027/40500 train_loss:2.2626 aux_loss:0.0162 train_time:746510ms step_avg:734.03ms
step:1028/40500 train_loss:2.3281 aux_loss:0.0162 train_time:747233ms step_avg:734.02ms
step:1029/40500 train_loss:2.2008 aux_loss:0.0156 train_time:747967ms step_avg:734.02ms
step:1030/40500 train_loss:2.2759 aux_loss:0.0161 train_time:748712ms step_avg:734.03ms
step:1031/40500 train_loss:2.2270 aux_loss:0.0162 train_time:749435ms step_avg:734.02ms
step:1032/40500 train_loss:2.1882 aux_loss:0.0161 train_time:750157ms step_avg:734.01ms
step:1033/40500 train_loss:2.2240 aux_loss:0.0161 train_time:750882ms step_avg:734.00ms
step:1034/40500 train_loss:2.1949 aux_loss:0.0159 train_time:751607ms step_avg:733.99ms
step:1035/40500 train_loss:2.2878 aux_loss:0.0156 train_time:752331ms step_avg:733.98ms
step:1036/40500 train_loss:2.2214 aux_loss:0.0158 train_time:753054ms step_avg:733.97ms
step:1037/40500 train_loss:2.1897 aux_loss:0.0158 train_time:753778ms step_avg:733.96ms
step:1038/40500 train_loss:2.2456 aux_loss:0.0154 train_time:754517ms step_avg:733.97ms
step:1039/40500 train_loss:2.2537 aux_loss:0.0157 train_time:755241ms step_avg:733.96ms
step:1040/40500 train_loss:2.2382 aux_loss:0.0157 train_time:755976ms step_avg:733.96ms
step:1041/40500 train_loss:2.1801 aux_loss:0.0158 train_time:756697ms step_avg:733.95ms
step:1042/40500 train_loss:2.2234 aux_loss:0.0154 train_time:757427ms step_avg:733.94ms
step:1043/40500 train_loss:2.2058 aux_loss:0.0155 train_time:758152ms step_avg:733.93ms
step:1044/40500 train_loss:2.2909 aux_loss:0.0156 train_time:758873ms step_avg:733.92ms
step:1045/40500 train_loss:2.2050 aux_loss:0.0156 train_time:759597ms step_avg:733.91ms
step:1046/40500 train_loss:2.1983 aux_loss:0.0155 train_time:760326ms step_avg:733.91ms
step:1047/40500 train_loss:2.1691 aux_loss:0.0151 train_time:761052ms step_avg:733.90ms
step:1048/40500 train_loss:2.2477 aux_loss:0.0158 train_time:761772ms step_avg:733.88ms
step:1049/40500 train_loss:2.2165 aux_loss:0.0155 train_time:762498ms step_avg:733.88ms
step:1050/40500 train_loss:2.2576 aux_loss:0.0154 train_time:763224ms step_avg:733.87ms
step:1051/40500 train_loss:2.2287 aux_loss:0.0153 train_time:763962ms step_avg:733.87ms
step:1052/40500 train_loss:2.2836 aux_loss:0.0154 train_time:764687ms step_avg:733.86ms
step:1053/40500 train_loss:2.2055 aux_loss:0.0153 train_time:765409ms step_avg:733.85ms
step:1054/40500 train_loss:2.2687 aux_loss:0.0150 train_time:766131ms step_avg:733.84ms
step:1055/40500 train_loss:2.3108 aux_loss:0.0156 train_time:766852ms step_avg:733.83ms
step:1056/40500 train_loss:2.2342 aux_loss:0.0155 train_time:767576ms step_avg:733.82ms
step:1057/40500 train_loss:2.2422 aux_loss:0.0155 train_time:768315ms step_avg:733.83ms
step:1058/40500 train_loss:2.1679 aux_loss:0.0151 train_time:769054ms step_avg:733.83ms
step:1059/40500 train_loss:2.2277 aux_loss:0.0151 train_time:769800ms step_avg:733.84ms
step:1060/40500 train_loss:2.2003 aux_loss:0.0154 train_time:770526ms step_avg:733.83ms
step:1061/40500 train_loss:2.2150 aux_loss:0.0155 train_time:771248ms step_avg:733.82ms
step:1062/40500 train_loss:2.2629 aux_loss:0.0153 train_time:771973ms step_avg:733.81ms
step:1063/40500 train_loss:2.1882 aux_loss:0.0150 train_time:772698ms step_avg:733.81ms
step:1064/40500 train_loss:2.2318 aux_loss:0.0152 train_time:773426ms step_avg:733.80ms
step:1065/40500 train_loss:2.2007 aux_loss:0.0152 train_time:774147ms step_avg:733.79ms
step:1066/40500 train_loss:2.1879 aux_loss:0.0150 train_time:774870ms step_avg:733.78ms
step:1067/40500 train_loss:2.1810 aux_loss:0.0149 train_time:775596ms step_avg:733.77ms
step:1068/40500 train_loss:2.1291 aux_loss:0.0154 train_time:776319ms step_avg:733.76ms
step:1069/40500 train_loss:2.2093 aux_loss:0.0153 train_time:777042ms step_avg:733.75ms
step:1070/40500 train_loss:2.2183 aux_loss:0.0154 train_time:777765ms step_avg:733.74ms
step:1071/40500 train_loss:2.1878 aux_loss:0.0147 train_time:778488ms step_avg:733.73ms
step:1072/40500 train_loss:2.2355 aux_loss:0.0146 train_time:779211ms step_avg:733.72ms
step:1073/40500 train_loss:2.2657 aux_loss:0.0151 train_time:779936ms step_avg:733.71ms
step:1074/40500 train_loss:2.2433 aux_loss:0.0148 train_time:780662ms step_avg:733.70ms
step:1075/40500 train_loss:2.2134 aux_loss:0.0150 train_time:781383ms step_avg:733.69ms
step:1076/40500 train_loss:2.2071 aux_loss:0.0154 train_time:782107ms step_avg:733.68ms
step:1077/40500 train_loss:2.2186 aux_loss:0.0147 train_time:782831ms step_avg:733.68ms
step:1078/40500 train_loss:2.1820 aux_loss:0.0148 train_time:783552ms step_avg:733.66ms
step:1079/40500 train_loss:2.2022 aux_loss:0.0149 train_time:784275ms step_avg:733.65ms
step:1080/40500 train_loss:2.2363 aux_loss:0.0148 train_time:785001ms step_avg:733.65ms
step:1081/40500 train_loss:2.2194 aux_loss:0.0148 train_time:785723ms step_avg:733.63ms
step:1082/40500 train_loss:2.1524 aux_loss:0.0151 train_time:786445ms step_avg:733.62ms
step:1083/40500 train_loss:2.2224 aux_loss:0.0146 train_time:787180ms step_avg:733.63ms
step:1084/40500 train_loss:2.2252 aux_loss:0.0147 train_time:787904ms step_avg:733.62ms
step:1085/40500 train_loss:2.2434 aux_loss:0.0148 train_time:788645ms step_avg:733.62ms
step:1086/40500 train_loss:2.2404 aux_loss:0.0145 train_time:789369ms step_avg:733.61ms
step:1087/40500 train_loss:2.2129 aux_loss:0.0142 train_time:790094ms step_avg:733.61ms
step:1088/40500 train_loss:2.2695 aux_loss:0.0146 train_time:790819ms step_avg:733.60ms
step:1089/40500 train_loss:2.2232 aux_loss:0.0146 train_time:791540ms step_avg:733.59ms
step:1090/40500 train_loss:2.2652 aux_loss:0.0147 train_time:792263ms step_avg:733.58ms
step:1091/40500 train_loss:2.1805 aux_loss:0.0146 train_time:792987ms step_avg:733.57ms
step:1092/40500 train_loss:2.2269 aux_loss:0.0142 train_time:793708ms step_avg:733.56ms
step:1093/40500 train_loss:2.2266 aux_loss:0.0143 train_time:794432ms step_avg:733.55ms
step:1094/40500 train_loss:2.1980 aux_loss:0.0150 train_time:795158ms step_avg:733.54ms
step:1095/40500 train_loss:2.2092 aux_loss:0.0145 train_time:795880ms step_avg:733.53ms
step:1096/40500 train_loss:2.1785 aux_loss:0.0141 train_time:796603ms step_avg:733.52ms
step:1097/40500 train_loss:2.2315 aux_loss:0.0147 train_time:797335ms step_avg:733.52ms
step:1098/40500 train_loss:2.2314 aux_loss:0.0146 train_time:798069ms step_avg:733.52ms
step:1099/40500 train_loss:2.2215 aux_loss:0.0145 train_time:798793ms step_avg:733.51ms
step:1100/40500 train_loss:2.2229 aux_loss:0.0148 train_time:799518ms step_avg:733.50ms
step:1101/40500 train_loss:2.1321 aux_loss:0.0150 train_time:800257ms step_avg:733.51ms
step:1102/40500 train_loss:2.1526 aux_loss:0.0146 train_time:800985ms step_avg:733.50ms
step:1103/40500 train_loss:2.2216 aux_loss:0.0143 train_time:801723ms step_avg:733.51ms
step:1104/40500 train_loss:2.1113 aux_loss:0.0142 train_time:802447ms step_avg:733.50ms
step:1105/40500 train_loss:2.1447 aux_loss:0.0141 train_time:803170ms step_avg:733.49ms
step:1106/40500 train_loss:2.1548 aux_loss:0.0144 train_time:803894ms step_avg:733.48ms
step:1107/40500 train_loss:2.1857 aux_loss:0.0144 train_time:804616ms step_avg:733.47ms
step:1108/40500 train_loss:2.1772 aux_loss:0.0145 train_time:805337ms step_avg:733.46ms
step:1109/40500 train_loss:2.2268 aux_loss:0.0140 train_time:806061ms step_avg:733.45ms
step:1110/40500 train_loss:2.1393 aux_loss:0.0146 train_time:806799ms step_avg:733.45ms
step:1111/40500 train_loss:2.1969 aux_loss:0.0141 train_time:807539ms step_avg:733.46ms
step:1112/40500 train_loss:2.2054 aux_loss:0.0140 train_time:808267ms step_avg:733.45ms
step:1113/40500 train_loss:2.2098 aux_loss:0.0136 train_time:808998ms step_avg:733.45ms
step:1114/40500 train_loss:2.1606 aux_loss:0.0147 train_time:809736ms step_avg:733.46ms
step:1115/40500 train_loss:2.1896 aux_loss:0.0147 train_time:810460ms step_avg:733.45ms
step:1116/40500 train_loss:2.2492 aux_loss:0.0140 train_time:811183ms step_avg:733.44ms
step:1117/40500 train_loss:2.2100 aux_loss:0.0136 train_time:811905ms step_avg:733.43ms
step:1118/40500 train_loss:2.2059 aux_loss:0.0143 train_time:812630ms step_avg:733.42ms
step:1119/40500 train_loss:2.1813 aux_loss:0.0143 train_time:813354ms step_avg:733.41ms
step:1120/40500 train_loss:2.1475 aux_loss:0.0139 train_time:814074ms step_avg:733.40ms
step:1121/40500 train_loss:2.2314 aux_loss:0.0142 train_time:814797ms step_avg:733.39ms
step:1122/40500 train_loss:2.2424 aux_loss:0.0143 train_time:815521ms step_avg:733.38ms
step:1123/40500 train_loss:2.2369 aux_loss:0.0142 train_time:816243ms step_avg:733.37ms
step:1124/40500 train_loss:2.2252 aux_loss:0.0142 train_time:816969ms step_avg:733.37ms
step:1125/40500 train_loss:2.1618 aux_loss:0.0137 train_time:817716ms step_avg:733.38ms
step:1126/40500 train_loss:2.1861 aux_loss:0.0137 train_time:818441ms step_avg:733.37ms
step:1127/40500 train_loss:2.1791 aux_loss:0.0146 train_time:819164ms step_avg:733.36ms
step:1128/40500 train_loss:2.2214 aux_loss:0.0138 train_time:819890ms step_avg:733.35ms
step:1129/40500 train_loss:2.1799 aux_loss:0.0137 train_time:820614ms step_avg:733.35ms
step:1130/40500 train_loss:2.1162 aux_loss:0.0140 train_time:821336ms step_avg:733.34ms
step:1131/40500 train_loss:2.1331 aux_loss:0.0139 train_time:822059ms step_avg:733.33ms
step:1132/40500 train_loss:2.1959 aux_loss:0.0140 train_time:822784ms step_avg:733.32ms
step:1133/40500 train_loss:2.2305 aux_loss:0.0139 train_time:823508ms step_avg:733.31ms
step:1134/40500 train_loss:2.1677 aux_loss:0.0139 train_time:824231ms step_avg:733.30ms
step:1135/40500 train_loss:2.1956 aux_loss:0.0138 train_time:824955ms step_avg:733.29ms
step:1136/40500 train_loss:2.0970 aux_loss:0.0136 train_time:825679ms step_avg:733.29ms
step:1137/40500 train_loss:2.2430 aux_loss:0.0134 train_time:826403ms step_avg:733.28ms
step:1138/40500 train_loss:2.2837 aux_loss:0.0138 train_time:827128ms step_avg:733.27ms
step:1139/40500 train_loss:2.1391 aux_loss:0.0140 train_time:827851ms step_avg:733.26ms
step:1140/40500 train_loss:2.1875 aux_loss:0.0136 train_time:828575ms step_avg:733.25ms
step:1141/40500 train_loss:2.1674 aux_loss:0.0138 train_time:829298ms step_avg:733.24ms
step:1142/40500 train_loss:2.2479 aux_loss:0.0139 train_time:830024ms step_avg:733.24ms
step:1143/40500 train_loss:2.1919 aux_loss:0.0136 train_time:830749ms step_avg:733.23ms
step:1144/40500 train_loss:2.1436 aux_loss:0.0133 train_time:831472ms step_avg:733.22ms
step:1145/40500 train_loss:2.2296 aux_loss:0.0139 train_time:832195ms step_avg:733.21ms
step:1146/40500 train_loss:2.1756 aux_loss:0.0138 train_time:832919ms step_avg:733.20ms
step:1147/40500 train_loss:2.1872 aux_loss:0.0136 train_time:833645ms step_avg:733.20ms
step:1148/40500 train_loss:2.2004 aux_loss:0.0135 train_time:834368ms step_avg:733.19ms
step:1149/40500 train_loss:2.1999 aux_loss:0.0133 train_time:835090ms step_avg:733.18ms
step:1150/40500 train_loss:2.2109 aux_loss:0.0135 train_time:835815ms step_avg:733.17ms
step:1151/40500 train_loss:2.1858 aux_loss:0.0135 train_time:836540ms step_avg:733.16ms
step:1152/40500 train_loss:2.1874 aux_loss:0.0132 train_time:837263ms step_avg:733.16ms
step:1153/40500 train_loss:2.1339 aux_loss:0.0134 train_time:837988ms step_avg:733.15ms
step:1154/40500 train_loss:2.1854 aux_loss:0.0134 train_time:838708ms step_avg:733.14ms
step:1155/40500 train_loss:2.1664 aux_loss:0.0133 train_time:839430ms step_avg:733.13ms
step:1156/40500 train_loss:2.2193 aux_loss:0.0139 train_time:840153ms step_avg:733.12ms
step:1157/40500 train_loss:2.2068 aux_loss:0.0134 train_time:840878ms step_avg:733.11ms
step:1158/40500 train_loss:2.1822 aux_loss:0.0138 train_time:841602ms step_avg:733.10ms
step:1159/40500 train_loss:2.1968 aux_loss:0.0135 train_time:842326ms step_avg:733.09ms
step:1160/40500 train_loss:2.1350 aux_loss:0.0131 train_time:843046ms step_avg:733.08ms
step:1161/40500 train_loss:2.1812 aux_loss:0.0130 train_time:843769ms step_avg:733.07ms
step:1162/40500 train_loss:2.1838 aux_loss:0.0132 train_time:844491ms step_avg:733.07ms
step:1163/40500 train_loss:2.1525 aux_loss:0.0132 train_time:845216ms step_avg:733.06ms
step:1164/40500 train_loss:2.1474 aux_loss:0.0134 train_time:845941ms step_avg:733.05ms
step:1165/40500 train_loss:2.1780 aux_loss:0.0131 train_time:846666ms step_avg:733.04ms
step:1166/40500 train_loss:2.2209 aux_loss:0.0132 train_time:847385ms step_avg:733.03ms
step:1167/40500 train_loss:2.1884 aux_loss:0.0127 train_time:848107ms step_avg:733.02ms
step:1168/40500 train_loss:2.1377 aux_loss:0.0134 train_time:848831ms step_avg:733.01ms
step:1169/40500 train_loss:2.1826 aux_loss:0.0141 train_time:849555ms step_avg:733.01ms
step:1170/40500 train_loss:2.2089 aux_loss:0.0133 train_time:850279ms step_avg:733.00ms
step:1171/40500 train_loss:2.2165 aux_loss:0.0129 train_time:851004ms step_avg:732.99ms
step:1172/40500 train_loss:2.2242 aux_loss:0.0134 train_time:851724ms step_avg:732.98ms
step:1173/40500 train_loss:2.2088 aux_loss:0.0134 train_time:852447ms step_avg:732.97ms
step:1174/40500 train_loss:2.1911 aux_loss:0.0129 train_time:853170ms step_avg:732.96ms
step:1175/40500 train_loss:2.1063 aux_loss:0.0130 train_time:853895ms step_avg:732.96ms
step:1176/40500 train_loss:2.2183 aux_loss:0.0132 train_time:854620ms step_avg:732.95ms
step:1177/40500 train_loss:2.1907 aux_loss:0.0131 train_time:855343ms step_avg:732.94ms
step:1178/40500 train_loss:2.1756 aux_loss:0.0132 train_time:856067ms step_avg:732.93ms
step:1179/40500 train_loss:2.1019 aux_loss:0.0128 train_time:856790ms step_avg:732.93ms
step:1180/40500 train_loss:2.1256 aux_loss:0.0130 train_time:857518ms step_avg:732.92ms
step:1181/40500 train_loss:2.1058 aux_loss:0.0131 train_time:858237ms step_avg:732.91ms
step:1182/40500 train_loss:2.1330 aux_loss:0.0129 train_time:858962ms step_avg:732.90ms
step:1183/40500 train_loss:2.2169 aux_loss:0.0131 train_time:859684ms step_avg:732.89ms
step:1184/40500 train_loss:2.1759 aux_loss:0.0129 train_time:860403ms step_avg:732.88ms
step:1185/40500 train_loss:2.1598 aux_loss:0.0129 train_time:861147ms step_avg:732.89ms
step:1186/40500 train_loss:2.2003 aux_loss:0.0133 train_time:861880ms step_avg:732.89ms
step:1187/40500 train_loss:2.1386 aux_loss:0.0131 train_time:862601ms step_avg:732.88ms
step:1188/40500 train_loss:2.1264 aux_loss:0.0126 train_time:863321ms step_avg:732.87ms
step:1189/40500 train_loss:2.0859 aux_loss:0.0130 train_time:864043ms step_avg:732.86ms
step:1190/40500 train_loss:2.2256 aux_loss:0.0128 train_time:864764ms step_avg:732.85ms
step:1191/40500 train_loss:2.1359 aux_loss:0.0130 train_time:865487ms step_avg:732.84ms
step:1192/40500 train_loss:2.1598 aux_loss:0.0128 train_time:866211ms step_avg:732.83ms
step:1193/40500 train_loss:2.1564 aux_loss:0.0130 train_time:866937ms step_avg:732.83ms
step:1194/40500 train_loss:2.1529 aux_loss:0.0126 train_time:867660ms step_avg:732.82ms
step:1195/40500 train_loss:2.1367 aux_loss:0.0126 train_time:868378ms step_avg:732.81ms
step:1196/40500 train_loss:2.1563 aux_loss:0.0127 train_time:869098ms step_avg:732.80ms
step:1197/40500 train_loss:2.1930 aux_loss:0.0126 train_time:869823ms step_avg:732.79ms
step:1198/40500 train_loss:2.2214 aux_loss:0.0127 train_time:870543ms step_avg:732.78ms
step:1199/40500 train_loss:2.2478 aux_loss:0.0127 train_time:871263ms step_avg:732.77ms
step:1200/40500 train_loss:2.1794 aux_loss:0.0126 train_time:871986ms step_avg:732.76ms
step:1201/40500 train_loss:2.1772 aux_loss:0.0130 train_time:872708ms step_avg:732.75ms
step:1202/40500 train_loss:2.1916 aux_loss:0.0122 train_time:873429ms step_avg:732.74ms
step:1203/40500 train_loss:2.1929 aux_loss:0.0125 train_time:874154ms step_avg:732.74ms
step:1204/40500 train_loss:2.2177 aux_loss:0.0129 train_time:874878ms step_avg:732.73ms
step:1205/40500 train_loss:2.2242 aux_loss:0.0127 train_time:875612ms step_avg:732.73ms
step:1206/40500 train_loss:2.1712 aux_loss:0.0127 train_time:876346ms step_avg:732.73ms
step:1207/40500 train_loss:2.1030 aux_loss:0.0122 train_time:877070ms step_avg:732.72ms
step:1208/40500 train_loss:2.2149 aux_loss:0.0125 train_time:877796ms step_avg:732.72ms
step:1209/40500 train_loss:2.1667 aux_loss:0.0126 train_time:878518ms step_avg:732.71ms
step:1210/40500 train_loss:2.0688 aux_loss:0.0125 train_time:879244ms step_avg:732.70ms
step:1211/40500 train_loss:2.1494 aux_loss:0.0126 train_time:879970ms step_avg:732.70ms
step:1212/40500 train_loss:2.1852 aux_loss:0.0126 train_time:880695ms step_avg:732.69ms
step:1213/40500 train_loss:2.1528 aux_loss:0.0121 train_time:881419ms step_avg:732.68ms
step:1214/40500 train_loss:2.2172 aux_loss:0.0127 train_time:882141ms step_avg:732.68ms
step:1215/40500 train_loss:2.1275 aux_loss:0.0130 train_time:882869ms step_avg:732.67ms
step:1216/40500 train_loss:2.1156 aux_loss:0.0125 train_time:883595ms step_avg:732.67ms
step:1217/40500 train_loss:2.1340 aux_loss:0.0126 train_time:884314ms step_avg:732.65ms
step:1218/40500 train_loss:2.1793 aux_loss:0.0123 train_time:885038ms step_avg:732.65ms
step:1219/40500 train_loss:2.2031 aux_loss:0.0122 train_time:885764ms step_avg:732.64ms
step:1220/40500 train_loss:2.1496 aux_loss:0.0126 train_time:886485ms step_avg:732.63ms
step:1221/40500 train_loss:2.0897 aux_loss:0.0123 train_time:887210ms step_avg:732.63ms
step:1222/40500 train_loss:2.2357 aux_loss:0.0120 train_time:887933ms step_avg:732.62ms
step:1223/40500 train_loss:2.2272 aux_loss:0.0123 train_time:888653ms step_avg:732.61ms
step:1224/40500 train_loss:2.2111 aux_loss:0.0124 train_time:889373ms step_avg:732.60ms
step:1225/40500 train_loss:2.0977 aux_loss:0.0120 train_time:890096ms step_avg:732.59ms
step:1226/40500 train_loss:2.1328 aux_loss:0.0124 train_time:890818ms step_avg:732.58ms
step:1227/40500 train_loss:2.1899 aux_loss:0.0122 train_time:891542ms step_avg:732.57ms
step:1228/40500 train_loss:2.1746 aux_loss:0.0116 train_time:892268ms step_avg:732.57ms
step:1229/40500 train_loss:2.1218 aux_loss:0.0125 train_time:892992ms step_avg:732.56ms
step:1230/40500 train_loss:2.1806 aux_loss:0.0126 train_time:893712ms step_avg:732.55ms
step:1231/40500 train_loss:2.1392 aux_loss:0.0121 train_time:894434ms step_avg:732.54ms
step:1232/40500 train_loss:2.1707 aux_loss:0.0118 train_time:895157ms step_avg:732.53ms
step:1233/40500 train_loss:2.1763 aux_loss:0.0120 train_time:895881ms step_avg:732.53ms
step:1234/40500 train_loss:2.2131 aux_loss:0.0122 train_time:896607ms step_avg:732.52ms
step:1235/40500 train_loss:2.1328 aux_loss:0.0122 train_time:897329ms step_avg:732.51ms
step:1236/40500 train_loss:2.1890 aux_loss:0.0118 train_time:898052ms step_avg:732.51ms
step:1237/40500 train_loss:2.1874 aux_loss:0.0121 train_time:898776ms step_avg:732.50ms
step:1238/40500 train_loss:2.1412 aux_loss:0.0118 train_time:899500ms step_avg:732.49ms
step:1239/40500 train_loss:2.2081 aux_loss:0.0120 train_time:900224ms step_avg:732.49ms
step:1240/40500 train_loss:2.2180 aux_loss:0.0121 train_time:900949ms step_avg:732.48ms
step:1241/40500 train_loss:2.1994 aux_loss:0.0118 train_time:901671ms step_avg:732.47ms
step:1242/40500 train_loss:2.1290 aux_loss:0.0121 train_time:902394ms step_avg:732.46ms
step:1243/40500 train_loss:2.1537 aux_loss:0.0124 train_time:903118ms step_avg:732.46ms
step:1244/40500 train_loss:2.1587 aux_loss:0.0120 train_time:903842ms step_avg:732.45ms
step:1245/40500 train_loss:2.1227 aux_loss:0.0120 train_time:904566ms step_avg:732.44ms
step:1246/40500 train_loss:2.1497 aux_loss:0.0120 train_time:905291ms step_avg:732.44ms
step:1247/40500 train_loss:2.0505 aux_loss:0.0125 train_time:906011ms step_avg:732.43ms
step:1248/40500 train_loss:2.1875 aux_loss:0.0124 train_time:906733ms step_avg:732.42ms
step:1249/40500 train_loss:2.1521 aux_loss:0.0118 train_time:907457ms step_avg:732.41ms
step:1250/40500 train_loss:2.1431 aux_loss:0.0120 train_time:908182ms step_avg:732.41ms
step:1251/40500 train_loss:2.1388 aux_loss:0.0123 train_time:908909ms step_avg:732.40ms
step:1252/40500 train_loss:2.1597 aux_loss:0.0120 train_time:909631ms step_avg:732.39ms
step:1253/40500 train_loss:2.1488 aux_loss:0.0119 train_time:910355ms step_avg:732.39ms
step:1254/40500 train_loss:2.0928 aux_loss:0.0116 train_time:911089ms step_avg:732.39ms
step:1255/40500 train_loss:2.1366 aux_loss:0.0119 train_time:911854ms step_avg:732.41ms
step:1256/40500 train_loss:2.1834 aux_loss:0.0123 train_time:912587ms step_avg:732.41ms
step:1257/40500 train_loss:2.1474 aux_loss:0.0113 train_time:913311ms step_avg:732.41ms
step:1258/40500 train_loss:2.1626 aux_loss:0.0122 train_time:914042ms step_avg:732.41ms
step:1259/40500 train_loss:2.1236 aux_loss:0.0122 train_time:914780ms step_avg:732.41ms
step:1260/40500 train_loss:2.1650 aux_loss:0.0114 train_time:915503ms step_avg:732.40ms
step:1261/40500 train_loss:2.1743 aux_loss:0.0121 train_time:916226ms step_avg:732.40ms
step:1262/40500 train_loss:2.1750 aux_loss:0.0121 train_time:916956ms step_avg:732.39ms
step:1263/40500 train_loss:2.1219 aux_loss:0.0117 train_time:917683ms step_avg:732.39ms
step:1264/40500 train_loss:2.0988 aux_loss:0.0115 train_time:918408ms step_avg:732.38ms
step:1265/40500 train_loss:2.2344 aux_loss:0.0116 train_time:919132ms step_avg:732.38ms
step:1266/40500 train_loss:2.1363 aux_loss:0.0126 train_time:919856ms step_avg:732.37ms
step:1267/40500 train_loss:2.1147 aux_loss:0.0115 train_time:920578ms step_avg:732.36ms
step:1268/40500 train_loss:2.2031 aux_loss:0.0115 train_time:921305ms step_avg:732.36ms
step:1269/40500 train_loss:2.1409 aux_loss:0.0116 train_time:922028ms step_avg:732.35ms
step:1270/40500 train_loss:2.1703 aux_loss:0.0119 train_time:922752ms step_avg:732.34ms
step:1271/40500 train_loss:2.0911 aux_loss:0.0117 train_time:923490ms step_avg:732.35ms
step:1272/40500 train_loss:2.1255 aux_loss:0.0113 train_time:924214ms step_avg:732.34ms
step:1273/40500 train_loss:2.1634 aux_loss:0.0116 train_time:924934ms step_avg:732.33ms
step:1274/40500 train_loss:2.1618 aux_loss:0.0115 train_time:925669ms step_avg:732.33ms
step:1275/40500 train_loss:2.1086 aux_loss:0.0113 train_time:926402ms step_avg:732.33ms
step:1276/40500 train_loss:2.1834 aux_loss:0.0112 train_time:927122ms step_avg:732.32ms
step:1277/40500 train_loss:2.1077 aux_loss:0.0116 train_time:927844ms step_avg:732.32ms
step:1278/40500 train_loss:2.1601 aux_loss:0.0115 train_time:928569ms step_avg:732.31ms
step:1279/40500 train_loss:2.1644 aux_loss:0.0111 train_time:929292ms step_avg:732.30ms
step:1280/40500 train_loss:2.1562 aux_loss:0.0115 train_time:930016ms step_avg:732.30ms
step:1281/40500 train_loss:2.1357 aux_loss:0.0110 train_time:930735ms step_avg:732.29ms
step:1282/40500 train_loss:2.1052 aux_loss:0.0114 train_time:931462ms step_avg:732.28ms
step:1283/40500 train_loss:2.1195 aux_loss:0.0118 train_time:932183ms step_avg:732.27ms
step:1284/40500 train_loss:2.0967 aux_loss:0.0115 train_time:932902ms step_avg:732.26ms
step:1285/40500 train_loss:2.1383 aux_loss:0.0113 train_time:933626ms step_avg:732.26ms
step:1286/40500 train_loss:2.1391 aux_loss:0.0116 train_time:934350ms step_avg:732.25ms
step:1287/40500 train_loss:2.1298 aux_loss:0.0117 train_time:935075ms step_avg:732.24ms
step:1288/40500 train_loss:2.1573 aux_loss:0.0113 train_time:935802ms step_avg:732.24ms
step:1289/40500 train_loss:2.1772 aux_loss:0.0118 train_time:936526ms step_avg:732.23ms
step:1290/40500 train_loss:2.1070 aux_loss:0.0113 train_time:937250ms step_avg:732.23ms
step:1291/40500 train_loss:2.1432 aux_loss:0.0110 train_time:937979ms step_avg:732.22ms
step:1292/40500 train_loss:2.1461 aux_loss:0.0119 train_time:938705ms step_avg:732.22ms
step:1293/40500 train_loss:2.1295 aux_loss:0.0118 train_time:939433ms step_avg:732.22ms
step:1294/40500 train_loss:2.1116 aux_loss:0.0114 train_time:940159ms step_avg:732.21ms
step:1295/40500 train_loss:2.1356 aux_loss:0.0115 train_time:940880ms step_avg:732.20ms
step:1296/40500 train_loss:2.1670 aux_loss:0.0114 train_time:941608ms step_avg:732.20ms
step:1297/40500 train_loss:2.1119 aux_loss:0.0113 train_time:942333ms step_avg:732.19ms
step:1298/40500 train_loss:2.1041 aux_loss:0.0112 train_time:943062ms step_avg:732.19ms
step:1299/40500 train_loss:2.0903 aux_loss:0.0110 train_time:943786ms step_avg:732.18ms
step:1300/40500 train_loss:2.0986 aux_loss:0.0113 train_time:944512ms step_avg:732.18ms
step:1301/40500 train_loss:2.0887 aux_loss:0.0111 train_time:945236ms step_avg:732.17ms
step:1302/40500 train_loss:2.1166 aux_loss:0.0112 train_time:945957ms step_avg:732.16ms
step:1303/40500 train_loss:2.0994 aux_loss:0.0114 train_time:946683ms step_avg:732.16ms
step:1304/40500 train_loss:2.1657 aux_loss:0.0115 train_time:947404ms step_avg:732.15ms
step:1305/40500 train_loss:2.1500 aux_loss:0.0109 train_time:948128ms step_avg:732.15ms
step:1306/40500 train_loss:2.1581 aux_loss:0.0111 train_time:948851ms step_avg:732.14ms
step:1307/40500 train_loss:2.2028 aux_loss:0.0112 train_time:949579ms step_avg:732.14ms
step:1308/40500 train_loss:2.1363 aux_loss:0.0110 train_time:950313ms step_avg:732.14ms
step:1309/40500 train_loss:2.1677 aux_loss:0.0113 train_time:951037ms step_avg:732.13ms
step:1310/40500 train_loss:2.1103 aux_loss:0.0110 train_time:951761ms step_avg:732.12ms
step:1311/40500 train_loss:2.1496 aux_loss:0.0111 train_time:952484ms step_avg:732.12ms
step:1312/40500 train_loss:2.1356 aux_loss:0.0111 train_time:953210ms step_avg:732.11ms
step:1313/40500 train_loss:2.1072 aux_loss:0.0110 train_time:953934ms step_avg:732.11ms
step:1314/40500 train_loss:2.1204 aux_loss:0.0113 train_time:954655ms step_avg:732.10ms
step:1315/40500 train_loss:2.1722 aux_loss:0.0112 train_time:955376ms step_avg:732.09ms
step:1316/40500 train_loss:2.1874 aux_loss:0.0114 train_time:956101ms step_avg:732.08ms
step:1317/40500 train_loss:2.1760 aux_loss:0.0109 train_time:956823ms step_avg:732.08ms
step:1318/40500 train_loss:2.1156 aux_loss:0.0116 train_time:957548ms step_avg:732.07ms
step:1319/40500 train_loss:2.1484 aux_loss:0.0106 train_time:958275ms step_avg:732.07ms
step:1320/40500 train_loss:2.1841 aux_loss:0.0112 train_time:958996ms step_avg:732.06ms
step:1321/40500 train_loss:2.0804 aux_loss:0.0114 train_time:959719ms step_avg:732.05ms
step:1322/40500 train_loss:2.0558 aux_loss:0.0108 train_time:960443ms step_avg:732.05ms
step:1323/40500 train_loss:2.0793 aux_loss:0.0107 train_time:961172ms step_avg:732.04ms
step:1324/40500 train_loss:2.1974 aux_loss:0.0114 train_time:961895ms step_avg:732.04ms
step:1325/40500 train_loss:2.1297 aux_loss:0.0109 train_time:962613ms step_avg:732.03ms
step:1326/40500 train_loss:2.1575 aux_loss:0.0109 train_time:963336ms step_avg:732.02ms
step:1327/40500 train_loss:2.1596 aux_loss:0.0112 train_time:964062ms step_avg:732.01ms
step:1328/40500 train_loss:2.1513 aux_loss:0.0111 train_time:964800ms step_avg:732.02ms
step:1329/40500 train_loss:2.1409 aux_loss:0.0106 train_time:965525ms step_avg:732.01ms
step:1330/40500 train_loss:2.1628 aux_loss:0.0109 train_time:966252ms step_avg:732.01ms
step:1331/40500 train_loss:2.0878 aux_loss:0.0108 train_time:966973ms step_avg:732.00ms
step:1332/40500 train_loss:2.1156 aux_loss:0.0110 train_time:967695ms step_avg:731.99ms
step:1333/40500 train_loss:2.1334 aux_loss:0.0110 train_time:968422ms step_avg:731.99ms
step:1334/40500 train_loss:2.1331 aux_loss:0.0104 train_time:969155ms step_avg:731.99ms
step:1335/40500 train_loss:2.1586 aux_loss:0.0110 train_time:969880ms step_avg:731.99ms
step:1336/40500 train_loss:2.0826 aux_loss:0.0110 train_time:970609ms step_avg:731.98ms
step:1337/40500 train_loss:2.1792 aux_loss:0.0106 train_time:971331ms step_avg:731.97ms
step:1338/40500 train_loss:2.1141 aux_loss:0.0105 train_time:972054ms step_avg:731.97ms
step:1339/40500 train_loss:2.1201 aux_loss:0.0107 train_time:972805ms step_avg:731.98ms
step:1340/40500 train_loss:2.1767 aux_loss:0.0110 train_time:973528ms step_avg:731.98ms
step:1341/40500 train_loss:2.0789 aux_loss:0.0107 train_time:974264ms step_avg:731.98ms
step:1342/40500 train_loss:2.0788 aux_loss:0.0107 train_time:975000ms step_avg:731.98ms
step:1343/40500 train_loss:2.1621 aux_loss:0.0106 train_time:975726ms step_avg:731.98ms
step:1344/40500 train_loss:2.0622 aux_loss:0.0110 train_time:976448ms step_avg:731.97ms
step:1345/40500 train_loss:2.1335 aux_loss:0.0103 train_time:977172ms step_avg:731.96ms
step:1346/40500 train_loss:2.1343 aux_loss:0.0104 train_time:977897ms step_avg:731.96ms
step:1347/40500 train_loss:2.1351 aux_loss:0.0108 train_time:978619ms step_avg:731.95ms
step:1348/40500 train_loss:2.1758 aux_loss:0.0106 train_time:979344ms step_avg:731.95ms
step:1349/40500 train_loss:2.0789 aux_loss:0.0105 train_time:980066ms step_avg:731.94ms
step:1350/40500 train_loss:2.1268 aux_loss:0.0107 train_time:980787ms step_avg:731.93ms
step:1351/40500 train_loss:2.1313 aux_loss:0.0108 train_time:981510ms step_avg:731.92ms
step:1352/40500 train_loss:2.1041 aux_loss:0.0109 train_time:982234ms step_avg:731.92ms
step:1353/40500 train_loss:2.1639 aux_loss:0.0108 train_time:982957ms step_avg:731.91ms
step:1354/40500 train_loss:2.1341 aux_loss:0.0105 train_time:983683ms step_avg:731.91ms
step:1355/40500 train_loss:2.1677 aux_loss:0.0108 train_time:984409ms step_avg:731.90ms
step:1356/40500 train_loss:2.1668 aux_loss:0.0102 train_time:985130ms step_avg:731.89ms
step:1357/40500 train_loss:2.1459 aux_loss:0.0107 train_time:985853ms step_avg:731.89ms
step:1358/40500 train_loss:2.0864 aux_loss:0.0106 train_time:986578ms step_avg:731.88ms
step:1359/40500 train_loss:2.0650 aux_loss:0.0101 train_time:987305ms step_avg:731.88ms
step:1360/40500 train_loss:2.1494 aux_loss:0.0109 train_time:988028ms step_avg:731.87ms
step:1361/40500 train_loss:2.1068 aux_loss:0.0102 train_time:988752ms step_avg:731.87ms
step:1362/40500 train_loss:2.1024 aux_loss:0.0103 train_time:989475ms step_avg:731.86ms
step:1363/40500 train_loss:2.1608 aux_loss:0.0106 train_time:990196ms step_avg:731.85ms
step:1364/40500 train_loss:2.0935 aux_loss:0.0104 train_time:990921ms step_avg:731.85ms
step:1365/40500 train_loss:2.1251 aux_loss:0.0108 train_time:991661ms step_avg:731.85ms
step:1366/40500 train_loss:2.1340 aux_loss:0.0106 train_time:992391ms step_avg:731.85ms
step:1367/40500 train_loss:2.1207 aux_loss:0.0103 train_time:993127ms step_avg:731.85ms
step:1368/40500 train_loss:2.1259 aux_loss:0.0104 train_time:993871ms step_avg:731.86ms
step:1369/40500 train_loss:2.1155 aux_loss:0.0100 train_time:994593ms step_avg:731.86ms
step:1370/40500 train_loss:2.1139 aux_loss:0.0105 train_time:995331ms step_avg:731.86ms
step:1371/40500 train_loss:2.0738 aux_loss:0.0105 train_time:996057ms step_avg:731.86ms
step:1372/40500 train_loss:2.0998 aux_loss:0.0101 train_time:996781ms step_avg:731.85ms
step:1373/40500 train_loss:2.1079 aux_loss:0.0105 train_time:997505ms step_avg:731.85ms
step:1374/40500 train_loss:2.1043 aux_loss:0.0104 train_time:998229ms step_avg:731.84ms
step:1375/40500 train_loss:2.1425 aux_loss:0.0101 train_time:998953ms step_avg:731.83ms
step:1376/40500 train_loss:2.1330 aux_loss:0.0105 train_time:999678ms step_avg:731.83ms
step:1377/40500 train_loss:2.0599 aux_loss:0.0103 train_time:1000418ms step_avg:731.83ms
step:1378/40500 train_loss:2.0882 aux_loss:0.0101 train_time:1001143ms step_avg:731.83ms
step:1379/40500 train_loss:2.0654 aux_loss:0.0105 train_time:1001868ms step_avg:731.82ms
step:1380/40500 train_loss:2.0920 aux_loss:0.0103 train_time:1002592ms step_avg:731.82ms
step:1381/40500 train_loss:2.1398 aux_loss:0.0101 train_time:1003316ms step_avg:731.81ms
step:1382/40500 train_loss:2.1469 aux_loss:0.0104 train_time:1004040ms step_avg:731.81ms
step:1383/40500 train_loss:2.0515 aux_loss:0.0100 train_time:1004762ms step_avg:731.80ms
step:1384/40500 train_loss:2.1674 aux_loss:0.0107 train_time:1005484ms step_avg:731.79ms
step:1385/40500 train_loss:2.1602 aux_loss:0.0101 train_time:1006211ms step_avg:731.79ms
step:1386/40500 train_loss:2.1087 aux_loss:0.0097 train_time:1006933ms step_avg:731.78ms
step:1387/40500 train_loss:2.0907 aux_loss:0.0109 train_time:1007655ms step_avg:731.78ms
step:1388/40500 train_loss:2.0452 aux_loss:0.0105 train_time:1008379ms step_avg:731.77ms
step:1389/40500 train_loss:2.1060 aux_loss:0.0100 train_time:1009104ms step_avg:731.76ms
step:1390/40500 train_loss:2.2686 aux_loss:0.0099 train_time:1009833ms step_avg:731.76ms
step:1391/40500 train_loss:2.1265 aux_loss:0.0100 train_time:1010564ms step_avg:731.76ms
step:1392/40500 train_loss:1.9583 aux_loss:0.0109 train_time:1011299ms step_avg:731.76ms
step:1393/40500 train_loss:2.0820 aux_loss:0.0102 train_time:1012043ms step_avg:731.77ms
step:1394/40500 train_loss:2.0905 aux_loss:0.0101 train_time:1012788ms step_avg:731.78ms
step:1395/40500 train_loss:2.0853 aux_loss:0.0103 train_time:1013528ms step_avg:731.79ms
step:1396/40500 train_loss:2.1174 aux_loss:0.0096 train_time:1014273ms step_avg:731.80ms
step:1397/40500 train_loss:2.0913 aux_loss:0.0099 train_time:1014998ms step_avg:731.79ms
step:1398/40500 train_loss:2.0474 aux_loss:0.0100 train_time:1015720ms step_avg:731.79ms
step:1399/40500 train_loss:2.0841 aux_loss:0.0100 train_time:1016438ms step_avg:731.78ms
step:1400/40500 train_loss:2.2073 aux_loss:0.0100 train_time:1017161ms step_avg:731.77ms
step:1401/40500 train_loss:2.0946 aux_loss:0.0098 train_time:1017888ms step_avg:731.77ms
step:1402/40500 train_loss:2.0627 aux_loss:0.0100 train_time:1018612ms step_avg:731.76ms
step:1403/40500 train_loss:2.1867 aux_loss:0.0101 train_time:1019334ms step_avg:731.75ms
step:1404/40500 train_loss:2.0818 aux_loss:0.0095 train_time:1020064ms step_avg:731.75ms
step:1405/40500 train_loss:2.0964 aux_loss:0.0097 train_time:1020802ms step_avg:731.76ms
step:1406/40500 train_loss:2.0781 aux_loss:0.0104 train_time:1021527ms step_avg:731.75ms
step:1407/40500 train_loss:2.0923 aux_loss:0.0098 train_time:1022251ms step_avg:731.75ms
step:1408/40500 train_loss:2.0765 aux_loss:0.0097 train_time:1022974ms step_avg:731.74ms
step:1409/40500 train_loss:2.1162 aux_loss:0.0100 train_time:1023697ms step_avg:731.73ms
step:1410/40500 train_loss:2.1150 aux_loss:0.0099 train_time:1024417ms step_avg:731.73ms
step:1411/40500 train_loss:2.1466 aux_loss:0.0099 train_time:1025139ms step_avg:731.72ms
step:1412/40500 train_loss:2.1492 aux_loss:0.0101 train_time:1025873ms step_avg:731.72ms
step:1413/40500 train_loss:2.1439 aux_loss:0.0097 train_time:1026599ms step_avg:731.72ms
step:1414/40500 train_loss:2.0481 aux_loss:0.0096 train_time:1027320ms step_avg:731.71ms
step:1415/40500 train_loss:2.0506 aux_loss:0.0100 train_time:1028045ms step_avg:731.70ms
step:1416/40500 train_loss:2.1358 aux_loss:0.0098 train_time:1028780ms step_avg:731.71ms
step:1417/40500 train_loss:2.0904 aux_loss:0.0099 train_time:1029504ms step_avg:731.70ms
step:1418/40500 train_loss:2.1548 aux_loss:0.0101 train_time:1030228ms step_avg:731.70ms
step:1419/40500 train_loss:2.1143 aux_loss:0.0092 train_time:1030975ms step_avg:731.71ms
step:1420/40500 train_loss:2.0994 aux_loss:0.0097 train_time:1031700ms step_avg:731.70ms
step:1421/40500 train_loss:2.0714 aux_loss:0.0101 train_time:1032425ms step_avg:731.70ms
step:1422/40500 train_loss:2.0739 aux_loss:0.0095 train_time:1033151ms step_avg:731.69ms
step:1423/40500 train_loss:2.1040 aux_loss:0.0097 train_time:1033874ms step_avg:731.69ms
step:1424/40500 train_loss:2.1387 aux_loss:0.0102 train_time:1034597ms step_avg:731.68ms
step:1425/40500 train_loss:2.1165 aux_loss:0.0097 train_time:1035319ms step_avg:731.67ms
step:1426/40500 train_loss:2.1309 aux_loss:0.0099 train_time:1036041ms step_avg:731.67ms
step:1427/40500 train_loss:2.1436 aux_loss:0.0097 train_time:1036766ms step_avg:731.66ms
step:1428/40500 train_loss:2.0689 aux_loss:0.0098 train_time:1037490ms step_avg:731.66ms
step:1429/40500 train_loss:2.1584 aux_loss:0.0094 train_time:1038211ms step_avg:731.65ms
step:1430/40500 train_loss:2.0896 aux_loss:0.0097 train_time:1038934ms step_avg:731.64ms
step:1431/40500 train_loss:2.0651 aux_loss:0.0094 train_time:1039658ms step_avg:731.64ms
step:1432/40500 train_loss:2.1299 aux_loss:0.0096 train_time:1040381ms step_avg:731.63ms
step:1433/40500 train_loss:2.1259 aux_loss:0.0101 train_time:1041105ms step_avg:731.63ms
step:1434/40500 train_loss:2.0929 aux_loss:0.0096 train_time:1041830ms step_avg:731.62ms
step:1435/40500 train_loss:2.0944 aux_loss:0.0097 train_time:1042552ms step_avg:731.62ms
step:1436/40500 train_loss:2.0681 aux_loss:0.0100 train_time:1043274ms step_avg:731.61ms
step:1437/40500 train_loss:2.0448 aux_loss:0.0096 train_time:1043998ms step_avg:731.60ms
step:1438/40500 train_loss:2.1097 aux_loss:0.0096 train_time:1044722ms step_avg:731.60ms
step:1439/40500 train_loss:2.1020 aux_loss:0.0096 train_time:1045446ms step_avg:731.59ms
step:1440/40500 train_loss:2.0005 aux_loss:0.0097 train_time:1046168ms step_avg:731.59ms
step:1441/40500 train_loss:2.0458 aux_loss:0.0098 train_time:1046890ms step_avg:731.58ms
step:1442/40500 train_loss:2.0218 aux_loss:0.0093 train_time:1047646ms step_avg:731.60ms
step:1443/40500 train_loss:2.0937 aux_loss:0.0092 train_time:1048376ms step_avg:731.60ms
step:1444/40500 train_loss:2.1521 aux_loss:0.0101 train_time:1049099ms step_avg:731.59ms
step:1445/40500 train_loss:2.0560 aux_loss:0.0093 train_time:1049822ms step_avg:731.58ms
step:1446/40500 train_loss:2.0739 aux_loss:0.0092 train_time:1050548ms step_avg:731.58ms
step:1447/40500 train_loss:2.1063 aux_loss:0.0098 train_time:1051270ms step_avg:731.57ms
step:1448/40500 train_loss:2.0281 aux_loss:0.0094 train_time:1051992ms step_avg:731.57ms
step:1449/40500 train_loss:2.1460 aux_loss:0.0094 train_time:1052716ms step_avg:731.56ms
step:1450/40500 train_loss:2.1446 aux_loss:0.0097 train_time:1053438ms step_avg:731.55ms
step:1451/40500 train_loss:2.1216 aux_loss:0.0095 train_time:1054164ms step_avg:731.55ms
step:1452/40500 train_loss:2.0827 aux_loss:0.0091 train_time:1054887ms step_avg:731.54ms
step:1453/40500 train_loss:2.1106 aux_loss:0.0095 train_time:1055610ms step_avg:731.54ms
step:1454/40500 train_loss:2.0804 aux_loss:0.0093 train_time:1056333ms step_avg:731.53ms
step:1455/40500 train_loss:2.0374 aux_loss:0.0095 train_time:1057056ms step_avg:731.53ms
step:1456/40500 train_loss:2.1130 aux_loss:0.0096 train_time:1057782ms step_avg:731.52ms
step:1457/40500 train_loss:2.1005 aux_loss:0.0096 train_time:1058505ms step_avg:731.52ms
step:1458/40500 train_loss:2.0979 aux_loss:0.0091 train_time:1059242ms step_avg:731.52ms
step:1459/40500 train_loss:2.0645 aux_loss:0.0096 train_time:1059964ms step_avg:731.51ms
step:1460/40500 train_loss:2.0494 aux_loss:0.0096 train_time:1060686ms step_avg:731.51ms
step:1461/40500 train_loss:2.1174 aux_loss:0.0093 train_time:1061407ms step_avg:731.50ms
step:1462/40500 train_loss:2.1070 aux_loss:0.0094 train_time:1062146ms step_avg:731.51ms
step:1463/40500 train_loss:2.1086 aux_loss:0.0095 train_time:1062873ms step_avg:731.50ms
step:1464/40500 train_loss:2.1264 aux_loss:0.0091 train_time:1063595ms step_avg:731.50ms
step:1465/40500 train_loss:2.0887 aux_loss:0.0093 train_time:1064313ms step_avg:731.49ms
step:1466/40500 train_loss:2.0902 aux_loss:0.0100 train_time:1065038ms step_avg:731.48ms
step:1467/40500 train_loss:2.1628 aux_loss:0.0096 train_time:1065761ms step_avg:731.48ms
step:1468/40500 train_loss:1.9950 aux_loss:0.0096 train_time:1066504ms step_avg:731.48ms
step:1469/40500 train_loss:2.1268 aux_loss:0.0096 train_time:1067229ms step_avg:731.48ms
step:1470/40500 train_loss:2.0427 aux_loss:0.0092 train_time:1067951ms step_avg:731.47ms
step:1471/40500 train_loss:2.0942 aux_loss:0.0091 train_time:1068713ms step_avg:731.49ms
step:1472/40500 train_loss:2.0779 aux_loss:0.0095 train_time:1069464ms step_avg:731.51ms
step:1473/40500 train_loss:1.9942 aux_loss:0.0094 train_time:1070190ms step_avg:731.50ms
step:1474/40500 train_loss:2.0339 aux_loss:0.0096 train_time:1070926ms step_avg:731.51ms
step:1475/40500 train_loss:2.0563 aux_loss:0.0095 train_time:1071666ms step_avg:731.51ms
step:1476/40500 train_loss:2.0484 aux_loss:0.0093 train_time:1072411ms step_avg:731.52ms
step:1477/40500 train_loss:2.0485 aux_loss:0.0096 train_time:1073143ms step_avg:731.52ms
step:1478/40500 train_loss:2.0697 aux_loss:0.0094 train_time:1073882ms step_avg:731.53ms
step:1479/40500 train_loss:2.0770 aux_loss:0.0090 train_time:1074605ms step_avg:731.52ms
step:1480/40500 train_loss:2.1505 aux_loss:0.0096 train_time:1075328ms step_avg:731.52ms
step:1481/40500 train_loss:2.1151 aux_loss:0.0089 train_time:1076053ms step_avg:731.51ms
step:1482/40500 train_loss:2.1104 aux_loss:0.0088 train_time:1076778ms step_avg:731.51ms
step:1483/40500 train_loss:2.0401 aux_loss:0.0090 train_time:1077500ms step_avg:731.50ms
step:1484/40500 train_loss:2.1370 aux_loss:0.0092 train_time:1078222ms step_avg:731.49ms
step:1485/40500 train_loss:2.0480 aux_loss:0.0089 train_time:1078945ms step_avg:731.49ms
step:1486/40500 train_loss:2.0087 aux_loss:0.0089 train_time:1079669ms step_avg:731.48ms
step:1487/40500 train_loss:2.1791 aux_loss:0.0095 train_time:1080392ms step_avg:731.48ms
step:1488/40500 train_loss:2.0421 aux_loss:0.0094 train_time:1081116ms step_avg:731.47ms
step:1489/40500 train_loss:2.0820 aux_loss:0.0085 train_time:1081845ms step_avg:731.47ms
step:1490/40500 train_loss:2.1432 aux_loss:0.0094 train_time:1082584ms step_avg:731.48ms
step:1491/40500 train_loss:2.1181 aux_loss:0.0092 train_time:1083323ms step_avg:731.48ms
step:1492/40500 train_loss:2.0961 aux_loss:0.0090 train_time:1084048ms step_avg:731.48ms
step:1493/40500 train_loss:2.1395 aux_loss:0.0096 train_time:1084772ms step_avg:731.47ms
step:1494/40500 train_loss:2.0785 aux_loss:0.0096 train_time:1085501ms step_avg:731.47ms
step:1495/40500 train_loss:2.0545 aux_loss:0.0090 train_time:1086257ms step_avg:731.49ms
step:1496/40500 train_loss:2.1252 aux_loss:0.0092 train_time:1087001ms step_avg:731.49ms
step:1497/40500 train_loss:2.1669 aux_loss:0.0091 train_time:1087734ms step_avg:731.50ms
step:1498/40500 train_loss:2.1270 aux_loss:0.0090 train_time:1088456ms step_avg:731.49ms
step:1499/40500 train_loss:2.1058 aux_loss:0.0094 train_time:1089178ms step_avg:731.48ms
step:1500/40500 train_loss:2.1147 aux_loss:0.0092 train_time:1089901ms step_avg:731.48ms
step:1501/40500 train_loss:2.0781 aux_loss:0.0088 train_time:1090622ms step_avg:731.47ms
step:1502/40500 train_loss:2.1094 aux_loss:0.0089 train_time:1091360ms step_avg:731.47ms
step:1503/40500 train_loss:2.0323 aux_loss:0.0089 train_time:1092083ms step_avg:731.47ms
step:1504/40500 train_loss:2.0524 aux_loss:0.0095 train_time:1092809ms step_avg:731.47ms
step:1505/40500 train_loss:2.1114 aux_loss:0.0091 train_time:1093539ms step_avg:731.46ms
step:1506/40500 train_loss:2.1037 aux_loss:0.0087 train_time:1094275ms step_avg:731.47ms
step:1507/40500 train_loss:2.0638 aux_loss:0.0094 train_time:1094997ms step_avg:731.46ms
step:1508/40500 train_loss:2.1259 aux_loss:0.0092 train_time:1095720ms step_avg:731.46ms
step:1509/40500 train_loss:2.1396 aux_loss:0.0088 train_time:1096454ms step_avg:731.46ms
step:1510/40500 train_loss:2.1339 aux_loss:0.0089 train_time:1097192ms step_avg:731.46ms
step:1511/40500 train_loss:2.0841 aux_loss:0.0088 train_time:1097917ms step_avg:731.46ms
step:1512/40500 train_loss:2.0605 aux_loss:0.0093 train_time:1098659ms step_avg:731.46ms
step:1513/40500 train_loss:2.1201 aux_loss:0.0087 train_time:1099401ms step_avg:731.47ms
step:1514/40500 train_loss:1.9967 aux_loss:0.0086 train_time:1100126ms step_avg:731.47ms
step:1515/40500 train_loss:2.0488 aux_loss:0.0089 train_time:1100859ms step_avg:731.47ms
step:1516/40500 train_loss:2.0979 aux_loss:0.0091 train_time:1101610ms step_avg:731.48ms
step:1517/40500 train_loss:2.0753 aux_loss:0.0090 train_time:1102338ms step_avg:731.48ms
step:1518/40500 train_loss:2.1127 aux_loss:0.0092 train_time:1103076ms step_avg:731.48ms
step:1519/40500 train_loss:2.1490 aux_loss:0.0090 train_time:1103797ms step_avg:731.48ms
step:1520/40500 train_loss:2.0430 aux_loss:0.0090 train_time:1104553ms step_avg:731.49ms
step:1521/40500 train_loss:2.1161 aux_loss:0.0089 train_time:1105275ms step_avg:731.49ms
step:1522/40500 train_loss:2.1157 aux_loss:0.0086 train_time:1105999ms step_avg:731.48ms
step:1523/40500 train_loss:2.0813 aux_loss:0.0091 train_time:1106722ms step_avg:731.48ms
step:1524/40500 train_loss:2.1106 aux_loss:0.0089 train_time:1107449ms step_avg:731.47ms
step:1525/40500 train_loss:2.0261 aux_loss:0.0086 train_time:1108172ms step_avg:731.47ms
step:1526/40500 train_loss:2.0950 aux_loss:0.0093 train_time:1108894ms step_avg:731.46ms
step:1527/40500 train_loss:2.0648 aux_loss:0.0088 train_time:1109617ms step_avg:731.46ms
step:1528/40500 train_loss:1.9828 aux_loss:0.0087 train_time:1110342ms step_avg:731.45ms
step:1529/40500 train_loss:2.0278 aux_loss:0.0090 train_time:1111064ms step_avg:731.44ms
step:1530/40500 train_loss:2.0557 aux_loss:0.0086 train_time:1111787ms step_avg:731.44ms
step:1531/40500 train_loss:2.0577 aux_loss:0.0087 train_time:1112512ms step_avg:731.43ms
step:1532/40500 train_loss:2.0443 aux_loss:0.0092 train_time:1113234ms step_avg:731.43ms
step:1533/40500 train_loss:2.0338 aux_loss:0.0087 train_time:1113952ms step_avg:731.42ms
step:1534/40500 train_loss:2.0603 aux_loss:0.0087 train_time:1114679ms step_avg:731.42ms
step:1535/40500 train_loss:2.0931 aux_loss:0.0088 train_time:1115402ms step_avg:731.41ms
step:1536/40500 train_loss:2.0774 aux_loss:0.0085 train_time:1116125ms step_avg:731.41ms
step:1537/40500 train_loss:2.0906 aux_loss:0.0090 train_time:1116848ms step_avg:731.40ms
step:1538/40500 train_loss:2.0529 aux_loss:0.0088 train_time:1117571ms step_avg:731.39ms
step:1539/40500 train_loss:2.0252 aux_loss:0.0084 train_time:1118293ms step_avg:731.39ms
step:1540/40500 train_loss:2.0578 aux_loss:0.0096 train_time:1119016ms step_avg:731.38ms
step:1541/40500 train_loss:2.1454 aux_loss:0.0085 train_time:1119741ms step_avg:731.38ms
step:1542/40500 train_loss:2.1019 aux_loss:0.0084 train_time:1120467ms step_avg:731.38ms
step:1543/40500 train_loss:2.0889 aux_loss:0.0092 train_time:1121196ms step_avg:731.37ms
step:1544/40500 train_loss:2.1023 aux_loss:0.0089 train_time:1121939ms step_avg:731.38ms
step:1545/40500 train_loss:2.0758 aux_loss:0.0083 train_time:1122666ms step_avg:731.38ms
step:1546/40500 train_loss:2.0378 aux_loss:0.0085 train_time:1123404ms step_avg:731.38ms
step:1547/40500 train_loss:2.1296 aux_loss:0.0086 train_time:1124127ms step_avg:731.38ms
step:1548/40500 train_loss:2.0818 aux_loss:0.0084 train_time:1124848ms step_avg:731.37ms
step:1549/40500 train_loss:2.0507 aux_loss:0.0087 train_time:1125570ms step_avg:731.36ms
step:1550/40500 train_loss:2.0710 aux_loss:0.0087 train_time:1126292ms step_avg:731.36ms
step:1551/40500 train_loss:2.0178 aux_loss:0.0085 train_time:1127014ms step_avg:731.35ms
step:1552/40500 train_loss:2.0659 aux_loss:0.0083 train_time:1127734ms step_avg:731.35ms
step:1553/40500 train_loss:2.0482 aux_loss:0.0088 train_time:1128454ms step_avg:731.34ms
step:1554/40500 train_loss:2.0920 aux_loss:0.0084 train_time:1129179ms step_avg:731.33ms
step:1555/40500 train_loss:2.0891 aux_loss:0.0083 train_time:1129904ms step_avg:731.33ms
step:1556/40500 train_loss:2.0582 aux_loss:0.0086 train_time:1130625ms step_avg:731.32ms
step:1557/40500 train_loss:2.0649 aux_loss:0.0086 train_time:1131347ms step_avg:731.32ms
step:1558/40500 train_loss:2.0795 aux_loss:0.0083 train_time:1132086ms step_avg:731.32ms
step:1559/40500 train_loss:2.0219 aux_loss:0.0086 train_time:1132810ms step_avg:731.32ms
step:1560/40500 train_loss:2.0771 aux_loss:0.0086 train_time:1133532ms step_avg:731.31ms
step:1561/40500 train_loss:2.0688 aux_loss:0.0086 train_time:1134254ms step_avg:731.30ms
step:1562/40500 train_loss:2.0371 aux_loss:0.0087 train_time:1134978ms step_avg:731.30ms
step:1563/40500 train_loss:2.0545 aux_loss:0.0086 train_time:1135710ms step_avg:731.30ms
step:1564/40500 train_loss:2.1051 aux_loss:0.0090 train_time:1136452ms step_avg:731.31ms
step:1565/40500 train_loss:2.0301 aux_loss:0.0090 train_time:1137178ms step_avg:731.30ms
step:1566/40500 train_loss:2.1145 aux_loss:0.0086 train_time:1137902ms step_avg:731.30ms
step:1567/40500 train_loss:2.0299 aux_loss:0.0083 train_time:1138622ms step_avg:731.29ms
step:1568/40500 train_loss:2.0751 aux_loss:0.0085 train_time:1139343ms step_avg:731.29ms
step:1569/40500 train_loss:2.0889 aux_loss:0.0089 train_time:1140065ms step_avg:731.28ms
step:1570/40500 train_loss:2.1002 aux_loss:0.0082 train_time:1140788ms step_avg:731.27ms
step:1571/40500 train_loss:2.0546 aux_loss:0.0086 train_time:1141510ms step_avg:731.27ms
step:1572/40500 train_loss:2.0912 aux_loss:0.0091 train_time:1142250ms step_avg:731.27ms
step:1573/40500 train_loss:2.1347 aux_loss:0.0083 train_time:1142972ms step_avg:731.27ms
step:1574/40500 train_loss:2.0702 aux_loss:0.0083 train_time:1143696ms step_avg:731.26ms
step:1575/40500 train_loss:2.0657 aux_loss:0.0085 train_time:1144419ms step_avg:731.26ms
step:1576/40500 train_loss:2.0708 aux_loss:0.0082 train_time:1145152ms step_avg:731.26ms
step:1577/40500 train_loss:2.1343 aux_loss:0.0085 train_time:1145881ms step_avg:731.26ms
step:1578/40500 train_loss:2.0113 aux_loss:0.0084 train_time:1146600ms step_avg:731.25ms
step:1579/40500 train_loss:2.1372 aux_loss:0.0080 train_time:1147320ms step_avg:731.24ms
step:1580/40500 train_loss:2.1020 aux_loss:0.0086 train_time:1148041ms step_avg:731.24ms
step:1581/40500 train_loss:2.0401 aux_loss:0.0087 train_time:1148764ms step_avg:731.23ms
step:1582/40500 train_loss:2.0506 aux_loss:0.0081 train_time:1149485ms step_avg:731.22ms
step:1583/40500 train_loss:2.0555 aux_loss:0.0086 train_time:1150209ms step_avg:731.22ms
step:1584/40500 train_loss:2.0688 aux_loss:0.0084 train_time:1150934ms step_avg:731.22ms
step:1585/40500 train_loss:2.1164 aux_loss:0.0083 train_time:1151658ms step_avg:731.21ms
step:1586/40500 train_loss:2.1147 aux_loss:0.0084 train_time:1152379ms step_avg:731.20ms
step:1587/40500 train_loss:2.0505 aux_loss:0.0079 train_time:1153102ms step_avg:731.20ms
step:1588/40500 train_loss:2.0537 aux_loss:0.0082 train_time:1153825ms step_avg:731.19ms
step:1589/40500 train_loss:2.1297 aux_loss:0.0088 train_time:1154546ms step_avg:731.19ms
step:1590/40500 train_loss:2.0452 aux_loss:0.0084 train_time:1155269ms step_avg:731.18ms
step:1591/40500 train_loss:2.0312 aux_loss:0.0084 train_time:1155994ms step_avg:731.18ms
step:1592/40500 train_loss:2.0698 aux_loss:0.0082 train_time:1156716ms step_avg:731.17ms
step:1593/40500 train_loss:2.1004 aux_loss:0.0082 train_time:1157437ms step_avg:731.17ms
step:1594/40500 train_loss:2.0177 aux_loss:0.0083 train_time:1158187ms step_avg:731.18ms
step:1595/40500 train_loss:2.0896 aux_loss:0.0081 train_time:1158913ms step_avg:731.18ms
step:1596/40500 train_loss:2.0430 aux_loss:0.0084 train_time:1159637ms step_avg:731.17ms
step:1597/40500 train_loss:2.0397 aux_loss:0.0085 train_time:1160357ms step_avg:731.16ms
step:1598/40500 train_loss:2.0230 aux_loss:0.0081 train_time:1161079ms step_avg:731.16ms
step:1599/40500 train_loss:2.0371 aux_loss:0.0088 train_time:1161801ms step_avg:731.15ms
step:1600/40500 train_loss:2.0232 aux_loss:0.0084 train_time:1162522ms step_avg:731.15ms
step:1601/40500 train_loss:2.0477 aux_loss:0.0079 train_time:1163247ms step_avg:731.14ms
step:1602/40500 train_loss:2.0809 aux_loss:0.0088 train_time:1163970ms step_avg:731.14ms
step:1603/40500 train_loss:2.0017 aux_loss:0.0082 train_time:1164692ms step_avg:731.13ms
step:1604/40500 train_loss:2.0187 aux_loss:0.0080 train_time:1165413ms step_avg:731.13ms
step:1605/40500 train_loss:2.0717 aux_loss:0.0086 train_time:1166137ms step_avg:731.12ms
step:1606/40500 train_loss:2.1199 aux_loss:0.0083 train_time:1166857ms step_avg:731.11ms
step:1607/40500 train_loss:2.0843 aux_loss:0.0083 train_time:1167578ms step_avg:731.11ms
step:1608/40500 train_loss:2.0823 aux_loss:0.0084 train_time:1168301ms step_avg:731.10ms
step:1609/40500 train_loss:2.1280 aux_loss:0.0078 train_time:1169025ms step_avg:731.10ms
step:1610/40500 train_loss:2.1116 aux_loss:0.0079 train_time:1169750ms step_avg:731.09ms
step:1611/40500 train_loss:2.0031 aux_loss:0.0081 train_time:1170472ms step_avg:731.09ms
step:1612/40500 train_loss:2.0708 aux_loss:0.0079 train_time:1171192ms step_avg:731.08ms
step:1613/40500 train_loss:2.0837 aux_loss:0.0083 train_time:1171915ms step_avg:731.08ms
step:1614/40500 train_loss:2.0650 aux_loss:0.0083 train_time:1172641ms step_avg:731.07ms
step:1615/40500 train_loss:2.0948 aux_loss:0.0079 train_time:1173367ms step_avg:731.07ms
step:1616/40500 train_loss:2.0235 aux_loss:0.0083 train_time:1174110ms step_avg:731.08ms
step:1617/40500 train_loss:2.0431 aux_loss:0.0085 train_time:1174832ms step_avg:731.07ms
step:1618/40500 train_loss:2.0651 aux_loss:0.0079 train_time:1175573ms step_avg:731.08ms
step:1619/40500 train_loss:2.0231 aux_loss:0.0080 train_time:1176297ms step_avg:731.07ms
step:1620/40500 train_loss:2.0916 aux_loss:0.0082 train_time:1177020ms step_avg:731.07ms
step:1621/40500 train_loss:2.0374 aux_loss:0.0081 train_time:1177757ms step_avg:731.07ms
step:1622/40500 train_loss:2.0918 aux_loss:0.0078 train_time:1178490ms step_avg:731.07ms
step:1623/40500 train_loss:2.1293 aux_loss:0.0081 train_time:1179210ms step_avg:731.07ms
step:1624/40500 train_loss:2.0355 aux_loss:0.0081 train_time:1179932ms step_avg:731.06ms
step:1625/40500 train_loss:2.0671 aux_loss:0.0078 train_time:1180656ms step_avg:731.06ms
step:1626/40500 train_loss:2.0552 aux_loss:0.0083 train_time:1181377ms step_avg:731.05ms
step:1627/40500 train_loss:2.0567 aux_loss:0.0082 train_time:1182121ms step_avg:731.06ms
step:1628/40500 train_loss:2.0020 aux_loss:0.0077 train_time:1182847ms step_avg:731.06ms
step:1629/40500 train_loss:2.0749 aux_loss:0.0082 train_time:1183567ms step_avg:731.05ms
step:1630/40500 train_loss:2.0937 aux_loss:0.0081 train_time:1184289ms step_avg:731.04ms
step:1631/40500 train_loss:2.0772 aux_loss:0.0076 train_time:1185012ms step_avg:731.04ms
step:1632/40500 train_loss:2.0341 aux_loss:0.0082 train_time:1185735ms step_avg:731.03ms
step:1633/40500 train_loss:2.0774 aux_loss:0.0079 train_time:1186456ms step_avg:731.03ms
step:1634/40500 train_loss:2.0813 aux_loss:0.0079 train_time:1187180ms step_avg:731.02ms
step:1635/40500 train_loss:2.1402 aux_loss:0.0075 train_time:1187902ms step_avg:731.02ms
step:1636/40500 train_loss:2.0579 aux_loss:0.0080 train_time:1188623ms step_avg:731.01ms
step:1637/40500 train_loss:2.0387 aux_loss:0.0084 train_time:1189346ms step_avg:731.01ms
step:1638/40500 train_loss:2.1051 aux_loss:0.0080 train_time:1190069ms step_avg:731.00ms
step:1639/40500 train_loss:2.0639 aux_loss:0.0079 train_time:1190793ms step_avg:731.00ms
step:1640/40500 train_loss:2.1460 aux_loss:0.0080 train_time:1191518ms step_avg:730.99ms
step:1641/40500 train_loss:2.0249 aux_loss:0.0079 train_time:1192239ms step_avg:730.99ms
step:1642/40500 train_loss:1.9967 aux_loss:0.0080 train_time:1192963ms step_avg:730.98ms
step:1643/40500 train_loss:2.1234 aux_loss:0.0078 train_time:1193687ms step_avg:730.98ms
step:1644/40500 train_loss:2.0646 aux_loss:0.0078 train_time:1194407ms step_avg:730.97ms
step:1645/40500 train_loss:2.0155 aux_loss:0.0080 train_time:1195129ms step_avg:730.97ms
step:1646/40500 train_loss:2.0520 aux_loss:0.0079 train_time:1195852ms step_avg:730.96ms
step:1647/40500 train_loss:1.9842 aux_loss:0.0077 train_time:1196575ms step_avg:730.96ms
step:1648/40500 train_loss:2.0559 aux_loss:0.0079 train_time:1197299ms step_avg:730.95ms
step:1649/40500 train_loss:2.0143 aux_loss:0.0081 train_time:1198024ms step_avg:730.95ms
step:1650/40500 train_loss:2.0381 aux_loss:0.0079 train_time:1198746ms step_avg:730.94ms
step:1651/40500 train_loss:2.0340 aux_loss:0.0080 train_time:1199467ms step_avg:730.94ms
step:1652/40500 train_loss:2.0771 aux_loss:0.0081 train_time:1200190ms step_avg:730.93ms
step:1653/40500 train_loss:2.0762 aux_loss:0.0081 train_time:1200913ms step_avg:730.93ms
step:1654/40500 train_loss:2.0746 aux_loss:0.0079 train_time:1201635ms step_avg:730.92ms
step:1655/40500 train_loss:2.0666 aux_loss:0.0078 train_time:1202362ms step_avg:730.92ms
step:1656/40500 train_loss:2.0597 aux_loss:0.0077 train_time:1203117ms step_avg:730.93ms
step:1657/40500 train_loss:2.0773 aux_loss:0.0076 train_time:1203843ms step_avg:730.93ms
step:1658/40500 train_loss:2.1453 aux_loss:0.0080 train_time:1204564ms step_avg:730.92ms
step:1659/40500 train_loss:2.0088 aux_loss:0.0079 train_time:1205286ms step_avg:730.92ms
step:1660/40500 train_loss:2.0867 aux_loss:0.0080 train_time:1206007ms step_avg:730.91ms
step:1661/40500 train_loss:2.0692 aux_loss:0.0076 train_time:1206731ms step_avg:730.91ms
step:1662/40500 train_loss:2.0192 aux_loss:0.0077 train_time:1207454ms step_avg:730.90ms
step:1663/40500 train_loss:2.0428 aux_loss:0.0080 train_time:1208177ms step_avg:730.90ms
step:1664/40500 train_loss:2.1245 aux_loss:0.0075 train_time:1208903ms step_avg:730.90ms
step:1665/40500 train_loss:2.0316 aux_loss:0.0080 train_time:1209624ms step_avg:730.89ms
step:1666/40500 train_loss:2.0070 aux_loss:0.0078 train_time:1210347ms step_avg:730.89ms
step:1667/40500 train_loss:2.0488 aux_loss:0.0080 train_time:1211084ms step_avg:730.89ms
step:1668/40500 train_loss:2.0101 aux_loss:0.0082 train_time:1211807ms step_avg:730.88ms
step:1669/40500 train_loss:1.9921 aux_loss:0.0079 train_time:1212528ms step_avg:730.88ms
step:1670/40500 train_loss:2.0328 aux_loss:0.0074 train_time:1213248ms step_avg:730.87ms
step:1671/40500 train_loss:2.0592 aux_loss:0.0082 train_time:1213972ms step_avg:730.87ms
step:1672/40500 train_loss:2.0141 aux_loss:0.0078 train_time:1214695ms step_avg:730.86ms
step:1673/40500 train_loss:2.0282 aux_loss:0.0073 train_time:1215417ms step_avg:730.86ms
step:1674/40500 train_loss:2.1220 aux_loss:0.0078 train_time:1216139ms step_avg:730.85ms
step:1675/40500 train_loss:2.0825 aux_loss:0.0082 train_time:1216860ms step_avg:730.85ms
step:1676/40500 train_loss:2.1041 aux_loss:0.0074 train_time:1217582ms step_avg:730.84ms
step:1677/40500 train_loss:2.0072 aux_loss:0.0076 train_time:1218303ms step_avg:730.84ms
step:1678/40500 train_loss:2.0700 aux_loss:0.0073 train_time:1219101ms step_avg:730.88ms
step:1679/40500 train_loss:2.0210 aux_loss:0.0074 train_time:1219851ms step_avg:730.89ms
step:1680/40500 train_loss:2.0331 aux_loss:0.0077 train_time:1220646ms step_avg:730.93ms
step:1681/40500 train_loss:2.0486 aux_loss:0.0070 train_time:1221358ms step_avg:730.91ms
step:1682/40500 train_loss:2.0838 aux_loss:0.0074 train_time:1222086ms step_avg:730.91ms
step:1683/40500 train_loss:2.0124 aux_loss:0.0079 train_time:1222804ms step_avg:730.90ms
step:1684/40500 train_loss:2.0749 aux_loss:0.0075 train_time:1223522ms step_avg:730.90ms
step:1685/40500 train_loss:2.1208 aux_loss:0.0079 train_time:1224247ms step_avg:730.89ms
step:1686/40500 train_loss:2.0662 aux_loss:0.0075 train_time:1224967ms step_avg:730.89ms
step:1687/40500 train_loss:2.0576 aux_loss:0.0074 train_time:1225686ms step_avg:730.88ms
step:1688/40500 train_loss:2.0094 aux_loss:0.0080 train_time:1226409ms step_avg:730.88ms
step:1689/40500 train_loss:2.0631 aux_loss:0.0078 train_time:1227133ms step_avg:730.87ms
step:1690/40500 train_loss:2.1289 aux_loss:0.0074 train_time:1227853ms step_avg:730.86ms
step:1691/40500 train_loss:2.0392 aux_loss:0.0078 train_time:1228575ms step_avg:730.86ms
step:1692/40500 train_loss:1.9985 aux_loss:0.0077 train_time:1229295ms step_avg:730.85ms
step:1693/40500 train_loss:2.0389 aux_loss:0.0078 train_time:1230016ms step_avg:730.85ms
step:1694/40500 train_loss:1.9969 aux_loss:0.0076 train_time:1230736ms step_avg:730.84ms
step:1695/40500 train_loss:2.0723 aux_loss:0.0078 train_time:1231456ms step_avg:730.83ms
step:1696/40500 train_loss:2.0186 aux_loss:0.0077 train_time:1232176ms step_avg:730.83ms
step:1697/40500 train_loss:2.1206 aux_loss:0.0079 train_time:1232895ms step_avg:730.82ms
step:1698/40500 train_loss:2.0539 aux_loss:0.0075 train_time:1233615ms step_avg:730.81ms
step:1699/40500 train_loss:2.0428 aux_loss:0.0073 train_time:1234335ms step_avg:730.81ms
step:1700/40500 train_loss:2.0662 aux_loss:0.0076 train_time:1235056ms step_avg:730.80ms
step:1701/40500 train_loss:2.0443 aux_loss:0.0076 train_time:1235775ms step_avg:730.80ms
step:1702/40500 train_loss:2.0162 aux_loss:0.0074 train_time:1236496ms step_avg:730.79ms
step:1703/40500 train_loss:2.0846 aux_loss:0.0078 train_time:1237218ms step_avg:730.78ms
step:1704/40500 train_loss:2.0084 aux_loss:0.0077 train_time:1237939ms step_avg:730.78ms
step:1705/40500 train_loss:2.0307 aux_loss:0.0073 train_time:1238657ms step_avg:730.77ms
step:1706/40500 train_loss:2.0660 aux_loss:0.0078 train_time:1239376ms step_avg:730.76ms
step:1707/40500 train_loss:2.0632 aux_loss:0.0076 train_time:1240095ms step_avg:730.76ms
step:1708/40500 train_loss:2.0104 aux_loss:0.0076 train_time:1240815ms step_avg:730.75ms
step:1709/40500 train_loss:1.9969 aux_loss:0.0081 train_time:1241536ms step_avg:730.74ms
step:1710/40500 train_loss:2.0729 aux_loss:0.0076 train_time:1242258ms step_avg:730.74ms
step:1711/40500 train_loss:2.0602 aux_loss:0.0074 train_time:1242980ms step_avg:730.73ms
step:1712/40500 train_loss:1.9949 aux_loss:0.0077 train_time:1243696ms step_avg:730.73ms
step:1713/40500 train_loss:2.0645 aux_loss:0.0074 train_time:1244416ms step_avg:730.72ms
step:1714/40500 train_loss:2.0393 aux_loss:0.0074 train_time:1245135ms step_avg:730.71ms
step:1715/40500 train_loss:2.0557 aux_loss:0.0076 train_time:1245854ms step_avg:730.71ms
step:1716/40500 train_loss:1.9983 aux_loss:0.0072 train_time:1246573ms step_avg:730.70ms
step:1717/40500 train_loss:2.0235 aux_loss:0.0078 train_time:1247295ms step_avg:730.69ms
step:1718/40500 train_loss:2.0600 aux_loss:0.0073 train_time:1248017ms step_avg:730.69ms
step:1719/40500 train_loss:2.0084 aux_loss:0.0072 train_time:1248736ms step_avg:730.68ms
step:1720/40500 train_loss:2.0680 aux_loss:0.0080 train_time:1249458ms step_avg:730.68ms
step:1721/40500 train_loss:2.0371 aux_loss:0.0076 train_time:1250178ms step_avg:730.67ms
step:1722/40500 train_loss:2.0832 aux_loss:0.0072 train_time:1250898ms step_avg:730.66ms
step:1723/40500 train_loss:2.0621 aux_loss:0.0077 train_time:1251618ms step_avg:730.66ms
step:1724/40500 train_loss:1.9952 aux_loss:0.0081 train_time:1252339ms step_avg:730.65ms
step:1725/40500 train_loss:2.0458 aux_loss:0.0071 train_time:1253060ms step_avg:730.65ms
step:1726/40500 train_loss:2.0126 aux_loss:0.0076 train_time:1253781ms step_avg:730.64ms
step:1727/40500 train_loss:2.0226 aux_loss:0.0075 train_time:1254504ms step_avg:730.64ms
step:1728/40500 train_loss:2.0802 aux_loss:0.0069 train_time:1255224ms step_avg:730.63ms
step:1729/40500 train_loss:2.1177 aux_loss:0.0074 train_time:1255946ms step_avg:730.63ms
step:1730/40500 train_loss:2.0714 aux_loss:0.0078 train_time:1256667ms step_avg:730.62ms
step:1731/40500 train_loss:2.0056 aux_loss:0.0072 train_time:1257388ms step_avg:730.61ms
step:1732/40500 train_loss:2.0325 aux_loss:0.0073 train_time:1258109ms step_avg:730.61ms
step:1733/40500 train_loss:2.0445 aux_loss:0.0076 train_time:1258829ms step_avg:730.60ms
step:1734/40500 train_loss:2.0294 aux_loss:0.0071 train_time:1259549ms step_avg:730.60ms
step:1735/40500 train_loss:2.0106 aux_loss:0.0073 train_time:1260268ms step_avg:730.59ms
step:1736/40500 train_loss:2.0211 aux_loss:0.0075 train_time:1260989ms step_avg:730.58ms
step:1737/40500 train_loss:2.0351 aux_loss:0.0079 train_time:1261709ms step_avg:730.58ms
step:1738/40500 train_loss:2.0116 aux_loss:0.0071 train_time:1262430ms step_avg:730.57ms
step:1739/40500 train_loss:1.9996 aux_loss:0.0077 train_time:1263150ms step_avg:730.57ms
step:1740/40500 train_loss:1.9610 aux_loss:0.0076 train_time:1263871ms step_avg:730.56ms
step:1741/40500 train_loss:1.9916 aux_loss:0.0075 train_time:1264590ms step_avg:730.55ms
step:1742/40500 train_loss:2.1232 aux_loss:0.0072 train_time:1265309ms step_avg:730.55ms
step:1743/40500 train_loss:2.0382 aux_loss:0.0071 train_time:1266030ms step_avg:730.54ms
step:1744/40500 train_loss:2.0355 aux_loss:0.0072 train_time:1266753ms step_avg:730.54ms
step:1745/40500 train_loss:2.0492 aux_loss:0.0072 train_time:1267474ms step_avg:730.53ms
step:1746/40500 train_loss:2.0465 aux_loss:0.0073 train_time:1268195ms step_avg:730.53ms
step:1747/40500 train_loss:1.9966 aux_loss:0.0078 train_time:1268921ms step_avg:730.52ms
step:1748/40500 train_loss:2.0235 aux_loss:0.0071 train_time:1269643ms step_avg:730.52ms
step:1749/40500 train_loss:2.0593 aux_loss:0.0075 train_time:1270364ms step_avg:730.51ms
step:1750/40500 train_loss:2.0125 aux_loss:0.0071 train_time:1271085ms step_avg:730.51ms
step:1751/40500 train_loss:2.0081 aux_loss:0.0070 train_time:1271806ms step_avg:730.50ms
step:1752/40500 train_loss:2.0546 aux_loss:0.0074 train_time:1272526ms step_avg:730.50ms
step:1753/40500 train_loss:2.0786 aux_loss:0.0069 train_time:1273245ms step_avg:730.49ms
step:1754/40500 train_loss:2.0213 aux_loss:0.0079 train_time:1273967ms step_avg:730.49ms
step:1755/40500 train_loss:2.0460 aux_loss:0.0075 train_time:1274688ms step_avg:730.48ms
step:1756/40500 train_loss:2.0631 aux_loss:0.0071 train_time:1275413ms step_avg:730.48ms
step:1757/40500 train_loss:2.0786 aux_loss:0.0074 train_time:1276135ms step_avg:730.47ms
step:1758/40500 train_loss:2.0185 aux_loss:0.0072 train_time:1276858ms step_avg:730.47ms
step:1759/40500 train_loss:2.0277 aux_loss:0.0070 train_time:1277581ms step_avg:730.46ms
step:1760/40500 train_loss:2.0292 aux_loss:0.0072 train_time:1278301ms step_avg:730.46ms
step:1761/40500 train_loss:2.0791 aux_loss:0.0067 train_time:1279022ms step_avg:730.45ms
step:1762/40500 train_loss:2.0355 aux_loss:0.0075 train_time:1279743ms step_avg:730.45ms
step:1763/40500 train_loss:1.9907 aux_loss:0.0072 train_time:1280470ms step_avg:730.44ms
step:1764/40500 train_loss:2.0314 aux_loss:0.0071 train_time:1281193ms step_avg:730.44ms
step:1765/40500 train_loss:1.9915 aux_loss:0.0077 train_time:1281915ms step_avg:730.44ms
step:1766/40500 train_loss:2.0118 aux_loss:0.0071 train_time:1282638ms step_avg:730.43ms
step:1767/40500 train_loss:2.0813 aux_loss:0.0075 train_time:1283358ms step_avg:730.43ms
step:1768/40500 train_loss:2.0609 aux_loss:0.0071 train_time:1284080ms step_avg:730.42ms
step:1769/40500 train_loss:2.0691 aux_loss:0.0072 train_time:1284803ms step_avg:730.42ms
step:1770/40500 train_loss:1.9902 aux_loss:0.0075 train_time:1285524ms step_avg:730.41ms
step:1771/40500 train_loss:2.0752 aux_loss:0.0071 train_time:1286243ms step_avg:730.40ms
step:1772/40500 train_loss:2.0187 aux_loss:0.0070 train_time:1286964ms step_avg:730.40ms
step:1773/40500 train_loss:2.0445 aux_loss:0.0072 train_time:1287684ms step_avg:730.39ms
step:1774/40500 train_loss:2.0888 aux_loss:0.0071 train_time:1288408ms step_avg:730.39ms
step:1775/40500 train_loss:2.0574 aux_loss:0.0070 train_time:1289130ms step_avg:730.39ms
step:1776/40500 train_loss:2.0505 aux_loss:0.0070 train_time:1289854ms step_avg:730.38ms
step:1777/40500 train_loss:1.9814 aux_loss:0.0067 train_time:1290579ms step_avg:730.38ms
step:1778/40500 train_loss:2.0433 aux_loss:0.0073 train_time:1291300ms step_avg:730.37ms
step:1779/40500 train_loss:2.0637 aux_loss:0.0073 train_time:1292020ms step_avg:730.37ms
step:1780/40500 train_loss:2.0030 aux_loss:0.0066 train_time:1292743ms step_avg:730.36ms
step:1781/40500 train_loss:2.0057 aux_loss:0.0073 train_time:1293464ms step_avg:730.36ms
step:1782/40500 train_loss:2.0174 aux_loss:0.0071 train_time:1294185ms step_avg:730.35ms
step:1783/40500 train_loss:2.0847 aux_loss:0.0069 train_time:1294910ms step_avg:730.35ms
step:1784/40500 train_loss:1.9788 aux_loss:0.0101 train_time:1295633ms step_avg:730.35ms
step:1785/40500 train_loss:1.9892 aux_loss:0.0071 train_time:1296354ms step_avg:730.34ms
step:1786/40500 train_loss:2.0896 aux_loss:0.0070 train_time:1297076ms step_avg:730.34ms
step:1787/40500 train_loss:2.0308 aux_loss:0.0073 train_time:1297797ms step_avg:730.33ms
step:1788/40500 train_loss:2.0193 aux_loss:0.0075 train_time:1298518ms step_avg:730.32ms
step:1789/40500 train_loss:2.0095 aux_loss:0.0069 train_time:1299238ms step_avg:730.32ms
step:1790/40500 train_loss:2.0079 aux_loss:0.0071 train_time:1299960ms step_avg:730.31ms
step:1791/40500 train_loss:2.0200 aux_loss:0.0072 train_time:1300682ms step_avg:730.31ms
step:1792/40500 train_loss:1.9642 aux_loss:0.0071 train_time:1301403ms step_avg:730.30ms
step:1793/40500 train_loss:2.0655 aux_loss:0.0070 train_time:1302126ms step_avg:730.30ms
step:1794/40500 train_loss:1.9460 aux_loss:0.0068 train_time:1302849ms step_avg:730.30ms
step:1795/40500 train_loss:2.0625 aux_loss:0.0067 train_time:1303572ms step_avg:730.29ms
step:1796/40500 train_loss:2.0785 aux_loss:0.0075 train_time:1304295ms step_avg:730.29ms
step:1797/40500 train_loss:2.0228 aux_loss:0.0071 train_time:1305015ms step_avg:730.28ms
step:1798/40500 train_loss:1.9986 aux_loss:0.0069 train_time:1305736ms step_avg:730.28ms
step:1799/40500 train_loss:1.9717 aux_loss:0.0077 train_time:1306457ms step_avg:730.27ms
step:1800/40500 train_loss:2.0081 aux_loss:0.0071 train_time:1307177ms step_avg:730.27ms
step:1801/40500 train_loss:1.9898 aux_loss:0.0070 train_time:1307899ms step_avg:730.26ms
step:1802/40500 train_loss:2.0057 aux_loss:0.0073 train_time:1308620ms step_avg:730.26ms
step:1803/40500 train_loss:1.9650 aux_loss:0.0068 train_time:1309341ms step_avg:730.25ms
step:1804/40500 train_loss:2.0847 aux_loss:0.0070 train_time:1310063ms step_avg:730.25ms
step:1805/40500 train_loss:1.9987 aux_loss:0.0071 train_time:1310782ms step_avg:730.24ms
step:1806/40500 train_loss:2.0640 aux_loss:0.0070 train_time:1311502ms step_avg:730.24ms
step:1807/40500 train_loss:1.9911 aux_loss:0.0068 train_time:1312224ms step_avg:730.23ms
step:1808/40500 train_loss:2.0000 aux_loss:0.0072 train_time:1312947ms step_avg:730.23ms
step:1809/40500 train_loss:2.0282 aux_loss:0.0072 train_time:1313670ms step_avg:730.22ms
step:1810/40500 train_loss:1.9776 aux_loss:0.0067 train_time:1314393ms step_avg:730.22ms
step:1811/40500 train_loss:2.0160 aux_loss:0.0069 train_time:1315113ms step_avg:730.21ms
step:1812/40500 train_loss:2.0334 aux_loss:0.0068 train_time:1315834ms step_avg:730.21ms
step:1813/40500 train_loss:2.1290 aux_loss:0.0066 train_time:1316555ms step_avg:730.20ms
step:1814/40500 train_loss:1.9846 aux_loss:0.0067 train_time:1317277ms step_avg:730.20ms
step:1815/40500 train_loss:2.0897 aux_loss:0.0069 train_time:1317999ms step_avg:730.19ms
step:1816/40500 train_loss:2.0608 aux_loss:0.0070 train_time:1318722ms step_avg:730.19ms
step:1817/40500 train_loss:2.0523 aux_loss:0.0071 train_time:1319445ms step_avg:730.19ms
step:1818/40500 train_loss:2.0357 aux_loss:0.0071 train_time:1320166ms step_avg:730.18ms
step:1819/40500 train_loss:2.0445 aux_loss:0.0069 train_time:1320890ms step_avg:730.18ms
step:1820/40500 train_loss:1.9968 aux_loss:0.0068 train_time:1321611ms step_avg:730.17ms
step:1821/40500 train_loss:2.0152 aux_loss:0.0073 train_time:1322332ms step_avg:730.17ms
step:1822/40500 train_loss:2.0369 aux_loss:0.0064 train_time:1323053ms step_avg:730.16ms
step:1823/40500 train_loss:1.9535 aux_loss:0.0072 train_time:1323774ms step_avg:730.16ms
step:1824/40500 train_loss:2.0413 aux_loss:0.0069 train_time:1324494ms step_avg:730.15ms
step:1825/40500 train_loss:1.9932 aux_loss:0.0068 train_time:1325214ms step_avg:730.15ms
step:1826/40500 train_loss:1.9946 aux_loss:0.0071 train_time:1325935ms step_avg:730.14ms
step:1827/40500 train_loss:1.9990 aux_loss:0.0069 train_time:1326659ms step_avg:730.14ms
step:1828/40500 train_loss:2.0655 aux_loss:0.0065 train_time:1327381ms step_avg:730.13ms
step:1829/40500 train_loss:2.0088 aux_loss:0.0071 train_time:1328105ms step_avg:730.13ms
step:1830/40500 train_loss:1.9846 aux_loss:0.0068 train_time:1328829ms step_avg:730.13ms
step:1831/40500 train_loss:1.9863 aux_loss:0.0065 train_time:1329550ms step_avg:730.12ms
step:1832/40500 train_loss:2.0127 aux_loss:0.0071 train_time:1330270ms step_avg:730.12ms
step:1833/40500 train_loss:2.0736 aux_loss:0.0071 train_time:1330992ms step_avg:730.11ms
step:1834/40500 train_loss:2.0726 aux_loss:0.0066 train_time:1331713ms step_avg:730.11ms
step:1835/40500 train_loss:2.0273 aux_loss:0.0068 train_time:1332435ms step_avg:730.10ms
step:1836/40500 train_loss:1.9909 aux_loss:0.0068 train_time:1333158ms step_avg:730.10ms
step:1837/40500 train_loss:2.0870 aux_loss:0.0069 train_time:1333879ms step_avg:730.09ms
step:1838/40500 train_loss:2.0523 aux_loss:0.0073 train_time:1334599ms step_avg:730.09ms
step:1839/40500 train_loss:2.0176 aux_loss:0.0065 train_time:1335323ms step_avg:730.08ms
step:1840/40500 train_loss:1.9896 aux_loss:0.0069 train_time:1336046ms step_avg:730.08ms
step:1841/40500 train_loss:2.0615 aux_loss:0.0068 train_time:1336767ms step_avg:730.07ms
step:1842/40500 train_loss:1.9169 aux_loss:0.0067 train_time:1337489ms step_avg:730.07ms
step:1843/40500 train_loss:1.9776 aux_loss:0.0067 train_time:1338211ms step_avg:730.07ms
step:1844/40500 train_loss:2.0470 aux_loss:0.0066 train_time:1338931ms step_avg:730.06ms
step:1845/40500 train_loss:1.9619 aux_loss:0.0069 train_time:1339652ms step_avg:730.06ms
step:1846/40500 train_loss:2.0389 aux_loss:0.0070 train_time:1340374ms step_avg:730.05ms
step:1847/40500 train_loss:2.0224 aux_loss:0.0070 train_time:1341097ms step_avg:730.05ms
step:1848/40500 train_loss:1.9921 aux_loss:0.0068 train_time:1341820ms step_avg:730.04ms
step:1849/40500 train_loss:2.0152 aux_loss:0.0063 train_time:1342543ms step_avg:730.04ms
step:1850/40500 train_loss:1.9954 aux_loss:0.0072 train_time:1343262ms step_avg:730.03ms
step:1851/40500 train_loss:2.0144 aux_loss:0.0070 train_time:1343985ms step_avg:730.03ms
step:1852/40500 train_loss:1.9921 aux_loss:0.0064 train_time:1344705ms step_avg:730.02ms
step:1853/40500 train_loss:2.0310 aux_loss:0.0070 train_time:1345426ms step_avg:730.02ms
step:1854/40500 train_loss:2.0046 aux_loss:0.0067 train_time:1346147ms step_avg:730.01ms
step:1855/40500 train_loss:2.0136 aux_loss:0.0064 train_time:1346866ms step_avg:730.01ms
step:1856/40500 train_loss:2.0431 aux_loss:0.0068 train_time:1347587ms step_avg:730.00ms
step:1857/40500 train_loss:1.9897 aux_loss:0.0067 train_time:1348305ms step_avg:730.00ms
step:1858/40500 train_loss:2.0833 aux_loss:0.0063 train_time:1349028ms step_avg:729.99ms
step:1859/40500 train_loss:1.9704 aux_loss:0.0070 train_time:1349747ms step_avg:729.99ms
step:1860/40500 train_loss:2.0250 aux_loss:0.0069 train_time:1350469ms step_avg:729.98ms
step:1861/40500 train_loss:2.0024 aux_loss:0.0067 train_time:1351189ms step_avg:729.98ms
step:1862/40500 train_loss:1.9842 aux_loss:0.0069 train_time:1351912ms step_avg:729.97ms
step:1863/40500 train_loss:1.9627 aux_loss:0.0067 train_time:1352632ms step_avg:729.97ms
step:1864/40500 train_loss:2.0212 aux_loss:0.0066 train_time:1353353ms step_avg:729.96ms
step:1865/40500 train_loss:2.0175 aux_loss:0.0070 train_time:1354077ms step_avg:729.96ms
step:1866/40500 train_loss:2.0864 aux_loss:0.0065 train_time:1354798ms step_avg:729.96ms
step:1867/40500 train_loss:2.0481 aux_loss:0.0064 train_time:1355523ms step_avg:729.95ms
step:1868/40500 train_loss:2.0275 aux_loss:0.0068 train_time:1356242ms step_avg:729.95ms
step:1869/40500 train_loss:2.0535 aux_loss:0.0066 train_time:1356962ms step_avg:729.94ms
step:1870/40500 train_loss:1.9858 aux_loss:0.0066 train_time:1357682ms step_avg:729.94ms
step:1871/40500 train_loss:1.9955 aux_loss:0.0067 train_time:1358404ms step_avg:729.93ms
step:1872/40500 train_loss:2.0165 aux_loss:0.0065 train_time:1359127ms step_avg:729.93ms
step:1873/40500 train_loss:2.0417 aux_loss:0.0068 train_time:1359848ms step_avg:729.92ms
step:1874/40500 train_loss:2.0428 aux_loss:0.0066 train_time:1360570ms step_avg:729.92ms
step:1875/40500 train_loss:2.0242 aux_loss:0.0064 train_time:1361296ms step_avg:729.92ms
step:1876/40500 train_loss:1.9895 aux_loss:0.0067 train_time:1362021ms step_avg:729.91ms
step:1877/40500 train_loss:2.0151 aux_loss:0.0067 train_time:1362741ms step_avg:729.91ms
step:1878/40500 train_loss:2.0920 aux_loss:0.0065 train_time:1363462ms step_avg:729.90ms
step:1879/40500 train_loss:2.0356 aux_loss:0.0064 train_time:1364184ms step_avg:729.90ms
step:1880/40500 train_loss:1.9717 aux_loss:0.0069 train_time:1364903ms step_avg:729.89ms
step:1881/40500 train_loss:2.0484 aux_loss:0.0063 train_time:1365624ms step_avg:729.89ms
step:1882/40500 train_loss:2.0459 aux_loss:0.0063 train_time:1366345ms step_avg:729.89ms
step:1883/40500 train_loss:1.9773 aux_loss:0.0066 train_time:1367067ms step_avg:729.88ms
step:1884/40500 train_loss:2.0230 aux_loss:0.0063 train_time:1367789ms step_avg:729.88ms
step:1885/40500 train_loss:2.1085 aux_loss:0.0066 train_time:1368512ms step_avg:729.87ms
step:1886/40500 train_loss:1.9836 aux_loss:0.0067 train_time:1369231ms step_avg:729.87ms
step:1887/40500 train_loss:2.0092 aux_loss:0.0065 train_time:1369956ms step_avg:729.86ms
step:1888/40500 train_loss:2.0189 aux_loss:0.0068 train_time:1370678ms step_avg:729.86ms
step:1889/40500 train_loss:2.0394 aux_loss:0.0063 train_time:1371396ms step_avg:729.85ms
step:1890/40500 train_loss:2.0217 aux_loss:0.0066 train_time:1372117ms step_avg:729.85ms
step:1891/40500 train_loss:2.0242 aux_loss:0.0065 train_time:1372838ms step_avg:729.84ms
step:1892/40500 train_loss:1.9901 aux_loss:0.0061 train_time:1373558ms step_avg:729.84ms
step:1893/40500 train_loss:1.9765 aux_loss:0.0066 train_time:1374278ms step_avg:729.83ms
step:1894/40500 train_loss:1.9864 aux_loss:0.0068 train_time:1375004ms step_avg:729.83ms
step:1895/40500 train_loss:1.9442 aux_loss:0.0060 train_time:1375727ms step_avg:729.83ms
step:1896/40500 train_loss:2.0643 aux_loss:0.0067 train_time:1376447ms step_avg:729.82ms
step:1897/40500 train_loss:1.9828 aux_loss:0.0063 train_time:1377169ms step_avg:729.82ms
step:1898/40500 train_loss:2.0048 aux_loss:0.0062 train_time:1377892ms step_avg:729.82ms
step:1899/40500 train_loss:1.9891 aux_loss:0.0068 train_time:1378616ms step_avg:729.81ms
step:1900/40500 train_loss:2.0245 aux_loss:0.0068 train_time:1379337ms step_avg:729.81ms
step:1901/40500 train_loss:2.0184 aux_loss:0.0062 train_time:1380060ms step_avg:729.80ms
step:1902/40500 train_loss:1.9562 aux_loss:0.0065 train_time:1380782ms step_avg:729.80ms
step:1903/40500 train_loss:2.0336 aux_loss:0.0068 train_time:1381502ms step_avg:729.80ms
step:1904/40500 train_loss:2.0156 aux_loss:0.0063 train_time:1382225ms step_avg:729.79ms
step:1905/40500 train_loss:2.0177 aux_loss:0.0062 train_time:1382949ms step_avg:729.79ms
step:1906/40500 train_loss:2.0168 aux_loss:0.0064 train_time:1383669ms step_avg:729.78ms
step:1907/40500 train_loss:2.0153 aux_loss:0.0067 train_time:1384391ms step_avg:729.78ms
step:1908/40500 train_loss:1.9711 aux_loss:0.0062 train_time:1385114ms step_avg:729.78ms
step:1909/40500 train_loss:1.9488 aux_loss:0.0062 train_time:1385834ms step_avg:729.77ms
step:1910/40500 train_loss:1.9821 aux_loss:0.0066 train_time:1386556ms step_avg:729.77ms
step:1911/40500 train_loss:2.0116 aux_loss:0.0062 train_time:1387275ms step_avg:729.76ms
step:1912/40500 train_loss:2.0566 aux_loss:0.0062 train_time:1387996ms step_avg:729.76ms
step:1913/40500 train_loss:2.0044 aux_loss:0.0066 train_time:1388720ms step_avg:729.75ms
step:1914/40500 train_loss:1.9677 aux_loss:0.0067 train_time:1389439ms step_avg:729.75ms
step:1915/40500 train_loss:1.9991 aux_loss:0.0063 train_time:1390159ms step_avg:729.74ms
step:1916/40500 train_loss:2.0319 aux_loss:0.0064 train_time:1390882ms step_avg:729.74ms
step:1917/40500 train_loss:2.0504 aux_loss:0.0066 train_time:1391605ms step_avg:729.74ms
step:1918/40500 train_loss:2.0093 aux_loss:0.0062 train_time:1392328ms step_avg:729.73ms
step:1919/40500 train_loss:1.9937 aux_loss:0.0064 train_time:1393050ms step_avg:729.73ms
step:1920/40500 train_loss:1.9494 aux_loss:0.0073 train_time:1393771ms step_avg:729.72ms
step:1921/40500 train_loss:2.0202 aux_loss:0.0064 train_time:1394490ms step_avg:729.72ms
step:1922/40500 train_loss:2.0202 aux_loss:0.0061 train_time:1395211ms step_avg:729.71ms
step:1923/40500 train_loss:1.9711 aux_loss:0.0065 train_time:1395932ms step_avg:729.71ms
step:1924/40500 train_loss:1.9701 aux_loss:0.0063 train_time:1396651ms step_avg:729.70ms
step:1925/40500 train_loss:2.0695 aux_loss:0.0060 train_time:1397373ms step_avg:729.70ms
step:1926/40500 train_loss:2.0450 aux_loss:0.0066 train_time:1398096ms step_avg:729.70ms
step:1927/40500 train_loss:2.0749 aux_loss:0.0064 train_time:1398820ms step_avg:729.69ms
step:1928/40500 train_loss:1.9750 aux_loss:0.0063 train_time:1399543ms step_avg:729.69ms
step:1929/40500 train_loss:1.9940 aux_loss:0.0065 train_time:1400263ms step_avg:729.68ms
step:1930/40500 train_loss:1.9795 aux_loss:0.0064 train_time:1400988ms step_avg:729.68ms
step:1931/40500 train_loss:1.9570 aux_loss:0.0062 train_time:1401709ms step_avg:729.68ms
step:1932/40500 train_loss:1.9736 aux_loss:0.0064 train_time:1402429ms step_avg:729.67ms
step:1933/40500 train_loss:2.0320 aux_loss:0.0064 train_time:1403150ms step_avg:729.67ms
step:1934/40500 train_loss:1.9870 aux_loss:0.0063 train_time:1403872ms step_avg:729.66ms
step:1935/40500 train_loss:2.0004 aux_loss:0.0060 train_time:1404592ms step_avg:729.66ms
step:1936/40500 train_loss:2.0163 aux_loss:0.0066 train_time:1405313ms step_avg:729.65ms
step:1937/40500 train_loss:1.9284 aux_loss:0.0062 train_time:1406036ms step_avg:729.65ms
step:1938/40500 train_loss:1.9812 aux_loss:0.0064 train_time:1406758ms step_avg:729.65ms
step:1939/40500 train_loss:1.9931 aux_loss:0.0068 train_time:1407481ms step_avg:729.64ms
step:1940/40500 train_loss:2.0088 aux_loss:0.0065 train_time:1408204ms step_avg:729.64ms
step:1941/40500 train_loss:2.0371 aux_loss:0.0065 train_time:1408926ms step_avg:729.64ms
step:1942/40500 train_loss:1.9892 aux_loss:0.0063 train_time:1409646ms step_avg:729.63ms
step:1943/40500 train_loss:2.0452 aux_loss:0.0063 train_time:1410367ms step_avg:729.63ms
step:1944/40500 train_loss:1.9848 aux_loss:0.0065 train_time:1411088ms step_avg:729.62ms
step:1945/40500 train_loss:1.9992 aux_loss:0.0060 train_time:1411807ms step_avg:729.62ms
step:1946/40500 train_loss:1.9600 aux_loss:0.0068 train_time:1412526ms step_avg:729.61ms
step:1947/40500 train_loss:2.0511 aux_loss:0.0065 train_time:1413245ms step_avg:729.61ms
step:1948/40500 train_loss:1.9583 aux_loss:0.0060 train_time:1413966ms step_avg:729.60ms
step:1949/40500 train_loss:1.9947 aux_loss:0.0063 train_time:1414686ms step_avg:729.60ms
step:1950/40500 train_loss:2.0676 aux_loss:0.0061 train_time:1415407ms step_avg:729.59ms
step:1951/40500 train_loss:2.0890 aux_loss:0.0064 train_time:1416126ms step_avg:729.59ms
step:1952/40500 train_loss:2.0225 aux_loss:0.0065 train_time:1416845ms step_avg:729.58ms
step:1953/40500 train_loss:1.9830 aux_loss:0.0061 train_time:1417564ms step_avg:729.57ms
step:1954/40500 train_loss:2.0409 aux_loss:0.0064 train_time:1418285ms step_avg:729.57ms
step:1955/40500 train_loss:2.0280 aux_loss:0.0061 train_time:1419005ms step_avg:729.57ms
step:1956/40500 train_loss:1.9645 aux_loss:0.0064 train_time:1419727ms step_avg:729.56ms
step:1957/40500 train_loss:1.9565 aux_loss:0.0060 train_time:1420450ms step_avg:729.56ms
step:1958/40500 train_loss:2.0124 aux_loss:0.0066 train_time:1421169ms step_avg:729.55ms
step:1959/40500 train_loss:2.0356 aux_loss:0.0063 train_time:1421889ms step_avg:729.55ms
step:1960/40500 train_loss:2.0131 aux_loss:0.0064 train_time:1422611ms step_avg:729.54ms
step:1961/40500 train_loss:1.9489 aux_loss:0.0069 train_time:1423330ms step_avg:729.54ms
step:1962/40500 train_loss:2.0375 aux_loss:0.0061 train_time:1424052ms step_avg:729.54ms
step:1963/40500 train_loss:2.0480 aux_loss:0.0066 train_time:1424775ms step_avg:729.53ms
step:1964/40500 train_loss:2.0071 aux_loss:0.0064 train_time:1425497ms step_avg:729.53ms
step:1965/40500 train_loss:2.0051 aux_loss:0.0067 train_time:1426219ms step_avg:729.52ms
step:1966/40500 train_loss:2.0157 aux_loss:0.0061 train_time:1426941ms step_avg:729.52ms
step:1967/40500 train_loss:1.9821 aux_loss:0.0060 train_time:1427661ms step_avg:729.52ms
step:1968/40500 train_loss:1.9774 aux_loss:0.0064 train_time:1428381ms step_avg:729.51ms
step:1969/40500 train_loss:2.0153 aux_loss:0.0064 train_time:1429101ms step_avg:729.51ms
step:1970/40500 train_loss:2.0313 aux_loss:0.0057 train_time:1429821ms step_avg:729.50ms
step:1971/40500 train_loss:2.0383 aux_loss:0.0065 train_time:1430540ms step_avg:729.50ms
step:1972/40500 train_loss:2.0038 aux_loss:0.0065 train_time:1431261ms step_avg:729.49ms
step:1973/40500 train_loss:1.9970 aux_loss:0.0063 train_time:1431981ms step_avg:729.49ms
step:1974/40500 train_loss:2.0693 aux_loss:0.0062 train_time:1432701ms step_avg:729.48ms
step:1975/40500 train_loss:2.0287 aux_loss:0.0059 train_time:1433420ms step_avg:729.48ms
step:1976/40500 train_loss:1.9928 aux_loss:0.0063 train_time:1434140ms step_avg:729.47ms
step:1977/40500 train_loss:2.0610 aux_loss:0.0064 train_time:1434860ms step_avg:729.47ms
step:1978/40500 train_loss:2.0051 aux_loss:0.0062 train_time:1435580ms step_avg:729.46ms
step:1979/40500 train_loss:1.9433 aux_loss:0.0063 train_time:1436300ms step_avg:729.46ms
step:1980/40500 train_loss:1.9986 aux_loss:0.0062 train_time:1437021ms step_avg:729.45ms
step:1981/40500 train_loss:1.9457 aux_loss:0.0062 train_time:1437741ms step_avg:729.45ms
step:1982/40500 train_loss:1.9873 aux_loss:0.0059 train_time:1438461ms step_avg:729.44ms
step:1983/40500 train_loss:1.9616 aux_loss:0.0066 train_time:1439182ms step_avg:729.44ms
step:1984/40500 train_loss:1.9708 aux_loss:0.0061 train_time:1439903ms step_avg:729.43ms
step:1985/40500 train_loss:2.0346 aux_loss:0.0063 train_time:1440624ms step_avg:729.43ms
step:1986/40500 train_loss:1.9882 aux_loss:0.0060 train_time:1441348ms step_avg:729.43ms
step:1987/40500 train_loss:1.9964 aux_loss:0.0064 train_time:1442068ms step_avg:729.42ms
step:1988/40500 train_loss:2.0038 aux_loss:0.0061 train_time:1442793ms step_avg:729.42ms
step:1989/40500 train_loss:1.9984 aux_loss:0.0059 train_time:1443516ms step_avg:729.42ms
step:1990/40500 train_loss:1.9704 aux_loss:0.0063 train_time:1444237ms step_avg:729.41ms
step:1991/40500 train_loss:1.9750 aux_loss:0.0056 train_time:1444956ms step_avg:729.41ms
step:1992/40500 train_loss:2.0797 aux_loss:0.0063 train_time:1445678ms step_avg:729.40ms
step:1993/40500 train_loss:2.0412 aux_loss:0.0066 train_time:1446399ms step_avg:729.40ms
step:1994/40500 train_loss:2.0084 aux_loss:0.0057 train_time:1447119ms step_avg:729.39ms
step:1995/40500 train_loss:2.0039 aux_loss:0.0063 train_time:1447840ms step_avg:729.39ms
step:1996/40500 train_loss:2.0241 aux_loss:0.0063 train_time:1448560ms step_avg:729.39ms
step:1997/40500 train_loss:2.0277 aux_loss:0.0060 train_time:1449281ms step_avg:729.38ms
step:1998/40500 train_loss:1.9561 aux_loss:0.0060 train_time:1450002ms step_avg:729.38ms
step:1999/40500 train_loss:1.9723 aux_loss:0.0064 train_time:1450727ms step_avg:729.37ms
step:2000/40500 train_loss:2.0186 aux_loss:0.0061 train_time:1451447ms step_avg:729.37ms
step:2000/40500 val_loss:1.9899 val_aux_loss:0.0060 train_time:1451448ms step_avg:729.37ms
step:2001/40500 train_loss:1.9967 aux_loss:0.0060 train_time:1452170ms step_avg:729.37ms
step:2002/40500 train_loss:1.9932 aux_loss:0.0065 train_time:1452891ms step_avg:729.36ms
step:2003/40500 train_loss:1.9449 aux_loss:0.0061 train_time:1453610ms step_avg:729.36ms
step:2004/40500 train_loss:1.9555 aux_loss:0.0066 train_time:1454330ms step_avg:729.35ms
step:2005/40500 train_loss:1.9965 aux_loss:0.0060 train_time:1455049ms step_avg:729.35ms
step:2006/40500 train_loss:1.9977 aux_loss:0.0060 train_time:1455771ms step_avg:729.34ms
step:2007/40500 train_loss:1.9455 aux_loss:0.0064 train_time:1456492ms step_avg:729.34ms
step:2008/40500 train_loss:1.9812 aux_loss:0.0060 train_time:1457212ms step_avg:729.34ms
step:2009/40500 train_loss:1.9811 aux_loss:0.0057 train_time:1457934ms step_avg:729.33ms
step:2010/40500 train_loss:2.0235 aux_loss:0.0060 train_time:1458655ms step_avg:729.33ms
step:2011/40500 train_loss:1.9913 aux_loss:0.0059 train_time:1459379ms step_avg:729.33ms
step:2012/40500 train_loss:2.0151 aux_loss:0.0059 train_time:1460101ms step_avg:729.32ms
step:2013/40500 train_loss:2.0255 aux_loss:0.0061 train_time:1460825ms step_avg:729.32ms
step:2014/40500 train_loss:1.9294 aux_loss:0.0062 train_time:1461546ms step_avg:729.31ms
step:2015/40500 train_loss:1.9634 aux_loss:0.0059 train_time:1462265ms step_avg:729.31ms
step:2016/40500 train_loss:2.0372 aux_loss:0.0062 train_time:1462986ms step_avg:729.31ms
step:2017/40500 train_loss:1.9640 aux_loss:0.0058 train_time:1463708ms step_avg:729.30ms
step:2018/40500 train_loss:2.0249 aux_loss:0.0062 train_time:1464429ms step_avg:729.30ms
step:2019/40500 train_loss:2.0907 aux_loss:0.0061 train_time:1465149ms step_avg:729.29ms
step:2020/40500 train_loss:1.9946 aux_loss:0.0060 train_time:1465869ms step_avg:729.29ms
step:2021/40500 train_loss:2.0051 aux_loss:0.0062 train_time:1466591ms step_avg:729.28ms
step:2022/40500 train_loss:1.9892 aux_loss:0.0063 train_time:1467312ms step_avg:729.28ms
step:2023/40500 train_loss:1.9840 aux_loss:0.0059 train_time:1468034ms step_avg:729.28ms
step:2024/40500 train_loss:1.9515 aux_loss:0.0060 train_time:1468757ms step_avg:729.27ms
step:2025/40500 train_loss:2.0482 aux_loss:0.0060 train_time:1469479ms step_avg:729.27ms
step:2026/40500 train_loss:2.0339 aux_loss:0.0062 train_time:1470203ms step_avg:729.27ms
step:2027/40500 train_loss:1.9639 aux_loss:0.0061 train_time:1470924ms step_avg:729.26ms
step:2028/40500 train_loss:2.0327 aux_loss:0.0060 train_time:1471645ms step_avg:729.26ms
step:2029/40500 train_loss:1.9841 aux_loss:0.0060 train_time:1472364ms step_avg:729.25ms
step:2030/40500 train_loss:1.9702 aux_loss:0.0061 train_time:1473085ms step_avg:729.25ms
step:2031/40500 train_loss:1.9378 aux_loss:0.0057 train_time:1473804ms step_avg:729.24ms
step:2032/40500 train_loss:1.9501 aux_loss:0.0058 train_time:1474523ms step_avg:729.24ms
step:2033/40500 train_loss:1.9951 aux_loss:0.0060 train_time:1475243ms step_avg:729.24ms
step:2034/40500 train_loss:2.0274 aux_loss:0.0060 train_time:1475963ms step_avg:729.23ms
step:2035/40500 train_loss:1.9960 aux_loss:0.0057 train_time:1476683ms step_avg:729.23ms
step:2036/40500 train_loss:1.9345 aux_loss:0.0061 train_time:1477404ms step_avg:729.22ms
step:2037/40500 train_loss:1.9666 aux_loss:0.0055 train_time:1478123ms step_avg:729.22ms
step:2038/40500 train_loss:2.0055 aux_loss:0.0061 train_time:1478846ms step_avg:729.21ms
step:2039/40500 train_loss:1.9455 aux_loss:0.0058 train_time:1479566ms step_avg:729.21ms
step:2040/40500 train_loss:1.9578 aux_loss:0.0059 train_time:1480286ms step_avg:729.20ms
step:2041/40500 train_loss:1.9687 aux_loss:0.0059 train_time:1481009ms step_avg:729.20ms
step:2042/40500 train_loss:1.9798 aux_loss:0.0061 train_time:1481730ms step_avg:729.20ms
step:2043/40500 train_loss:2.0582 aux_loss:0.0063 train_time:1482451ms step_avg:729.19ms
step:2044/40500 train_loss:2.0143 aux_loss:0.0058 train_time:1483176ms step_avg:729.19ms
step:2045/40500 train_loss:1.9811 aux_loss:0.0059 train_time:1483899ms step_avg:729.19ms
step:2046/40500 train_loss:1.9323 aux_loss:0.0062 train_time:1484620ms step_avg:729.18ms
step:2047/40500 train_loss:1.9666 aux_loss:0.0058 train_time:1485341ms step_avg:729.18ms
step:2048/40500 train_loss:1.9966 aux_loss:0.0063 train_time:1486061ms step_avg:729.18ms
step:2049/40500 train_loss:2.0060 aux_loss:0.0061 train_time:1486782ms step_avg:729.17ms
step:2050/40500 train_loss:2.0321 aux_loss:0.0058 train_time:1487503ms step_avg:729.17ms
step:2051/40500 train_loss:1.9210 aux_loss:0.0061 train_time:1488223ms step_avg:729.16ms
step:2052/40500 train_loss:1.9772 aux_loss:0.0058 train_time:1488946ms step_avg:729.16ms
step:2053/40500 train_loss:1.9529 aux_loss:0.0059 train_time:1489667ms step_avg:729.16ms
step:2054/40500 train_loss:2.0286 aux_loss:0.0060 train_time:1490387ms step_avg:729.15ms
step:2055/40500 train_loss:1.9281 aux_loss:0.0062 train_time:1491111ms step_avg:729.15ms
step:2056/40500 train_loss:1.9930 aux_loss:0.0061 train_time:1491835ms step_avg:729.15ms
step:2057/40500 train_loss:2.0199 aux_loss:0.0059 train_time:1492556ms step_avg:729.14ms
step:2058/40500 train_loss:2.0146 aux_loss:0.0061 train_time:1493277ms step_avg:729.14ms
step:2059/40500 train_loss:1.9690 aux_loss:0.0058 train_time:1493998ms step_avg:729.14ms
step:2060/40500 train_loss:1.9893 aux_loss:0.0062 train_time:1494720ms step_avg:729.13ms
step:2061/40500 train_loss:1.9867 aux_loss:0.0054 train_time:1495440ms step_avg:729.13ms
step:2062/40500 train_loss:1.8948 aux_loss:0.0060 train_time:1496158ms step_avg:729.12ms
step:2063/40500 train_loss:2.0141 aux_loss:0.0059 train_time:1496878ms step_avg:729.12ms
step:2064/40500 train_loss:1.9767 aux_loss:0.0058 train_time:1497598ms step_avg:729.11ms
step:2065/40500 train_loss:1.9755 aux_loss:0.0062 train_time:1498319ms step_avg:729.11ms
step:2066/40500 train_loss:1.9996 aux_loss:0.0059 train_time:1499039ms step_avg:729.10ms
step:2067/40500 train_loss:2.0221 aux_loss:0.0057 train_time:1499763ms step_avg:729.10ms
step:2068/40500 train_loss:2.0205 aux_loss:0.0059 train_time:1500484ms step_avg:729.10ms
step:2069/40500 train_loss:1.9857 aux_loss:0.0058 train_time:1501206ms step_avg:729.09ms
step:2070/40500 train_loss:2.0102 aux_loss:0.0057 train_time:1501933ms step_avg:729.09ms
step:2071/40500 train_loss:1.9075 aux_loss:0.0057 train_time:1502655ms step_avg:729.09ms
step:2072/40500 train_loss:1.9727 aux_loss:0.0060 train_time:1503377ms step_avg:729.09ms
step:2073/40500 train_loss:1.9865 aux_loss:0.0061 train_time:1504096ms step_avg:729.08ms
step:2074/40500 train_loss:1.9935 aux_loss:0.0057 train_time:1504816ms step_avg:729.08ms
step:2075/40500 train_loss:1.9739 aux_loss:0.0062 train_time:1505535ms step_avg:729.07ms
step:2076/40500 train_loss:2.0362 aux_loss:0.0059 train_time:1506255ms step_avg:729.07ms
step:2077/40500 train_loss:1.9247 aux_loss:0.0061 train_time:1506975ms step_avg:729.06ms
step:2078/40500 train_loss:1.9487 aux_loss:0.0058 train_time:1507696ms step_avg:729.06ms
step:2079/40500 train_loss:1.9632 aux_loss:0.0058 train_time:1508414ms step_avg:729.05ms
step:2080/40500 train_loss:1.9617 aux_loss:0.0060 train_time:1509136ms step_avg:729.05ms
step:2081/40500 train_loss:1.9770 aux_loss:0.0057 train_time:1509858ms step_avg:729.05ms
step:2082/40500 train_loss:1.9901 aux_loss:0.0061 train_time:1510576ms step_avg:729.04ms
step:2083/40500 train_loss:1.9681 aux_loss:0.0057 train_time:1511297ms step_avg:729.04ms
step:2084/40500 train_loss:1.9599 aux_loss:0.0061 train_time:1512019ms step_avg:729.04ms
step:2085/40500 train_loss:2.0077 aux_loss:0.0057 train_time:1512739ms step_avg:729.03ms
step:2086/40500 train_loss:1.9537 aux_loss:0.0059 train_time:1513459ms step_avg:729.03ms
step:2087/40500 train_loss:1.9640 aux_loss:0.0063 train_time:1514182ms step_avg:729.02ms
step:2088/40500 train_loss:1.9966 aux_loss:0.0056 train_time:1514904ms step_avg:729.02ms
step:2089/40500 train_loss:1.9546 aux_loss:0.0056 train_time:1515625ms step_avg:729.02ms
step:2090/40500 train_loss:1.9962 aux_loss:0.0055 train_time:1516346ms step_avg:729.01ms
step:2091/40500 train_loss:1.9571 aux_loss:0.0056 train_time:1517067ms step_avg:729.01ms
step:2092/40500 train_loss:2.0297 aux_loss:0.0060 train_time:1517788ms step_avg:729.00ms
step:2093/40500 train_loss:1.9665 aux_loss:0.0056 train_time:1518509ms step_avg:729.00ms
step:2094/40500 train_loss:1.9727 aux_loss:0.0061 train_time:1519229ms step_avg:729.00ms
step:2095/40500 train_loss:1.9398 aux_loss:0.0058 train_time:1519950ms step_avg:728.99ms
step:2096/40500 train_loss:2.0518 aux_loss:0.0056 train_time:1520671ms step_avg:728.99ms
step:2097/40500 train_loss:2.0189 aux_loss:0.0059 train_time:1521390ms step_avg:728.98ms
step:2098/40500 train_loss:1.9542 aux_loss:0.0058 train_time:1522112ms step_avg:728.98ms
step:2099/40500 train_loss:1.9864 aux_loss:0.0055 train_time:1522832ms step_avg:728.98ms
step:2100/40500 train_loss:2.0309 aux_loss:0.0061 train_time:1523553ms step_avg:728.97ms
step:2101/40500 train_loss:2.0229 aux_loss:0.0060 train_time:1524274ms step_avg:728.97ms
step:2102/40500 train_loss:1.9250 aux_loss:0.0056 train_time:1524992ms step_avg:728.96ms
step:2103/40500 train_loss:1.9915 aux_loss:0.0055 train_time:1525713ms step_avg:728.96ms
step:2104/40500 train_loss:1.9009 aux_loss:0.0058 train_time:1526434ms step_avg:728.96ms
step:2105/40500 train_loss:1.9969 aux_loss:0.0057 train_time:1527156ms step_avg:728.95ms
step:2106/40500 train_loss:1.9517 aux_loss:0.0057 train_time:1527876ms step_avg:728.95ms
step:2107/40500 train_loss:2.0046 aux_loss:0.0061 train_time:1528598ms step_avg:728.95ms
step:2108/40500 train_loss:2.0225 aux_loss:0.0060 train_time:1529322ms step_avg:728.94ms
step:2109/40500 train_loss:1.9951 aux_loss:0.0056 train_time:1530042ms step_avg:728.94ms
step:2110/40500 train_loss:1.9811 aux_loss:0.0057 train_time:1530763ms step_avg:728.93ms
step:2111/40500 train_loss:2.0384 aux_loss:0.0059 train_time:1531483ms step_avg:728.93ms
step:2112/40500 train_loss:1.9682 aux_loss:0.0055 train_time:1532206ms step_avg:728.93ms
step:2113/40500 train_loss:1.9588 aux_loss:0.0058 train_time:1532927ms step_avg:728.92ms
step:2114/40500 train_loss:2.0282 aux_loss:0.0058 train_time:1533647ms step_avg:728.92ms
step:2115/40500 train_loss:2.0444 aux_loss:0.0054 train_time:1534369ms step_avg:728.92ms
step:2116/40500 train_loss:2.0088 aux_loss:0.0057 train_time:1535089ms step_avg:728.91ms
step:2117/40500 train_loss:1.9766 aux_loss:0.0059 train_time:1535809ms step_avg:728.91ms
step:2118/40500 train_loss:1.9642 aux_loss:0.0054 train_time:1536529ms step_avg:728.90ms
step:2119/40500 train_loss:1.9874 aux_loss:0.0060 train_time:1537250ms step_avg:728.90ms
step:2120/40500 train_loss:1.9815 aux_loss:0.0053 train_time:1537971ms step_avg:728.90ms
step:2121/40500 train_loss:2.0024 aux_loss:0.0058 train_time:1538692ms step_avg:728.89ms
step:2122/40500 train_loss:1.9556 aux_loss:0.0058 train_time:1539413ms step_avg:728.89ms
step:2123/40500 train_loss:1.9982 aux_loss:0.0053 train_time:1540135ms step_avg:728.89ms
step:2124/40500 train_loss:2.0036 aux_loss:0.0061 train_time:1540859ms step_avg:728.88ms
step:2125/40500 train_loss:1.9850 aux_loss:0.0058 train_time:1541582ms step_avg:728.88ms
step:2126/40500 train_loss:2.0224 aux_loss:0.0052 train_time:1542303ms step_avg:728.88ms
step:2127/40500 train_loss:1.9871 aux_loss:0.0056 train_time:1543024ms step_avg:728.87ms
step:2128/40500 train_loss:2.0083 aux_loss:0.0059 train_time:1543744ms step_avg:728.87ms
step:2129/40500 train_loss:2.0002 aux_loss:0.0053 train_time:1544465ms step_avg:728.86ms
step:2130/40500 train_loss:2.0405 aux_loss:0.0055 train_time:1545185ms step_avg:728.86ms
step:2131/40500 train_loss:1.9730 aux_loss:0.0061 train_time:1545906ms step_avg:728.86ms
step:2132/40500 train_loss:2.0050 aux_loss:0.0057 train_time:1546628ms step_avg:728.85ms
step:2133/40500 train_loss:1.9876 aux_loss:0.0055 train_time:1547348ms step_avg:728.85ms
step:2134/40500 train_loss:1.9739 aux_loss:0.0057 train_time:1548069ms step_avg:728.85ms
step:2135/40500 train_loss:1.9802 aux_loss:0.0056 train_time:1548791ms step_avg:728.84ms
step:2136/40500 train_loss:2.0006 aux_loss:0.0054 train_time:1549514ms step_avg:728.84ms
step:2137/40500 train_loss:2.0315 aux_loss:0.0057 train_time:1550238ms step_avg:728.84ms
step:2138/40500 train_loss:1.9565 aux_loss:0.0058 train_time:1550960ms step_avg:728.83ms
step:2139/40500 train_loss:2.0281 aux_loss:0.0058 train_time:1551682ms step_avg:728.83ms
step:2140/40500 train_loss:1.9868 aux_loss:0.0056 train_time:1552402ms step_avg:728.83ms
step:2141/40500 train_loss:1.9869 aux_loss:0.0058 train_time:1553123ms step_avg:728.82ms
step:2142/40500 train_loss:2.0104 aux_loss:0.0056 train_time:1553844ms step_avg:728.82ms
step:2143/40500 train_loss:1.9447 aux_loss:0.0056 train_time:1554565ms step_avg:728.82ms
step:2144/40500 train_loss:1.9804 aux_loss:0.0055 train_time:1555286ms step_avg:728.81ms
step:2145/40500 train_loss:1.9853 aux_loss:0.0054 train_time:1556007ms step_avg:728.81ms
step:2146/40500 train_loss:1.9572 aux_loss:0.0058 train_time:1556726ms step_avg:728.80ms
step:2147/40500 train_loss:1.9936 aux_loss:0.0057 train_time:1557447ms step_avg:728.80ms
step:2148/40500 train_loss:2.0374 aux_loss:0.0054 train_time:1558168ms step_avg:728.80ms
step:2149/40500 train_loss:1.9881 aux_loss:0.0058 train_time:1558889ms step_avg:728.79ms
step:2150/40500 train_loss:2.0441 aux_loss:0.0054 train_time:1559611ms step_avg:728.79ms
step:2151/40500 train_loss:1.9940 aux_loss:0.0057 train_time:1560334ms step_avg:728.79ms
step:2152/40500 train_loss:1.9470 aux_loss:0.0055 train_time:1561056ms step_avg:728.78ms
step:2153/40500 train_loss:1.9159 aux_loss:0.0057 train_time:1561776ms step_avg:728.78ms
step:2154/40500 train_loss:1.9733 aux_loss:0.0056 train_time:1562498ms step_avg:728.78ms
step:2155/40500 train_loss:2.0121 aux_loss:0.0056 train_time:1563218ms step_avg:728.77ms
step:2156/40500 train_loss:1.9645 aux_loss:0.0057 train_time:1563938ms step_avg:728.77ms
step:2157/40500 train_loss:1.9448 aux_loss:0.0055 train_time:1564658ms step_avg:728.76ms
step:2158/40500 train_loss:1.9424 aux_loss:0.0061 train_time:1565379ms step_avg:728.76ms
step:2159/40500 train_loss:1.9257 aux_loss:0.0059 train_time:1566099ms step_avg:728.76ms
step:2160/40500 train_loss:1.9695 aux_loss:0.0055 train_time:1566820ms step_avg:728.75ms
step:2161/40500 train_loss:2.0048 aux_loss:0.0057 train_time:1567541ms step_avg:728.75ms
step:2162/40500 train_loss:1.9738 aux_loss:0.0060 train_time:1568262ms step_avg:728.75ms
step:2163/40500 train_loss:2.0147 aux_loss:0.0054 train_time:1568983ms step_avg:728.74ms
step:2164/40500 train_loss:1.9506 aux_loss:0.0060 train_time:1569705ms step_avg:728.74ms
step:2165/40500 train_loss:1.9655 aux_loss:0.0056 train_time:1570425ms step_avg:728.74ms
step:2166/40500 train_loss:1.9693 aux_loss:0.0056 train_time:1571148ms step_avg:728.73ms
step:2167/40500 train_loss:1.9458 aux_loss:0.0057 train_time:1571870ms step_avg:728.73ms
step:2168/40500 train_loss:1.9585 aux_loss:0.0057 train_time:1572594ms step_avg:728.73ms
step:2169/40500 train_loss:1.9811 aux_loss:0.0058 train_time:1573315ms step_avg:728.72ms
step:2170/40500 train_loss:1.9304 aux_loss:0.0059 train_time:1574035ms step_avg:728.72ms
step:2171/40500 train_loss:1.9707 aux_loss:0.0053 train_time:1574756ms step_avg:728.72ms
step:2172/40500 train_loss:1.9722 aux_loss:0.0053 train_time:1575477ms step_avg:728.71ms
step:2173/40500 train_loss:1.9675 aux_loss:0.0054 train_time:1576198ms step_avg:728.71ms
step:2174/40500 train_loss:1.9539 aux_loss:0.0053 train_time:1576919ms step_avg:728.71ms
step:2175/40500 train_loss:2.0217 aux_loss:0.0053 train_time:1577642ms step_avg:728.70ms
step:2176/40500 train_loss:2.0176 aux_loss:0.0057 train_time:1578362ms step_avg:728.70ms
step:2177/40500 train_loss:1.9582 aux_loss:0.0054 train_time:1579083ms step_avg:728.70ms
step:2178/40500 train_loss:1.9103 aux_loss:0.0057 train_time:1579807ms step_avg:728.69ms
step:2179/40500 train_loss:2.0183 aux_loss:0.0053 train_time:1580530ms step_avg:728.69ms
step:2180/40500 train_loss:1.9812 aux_loss:0.0059 train_time:1581253ms step_avg:728.69ms
step:2181/40500 train_loss:1.9702 aux_loss:0.0057 train_time:1581972ms step_avg:728.68ms
step:2182/40500 train_loss:1.9939 aux_loss:0.0053 train_time:1582694ms step_avg:728.68ms
step:2183/40500 train_loss:1.9771 aux_loss:0.0054 train_time:1583413ms step_avg:728.68ms
step:2184/40500 train_loss:2.0107 aux_loss:0.0054 train_time:1584134ms step_avg:728.67ms
step:2185/40500 train_loss:1.8872 aux_loss:0.0053 train_time:1584855ms step_avg:728.67ms
step:2186/40500 train_loss:2.0068 aux_loss:0.0055 train_time:1585575ms step_avg:728.67ms
step:2187/40500 train_loss:1.9625 aux_loss:0.0055 train_time:1586297ms step_avg:728.66ms
step:2188/40500 train_loss:1.9265 aux_loss:0.0053 train_time:1587017ms step_avg:728.66ms
step:2189/40500 train_loss:1.9295 aux_loss:0.0058 train_time:1587739ms step_avg:728.65ms
step:2190/40500 train_loss:1.9604 aux_loss:0.0053 train_time:1588460ms step_avg:728.65ms
step:2191/40500 train_loss:2.0033 aux_loss:0.0053 train_time:1589182ms step_avg:728.65ms
step:2192/40500 train_loss:1.9920 aux_loss:0.0058 train_time:1589907ms step_avg:728.65ms
step:2193/40500 train_loss:1.9492 aux_loss:0.0055 train_time:1590630ms step_avg:728.64ms
step:2194/40500 train_loss:2.0130 aux_loss:0.0057 train_time:1591350ms step_avg:728.64ms
step:2195/40500 train_loss:1.9364 aux_loss:0.0056 train_time:1592071ms step_avg:728.64ms
step:2196/40500 train_loss:1.9473 aux_loss:0.0052 train_time:1592792ms step_avg:728.63ms
step:2197/40500 train_loss:2.0054 aux_loss:0.0055 train_time:1593512ms step_avg:728.63ms
step:2198/40500 train_loss:1.9785 aux_loss:0.0056 train_time:1594232ms step_avg:728.63ms
step:2199/40500 train_loss:1.9340 aux_loss:0.0055 train_time:1594952ms step_avg:728.62ms
step:2200/40500 train_loss:1.9568 aux_loss:0.0057 train_time:1595673ms step_avg:728.62ms
step:2201/40500 train_loss:1.9395 aux_loss:0.0054 train_time:1596394ms step_avg:728.61ms
step:2202/40500 train_loss:1.9146 aux_loss:0.0054 train_time:1597116ms step_avg:728.61ms
step:2203/40500 train_loss:2.0190 aux_loss:0.0057 train_time:1597837ms step_avg:728.61ms
step:2204/40500 train_loss:1.9602 aux_loss:0.0054 train_time:1598559ms step_avg:728.60ms
step:2205/40500 train_loss:1.9620 aux_loss:0.0054 train_time:1599280ms step_avg:728.60ms
step:2206/40500 train_loss:1.9936 aux_loss:0.0053 train_time:1600002ms step_avg:728.60ms
step:2207/40500 train_loss:1.9518 aux_loss:0.0053 train_time:1600725ms step_avg:728.60ms
step:2208/40500 train_loss:1.9459 aux_loss:0.0055 train_time:1601445ms step_avg:728.59ms
step:2209/40500 train_loss:1.9814 aux_loss:0.0051 train_time:1602163ms step_avg:728.59ms
step:2210/40500 train_loss:2.0368 aux_loss:0.0053 train_time:1602887ms step_avg:728.59ms
step:2211/40500 train_loss:1.9813 aux_loss:0.0055 train_time:1603608ms step_avg:728.58ms
step:2212/40500 train_loss:1.9699 aux_loss:0.0051 train_time:1604328ms step_avg:728.58ms
step:2213/40500 train_loss:1.9194 aux_loss:0.0058 train_time:1605049ms step_avg:728.57ms
step:2214/40500 train_loss:1.9484 aux_loss:0.0051 train_time:1605771ms step_avg:728.57ms
step:2215/40500 train_loss:1.9698 aux_loss:0.0055 train_time:1606489ms step_avg:728.57ms
step:2216/40500 train_loss:2.0180 aux_loss:0.0055 train_time:1607213ms step_avg:728.56ms
step:2217/40500 train_loss:2.0154 aux_loss:0.0053 train_time:1607934ms step_avg:728.56ms
step:2218/40500 train_loss:1.9406 aux_loss:0.0055 train_time:1608651ms step_avg:728.56ms
step:2219/40500 train_loss:1.9673 aux_loss:0.0052 train_time:1609372ms step_avg:728.55ms
step:2220/40500 train_loss:2.0115 aux_loss:0.0052 train_time:1610094ms step_avg:728.55ms
step:2221/40500 train_loss:1.9293 aux_loss:0.0057 train_time:1610815ms step_avg:728.55ms
step:2222/40500 train_loss:1.9836 aux_loss:0.0051 train_time:1611536ms step_avg:728.54ms
step:2223/40500 train_loss:1.9669 aux_loss:0.0054 train_time:1612259ms step_avg:728.54ms
step:2224/40500 train_loss:1.8943 aux_loss:0.0059 train_time:1612980ms step_avg:728.54ms
step:2225/40500 train_loss:1.9133 aux_loss:0.0049 train_time:1613701ms step_avg:728.53ms
step:2226/40500 train_loss:2.0919 aux_loss:0.0050 train_time:1614423ms step_avg:728.53ms
step:2227/40500 train_loss:1.9525 aux_loss:0.0053 train_time:1615144ms step_avg:728.53ms
step:2228/40500 train_loss:1.9909 aux_loss:0.0053 train_time:1615865ms step_avg:728.52ms
step:2229/40500 train_loss:1.9999 aux_loss:0.0054 train_time:1616586ms step_avg:728.52ms
step:2230/40500 train_loss:1.9742 aux_loss:0.0052 train_time:1617306ms step_avg:728.52ms
step:2231/40500 train_loss:1.9753 aux_loss:0.0053 train_time:1618027ms step_avg:728.51ms
step:2232/40500 train_loss:1.9596 aux_loss:0.0054 train_time:1618748ms step_avg:728.51ms
step:2233/40500 train_loss:1.9842 aux_loss:0.0055 train_time:1619469ms step_avg:728.51ms
step:2234/40500 train_loss:1.9249 aux_loss:0.0052 train_time:1620191ms step_avg:728.50ms
step:2235/40500 train_loss:1.9707 aux_loss:0.0057 train_time:1620911ms step_avg:728.50ms
step:2236/40500 train_loss:2.0227 aux_loss:0.0053 train_time:1621632ms step_avg:728.50ms
step:2237/40500 train_loss:2.0106 aux_loss:0.0055 train_time:1622355ms step_avg:728.49ms
step:2238/40500 train_loss:1.9876 aux_loss:0.0054 train_time:1623076ms step_avg:728.49ms
step:2239/40500 train_loss:2.0288 aux_loss:0.0050 train_time:1623798ms step_avg:728.49ms
step:2240/40500 train_loss:1.9424 aux_loss:0.0055 train_time:1624519ms step_avg:728.48ms
step:2241/40500 train_loss:1.9923 aux_loss:0.0052 train_time:1625240ms step_avg:728.48ms
step:2242/40500 train_loss:1.9683 aux_loss:0.0051 train_time:1625960ms step_avg:728.48ms
step:2243/40500 train_loss:1.9053 aux_loss:0.0057 train_time:1626681ms step_avg:728.47ms
step:2244/40500 train_loss:2.0215 aux_loss:0.0052 train_time:1627402ms step_avg:728.47ms
step:2245/40500 train_loss:1.9348 aux_loss:0.0050 train_time:1628122ms step_avg:728.47ms
step:2246/40500 train_loss:1.9856 aux_loss:0.0059 train_time:1628841ms step_avg:728.46ms
step:2247/40500 train_loss:2.0061 aux_loss:0.0052 train_time:1629562ms step_avg:728.46ms
step:2248/40500 train_loss:1.9723 aux_loss:0.0050 train_time:1630279ms step_avg:728.45ms
step:2249/40500 train_loss:2.0237 aux_loss:0.0057 train_time:1630999ms step_avg:728.45ms
step:2250/40500 train_loss:1.9659 aux_loss:0.0053 train_time:1631719ms step_avg:728.45ms
step:2251/40500 train_loss:1.9733 aux_loss:0.0050 train_time:1632439ms step_avg:728.44ms
step:2252/40500 train_loss:1.9363 aux_loss:0.0055 train_time:1633160ms step_avg:728.44ms
step:2253/40500 train_loss:1.8998 aux_loss:0.0056 train_time:1633879ms step_avg:728.43ms
step:2254/40500 train_loss:1.9437 aux_loss:0.0052 train_time:1634599ms step_avg:728.43ms
step:2255/40500 train_loss:1.9820 aux_loss:0.0053 train_time:1635320ms step_avg:728.43ms
step:2256/40500 train_loss:1.9798 aux_loss:0.0058 train_time:1636039ms step_avg:728.42ms
step:2257/40500 train_loss:1.9043 aux_loss:0.0053 train_time:1636758ms step_avg:728.42ms
step:2258/40500 train_loss:1.9917 aux_loss:0.0051 train_time:1637480ms step_avg:728.42ms
step:2259/40500 train_loss:1.9349 aux_loss:0.0055 train_time:1638200ms step_avg:728.41ms
step:2260/40500 train_loss:1.9945 aux_loss:0.0056 train_time:1638920ms step_avg:728.41ms
step:2261/40500 train_loss:2.0577 aux_loss:0.0052 train_time:1639642ms step_avg:728.41ms
step:2262/40500 train_loss:2.0118 aux_loss:0.0051 train_time:1640362ms step_avg:728.40ms
step:2263/40500 train_loss:1.9341 aux_loss:0.0055 train_time:1641083ms step_avg:728.40ms
step:2264/40500 train_loss:1.9590 aux_loss:0.0055 train_time:1641804ms step_avg:728.40ms
step:2265/40500 train_loss:1.9344 aux_loss:0.0052 train_time:1642525ms step_avg:728.39ms
step:2266/40500 train_loss:1.9539 aux_loss:0.0051 train_time:1643248ms step_avg:728.39ms
step:2267/40500 train_loss:1.9450 aux_loss:0.0054 train_time:1643968ms step_avg:728.39ms
step:2268/40500 train_loss:1.9317 aux_loss:0.0053 train_time:1644690ms step_avg:728.38ms
step:2269/40500 train_loss:2.0131 aux_loss:0.0054 train_time:1645409ms step_avg:728.38ms
step:2270/40500 train_loss:1.9290 aux_loss:0.0052 train_time:1646132ms step_avg:728.38ms
step:2271/40500 train_loss:1.9801 aux_loss:0.0051 train_time:1646852ms step_avg:728.37ms
step:2272/40500 train_loss:1.9794 aux_loss:0.0053 train_time:1647572ms step_avg:728.37ms
step:2273/40500 train_loss:1.9867 aux_loss:0.0053 train_time:1648291ms step_avg:728.37ms
step:2274/40500 train_loss:1.9341 aux_loss:0.0049 train_time:1649012ms step_avg:728.36ms
step:2275/40500 train_loss:1.9741 aux_loss:0.0052 train_time:1649732ms step_avg:728.36ms
step:2276/40500 train_loss:1.9623 aux_loss:0.0056 train_time:1650451ms step_avg:728.35ms
step:2277/40500 train_loss:1.9224 aux_loss:0.0052 train_time:1651171ms step_avg:728.35ms
step:2278/40500 train_loss:1.9952 aux_loss:0.0053 train_time:1651892ms step_avg:728.35ms
step:2279/40500 train_loss:1.9201 aux_loss:0.0057 train_time:1652610ms step_avg:728.34ms
step:2280/40500 train_loss:1.9856 aux_loss:0.0052 train_time:1653334ms step_avg:728.34ms
step:2281/40500 train_loss:1.9535 aux_loss:0.0052 train_time:1654052ms step_avg:728.34ms
step:2282/40500 train_loss:2.0063 aux_loss:0.0055 train_time:1654772ms step_avg:728.33ms
step:2283/40500 train_loss:2.0316 aux_loss:0.0053 train_time:1655493ms step_avg:728.33ms
step:2284/40500 train_loss:1.9255 aux_loss:0.0053 train_time:1656212ms step_avg:728.33ms
step:2285/40500 train_loss:1.9462 aux_loss:0.0052 train_time:1656932ms step_avg:728.32ms
step:2286/40500 train_loss:1.8988 aux_loss:0.0053 train_time:1657650ms step_avg:728.32ms
step:2287/40500 train_loss:1.9449 aux_loss:0.0049 train_time:1658373ms step_avg:728.31ms
step:2288/40500 train_loss:1.9580 aux_loss:0.0053 train_time:1659091ms step_avg:728.31ms
step:2289/40500 train_loss:1.9705 aux_loss:0.0056 train_time:1659812ms step_avg:728.31ms
step:2290/40500 train_loss:1.9467 aux_loss:0.0054 train_time:1660533ms step_avg:728.30ms
step:2291/40500 train_loss:2.0260 aux_loss:0.0050 train_time:1661252ms step_avg:728.30ms
step:2292/40500 train_loss:2.0415 aux_loss:0.0053 train_time:1661973ms step_avg:728.30ms
step:2293/40500 train_loss:2.0538 aux_loss:0.0051 train_time:1662694ms step_avg:728.29ms
step:2294/40500 train_loss:1.9671 aux_loss:0.0050 train_time:1663412ms step_avg:728.29ms
step:2295/40500 train_loss:1.9568 aux_loss:0.0054 train_time:1664134ms step_avg:728.29ms
step:2296/40500 train_loss:1.9924 aux_loss:0.0052 train_time:1664853ms step_avg:728.28ms
step:2297/40500 train_loss:1.9925 aux_loss:0.0053 train_time:1665573ms step_avg:728.28ms
step:2298/40500 train_loss:1.9173 aux_loss:0.0057 train_time:1666293ms step_avg:728.28ms
step:2299/40500 train_loss:2.0490 aux_loss:0.0051 train_time:1667014ms step_avg:728.27ms
step:2300/40500 train_loss:1.9955 aux_loss:0.0057 train_time:1667736ms step_avg:728.27ms
step:2301/40500 train_loss:1.9146 aux_loss:0.0049 train_time:1668458ms step_avg:728.27ms
step:2302/40500 train_loss:1.8898 aux_loss:0.0050 train_time:1669177ms step_avg:728.26ms
step:2303/40500 train_loss:1.9788 aux_loss:0.0055 train_time:1669901ms step_avg:728.26ms
step:2304/40500 train_loss:1.9352 aux_loss:0.0053 train_time:1670620ms step_avg:728.26ms
step:2305/40500 train_loss:1.9710 aux_loss:0.0050 train_time:1671341ms step_avg:728.25ms
step:2306/40500 train_loss:1.9479 aux_loss:0.0051 train_time:1672064ms step_avg:728.25ms
step:2307/40500 train_loss:1.9227 aux_loss:0.0051 train_time:1672786ms step_avg:728.25ms
step:2308/40500 train_loss:1.8682 aux_loss:0.0053 train_time:1673506ms step_avg:728.24ms
step:2309/40500 train_loss:1.9724 aux_loss:0.0050 train_time:1674226ms step_avg:728.24ms
step:2310/40500 train_loss:1.9144 aux_loss:0.0052 train_time:1674948ms step_avg:728.24ms
step:2311/40500 train_loss:1.9811 aux_loss:0.0053 train_time:1675667ms step_avg:728.23ms
step:2312/40500 train_loss:1.9348 aux_loss:0.0050 train_time:1676386ms step_avg:728.23ms
step:2313/40500 train_loss:2.0243 aux_loss:0.0056 train_time:1677104ms step_avg:728.23ms
step:2314/40500 train_loss:1.8862 aux_loss:0.0051 train_time:1677827ms step_avg:728.22ms
step:2315/40500 train_loss:1.9703 aux_loss:0.0047 train_time:1678546ms step_avg:728.22ms
step:2316/40500 train_loss:2.0053 aux_loss:0.0055 train_time:1679269ms step_avg:728.22ms
step:2317/40500 train_loss:1.9184 aux_loss:0.0054 train_time:1679989ms step_avg:728.21ms
step:2318/40500 train_loss:1.9780 aux_loss:0.0050 train_time:1680709ms step_avg:728.21ms
step:2319/40500 train_loss:1.9257 aux_loss:0.0051 train_time:1681430ms step_avg:728.21ms
step:2320/40500 train_loss:1.9971 aux_loss:0.0052 train_time:1682152ms step_avg:728.20ms
step:2321/40500 train_loss:1.9875 aux_loss:0.0050 train_time:1682872ms step_avg:728.20ms
step:2322/40500 train_loss:1.9474 aux_loss:0.0051 train_time:1683592ms step_avg:728.20ms
step:2323/40500 train_loss:1.9282 aux_loss:0.0053 train_time:1684311ms step_avg:728.19ms
step:2324/40500 train_loss:1.9500 aux_loss:0.0055 train_time:1685030ms step_avg:728.19ms
step:2325/40500 train_loss:1.9473 aux_loss:0.0051 train_time:1685750ms step_avg:728.19ms
step:2326/40500 train_loss:2.0078 aux_loss:0.0051 train_time:1686474ms step_avg:728.18ms
step:2327/40500 train_loss:1.9501 aux_loss:0.0053 train_time:1687195ms step_avg:728.18ms
step:2328/40500 train_loss:1.9387 aux_loss:0.0050 train_time:1687915ms step_avg:728.18ms
step:2329/40500 train_loss:1.9241 aux_loss:0.0052 train_time:1688636ms step_avg:728.17ms
step:2330/40500 train_loss:1.9237 aux_loss:0.0051 train_time:1689359ms step_avg:728.17ms
step:2331/40500 train_loss:1.9759 aux_loss:0.0051 train_time:1690079ms step_avg:728.17ms
step:2332/40500 train_loss:1.8944 aux_loss:0.0052 train_time:1690799ms step_avg:728.16ms
step:2333/40500 train_loss:1.9518 aux_loss:0.0053 train_time:1691521ms step_avg:728.16ms
step:2334/40500 train_loss:1.9488 aux_loss:0.0050 train_time:1692241ms step_avg:728.16ms
step:2335/40500 train_loss:1.9249 aux_loss:0.0051 train_time:1692959ms step_avg:728.15ms
step:2336/40500 train_loss:1.9286 aux_loss:0.0053 train_time:1693680ms step_avg:728.15ms
step:2337/40500 train_loss:1.9724 aux_loss:0.0052 train_time:1694402ms step_avg:728.15ms
step:2338/40500 train_loss:1.9246 aux_loss:0.0050 train_time:1695121ms step_avg:728.14ms
step:2339/40500 train_loss:1.9501 aux_loss:0.0052 train_time:1695843ms step_avg:728.14ms
step:2340/40500 train_loss:1.9417 aux_loss:0.0051 train_time:1696564ms step_avg:728.14ms
step:2341/40500 train_loss:1.9206 aux_loss:0.0052 train_time:1697282ms step_avg:728.13ms
step:2342/40500 train_loss:1.9690 aux_loss:0.0050 train_time:1698001ms step_avg:728.13ms
step:2343/40500 train_loss:2.0034 aux_loss:0.0052 train_time:1698720ms step_avg:728.13ms
step:2344/40500 train_loss:1.9594 aux_loss:0.0052 train_time:1699439ms step_avg:728.12ms
step:2345/40500 train_loss:1.9617 aux_loss:0.0051 train_time:1700159ms step_avg:728.12ms
step:2346/40500 train_loss:1.9587 aux_loss:0.0048 train_time:1700879ms step_avg:728.12ms
step:2347/40500 train_loss:1.9919 aux_loss:0.0049 train_time:1701600ms step_avg:728.11ms
step:2348/40500 train_loss:1.8944 aux_loss:0.0052 train_time:1702319ms step_avg:728.11ms
step:2349/40500 train_loss:1.9495 aux_loss:0.0051 train_time:1703038ms step_avg:728.11ms
step:2350/40500 train_loss:1.9415 aux_loss:0.0053 train_time:1703757ms step_avg:728.10ms
step:2351/40500 train_loss:1.9747 aux_loss:0.0051 train_time:1704478ms step_avg:728.10ms
step:2352/40500 train_loss:1.9453 aux_loss:0.0050 train_time:1705197ms step_avg:728.09ms
step:2353/40500 train_loss:1.9458 aux_loss:0.0053 train_time:1705917ms step_avg:728.09ms
step:2354/40500 train_loss:1.9100 aux_loss:0.0048 train_time:1706638ms step_avg:728.09ms
step:2355/40500 train_loss:2.0130 aux_loss:0.0053 train_time:1707357ms step_avg:728.08ms
step:2356/40500 train_loss:1.9780 aux_loss:0.0048 train_time:1708077ms step_avg:728.08ms
step:2357/40500 train_loss:1.9363 aux_loss:0.0057 train_time:1708798ms step_avg:728.08ms
step:2358/40500 train_loss:1.8835 aux_loss:0.0051 train_time:1709518ms step_avg:728.07ms
step:2359/40500 train_loss:1.9477 aux_loss:0.0046 train_time:1710237ms step_avg:728.07ms
step:2360/40500 train_loss:1.8481 aux_loss:0.0053 train_time:1710957ms step_avg:728.07ms
step:2361/40500 train_loss:1.8688 aux_loss:0.0052 train_time:1711677ms step_avg:728.06ms
step:2362/40500 train_loss:1.9982 aux_loss:0.0054 train_time:1712397ms step_avg:728.06ms
step:2363/40500 train_loss:1.9886 aux_loss:0.0052 train_time:1713116ms step_avg:728.06ms
step:2364/40500 train_loss:2.0119 aux_loss:0.0050 train_time:1713836ms step_avg:728.05ms
step:2365/40500 train_loss:1.9051 aux_loss:0.0052 train_time:1714557ms step_avg:728.05ms
step:2366/40500 train_loss:1.9568 aux_loss:0.0054 train_time:1715276ms step_avg:728.05ms
step:2367/40500 train_loss:1.8991 aux_loss:0.0050 train_time:1715996ms step_avg:728.04ms
step:2368/40500 train_loss:1.9719 aux_loss:0.0050 train_time:1716716ms step_avg:728.04ms
step:2369/40500 train_loss:1.9900 aux_loss:0.0052 train_time:1717436ms step_avg:728.04ms
step:2370/40500 train_loss:1.9893 aux_loss:0.0051 train_time:1718155ms step_avg:728.03ms
step:2371/40500 train_loss:1.9469 aux_loss:0.0052 train_time:1718875ms step_avg:728.03ms
step:2372/40500 train_loss:1.9730 aux_loss:0.0057 train_time:1719596ms step_avg:728.03ms
step:2373/40500 train_loss:1.9398 aux_loss:0.0050 train_time:1720315ms step_avg:728.02ms
step:2374/40500 train_loss:1.9300 aux_loss:0.0048 train_time:1721036ms step_avg:728.02ms
step:2375/40500 train_loss:2.0004 aux_loss:0.0053 train_time:1721757ms step_avg:728.02ms
step:2376/40500 train_loss:1.9019 aux_loss:0.0049 train_time:1722476ms step_avg:728.01ms
step:2377/40500 train_loss:1.8806 aux_loss:0.0049 train_time:1723196ms step_avg:728.01ms
step:2378/40500 train_loss:1.9015 aux_loss:0.0055 train_time:1723917ms step_avg:728.01ms
step:2379/40500 train_loss:1.9457 aux_loss:0.0050 train_time:1724637ms step_avg:728.00ms
step:2380/40500 train_loss:1.9213 aux_loss:0.0046 train_time:1725357ms step_avg:728.00ms
step:2381/40500 train_loss:1.9261 aux_loss:0.0049 train_time:1726078ms step_avg:728.00ms
step:2382/40500 train_loss:1.9355 aux_loss:0.0053 train_time:1726798ms step_avg:727.99ms
step:2383/40500 train_loss:1.9286 aux_loss:0.0048 train_time:1727519ms step_avg:727.99ms
step:2384/40500 train_loss:1.9479 aux_loss:0.0048 train_time:1728241ms step_avg:727.99ms
step:2385/40500 train_loss:1.9285 aux_loss:0.0051 train_time:1728964ms step_avg:727.99ms
step:2386/40500 train_loss:1.9360 aux_loss:0.0051 train_time:1729687ms step_avg:727.98ms
step:2387/40500 train_loss:1.9621 aux_loss:0.0046 train_time:1730409ms step_avg:727.98ms
step:2388/40500 train_loss:1.9100 aux_loss:0.0050 train_time:1731129ms step_avg:727.98ms
step:2389/40500 train_loss:1.9452 aux_loss:0.0051 train_time:1731851ms step_avg:727.97ms
step:2390/40500 train_loss:1.9428 aux_loss:0.0052 train_time:1732571ms step_avg:727.97ms
step:2391/40500 train_loss:2.0213 aux_loss:0.0051 train_time:1733290ms step_avg:727.97ms
step:2392/40500 train_loss:1.9375 aux_loss:0.0049 train_time:1734009ms step_avg:727.96ms
step:2393/40500 train_loss:1.9745 aux_loss:0.0050 train_time:1734730ms step_avg:727.96ms
step:2394/40500 train_loss:1.8906 aux_loss:0.0048 train_time:1735449ms step_avg:727.96ms
step:2395/40500 train_loss:1.8937 aux_loss:0.0050 train_time:1736170ms step_avg:727.95ms
step:2396/40500 train_loss:1.9814 aux_loss:0.0050 train_time:1736892ms step_avg:727.95ms
step:2397/40500 train_loss:1.9687 aux_loss:0.0048 train_time:1737610ms step_avg:727.95ms
step:2398/40500 train_loss:1.9525 aux_loss:0.0051 train_time:1738329ms step_avg:727.94ms
step:2399/40500 train_loss:1.9291 aux_loss:0.0051 train_time:1739048ms step_avg:727.94ms
step:2400/40500 train_loss:1.9025 aux_loss:0.0049 train_time:1739768ms step_avg:727.94ms
step:2401/40500 train_loss:1.9175 aux_loss:0.0049 train_time:1740488ms step_avg:727.93ms
step:2402/40500 train_loss:1.9788 aux_loss:0.0052 train_time:1741209ms step_avg:727.93ms
step:2403/40500 train_loss:1.8751 aux_loss:0.0046 train_time:1741928ms step_avg:727.93ms
step:2404/40500 train_loss:1.9451 aux_loss:0.0052 train_time:1742648ms step_avg:727.92ms
step:2405/40500 train_loss:1.9703 aux_loss:0.0054 train_time:1743368ms step_avg:727.92ms
step:2406/40500 train_loss:1.9352 aux_loss:0.0049 train_time:1744086ms step_avg:727.92ms
step:2407/40500 train_loss:1.9108 aux_loss:0.0049 train_time:1744806ms step_avg:727.91ms
step:2408/40500 train_loss:1.9068 aux_loss:0.0051 train_time:1745526ms step_avg:727.91ms
step:2409/40500 train_loss:1.9395 aux_loss:0.0048 train_time:1746246ms step_avg:727.91ms
step:2410/40500 train_loss:1.9462 aux_loss:0.0049 train_time:1746966ms step_avg:727.90ms
step:2411/40500 train_loss:1.9500 aux_loss:0.0051 train_time:1747684ms step_avg:727.90ms
step:2412/40500 train_loss:1.9532 aux_loss:0.0049 train_time:1748407ms step_avg:727.90ms
step:2413/40500 train_loss:1.9465 aux_loss:0.0050 train_time:1749126ms step_avg:727.89ms
step:2414/40500 train_loss:1.9381 aux_loss:0.0047 train_time:1749845ms step_avg:727.89ms
step:2415/40500 train_loss:1.9446 aux_loss:0.0050 train_time:1750566ms step_avg:727.89ms
step:2416/40500 train_loss:1.9549 aux_loss:0.0050 train_time:1751286ms step_avg:727.88ms
step:2417/40500 train_loss:1.9424 aux_loss:0.0049 train_time:1752006ms step_avg:727.88ms
step:2418/40500 train_loss:2.0237 aux_loss:0.0052 train_time:1752725ms step_avg:727.88ms
step:2419/40500 train_loss:1.9542 aux_loss:0.0046 train_time:1753445ms step_avg:727.87ms
step:2420/40500 train_loss:1.9340 aux_loss:0.0048 train_time:1754164ms step_avg:727.87ms
step:2421/40500 train_loss:1.9734 aux_loss:0.0051 train_time:1754884ms step_avg:727.87ms
step:2422/40500 train_loss:1.8658 aux_loss:0.0046 train_time:1755607ms step_avg:727.86ms
step:2423/40500 train_loss:1.9046 aux_loss:0.0047 train_time:1756328ms step_avg:727.86ms
step:2424/40500 train_loss:1.9213 aux_loss:0.0050 train_time:1757047ms step_avg:727.86ms
step:2425/40500 train_loss:1.9871 aux_loss:0.0048 train_time:1757768ms step_avg:727.85ms
step:2426/40500 train_loss:1.9558 aux_loss:0.0052 train_time:1758488ms step_avg:727.85ms
step:2427/40500 train_loss:2.0138 aux_loss:0.0050 train_time:1759207ms step_avg:727.85ms
step:2428/40500 train_loss:1.9796 aux_loss:0.0047 train_time:1759927ms step_avg:727.84ms
step:2429/40500 train_loss:1.9551 aux_loss:0.0051 train_time:1760649ms step_avg:727.84ms
step:2430/40500 train_loss:1.8655 aux_loss:0.0048 train_time:1761370ms step_avg:727.84ms
step:2431/40500 train_loss:1.9615 aux_loss:0.0049 train_time:1762093ms step_avg:727.84ms
step:2432/40500 train_loss:1.9586 aux_loss:0.0053 train_time:1762816ms step_avg:727.83ms
step:2433/40500 train_loss:1.8820 aux_loss:0.0047 train_time:1763537ms step_avg:727.83ms
step:2434/40500 train_loss:1.8718 aux_loss:0.0048 train_time:1764260ms step_avg:727.83ms
step:2435/40500 train_loss:1.9705 aux_loss:0.0054 train_time:1764979ms step_avg:727.83ms
step:2436/40500 train_loss:1.9493 aux_loss:0.0048 train_time:1765700ms step_avg:727.82ms
step:2437/40500 train_loss:1.9192 aux_loss:0.0048 train_time:1766420ms step_avg:727.82ms
step:2438/40500 train_loss:1.9563 aux_loss:0.0053 train_time:1767140ms step_avg:727.82ms
step:2439/40500 train_loss:1.9517 aux_loss:0.0048 train_time:1767859ms step_avg:727.81ms
step:2440/40500 train_loss:1.9611 aux_loss:0.0050 train_time:1768580ms step_avg:727.81ms
step:2441/40500 train_loss:1.9414 aux_loss:0.0051 train_time:1769299ms step_avg:727.81ms
step:2442/40500 train_loss:1.9750 aux_loss:0.0046 train_time:1770023ms step_avg:727.81ms
step:2443/40500 train_loss:1.8842 aux_loss:0.0052 train_time:1770742ms step_avg:727.80ms
step:2444/40500 train_loss:1.9274 aux_loss:0.0047 train_time:1771462ms step_avg:727.80ms
step:2445/40500 train_loss:2.0224 aux_loss:0.0047 train_time:1772183ms step_avg:727.80ms
step:2446/40500 train_loss:1.9197 aux_loss:0.0051 train_time:1772903ms step_avg:727.79ms
step:2447/40500 train_loss:1.8979 aux_loss:0.0049 train_time:1773624ms step_avg:727.79ms
step:2448/40500 train_loss:1.9689 aux_loss:0.0046 train_time:1774344ms step_avg:727.79ms
step:2449/40500 train_loss:1.8910 aux_loss:0.0051 train_time:1775065ms step_avg:727.78ms
step:2450/40500 train_loss:1.9242 aux_loss:0.0048 train_time:1775786ms step_avg:727.78ms
step:2451/40500 train_loss:1.9360 aux_loss:0.0046 train_time:1776503ms step_avg:727.78ms
step:2452/40500 train_loss:1.9645 aux_loss:0.0050 train_time:1777223ms step_avg:727.77ms
step:2453/40500 train_loss:1.9413 aux_loss:0.0051 train_time:1777944ms step_avg:727.77ms
step:2454/40500 train_loss:1.8802 aux_loss:0.0049 train_time:1778666ms step_avg:727.77ms
step:2455/40500 train_loss:1.9436 aux_loss:0.0050 train_time:1779386ms step_avg:727.77ms
step:2456/40500 train_loss:1.9777 aux_loss:0.0050 train_time:1780107ms step_avg:727.76ms
step:2457/40500 train_loss:1.8524 aux_loss:0.0050 train_time:1780830ms step_avg:727.76ms
step:2458/40500 train_loss:1.9317 aux_loss:0.0045 train_time:1781550ms step_avg:727.76ms
step:2459/40500 train_loss:1.9806 aux_loss:0.0051 train_time:1782270ms step_avg:727.75ms
step:2460/40500 train_loss:1.9833 aux_loss:0.0050 train_time:1782991ms step_avg:727.75ms
step:2461/40500 train_loss:1.9132 aux_loss:0.0047 train_time:1783713ms step_avg:727.75ms
step:2462/40500 train_loss:1.9343 aux_loss:0.0049 train_time:1784435ms step_avg:727.75ms
step:2463/40500 train_loss:1.8802 aux_loss:0.0050 train_time:1785153ms step_avg:727.74ms
step:2464/40500 train_loss:1.9259 aux_loss:0.0047 train_time:1785874ms step_avg:727.74ms
step:2465/40500 train_loss:1.9806 aux_loss:0.0050 train_time:1786594ms step_avg:727.74ms
step:2466/40500 train_loss:1.9529 aux_loss:0.0050 train_time:1787314ms step_avg:727.73ms
step:2467/40500 train_loss:1.9617 aux_loss:0.0047 train_time:1788034ms step_avg:727.73ms
step:2468/40500 train_loss:1.9563 aux_loss:0.0048 train_time:1788754ms step_avg:727.73ms
step:2469/40500 train_loss:1.9507 aux_loss:0.0049 train_time:1789474ms step_avg:727.72ms
step:2470/40500 train_loss:1.8766 aux_loss:0.0047 train_time:1790194ms step_avg:727.72ms
step:2471/40500 train_loss:1.9887 aux_loss:0.0047 train_time:1790913ms step_avg:727.72ms
step:2472/40500 train_loss:1.9945 aux_loss:0.0049 train_time:1791634ms step_avg:727.72ms
step:2473/40500 train_loss:1.8671 aux_loss:0.0047 train_time:1792355ms step_avg:727.71ms
step:2474/40500 train_loss:1.9065 aux_loss:0.0050 train_time:1793076ms step_avg:727.71ms
step:2475/40500 train_loss:1.8917 aux_loss:0.0048 train_time:1793795ms step_avg:727.71ms
step:2476/40500 train_loss:2.0256 aux_loss:0.0052 train_time:1794515ms step_avg:727.70ms
step:2477/40500 train_loss:1.9108 aux_loss:0.0049 train_time:1795234ms step_avg:727.70ms
step:2478/40500 train_loss:1.9435 aux_loss:0.0047 train_time:1795955ms step_avg:727.70ms
step:2479/40500 train_loss:1.9274 aux_loss:0.0053 train_time:1796675ms step_avg:727.69ms
step:2480/40500 train_loss:1.9056 aux_loss:0.0049 train_time:1797396ms step_avg:727.69ms
step:2481/40500 train_loss:1.9134 aux_loss:0.0049 train_time:1798118ms step_avg:727.69ms
step:2482/40500 train_loss:1.9058 aux_loss:0.0050 train_time:1798839ms step_avg:727.69ms
step:2483/40500 train_loss:1.9471 aux_loss:0.0044 train_time:1799560ms step_avg:727.68ms
step:2484/40500 train_loss:1.9295 aux_loss:0.0048 train_time:1800282ms step_avg:727.68ms
step:2485/40500 train_loss:1.9498 aux_loss:0.0052 train_time:1801003ms step_avg:727.68ms
step:2486/40500 train_loss:1.9016 aux_loss:0.0046 train_time:1801724ms step_avg:727.68ms
step:2487/40500 train_loss:1.9602 aux_loss:0.0047 train_time:1802446ms step_avg:727.67ms
step:2488/40500 train_loss:1.8740 aux_loss:0.0051 train_time:1803169ms step_avg:727.67ms
step:2489/40500 train_loss:1.9146 aux_loss:0.0048 train_time:1803890ms step_avg:727.67ms
step:2490/40500 train_loss:2.0277 aux_loss:0.0048 train_time:1804611ms step_avg:727.67ms
step:2491/40500 train_loss:1.8839 aux_loss:0.0051 train_time:1805331ms step_avg:727.66ms
step:2492/40500 train_loss:1.8563 aux_loss:0.0050 train_time:1806051ms step_avg:727.66ms
step:2493/40500 train_loss:1.9480 aux_loss:0.0049 train_time:1806771ms step_avg:727.66ms
step:2494/40500 train_loss:1.9745 aux_loss:0.0048 train_time:1807491ms step_avg:727.65ms
step:2495/40500 train_loss:1.8911 aux_loss:0.0047 train_time:1808210ms step_avg:727.65ms
step:2496/40500 train_loss:1.9674 aux_loss:0.0046 train_time:1808931ms step_avg:727.65ms
step:2497/40500 train_loss:1.9419 aux_loss:0.0047 train_time:1809650ms step_avg:727.64ms
step:2498/40500 train_loss:1.9747 aux_loss:0.0050 train_time:1810370ms step_avg:727.64ms
step:2499/40500 train_loss:1.9183 aux_loss:0.0045 train_time:1811091ms step_avg:727.64ms
step:2500/40500 train_loss:1.8858 aux_loss:0.0047 train_time:1811811ms step_avg:727.63ms
step:2501/40500 train_loss:1.9470 aux_loss:0.0049 train_time:1812531ms step_avg:727.63ms
step:2502/40500 train_loss:1.9478 aux_loss:0.0049 train_time:1813252ms step_avg:727.63ms
step:2503/40500 train_loss:1.9216 aux_loss:0.0049 train_time:1813972ms step_avg:727.63ms
step:2504/40500 train_loss:1.9812 aux_loss:0.0047 train_time:1814694ms step_avg:727.62ms
step:2505/40500 train_loss:1.9532 aux_loss:0.0044 train_time:1815415ms step_avg:727.62ms
step:2506/40500 train_loss:1.8881 aux_loss:0.0052 train_time:1816136ms step_avg:727.62ms
step:2507/40500 train_loss:1.9149 aux_loss:0.0049 train_time:1816856ms step_avg:727.62ms
step:2508/40500 train_loss:1.9680 aux_loss:0.0044 train_time:1817579ms step_avg:727.61ms
step:2509/40500 train_loss:1.9314 aux_loss:0.0051 train_time:1818301ms step_avg:727.61ms
step:2510/40500 train_loss:1.8496 aux_loss:0.0047 train_time:1819022ms step_avg:727.61ms
step:2511/40500 train_loss:1.9304 aux_loss:0.0044 train_time:1819745ms step_avg:727.61ms
step:2512/40500 train_loss:1.9431 aux_loss:0.0050 train_time:1820465ms step_avg:727.60ms
step:2513/40500 train_loss:1.8698 aux_loss:0.0048 train_time:1821185ms step_avg:727.60ms
step:2514/40500 train_loss:1.9240 aux_loss:0.0045 train_time:1821904ms step_avg:727.60ms
step:2515/40500 train_loss:1.9760 aux_loss:0.0049 train_time:1822625ms step_avg:727.59ms
step:2516/40500 train_loss:1.9968 aux_loss:0.0050 train_time:1823344ms step_avg:727.59ms
step:2517/40500 train_loss:1.9253 aux_loss:0.0046 train_time:1824063ms step_avg:727.59ms
step:2518/40500 train_loss:1.8921 aux_loss:0.0046 train_time:1824785ms step_avg:727.59ms
step:2519/40500 train_loss:1.8972 aux_loss:0.0048 train_time:1825502ms step_avg:727.58ms
step:2520/40500 train_loss:1.9329 aux_loss:0.0047 train_time:1826223ms step_avg:727.58ms
step:2521/40500 train_loss:1.9189 aux_loss:0.0052 train_time:1826942ms step_avg:727.58ms
step:2522/40500 train_loss:1.9303 aux_loss:0.0050 train_time:1827662ms step_avg:727.57ms
step:2523/40500 train_loss:1.9722 aux_loss:0.0045 train_time:1828383ms step_avg:727.57ms
step:2524/40500 train_loss:1.9311 aux_loss:0.0047 train_time:1829104ms step_avg:727.57ms
step:2525/40500 train_loss:1.8981 aux_loss:0.0050 train_time:1829824ms step_avg:727.56ms
step:2526/40500 train_loss:1.9347 aux_loss:0.0045 train_time:1830543ms step_avg:727.56ms
step:2527/40500 train_loss:1.9695 aux_loss:0.0043 train_time:1831262ms step_avg:727.56ms
step:2528/40500 train_loss:1.9366 aux_loss:0.0047 train_time:1831982ms step_avg:727.55ms
step:2529/40500 train_loss:1.9392 aux_loss:0.0048 train_time:1832702ms step_avg:727.55ms
step:2530/40500 train_loss:1.9111 aux_loss:0.0047 train_time:1833424ms step_avg:727.55ms
step:2531/40500 train_loss:1.9151 aux_loss:0.0050 train_time:1834144ms step_avg:727.55ms
step:2532/40500 train_loss:1.9394 aux_loss:0.0049 train_time:1834863ms step_avg:727.54ms
step:2533/40500 train_loss:1.9495 aux_loss:0.0046 train_time:1835584ms step_avg:727.54ms
step:2534/40500 train_loss:1.9119 aux_loss:0.0047 train_time:1836305ms step_avg:727.54ms
step:2535/40500 train_loss:1.8690 aux_loss:0.0048 train_time:1837026ms step_avg:727.54ms
step:2536/40500 train_loss:1.8834 aux_loss:0.0047 train_time:1837746ms step_avg:727.53ms
step:2537/40500 train_loss:2.0311 aux_loss:0.0046 train_time:1838467ms step_avg:727.53ms
step:2538/40500 train_loss:1.8470 aux_loss:0.0049 train_time:1839189ms step_avg:727.53ms
step:2539/40500 train_loss:1.9531 aux_loss:0.0048 train_time:1839911ms step_avg:727.53ms
step:2540/40500 train_loss:1.9286 aux_loss:0.0046 train_time:1840631ms step_avg:727.52ms
step:2541/40500 train_loss:1.9554 aux_loss:0.0048 train_time:1841352ms step_avg:727.52ms
step:2542/40500 train_loss:1.8770 aux_loss:0.0049 train_time:1842077ms step_avg:727.52ms
step:2543/40500 train_loss:1.9599 aux_loss:0.0044 train_time:1842798ms step_avg:727.52ms
step:2544/40500 train_loss:1.8860 aux_loss:0.0049 train_time:1843519ms step_avg:727.51ms
step:2545/40500 train_loss:1.9200 aux_loss:0.0054 train_time:1844238ms step_avg:727.51ms
step:2546/40500 train_loss:1.9733 aux_loss:0.0048 train_time:1844959ms step_avg:727.51ms
step:2547/40500 train_loss:1.9225 aux_loss:0.0048 train_time:1845679ms step_avg:727.50ms
step:2548/40500 train_loss:1.9028 aux_loss:0.0046 train_time:1846397ms step_avg:727.50ms
step:2549/40500 train_loss:1.9532 aux_loss:0.0046 train_time:1847117ms step_avg:727.50ms
step:2550/40500 train_loss:1.9760 aux_loss:0.0047 train_time:1847837ms step_avg:727.49ms
step:2551/40500 train_loss:1.8916 aux_loss:0.0049 train_time:1848556ms step_avg:727.49ms
step:2552/40500 train_loss:1.9573 aux_loss:0.0049 train_time:1849279ms step_avg:727.49ms
step:2553/40500 train_loss:1.9348 aux_loss:0.0049 train_time:1850000ms step_avg:727.49ms
step:2554/40500 train_loss:1.9090 aux_loss:0.0046 train_time:1850722ms step_avg:727.49ms
step:2555/40500 train_loss:1.9317 aux_loss:0.0044 train_time:1851442ms step_avg:727.48ms
step:2556/40500 train_loss:1.9377 aux_loss:0.0049 train_time:1852163ms step_avg:727.48ms
step:2557/40500 train_loss:2.0004 aux_loss:0.0048 train_time:1852885ms step_avg:727.48ms
step:2558/40500 train_loss:1.9217 aux_loss:0.0047 train_time:1853608ms step_avg:727.48ms
step:2559/40500 train_loss:1.9064 aux_loss:0.0048 train_time:1854330ms step_avg:727.47ms
step:2560/40500 train_loss:1.9437 aux_loss:0.0047 train_time:1855050ms step_avg:727.47ms
step:2561/40500 train_loss:1.8539 aux_loss:0.0044 train_time:1855771ms step_avg:727.47ms
step:2562/40500 train_loss:1.9036 aux_loss:0.0051 train_time:1856493ms step_avg:727.47ms
step:2563/40500 train_loss:1.8963 aux_loss:0.0045 train_time:1857216ms step_avg:727.46ms
step:2564/40500 train_loss:1.9601 aux_loss:0.0045 train_time:1857935ms step_avg:727.46ms
step:2565/40500 train_loss:1.9275 aux_loss:0.0047 train_time:1858655ms step_avg:727.46ms
step:2566/40500 train_loss:1.8988 aux_loss:0.0043 train_time:1859376ms step_avg:727.46ms
step:2567/40500 train_loss:1.9332 aux_loss:0.0045 train_time:1860099ms step_avg:727.45ms
step:2568/40500 train_loss:1.8852 aux_loss:0.0046 train_time:1860821ms step_avg:727.45ms
step:2569/40500 train_loss:1.8978 aux_loss:0.0046 train_time:1861542ms step_avg:727.45ms
step:2570/40500 train_loss:1.9331 aux_loss:0.0046 train_time:1862262ms step_avg:727.45ms
step:2571/40500 train_loss:1.9018 aux_loss:0.0045 train_time:1862985ms step_avg:727.44ms
step:2572/40500 train_loss:1.9935 aux_loss:0.0048 train_time:1863706ms step_avg:727.44ms
step:2573/40500 train_loss:1.9565 aux_loss:0.0047 train_time:1864430ms step_avg:727.44ms
step:2574/40500 train_loss:1.9483 aux_loss:0.0044 train_time:1865149ms step_avg:727.44ms
step:2575/40500 train_loss:1.9175 aux_loss:0.0048 train_time:1865871ms step_avg:727.43ms
step:2576/40500 train_loss:1.9532 aux_loss:0.0047 train_time:1866592ms step_avg:727.43ms
step:2577/40500 train_loss:1.9354 aux_loss:0.0046 train_time:1867313ms step_avg:727.43ms
step:2578/40500 train_loss:1.9451 aux_loss:0.0047 train_time:1868032ms step_avg:727.43ms
step:2579/40500 train_loss:1.9024 aux_loss:0.0047 train_time:1868752ms step_avg:727.42ms
step:2580/40500 train_loss:1.9500 aux_loss:0.0045 train_time:1869473ms step_avg:727.42ms
step:2581/40500 train_loss:1.8951 aux_loss:0.0046 train_time:1870193ms step_avg:727.42ms
step:2582/40500 train_loss:1.9029 aux_loss:0.0046 train_time:1870914ms step_avg:727.42ms
step:2583/40500 train_loss:1.8794 aux_loss:0.0043 train_time:1871634ms step_avg:727.41ms
step:2584/40500 train_loss:1.9892 aux_loss:0.0049 train_time:1872355ms step_avg:727.41ms
step:2585/40500 train_loss:1.9292 aux_loss:0.0048 train_time:1873077ms step_avg:727.41ms
step:2586/40500 train_loss:1.9245 aux_loss:0.0040 train_time:1873799ms step_avg:727.41ms
step:2587/40500 train_loss:1.8993 aux_loss:0.0048 train_time:1874520ms step_avg:727.40ms
step:2588/40500 train_loss:1.8586 aux_loss:0.0051 train_time:1875243ms step_avg:727.40ms
step:2589/40500 train_loss:1.9984 aux_loss:0.0047 train_time:1875966ms step_avg:727.40ms
step:2590/40500 train_loss:1.9044 aux_loss:0.0048 train_time:1876686ms step_avg:727.40ms
step:2591/40500 train_loss:1.9212 aux_loss:0.0051 train_time:1877407ms step_avg:727.40ms
step:2592/40500 train_loss:1.9588 aux_loss:0.0044 train_time:1878129ms step_avg:727.39ms
step:2593/40500 train_loss:1.9046 aux_loss:0.0047 train_time:1878849ms step_avg:727.39ms
step:2594/40500 train_loss:1.8946 aux_loss:0.0049 train_time:1879568ms step_avg:727.39ms
step:2595/40500 train_loss:1.9249 aux_loss:0.0045 train_time:1880286ms step_avg:727.38ms
step:2596/40500 train_loss:1.9560 aux_loss:0.0045 train_time:1881007ms step_avg:727.38ms
step:2597/40500 train_loss:1.9365 aux_loss:0.0049 train_time:1881729ms step_avg:727.38ms
step:2598/40500 train_loss:1.9676 aux_loss:0.0044 train_time:1882448ms step_avg:727.38ms
step:2599/40500 train_loss:1.9431 aux_loss:0.0046 train_time:1883167ms step_avg:727.37ms
step:2600/40500 train_loss:1.9914 aux_loss:0.0047 train_time:1883888ms step_avg:727.37ms
step:2601/40500 train_loss:1.9581 aux_loss:0.0048 train_time:1884608ms step_avg:727.37ms
step:2602/40500 train_loss:1.9152 aux_loss:0.0047 train_time:1885328ms step_avg:727.36ms
step:2603/40500 train_loss:1.9252 aux_loss:0.0049 train_time:1886050ms step_avg:727.36ms
step:2604/40500 train_loss:1.9474 aux_loss:0.0045 train_time:1886770ms step_avg:727.36ms
step:2605/40500 train_loss:2.0045 aux_loss:0.0046 train_time:1887491ms step_avg:727.36ms
step:2606/40500 train_loss:1.9408 aux_loss:0.0041 train_time:1888213ms step_avg:727.35ms
step:2607/40500 train_loss:1.8820 aux_loss:0.0046 train_time:1888935ms step_avg:727.35ms
step:2608/40500 train_loss:2.0047 aux_loss:0.0042 train_time:1889657ms step_avg:727.35ms
step:2609/40500 train_loss:1.9145 aux_loss:0.0042 train_time:1890379ms step_avg:727.35ms
step:2610/40500 train_loss:1.9816 aux_loss:0.0047 train_time:1891102ms step_avg:727.35ms
step:2611/40500 train_loss:1.9409 aux_loss:0.0048 train_time:1891823ms step_avg:727.34ms
step:2612/40500 train_loss:1.9239 aux_loss:0.0042 train_time:1892543ms step_avg:727.34ms
step:2613/40500 train_loss:1.9459 aux_loss:0.0045 train_time:1893263ms step_avg:727.34ms
step:2614/40500 train_loss:1.8844 aux_loss:0.0049 train_time:1893984ms step_avg:727.34ms
step:2615/40500 train_loss:1.9750 aux_loss:0.0045 train_time:1894704ms step_avg:727.33ms
step:2616/40500 train_loss:1.9531 aux_loss:0.0046 train_time:1895424ms step_avg:727.33ms
step:2617/40500 train_loss:1.8556 aux_loss:0.0046 train_time:1896143ms step_avg:727.33ms
step:2618/40500 train_loss:1.9031 aux_loss:0.0046 train_time:1896864ms step_avg:727.33ms
step:2619/40500 train_loss:1.9920 aux_loss:0.0046 train_time:1897584ms step_avg:727.32ms
step:2620/40500 train_loss:1.9608 aux_loss:0.0046 train_time:1898306ms step_avg:727.32ms
step:2621/40500 train_loss:1.9827 aux_loss:0.0045 train_time:1899026ms step_avg:727.32ms
step:2622/40500 train_loss:1.9330 aux_loss:0.0047 train_time:1899745ms step_avg:727.31ms
step:2623/40500 train_loss:1.8767 aux_loss:0.0047 train_time:1900466ms step_avg:727.31ms
step:2624/40500 train_loss:1.9649 aux_loss:0.0044 train_time:1901188ms step_avg:727.31ms
step:2625/40500 train_loss:1.9082 aux_loss:0.0046 train_time:1901908ms step_avg:727.31ms
step:2626/40500 train_loss:1.8905 aux_loss:0.0046 train_time:1902630ms step_avg:727.31ms
step:2627/40500 train_loss:1.9451 aux_loss:0.0042 train_time:1903353ms step_avg:727.30ms
step:2628/40500 train_loss:1.8775 aux_loss:0.0047 train_time:1904073ms step_avg:727.30ms
step:2629/40500 train_loss:1.9351 aux_loss:0.0044 train_time:1904795ms step_avg:727.30ms
step:2630/40500 train_loss:1.9452 aux_loss:0.0045 train_time:1905519ms step_avg:727.30ms
step:2631/40500 train_loss:1.9060 aux_loss:0.0044 train_time:1906240ms step_avg:727.30ms
step:2632/40500 train_loss:1.9496 aux_loss:0.0044 train_time:1906960ms step_avg:727.29ms
step:2633/40500 train_loss:1.9338 aux_loss:0.0047 train_time:1907679ms step_avg:727.29ms
step:2634/40500 train_loss:1.9407 aux_loss:0.0045 train_time:1908400ms step_avg:727.29ms
step:2635/40500 train_loss:1.9448 aux_loss:0.0044 train_time:1909120ms step_avg:727.28ms
step:2636/40500 train_loss:1.9243 aux_loss:0.0047 train_time:1909841ms step_avg:727.28ms
step:2637/40500 train_loss:1.9606 aux_loss:0.0046 train_time:1910562ms step_avg:727.28ms
step:2638/40500 train_loss:1.8660 aux_loss:0.0046 train_time:1911280ms step_avg:727.28ms
step:2639/40500 train_loss:1.9168 aux_loss:0.0044 train_time:1912001ms step_avg:727.27ms
step:2640/40500 train_loss:1.8809 aux_loss:0.0049 train_time:1912721ms step_avg:727.27ms
step:2641/40500 train_loss:1.9199 aux_loss:0.0046 train_time:1913440ms step_avg:727.27ms
step:2642/40500 train_loss:1.8641 aux_loss:0.0042 train_time:1914160ms step_avg:727.26ms
step:2643/40500 train_loss:1.9197 aux_loss:0.0050 train_time:1914883ms step_avg:727.26ms
step:2644/40500 train_loss:1.9482 aux_loss:0.0042 train_time:1915604ms step_avg:727.26ms
step:2645/40500 train_loss:1.8943 aux_loss:0.0042 train_time:1916325ms step_avg:727.26ms
step:2646/40500 train_loss:1.9160 aux_loss:0.0049 train_time:1917049ms step_avg:727.26ms
step:2647/40500 train_loss:1.9524 aux_loss:0.0045 train_time:1917770ms step_avg:727.25ms
step:2648/40500 train_loss:1.9374 aux_loss:0.0044 train_time:1918494ms step_avg:727.25ms
step:2649/40500 train_loss:1.9497 aux_loss:0.0049 train_time:1919216ms step_avg:727.25ms
step:2650/40500 train_loss:2.0000 aux_loss:0.0044 train_time:1919937ms step_avg:727.25ms
step:2651/40500 train_loss:1.9564 aux_loss:0.0044 train_time:1920659ms step_avg:727.25ms
step:2652/40500 train_loss:1.9337 aux_loss:0.0046 train_time:1921379ms step_avg:727.24ms
step:2653/40500 train_loss:1.8915 aux_loss:0.0047 train_time:1922100ms step_avg:727.24ms
step:2654/40500 train_loss:1.8887 aux_loss:0.0050 train_time:1922824ms step_avg:727.24ms
step:2655/40500 train_loss:1.9123 aux_loss:0.0044 train_time:1923545ms step_avg:727.24ms
step:2656/40500 train_loss:1.9342 aux_loss:0.0045 train_time:1924267ms step_avg:727.24ms
step:2657/40500 train_loss:1.9712 aux_loss:0.0047 train_time:1924991ms step_avg:727.24ms
step:2658/40500 train_loss:1.9535 aux_loss:0.0044 train_time:1925713ms step_avg:727.23ms
step:2659/40500 train_loss:1.9220 aux_loss:0.0045 train_time:1926433ms step_avg:727.23ms
step:2660/40500 train_loss:1.8929 aux_loss:0.0043 train_time:1927155ms step_avg:727.23ms
step:2661/40500 train_loss:1.9682 aux_loss:0.0046 train_time:1927875ms step_avg:727.23ms
step:2662/40500 train_loss:1.9188 aux_loss:0.0044 train_time:1928596ms step_avg:727.22ms
step:2663/40500 train_loss:1.8669 aux_loss:0.0042 train_time:1929314ms step_avg:727.22ms
step:2664/40500 train_loss:1.9157 aux_loss:0.0046 train_time:1930038ms step_avg:727.22ms
step:2665/40500 train_loss:2.0190 aux_loss:0.0044 train_time:1930760ms step_avg:727.22ms
step:2666/40500 train_loss:1.9459 aux_loss:0.0049 train_time:1931484ms step_avg:727.22ms
step:2667/40500 train_loss:1.8792 aux_loss:0.0047 train_time:1932203ms step_avg:727.21ms
step:2668/40500 train_loss:1.9604 aux_loss:0.0044 train_time:1932923ms step_avg:727.21ms
step:2669/40500 train_loss:1.9500 aux_loss:0.0046 train_time:1933647ms step_avg:727.21ms
step:2670/40500 train_loss:1.9820 aux_loss:0.0045 train_time:1934370ms step_avg:727.21ms
step:2671/40500 train_loss:1.8728 aux_loss:0.0045 train_time:1935091ms step_avg:727.20ms
step:2672/40500 train_loss:1.8680 aux_loss:0.0045 train_time:1935811ms step_avg:727.20ms
step:2673/40500 train_loss:1.9276 aux_loss:0.0043 train_time:1936532ms step_avg:727.20ms
step:2674/40500 train_loss:1.8554 aux_loss:0.0043 train_time:1937254ms step_avg:727.20ms
step:2675/40500 train_loss:1.8721 aux_loss:0.0049 train_time:1937975ms step_avg:727.20ms
step:2676/40500 train_loss:1.9065 aux_loss:0.0048 train_time:1938696ms step_avg:727.19ms
step:2677/40500 train_loss:1.9623 aux_loss:0.0044 train_time:1939415ms step_avg:727.19ms
step:2678/40500 train_loss:1.9110 aux_loss:0.0046 train_time:1940136ms step_avg:727.19ms
step:2679/40500 train_loss:1.9605 aux_loss:0.0047 train_time:1940856ms step_avg:727.18ms
step:2680/40500 train_loss:1.9297 aux_loss:0.0046 train_time:1941578ms step_avg:727.18ms
step:2681/40500 train_loss:1.9254 aux_loss:0.0046 train_time:1942300ms step_avg:727.18ms
step:2682/40500 train_loss:1.9444 aux_loss:0.0045 train_time:1943023ms step_avg:727.18ms
step:2683/40500 train_loss:1.8938 aux_loss:0.0045 train_time:1943747ms step_avg:727.18ms
step:2684/40500 train_loss:1.9622 aux_loss:0.0045 train_time:1944469ms step_avg:727.18ms
step:2685/40500 train_loss:1.9018 aux_loss:0.0045 train_time:1945187ms step_avg:727.17ms
step:2686/40500 train_loss:1.8916 aux_loss:0.0045 train_time:1945908ms step_avg:727.17ms
step:2687/40500 train_loss:1.9007 aux_loss:0.0044 train_time:1946629ms step_avg:727.17ms
step:2688/40500 train_loss:1.9467 aux_loss:0.0044 train_time:1947351ms step_avg:727.17ms
step:2689/40500 train_loss:1.9368 aux_loss:0.0045 train_time:1948071ms step_avg:727.16ms
step:2690/40500 train_loss:1.9287 aux_loss:0.0043 train_time:1948792ms step_avg:727.16ms
step:2691/40500 train_loss:1.9065 aux_loss:0.0046 train_time:1949512ms step_avg:727.16ms
step:2692/40500 train_loss:1.9375 aux_loss:0.0045 train_time:1950233ms step_avg:727.16ms
step:2693/40500 train_loss:1.9713 aux_loss:0.0043 train_time:1950956ms step_avg:727.15ms
step:2694/40500 train_loss:1.8873 aux_loss:0.0048 train_time:1951676ms step_avg:727.15ms
step:2695/40500 train_loss:1.9773 aux_loss:0.0043 train_time:1952397ms step_avg:727.15ms
step:2696/40500 train_loss:1.9330 aux_loss:0.0046 train_time:1953124ms step_avg:727.15ms
step:2697/40500 train_loss:1.9399 aux_loss:0.0041 train_time:1953847ms step_avg:727.15ms
step:2698/40500 train_loss:1.9420 aux_loss:0.0043 train_time:1954568ms step_avg:727.15ms
step:2699/40500 train_loss:1.9851 aux_loss:0.0044 train_time:1955286ms step_avg:727.14ms
step:2700/40500 train_loss:1.9280 aux_loss:0.0043 train_time:1956007ms step_avg:727.14ms
step:2701/40500 train_loss:1.9126 aux_loss:0.0043 train_time:1956727ms step_avg:727.14ms
step:2702/40500 train_loss:1.8783 aux_loss:0.0045 train_time:1957447ms step_avg:727.13ms
step:2703/40500 train_loss:1.8694 aux_loss:0.0047 train_time:1958168ms step_avg:727.13ms
step:2704/40500 train_loss:1.8944 aux_loss:0.0043 train_time:1958888ms step_avg:727.13ms
step:2705/40500 train_loss:1.8883 aux_loss:0.0047 train_time:1959607ms step_avg:727.13ms
step:2706/40500 train_loss:1.9860 aux_loss:0.0046 train_time:1960327ms step_avg:727.12ms
step:2707/40500 train_loss:1.8507 aux_loss:0.0042 train_time:1961047ms step_avg:727.12ms
step:2708/40500 train_loss:1.9268 aux_loss:0.0048 train_time:1961767ms step_avg:727.12ms
step:2709/40500 train_loss:1.9339 aux_loss:0.0044 train_time:1962488ms step_avg:727.12ms
step:2710/40500 train_loss:1.9749 aux_loss:0.0044 train_time:1963208ms step_avg:727.11ms
step:2711/40500 train_loss:1.9421 aux_loss:0.0046 train_time:1963929ms step_avg:727.11ms
step:2712/40500 train_loss:1.9860 aux_loss:0.0042 train_time:1964649ms step_avg:727.11ms
step:2713/40500 train_loss:1.9168 aux_loss:0.0043 train_time:1965371ms step_avg:727.11ms
step:2714/40500 train_loss:1.8912 aux_loss:0.0045 train_time:1966092ms step_avg:727.11ms
step:2715/40500 train_loss:1.8397 aux_loss:0.0046 train_time:1966814ms step_avg:727.10ms
step:2716/40500 train_loss:1.9314 aux_loss:0.0045 train_time:1967539ms step_avg:727.10ms
step:2717/40500 train_loss:1.9525 aux_loss:0.0044 train_time:1968260ms step_avg:727.10ms
step:2718/40500 train_loss:1.9083 aux_loss:0.0046 train_time:1968979ms step_avg:727.10ms
step:2719/40500 train_loss:1.8756 aux_loss:0.0043 train_time:1969700ms step_avg:727.09ms
step:2720/40500 train_loss:1.9064 aux_loss:0.0041 train_time:1970422ms step_avg:727.09ms
step:2721/40500 train_loss:1.9053 aux_loss:0.0048 train_time:1971142ms step_avg:727.09ms
step:2722/40500 train_loss:1.9440 aux_loss:0.0043 train_time:1971861ms step_avg:727.09ms
step:2723/40500 train_loss:1.8161 aux_loss:0.0041 train_time:1972582ms step_avg:727.09ms
step:2724/40500 train_loss:1.8688 aux_loss:0.0046 train_time:1973301ms step_avg:727.08ms
step:2725/40500 train_loss:1.9331 aux_loss:0.0047 train_time:1974021ms step_avg:727.08ms
step:2726/40500 train_loss:1.9429 aux_loss:0.0044 train_time:1974742ms step_avg:727.08ms
step:2727/40500 train_loss:1.9261 aux_loss:0.0046 train_time:1975462ms step_avg:727.07ms
step:2728/40500 train_loss:1.9362 aux_loss:0.0046 train_time:1976183ms step_avg:727.07ms
step:2729/40500 train_loss:1.9198 aux_loss:0.0042 train_time:1976903ms step_avg:727.07ms
step:2730/40500 train_loss:1.9641 aux_loss:0.0046 train_time:1977622ms step_avg:727.07ms
step:2731/40500 train_loss:1.9025 aux_loss:0.0045 train_time:1978341ms step_avg:727.06ms
step:2732/40500 train_loss:1.9115 aux_loss:0.0042 train_time:1979061ms step_avg:727.06ms
step:2733/40500 train_loss:1.9780 aux_loss:0.0046 train_time:1979782ms step_avg:727.06ms
step:2734/40500 train_loss:1.8942 aux_loss:0.0045 train_time:1980502ms step_avg:727.06ms
step:2735/40500 train_loss:1.9000 aux_loss:0.0043 train_time:1981222ms step_avg:727.05ms
step:2736/40500 train_loss:1.9399 aux_loss:0.0045 train_time:1981943ms step_avg:727.05ms
step:2737/40500 train_loss:1.8667 aux_loss:0.0043 train_time:1982661ms step_avg:727.05ms
step:2738/40500 train_loss:1.9236 aux_loss:0.0041 train_time:1983381ms step_avg:727.05ms
step:2739/40500 train_loss:1.9066 aux_loss:0.0046 train_time:1984103ms step_avg:727.04ms
step:2740/40500 train_loss:1.9034 aux_loss:0.0043 train_time:1984822ms step_avg:727.04ms
step:2741/40500 train_loss:1.9606 aux_loss:0.0043 train_time:1985542ms step_avg:727.04ms
step:2742/40500 train_loss:1.9196 aux_loss:0.0046 train_time:1986262ms step_avg:727.04ms
step:2743/40500 train_loss:1.9143 aux_loss:0.0044 train_time:1986983ms step_avg:727.03ms
step:2744/40500 train_loss:1.9303 aux_loss:0.0043 train_time:1987703ms step_avg:727.03ms
step:2745/40500 train_loss:1.9379 aux_loss:0.0044 train_time:1988425ms step_avg:727.03ms
step:2746/40500 train_loss:1.9346 aux_loss:0.0045 train_time:1989148ms step_avg:727.03ms
step:2747/40500 train_loss:1.8792 aux_loss:0.0043 train_time:1989871ms step_avg:727.03ms
step:2748/40500 train_loss:1.9432 aux_loss:0.0043 train_time:1990593ms step_avg:727.02ms
step:2749/40500 train_loss:1.8492 aux_loss:0.0045 train_time:1991315ms step_avg:727.02ms
step:2750/40500 train_loss:1.9063 aux_loss:0.0047 train_time:1992038ms step_avg:727.02ms
step:2751/40500 train_loss:1.9111 aux_loss:0.0044 train_time:1992758ms step_avg:727.02ms
step:2752/40500 train_loss:1.9252 aux_loss:0.0043 train_time:1993477ms step_avg:727.02ms
step:2753/40500 train_loss:1.9990 aux_loss:0.0044 train_time:1994197ms step_avg:727.01ms
step:2754/40500 train_loss:1.9085 aux_loss:0.0042 train_time:1994917ms step_avg:727.01ms
step:2755/40500 train_loss:1.9113 aux_loss:0.0043 train_time:1995638ms step_avg:727.01ms
step:2756/40500 train_loss:1.9581 aux_loss:0.0044 train_time:1996359ms step_avg:727.01ms
step:2757/40500 train_loss:1.9971 aux_loss:0.0043 train_time:1997078ms step_avg:727.00ms
step:2758/40500 train_loss:1.8491 aux_loss:0.0041 train_time:1997798ms step_avg:727.00ms
step:2759/40500 train_loss:1.8999 aux_loss:0.0048 train_time:1998519ms step_avg:727.00ms
step:2760/40500 train_loss:1.9959 aux_loss:0.0042 train_time:1999240ms step_avg:727.00ms
step:2761/40500 train_loss:1.8974 aux_loss:0.0041 train_time:1999960ms step_avg:726.99ms
step:2762/40500 train_loss:1.9070 aux_loss:0.0046 train_time:2000680ms step_avg:726.99ms
step:2763/40500 train_loss:1.9206 aux_loss:0.0044 train_time:2001401ms step_avg:726.99ms
step:2764/40500 train_loss:2.0071 aux_loss:0.0041 train_time:2002121ms step_avg:726.99ms
step:2765/40500 train_loss:1.9293 aux_loss:0.0047 train_time:2002843ms step_avg:726.98ms
step:2766/40500 train_loss:1.9430 aux_loss:0.0044 train_time:2003564ms step_avg:726.98ms
step:2767/40500 train_loss:1.9472 aux_loss:0.0041 train_time:2004285ms step_avg:726.98ms
step:2768/40500 train_loss:1.9710 aux_loss:0.0043 train_time:2005006ms step_avg:726.98ms
step:2769/40500 train_loss:1.8969 aux_loss:0.0042 train_time:2005726ms step_avg:726.98ms
step:2770/40500 train_loss:1.9540 aux_loss:0.0045 train_time:2006448ms step_avg:726.97ms
step:2771/40500 train_loss:1.8835 aux_loss:0.0045 train_time:2007169ms step_avg:726.97ms
step:2772/40500 train_loss:1.9741 aux_loss:0.0039 train_time:2007891ms step_avg:726.97ms
step:2773/40500 train_loss:1.8656 aux_loss:0.0042 train_time:2008612ms step_avg:726.97ms
step:2774/40500 train_loss:1.9355 aux_loss:0.0048 train_time:2009332ms step_avg:726.97ms
step:2775/40500 train_loss:1.9646 aux_loss:0.0047 train_time:2010051ms step_avg:726.96ms
step:2776/40500 train_loss:1.9319 aux_loss:0.0044 train_time:2010772ms step_avg:726.96ms
step:2777/40500 train_loss:1.8856 aux_loss:0.0044 train_time:2011493ms step_avg:726.96ms
step:2778/40500 train_loss:1.8374 aux_loss:0.0044 train_time:2012213ms step_avg:726.96ms
step:2779/40500 train_loss:1.9109 aux_loss:0.0047 train_time:2012934ms step_avg:726.95ms
step:2780/40500 train_loss:1.8651 aux_loss:0.0044 train_time:2013656ms step_avg:726.95ms
step:2781/40500 train_loss:1.9148 aux_loss:0.0039 train_time:2014377ms step_avg:726.95ms
step:2782/40500 train_loss:1.9459 aux_loss:0.0046 train_time:2015097ms step_avg:726.95ms
step:2783/40500 train_loss:1.9501 aux_loss:0.0045 train_time:2015819ms step_avg:726.95ms
step:2784/40500 train_loss:1.9421 aux_loss:0.0042 train_time:2016541ms step_avg:726.94ms
step:2785/40500 train_loss:1.9132 aux_loss:0.0045 train_time:2017263ms step_avg:726.94ms
step:2786/40500 train_loss:1.8866 aux_loss:0.0046 train_time:2017985ms step_avg:726.94ms
step:2787/40500 train_loss:1.9107 aux_loss:0.0046 train_time:2018706ms step_avg:726.94ms
step:2788/40500 train_loss:1.9477 aux_loss:0.0046 train_time:2019428ms step_avg:726.94ms
step:2789/40500 train_loss:1.9181 aux_loss:0.0047 train_time:2020148ms step_avg:726.93ms
step:2790/40500 train_loss:1.8422 aux_loss:0.0044 train_time:2020869ms step_avg:726.93ms
step:2791/40500 train_loss:1.8688 aux_loss:0.0047 train_time:2021589ms step_avg:726.93ms
step:2792/40500 train_loss:1.9397 aux_loss:0.0044 train_time:2022308ms step_avg:726.93ms
step:2793/40500 train_loss:1.7826 aux_loss:0.0039 train_time:2023030ms step_avg:726.92ms
step:2794/40500 train_loss:1.9165 aux_loss:0.0042 train_time:2023750ms step_avg:726.92ms
step:2795/40500 train_loss:1.8395 aux_loss:0.0040 train_time:2024469ms step_avg:726.92ms
step:2796/40500 train_loss:1.8609 aux_loss:0.0042 train_time:2025189ms step_avg:726.92ms
step:2797/40500 train_loss:1.8970 aux_loss:0.0046 train_time:2025909ms step_avg:726.91ms
step:2798/40500 train_loss:1.9149 aux_loss:0.0041 train_time:2026628ms step_avg:726.91ms
step:2799/40500 train_loss:1.9150 aux_loss:0.0046 train_time:2027347ms step_avg:726.91ms
step:2800/40500 train_loss:1.9054 aux_loss:0.0041 train_time:2028068ms step_avg:726.91ms
step:2801/40500 train_loss:1.9071 aux_loss:0.0041 train_time:2028788ms step_avg:726.90ms
step:2802/40500 train_loss:1.8854 aux_loss:0.0047 train_time:2029510ms step_avg:726.90ms
step:2803/40500 train_loss:1.9190 aux_loss:0.0042 train_time:2030231ms step_avg:726.90ms
step:2804/40500 train_loss:1.9751 aux_loss:0.0042 train_time:2030950ms step_avg:726.90ms
step:2805/40500 train_loss:1.8318 aux_loss:0.0041 train_time:2031670ms step_avg:726.89ms
step:2806/40500 train_loss:1.9516 aux_loss:0.0043 train_time:2032392ms step_avg:726.89ms
step:2807/40500 train_loss:1.8602 aux_loss:0.0041 train_time:2033111ms step_avg:726.89ms
step:2808/40500 train_loss:1.8710 aux_loss:0.0044 train_time:2033831ms step_avg:726.89ms
step:2809/40500 train_loss:1.9422 aux_loss:0.0052 train_time:2034555ms step_avg:726.89ms
step:2810/40500 train_loss:1.9129 aux_loss:0.0038 train_time:2035278ms step_avg:726.88ms
step:2811/40500 train_loss:1.9251 aux_loss:0.0044 train_time:2035999ms step_avg:726.88ms
step:2812/40500 train_loss:1.9152 aux_loss:0.0041 train_time:2036722ms step_avg:726.88ms
step:2813/40500 train_loss:1.9199 aux_loss:0.0041 train_time:2037442ms step_avg:726.88ms
step:2814/40500 train_loss:1.9017 aux_loss:0.0045 train_time:2038164ms step_avg:726.88ms
step:2815/40500 train_loss:1.9044 aux_loss:0.0044 train_time:2038884ms step_avg:726.87ms
step:2816/40500 train_loss:1.8976 aux_loss:0.0044 train_time:2039605ms step_avg:726.87ms
step:2817/40500 train_loss:1.9480 aux_loss:0.0042 train_time:2040326ms step_avg:726.87ms
step:2818/40500 train_loss:1.9383 aux_loss:0.0043 train_time:2041046ms step_avg:726.87ms
step:2819/40500 train_loss:1.9475 aux_loss:0.0043 train_time:2041766ms step_avg:726.87ms
step:2820/40500 train_loss:1.9960 aux_loss:0.0043 train_time:2042487ms step_avg:726.86ms
step:2821/40500 train_loss:1.8118 aux_loss:0.0040 train_time:2043207ms step_avg:726.86ms
step:2822/40500 train_loss:1.9323 aux_loss:0.0044 train_time:2043929ms step_avg:726.86ms
step:2823/40500 train_loss:1.8466 aux_loss:0.0046 train_time:2044651ms step_avg:726.86ms
step:2824/40500 train_loss:1.8966 aux_loss:0.0042 train_time:2045374ms step_avg:726.86ms
step:2825/40500 train_loss:1.9285 aux_loss:0.0045 train_time:2046097ms step_avg:726.86ms
step:2826/40500 train_loss:1.9112 aux_loss:0.0048 train_time:2046818ms step_avg:726.85ms
step:2827/40500 train_loss:1.8552 aux_loss:0.0040 train_time:2047538ms step_avg:726.85ms
step:2828/40500 train_loss:1.8856 aux_loss:0.0044 train_time:2048259ms step_avg:726.85ms
step:2829/40500 train_loss:1.8968 aux_loss:0.0046 train_time:2048981ms step_avg:726.85ms
step:2830/40500 train_loss:1.8917 aux_loss:0.0041 train_time:2049701ms step_avg:726.84ms
step:2831/40500 train_loss:1.8524 aux_loss:0.0041 train_time:2050421ms step_avg:726.84ms
step:2832/40500 train_loss:1.9237 aux_loss:0.0044 train_time:2051141ms step_avg:726.84ms
step:2833/40500 train_loss:1.7981 aux_loss:0.0046 train_time:2051861ms step_avg:726.84ms
step:2834/40500 train_loss:1.8631 aux_loss:0.0042 train_time:2052580ms step_avg:726.83ms
step:2835/40500 train_loss:1.9204 aux_loss:0.0041 train_time:2053302ms step_avg:726.83ms
step:2836/40500 train_loss:1.8916 aux_loss:0.0044 train_time:2054022ms step_avg:726.83ms
step:2837/40500 train_loss:1.8979 aux_loss:0.0044 train_time:2054744ms step_avg:726.83ms
step:2838/40500 train_loss:1.8586 aux_loss:0.0043 train_time:2055464ms step_avg:726.83ms
step:2839/40500 train_loss:1.8715 aux_loss:0.0042 train_time:2056182ms step_avg:726.82ms
step:2840/40500 train_loss:1.9440 aux_loss:0.0043 train_time:2056905ms step_avg:726.82ms
step:2841/40500 train_loss:1.9044 aux_loss:0.0041 train_time:2057625ms step_avg:726.82ms
step:2842/40500 train_loss:1.8711 aux_loss:0.0045 train_time:2058342ms step_avg:726.82ms
step:2843/40500 train_loss:1.8579 aux_loss:0.0042 train_time:2059067ms step_avg:726.81ms
step:2844/40500 train_loss:1.8615 aux_loss:0.0043 train_time:2059787ms step_avg:726.81ms
step:2845/40500 train_loss:1.8816 aux_loss:0.0047 train_time:2060505ms step_avg:726.81ms
step:2846/40500 train_loss:1.8742 aux_loss:0.0041 train_time:2061225ms step_avg:726.81ms
step:2847/40500 train_loss:1.9015 aux_loss:0.0041 train_time:2061949ms step_avg:726.81ms
step:2848/40500 train_loss:1.9257 aux_loss:0.0047 train_time:2062671ms step_avg:726.80ms
step:2849/40500 train_loss:1.8824 aux_loss:0.0043 train_time:2063392ms step_avg:726.80ms
step:2850/40500 train_loss:1.8394 aux_loss:0.0041 train_time:2064115ms step_avg:726.80ms
step:2851/40500 train_loss:1.8505 aux_loss:0.0045 train_time:2064835ms step_avg:726.80ms
step:2852/40500 train_loss:1.8563 aux_loss:0.0041 train_time:2065555ms step_avg:726.80ms
step:2853/40500 train_loss:1.8792 aux_loss:0.0039 train_time:2066276ms step_avg:726.79ms
step:2854/40500 train_loss:1.9411 aux_loss:0.0043 train_time:2066997ms step_avg:726.79ms
step:2855/40500 train_loss:1.8892 aux_loss:0.0045 train_time:2067717ms step_avg:726.79ms
step:2856/40500 train_loss:1.8621 aux_loss:0.0041 train_time:2068437ms step_avg:726.79ms
step:2857/40500 train_loss:1.8671 aux_loss:0.0041 train_time:2069159ms step_avg:726.79ms
step:2858/40500 train_loss:1.9367 aux_loss:0.0043 train_time:2069879ms step_avg:726.78ms
step:2859/40500 train_loss:1.9448 aux_loss:0.0043 train_time:2070600ms step_avg:726.78ms
step:2860/40500 train_loss:1.8845 aux_loss:0.0041 train_time:2071322ms step_avg:726.78ms
step:2861/40500 train_loss:1.8799 aux_loss:0.0042 train_time:2072043ms step_avg:726.78ms
step:2862/40500 train_loss:1.9713 aux_loss:0.0045 train_time:2072765ms step_avg:726.78ms
step:2863/40500 train_loss:1.9700 aux_loss:0.0045 train_time:2073487ms step_avg:726.77ms
step:2864/40500 train_loss:1.9526 aux_loss:0.0038 train_time:2074208ms step_avg:726.77ms
step:2865/40500 train_loss:1.9452 aux_loss:0.0041 train_time:2074929ms step_avg:726.77ms
step:2866/40500 train_loss:1.9793 aux_loss:0.0046 train_time:2075651ms step_avg:726.77ms
step:2867/40500 train_loss:1.8819 aux_loss:0.0045 train_time:2076373ms step_avg:726.77ms
step:2868/40500 train_loss:1.8907 aux_loss:0.0040 train_time:2077092ms step_avg:726.76ms
step:2869/40500 train_loss:1.9069 aux_loss:0.0042 train_time:2077812ms step_avg:726.76ms
step:2870/40500 train_loss:1.9016 aux_loss:0.0045 train_time:2078534ms step_avg:726.76ms
step:2871/40500 train_loss:1.8896 aux_loss:0.0041 train_time:2079253ms step_avg:726.76ms
step:2872/40500 train_loss:1.9291 aux_loss:0.0043 train_time:2079973ms step_avg:726.76ms
step:2873/40500 train_loss:1.8743 aux_loss:0.0047 train_time:2080693ms step_avg:726.75ms
step:2874/40500 train_loss:1.8545 aux_loss:0.0042 train_time:2081412ms step_avg:726.75ms
step:2875/40500 train_loss:1.9013 aux_loss:0.0041 train_time:2082134ms step_avg:726.75ms
step:2876/40500 train_loss:1.9853 aux_loss:0.0043 train_time:2082854ms step_avg:726.75ms
step:2877/40500 train_loss:1.9092 aux_loss:0.0043 train_time:2083572ms step_avg:726.74ms
step:2878/40500 train_loss:1.9064 aux_loss:0.0042 train_time:2084290ms step_avg:726.74ms
step:2879/40500 train_loss:1.9410 aux_loss:0.0041 train_time:2085012ms step_avg:726.74ms
step:2880/40500 train_loss:1.9245 aux_loss:0.0045 train_time:2085731ms step_avg:726.74ms
step:2881/40500 train_loss:1.8934 aux_loss:0.0044 train_time:2086450ms step_avg:726.73ms
step:2882/40500 train_loss:1.8660 aux_loss:0.0040 train_time:2087171ms step_avg:726.73ms
step:2883/40500 train_loss:1.8799 aux_loss:0.0042 train_time:2087890ms step_avg:726.73ms
step:2884/40500 train_loss:1.9096 aux_loss:0.0045 train_time:2088610ms step_avg:726.73ms
step:2885/40500 train_loss:1.8641 aux_loss:0.0042 train_time:2089329ms step_avg:726.72ms
step:2886/40500 train_loss:1.8589 aux_loss:0.0041 train_time:2090050ms step_avg:726.72ms
step:2887/40500 train_loss:1.9260 aux_loss:0.0044 train_time:2090768ms step_avg:726.72ms
step:2888/40500 train_loss:1.8929 aux_loss:0.0041 train_time:2091488ms step_avg:726.72ms
step:2889/40500 train_loss:2.0419 aux_loss:0.0039 train_time:2092211ms step_avg:726.71ms
step:2890/40500 train_loss:1.9028 aux_loss:0.0042 train_time:2092931ms step_avg:726.71ms
step:2891/40500 train_loss:1.9066 aux_loss:0.0044 train_time:2093650ms step_avg:726.71ms
step:2892/40500 train_loss:1.8639 aux_loss:0.0043 train_time:2094371ms step_avg:726.71ms
step:2893/40500 train_loss:1.9338 aux_loss:0.0042 train_time:2095088ms step_avg:726.70ms
step:2894/40500 train_loss:1.8425 aux_loss:0.0042 train_time:2095807ms step_avg:726.70ms
step:2895/40500 train_loss:1.9092 aux_loss:0.0042 train_time:2096526ms step_avg:726.70ms
step:2896/40500 train_loss:1.8978 aux_loss:0.0042 train_time:2097247ms step_avg:726.70ms
step:2897/40500 train_loss:1.8995 aux_loss:0.0043 train_time:2097968ms step_avg:726.69ms
step:2898/40500 train_loss:1.9360 aux_loss:0.0040 train_time:2098689ms step_avg:726.69ms
step:2899/40500 train_loss:1.9005 aux_loss:0.0043 train_time:2099409ms step_avg:726.69ms
step:2900/40500 train_loss:1.8714 aux_loss:0.0044 train_time:2100128ms step_avg:726.69ms
step:2901/40500 train_loss:1.8908 aux_loss:0.0040 train_time:2100847ms step_avg:726.69ms
step:2902/40500 train_loss:1.9015 aux_loss:0.0041 train_time:2101567ms step_avg:726.68ms
step:2903/40500 train_loss:1.8817 aux_loss:0.0043 train_time:2102290ms step_avg:726.68ms
step:2904/40500 train_loss:1.8706 aux_loss:0.0044 train_time:2103012ms step_avg:726.68ms
step:2905/40500 train_loss:1.8845 aux_loss:0.0038 train_time:2103732ms step_avg:726.68ms
step:2906/40500 train_loss:1.8804 aux_loss:0.0045 train_time:2104453ms step_avg:726.68ms
step:2907/40500 train_loss:1.8741 aux_loss:0.0045 train_time:2105174ms step_avg:726.67ms
step:2908/40500 train_loss:1.8132 aux_loss:0.0039 train_time:2105892ms step_avg:726.67ms
step:2909/40500 train_loss:1.8868 aux_loss:0.0042 train_time:2106612ms step_avg:726.67ms
step:2910/40500 train_loss:1.8565 aux_loss:0.0045 train_time:2107334ms step_avg:726.67ms
step:2911/40500 train_loss:1.8512 aux_loss:0.0041 train_time:2108056ms step_avg:726.67ms
step:2912/40500 train_loss:1.8493 aux_loss:0.0041 train_time:2108778ms step_avg:726.66ms
step:2913/40500 train_loss:1.9636 aux_loss:0.0044 train_time:2109499ms step_avg:726.66ms
step:2914/40500 train_loss:1.9808 aux_loss:0.0040 train_time:2110220ms step_avg:726.66ms
step:2915/40500 train_loss:1.8823 aux_loss:0.0040 train_time:2110942ms step_avg:726.66ms
step:2916/40500 train_loss:1.8947 aux_loss:0.0045 train_time:2111663ms step_avg:726.66ms
step:2917/40500 train_loss:1.8330 aux_loss:0.0042 train_time:2112383ms step_avg:726.65ms
step:2918/40500 train_loss:1.8800 aux_loss:0.0039 train_time:2113104ms step_avg:726.65ms
step:2919/40500 train_loss:1.8087 aux_loss:0.0044 train_time:2113824ms step_avg:726.65ms
step:2920/40500 train_loss:1.8515 aux_loss:0.0047 train_time:2114544ms step_avg:726.65ms
step:2921/40500 train_loss:1.8951 aux_loss:0.0042 train_time:2115264ms step_avg:726.65ms
step:2922/40500 train_loss:1.9167 aux_loss:0.0040 train_time:2115984ms step_avg:726.64ms
step:2923/40500 train_loss:1.8715 aux_loss:0.0044 train_time:2116703ms step_avg:726.64ms
step:2924/40500 train_loss:1.8713 aux_loss:0.0044 train_time:2117423ms step_avg:726.64ms
step:2925/40500 train_loss:1.9658 aux_loss:0.0041 train_time:2118143ms step_avg:726.64ms
step:2926/40500 train_loss:1.9585 aux_loss:0.0041 train_time:2118862ms step_avg:726.63ms
step:2927/40500 train_loss:1.9152 aux_loss:0.0044 train_time:2119582ms step_avg:726.63ms
step:2928/40500 train_loss:1.8818 aux_loss:0.0044 train_time:2120302ms step_avg:726.63ms
step:2929/40500 train_loss:1.9196 aux_loss:0.0039 train_time:2121022ms step_avg:726.63ms
step:2930/40500 train_loss:1.8958 aux_loss:0.0041 train_time:2121743ms step_avg:726.62ms
step:2931/40500 train_loss:1.9062 aux_loss:0.0040 train_time:2122463ms step_avg:726.62ms
step:2932/40500 train_loss:1.8802 aux_loss:0.0052 train_time:2123182ms step_avg:726.62ms
step:2933/40500 train_loss:1.9688 aux_loss:0.0043 train_time:2123902ms step_avg:726.62ms
step:2934/40500 train_loss:1.8897 aux_loss:0.0042 train_time:2124622ms step_avg:726.62ms
step:2935/40500 train_loss:1.8617 aux_loss:0.0040 train_time:2125340ms step_avg:726.61ms
step:2936/40500 train_loss:1.8473 aux_loss:0.0041 train_time:2126060ms step_avg:726.61ms
step:2937/40500 train_loss:1.8182 aux_loss:0.0042 train_time:2126781ms step_avg:726.61ms
step:2938/40500 train_loss:1.9625 aux_loss:0.0043 train_time:2127500ms step_avg:726.61ms
step:2939/40500 train_loss:1.8649 aux_loss:0.0039 train_time:2128220ms step_avg:726.60ms
step:2940/40500 train_loss:1.8363 aux_loss:0.0044 train_time:2128940ms step_avg:726.60ms
step:2941/40500 train_loss:1.9146 aux_loss:0.0044 train_time:2129661ms step_avg:726.60ms
step:2942/40500 train_loss:1.9531 aux_loss:0.0040 train_time:2130381ms step_avg:726.60ms
step:2943/40500 train_loss:1.9766 aux_loss:0.0039 train_time:2131101ms step_avg:726.59ms
step:2944/40500 train_loss:1.8998 aux_loss:0.0043 train_time:2131821ms step_avg:726.59ms
step:2945/40500 train_loss:1.9595 aux_loss:0.0043 train_time:2132543ms step_avg:726.59ms
step:2946/40500 train_loss:1.8952 aux_loss:0.0041 train_time:2133264ms step_avg:726.59ms
step:2947/40500 train_loss:1.9316 aux_loss:0.0038 train_time:2133984ms step_avg:726.59ms
step:2948/40500 train_loss:1.9302 aux_loss:0.0041 train_time:2134705ms step_avg:726.58ms
step:2949/40500 train_loss:1.8153 aux_loss:0.0040 train_time:2135427ms step_avg:726.58ms
step:2950/40500 train_loss:1.8173 aux_loss:0.0039 train_time:2136148ms step_avg:726.58ms
step:2951/40500 train_loss:1.9125 aux_loss:0.0043 train_time:2136868ms step_avg:726.58ms
step:2952/40500 train_loss:1.8198 aux_loss:0.0042 train_time:2137592ms step_avg:726.58ms
step:2953/40500 train_loss:1.9077 aux_loss:0.0041 train_time:2138313ms step_avg:726.58ms
step:2954/40500 train_loss:1.8957 aux_loss:0.0043 train_time:2139034ms step_avg:726.57ms
step:2955/40500 train_loss:1.9688 aux_loss:0.0041 train_time:2139754ms step_avg:726.57ms
step:2956/40500 train_loss:1.8822 aux_loss:0.0041 train_time:2140475ms step_avg:726.57ms
step:2957/40500 train_loss:1.9378 aux_loss:0.0041 train_time:2141195ms step_avg:726.57ms
step:2958/40500 train_loss:1.8563 aux_loss:0.0042 train_time:2141916ms step_avg:726.57ms
step:2959/40500 train_loss:1.8932 aux_loss:0.0039 train_time:2142635ms step_avg:726.56ms
step:2960/40500 train_loss:1.8737 aux_loss:0.0040 train_time:2143354ms step_avg:726.56ms
step:2961/40500 train_loss:1.8980 aux_loss:0.0041 train_time:2144072ms step_avg:726.56ms
step:2962/40500 train_loss:1.9628 aux_loss:0.0040 train_time:2144793ms step_avg:726.56ms
step:2963/40500 train_loss:1.9084 aux_loss:0.0042 train_time:2145514ms step_avg:726.55ms
step:2964/40500 train_loss:1.8512 aux_loss:0.0045 train_time:2146235ms step_avg:726.55ms
step:2965/40500 train_loss:1.9033 aux_loss:0.0039 train_time:2146956ms step_avg:726.55ms
step:2966/40500 train_loss:1.9146 aux_loss:0.0043 train_time:2147674ms step_avg:726.55ms
step:2967/40500 train_loss:1.9225 aux_loss:0.0046 train_time:2148393ms step_avg:726.54ms
step:2968/40500 train_loss:1.9391 aux_loss:0.0049 train_time:2149112ms step_avg:726.54ms
step:2969/40500 train_loss:1.9286 aux_loss:0.0038 train_time:2149833ms step_avg:726.54ms
step:2970/40500 train_loss:1.9622 aux_loss:0.0042 train_time:2150553ms step_avg:726.54ms
step:2971/40500 train_loss:1.8368 aux_loss:0.0041 train_time:2151276ms step_avg:726.54ms
step:2972/40500 train_loss:1.8814 aux_loss:0.0040 train_time:2151997ms step_avg:726.54ms
step:2973/40500 train_loss:1.9218 aux_loss:0.0040 train_time:2152717ms step_avg:726.53ms
step:2974/40500 train_loss:1.8919 aux_loss:0.0039 train_time:2153438ms step_avg:726.53ms
step:2975/40500 train_loss:1.8816 aux_loss:0.0041 train_time:2154158ms step_avg:726.53ms
step:2976/40500 train_loss:1.8428 aux_loss:0.0041 train_time:2154878ms step_avg:726.53ms
step:2977/40500 train_loss:1.8918 aux_loss:0.0040 train_time:2155599ms step_avg:726.52ms
step:2978/40500 train_loss:1.9132 aux_loss:0.0044 train_time:2156321ms step_avg:726.52ms
step:2979/40500 train_loss:1.9245 aux_loss:0.0044 train_time:2157045ms step_avg:726.52ms
step:2980/40500 train_loss:1.9353 aux_loss:0.0039 train_time:2157769ms step_avg:726.52ms
step:2981/40500 train_loss:2.0131 aux_loss:0.0044 train_time:2158491ms step_avg:726.52ms
step:2982/40500 train_loss:1.8526 aux_loss:0.0042 train_time:2159209ms step_avg:726.52ms
step:2983/40500 train_loss:1.8517 aux_loss:0.0042 train_time:2159930ms step_avg:726.52ms
step:2984/40500 train_loss:1.8611 aux_loss:0.0042 train_time:2160650ms step_avg:726.51ms
step:2985/40500 train_loss:1.8725 aux_loss:0.0044 train_time:2161369ms step_avg:726.51ms
step:2986/40500 train_loss:1.8887 aux_loss:0.0041 train_time:2162090ms step_avg:726.51ms
step:2987/40500 train_loss:1.8731 aux_loss:0.0043 train_time:2162808ms step_avg:726.51ms
step:2988/40500 train_loss:1.9138 aux_loss:0.0043 train_time:2163528ms step_avg:726.50ms
step:2989/40500 train_loss:1.8960 aux_loss:0.0040 train_time:2164249ms step_avg:726.50ms
step:2990/40500 train_loss:1.9063 aux_loss:0.0044 train_time:2164969ms step_avg:726.50ms
step:2991/40500 train_loss:1.8724 aux_loss:0.0042 train_time:2165691ms step_avg:726.50ms
step:2992/40500 train_loss:1.9062 aux_loss:0.0044 train_time:2166411ms step_avg:726.50ms
step:2993/40500 train_loss:1.9060 aux_loss:0.0044 train_time:2167128ms step_avg:726.49ms
step:2994/40500 train_loss:1.8360 aux_loss:0.0041 train_time:2167849ms step_avg:726.49ms
step:2995/40500 train_loss:1.9286 aux_loss:0.0039 train_time:2168569ms step_avg:726.49ms
step:2996/40500 train_loss:1.8919 aux_loss:0.0042 train_time:2169289ms step_avg:726.49ms
step:2997/40500 train_loss:1.8665 aux_loss:0.0044 train_time:2170009ms step_avg:726.48ms
step:2998/40500 train_loss:1.9335 aux_loss:0.0040 train_time:2170730ms step_avg:726.48ms
step:2999/40500 train_loss:1.9083 aux_loss:0.0042 train_time:2171450ms step_avg:726.48ms
step:3000/40500 train_loss:1.8830 aux_loss:0.0042 train_time:2172169ms step_avg:726.48ms
step:3001/40500 train_loss:1.9079 aux_loss:0.0040 train_time:2172892ms step_avg:726.48ms
step:3002/40500 train_loss:1.8853 aux_loss:0.0044 train_time:2173611ms step_avg:726.47ms
step:3003/40500 train_loss:1.8775 aux_loss:0.0043 train_time:2174331ms step_avg:726.47ms
step:3004/40500 train_loss:1.9007 aux_loss:0.0037 train_time:2175053ms step_avg:726.47ms
step:3005/40500 train_loss:1.9262 aux_loss:0.0039 train_time:2175774ms step_avg:726.47ms
step:3006/40500 train_loss:1.8860 aux_loss:0.0046 train_time:2176495ms step_avg:726.47ms
step:3007/40500 train_loss:1.9351 aux_loss:0.0041 train_time:2177215ms step_avg:726.46ms
step:3008/40500 train_loss:1.8679 aux_loss:0.0040 train_time:2177938ms step_avg:726.46ms
step:3009/40500 train_loss:1.9398 aux_loss:0.0043 train_time:2178659ms step_avg:726.46ms
step:3010/40500 train_loss:1.8744 aux_loss:0.0042 train_time:2179380ms step_avg:726.46ms
step:3011/40500 train_loss:1.8979 aux_loss:0.0039 train_time:2180101ms step_avg:726.46ms
step:3012/40500 train_loss:1.8680 aux_loss:0.0039 train_time:2180821ms step_avg:726.46ms
step:3013/40500 train_loss:1.9234 aux_loss:0.0042 train_time:2181542ms step_avg:726.45ms
step:3014/40500 train_loss:1.9546 aux_loss:0.0041 train_time:2182262ms step_avg:726.45ms
step:3015/40500 train_loss:1.9088 aux_loss:0.0040 train_time:2182983ms step_avg:726.45ms
step:3016/40500 train_loss:1.8995 aux_loss:0.0041 train_time:2183702ms step_avg:726.45ms
step:3017/40500 train_loss:1.9095 aux_loss:0.0040 train_time:2184422ms step_avg:726.45ms
step:3018/40500 train_loss:1.8574 aux_loss:0.0040 train_time:2185142ms step_avg:726.44ms
step:3019/40500 train_loss:1.8978 aux_loss:0.0042 train_time:2185862ms step_avg:726.44ms
step:3020/40500 train_loss:1.8927 aux_loss:0.0040 train_time:2186582ms step_avg:726.44ms
step:3021/40500 train_loss:1.8747 aux_loss:0.0042 train_time:2187301ms step_avg:726.44ms
step:3022/40500 train_loss:1.8879 aux_loss:0.0043 train_time:2188022ms step_avg:726.43ms
step:3023/40500 train_loss:1.8937 aux_loss:0.0037 train_time:2188742ms step_avg:726.43ms
step:3024/40500 train_loss:1.8642 aux_loss:0.0045 train_time:2189461ms step_avg:726.43ms
step:3025/40500 train_loss:1.9115 aux_loss:0.0041 train_time:2190184ms step_avg:726.43ms
step:3026/40500 train_loss:1.8949 aux_loss:0.0037 train_time:2190902ms step_avg:726.43ms
step:3027/40500 train_loss:1.8674 aux_loss:0.0040 train_time:2191621ms step_avg:726.42ms
step:3028/40500 train_loss:1.8449 aux_loss:0.0040 train_time:2192341ms step_avg:726.42ms
step:3029/40500 train_loss:1.8934 aux_loss:0.0038 train_time:2193059ms step_avg:726.42ms
step:3030/40500 train_loss:1.8796 aux_loss:0.0040 train_time:2193778ms step_avg:726.42ms
step:3031/40500 train_loss:1.8903 aux_loss:0.0041 train_time:2194499ms step_avg:726.41ms
step:3032/40500 train_loss:1.8836 aux_loss:0.0040 train_time:2195219ms step_avg:726.41ms
step:3033/40500 train_loss:1.9126 aux_loss:0.0041 train_time:2195939ms step_avg:726.41ms
step:3034/40500 train_loss:1.8707 aux_loss:0.0042 train_time:2196659ms step_avg:726.41ms
step:3035/40500 train_loss:1.9066 aux_loss:0.0040 train_time:2197378ms step_avg:726.41ms
step:3036/40500 train_loss:1.7921 aux_loss:0.0041 train_time:2198097ms step_avg:726.40ms
step:3037/40500 train_loss:1.8903 aux_loss:0.0043 train_time:2198818ms step_avg:726.40ms
step:3038/40500 train_loss:1.8898 aux_loss:0.0041 train_time:2199539ms step_avg:726.40ms
step:3039/40500 train_loss:1.8888 aux_loss:0.0042 train_time:2200258ms step_avg:726.40ms
step:3040/40500 train_loss:1.9041 aux_loss:0.0040 train_time:2200978ms step_avg:726.40ms
step:3041/40500 train_loss:1.8863 aux_loss:0.0040 train_time:2201698ms step_avg:726.39ms
step:3042/40500 train_loss:1.8613 aux_loss:0.0041 train_time:2202417ms step_avg:726.39ms
step:3043/40500 train_loss:1.8518 aux_loss:0.0037 train_time:2203138ms step_avg:726.39ms
step:3044/40500 train_loss:1.9624 aux_loss:0.0039 train_time:2203857ms step_avg:726.39ms
step:3045/40500 train_loss:1.8841 aux_loss:0.0042 train_time:2204577ms step_avg:726.38ms
step:3046/40500 train_loss:1.9072 aux_loss:0.0039 train_time:2205297ms step_avg:726.38ms
step:3047/40500 train_loss:1.8887 aux_loss:0.0042 train_time:2206017ms step_avg:726.38ms
step:3048/40500 train_loss:1.9164 aux_loss:0.0039 train_time:2206737ms step_avg:726.38ms
step:3049/40500 train_loss:1.8993 aux_loss:0.0038 train_time:2207458ms step_avg:726.38ms
step:3050/40500 train_loss:1.9153 aux_loss:0.0042 train_time:2208177ms step_avg:726.37ms
step:3051/40500 train_loss:1.8943 aux_loss:0.0038 train_time:2208897ms step_avg:726.37ms
step:3052/40500 train_loss:1.8328 aux_loss:0.0041 train_time:2209617ms step_avg:726.37ms
step:3053/40500 train_loss:1.9783 aux_loss:0.0043 train_time:2210339ms step_avg:726.37ms
step:3054/40500 train_loss:1.8760 aux_loss:0.0041 train_time:2211058ms step_avg:726.37ms
step:3055/40500 train_loss:1.9021 aux_loss:0.0040 train_time:2211776ms step_avg:726.36ms
step:3056/40500 train_loss:1.8613 aux_loss:0.0043 train_time:2212497ms step_avg:726.36ms
step:3057/40500 train_loss:1.8676 aux_loss:0.0042 train_time:2213214ms step_avg:726.36ms
step:3058/40500 train_loss:1.8770 aux_loss:0.0041 train_time:2213935ms step_avg:726.36ms
step:3059/40500 train_loss:1.9127 aux_loss:0.0040 train_time:2214654ms step_avg:726.35ms
step:3060/40500 train_loss:1.8533 aux_loss:0.0042 train_time:2215374ms step_avg:726.35ms
step:3061/40500 train_loss:1.9070 aux_loss:0.0038 train_time:2216095ms step_avg:726.35ms
step:3062/40500 train_loss:1.9243 aux_loss:0.0042 train_time:2216814ms step_avg:726.35ms
step:3063/40500 train_loss:1.9194 aux_loss:0.0039 train_time:2217534ms step_avg:726.35ms
step:3064/40500 train_loss:1.8884 aux_loss:0.0039 train_time:2218251ms step_avg:726.34ms
step:3065/40500 train_loss:1.9077 aux_loss:0.0042 train_time:2218972ms step_avg:726.34ms
step:3066/40500 train_loss:1.8493 aux_loss:0.0040 train_time:2219693ms step_avg:726.34ms
step:3067/40500 train_loss:1.9058 aux_loss:0.0041 train_time:2220412ms step_avg:726.34ms
step:3068/40500 train_loss:1.8920 aux_loss:0.0045 train_time:2221132ms step_avg:726.33ms
step:3069/40500 train_loss:1.9701 aux_loss:0.0036 train_time:2221852ms step_avg:726.33ms
step:3070/40500 train_loss:1.9036 aux_loss:0.0040 train_time:2222572ms step_avg:726.33ms
step:3071/40500 train_loss:1.8870 aux_loss:0.0043 train_time:2223290ms step_avg:726.33ms
step:3072/40500 train_loss:1.8947 aux_loss:0.0042 train_time:2224009ms step_avg:726.33ms
step:3073/40500 train_loss:1.9347 aux_loss:0.0042 train_time:2224731ms step_avg:726.32ms
step:3074/40500 train_loss:1.8381 aux_loss:0.0042 train_time:2225451ms step_avg:726.32ms
step:3075/40500 train_loss:1.9085 aux_loss:0.0039 train_time:2226171ms step_avg:726.32ms
step:3076/40500 train_loss:1.8522 aux_loss:0.0042 train_time:2226891ms step_avg:726.32ms
step:3077/40500 train_loss:1.8546 aux_loss:0.0039 train_time:2227610ms step_avg:726.32ms
step:3078/40500 train_loss:1.8727 aux_loss:0.0040 train_time:2228331ms step_avg:726.31ms
step:3079/40500 train_loss:1.8684 aux_loss:0.0045 train_time:2229052ms step_avg:726.31ms
step:3080/40500 train_loss:1.8791 aux_loss:0.0040 train_time:2229772ms step_avg:726.31ms
step:3081/40500 train_loss:1.8292 aux_loss:0.0041 train_time:2230491ms step_avg:726.31ms
step:3082/40500 train_loss:1.8910 aux_loss:0.0039 train_time:2231211ms step_avg:726.31ms
step:3083/40500 train_loss:1.8500 aux_loss:0.0040 train_time:2231931ms step_avg:726.30ms
step:3084/40500 train_loss:1.8868 aux_loss:0.0043 train_time:2232649ms step_avg:726.30ms
step:3085/40500 train_loss:1.9383 aux_loss:0.0037 train_time:2233368ms step_avg:726.30ms
step:3086/40500 train_loss:1.8703 aux_loss:0.0038 train_time:2234089ms step_avg:726.30ms
step:3087/40500 train_loss:1.8993 aux_loss:0.0040 train_time:2234809ms step_avg:726.29ms
step:3088/40500 train_loss:1.8994 aux_loss:0.0039 train_time:2235531ms step_avg:726.29ms
step:3089/40500 train_loss:1.9215 aux_loss:0.0039 train_time:2236252ms step_avg:726.29ms
step:3090/40500 train_loss:1.8571 aux_loss:0.0042 train_time:2236969ms step_avg:726.29ms
step:3091/40500 train_loss:1.9128 aux_loss:0.0046 train_time:2237688ms step_avg:726.29ms
step:3092/40500 train_loss:1.8855 aux_loss:0.0035 train_time:2238407ms step_avg:726.28ms
step:3093/40500 train_loss:1.8809 aux_loss:0.0041 train_time:2239128ms step_avg:726.28ms
step:3094/40500 train_loss:1.9180 aux_loss:0.0041 train_time:2239846ms step_avg:726.28ms
step:3095/40500 train_loss:1.8479 aux_loss:0.0041 train_time:2240569ms step_avg:726.28ms
step:3096/40500 train_loss:1.8236 aux_loss:0.0041 train_time:2241288ms step_avg:726.28ms
step:3097/40500 train_loss:1.8662 aux_loss:0.0038 train_time:2242005ms step_avg:726.27ms
step:3098/40500 train_loss:1.9263 aux_loss:0.0043 train_time:2242725ms step_avg:726.27ms
step:3099/40500 train_loss:1.9145 aux_loss:0.0039 train_time:2243446ms step_avg:726.27ms
step:3100/40500 train_loss:1.9237 aux_loss:0.0043 train_time:2244164ms step_avg:726.27ms
step:3101/40500 train_loss:1.9211 aux_loss:0.0041 train_time:2244884ms step_avg:726.26ms
step:3102/40500 train_loss:1.8811 aux_loss:0.0038 train_time:2245604ms step_avg:726.26ms
step:3103/40500 train_loss:1.8635 aux_loss:0.0040 train_time:2246324ms step_avg:726.26ms
step:3104/40500 train_loss:1.8514 aux_loss:0.0041 train_time:2247046ms step_avg:726.26ms
step:3105/40500 train_loss:1.9054 aux_loss:0.0034 train_time:2247765ms step_avg:726.26ms
step:3106/40500 train_loss:1.9032 aux_loss:0.0042 train_time:2248487ms step_avg:726.26ms
step:3107/40500 train_loss:1.8212 aux_loss:0.0044 train_time:2249207ms step_avg:726.25ms
step:3108/40500 train_loss:1.8589 aux_loss:0.0040 train_time:2249927ms step_avg:726.25ms
step:3109/40500 train_loss:1.9085 aux_loss:0.0041 train_time:2250649ms step_avg:726.25ms
step:3110/40500 train_loss:1.8333 aux_loss:0.0042 train_time:2251370ms step_avg:726.25ms
step:3111/40500 train_loss:1.9158 aux_loss:0.0039 train_time:2252090ms step_avg:726.25ms
step:3112/40500 train_loss:1.8682 aux_loss:0.0038 train_time:2252811ms step_avg:726.24ms
step:3113/40500 train_loss:1.9251 aux_loss:0.0042 train_time:2253532ms step_avg:726.24ms
step:3114/40500 train_loss:1.8893 aux_loss:0.0040 train_time:2254253ms step_avg:726.24ms
step:3115/40500 train_loss:1.8290 aux_loss:0.0036 train_time:2254975ms step_avg:726.24ms
step:3116/40500 train_loss:1.9271 aux_loss:0.0041 train_time:2255698ms step_avg:726.24ms
step:3117/40500 train_loss:1.8381 aux_loss:0.0041 train_time:2256421ms step_avg:726.24ms
step:3118/40500 train_loss:1.8728 aux_loss:0.0039 train_time:2257142ms step_avg:726.24ms
step:3119/40500 train_loss:1.9767 aux_loss:0.0040 train_time:2257862ms step_avg:726.23ms
step:3120/40500 train_loss:1.8328 aux_loss:0.0046 train_time:2258582ms step_avg:726.23ms
step:3121/40500 train_loss:1.8845 aux_loss:0.0039 train_time:2259302ms step_avg:726.23ms
step:3122/40500 train_loss:1.9340 aux_loss:0.0039 train_time:2260022ms step_avg:726.23ms
step:3123/40500 train_loss:1.8999 aux_loss:0.0038 train_time:2260743ms step_avg:726.23ms
step:3124/40500 train_loss:1.9003 aux_loss:0.0041 train_time:2261462ms step_avg:726.22ms
step:3125/40500 train_loss:1.7999 aux_loss:0.0038 train_time:2262181ms step_avg:726.22ms
step:3126/40500 train_loss:1.8719 aux_loss:0.0038 train_time:2262902ms step_avg:726.22ms
step:3127/40500 train_loss:1.9203 aux_loss:0.0040 train_time:2263621ms step_avg:726.22ms
step:3128/40500 train_loss:1.8812 aux_loss:0.0040 train_time:2264341ms step_avg:726.22ms
step:3129/40500 train_loss:1.8317 aux_loss:0.0042 train_time:2265060ms step_avg:726.21ms
step:3130/40500 train_loss:1.9114 aux_loss:0.0040 train_time:2265781ms step_avg:726.21ms
step:3131/40500 train_loss:1.8468 aux_loss:0.0039 train_time:2266500ms step_avg:726.21ms
step:3132/40500 train_loss:1.8231 aux_loss:0.0042 train_time:2267220ms step_avg:726.21ms
step:3133/40500 train_loss:1.8797 aux_loss:0.0042 train_time:2267942ms step_avg:726.21ms
step:3134/40500 train_loss:1.8886 aux_loss:0.0040 train_time:2268662ms step_avg:726.20ms
step:3135/40500 train_loss:1.8663 aux_loss:0.0037 train_time:2269382ms step_avg:726.20ms
step:3136/40500 train_loss:1.8528 aux_loss:0.0042 train_time:2270102ms step_avg:726.20ms
step:3137/40500 train_loss:1.8736 aux_loss:0.0039 train_time:2270823ms step_avg:726.20ms
step:3138/40500 train_loss:1.9657 aux_loss:0.0041 train_time:2271544ms step_avg:726.20ms
step:3139/40500 train_loss:1.8396 aux_loss:0.0039 train_time:2272265ms step_avg:726.20ms
step:3140/40500 train_loss:1.8946 aux_loss:0.0038 train_time:2272987ms step_avg:726.19ms
step:3141/40500 train_loss:1.8740 aux_loss:0.0039 train_time:2273710ms step_avg:726.19ms
step:3142/40500 train_loss:1.8748 aux_loss:0.0040 train_time:2274433ms step_avg:726.19ms
step:3143/40500 train_loss:1.9190 aux_loss:0.0038 train_time:2275155ms step_avg:726.19ms
step:3144/40500 train_loss:1.8943 aux_loss:0.0041 train_time:2275877ms step_avg:726.19ms
step:3145/40500 train_loss:1.8878 aux_loss:0.0037 train_time:2276598ms step_avg:726.19ms
step:3146/40500 train_loss:1.8462 aux_loss:0.0043 train_time:2277317ms step_avg:726.19ms
step:3147/40500 train_loss:1.9133 aux_loss:0.0041 train_time:2278038ms step_avg:726.18ms
step:3148/40500 train_loss:1.8530 aux_loss:0.0039 train_time:2278759ms step_avg:726.18ms
step:3149/40500 train_loss:1.8724 aux_loss:0.0043 train_time:2279479ms step_avg:726.18ms
step:3150/40500 train_loss:1.9045 aux_loss:0.0036 train_time:2280199ms step_avg:726.18ms
step:3151/40500 train_loss:1.8516 aux_loss:0.0038 train_time:2280919ms step_avg:726.18ms
step:3152/40500 train_loss:1.8904 aux_loss:0.0041 train_time:2281641ms step_avg:726.17ms
step:3153/40500 train_loss:1.8845 aux_loss:0.0037 train_time:2282360ms step_avg:726.17ms
step:3154/40500 train_loss:1.8885 aux_loss:0.0040 train_time:2283082ms step_avg:726.17ms
step:3155/40500 train_loss:1.8893 aux_loss:0.0040 train_time:2283804ms step_avg:726.17ms
step:3156/40500 train_loss:1.8861 aux_loss:0.0040 train_time:2284524ms step_avg:726.17ms
step:3157/40500 train_loss:1.8971 aux_loss:0.0042 train_time:2285246ms step_avg:726.17ms
step:3158/40500 train_loss:1.8024 aux_loss:0.0040 train_time:2285970ms step_avg:726.17ms
step:3159/40500 train_loss:1.9006 aux_loss:0.0040 train_time:2286693ms step_avg:726.16ms
step:3160/40500 train_loss:1.9071 aux_loss:0.0040 train_time:2287412ms step_avg:726.16ms
step:3161/40500 train_loss:1.8837 aux_loss:0.0038 train_time:2288133ms step_avg:726.16ms
step:3162/40500 train_loss:1.8574 aux_loss:0.0038 train_time:2288855ms step_avg:726.16ms
step:3163/40500 train_loss:1.9037 aux_loss:0.0039 train_time:2289575ms step_avg:726.16ms
step:3164/40500 train_loss:1.8172 aux_loss:0.0038 train_time:2290294ms step_avg:726.16ms
step:3165/40500 train_loss:1.8993 aux_loss:0.0039 train_time:2291014ms step_avg:726.15ms
step:3166/40500 train_loss:1.8540 aux_loss:0.0041 train_time:2291734ms step_avg:726.15ms
step:3167/40500 train_loss:1.8609 aux_loss:0.0036 train_time:2292454ms step_avg:726.15ms
step:3168/40500 train_loss:1.9274 aux_loss:0.0040 train_time:2293174ms step_avg:726.15ms
step:3169/40500 train_loss:1.8669 aux_loss:0.0041 train_time:2293896ms step_avg:726.15ms
step:3170/40500 train_loss:1.9464 aux_loss:0.0038 train_time:2294616ms step_avg:726.14ms
step:3171/40500 train_loss:1.9180 aux_loss:0.0042 train_time:2295337ms step_avg:726.14ms
step:3172/40500 train_loss:1.9133 aux_loss:0.0043 train_time:2296060ms step_avg:726.14ms
step:3173/40500 train_loss:1.9198 aux_loss:0.0038 train_time:2296781ms step_avg:726.14ms
step:3174/40500 train_loss:1.8815 aux_loss:0.0039 train_time:2297503ms step_avg:726.14ms
step:3175/40500 train_loss:1.8982 aux_loss:0.0042 train_time:2298230ms step_avg:726.14ms
step:3176/40500 train_loss:1.9119 aux_loss:0.0039 train_time:2298950ms step_avg:726.14ms
step:3177/40500 train_loss:1.8699 aux_loss:0.0038 train_time:2299677ms step_avg:726.14ms
step:3178/40500 train_loss:1.9071 aux_loss:0.0040 train_time:2300410ms step_avg:726.14ms
step:3179/40500 train_loss:1.8912 aux_loss:0.0039 train_time:2301137ms step_avg:726.14ms
step:3180/40500 train_loss:1.9482 aux_loss:0.0036 train_time:2301868ms step_avg:726.14ms
step:3181/40500 train_loss:1.8831 aux_loss:0.0042 train_time:2302591ms step_avg:726.14ms
step:3182/40500 train_loss:1.8688 aux_loss:0.0041 train_time:2303311ms step_avg:726.14ms
step:3183/40500 train_loss:1.8588 aux_loss:0.0038 train_time:2304030ms step_avg:726.14ms
step:3184/40500 train_loss:1.8759 aux_loss:0.0042 train_time:2304749ms step_avg:726.13ms
step:3185/40500 train_loss:1.9041 aux_loss:0.0044 train_time:2305468ms step_avg:726.13ms
step:3186/40500 train_loss:1.8745 aux_loss:0.0038 train_time:2306188ms step_avg:726.13ms
step:3187/40500 train_loss:1.8997 aux_loss:0.0038 train_time:2306909ms step_avg:726.13ms
step:3188/40500 train_loss:1.8643 aux_loss:0.0042 train_time:2307629ms step_avg:726.13ms
step:3189/40500 train_loss:1.8363 aux_loss:0.0041 train_time:2308352ms step_avg:726.13ms
step:3190/40500 train_loss:1.8488 aux_loss:0.0038 train_time:2309072ms step_avg:726.12ms
step:3191/40500 train_loss:1.8810 aux_loss:0.0039 train_time:2309796ms step_avg:726.12ms
step:3192/40500 train_loss:1.8353 aux_loss:0.0044 train_time:2310516ms step_avg:726.12ms
step:3193/40500 train_loss:1.8709 aux_loss:0.0037 train_time:2311239ms step_avg:726.12ms
step:3194/40500 train_loss:1.8303 aux_loss:0.0038 train_time:2311964ms step_avg:726.12ms
step:3195/40500 train_loss:1.9128 aux_loss:0.0039 train_time:2312688ms step_avg:726.12ms
step:3196/40500 train_loss:1.8346 aux_loss:0.0042 train_time:2313407ms step_avg:726.12ms
step:3197/40500 train_loss:1.8532 aux_loss:0.0037 train_time:2314128ms step_avg:726.11ms
step:3198/40500 train_loss:1.9350 aux_loss:0.0037 train_time:2314848ms step_avg:726.11ms
step:3199/40500 train_loss:1.8762 aux_loss:0.0042 train_time:2315567ms step_avg:726.11ms
step:3200/40500 train_loss:1.9370 aux_loss:0.0039 train_time:2316288ms step_avg:726.11ms
step:3201/40500 train_loss:1.8981 aux_loss:0.0037 train_time:2317010ms step_avg:726.11ms
step:3202/40500 train_loss:1.8338 aux_loss:0.0040 train_time:2317728ms step_avg:726.11ms
step:3203/40500 train_loss:1.9053 aux_loss:0.0040 train_time:2318447ms step_avg:726.10ms
step:3204/40500 train_loss:1.8723 aux_loss:0.0040 train_time:2319168ms step_avg:726.10ms
step:3205/40500 train_loss:1.9049 aux_loss:0.0039 train_time:2319889ms step_avg:726.10ms
step:3206/40500 train_loss:1.8065 aux_loss:0.0041 train_time:2320608ms step_avg:726.10ms
step:3207/40500 train_loss:1.8969 aux_loss:0.0039 train_time:2321329ms step_avg:726.10ms
step:3208/40500 train_loss:1.8830 aux_loss:0.0038 train_time:2322048ms step_avg:726.09ms
step:3209/40500 train_loss:1.8405 aux_loss:0.0042 train_time:2322770ms step_avg:726.09ms
step:3210/40500 train_loss:1.8932 aux_loss:0.0039 train_time:2323492ms step_avg:726.09ms
step:3211/40500 train_loss:1.8542 aux_loss:0.0040 train_time:2324212ms step_avg:726.09ms
step:3212/40500 train_loss:1.8612 aux_loss:0.0041 train_time:2324937ms step_avg:726.09ms
step:3213/40500 train_loss:1.9127 aux_loss:0.0040 train_time:2325658ms step_avg:726.09ms
step:3214/40500 train_loss:1.9269 aux_loss:0.0041 train_time:2326377ms step_avg:726.09ms
step:3215/40500 train_loss:1.9570 aux_loss:0.0038 train_time:2327098ms step_avg:726.08ms
step:3216/40500 train_loss:1.9079 aux_loss:0.0039 train_time:2327820ms step_avg:726.08ms
step:3217/40500 train_loss:1.8478 aux_loss:0.0040 train_time:2328542ms step_avg:726.08ms
step:3218/40500 train_loss:1.8485 aux_loss:0.0037 train_time:2329263ms step_avg:726.08ms
step:3219/40500 train_loss:1.8745 aux_loss:0.0040 train_time:2329984ms step_avg:726.08ms
step:3220/40500 train_loss:1.9078 aux_loss:0.0039 train_time:2330706ms step_avg:726.08ms
step:3221/40500 train_loss:1.8708 aux_loss:0.0036 train_time:2331427ms step_avg:726.08ms
step:3222/40500 train_loss:1.8502 aux_loss:0.0041 train_time:2332146ms step_avg:726.07ms
step:3223/40500 train_loss:1.8938 aux_loss:0.0043 train_time:2332866ms step_avg:726.07ms
step:3224/40500 train_loss:1.8286 aux_loss:0.0037 train_time:2333587ms step_avg:726.07ms
step:3225/40500 train_loss:1.8654 aux_loss:0.0041 train_time:2334307ms step_avg:726.07ms
step:3226/40500 train_loss:1.8785 aux_loss:0.0038 train_time:2335027ms step_avg:726.07ms
step:3227/40500 train_loss:1.8366 aux_loss:0.0039 train_time:2335748ms step_avg:726.06ms
step:3228/40500 train_loss:1.9097 aux_loss:0.0041 train_time:2336471ms step_avg:726.06ms
step:3229/40500 train_loss:1.8742 aux_loss:0.0041 train_time:2337194ms step_avg:726.06ms
step:3230/40500 train_loss:1.9148 aux_loss:0.0038 train_time:2337914ms step_avg:726.06ms
step:3231/40500 train_loss:1.8466 aux_loss:0.0043 train_time:2338633ms step_avg:726.06ms
step:3232/40500 train_loss:1.8506 aux_loss:0.0037 train_time:2339356ms step_avg:726.06ms
step:3233/40500 train_loss:1.8477 aux_loss:0.0037 train_time:2340077ms step_avg:726.06ms
step:3234/40500 train_loss:1.8354 aux_loss:0.0036 train_time:2340798ms step_avg:726.05ms
step:3235/40500 train_loss:1.8417 aux_loss:0.0037 train_time:2341520ms step_avg:726.05ms
step:3236/40500 train_loss:1.9038 aux_loss:0.0038 train_time:2342239ms step_avg:726.05ms
step:3237/40500 train_loss:1.8565 aux_loss:0.0038 train_time:2342960ms step_avg:726.05ms
step:3238/40500 train_loss:1.8992 aux_loss:0.0040 train_time:2343680ms step_avg:726.05ms
step:3239/40500 train_loss:1.8744 aux_loss:0.0038 train_time:2344401ms step_avg:726.05ms
step:3240/40500 train_loss:1.8670 aux_loss:0.0042 train_time:2345123ms step_avg:726.04ms
step:3241/40500 train_loss:1.8480 aux_loss:0.0039 train_time:2345843ms step_avg:726.04ms
step:3242/40500 train_loss:1.8837 aux_loss:0.0040 train_time:2346563ms step_avg:726.04ms
step:3243/40500 train_loss:1.8452 aux_loss:0.0037 train_time:2347288ms step_avg:726.04ms
step:3244/40500 train_loss:1.8344 aux_loss:0.0040 train_time:2348007ms step_avg:726.04ms
step:3245/40500 train_loss:1.8422 aux_loss:0.0038 train_time:2348727ms step_avg:726.04ms
step:3246/40500 train_loss:1.8484 aux_loss:0.0037 train_time:2349449ms step_avg:726.04ms
step:3247/40500 train_loss:1.8497 aux_loss:0.0041 train_time:2350171ms step_avg:726.03ms
step:3248/40500 train_loss:1.8381 aux_loss:0.0039 train_time:2350892ms step_avg:726.03ms
step:3249/40500 train_loss:1.9671 aux_loss:0.0037 train_time:2351613ms step_avg:726.03ms
step:3250/40500 train_loss:1.8590 aux_loss:0.0040 train_time:2352334ms step_avg:726.03ms
step:3251/40500 train_loss:1.8486 aux_loss:0.0038 train_time:2353055ms step_avg:726.03ms
step:3252/40500 train_loss:1.8301 aux_loss:0.0039 train_time:2353775ms step_avg:726.03ms
step:3253/40500 train_loss:1.8888 aux_loss:0.0035 train_time:2354494ms step_avg:726.02ms
step:3254/40500 train_loss:1.8930 aux_loss:0.0039 train_time:2355215ms step_avg:726.02ms
step:3255/40500 train_loss:1.9512 aux_loss:0.0039 train_time:2355936ms step_avg:726.02ms
step:3256/40500 train_loss:1.8892 aux_loss:0.0037 train_time:2356654ms step_avg:726.02ms
step:3257/40500 train_loss:1.8548 aux_loss:0.0037 train_time:2357373ms step_avg:726.02ms
step:3258/40500 train_loss:1.8961 aux_loss:0.0038 train_time:2358094ms step_avg:726.01ms
step:3259/40500 train_loss:1.8818 aux_loss:0.0040 train_time:2358813ms step_avg:726.01ms
step:3260/40500 train_loss:1.8231 aux_loss:0.0037 train_time:2359533ms step_avg:726.01ms
step:3261/40500 train_loss:1.8463 aux_loss:0.0040 train_time:2360254ms step_avg:726.01ms
step:3262/40500 train_loss:1.8917 aux_loss:0.0037 train_time:2360974ms step_avg:726.01ms
step:3263/40500 train_loss:1.9079 aux_loss:0.0036 train_time:2361694ms step_avg:726.00ms
step:3264/40500 train_loss:1.8291 aux_loss:0.0039 train_time:2362416ms step_avg:726.00ms
step:3265/40500 train_loss:1.8746 aux_loss:0.0041 train_time:2363133ms step_avg:726.00ms
step:3266/40500 train_loss:1.8829 aux_loss:0.0036 train_time:2363852ms step_avg:726.00ms
step:3267/40500 train_loss:1.8798 aux_loss:0.0040 train_time:2364573ms step_avg:726.00ms
step:3268/40500 train_loss:1.8072 aux_loss:0.0042 train_time:2365294ms step_avg:726.00ms
step:3269/40500 train_loss:1.8592 aux_loss:0.0045 train_time:2366015ms step_avg:725.99ms
step:3270/40500 train_loss:1.8625 aux_loss:0.0039 train_time:2366735ms step_avg:725.99ms
step:3271/40500 train_loss:1.8631 aux_loss:0.0037 train_time:2367456ms step_avg:725.99ms
step:3272/40500 train_loss:1.8792 aux_loss:0.0038 train_time:2368177ms step_avg:725.99ms
step:3273/40500 train_loss:1.8945 aux_loss:0.0038 train_time:2368897ms step_avg:725.99ms
step:3274/40500 train_loss:1.7950 aux_loss:0.0040 train_time:2369616ms step_avg:725.99ms
step:3275/40500 train_loss:1.8952 aux_loss:0.0041 train_time:2370336ms step_avg:725.98ms
step:3276/40500 train_loss:1.9296 aux_loss:0.0037 train_time:2371056ms step_avg:725.98ms
step:3277/40500 train_loss:1.8611 aux_loss:0.0036 train_time:2371776ms step_avg:725.98ms
step:3278/40500 train_loss:1.9369 aux_loss:0.0041 train_time:2372498ms step_avg:725.98ms
step:3279/40500 train_loss:1.8614 aux_loss:0.0038 train_time:2373216ms step_avg:725.98ms
step:3280/40500 train_loss:1.8673 aux_loss:0.0039 train_time:2373936ms step_avg:725.97ms
step:3281/40500 train_loss:1.9291 aux_loss:0.0039 train_time:2374659ms step_avg:725.97ms
step:3282/40500 train_loss:1.9154 aux_loss:0.0036 train_time:2375380ms step_avg:725.97ms
step:3283/40500 train_loss:1.8881 aux_loss:0.0040 train_time:2376102ms step_avg:725.97ms
step:3284/40500 train_loss:1.9369 aux_loss:0.0038 train_time:2376826ms step_avg:725.97ms
step:3285/40500 train_loss:1.8111 aux_loss:0.0038 train_time:2377546ms step_avg:725.97ms
step:3286/40500 train_loss:1.8456 aux_loss:0.0039 train_time:2378268ms step_avg:725.97ms
step:3287/40500 train_loss:1.8581 aux_loss:0.0047 train_time:2378987ms step_avg:725.97ms
step:3288/40500 train_loss:1.8803 aux_loss:0.0038 train_time:2379707ms step_avg:725.96ms
step:3289/40500 train_loss:1.8768 aux_loss:0.0038 train_time:2380428ms step_avg:725.96ms
step:3290/40500 train_loss:1.8911 aux_loss:0.0037 train_time:2381146ms step_avg:725.96ms
step:3291/40500 train_loss:1.8839 aux_loss:0.0037 train_time:2381867ms step_avg:725.96ms
step:3292/40500 train_loss:1.8762 aux_loss:0.0039 train_time:2382585ms step_avg:725.96ms
step:3293/40500 train_loss:1.8345 aux_loss:0.0039 train_time:2383304ms step_avg:725.95ms
step:3294/40500 train_loss:1.8745 aux_loss:0.0039 train_time:2384025ms step_avg:725.95ms
step:3295/40500 train_loss:1.9296 aux_loss:0.0036 train_time:2384745ms step_avg:725.95ms
step:3296/40500 train_loss:1.9640 aux_loss:0.0039 train_time:2385464ms step_avg:725.95ms
step:3297/40500 train_loss:1.9154 aux_loss:0.0040 train_time:2386185ms step_avg:725.95ms
step:3298/40500 train_loss:1.8771 aux_loss:0.0037 train_time:2386905ms step_avg:725.94ms
step:3299/40500 train_loss:1.8880 aux_loss:0.0035 train_time:2387626ms step_avg:725.94ms
step:3300/40500 train_loss:1.8653 aux_loss:0.0039 train_time:2388345ms step_avg:725.94ms
step:3301/40500 train_loss:1.8186 aux_loss:0.0039 train_time:2389067ms step_avg:725.94ms
step:3302/40500 train_loss:1.8690 aux_loss:0.0037 train_time:2389787ms step_avg:725.94ms
step:3303/40500 train_loss:1.7402 aux_loss:0.0039 train_time:2390504ms step_avg:725.94ms
step:3304/40500 train_loss:1.9175 aux_loss:0.0036 train_time:2391224ms step_avg:725.93ms
step:3305/40500 train_loss:1.8970 aux_loss:0.0037 train_time:2391944ms step_avg:725.93ms
step:3306/40500 train_loss:1.9191 aux_loss:0.0037 train_time:2392665ms step_avg:725.93ms
step:3307/40500 train_loss:1.8336 aux_loss:0.0038 train_time:2393384ms step_avg:725.93ms
step:3308/40500 train_loss:1.9070 aux_loss:0.0042 train_time:2394108ms step_avg:725.93ms
step:3309/40500 train_loss:1.8524 aux_loss:0.0039 train_time:2394829ms step_avg:725.93ms
step:3310/40500 train_loss:1.8696 aux_loss:0.0037 train_time:2395548ms step_avg:725.92ms
step:3311/40500 train_loss:1.9166 aux_loss:0.0039 train_time:2396270ms step_avg:725.92ms
step:3312/40500 train_loss:1.9544 aux_loss:0.0038 train_time:2396992ms step_avg:725.92ms
step:3313/40500 train_loss:1.9051 aux_loss:0.0035 train_time:2397709ms step_avg:725.92ms
step:3314/40500 train_loss:1.8584 aux_loss:0.0041 train_time:2398430ms step_avg:725.92ms
step:3315/40500 train_loss:1.8363 aux_loss:0.0041 train_time:2399149ms step_avg:725.91ms
step:3316/40500 train_loss:1.9331 aux_loss:0.0039 train_time:2399870ms step_avg:725.91ms
step:3317/40500 train_loss:1.8132 aux_loss:0.0039 train_time:2400590ms step_avg:725.91ms
step:3318/40500 train_loss:1.8578 aux_loss:0.0035 train_time:2401313ms step_avg:725.91ms
step:3319/40500 train_loss:1.8101 aux_loss:0.0038 train_time:2402032ms step_avg:725.91ms
step:3320/40500 train_loss:1.8619 aux_loss:0.0045 train_time:2402750ms step_avg:725.91ms
step:3321/40500 train_loss:1.9091 aux_loss:0.0036 train_time:2403473ms step_avg:725.91ms
step:3322/40500 train_loss:1.7790 aux_loss:0.0039 train_time:2404197ms step_avg:725.91ms
step:3323/40500 train_loss:1.8896 aux_loss:0.0042 train_time:2404919ms step_avg:725.90ms
step:3324/40500 train_loss:1.9553 aux_loss:0.0039 train_time:2405639ms step_avg:725.90ms
step:3325/40500 train_loss:1.8447 aux_loss:0.0037 train_time:2406360ms step_avg:725.90ms
step:3326/40500 train_loss:1.9270 aux_loss:0.0037 train_time:2407080ms step_avg:725.90ms
step:3327/40500 train_loss:1.8076 aux_loss:0.0040 train_time:2407799ms step_avg:725.90ms
step:3328/40500 train_loss:1.8950 aux_loss:0.0039 train_time:2408520ms step_avg:725.90ms
step:3329/40500 train_loss:1.8999 aux_loss:0.0040 train_time:2409240ms step_avg:725.89ms
step:3330/40500 train_loss:1.8784 aux_loss:0.0038 train_time:2409959ms step_avg:725.89ms
step:3331/40500 train_loss:1.9216 aux_loss:0.0037 train_time:2410679ms step_avg:725.89ms
step:3332/40500 train_loss:1.8649 aux_loss:0.0037 train_time:2411399ms step_avg:725.89ms
step:3333/40500 train_loss:1.8852 aux_loss:0.0038 train_time:2412120ms step_avg:725.89ms
step:3334/40500 train_loss:1.8340 aux_loss:0.0036 train_time:2412840ms step_avg:725.88ms
step:3335/40500 train_loss:1.8275 aux_loss:0.0039 train_time:2413561ms step_avg:725.88ms
step:3336/40500 train_loss:1.8358 aux_loss:0.0037 train_time:2414284ms step_avg:725.88ms
step:3337/40500 train_loss:1.8478 aux_loss:0.0039 train_time:2415004ms step_avg:725.88ms
step:3338/40500 train_loss:1.8233 aux_loss:0.0038 train_time:2415728ms step_avg:725.88ms
step:3339/40500 train_loss:1.8482 aux_loss:0.0040 train_time:2416447ms step_avg:725.88ms
step:3340/40500 train_loss:1.8481 aux_loss:0.0037 train_time:2417169ms step_avg:725.88ms
step:3341/40500 train_loss:1.8783 aux_loss:0.0038 train_time:2417892ms step_avg:725.88ms
step:3342/40500 train_loss:1.8976 aux_loss:0.0039 train_time:2418612ms step_avg:725.87ms
step:3343/40500 train_loss:1.9113 aux_loss:0.0038 train_time:2419334ms step_avg:725.87ms
step:3344/40500 train_loss:1.7812 aux_loss:0.0036 train_time:2420054ms step_avg:725.87ms
step:3345/40500 train_loss:1.9038 aux_loss:0.0041 train_time:2420776ms step_avg:725.87ms
step:3346/40500 train_loss:1.9042 aux_loss:0.0038 train_time:2421496ms step_avg:725.87ms
step:3347/40500 train_loss:1.8981 aux_loss:0.0035 train_time:2422216ms step_avg:725.87ms
step:3348/40500 train_loss:1.8528 aux_loss:0.0042 train_time:2422936ms step_avg:725.86ms
step:3349/40500 train_loss:1.8522 aux_loss:0.0041 train_time:2423656ms step_avg:725.86ms
step:3350/40500 train_loss:1.8532 aux_loss:0.0035 train_time:2424376ms step_avg:725.86ms
step:3351/40500 train_loss:1.9002 aux_loss:0.0040 train_time:2425094ms step_avg:725.86ms
step:3352/40500 train_loss:1.8530 aux_loss:0.0042 train_time:2425814ms step_avg:725.86ms
step:3353/40500 train_loss:1.8508 aux_loss:0.0038 train_time:2426534ms step_avg:725.86ms
step:3354/40500 train_loss:1.8142 aux_loss:0.0035 train_time:2427255ms step_avg:725.85ms
step:3355/40500 train_loss:1.8873 aux_loss:0.0039 train_time:2427976ms step_avg:725.85ms
step:3356/40500 train_loss:1.8747 aux_loss:0.0039 train_time:2428697ms step_avg:725.85ms
step:3357/40500 train_loss:1.8511 aux_loss:0.0040 train_time:2429415ms step_avg:725.85ms
step:3358/40500 train_loss:1.8384 aux_loss:0.0035 train_time:2430134ms step_avg:725.85ms
step:3359/40500 train_loss:1.8710 aux_loss:0.0041 train_time:2430854ms step_avg:725.84ms
step:3360/40500 train_loss:1.8780 aux_loss:0.0039 train_time:2431573ms step_avg:725.84ms
step:3361/40500 train_loss:1.8543 aux_loss:0.0036 train_time:2432293ms step_avg:725.84ms
step:3362/40500 train_loss:1.8906 aux_loss:0.0038 train_time:2433015ms step_avg:725.84ms
step:3363/40500 train_loss:1.8276 aux_loss:0.0039 train_time:2433736ms step_avg:725.84ms
step:3364/40500 train_loss:1.8825 aux_loss:0.0040 train_time:2434454ms step_avg:725.84ms
step:3365/40500 train_loss:1.8383 aux_loss:0.0038 train_time:2435174ms step_avg:725.83ms
step:3366/40500 train_loss:1.8141 aux_loss:0.0035 train_time:2435893ms step_avg:725.83ms
step:3367/40500 train_loss:1.8447 aux_loss:0.0039 train_time:2436612ms step_avg:725.83ms
step:3368/40500 train_loss:1.8474 aux_loss:0.0040 train_time:2437332ms step_avg:725.83ms
step:3369/40500 train_loss:1.9064 aux_loss:0.0034 train_time:2438054ms step_avg:725.83ms
step:3370/40500 train_loss:1.8814 aux_loss:0.0035 train_time:2438774ms step_avg:725.83ms
step:3371/40500 train_loss:1.8749 aux_loss:0.0041 train_time:2439494ms step_avg:725.82ms
step:3372/40500 train_loss:1.8080 aux_loss:0.0038 train_time:2440216ms step_avg:725.82ms
step:3373/40500 train_loss:1.8801 aux_loss:0.0036 train_time:2440936ms step_avg:725.82ms
step:3374/40500 train_loss:1.8340 aux_loss:0.0040 train_time:2441656ms step_avg:725.82ms
step:3375/40500 train_loss:1.8017 aux_loss:0.0043 train_time:2442376ms step_avg:725.82ms
step:3376/40500 train_loss:1.8775 aux_loss:0.0039 train_time:2443097ms step_avg:725.82ms
step:3377/40500 train_loss:1.8377 aux_loss:0.0038 train_time:2443819ms step_avg:725.81ms
step:3378/40500 train_loss:1.8657 aux_loss:0.0039 train_time:2444540ms step_avg:725.81ms
step:3379/40500 train_loss:1.8510 aux_loss:0.0040 train_time:2445264ms step_avg:725.81ms
step:3380/40500 train_loss:1.8330 aux_loss:0.0038 train_time:2445986ms step_avg:725.81ms
step:3381/40500 train_loss:1.8891 aux_loss:0.0037 train_time:2446706ms step_avg:725.81ms
step:3382/40500 train_loss:1.8261 aux_loss:0.0037 train_time:2447427ms step_avg:725.81ms
step:3383/40500 train_loss:1.8646 aux_loss:0.0037 train_time:2448148ms step_avg:725.81ms
step:3384/40500 train_loss:1.9532 aux_loss:0.0039 train_time:2448868ms step_avg:725.81ms
step:3385/40500 train_loss:1.8946 aux_loss:0.0037 train_time:2449588ms step_avg:725.80ms
step:3386/40500 train_loss:1.9043 aux_loss:0.0038 train_time:2450308ms step_avg:725.80ms
step:3387/40500 train_loss:1.8100 aux_loss:0.0040 train_time:2451029ms step_avg:725.80ms
step:3388/40500 train_loss:1.9497 aux_loss:0.0037 train_time:2451749ms step_avg:725.80ms
step:3389/40500 train_loss:1.8537 aux_loss:0.0035 train_time:2452471ms step_avg:725.80ms
step:3390/40500 train_loss:1.8848 aux_loss:0.0042 train_time:2453193ms step_avg:725.80ms
step:3391/40500 train_loss:1.8902 aux_loss:0.0037 train_time:2453914ms step_avg:725.80ms
step:3392/40500 train_loss:1.9230 aux_loss:0.0038 train_time:2454637ms step_avg:725.79ms
step:3393/40500 train_loss:1.9122 aux_loss:0.0040 train_time:2455356ms step_avg:725.79ms
step:3394/40500 train_loss:1.8289 aux_loss:0.0040 train_time:2456077ms step_avg:725.79ms
step:3395/40500 train_loss:1.8469 aux_loss:0.0037 train_time:2456799ms step_avg:725.79ms
step:3396/40500 train_loss:1.8943 aux_loss:0.0037 train_time:2457521ms step_avg:725.79ms
step:3397/40500 train_loss:1.8444 aux_loss:0.0040 train_time:2458243ms step_avg:725.79ms
step:3398/40500 train_loss:1.8984 aux_loss:0.0037 train_time:2458965ms step_avg:725.79ms
step:3399/40500 train_loss:1.9135 aux_loss:0.0040 train_time:2459684ms step_avg:725.78ms
step:3400/40500 train_loss:1.8661 aux_loss:0.0040 train_time:2460406ms step_avg:725.78ms
step:3401/40500 train_loss:1.8794 aux_loss:0.0036 train_time:2461124ms step_avg:725.78ms
step:3402/40500 train_loss:1.8898 aux_loss:0.0039 train_time:2461847ms step_avg:725.78ms
step:3403/40500 train_loss:1.9205 aux_loss:0.0039 train_time:2462568ms step_avg:725.78ms
step:3404/40500 train_loss:1.7987 aux_loss:0.0036 train_time:2463289ms step_avg:725.78ms
step:3405/40500 train_loss:1.8783 aux_loss:0.0037 train_time:2464012ms step_avg:725.78ms
step:3406/40500 train_loss:1.8711 aux_loss:0.0040 train_time:2464733ms step_avg:725.78ms
step:3407/40500 train_loss:1.8387 aux_loss:0.0039 train_time:2465455ms step_avg:725.77ms
step:3408/40500 train_loss:1.8514 aux_loss:0.0037 train_time:2466177ms step_avg:725.77ms
step:3409/40500 train_loss:1.8491 aux_loss:0.0038 train_time:2466898ms step_avg:725.77ms
step:3410/40500 train_loss:1.8755 aux_loss:0.0041 train_time:2467621ms step_avg:725.77ms
step:3411/40500 train_loss:1.8644 aux_loss:0.0037 train_time:2468343ms step_avg:725.77ms
step:3412/40500 train_loss:1.9104 aux_loss:0.0084 train_time:2469064ms step_avg:725.77ms
step:3413/40500 train_loss:1.9114 aux_loss:0.0038 train_time:2469786ms step_avg:725.77ms
step:3414/40500 train_loss:1.9260 aux_loss:0.0036 train_time:2470507ms step_avg:725.77ms
step:3415/40500 train_loss:1.9110 aux_loss:0.0039 train_time:2471229ms step_avg:725.76ms
step:3416/40500 train_loss:1.8388 aux_loss:0.0039 train_time:2471953ms step_avg:725.76ms
step:3417/40500 train_loss:1.8613 aux_loss:0.0039 train_time:2472676ms step_avg:725.76ms
step:3418/40500 train_loss:1.8972 aux_loss:0.0037 train_time:2473398ms step_avg:725.76ms
step:3419/40500 train_loss:1.8459 aux_loss:0.0036 train_time:2474119ms step_avg:725.76ms
step:3420/40500 train_loss:1.8260 aux_loss:0.0038 train_time:2474839ms step_avg:725.76ms
step:3421/40500 train_loss:1.8851 aux_loss:0.0037 train_time:2475562ms step_avg:725.76ms
step:3422/40500 train_loss:1.8544 aux_loss:0.0038 train_time:2476282ms step_avg:725.76ms
step:3423/40500 train_loss:1.9384 aux_loss:0.0037 train_time:2477002ms step_avg:725.75ms
step:3424/40500 train_loss:1.8852 aux_loss:0.0038 train_time:2477723ms step_avg:725.75ms
step:3425/40500 train_loss:1.8403 aux_loss:0.0040 train_time:2478443ms step_avg:725.75ms
step:3426/40500 train_loss:1.8886 aux_loss:0.0041 train_time:2479165ms step_avg:725.75ms
step:3427/40500 train_loss:1.8689 aux_loss:0.0036 train_time:2479886ms step_avg:725.75ms
step:3428/40500 train_loss:1.7569 aux_loss:0.0039 train_time:2480609ms step_avg:725.75ms
step:3429/40500 train_loss:1.8795 aux_loss:0.0040 train_time:2481331ms step_avg:725.75ms
step:3430/40500 train_loss:1.8338 aux_loss:0.0035 train_time:2482054ms step_avg:725.75ms
step:3431/40500 train_loss:1.8710 aux_loss:0.0039 train_time:2482776ms step_avg:725.75ms
step:3432/40500 train_loss:1.8714 aux_loss:0.0040 train_time:2483498ms step_avg:725.74ms
step:3433/40500 train_loss:1.8099 aux_loss:0.0037 train_time:2484220ms step_avg:725.74ms
step:3434/40500 train_loss:1.8411 aux_loss:0.0036 train_time:2484939ms step_avg:725.74ms
step:3435/40500 train_loss:1.8510 aux_loss:0.0040 train_time:2485659ms step_avg:725.74ms
step:3436/40500 train_loss:1.8378 aux_loss:0.0039 train_time:2486381ms step_avg:725.74ms
step:3437/40500 train_loss:1.8459 aux_loss:0.0035 train_time:2487103ms step_avg:725.74ms
step:3438/40500 train_loss:1.8605 aux_loss:0.0038 train_time:2487822ms step_avg:725.74ms
step:3439/40500 train_loss:1.8621 aux_loss:0.0043 train_time:2488544ms step_avg:725.73ms
step:3440/40500 train_loss:1.8119 aux_loss:0.0042 train_time:2489267ms step_avg:725.73ms
step:3441/40500 train_loss:1.8740 aux_loss:0.0036 train_time:2489989ms step_avg:725.73ms
step:3442/40500 train_loss:1.8646 aux_loss:0.0040 train_time:2490711ms step_avg:725.73ms
step:3443/40500 train_loss:1.8498 aux_loss:0.0041 train_time:2491432ms step_avg:725.73ms
step:3444/40500 train_loss:1.8296 aux_loss:0.0037 train_time:2492154ms step_avg:725.73ms
step:3445/40500 train_loss:1.8408 aux_loss:0.0035 train_time:2492876ms step_avg:725.73ms
step:3446/40500 train_loss:1.8424 aux_loss:0.0040 train_time:2493596ms step_avg:725.73ms
step:3447/40500 train_loss:1.8668 aux_loss:0.0040 train_time:2494317ms step_avg:725.73ms
step:3448/40500 train_loss:1.8532 aux_loss:0.0039 train_time:2495038ms step_avg:725.72ms
step:3449/40500 train_loss:1.9308 aux_loss:0.0037 train_time:2495757ms step_avg:725.72ms
step:3450/40500 train_loss:1.8485 aux_loss:0.0037 train_time:2496477ms step_avg:725.72ms
step:3451/40500 train_loss:1.9343 aux_loss:0.0039 train_time:2497196ms step_avg:725.72ms
step:3452/40500 train_loss:1.9053 aux_loss:0.0037 train_time:2497915ms step_avg:725.72ms
step:3453/40500 train_loss:1.9019 aux_loss:0.0037 train_time:2498637ms step_avg:725.72ms
step:3454/40500 train_loss:1.8966 aux_loss:0.0035 train_time:2499359ms step_avg:725.71ms
step:3455/40500 train_loss:1.8909 aux_loss:0.0035 train_time:2500080ms step_avg:725.71ms
step:3456/40500 train_loss:1.8844 aux_loss:0.0039 train_time:2500801ms step_avg:725.71ms
step:3457/40500 train_loss:1.8508 aux_loss:0.0039 train_time:2501523ms step_avg:725.71ms
step:3458/40500 train_loss:1.9098 aux_loss:0.0036 train_time:2502245ms step_avg:725.71ms
step:3459/40500 train_loss:1.8162 aux_loss:0.0037 train_time:2502966ms step_avg:725.71ms
step:3460/40500 train_loss:1.8003 aux_loss:0.0039 train_time:2503688ms step_avg:725.71ms
step:3461/40500 train_loss:1.7843 aux_loss:0.0036 train_time:2504411ms step_avg:725.71ms
step:3462/40500 train_loss:1.8477 aux_loss:0.0037 train_time:2505131ms step_avg:725.70ms
step:3463/40500 train_loss:1.8024 aux_loss:0.0040 train_time:2505851ms step_avg:725.70ms
step:3464/40500 train_loss:1.8360 aux_loss:0.0037 train_time:2506571ms step_avg:725.70ms
step:3465/40500 train_loss:1.8494 aux_loss:0.0037 train_time:2507293ms step_avg:725.70ms
step:3466/40500 train_loss:1.8320 aux_loss:0.0040 train_time:2508013ms step_avg:725.70ms
step:3467/40500 train_loss:1.9469 aux_loss:0.0037 train_time:2508735ms step_avg:725.70ms
step:3468/40500 train_loss:1.8283 aux_loss:0.0039 train_time:2509456ms step_avg:725.70ms
step:3469/40500 train_loss:1.8263 aux_loss:0.0040 train_time:2510177ms step_avg:725.69ms
step:3470/40500 train_loss:1.8551 aux_loss:0.0035 train_time:2510898ms step_avg:725.69ms
step:3471/40500 train_loss:1.8894 aux_loss:0.0041 train_time:2511620ms step_avg:725.69ms
step:3472/40500 train_loss:1.8657 aux_loss:0.0037 train_time:2512345ms step_avg:725.69ms
step:3473/40500 train_loss:1.8150 aux_loss:0.0037 train_time:2513068ms step_avg:725.69ms
step:3474/40500 train_loss:1.9119 aux_loss:0.0039 train_time:2513788ms step_avg:725.69ms
step:3475/40500 train_loss:1.8184 aux_loss:0.0038 train_time:2514509ms step_avg:725.69ms
step:3476/40500 train_loss:1.8710 aux_loss:0.0036 train_time:2515230ms step_avg:725.69ms
step:3477/40500 train_loss:1.8898 aux_loss:0.0038 train_time:2515951ms step_avg:725.69ms
step:3478/40500 train_loss:1.8460 aux_loss:0.0039 train_time:2516674ms step_avg:725.68ms
step:3479/40500 train_loss:1.8394 aux_loss:0.0037 train_time:2517394ms step_avg:725.68ms
step:3480/40500 train_loss:1.8849 aux_loss:0.0038 train_time:2518115ms step_avg:725.68ms
step:3481/40500 train_loss:1.9025 aux_loss:0.0037 train_time:2518838ms step_avg:725.68ms
step:3482/40500 train_loss:1.8252 aux_loss:0.0039 train_time:2519558ms step_avg:725.68ms
step:3483/40500 train_loss:1.8982 aux_loss:0.0039 train_time:2520284ms step_avg:725.68ms
step:3484/40500 train_loss:1.9716 aux_loss:0.0039 train_time:2521007ms step_avg:725.68ms
step:3485/40500 train_loss:1.8592 aux_loss:0.0039 train_time:2521727ms step_avg:725.68ms
step:3486/40500 train_loss:1.8494 aux_loss:0.0037 train_time:2522449ms step_avg:725.68ms
step:3487/40500 train_loss:1.8855 aux_loss:0.0038 train_time:2523168ms step_avg:725.67ms
step:3488/40500 train_loss:1.9060 aux_loss:0.0038 train_time:2523888ms step_avg:725.67ms
step:3489/40500 train_loss:1.9149 aux_loss:0.0036 train_time:2524606ms step_avg:725.67ms
step:3490/40500 train_loss:1.8484 aux_loss:0.0036 train_time:2525328ms step_avg:725.67ms
step:3491/40500 train_loss:1.8536 aux_loss:0.0038 train_time:2526046ms step_avg:725.67ms
step:3492/40500 train_loss:1.8651 aux_loss:0.0036 train_time:2526767ms step_avg:725.67ms
step:3493/40500 train_loss:1.8369 aux_loss:0.0038 train_time:2527487ms step_avg:725.66ms
step:3494/40500 train_loss:1.8226 aux_loss:0.0035 train_time:2528207ms step_avg:725.66ms
step:3495/40500 train_loss:1.8101 aux_loss:0.0037 train_time:2528928ms step_avg:725.66ms
step:3496/40500 train_loss:1.9246 aux_loss:0.0039 train_time:2529649ms step_avg:725.66ms
step:3497/40500 train_loss:1.8182 aux_loss:0.0036 train_time:2530369ms step_avg:725.66ms
step:3498/40500 train_loss:1.8112 aux_loss:0.0037 train_time:2531088ms step_avg:725.66ms
step:3499/40500 train_loss:1.8366 aux_loss:0.0037 train_time:2531808ms step_avg:725.65ms
step:3500/40500 train_loss:1.7590 aux_loss:0.0035 train_time:2532528ms step_avg:725.65ms
step:3501/40500 train_loss:1.7943 aux_loss:0.0042 train_time:2533250ms step_avg:725.65ms
step:3502/40500 train_loss:1.8412 aux_loss:0.0036 train_time:2533970ms step_avg:725.65ms
step:3503/40500 train_loss:1.8391 aux_loss:0.0035 train_time:2534691ms step_avg:725.65ms
step:3504/40500 train_loss:1.8162 aux_loss:0.0038 train_time:2535412ms step_avg:725.65ms
step:3505/40500 train_loss:1.7733 aux_loss:0.0037 train_time:2536134ms step_avg:725.65ms
step:3506/40500 train_loss:1.8694 aux_loss:0.0038 train_time:2536855ms step_avg:725.65ms
step:3507/40500 train_loss:1.8165 aux_loss:0.0039 train_time:2537578ms step_avg:725.64ms
step:3508/40500 train_loss:1.7983 aux_loss:0.0036 train_time:2538300ms step_avg:725.64ms
step:3509/40500 train_loss:1.8357 aux_loss:0.0035 train_time:2539022ms step_avg:725.64ms
step:3510/40500 train_loss:1.8546 aux_loss:0.0038 train_time:2539742ms step_avg:725.64ms
step:3511/40500 train_loss:1.7886 aux_loss:0.0039 train_time:2540463ms step_avg:725.64ms
step:3512/40500 train_loss:1.8906 aux_loss:0.0035 train_time:2541183ms step_avg:725.64ms
step:3513/40500 train_loss:1.8252 aux_loss:0.0040 train_time:2541904ms step_avg:725.64ms
step:3514/40500 train_loss:1.8546 aux_loss:0.0041 train_time:2542624ms step_avg:725.63ms
step:3515/40500 train_loss:1.8448 aux_loss:0.0036 train_time:2543344ms step_avg:725.63ms
step:3516/40500 train_loss:1.9652 aux_loss:0.0039 train_time:2544066ms step_avg:725.63ms
step:3517/40500 train_loss:1.8391 aux_loss:0.0039 train_time:2544787ms step_avg:725.63ms
step:3518/40500 train_loss:1.8272 aux_loss:0.0036 train_time:2545508ms step_avg:725.63ms
step:3519/40500 train_loss:1.8841 aux_loss:0.0039 train_time:2546230ms step_avg:725.63ms
step:3520/40500 train_loss:1.8216 aux_loss:0.0038 train_time:2546955ms step_avg:725.63ms
step:3521/40500 train_loss:1.9232 aux_loss:0.0035 train_time:2547677ms step_avg:725.63ms
step:3522/40500 train_loss:1.8471 aux_loss:0.0037 train_time:2548398ms step_avg:725.63ms
step:3523/40500 train_loss:1.9013 aux_loss:0.0038 train_time:2549118ms step_avg:725.62ms
step:3524/40500 train_loss:1.8629 aux_loss:0.0036 train_time:2549841ms step_avg:725.62ms
step:3525/40500 train_loss:1.8129 aux_loss:0.0038 train_time:2550561ms step_avg:725.62ms
step:3526/40500 train_loss:1.8096 aux_loss:0.0037 train_time:2551283ms step_avg:725.62ms
step:3527/40500 train_loss:1.8488 aux_loss:0.0037 train_time:2552005ms step_avg:725.62ms
step:3528/40500 train_loss:1.8567 aux_loss:0.0035 train_time:2552724ms step_avg:725.62ms
step:3529/40500 train_loss:1.8726 aux_loss:0.0035 train_time:2553447ms step_avg:725.62ms
step:3530/40500 train_loss:1.8737 aux_loss:0.0039 train_time:2554168ms step_avg:725.62ms
step:3531/40500 train_loss:1.8729 aux_loss:0.0036 train_time:2554891ms step_avg:725.62ms
step:3532/40500 train_loss:1.8252 aux_loss:0.0035 train_time:2555612ms step_avg:725.61ms
step:3533/40500 train_loss:1.8564 aux_loss:0.0038 train_time:2556336ms step_avg:725.61ms
step:3534/40500 train_loss:1.8957 aux_loss:0.0037 train_time:2557057ms step_avg:725.61ms
step:3535/40500 train_loss:1.8785 aux_loss:0.0033 train_time:2557777ms step_avg:725.61ms
step:3536/40500 train_loss:1.8485 aux_loss:0.0037 train_time:2558498ms step_avg:725.61ms
step:3537/40500 train_loss:1.7903 aux_loss:0.0039 train_time:2559220ms step_avg:725.61ms
step:3538/40500 train_loss:1.8729 aux_loss:0.0037 train_time:2559940ms step_avg:725.61ms
step:3539/40500 train_loss:1.8723 aux_loss:0.0036 train_time:2560661ms step_avg:725.61ms
step:3540/40500 train_loss:1.8574 aux_loss:0.0036 train_time:2561384ms step_avg:725.60ms
step:3541/40500 train_loss:1.8771 aux_loss:0.0035 train_time:2562103ms step_avg:725.60ms
step:3542/40500 train_loss:1.8523 aux_loss:0.0038 train_time:2562825ms step_avg:725.60ms
step:3543/40500 train_loss:1.9051 aux_loss:0.0036 train_time:2563548ms step_avg:725.60ms
step:3544/40500 train_loss:1.8220 aux_loss:0.0036 train_time:2564271ms step_avg:725.60ms
step:3545/40500 train_loss:1.8833 aux_loss:0.0037 train_time:2564991ms step_avg:725.60ms
step:3546/40500 train_loss:1.8051 aux_loss:0.0038 train_time:2565712ms step_avg:725.60ms
step:3547/40500 train_loss:1.8217 aux_loss:0.0038 train_time:2566434ms step_avg:725.60ms
step:3548/40500 train_loss:1.7802 aux_loss:0.0040 train_time:2567153ms step_avg:725.59ms
step:3549/40500 train_loss:1.8442 aux_loss:0.0034 train_time:2567874ms step_avg:725.59ms
step:3550/40500 train_loss:1.8865 aux_loss:0.0037 train_time:2568594ms step_avg:725.59ms
step:3551/40500 train_loss:1.8024 aux_loss:0.0038 train_time:2569314ms step_avg:725.59ms
step:3552/40500 train_loss:1.8265 aux_loss:0.0036 train_time:2570036ms step_avg:725.59ms
step:3553/40500 train_loss:1.8198 aux_loss:0.0037 train_time:2570756ms step_avg:725.59ms
step:3554/40500 train_loss:1.8955 aux_loss:0.0039 train_time:2571474ms step_avg:725.59ms
step:3555/40500 train_loss:1.8604 aux_loss:0.0035 train_time:2572194ms step_avg:725.58ms
step:3556/40500 train_loss:1.8798 aux_loss:0.0037 train_time:2572913ms step_avg:725.58ms
step:3557/40500 train_loss:1.8333 aux_loss:0.0040 train_time:2573632ms step_avg:725.58ms
step:3558/40500 train_loss:1.8305 aux_loss:0.0037 train_time:2574352ms step_avg:725.58ms
step:3559/40500 train_loss:1.8757 aux_loss:0.0034 train_time:2575071ms step_avg:725.58ms
step:3560/40500 train_loss:1.8910 aux_loss:0.0039 train_time:2575792ms step_avg:725.58ms
step:3561/40500 train_loss:1.8999 aux_loss:0.0038 train_time:2576514ms step_avg:725.57ms
step:3562/40500 train_loss:1.8780 aux_loss:0.0034 train_time:2577234ms step_avg:725.57ms
step:3563/40500 train_loss:1.8343 aux_loss:0.0039 train_time:2577955ms step_avg:725.57ms
step:3564/40500 train_loss:1.8469 aux_loss:0.0039 train_time:2578674ms step_avg:725.57ms
step:3565/40500 train_loss:1.8007 aux_loss:0.0035 train_time:2579393ms step_avg:725.57ms
step:3566/40500 train_loss:1.8829 aux_loss:0.0036 train_time:2580114ms step_avg:725.57ms
step:3567/40500 train_loss:1.8978 aux_loss:0.0039 train_time:2580836ms step_avg:725.57ms
step:3568/40500 train_loss:1.8623 aux_loss:0.0036 train_time:2581555ms step_avg:725.56ms
step:3569/40500 train_loss:1.8095 aux_loss:0.0039 train_time:2582278ms step_avg:725.56ms
step:3570/40500 train_loss:1.8606 aux_loss:0.0036 train_time:2582998ms step_avg:725.56ms
step:3571/40500 train_loss:1.8275 aux_loss:0.0037 train_time:2583720ms step_avg:725.56ms
step:3572/40500 train_loss:1.8649 aux_loss:0.0037 train_time:2584442ms step_avg:725.56ms
step:3573/40500 train_loss:1.8382 aux_loss:0.0038 train_time:2585164ms step_avg:725.56ms
step:3574/40500 train_loss:1.8338 aux_loss:0.0035 train_time:2585886ms step_avg:725.56ms
step:3575/40500 train_loss:1.8489 aux_loss:0.0036 train_time:2586607ms step_avg:725.56ms
step:3576/40500 train_loss:1.8994 aux_loss:0.0038 train_time:2587327ms step_avg:725.55ms
step:3577/40500 train_loss:1.8562 aux_loss:0.0039 train_time:2588047ms step_avg:725.55ms
step:3578/40500 train_loss:1.8569 aux_loss:0.0037 train_time:2588767ms step_avg:725.55ms
step:3579/40500 train_loss:1.9434 aux_loss:0.0041 train_time:2589488ms step_avg:725.55ms
step:3580/40500 train_loss:1.8045 aux_loss:0.0036 train_time:2590208ms step_avg:725.55ms
step:3581/40500 train_loss:1.8842 aux_loss:0.0037 train_time:2590928ms step_avg:725.55ms
step:3582/40500 train_loss:1.8474 aux_loss:0.0036 train_time:2591647ms step_avg:725.55ms
step:3583/40500 train_loss:1.8261 aux_loss:0.0039 train_time:2592366ms step_avg:725.54ms
step:3584/40500 train_loss:1.8165 aux_loss:0.0035 train_time:2593086ms step_avg:725.54ms
step:3585/40500 train_loss:1.8426 aux_loss:0.0036 train_time:2593807ms step_avg:725.54ms
step:3586/40500 train_loss:1.8521 aux_loss:0.0037 train_time:2594526ms step_avg:725.54ms
step:3587/40500 train_loss:1.8218 aux_loss:0.0038 train_time:2595246ms step_avg:725.54ms
step:3588/40500 train_loss:1.8379 aux_loss:0.0036 train_time:2595967ms step_avg:725.54ms
step:3589/40500 train_loss:1.8333 aux_loss:0.0035 train_time:2596685ms step_avg:725.53ms
step:3590/40500 train_loss:1.8046 aux_loss:0.0036 train_time:2597404ms step_avg:725.53ms
step:3591/40500 train_loss:1.8996 aux_loss:0.0035 train_time:2598125ms step_avg:725.53ms
step:3592/40500 train_loss:1.8277 aux_loss:0.0041 train_time:2598845ms step_avg:725.53ms
step:3593/40500 train_loss:1.7704 aux_loss:0.0038 train_time:2599567ms step_avg:725.53ms
step:3594/40500 train_loss:1.8273 aux_loss:0.0036 train_time:2600289ms step_avg:725.53ms
step:3595/40500 train_loss:1.8618 aux_loss:0.0040 train_time:2601007ms step_avg:725.52ms
step:3596/40500 train_loss:1.8644 aux_loss:0.0035 train_time:2601726ms step_avg:725.52ms
step:3597/40500 train_loss:1.8010 aux_loss:0.0036 train_time:2602445ms step_avg:725.52ms
step:3598/40500 train_loss:1.8636 aux_loss:0.0037 train_time:2603165ms step_avg:725.52ms
step:3599/40500 train_loss:1.8852 aux_loss:0.0036 train_time:2603881ms step_avg:725.52ms
step:3600/40500 train_loss:1.8425 aux_loss:0.0034 train_time:2604602ms step_avg:725.52ms
step:3601/40500 train_loss:1.7921 aux_loss:0.0035 train_time:2605324ms step_avg:725.51ms
step:3602/40500 train_loss:1.8550 aux_loss:0.0036 train_time:2606043ms step_avg:725.51ms
step:3603/40500 train_loss:1.8615 aux_loss:0.0036 train_time:2606763ms step_avg:725.51ms
step:3604/40500 train_loss:1.8631 aux_loss:0.0036 train_time:2607483ms step_avg:725.51ms
step:3605/40500 train_loss:1.8696 aux_loss:0.0038 train_time:2608202ms step_avg:725.51ms
step:3606/40500 train_loss:1.8972 aux_loss:0.0036 train_time:2608922ms step_avg:725.51ms
step:3607/40500 train_loss:1.8838 aux_loss:0.0040 train_time:2609641ms step_avg:725.50ms
step:3608/40500 train_loss:1.7771 aux_loss:0.0036 train_time:2610361ms step_avg:725.50ms
step:3609/40500 train_loss:1.7925 aux_loss:0.0036 train_time:2611083ms step_avg:725.50ms
step:3610/40500 train_loss:1.8233 aux_loss:0.0038 train_time:2611801ms step_avg:725.50ms
step:3611/40500 train_loss:1.7721 aux_loss:0.0034 train_time:2612522ms step_avg:725.50ms
step:3612/40500 train_loss:1.8857 aux_loss:0.0036 train_time:2613244ms step_avg:725.50ms
step:3613/40500 train_loss:1.8277 aux_loss:0.0039 train_time:2613963ms step_avg:725.50ms
step:3614/40500 train_loss:1.8628 aux_loss:0.0037 train_time:2614684ms step_avg:725.50ms
step:3615/40500 train_loss:1.8374 aux_loss:0.0034 train_time:2615405ms step_avg:725.49ms
step:3616/40500 train_loss:1.8775 aux_loss:0.0038 train_time:2616122ms step_avg:725.49ms
step:3617/40500 train_loss:1.7920 aux_loss:0.0040 train_time:2616841ms step_avg:725.49ms
step:3618/40500 train_loss:1.8405 aux_loss:0.0035 train_time:2617560ms step_avg:725.49ms
step:3619/40500 train_loss:1.8479 aux_loss:0.0037 train_time:2618280ms step_avg:725.49ms
step:3620/40500 train_loss:1.8981 aux_loss:0.0040 train_time:2618999ms step_avg:725.48ms
step:3621/40500 train_loss:1.8271 aux_loss:0.0037 train_time:2619720ms step_avg:725.48ms
step:3622/40500 train_loss:1.7959 aux_loss:0.0036 train_time:2620439ms step_avg:725.48ms
step:3623/40500 train_loss:1.7856 aux_loss:0.0039 train_time:2621160ms step_avg:725.48ms
step:3624/40500 train_loss:1.8942 aux_loss:0.0037 train_time:2621879ms step_avg:725.48ms
step:3625/40500 train_loss:1.8822 aux_loss:0.0040 train_time:2622601ms step_avg:725.48ms
step:3626/40500 train_loss:1.8526 aux_loss:0.0037 train_time:2623321ms step_avg:725.48ms
step:3627/40500 train_loss:1.8772 aux_loss:0.0036 train_time:2624042ms step_avg:725.47ms
step:3628/40500 train_loss:1.8586 aux_loss:0.0036 train_time:2624763ms step_avg:725.47ms
step:3629/40500 train_loss:1.8637 aux_loss:0.0037 train_time:2625484ms step_avg:725.47ms
step:3630/40500 train_loss:1.8383 aux_loss:0.0035 train_time:2626202ms step_avg:725.47ms
step:3631/40500 train_loss:1.8397 aux_loss:0.0034 train_time:2626923ms step_avg:725.47ms
step:3632/40500 train_loss:1.8131 aux_loss:0.0039 train_time:2627644ms step_avg:725.47ms
step:3633/40500 train_loss:1.8940 aux_loss:0.0035 train_time:2628367ms step_avg:725.47ms
step:3634/40500 train_loss:1.8495 aux_loss:0.0037 train_time:2629088ms step_avg:725.47ms
step:3635/40500 train_loss:1.8326 aux_loss:0.0037 train_time:2629813ms step_avg:725.47ms
step:3636/40500 train_loss:1.8053 aux_loss:0.0035 train_time:2630536ms step_avg:725.46ms
step:3637/40500 train_loss:1.8364 aux_loss:0.0038 train_time:2631255ms step_avg:725.46ms
step:3638/40500 train_loss:1.8002 aux_loss:0.0038 train_time:2631976ms step_avg:725.46ms
step:3639/40500 train_loss:1.8155 aux_loss:0.0035 train_time:2632698ms step_avg:725.46ms
step:3640/40500 train_loss:1.8138 aux_loss:0.0038 train_time:2633417ms step_avg:725.46ms
step:3641/40500 train_loss:1.8444 aux_loss:0.0039 train_time:2634138ms step_avg:725.46ms
step:3642/40500 train_loss:1.8127 aux_loss:0.0039 train_time:2634860ms step_avg:725.46ms
step:3643/40500 train_loss:1.8660 aux_loss:0.0035 train_time:2635582ms step_avg:725.46ms
step:3644/40500 train_loss:1.8147 aux_loss:0.0041 train_time:2636302ms step_avg:725.45ms
step:3645/40500 train_loss:1.8684 aux_loss:0.0039 train_time:2637024ms step_avg:725.45ms
step:3646/40500 train_loss:1.7968 aux_loss:0.0035 train_time:2637748ms step_avg:725.45ms
step:3647/40500 train_loss:1.9116 aux_loss:0.0036 train_time:2638469ms step_avg:725.45ms
step:3648/40500 train_loss:1.8851 aux_loss:0.0037 train_time:2639190ms step_avg:725.45ms
step:3649/40500 train_loss:1.7965 aux_loss:0.0036 train_time:2639914ms step_avg:725.45ms
step:3650/40500 train_loss:1.8419 aux_loss:0.0037 train_time:2640634ms step_avg:725.45ms
step:3651/40500 train_loss:1.8877 aux_loss:0.0038 train_time:2641353ms step_avg:725.45ms
step:3652/40500 train_loss:1.7887 aux_loss:0.0036 train_time:2642073ms step_avg:725.45ms
step:3653/40500 train_loss:1.8273 aux_loss:0.0035 train_time:2642795ms step_avg:725.44ms
step:3654/40500 train_loss:1.8229 aux_loss:0.0038 train_time:2643515ms step_avg:725.44ms
step:3655/40500 train_loss:1.8528 aux_loss:0.0035 train_time:2644237ms step_avg:725.44ms
step:3656/40500 train_loss:1.8791 aux_loss:0.0035 train_time:2644958ms step_avg:725.44ms
step:3657/40500 train_loss:1.8016 aux_loss:0.0037 train_time:2645679ms step_avg:725.44ms
step:3658/40500 train_loss:1.8407 aux_loss:0.0038 train_time:2646400ms step_avg:725.44ms
step:3659/40500 train_loss:1.8016 aux_loss:0.0037 train_time:2647121ms step_avg:725.44ms
step:3660/40500 train_loss:1.8088 aux_loss:0.0035 train_time:2647843ms step_avg:725.44ms
step:3661/40500 train_loss:1.9031 aux_loss:0.0035 train_time:2648567ms step_avg:725.44ms
step:3662/40500 train_loss:1.8436 aux_loss:0.0035 train_time:2649290ms step_avg:725.44ms
step:3663/40500 train_loss:1.8051 aux_loss:0.0037 train_time:2650010ms step_avg:725.43ms
step:3664/40500 train_loss:1.8411 aux_loss:0.0036 train_time:2650730ms step_avg:725.43ms
step:3665/40500 train_loss:1.8191 aux_loss:0.0036 train_time:2651451ms step_avg:725.43ms
step:3666/40500 train_loss:1.8866 aux_loss:0.0035 train_time:2652171ms step_avg:725.43ms
step:3667/40500 train_loss:1.9025 aux_loss:0.0036 train_time:2652891ms step_avg:725.43ms
step:3668/40500 train_loss:1.8996 aux_loss:0.0039 train_time:2653609ms step_avg:725.43ms
step:3669/40500 train_loss:1.8368 aux_loss:0.0036 train_time:2654332ms step_avg:725.43ms
step:3670/40500 train_loss:1.8518 aux_loss:0.0037 train_time:2655054ms step_avg:725.42ms
step:3671/40500 train_loss:1.7733 aux_loss:0.0036 train_time:2655777ms step_avg:725.42ms
step:3672/40500 train_loss:1.8290 aux_loss:0.0038 train_time:2656499ms step_avg:725.42ms
step:3673/40500 train_loss:1.8196 aux_loss:0.0037 train_time:2657220ms step_avg:725.42ms
step:3674/40500 train_loss:1.9388 aux_loss:0.0034 train_time:2657941ms step_avg:725.42ms
step:3675/40500 train_loss:1.8617 aux_loss:0.0037 train_time:2658663ms step_avg:725.42ms
step:3676/40500 train_loss:1.8396 aux_loss:0.0036 train_time:2659387ms step_avg:725.42ms
step:3677/40500 train_loss:1.8293 aux_loss:0.0036 train_time:2660108ms step_avg:725.42ms
step:3678/40500 train_loss:1.8077 aux_loss:0.0038 train_time:2660827ms step_avg:725.42ms
step:3679/40500 train_loss:1.8244 aux_loss:0.0033 train_time:2661548ms step_avg:725.42ms
step:3680/40500 train_loss:1.8623 aux_loss:0.0039 train_time:2662269ms step_avg:725.41ms
step:3681/40500 train_loss:1.8409 aux_loss:0.0034 train_time:2662988ms step_avg:725.41ms
step:3682/40500 train_loss:1.7801 aux_loss:0.0033 train_time:2663708ms step_avg:725.41ms
step:3683/40500 train_loss:1.8325 aux_loss:0.0039 train_time:2664427ms step_avg:725.41ms
step:3684/40500 train_loss:1.9130 aux_loss:0.0036 train_time:2665148ms step_avg:725.41ms
step:3685/40500 train_loss:1.8343 aux_loss:0.0034 train_time:2665867ms step_avg:725.41ms
step:3686/40500 train_loss:1.8561 aux_loss:0.0035 train_time:2666586ms step_avg:725.40ms
step:3687/40500 train_loss:1.8582 aux_loss:0.0037 train_time:2667307ms step_avg:725.40ms
step:3688/40500 train_loss:1.8260 aux_loss:0.0036 train_time:2668029ms step_avg:725.40ms
step:3689/40500 train_loss:1.8739 aux_loss:0.0037 train_time:2668749ms step_avg:725.40ms
step:3690/40500 train_loss:1.8926 aux_loss:0.0036 train_time:2669470ms step_avg:725.40ms
step:3691/40500 train_loss:1.7858 aux_loss:0.0038 train_time:2670192ms step_avg:725.40ms
step:3692/40500 train_loss:1.8563 aux_loss:0.0036 train_time:2670912ms step_avg:725.40ms
step:3693/40500 train_loss:1.8274 aux_loss:0.0037 train_time:2671631ms step_avg:725.40ms
step:3694/40500 train_loss:1.9605 aux_loss:0.0038 train_time:2672354ms step_avg:725.39ms
step:3695/40500 train_loss:1.8355 aux_loss:0.0037 train_time:2673076ms step_avg:725.39ms
step:3696/40500 train_loss:1.8377 aux_loss:0.0036 train_time:2673798ms step_avg:725.39ms
step:3697/40500 train_loss:1.7983 aux_loss:0.0040 train_time:2674520ms step_avg:725.39ms
step:3698/40500 train_loss:1.7825 aux_loss:0.0037 train_time:2675240ms step_avg:725.39ms
step:3699/40500 train_loss:1.7963 aux_loss:0.0038 train_time:2675961ms step_avg:725.39ms
step:3700/40500 train_loss:1.8173 aux_loss:0.0042 train_time:2676682ms step_avg:725.39ms
step:3701/40500 train_loss:1.8161 aux_loss:0.0036 train_time:2677403ms step_avg:725.39ms
step:3702/40500 train_loss:1.8683 aux_loss:0.0034 train_time:2678124ms step_avg:725.39ms
step:3703/40500 train_loss:1.7920 aux_loss:0.0037 train_time:2678843ms step_avg:725.38ms
step:3704/40500 train_loss:1.8818 aux_loss:0.0034 train_time:2679562ms step_avg:725.38ms
step:3705/40500 train_loss:1.8764 aux_loss:0.0035 train_time:2680281ms step_avg:725.38ms
step:3706/40500 train_loss:1.8678 aux_loss:0.0038 train_time:2681002ms step_avg:725.38ms
step:3707/40500 train_loss:1.8508 aux_loss:0.0038 train_time:2681723ms step_avg:725.38ms
step:3708/40500 train_loss:1.8129 aux_loss:0.0039 train_time:2682443ms step_avg:725.38ms
step:3709/40500 train_loss:1.8763 aux_loss:0.0034 train_time:2683163ms step_avg:725.38ms
step:3710/40500 train_loss:1.8515 aux_loss:0.0035 train_time:2683882ms step_avg:725.37ms
step:3711/40500 train_loss:1.9026 aux_loss:0.0038 train_time:2684602ms step_avg:725.37ms
step:3712/40500 train_loss:1.7893 aux_loss:0.0043 train_time:2685322ms step_avg:725.37ms
step:3713/40500 train_loss:1.8156 aux_loss:0.0036 train_time:2686045ms step_avg:725.37ms
step:3714/40500 train_loss:1.7786 aux_loss:0.0040 train_time:2686764ms step_avg:725.37ms
step:3715/40500 train_loss:1.8642 aux_loss:0.0038 train_time:2687483ms step_avg:725.37ms
step:3716/40500 train_loss:1.8501 aux_loss:0.0034 train_time:2688202ms step_avg:725.36ms
step:3717/40500 train_loss:1.8152 aux_loss:0.0039 train_time:2688921ms step_avg:725.36ms
step:3718/40500 train_loss:1.8500 aux_loss:0.0037 train_time:2689639ms step_avg:725.36ms
step:3719/40500 train_loss:1.8212 aux_loss:0.0036 train_time:2690359ms step_avg:725.36ms
step:3720/40500 train_loss:1.7996 aux_loss:0.0036 train_time:2691079ms step_avg:725.36ms
step:3721/40500 train_loss:1.8578 aux_loss:0.0039 train_time:2691799ms step_avg:725.36ms
step:3722/40500 train_loss:1.8214 aux_loss:0.0036 train_time:2692519ms step_avg:725.36ms
step:3723/40500 train_loss:1.8277 aux_loss:0.0036 train_time:2693239ms step_avg:725.35ms
step:3724/40500 train_loss:1.9164 aux_loss:0.0038 train_time:2693959ms step_avg:725.35ms
step:3725/40500 train_loss:1.9272 aux_loss:0.0035 train_time:2694679ms step_avg:725.35ms
step:3726/40500 train_loss:1.8967 aux_loss:0.0037 train_time:2695399ms step_avg:725.35ms
step:3727/40500 train_loss:1.8058 aux_loss:0.0036 train_time:2696120ms step_avg:725.35ms
step:3728/40500 train_loss:1.9063 aux_loss:0.0034 train_time:2696840ms step_avg:725.35ms
step:3729/40500 train_loss:1.8053 aux_loss:0.0036 train_time:2697559ms step_avg:725.35ms
step:3730/40500 train_loss:1.8802 aux_loss:0.0038 train_time:2698279ms step_avg:725.34ms
step:3731/40500 train_loss:1.8412 aux_loss:0.0038 train_time:2698999ms step_avg:725.34ms
step:3732/40500 train_loss:1.8025 aux_loss:0.0036 train_time:2699720ms step_avg:725.34ms
step:3733/40500 train_loss:1.8635 aux_loss:0.0038 train_time:2700444ms step_avg:725.34ms
step:3734/40500 train_loss:1.8728 aux_loss:0.0041 train_time:2701166ms step_avg:725.34ms
step:3735/40500 train_loss:1.8188 aux_loss:0.0037 train_time:2701887ms step_avg:725.34ms
step:3736/40500 train_loss:1.8757 aux_loss:0.0039 train_time:2702612ms step_avg:725.34ms
step:3737/40500 train_loss:1.7853 aux_loss:0.0038 train_time:2703334ms step_avg:725.34ms
step:3738/40500 train_loss:1.8709 aux_loss:0.0034 train_time:2704056ms step_avg:725.34ms
step:3739/40500 train_loss:1.8784 aux_loss:0.0036 train_time:2704775ms step_avg:725.34ms
step:3740/40500 train_loss:1.8652 aux_loss:0.0034 train_time:2705496ms step_avg:725.33ms
step:3741/40500 train_loss:1.8462 aux_loss:0.0035 train_time:2706216ms step_avg:725.33ms
step:3742/40500 train_loss:1.7938 aux_loss:0.0040 train_time:2706935ms step_avg:725.33ms
step:3743/40500 train_loss:1.8438 aux_loss:0.0036 train_time:2707655ms step_avg:725.33ms
step:3744/40500 train_loss:1.8214 aux_loss:0.0032 train_time:2708374ms step_avg:725.33ms
step:3745/40500 train_loss:1.8974 aux_loss:0.0037 train_time:2709095ms step_avg:725.33ms
step:3746/40500 train_loss:1.8327 aux_loss:0.0039 train_time:2709812ms step_avg:725.32ms
step:3747/40500 train_loss:1.8497 aux_loss:0.0034 train_time:2710532ms step_avg:725.32ms
step:3748/40500 train_loss:1.8228 aux_loss:0.0034 train_time:2711252ms step_avg:725.32ms
step:3749/40500 train_loss:1.8547 aux_loss:0.0039 train_time:2711971ms step_avg:725.32ms
step:3750/40500 train_loss:1.8708 aux_loss:0.0034 train_time:2712695ms step_avg:725.32ms
step:3751/40500 train_loss:1.7903 aux_loss:0.0033 train_time:2713414ms step_avg:725.32ms
step:3752/40500 train_loss:1.8469 aux_loss:0.0035 train_time:2714137ms step_avg:725.32ms
step:3753/40500 train_loss:1.8395 aux_loss:0.0036 train_time:2714858ms step_avg:725.32ms
step:3754/40500 train_loss:1.8929 aux_loss:0.0034 train_time:2715578ms step_avg:725.31ms
step:3755/40500 train_loss:1.8422 aux_loss:0.0036 train_time:2716297ms step_avg:725.31ms
step:3756/40500 train_loss:1.8821 aux_loss:0.0037 train_time:2717018ms step_avg:725.31ms
step:3757/40500 train_loss:1.7954 aux_loss:0.0035 train_time:2717737ms step_avg:725.31ms
step:3758/40500 train_loss:1.8482 aux_loss:0.0034 train_time:2718458ms step_avg:725.31ms
step:3759/40500 train_loss:1.8869 aux_loss:0.0036 train_time:2719179ms step_avg:725.31ms
step:3760/40500 train_loss:1.8545 aux_loss:0.0036 train_time:2719901ms step_avg:725.31ms
step:3761/40500 train_loss:1.8860 aux_loss:0.0036 train_time:2720623ms step_avg:725.31ms
step:3762/40500 train_loss:1.8435 aux_loss:0.0035 train_time:2721343ms step_avg:725.30ms
step:3763/40500 train_loss:1.8068 aux_loss:0.0037 train_time:2722067ms step_avg:725.30ms
step:3764/40500 train_loss:1.7715 aux_loss:0.0035 train_time:2722789ms step_avg:725.30ms
step:3765/40500 train_loss:1.7904 aux_loss:0.0035 train_time:2723509ms step_avg:725.30ms
step:3766/40500 train_loss:1.8742 aux_loss:0.0038 train_time:2724228ms step_avg:725.30ms
step:3767/40500 train_loss:1.8913 aux_loss:0.0035 train_time:2724949ms step_avg:725.30ms
step:3768/40500 train_loss:1.8416 aux_loss:0.0034 train_time:2725669ms step_avg:725.30ms
step:3769/40500 train_loss:1.8133 aux_loss:0.0036 train_time:2726388ms step_avg:725.30ms
step:3770/40500 train_loss:1.8554 aux_loss:0.0035 train_time:2727110ms step_avg:725.30ms
step:3771/40500 train_loss:1.8943 aux_loss:0.0037 train_time:2727829ms step_avg:725.29ms
step:3772/40500 train_loss:1.8099 aux_loss:0.0036 train_time:2728551ms step_avg:725.29ms
step:3773/40500 train_loss:1.8397 aux_loss:0.0035 train_time:2729271ms step_avg:725.29ms
step:3774/40500 train_loss:1.8258 aux_loss:0.0036 train_time:2729990ms step_avg:725.29ms
step:3775/40500 train_loss:1.8195 aux_loss:0.0035 train_time:2730712ms step_avg:725.29ms
step:3776/40500 train_loss:1.8884 aux_loss:0.0033 train_time:2731433ms step_avg:725.29ms
step:3777/40500 train_loss:1.8466 aux_loss:0.0036 train_time:2732151ms step_avg:725.29ms
step:3778/40500 train_loss:1.8781 aux_loss:0.0036 train_time:2732872ms step_avg:725.28ms
step:3779/40500 train_loss:1.8304 aux_loss:0.0034 train_time:2733593ms step_avg:725.28ms
step:3780/40500 train_loss:1.8474 aux_loss:0.0037 train_time:2734317ms step_avg:725.28ms
step:3781/40500 train_loss:1.8037 aux_loss:0.0035 train_time:2735038ms step_avg:725.28ms
step:3782/40500 train_loss:1.8547 aux_loss:0.0037 train_time:2735759ms step_avg:725.28ms
step:3783/40500 train_loss:1.7618 aux_loss:0.0037 train_time:2736482ms step_avg:725.28ms
step:3784/40500 train_loss:1.8489 aux_loss:0.0032 train_time:2737204ms step_avg:725.28ms
step:3785/40500 train_loss:1.8383 aux_loss:0.0038 train_time:2737925ms step_avg:725.28ms
step:3786/40500 train_loss:1.9010 aux_loss:0.0035 train_time:2738646ms step_avg:725.28ms
step:3787/40500 train_loss:1.8193 aux_loss:0.0034 train_time:2739367ms step_avg:725.28ms
step:3788/40500 train_loss:1.8072 aux_loss:0.0036 train_time:2740087ms step_avg:725.27ms
step:3789/40500 train_loss:1.8379 aux_loss:0.0035 train_time:2740808ms step_avg:725.27ms
step:3790/40500 train_loss:1.8732 aux_loss:0.0034 train_time:2741528ms step_avg:725.27ms
step:3791/40500 train_loss:1.8559 aux_loss:0.0036 train_time:2742248ms step_avg:725.27ms
step:3792/40500 train_loss:1.8811 aux_loss:0.0036 train_time:2742968ms step_avg:725.27ms
step:3793/40500 train_loss:1.8771 aux_loss:0.0034 train_time:2743685ms step_avg:725.27ms
step:3794/40500 train_loss:1.7995 aux_loss:0.0035 train_time:2744404ms step_avg:725.27ms
step:3795/40500 train_loss:1.8631 aux_loss:0.0040 train_time:2745125ms step_avg:725.26ms
step:3796/40500 train_loss:1.8226 aux_loss:0.0036 train_time:2745846ms step_avg:725.26ms
step:3797/40500 train_loss:1.8619 aux_loss:0.0035 train_time:2746565ms step_avg:725.26ms
step:3798/40500 train_loss:1.8475 aux_loss:0.0038 train_time:2747286ms step_avg:725.26ms
step:3799/40500 train_loss:1.7695 aux_loss:0.0039 train_time:2748005ms step_avg:725.26ms
step:3800/40500 train_loss:1.8452 aux_loss:0.0042 train_time:2748725ms step_avg:725.26ms
step:3801/40500 train_loss:1.8782 aux_loss:0.0038 train_time:2749445ms step_avg:725.26ms
step:3802/40500 train_loss:1.8876 aux_loss:0.0038 train_time:2750165ms step_avg:725.25ms
step:3803/40500 train_loss:1.8411 aux_loss:0.0034 train_time:2750885ms step_avg:725.25ms
step:3804/40500 train_loss:1.8528 aux_loss:0.0037 train_time:2751605ms step_avg:725.25ms
step:3805/40500 train_loss:1.8294 aux_loss:0.0036 train_time:2752325ms step_avg:725.25ms
step:3806/40500 train_loss:1.8683 aux_loss:0.0032 train_time:2753046ms step_avg:725.25ms
step:3807/40500 train_loss:1.8846 aux_loss:0.0034 train_time:2753767ms step_avg:725.25ms
step:3808/40500 train_loss:1.8319 aux_loss:0.0038 train_time:2754488ms step_avg:725.25ms
step:3809/40500 train_loss:1.9019 aux_loss:0.0035 train_time:2755208ms step_avg:725.25ms
step:3810/40500 train_loss:1.7986 aux_loss:0.0035 train_time:2755929ms step_avg:725.24ms
step:3811/40500 train_loss:1.9484 aux_loss:0.0035 train_time:2756650ms step_avg:725.24ms
step:3812/40500 train_loss:1.8752 aux_loss:0.0038 train_time:2757371ms step_avg:725.24ms
step:3813/40500 train_loss:1.8276 aux_loss:0.0036 train_time:2758092ms step_avg:725.24ms
step:3814/40500 train_loss:1.8232 aux_loss:0.0035 train_time:2758815ms step_avg:725.24ms
step:3815/40500 train_loss:1.8278 aux_loss:0.0034 train_time:2759536ms step_avg:725.24ms
step:3816/40500 train_loss:1.9885 aux_loss:0.0038 train_time:2760258ms step_avg:725.24ms
step:3817/40500 train_loss:1.8464 aux_loss:0.0034 train_time:2760979ms step_avg:725.24ms
step:3818/40500 train_loss:1.8413 aux_loss:0.0036 train_time:2761700ms step_avg:725.24ms
step:3819/40500 train_loss:1.8117 aux_loss:0.0037 train_time:2762421ms step_avg:725.24ms
step:3820/40500 train_loss:1.8858 aux_loss:0.0038 train_time:2763142ms step_avg:725.23ms
step:3821/40500 train_loss:1.8523 aux_loss:0.0038 train_time:2763862ms step_avg:725.23ms
step:3822/40500 train_loss:1.8430 aux_loss:0.0044 train_time:2764582ms step_avg:725.23ms
step:3823/40500 train_loss:1.8063 aux_loss:0.0035 train_time:2765304ms step_avg:725.23ms
step:3824/40500 train_loss:1.8626 aux_loss:0.0033 train_time:2766023ms step_avg:725.23ms
step:3825/40500 train_loss:1.8769 aux_loss:0.0034 train_time:2766743ms step_avg:725.23ms
step:3826/40500 train_loss:1.8701 aux_loss:0.0052 train_time:2767464ms step_avg:725.23ms
step:3827/40500 train_loss:1.8135 aux_loss:0.0035 train_time:2768186ms step_avg:725.23ms
step:3828/40500 train_loss:1.8421 aux_loss:0.0035 train_time:2768907ms step_avg:725.22ms
step:3829/40500 train_loss:1.9024 aux_loss:0.0035 train_time:2769630ms step_avg:725.22ms
step:3830/40500 train_loss:1.7953 aux_loss:0.0034 train_time:2770352ms step_avg:725.22ms
step:3831/40500 train_loss:1.8418 aux_loss:0.0037 train_time:2771073ms step_avg:725.22ms
step:3832/40500 train_loss:1.8445 aux_loss:0.0037 train_time:2771794ms step_avg:725.22ms
step:3833/40500 train_loss:1.8454 aux_loss:0.0036 train_time:2772514ms step_avg:725.22ms
step:3834/40500 train_loss:1.8087 aux_loss:0.0037 train_time:2773236ms step_avg:725.22ms
step:3835/40500 train_loss:1.8896 aux_loss:0.0037 train_time:2773956ms step_avg:725.22ms
step:3836/40500 train_loss:1.8753 aux_loss:0.0035 train_time:2774676ms step_avg:725.22ms
step:3837/40500 train_loss:1.8213 aux_loss:0.0036 train_time:2775396ms step_avg:725.21ms
step:3838/40500 train_loss:1.8576 aux_loss:0.0039 train_time:2776115ms step_avg:725.21ms
step:3839/40500 train_loss:1.8456 aux_loss:0.0036 train_time:2776835ms step_avg:725.21ms
step:3840/40500 train_loss:1.8155 aux_loss:0.0034 train_time:2777556ms step_avg:725.21ms
step:3841/40500 train_loss:1.7585 aux_loss:0.0036 train_time:2778277ms step_avg:725.21ms
step:3842/40500 train_loss:1.8109 aux_loss:0.0036 train_time:2778998ms step_avg:725.21ms
step:3843/40500 train_loss:1.7860 aux_loss:0.0036 train_time:2779719ms step_avg:725.21ms
step:3844/40500 train_loss:1.8051 aux_loss:0.0038 train_time:2780439ms step_avg:725.21ms
step:3845/40500 train_loss:1.8827 aux_loss:0.0035 train_time:2781160ms step_avg:725.20ms
step:3846/40500 train_loss:1.8455 aux_loss:0.0035 train_time:2781881ms step_avg:725.20ms
step:3847/40500 train_loss:1.8535 aux_loss:0.0037 train_time:2782603ms step_avg:725.20ms
step:3848/40500 train_loss:1.7895 aux_loss:0.0033 train_time:2783323ms step_avg:725.20ms
step:3849/40500 train_loss:1.8572 aux_loss:0.0033 train_time:2784043ms step_avg:725.20ms
step:3850/40500 train_loss:1.8757 aux_loss:0.0037 train_time:2784768ms step_avg:725.20ms
step:3851/40500 train_loss:1.8305 aux_loss:0.0035 train_time:2785492ms step_avg:725.20ms
step:3852/40500 train_loss:1.8555 aux_loss:0.0041 train_time:2786211ms step_avg:725.20ms
step:3853/40500 train_loss:1.8737 aux_loss:0.0038 train_time:2786933ms step_avg:725.20ms
step:3854/40500 train_loss:1.8127 aux_loss:0.0038 train_time:2787652ms step_avg:725.20ms
step:3855/40500 train_loss:1.8352 aux_loss:0.0035 train_time:2788374ms step_avg:725.19ms
step:3856/40500 train_loss:1.8073 aux_loss:0.0035 train_time:2789094ms step_avg:725.19ms
step:3857/40500 train_loss:1.8867 aux_loss:0.0035 train_time:2789815ms step_avg:725.19ms
step:3858/40500 train_loss:1.9690 aux_loss:0.0036 train_time:2790537ms step_avg:725.19ms
step:3859/40500 train_loss:1.7622 aux_loss:0.0034 train_time:2791257ms step_avg:725.19ms
step:3860/40500 train_loss:1.8582 aux_loss:0.0034 train_time:2791978ms step_avg:725.19ms
step:3861/40500 train_loss:1.8697 aux_loss:0.0034 train_time:2792701ms step_avg:725.19ms
step:3862/40500 train_loss:1.8588 aux_loss:0.0036 train_time:2793422ms step_avg:725.19ms
step:3863/40500 train_loss:1.8435 aux_loss:0.0037 train_time:2794144ms step_avg:725.19ms
step:3864/40500 train_loss:1.8208 aux_loss:0.0034 train_time:2794867ms step_avg:725.19ms
step:3865/40500 train_loss:1.8398 aux_loss:0.0035 train_time:2795589ms step_avg:725.19ms
step:3866/40500 train_loss:1.8067 aux_loss:0.0036 train_time:2796310ms step_avg:725.18ms
step:3867/40500 train_loss:1.8399 aux_loss:0.0034 train_time:2797030ms step_avg:725.18ms
step:3868/40500 train_loss:1.8797 aux_loss:0.0037 train_time:2797752ms step_avg:725.18ms
step:3869/40500 train_loss:1.8086 aux_loss:0.0037 train_time:2798472ms step_avg:725.18ms
step:3870/40500 train_loss:1.8496 aux_loss:0.0038 train_time:2799192ms step_avg:725.18ms
step:3871/40500 train_loss:1.7947 aux_loss:0.0034 train_time:2799912ms step_avg:725.18ms
step:3872/40500 train_loss:1.7870 aux_loss:0.0035 train_time:2800634ms step_avg:725.18ms
step:3873/40500 train_loss:1.8465 aux_loss:0.0036 train_time:2801355ms step_avg:725.18ms
step:3874/40500 train_loss:1.8766 aux_loss:0.0034 train_time:2802075ms step_avg:725.17ms
step:3875/40500 train_loss:1.8469 aux_loss:0.0034 train_time:2802795ms step_avg:725.17ms
step:3876/40500 train_loss:1.9074 aux_loss:0.0035 train_time:2803520ms step_avg:725.17ms
step:3877/40500 train_loss:1.8315 aux_loss:0.0035 train_time:2804242ms step_avg:725.17ms
step:3878/40500 train_loss:1.8251 aux_loss:0.0034 train_time:2804963ms step_avg:725.17ms
step:3879/40500 train_loss:1.8647 aux_loss:0.0034 train_time:2805685ms step_avg:725.17ms
step:3880/40500 train_loss:1.8972 aux_loss:0.0034 train_time:2806407ms step_avg:725.17ms
step:3881/40500 train_loss:1.8801 aux_loss:0.0034 train_time:2807129ms step_avg:725.17ms
step:3882/40500 train_loss:1.8628 aux_loss:0.0034 train_time:2807850ms step_avg:725.17ms
step:3883/40500 train_loss:1.8297 aux_loss:0.0038 train_time:2808568ms step_avg:725.17ms
step:3884/40500 train_loss:1.8644 aux_loss:0.0037 train_time:2809289ms step_avg:725.16ms
step:3885/40500 train_loss:1.7858 aux_loss:0.0034 train_time:2810006ms step_avg:725.16ms
step:3886/40500 train_loss:1.8613 aux_loss:0.0037 train_time:2810728ms step_avg:725.16ms
step:3887/40500 train_loss:1.8913 aux_loss:0.0036 train_time:2811447ms step_avg:725.16ms
step:3888/40500 train_loss:1.8992 aux_loss:0.0034 train_time:2812169ms step_avg:725.16ms
step:3889/40500 train_loss:1.8040 aux_loss:0.0036 train_time:2812890ms step_avg:725.16ms
step:3890/40500 train_loss:1.7995 aux_loss:0.0038 train_time:2813610ms step_avg:725.16ms
step:3891/40500 train_loss:1.8271 aux_loss:0.0033 train_time:2814333ms step_avg:725.16ms
step:3892/40500 train_loss:1.8373 aux_loss:0.0035 train_time:2815054ms step_avg:725.16ms
step:3893/40500 train_loss:1.8637 aux_loss:0.0038 train_time:2815776ms step_avg:725.15ms
step:3894/40500 train_loss:1.7924 aux_loss:0.0039 train_time:2816498ms step_avg:725.15ms
step:3895/40500 train_loss:1.8014 aux_loss:0.0034 train_time:2817220ms step_avg:725.15ms
step:3896/40500 train_loss:1.8852 aux_loss:0.0035 train_time:2817942ms step_avg:725.15ms
step:3897/40500 train_loss:1.8706 aux_loss:0.0035 train_time:2818663ms step_avg:725.15ms
step:3898/40500 train_loss:1.8324 aux_loss:0.0033 train_time:2819382ms step_avg:725.15ms
step:3899/40500 train_loss:1.8672 aux_loss:0.0037 train_time:2820104ms step_avg:725.15ms
step:3900/40500 train_loss:1.7663 aux_loss:0.0035 train_time:2820824ms step_avg:725.15ms
step:3901/40500 train_loss:1.7975 aux_loss:0.0038 train_time:2821546ms step_avg:725.15ms
step:3902/40500 train_loss:1.7920 aux_loss:0.0037 train_time:2822268ms step_avg:725.15ms
step:3903/40500 train_loss:1.8971 aux_loss:0.0036 train_time:2822987ms step_avg:725.14ms
step:3904/40500 train_loss:1.8313 aux_loss:0.0039 train_time:2823707ms step_avg:725.14ms
step:3905/40500 train_loss:1.8357 aux_loss:0.0035 train_time:2824429ms step_avg:725.14ms
step:3906/40500 train_loss:1.8318 aux_loss:0.0033 train_time:2825152ms step_avg:725.14ms
step:3907/40500 train_loss:1.8552 aux_loss:0.0035 train_time:2825874ms step_avg:725.14ms
step:3908/40500 train_loss:1.8776 aux_loss:0.0034 train_time:2826593ms step_avg:725.14ms
step:3909/40500 train_loss:1.8128 aux_loss:0.0032 train_time:2827322ms step_avg:725.14ms
step:3910/40500 train_loss:1.8507 aux_loss:0.0035 train_time:2828041ms step_avg:725.14ms
step:3911/40500 train_loss:1.8826 aux_loss:0.0035 train_time:2828759ms step_avg:725.14ms
step:3912/40500 train_loss:1.8414 aux_loss:0.0033 train_time:2829479ms step_avg:725.14ms
step:3913/40500 train_loss:1.8678 aux_loss:0.0034 train_time:2830200ms step_avg:725.13ms
step:3914/40500 train_loss:1.8737 aux_loss:0.0038 train_time:2830920ms step_avg:725.13ms
step:3915/40500 train_loss:1.8431 aux_loss:0.0034 train_time:2831638ms step_avg:725.13ms
step:3916/40500 train_loss:1.8579 aux_loss:0.0036 train_time:2832360ms step_avg:725.13ms
step:3917/40500 train_loss:1.8348 aux_loss:0.0035 train_time:2833079ms step_avg:725.13ms
step:3918/40500 train_loss:1.8243 aux_loss:0.0034 train_time:2833799ms step_avg:725.13ms
step:3919/40500 train_loss:1.8069 aux_loss:0.0034 train_time:2834519ms step_avg:725.13ms
step:3920/40500 train_loss:1.8280 aux_loss:0.0038 train_time:2835240ms step_avg:725.13ms
step:3921/40500 train_loss:1.7659 aux_loss:0.0035 train_time:2835959ms step_avg:725.12ms
step:3922/40500 train_loss:1.8567 aux_loss:0.0035 train_time:2836678ms step_avg:725.12ms
step:3923/40500 train_loss:1.8677 aux_loss:0.0036 train_time:2837398ms step_avg:725.12ms
step:3924/40500 train_loss:1.7986 aux_loss:0.0035 train_time:2838118ms step_avg:725.12ms
step:3925/40500 train_loss:1.7861 aux_loss:0.0033 train_time:2838838ms step_avg:725.12ms
step:3926/40500 train_loss:1.8012 aux_loss:0.0035 train_time:2839557ms step_avg:725.12ms
step:3927/40500 train_loss:1.8494 aux_loss:0.0035 train_time:2840277ms step_avg:725.12ms
step:3928/40500 train_loss:1.8328 aux_loss:0.0034 train_time:2840998ms step_avg:725.11ms
step:3929/40500 train_loss:1.7869 aux_loss:0.0036 train_time:2841720ms step_avg:725.11ms
step:3930/40500 train_loss:1.8252 aux_loss:0.0035 train_time:2842440ms step_avg:725.11ms
step:3931/40500 train_loss:1.8269 aux_loss:0.0036 train_time:2843160ms step_avg:725.11ms
step:3932/40500 train_loss:1.8868 aux_loss:0.0035 train_time:2843881ms step_avg:725.11ms
step:3933/40500 train_loss:1.8769 aux_loss:0.0033 train_time:2844601ms step_avg:725.11ms
step:3934/40500 train_loss:1.8080 aux_loss:0.0032 train_time:2845320ms step_avg:725.11ms
step:3935/40500 train_loss:1.7525 aux_loss:0.0034 train_time:2846039ms step_avg:725.11ms
step:3936/40500 train_loss:1.8203 aux_loss:0.0036 train_time:2846760ms step_avg:725.10ms
step:3937/40500 train_loss:1.7314 aux_loss:0.0035 train_time:2847479ms step_avg:725.10ms
step:3938/40500 train_loss:1.8443 aux_loss:0.0033 train_time:2848198ms step_avg:725.10ms
step:3939/40500 train_loss:1.8300 aux_loss:0.0036 train_time:2848918ms step_avg:725.10ms
step:3940/40500 train_loss:1.7605 aux_loss:0.0036 train_time:2849640ms step_avg:725.10ms
step:3941/40500 train_loss:1.8790 aux_loss:0.0036 train_time:2850360ms step_avg:725.10ms
step:3942/40500 train_loss:1.8675 aux_loss:0.0034 train_time:2851079ms step_avg:725.10ms
step:3943/40500 train_loss:1.7996 aux_loss:0.0039 train_time:2851802ms step_avg:725.10ms
step:3944/40500 train_loss:1.7986 aux_loss:0.0036 train_time:2852523ms step_avg:725.09ms
step:3945/40500 train_loss:1.8907 aux_loss:0.0033 train_time:2853242ms step_avg:725.09ms
step:3946/40500 train_loss:1.8598 aux_loss:0.0037 train_time:2853959ms step_avg:725.09ms
step:3947/40500 train_loss:1.8383 aux_loss:0.0036 train_time:2854682ms step_avg:725.09ms
step:3948/40500 train_loss:1.8145 aux_loss:0.0038 train_time:2855403ms step_avg:725.09ms
step:3949/40500 train_loss:1.8825 aux_loss:0.0036 train_time:2856123ms step_avg:725.09ms
step:3950/40500 train_loss:1.8090 aux_loss:0.0035 train_time:2856845ms step_avg:725.09ms
step:3951/40500 train_loss:1.7978 aux_loss:0.0039 train_time:2857568ms step_avg:725.09ms
step:3952/40500 train_loss:1.7801 aux_loss:0.0036 train_time:2858288ms step_avg:725.09ms
step:3953/40500 train_loss:1.8732 aux_loss:0.0032 train_time:2859010ms step_avg:725.08ms
step:3954/40500 train_loss:1.8401 aux_loss:0.0035 train_time:2859731ms step_avg:725.08ms
step:3955/40500 train_loss:1.8066 aux_loss:0.0036 train_time:2860450ms step_avg:725.08ms
step:3956/40500 train_loss:1.8437 aux_loss:0.0032 train_time:2861170ms step_avg:725.08ms
step:3957/40500 train_loss:1.8863 aux_loss:0.0033 train_time:2861892ms step_avg:725.08ms
step:3958/40500 train_loss:1.8886 aux_loss:0.0038 train_time:2862612ms step_avg:725.08ms
step:3959/40500 train_loss:1.8342 aux_loss:0.0036 train_time:2863330ms step_avg:725.08ms
step:3960/40500 train_loss:1.8294 aux_loss:0.0034 train_time:2864050ms step_avg:725.08ms
step:3961/40500 train_loss:1.8376 aux_loss:0.0037 train_time:2864771ms step_avg:725.07ms
step:3962/40500 train_loss:1.8289 aux_loss:0.0034 train_time:2865492ms step_avg:725.07ms
step:3963/40500 train_loss:1.8576 aux_loss:0.0031 train_time:2866212ms step_avg:725.07ms
step:3964/40500 train_loss:1.8081 aux_loss:0.0036 train_time:2866930ms step_avg:725.07ms
step:3965/40500 train_loss:1.7921 aux_loss:0.0038 train_time:2867650ms step_avg:725.07ms
step:3966/40500 train_loss:1.8727 aux_loss:0.0036 train_time:2868369ms step_avg:725.07ms
step:3967/40500 train_loss:1.8651 aux_loss:0.0034 train_time:2869090ms step_avg:725.07ms
step:3968/40500 train_loss:1.8572 aux_loss:0.0037 train_time:2869810ms step_avg:725.07ms
step:3969/40500 train_loss:1.8271 aux_loss:0.0036 train_time:2870532ms step_avg:725.06ms
step:3970/40500 train_loss:1.7708 aux_loss:0.0033 train_time:2871252ms step_avg:725.06ms
step:3971/40500 train_loss:1.8264 aux_loss:0.0034 train_time:2871971ms step_avg:725.06ms
step:3972/40500 train_loss:1.8481 aux_loss:0.0037 train_time:2872691ms step_avg:725.06ms
step:3973/40500 train_loss:1.8061 aux_loss:0.0036 train_time:2873411ms step_avg:725.06ms
step:3974/40500 train_loss:1.9038 aux_loss:0.0037 train_time:2874133ms step_avg:725.06ms
step:3975/40500 train_loss:1.8570 aux_loss:0.0034 train_time:2874853ms step_avg:725.06ms
step:3976/40500 train_loss:1.8489 aux_loss:0.0041 train_time:2875575ms step_avg:725.06ms
step:3977/40500 train_loss:1.8101 aux_loss:0.0036 train_time:2876297ms step_avg:725.06ms
step:3978/40500 train_loss:1.8862 aux_loss:0.0033 train_time:2877019ms step_avg:725.06ms
step:3979/40500 train_loss:1.8077 aux_loss:0.0037 train_time:2877740ms step_avg:725.05ms
step:3980/40500 train_loss:1.8297 aux_loss:0.0089 train_time:2878463ms step_avg:725.05ms
step:3981/40500 train_loss:1.8070 aux_loss:0.0037 train_time:2879184ms step_avg:725.05ms
step:3982/40500 train_loss:1.8100 aux_loss:0.0038 train_time:2879907ms step_avg:725.05ms
step:3983/40500 train_loss:1.8364 aux_loss:0.0038 train_time:2880626ms step_avg:725.05ms
step:3984/40500 train_loss:1.8283 aux_loss:0.0035 train_time:2881346ms step_avg:725.05ms
step:3985/40500 train_loss:1.8141 aux_loss:0.0038 train_time:2882065ms step_avg:725.05ms
step:3986/40500 train_loss:1.7891 aux_loss:0.0038 train_time:2882785ms step_avg:725.05ms
step:3987/40500 train_loss:1.8924 aux_loss:0.0034 train_time:2883504ms step_avg:725.04ms
step:3988/40500 train_loss:1.8031 aux_loss:0.0034 train_time:2884224ms step_avg:725.04ms
step:3989/40500 train_loss:1.8025 aux_loss:0.0038 train_time:2884944ms step_avg:725.04ms
step:3990/40500 train_loss:1.7386 aux_loss:0.0037 train_time:2885664ms step_avg:725.04ms
step:3991/40500 train_loss:1.8494 aux_loss:0.0032 train_time:2886386ms step_avg:725.04ms
step:3992/40500 train_loss:1.8445 aux_loss:0.0035 train_time:2887105ms step_avg:725.04ms
step:3993/40500 train_loss:1.8451 aux_loss:0.0038 train_time:2887824ms step_avg:725.04ms
step:3994/40500 train_loss:1.8683 aux_loss:0.0035 train_time:2888544ms step_avg:725.04ms
step:3995/40500 train_loss:1.8016 aux_loss:0.0034 train_time:2889263ms step_avg:725.03ms
step:3996/40500 train_loss:1.8407 aux_loss:0.0034 train_time:2889983ms step_avg:725.03ms
step:3997/40500 train_loss:1.8093 aux_loss:0.0034 train_time:2890704ms step_avg:725.03ms
step:3998/40500 train_loss:1.8192 aux_loss:0.0033 train_time:2891423ms step_avg:725.03ms
step:3999/40500 train_loss:1.8447 aux_loss:0.0036 train_time:2892144ms step_avg:725.03ms
step:4000/40500 train_loss:1.8362 aux_loss:0.0037 train_time:2892863ms step_avg:725.03ms
step:4000/40500 val_loss:1.8264 val_aux_loss:0.0035 train_time:2892864ms step_avg:725.03ms
step:4001/40500 train_loss:1.8636 aux_loss:0.0036 train_time:2893587ms step_avg:725.03ms
step:4002/40500 train_loss:1.8607 aux_loss:0.0035 train_time:2894308ms step_avg:725.03ms
step:4003/40500 train_loss:1.8328 aux_loss:0.0035 train_time:2895031ms step_avg:725.03ms
step:4004/40500 train_loss:1.7952 aux_loss:0.0035 train_time:2895752ms step_avg:725.03ms
step:4005/40500 train_loss:1.7891 aux_loss:0.0037 train_time:2896473ms step_avg:725.02ms
step:4006/40500 train_loss:1.8099 aux_loss:0.0036 train_time:2897193ms step_avg:725.02ms
step:4007/40500 train_loss:1.8716 aux_loss:0.0032 train_time:2897915ms step_avg:725.02ms
step:4008/40500 train_loss:1.7848 aux_loss:0.0036 train_time:2898636ms step_avg:725.02ms
step:4009/40500 train_loss:1.8172 aux_loss:0.0035 train_time:2899358ms step_avg:725.02ms
step:4010/40500 train_loss:1.8543 aux_loss:0.0032 train_time:2900080ms step_avg:725.02ms
step:4011/40500 train_loss:1.9054 aux_loss:0.0033 train_time:2900801ms step_avg:725.02ms
step:4012/40500 train_loss:1.8821 aux_loss:0.0035 train_time:2901521ms step_avg:725.02ms
step:4013/40500 train_loss:1.9083 aux_loss:0.0035 train_time:2902240ms step_avg:725.02ms
step:4014/40500 train_loss:1.8142 aux_loss:0.0038 train_time:2902961ms step_avg:725.02ms
step:4015/40500 train_loss:1.8387 aux_loss:0.0035 train_time:2903680ms step_avg:725.01ms
step:4016/40500 train_loss:1.7936 aux_loss:0.0033 train_time:2904401ms step_avg:725.01ms
step:4017/40500 train_loss:1.8064 aux_loss:0.0036 train_time:2905121ms step_avg:725.01ms
step:4018/40500 train_loss:1.7650 aux_loss:0.0035 train_time:2905840ms step_avg:725.01ms
step:4019/40500 train_loss:1.8297 aux_loss:0.0033 train_time:2906559ms step_avg:725.01ms
step:4020/40500 train_loss:1.8011 aux_loss:0.0035 train_time:2907279ms step_avg:725.01ms
step:4021/40500 train_loss:1.7975 aux_loss:0.0034 train_time:2907998ms step_avg:725.01ms
step:4022/40500 train_loss:1.8168 aux_loss:0.0036 train_time:2908720ms step_avg:725.00ms
step:4023/40500 train_loss:1.8878 aux_loss:0.0036 train_time:2909439ms step_avg:725.00ms
step:4024/40500 train_loss:1.7785 aux_loss:0.0034 train_time:2910154ms step_avg:725.00ms
step:4025/40500 train_loss:1.8143 aux_loss:0.0036 train_time:2910877ms step_avg:725.00ms
step:4026/40500 train_loss:1.8240 aux_loss:0.0037 train_time:2911598ms step_avg:725.00ms
step:4027/40500 train_loss:1.8815 aux_loss:0.0034 train_time:2912318ms step_avg:725.00ms
step:4028/40500 train_loss:1.8131 aux_loss:0.0035 train_time:2913037ms step_avg:725.00ms
step:4029/40500 train_loss:1.8517 aux_loss:0.0034 train_time:2913758ms step_avg:725.00ms
step:4030/40500 train_loss:1.8409 aux_loss:0.0034 train_time:2914479ms step_avg:724.99ms
step:4031/40500 train_loss:1.8765 aux_loss:0.0037 train_time:2915198ms step_avg:724.99ms
step:4032/40500 train_loss:1.8529 aux_loss:0.0036 train_time:2915918ms step_avg:724.99ms
step:4033/40500 train_loss:1.8414 aux_loss:0.0035 train_time:2916638ms step_avg:724.99ms
step:4034/40500 train_loss:1.8555 aux_loss:0.0036 train_time:2917358ms step_avg:724.99ms
step:4035/40500 train_loss:1.8578 aux_loss:0.0033 train_time:2918077ms step_avg:724.99ms
step:4036/40500 train_loss:1.8011 aux_loss:0.0034 train_time:2918798ms step_avg:724.99ms
step:4037/40500 train_loss:1.8384 aux_loss:0.0037 train_time:2919518ms step_avg:724.99ms
step:4038/40500 train_loss:1.8288 aux_loss:0.0033 train_time:2920237ms step_avg:724.98ms
step:4039/40500 train_loss:1.8907 aux_loss:0.0035 train_time:2920957ms step_avg:724.98ms
step:4040/40500 train_loss:1.7929 aux_loss:0.0036 train_time:2921676ms step_avg:724.98ms
step:4041/40500 train_loss:1.8377 aux_loss:0.0036 train_time:2922396ms step_avg:724.98ms
step:4042/40500 train_loss:1.8310 aux_loss:0.0035 train_time:2923116ms step_avg:724.98ms
step:4043/40500 train_loss:1.8198 aux_loss:0.0035 train_time:2923838ms step_avg:724.98ms
step:4044/40500 train_loss:1.8105 aux_loss:0.0034 train_time:2924559ms step_avg:724.98ms
step:4045/40500 train_loss:1.8021 aux_loss:0.0035 train_time:2925280ms step_avg:724.98ms
step:4046/40500 train_loss:1.7985 aux_loss:0.0035 train_time:2926002ms step_avg:724.98ms
step:4047/40500 train_loss:1.8125 aux_loss:0.0034 train_time:2926722ms step_avg:724.97ms
step:4048/40500 train_loss:1.8566 aux_loss:0.0035 train_time:2927444ms step_avg:724.97ms
step:4049/40500 train_loss:1.8494 aux_loss:0.0033 train_time:2928166ms step_avg:724.97ms
step:4050/40500 train_loss:1.7643 aux_loss:0.0037 train_time:2928888ms step_avg:724.97ms
step:4051/40500 train_loss:1.8187 aux_loss:0.0036 train_time:2929611ms step_avg:724.97ms
step:4052/40500 train_loss:1.8865 aux_loss:0.0032 train_time:2930331ms step_avg:724.97ms
step:4053/40500 train_loss:1.8082 aux_loss:0.0036 train_time:2931052ms step_avg:724.97ms
step:4054/40500 train_loss:1.8228 aux_loss:0.0039 train_time:2931772ms step_avg:724.97ms
step:4055/40500 train_loss:1.8355 aux_loss:0.0034 train_time:2932493ms step_avg:724.97ms
step:4056/40500 train_loss:1.7535 aux_loss:0.0036 train_time:2933213ms step_avg:724.97ms
step:4057/40500 train_loss:1.8629 aux_loss:0.0036 train_time:2933933ms step_avg:724.96ms
step:4058/40500 train_loss:1.8449 aux_loss:0.0034 train_time:2934652ms step_avg:724.96ms
step:4059/40500 train_loss:1.8648 aux_loss:0.0034 train_time:2935372ms step_avg:724.96ms
step:4060/40500 train_loss:1.8158 aux_loss:0.0037 train_time:2936093ms step_avg:724.96ms
step:4061/40500 train_loss:1.8186 aux_loss:0.0031 train_time:2936814ms step_avg:724.96ms
step:4062/40500 train_loss:1.8747 aux_loss:0.0031 train_time:2937534ms step_avg:724.96ms
step:4063/40500 train_loss:1.8130 aux_loss:0.0034 train_time:2938257ms step_avg:724.96ms
step:4064/40500 train_loss:1.7972 aux_loss:0.0036 train_time:2938978ms step_avg:724.96ms
step:4065/40500 train_loss:1.8305 aux_loss:0.0034 train_time:2939698ms step_avg:724.96ms
step:4066/40500 train_loss:1.7747 aux_loss:0.0035 train_time:2940420ms step_avg:724.96ms
step:4067/40500 train_loss:1.7968 aux_loss:0.0036 train_time:2941141ms step_avg:724.95ms
step:4068/40500 train_loss:1.7981 aux_loss:0.0037 train_time:2941864ms step_avg:724.95ms
step:4069/40500 train_loss:1.7811 aux_loss:0.0038 train_time:2942586ms step_avg:724.95ms
step:4070/40500 train_loss:1.7601 aux_loss:0.0041 train_time:2943307ms step_avg:724.95ms
step:4071/40500 train_loss:1.8679 aux_loss:0.0037 train_time:2944027ms step_avg:724.95ms
step:4072/40500 train_loss:1.7931 aux_loss:0.0036 train_time:2944748ms step_avg:724.95ms
step:4073/40500 train_loss:1.8667 aux_loss:0.0035 train_time:2945468ms step_avg:724.95ms
step:4074/40500 train_loss:1.8027 aux_loss:0.0034 train_time:2946188ms step_avg:724.95ms
step:4075/40500 train_loss:1.8854 aux_loss:0.0033 train_time:2946908ms step_avg:724.95ms
step:4076/40500 train_loss:1.8494 aux_loss:0.0033 train_time:2947631ms step_avg:724.95ms
step:4077/40500 train_loss:1.8017 aux_loss:0.0035 train_time:2948353ms step_avg:724.95ms
step:4078/40500 train_loss:1.8123 aux_loss:0.0034 train_time:2949074ms step_avg:724.94ms
step:4079/40500 train_loss:1.8094 aux_loss:0.0033 train_time:2949797ms step_avg:724.94ms
step:4080/40500 train_loss:1.7942 aux_loss:0.0032 train_time:2950517ms step_avg:724.94ms
step:4081/40500 train_loss:1.8787 aux_loss:0.0035 train_time:2951242ms step_avg:724.94ms
step:4082/40500 train_loss:1.7723 aux_loss:0.0039 train_time:2951963ms step_avg:724.94ms
step:4083/40500 train_loss:1.8373 aux_loss:0.0034 train_time:2952684ms step_avg:724.94ms
step:4084/40500 train_loss:1.8831 aux_loss:0.0036 train_time:2953406ms step_avg:724.94ms
step:4085/40500 train_loss:1.8784 aux_loss:0.0037 train_time:2954126ms step_avg:724.94ms
step:4086/40500 train_loss:1.8239 aux_loss:0.0035 train_time:2954846ms step_avg:724.94ms
step:4087/40500 train_loss:1.8545 aux_loss:0.0036 train_time:2955567ms step_avg:724.94ms
step:4088/40500 train_loss:1.9041 aux_loss:0.0036 train_time:2956287ms step_avg:724.94ms
step:4089/40500 train_loss:1.8455 aux_loss:0.0033 train_time:2957009ms step_avg:724.93ms
step:4090/40500 train_loss:1.7712 aux_loss:0.0034 train_time:2957731ms step_avg:724.93ms
step:4091/40500 train_loss:1.8213 aux_loss:0.0036 train_time:2958451ms step_avg:724.93ms
step:4092/40500 train_loss:1.8064 aux_loss:0.0033 train_time:2959172ms step_avg:724.93ms
step:4093/40500 train_loss:1.8653 aux_loss:0.0036 train_time:2959892ms step_avg:724.93ms
step:4094/40500 train_loss:1.8316 aux_loss:0.0035 train_time:2960615ms step_avg:724.93ms
step:4095/40500 train_loss:1.8048 aux_loss:0.0033 train_time:2961337ms step_avg:724.93ms
step:4096/40500 train_loss:1.8409 aux_loss:0.0034 train_time:2962060ms step_avg:724.93ms
step:4097/40500 train_loss:1.8293 aux_loss:0.0032 train_time:2962783ms step_avg:724.93ms
step:4098/40500 train_loss:1.8276 aux_loss:0.0036 train_time:2963502ms step_avg:724.93ms
step:4099/40500 train_loss:1.8406 aux_loss:0.0033 train_time:2964222ms step_avg:724.93ms
step:4100/40500 train_loss:1.7522 aux_loss:0.0035 train_time:2964945ms step_avg:724.93ms
step:4101/40500 train_loss:1.8145 aux_loss:0.0038 train_time:2965666ms step_avg:724.92ms
step:4102/40500 train_loss:1.8145 aux_loss:0.0035 train_time:2966388ms step_avg:724.92ms
step:4103/40500 train_loss:1.8132 aux_loss:0.0037 train_time:2967109ms step_avg:724.92ms
step:4104/40500 train_loss:1.8484 aux_loss:0.0037 train_time:2967830ms step_avg:724.92ms
step:4105/40500 train_loss:1.8200 aux_loss:0.0035 train_time:2968550ms step_avg:724.92ms
step:4106/40500 train_loss:1.8576 aux_loss:0.0034 train_time:2969270ms step_avg:724.92ms
step:4107/40500 train_loss:1.7817 aux_loss:0.0034 train_time:2969990ms step_avg:724.92ms
step:4108/40500 train_loss:1.8196 aux_loss:0.0037 train_time:2970709ms step_avg:724.92ms
step:4109/40500 train_loss:1.8345 aux_loss:0.0036 train_time:2971429ms step_avg:724.92ms
step:4110/40500 train_loss:1.8691 aux_loss:0.0034 train_time:2972152ms step_avg:724.92ms
step:4111/40500 train_loss:1.8528 aux_loss:0.0035 train_time:2972874ms step_avg:724.91ms
step:4112/40500 train_loss:1.7953 aux_loss:0.0033 train_time:2973594ms step_avg:724.91ms
step:4113/40500 train_loss:1.8006 aux_loss:0.0037 train_time:2974314ms step_avg:724.91ms
step:4114/40500 train_loss:1.8386 aux_loss:0.0036 train_time:2975037ms step_avg:724.91ms
step:4115/40500 train_loss:1.8801 aux_loss:0.0031 train_time:2975759ms step_avg:724.91ms
step:4116/40500 train_loss:1.8559 aux_loss:0.0033 train_time:2976480ms step_avg:724.91ms
step:4117/40500 train_loss:1.8535 aux_loss:0.0033 train_time:2977202ms step_avg:724.91ms
step:4118/40500 train_loss:1.8009 aux_loss:0.0034 train_time:2977923ms step_avg:724.91ms
step:4119/40500 train_loss:1.8212 aux_loss:0.0034 train_time:2978641ms step_avg:724.91ms
step:4120/40500 train_loss:1.8267 aux_loss:0.0037 train_time:2979363ms step_avg:724.91ms
step:4121/40500 train_loss:1.8188 aux_loss:0.0032 train_time:2980084ms step_avg:724.90ms
step:4122/40500 train_loss:1.7908 aux_loss:0.0036 train_time:2980806ms step_avg:724.90ms
step:4123/40500 train_loss:1.7962 aux_loss:0.0034 train_time:2981529ms step_avg:724.90ms
step:4124/40500 train_loss:1.8713 aux_loss:0.0034 train_time:2982251ms step_avg:724.90ms
step:4125/40500 train_loss:1.8172 aux_loss:0.0035 train_time:2982974ms step_avg:724.90ms
step:4126/40500 train_loss:1.8028 aux_loss:0.0035 train_time:2983696ms step_avg:724.90ms
step:4127/40500 train_loss:1.8204 aux_loss:0.0036 train_time:2984417ms step_avg:724.90ms
step:4128/40500 train_loss:1.8381 aux_loss:0.0035 train_time:2985139ms step_avg:724.90ms
step:4129/40500 train_loss:1.8178 aux_loss:0.0038 train_time:2985859ms step_avg:724.90ms
step:4130/40500 train_loss:1.8189 aux_loss:0.0035 train_time:2986580ms step_avg:724.90ms
step:4131/40500 train_loss:1.8267 aux_loss:0.0034 train_time:2987302ms step_avg:724.90ms
step:4132/40500 train_loss:1.8267 aux_loss:0.0036 train_time:2988021ms step_avg:724.90ms
step:4133/40500 train_loss:1.8131 aux_loss:0.0034 train_time:2988744ms step_avg:724.90ms
step:4134/40500 train_loss:1.8363 aux_loss:0.0035 train_time:2989465ms step_avg:724.89ms
step:4135/40500 train_loss:1.7467 aux_loss:0.0036 train_time:2990186ms step_avg:724.89ms
step:4136/40500 train_loss:1.8072 aux_loss:0.0033 train_time:2990909ms step_avg:724.89ms
step:4137/40500 train_loss:1.8378 aux_loss:0.0034 train_time:2991631ms step_avg:724.89ms
step:4138/40500 train_loss:1.7779 aux_loss:0.0036 train_time:2992352ms step_avg:724.89ms
step:4139/40500 train_loss:1.7987 aux_loss:0.0032 train_time:2993072ms step_avg:724.89ms
step:4140/40500 train_loss:1.8381 aux_loss:0.0034 train_time:2993795ms step_avg:724.89ms
step:4141/40500 train_loss:1.7502 aux_loss:0.0034 train_time:2994516ms step_avg:724.89ms
step:4142/40500 train_loss:1.7446 aux_loss:0.0033 train_time:2995237ms step_avg:724.89ms
step:4143/40500 train_loss:1.8049 aux_loss:0.0034 train_time:2995956ms step_avg:724.89ms
step:4144/40500 train_loss:1.7885 aux_loss:0.0034 train_time:2996676ms step_avg:724.89ms
step:4145/40500 train_loss:1.8490 aux_loss:0.0035 train_time:2997397ms step_avg:724.88ms
step:4146/40500 train_loss:1.8146 aux_loss:0.0037 train_time:2998117ms step_avg:724.88ms
step:4147/40500 train_loss:1.8371 aux_loss:0.0034 train_time:2998837ms step_avg:724.88ms
step:4148/40500 train_loss:1.7672 aux_loss:0.0036 train_time:2999556ms step_avg:724.88ms
step:4149/40500 train_loss:1.8811 aux_loss:0.0037 train_time:3000276ms step_avg:724.88ms
step:4150/40500 train_loss:1.7670 aux_loss:0.0033 train_time:3000995ms step_avg:724.88ms
step:4151/40500 train_loss:1.8517 aux_loss:0.0036 train_time:3001713ms step_avg:724.88ms
step:4152/40500 train_loss:1.8628 aux_loss:0.0032 train_time:3002433ms step_avg:724.88ms
step:4153/40500 train_loss:1.8167 aux_loss:0.0033 train_time:3003152ms step_avg:724.87ms
step:4154/40500 train_loss:1.8156 aux_loss:0.0035 train_time:3003872ms step_avg:724.87ms
step:4155/40500 train_loss:1.8519 aux_loss:0.0035 train_time:3004594ms step_avg:724.87ms
step:4156/40500 train_loss:1.8428 aux_loss:0.0033 train_time:3005315ms step_avg:724.87ms
step:4157/40500 train_loss:1.7764 aux_loss:0.0035 train_time:3006033ms step_avg:724.87ms
step:4158/40500 train_loss:1.8095 aux_loss:0.0034 train_time:3006752ms step_avg:724.87ms
step:4159/40500 train_loss:1.7962 aux_loss:0.0033 train_time:3007471ms step_avg:724.87ms
step:4160/40500 train_loss:1.8162 aux_loss:0.0034 train_time:3008190ms step_avg:724.87ms
step:4161/40500 train_loss:1.9017 aux_loss:0.0033 train_time:3008910ms step_avg:724.86ms
step:4162/40500 train_loss:1.7813 aux_loss:0.0035 train_time:3009630ms step_avg:724.86ms
step:4163/40500 train_loss:1.8645 aux_loss:0.0037 train_time:3010351ms step_avg:724.86ms
step:4164/40500 train_loss:1.8151 aux_loss:0.0033 train_time:3011070ms step_avg:724.86ms
step:4165/40500 train_loss:1.7892 aux_loss:0.0034 train_time:3011790ms step_avg:724.86ms
step:4166/40500 train_loss:1.7840 aux_loss:0.0035 train_time:3012510ms step_avg:724.86ms
step:4167/40500 train_loss:1.8455 aux_loss:0.0033 train_time:3013229ms step_avg:724.86ms
step:4168/40500 train_loss:1.8200 aux_loss:0.0034 train_time:3013950ms step_avg:724.86ms
step:4169/40500 train_loss:1.8503 aux_loss:0.0035 train_time:3014669ms step_avg:724.85ms
step:4170/40500 train_loss:1.8078 aux_loss:0.0036 train_time:3015389ms step_avg:724.85ms
step:4171/40500 train_loss:1.8391 aux_loss:0.0034 train_time:3016110ms step_avg:724.85ms
step:4172/40500 train_loss:1.8478 aux_loss:0.0033 train_time:3016829ms step_avg:724.85ms
step:4173/40500 train_loss:1.8188 aux_loss:0.0031 train_time:3017548ms step_avg:724.85ms
step:4174/40500 train_loss:1.8409 aux_loss:0.0033 train_time:3018270ms step_avg:724.85ms
step:4175/40500 train_loss:1.8449 aux_loss:0.0038 train_time:3018990ms step_avg:724.85ms
step:4176/40500 train_loss:1.8291 aux_loss:0.0032 train_time:3019711ms step_avg:724.85ms
step:4177/40500 train_loss:1.8070 aux_loss:0.0030 train_time:3020433ms step_avg:724.85ms
step:4178/40500 train_loss:1.8356 aux_loss:0.0038 train_time:3021153ms step_avg:724.84ms
step:4179/40500 train_loss:1.7798 aux_loss:0.0037 train_time:3021878ms step_avg:724.84ms
step:4180/40500 train_loss:1.8674 aux_loss:0.0034 train_time:3022601ms step_avg:724.84ms
step:4181/40500 train_loss:1.8248 aux_loss:0.0032 train_time:3023324ms step_avg:724.84ms
step:4182/40500 train_loss:1.8294 aux_loss:0.0035 train_time:3024043ms step_avg:724.84ms
step:4183/40500 train_loss:1.8680 aux_loss:0.0035 train_time:3024765ms step_avg:724.84ms
step:4184/40500 train_loss:1.8561 aux_loss:0.0033 train_time:3025487ms step_avg:724.84ms
step:4185/40500 train_loss:1.8261 aux_loss:0.0031 train_time:3026207ms step_avg:724.84ms
step:4186/40500 train_loss:1.9068 aux_loss:0.0033 train_time:3026928ms step_avg:724.84ms
step:4187/40500 train_loss:1.8055 aux_loss:0.0036 train_time:3027651ms step_avg:724.84ms
step:4188/40500 train_loss:1.8456 aux_loss:0.0034 train_time:3028372ms step_avg:724.84ms
step:4189/40500 train_loss:1.8048 aux_loss:0.0034 train_time:3029092ms step_avg:724.84ms
step:4190/40500 train_loss:1.7512 aux_loss:0.0033 train_time:3029816ms step_avg:724.84ms
step:4191/40500 train_loss:1.8384 aux_loss:0.0035 train_time:3030538ms step_avg:724.84ms
step:4192/40500 train_loss:1.7650 aux_loss:0.0033 train_time:3031259ms step_avg:724.83ms
step:4193/40500 train_loss:1.8510 aux_loss:0.0034 train_time:3031979ms step_avg:724.83ms
step:4194/40500 train_loss:1.8741 aux_loss:0.0033 train_time:3032701ms step_avg:724.83ms
step:4195/40500 train_loss:1.8204 aux_loss:0.0033 train_time:3033424ms step_avg:724.83ms
step:4196/40500 train_loss:1.8640 aux_loss:0.0034 train_time:3034144ms step_avg:724.83ms
step:4197/40500 train_loss:1.8225 aux_loss:0.0036 train_time:3034864ms step_avg:724.83ms
step:4198/40500 train_loss:1.8276 aux_loss:0.0033 train_time:3035584ms step_avg:724.83ms
step:4199/40500 train_loss:1.8735 aux_loss:0.0035 train_time:3036304ms step_avg:724.83ms
step:4200/40500 train_loss:1.8232 aux_loss:0.0039 train_time:3037025ms step_avg:724.83ms
step:4201/40500 train_loss:1.8235 aux_loss:0.0033 train_time:3037745ms step_avg:724.83ms
step:4202/40500 train_loss:1.8172 aux_loss:0.0038 train_time:3038465ms step_avg:724.82ms
step:4203/40500 train_loss:1.8460 aux_loss:0.0030 train_time:3039185ms step_avg:724.82ms
step:4204/40500 train_loss:1.8334 aux_loss:0.0034 train_time:3039904ms step_avg:724.82ms
step:4205/40500 train_loss:1.7817 aux_loss:0.0035 train_time:3040624ms step_avg:724.82ms
step:4206/40500 train_loss:1.7532 aux_loss:0.0033 train_time:3041343ms step_avg:724.82ms
step:4207/40500 train_loss:1.7951 aux_loss:0.0033 train_time:3042063ms step_avg:724.82ms
step:4208/40500 train_loss:1.8314 aux_loss:0.0037 train_time:3042782ms step_avg:724.82ms
step:4209/40500 train_loss:1.8244 aux_loss:0.0034 train_time:3043504ms step_avg:724.82ms
step:4210/40500 train_loss:1.8104 aux_loss:0.0032 train_time:3044224ms step_avg:724.82ms
step:4211/40500 train_loss:1.8382 aux_loss:0.0037 train_time:3044941ms step_avg:724.81ms
step:4212/40500 train_loss:1.8008 aux_loss:0.0038 train_time:3045661ms step_avg:724.81ms
step:4213/40500 train_loss:1.7725 aux_loss:0.0038 train_time:3046381ms step_avg:724.81ms
step:4214/40500 train_loss:1.7949 aux_loss:0.0036 train_time:3047099ms step_avg:724.81ms
step:4215/40500 train_loss:1.8153 aux_loss:0.0032 train_time:3047819ms step_avg:724.81ms
step:4216/40500 train_loss:1.9134 aux_loss:0.0034 train_time:3048539ms step_avg:724.81ms
step:4217/40500 train_loss:1.8417 aux_loss:0.0037 train_time:3049259ms step_avg:724.81ms
step:4218/40500 train_loss:1.7937 aux_loss:0.0031 train_time:3049980ms step_avg:724.81ms
step:4219/40500 train_loss:1.8226 aux_loss:0.0033 train_time:3050699ms step_avg:724.80ms
step:4220/40500 train_loss:1.8554 aux_loss:0.0033 train_time:3051419ms step_avg:724.80ms
step:4221/40500 train_loss:1.8113 aux_loss:0.0035 train_time:3052138ms step_avg:724.80ms
step:4222/40500 train_loss:1.8194 aux_loss:0.0033 train_time:3052858ms step_avg:724.80ms
step:4223/40500 train_loss:1.8161 aux_loss:0.0032 train_time:3053578ms step_avg:724.80ms
step:4224/40500 train_loss:1.7866 aux_loss:0.0031 train_time:3054298ms step_avg:724.80ms
step:4225/40500 train_loss:1.7880 aux_loss:0.0033 train_time:3055018ms step_avg:724.80ms
step:4226/40500 train_loss:1.9129 aux_loss:0.0035 train_time:3055736ms step_avg:724.80ms
step:4227/40500 train_loss:1.7491 aux_loss:0.0033 train_time:3056458ms step_avg:724.79ms
step:4228/40500 train_loss:1.8156 aux_loss:0.0035 train_time:3057177ms step_avg:724.79ms
step:4229/40500 train_loss:1.8302 aux_loss:0.0035 train_time:3057896ms step_avg:724.79ms
step:4230/40500 train_loss:1.7322 aux_loss:0.0035 train_time:3058617ms step_avg:724.79ms
step:4231/40500 train_loss:1.8582 aux_loss:0.0035 train_time:3059338ms step_avg:724.79ms
step:4232/40500 train_loss:1.7907 aux_loss:0.0035 train_time:3060057ms step_avg:724.79ms
step:4233/40500 train_loss:1.8160 aux_loss:0.0036 train_time:3060776ms step_avg:724.79ms
step:4234/40500 train_loss:1.8954 aux_loss:0.0033 train_time:3061497ms step_avg:724.79ms
step:4235/40500 train_loss:1.7543 aux_loss:0.0035 train_time:3062216ms step_avg:724.78ms
step:4236/40500 train_loss:1.8129 aux_loss:0.0037 train_time:3062936ms step_avg:724.78ms
step:4237/40500 train_loss:1.8728 aux_loss:0.0031 train_time:3063657ms step_avg:724.78ms
step:4238/40500 train_loss:1.8651 aux_loss:0.0030 train_time:3064377ms step_avg:724.78ms
step:4239/40500 train_loss:1.8289 aux_loss:0.0035 train_time:3065096ms step_avg:724.78ms
step:4240/40500 train_loss:1.7604 aux_loss:0.0036 train_time:3065817ms step_avg:724.78ms
step:4241/40500 train_loss:1.8595 aux_loss:0.0033 train_time:3066537ms step_avg:724.78ms
step:4242/40500 train_loss:1.8230 aux_loss:0.0034 train_time:3067257ms step_avg:724.78ms
step:4243/40500 train_loss:1.8556 aux_loss:0.0034 train_time:3067977ms step_avg:724.78ms
step:4244/40500 train_loss:1.7678 aux_loss:0.0032 train_time:3068698ms step_avg:724.78ms
step:4245/40500 train_loss:1.8211 aux_loss:0.0035 train_time:3069418ms step_avg:724.77ms
step:4246/40500 train_loss:1.8408 aux_loss:0.0036 train_time:3070136ms step_avg:724.77ms
step:4247/40500 train_loss:1.8523 aux_loss:0.0032 train_time:3070856ms step_avg:724.77ms
step:4248/40500 train_loss:1.7434 aux_loss:0.0035 train_time:3071573ms step_avg:724.77ms
step:4249/40500 train_loss:1.8469 aux_loss:0.0037 train_time:3072293ms step_avg:724.77ms
step:4250/40500 train_loss:1.8427 aux_loss:0.0032 train_time:3073012ms step_avg:724.77ms
step:4251/40500 train_loss:1.7623 aux_loss:0.0034 train_time:3073732ms step_avg:724.77ms
step:4252/40500 train_loss:1.7726 aux_loss:0.0034 train_time:3074452ms step_avg:724.76ms
step:4253/40500 train_loss:1.7951 aux_loss:0.0031 train_time:3075173ms step_avg:724.76ms
step:4254/40500 train_loss:1.8685 aux_loss:0.0034 train_time:3075893ms step_avg:724.76ms
step:4255/40500 train_loss:1.7847 aux_loss:0.0034 train_time:3076613ms step_avg:724.76ms
step:4256/40500 train_loss:1.8248 aux_loss:0.0031 train_time:3077332ms step_avg:724.76ms
step:4257/40500 train_loss:1.7939 aux_loss:0.0036 train_time:3078052ms step_avg:724.76ms
step:4258/40500 train_loss:1.7709 aux_loss:0.0034 train_time:3078772ms step_avg:724.76ms
step:4259/40500 train_loss:1.8014 aux_loss:0.0036 train_time:3079492ms step_avg:724.76ms
step:4260/40500 train_loss:1.8506 aux_loss:0.0036 train_time:3080212ms step_avg:724.76ms
step:4261/40500 train_loss:1.7824 aux_loss:0.0032 train_time:3080932ms step_avg:724.75ms
step:4262/40500 train_loss:1.7581 aux_loss:0.0034 train_time:3081652ms step_avg:724.75ms
step:4263/40500 train_loss:1.7569 aux_loss:0.0034 train_time:3082371ms step_avg:724.75ms
step:4264/40500 train_loss:1.7928 aux_loss:0.0033 train_time:3083091ms step_avg:724.75ms
step:4265/40500 train_loss:1.7833 aux_loss:0.0036 train_time:3083812ms step_avg:724.75ms
step:4266/40500 train_loss:1.8097 aux_loss:0.0034 train_time:3084532ms step_avg:724.75ms
step:4267/40500 train_loss:1.7822 aux_loss:0.0034 train_time:3085250ms step_avg:724.75ms
step:4268/40500 train_loss:1.7846 aux_loss:0.0035 train_time:3085969ms step_avg:724.75ms
step:4269/40500 train_loss:1.8708 aux_loss:0.0033 train_time:3086690ms step_avg:724.75ms
step:4270/40500 train_loss:1.7822 aux_loss:0.0035 train_time:3087410ms step_avg:724.74ms
step:4271/40500 train_loss:1.8888 aux_loss:0.0033 train_time:3088130ms step_avg:724.74ms
step:4272/40500 train_loss:1.8430 aux_loss:0.0033 train_time:3088851ms step_avg:724.74ms
step:4273/40500 train_loss:1.7947 aux_loss:0.0035 train_time:3089570ms step_avg:724.74ms
step:4274/40500 train_loss:1.8381 aux_loss:0.0036 train_time:3090287ms step_avg:724.74ms
step:4275/40500 train_loss:1.9031 aux_loss:0.0031 train_time:3091007ms step_avg:724.74ms
step:4276/40500 train_loss:1.8172 aux_loss:0.0036 train_time:3091726ms step_avg:724.74ms
step:4277/40500 train_loss:1.7539 aux_loss:0.0036 train_time:3092444ms step_avg:724.73ms
step:4278/40500 train_loss:1.7883 aux_loss:0.0033 train_time:3093165ms step_avg:724.73ms
step:4279/40500 train_loss:1.7786 aux_loss:0.0034 train_time:3093884ms step_avg:724.73ms
step:4280/40500 train_loss:1.8161 aux_loss:0.0034 train_time:3094606ms step_avg:724.73ms
step:4281/40500 train_loss:1.7939 aux_loss:0.0033 train_time:3095326ms step_avg:724.73ms
step:4282/40500 train_loss:1.8140 aux_loss:0.0034 train_time:3096046ms step_avg:724.73ms
step:4283/40500 train_loss:1.7782 aux_loss:0.0036 train_time:3096766ms step_avg:724.73ms
step:4284/40500 train_loss:1.8219 aux_loss:0.0035 train_time:3097488ms step_avg:724.73ms
step:4285/40500 train_loss:1.8120 aux_loss:0.0034 train_time:3098207ms step_avg:724.73ms
step:4286/40500 train_loss:1.8066 aux_loss:0.0036 train_time:3098927ms step_avg:724.73ms
step:4287/40500 train_loss:1.7796 aux_loss:0.0033 train_time:3099648ms step_avg:724.72ms
step:4288/40500 train_loss:1.8063 aux_loss:0.0032 train_time:3100367ms step_avg:724.72ms
step:4289/40500 train_loss:1.8168 aux_loss:0.0033 train_time:3101087ms step_avg:724.72ms
step:4290/40500 train_loss:1.8059 aux_loss:0.0036 train_time:3101808ms step_avg:724.72ms
step:4291/40500 train_loss:1.8061 aux_loss:0.0036 train_time:3102530ms step_avg:724.72ms
step:4292/40500 train_loss:1.8348 aux_loss:0.0032 train_time:3103250ms step_avg:724.72ms
step:4293/40500 train_loss:1.7473 aux_loss:0.0033 train_time:3103969ms step_avg:724.72ms
step:4294/40500 train_loss:1.7693 aux_loss:0.0034 train_time:3104691ms step_avg:724.72ms
step:4295/40500 train_loss:1.8066 aux_loss:0.0038 train_time:3105409ms step_avg:724.72ms
step:4296/40500 train_loss:1.8589 aux_loss:0.0033 train_time:3106129ms step_avg:724.72ms
step:4297/40500 train_loss:1.8286 aux_loss:0.0031 train_time:3106849ms step_avg:724.71ms
step:4298/40500 train_loss:1.7885 aux_loss:0.0034 train_time:3107570ms step_avg:724.71ms
step:4299/40500 train_loss:1.8277 aux_loss:0.0033 train_time:3108290ms step_avg:724.71ms
step:4300/40500 train_loss:1.8600 aux_loss:0.0035 train_time:3109012ms step_avg:724.71ms
step:4301/40500 train_loss:1.8491 aux_loss:0.0036 train_time:3109735ms step_avg:724.71ms
step:4302/40500 train_loss:1.7969 aux_loss:0.0032 train_time:3110455ms step_avg:724.71ms
step:4303/40500 train_loss:1.8307 aux_loss:0.0032 train_time:3111176ms step_avg:724.71ms
step:4304/40500 train_loss:1.7812 aux_loss:0.0037 train_time:3111897ms step_avg:724.71ms
step:4305/40500 train_loss:1.8433 aux_loss:0.0033 train_time:3112620ms step_avg:724.71ms
step:4306/40500 train_loss:1.7971 aux_loss:0.0032 train_time:3113340ms step_avg:724.71ms
step:4307/40500 train_loss:1.9030 aux_loss:0.0034 train_time:3114060ms step_avg:724.71ms
step:4308/40500 train_loss:1.8690 aux_loss:0.0034 train_time:3114781ms step_avg:724.70ms
step:4309/40500 train_loss:1.8065 aux_loss:0.0036 train_time:3115501ms step_avg:724.70ms
step:4310/40500 train_loss:1.8108 aux_loss:0.0035 train_time:3116221ms step_avg:724.70ms
step:4311/40500 train_loss:1.7542 aux_loss:0.0035 train_time:3116944ms step_avg:724.70ms
step:4312/40500 train_loss:1.7693 aux_loss:0.0032 train_time:3117663ms step_avg:724.70ms
step:4313/40500 train_loss:1.7967 aux_loss:0.0035 train_time:3118385ms step_avg:724.70ms
step:4314/40500 train_loss:1.8200 aux_loss:0.0035 train_time:3119106ms step_avg:724.70ms
step:4315/40500 train_loss:1.8141 aux_loss:0.0033 train_time:3119827ms step_avg:724.70ms
step:4316/40500 train_loss:1.7512 aux_loss:0.0036 train_time:3120549ms step_avg:724.70ms
step:4317/40500 train_loss:1.8319 aux_loss:0.0036 train_time:3121270ms step_avg:724.70ms
step:4318/40500 train_loss:1.7727 aux_loss:0.0034 train_time:3121994ms step_avg:724.70ms
step:4319/40500 train_loss:1.7929 aux_loss:0.0039 train_time:3122715ms step_avg:724.70ms
step:4320/40500 train_loss:1.8245 aux_loss:0.0035 train_time:3123436ms step_avg:724.70ms
step:4321/40500 train_loss:1.8242 aux_loss:0.0031 train_time:3124157ms step_avg:724.69ms
step:4322/40500 train_loss:1.8594 aux_loss:0.0036 train_time:3124877ms step_avg:724.69ms
step:4323/40500 train_loss:1.8443 aux_loss:0.0035 train_time:3125597ms step_avg:724.69ms
step:4324/40500 train_loss:1.7948 aux_loss:0.0031 train_time:3126317ms step_avg:724.69ms
step:4325/40500 train_loss:1.8305 aux_loss:0.0034 train_time:3127037ms step_avg:724.69ms
step:4326/40500 train_loss:1.8177 aux_loss:0.0036 train_time:3127757ms step_avg:724.69ms
step:4327/40500 train_loss:1.8070 aux_loss:0.0032 train_time:3128478ms step_avg:724.69ms
step:4328/40500 train_loss:1.7453 aux_loss:0.0034 train_time:3129197ms step_avg:724.69ms
step:4329/40500 train_loss:1.8106 aux_loss:0.0035 train_time:3129917ms step_avg:724.69ms
step:4330/40500 train_loss:1.8495 aux_loss:0.0036 train_time:3130637ms step_avg:724.68ms
step:4331/40500 train_loss:1.8586 aux_loss:0.0033 train_time:3131356ms step_avg:724.68ms
step:4332/40500 train_loss:1.7840 aux_loss:0.0034 train_time:3132076ms step_avg:724.68ms
step:4333/40500 train_loss:1.8226 aux_loss:0.0035 train_time:3132797ms step_avg:724.68ms
step:4334/40500 train_loss:1.8240 aux_loss:0.0034 train_time:3133517ms step_avg:724.68ms
step:4335/40500 train_loss:1.8150 aux_loss:0.0033 train_time:3134235ms step_avg:724.68ms
step:4336/40500 train_loss:1.8272 aux_loss:0.0034 train_time:3134955ms step_avg:724.68ms
step:4337/40500 train_loss:1.8322 aux_loss:0.0034 train_time:3135675ms step_avg:724.68ms
step:4338/40500 train_loss:1.8292 aux_loss:0.0031 train_time:3136396ms step_avg:724.68ms
step:4339/40500 train_loss:1.8025 aux_loss:0.0034 train_time:3137114ms step_avg:724.67ms
step:4340/40500 train_loss:1.8331 aux_loss:0.0035 train_time:3137834ms step_avg:724.67ms
step:4341/40500 train_loss:1.8517 aux_loss:0.0032 train_time:3138555ms step_avg:724.67ms
step:4342/40500 train_loss:1.7482 aux_loss:0.0032 train_time:3139274ms step_avg:724.67ms
step:4343/40500 train_loss:1.8652 aux_loss:0.0031 train_time:3139994ms step_avg:724.67ms
step:4344/40500 train_loss:1.7497 aux_loss:0.0034 train_time:3140714ms step_avg:724.67ms
step:4345/40500 train_loss:1.8839 aux_loss:0.0032 train_time:3141434ms step_avg:724.67ms
step:4346/40500 train_loss:1.8053 aux_loss:0.0034 train_time:3142153ms step_avg:724.67ms
step:4347/40500 train_loss:1.8179 aux_loss:0.0033 train_time:3142873ms step_avg:724.67ms
step:4348/40500 train_loss:1.8137 aux_loss:0.0032 train_time:3143593ms step_avg:724.66ms
step:4349/40500 train_loss:1.8130 aux_loss:0.0035 train_time:3144313ms step_avg:724.66ms
step:4350/40500 train_loss:1.8362 aux_loss:0.0031 train_time:3145033ms step_avg:724.66ms
step:4351/40500 train_loss:1.7955 aux_loss:0.0032 train_time:3145752ms step_avg:724.66ms
step:4352/40500 train_loss:1.8247 aux_loss:0.0037 train_time:3146472ms step_avg:724.66ms
step:4353/40500 train_loss:1.7626 aux_loss:0.0034 train_time:3147192ms step_avg:724.66ms
step:4354/40500 train_loss:1.8051 aux_loss:0.0032 train_time:3147912ms step_avg:724.66ms
step:4355/40500 train_loss:1.8186 aux_loss:0.0037 train_time:3148631ms step_avg:724.66ms
step:4356/40500 train_loss:1.8411 aux_loss:0.0036 train_time:3149351ms step_avg:724.65ms
step:4357/40500 train_loss:1.7754 aux_loss:0.0032 train_time:3150070ms step_avg:724.65ms
step:4358/40500 train_loss:1.8266 aux_loss:0.0033 train_time:3150790ms step_avg:724.65ms
step:4359/40500 train_loss:1.8327 aux_loss:0.0036 train_time:3151510ms step_avg:724.65ms
step:4360/40500 train_loss:1.8179 aux_loss:0.0033 train_time:3152229ms step_avg:724.65ms
step:4361/40500 train_loss:1.8217 aux_loss:0.0033 train_time:3152951ms step_avg:724.65ms
step:4362/40500 train_loss:1.8724 aux_loss:0.0035 train_time:3153671ms step_avg:724.65ms
step:4363/40500 train_loss:1.8469 aux_loss:0.0036 train_time:3154391ms step_avg:724.65ms
step:4364/40500 train_loss:1.7635 aux_loss:0.0034 train_time:3155112ms step_avg:724.65ms
step:4365/40500 train_loss:1.8245 aux_loss:0.0035 train_time:3155831ms step_avg:724.65ms
step:4366/40500 train_loss:1.7967 aux_loss:0.0034 train_time:3156552ms step_avg:724.64ms
step:4367/40500 train_loss:1.7492 aux_loss:0.0034 train_time:3157272ms step_avg:724.64ms
step:4368/40500 train_loss:1.7858 aux_loss:0.0034 train_time:3157992ms step_avg:724.64ms
step:4369/40500 train_loss:1.8320 aux_loss:0.0034 train_time:3158711ms step_avg:724.64ms
step:4370/40500 train_loss:1.8297 aux_loss:0.0031 train_time:3159429ms step_avg:724.64ms
step:4371/40500 train_loss:1.8336 aux_loss:0.0035 train_time:3160148ms step_avg:724.64ms
step:4372/40500 train_loss:1.7917 aux_loss:0.0035 train_time:3160868ms step_avg:724.64ms
step:4373/40500 train_loss:1.8071 aux_loss:0.0030 train_time:3161587ms step_avg:724.64ms
step:4374/40500 train_loss:1.8201 aux_loss:0.0030 train_time:3162307ms step_avg:724.63ms
step:4375/40500 train_loss:1.8335 aux_loss:0.0035 train_time:3163027ms step_avg:724.63ms
step:4376/40500 train_loss:1.8162 aux_loss:0.0032 train_time:3163747ms step_avg:724.63ms
step:4377/40500 train_loss:1.8622 aux_loss:0.0032 train_time:3164467ms step_avg:724.63ms
step:4378/40500 train_loss:1.8020 aux_loss:0.0035 train_time:3165186ms step_avg:724.63ms
step:4379/40500 train_loss:1.7350 aux_loss:0.0038 train_time:3165905ms step_avg:724.63ms
step:4380/40500 train_loss:1.7925 aux_loss:0.0036 train_time:3166625ms step_avg:724.63ms
step:4381/40500 train_loss:1.8153 aux_loss:0.0034 train_time:3167345ms step_avg:724.63ms
step:4382/40500 train_loss:1.8249 aux_loss:0.0036 train_time:3168067ms step_avg:724.63ms
step:4383/40500 train_loss:1.8544 aux_loss:0.0036 train_time:3168786ms step_avg:724.63ms
step:4384/40500 train_loss:1.7838 aux_loss:0.0034 train_time:3169505ms step_avg:724.62ms
step:4385/40500 train_loss:1.7619 aux_loss:0.0033 train_time:3170224ms step_avg:724.62ms
step:4386/40500 train_loss:1.7824 aux_loss:0.0036 train_time:3170945ms step_avg:724.62ms
step:4387/40500 train_loss:1.8053 aux_loss:0.0033 train_time:3171663ms step_avg:724.62ms
step:4388/40500 train_loss:1.7667 aux_loss:0.0032 train_time:3172379ms step_avg:724.62ms
step:4389/40500 train_loss:1.7212 aux_loss:0.0035 train_time:3173101ms step_avg:724.62ms
step:4390/40500 train_loss:1.8026 aux_loss:0.0036 train_time:3173824ms step_avg:724.62ms
step:4391/40500 train_loss:1.8453 aux_loss:0.0087 train_time:3174545ms step_avg:724.62ms
step:4392/40500 train_loss:1.7921 aux_loss:0.0033 train_time:3175266ms step_avg:724.62ms
step:4393/40500 train_loss:1.8498 aux_loss:0.0031 train_time:3175988ms step_avg:724.62ms
step:4394/40500 train_loss:1.7778 aux_loss:0.0035 train_time:3176708ms step_avg:724.61ms
step:4395/40500 train_loss:1.7848 aux_loss:0.0035 train_time:3177427ms step_avg:724.61ms
step:4396/40500 train_loss:1.7870 aux_loss:0.0034 train_time:3178148ms step_avg:724.61ms
step:4397/40500 train_loss:1.7857 aux_loss:0.0035 train_time:3178870ms step_avg:724.61ms
step:4398/40500 train_loss:1.8365 aux_loss:0.0036 train_time:3179590ms step_avg:724.61ms
step:4399/40500 train_loss:1.8114 aux_loss:0.0033 train_time:3180311ms step_avg:724.61ms
step:4400/40500 train_loss:1.8491 aux_loss:0.0033 train_time:3181032ms step_avg:724.61ms
step:4401/40500 train_loss:1.8047 aux_loss:0.0037 train_time:3181750ms step_avg:724.61ms
step:4402/40500 train_loss:1.8719 aux_loss:0.0036 train_time:3182471ms step_avg:724.61ms
step:4403/40500 train_loss:1.8257 aux_loss:0.0034 train_time:3183194ms step_avg:724.61ms
step:4404/40500 train_loss:1.8285 aux_loss:0.0032 train_time:3183915ms step_avg:724.61ms
step:4405/40500 train_loss:1.8420 aux_loss:0.0035 train_time:3184636ms step_avg:724.60ms
step:4406/40500 train_loss:1.8084 aux_loss:0.0032 train_time:3185357ms step_avg:724.60ms
step:4407/40500 train_loss:1.8366 aux_loss:0.0033 train_time:3186078ms step_avg:724.60ms
step:4408/40500 train_loss:1.8222 aux_loss:0.0033 train_time:3186799ms step_avg:724.60ms
step:4409/40500 train_loss:1.9074 aux_loss:0.0033 train_time:3187520ms step_avg:724.60ms
step:4410/40500 train_loss:1.8230 aux_loss:0.0032 train_time:3188239ms step_avg:724.60ms
step:4411/40500 train_loss:1.7682 aux_loss:0.0034 train_time:3188959ms step_avg:724.60ms
step:4412/40500 train_loss:1.8263 aux_loss:0.0035 train_time:3189679ms step_avg:724.60ms
step:4413/40500 train_loss:1.8413 aux_loss:0.0035 train_time:3190398ms step_avg:724.60ms
step:4414/40500 train_loss:1.7558 aux_loss:0.0029 train_time:3191119ms step_avg:724.60ms
step:4415/40500 train_loss:1.8257 aux_loss:0.0032 train_time:3191838ms step_avg:724.59ms
step:4416/40500 train_loss:1.7872 aux_loss:0.0035 train_time:3192558ms step_avg:724.59ms
step:4417/40500 train_loss:1.8695 aux_loss:0.0034 train_time:3193279ms step_avg:724.59ms
step:4418/40500 train_loss:1.7690 aux_loss:0.0032 train_time:3193998ms step_avg:724.59ms
step:4419/40500 train_loss:1.8600 aux_loss:0.0039 train_time:3194719ms step_avg:724.59ms
step:4420/40500 train_loss:1.7808 aux_loss:0.0033 train_time:3195439ms step_avg:724.59ms
step:4421/40500 train_loss:1.7997 aux_loss:0.0034 train_time:3196157ms step_avg:724.59ms
step:4422/40500 train_loss:1.8308 aux_loss:0.0032 train_time:3196877ms step_avg:724.59ms
step:4423/40500 train_loss:1.8042 aux_loss:0.0035 train_time:3197597ms step_avg:724.59ms
step:4424/40500 train_loss:1.8284 aux_loss:0.0036 train_time:3198317ms step_avg:724.58ms
step:4425/40500 train_loss:1.8259 aux_loss:0.0035 train_time:3199038ms step_avg:724.58ms
step:4426/40500 train_loss:1.8395 aux_loss:0.0033 train_time:3199757ms step_avg:724.58ms
step:4427/40500 train_loss:1.8925 aux_loss:0.0032 train_time:3200477ms step_avg:724.58ms
step:4428/40500 train_loss:1.7443 aux_loss:0.0033 train_time:3201197ms step_avg:724.58ms
step:4429/40500 train_loss:1.8482 aux_loss:0.0035 train_time:3201917ms step_avg:724.58ms
step:4430/40500 train_loss:1.8036 aux_loss:0.0037 train_time:3202637ms step_avg:724.58ms
step:4431/40500 train_loss:1.8153 aux_loss:0.0034 train_time:3203357ms step_avg:724.58ms
step:4432/40500 train_loss:1.8038 aux_loss:0.0035 train_time:3204076ms step_avg:724.58ms
step:4433/40500 train_loss:1.8133 aux_loss:0.0035 train_time:3204795ms step_avg:724.57ms
step:4434/40500 train_loss:1.7859 aux_loss:0.0036 train_time:3205515ms step_avg:724.57ms
step:4435/40500 train_loss:1.8128 aux_loss:0.0032 train_time:3206236ms step_avg:724.57ms
step:4436/40500 train_loss:1.7744 aux_loss:0.0032 train_time:3206956ms step_avg:724.57ms
step:4437/40500 train_loss:1.8373 aux_loss:0.0034 train_time:3207676ms step_avg:724.57ms
step:4438/40500 train_loss:1.7713 aux_loss:0.0031 train_time:3208397ms step_avg:724.57ms
step:4439/40500 train_loss:1.8010 aux_loss:0.0035 train_time:3209117ms step_avg:724.57ms
step:4440/40500 train_loss:1.8475 aux_loss:0.0033 train_time:3209839ms step_avg:724.57ms
step:4441/40500 train_loss:1.8039 aux_loss:0.0032 train_time:3210557ms step_avg:724.57ms
step:4442/40500 train_loss:1.7890 aux_loss:0.0034 train_time:3211281ms step_avg:724.57ms
step:4443/40500 train_loss:1.7945 aux_loss:0.0032 train_time:3212001ms step_avg:724.57ms
step:4444/40500 train_loss:1.8310 aux_loss:0.0032 train_time:3212719ms step_avg:724.56ms
step:4445/40500 train_loss:1.7892 aux_loss:0.0035 train_time:3213443ms step_avg:724.56ms
step:4446/40500 train_loss:1.7513 aux_loss:0.0036 train_time:3214165ms step_avg:724.56ms
step:4447/40500 train_loss:1.8175 aux_loss:0.0032 train_time:3214887ms step_avg:724.56ms
step:4448/40500 train_loss:1.8088 aux_loss:0.0033 train_time:3215612ms step_avg:724.56ms
step:4449/40500 train_loss:1.7487 aux_loss:0.0039 train_time:3216333ms step_avg:724.56ms
step:4450/40500 train_loss:1.8042 aux_loss:0.0033 train_time:3217053ms step_avg:724.56ms
step:4451/40500 train_loss:1.7459 aux_loss:0.0031 train_time:3217774ms step_avg:724.56ms
step:4452/40500 train_loss:1.8200 aux_loss:0.0034 train_time:3218491ms step_avg:724.56ms
step:4453/40500 train_loss:1.9178 aux_loss:0.0033 train_time:3219211ms step_avg:724.56ms
step:4454/40500 train_loss:1.8382 aux_loss:0.0030 train_time:3219930ms step_avg:724.56ms
step:4455/40500 train_loss:1.7821 aux_loss:0.0032 train_time:3220649ms step_avg:724.56ms
step:4456/40500 train_loss:1.8055 aux_loss:0.0034 train_time:3221370ms step_avg:724.55ms
step:4457/40500 train_loss:1.8186 aux_loss:0.0033 train_time:3222090ms step_avg:724.55ms
step:4458/40500 train_loss:1.7766 aux_loss:0.0033 train_time:3222809ms step_avg:724.55ms
step:4459/40500 train_loss:1.7931 aux_loss:0.0034 train_time:3223530ms step_avg:724.55ms
step:4460/40500 train_loss:1.8007 aux_loss:0.0034 train_time:3224251ms step_avg:724.55ms
step:4461/40500 train_loss:1.7259 aux_loss:0.0036 train_time:3224969ms step_avg:724.55ms
step:4462/40500 train_loss:1.7947 aux_loss:0.0037 train_time:3225688ms step_avg:724.55ms
step:4463/40500 train_loss:1.7997 aux_loss:0.0031 train_time:3226408ms step_avg:724.55ms
step:4464/40500 train_loss:1.7844 aux_loss:0.0033 train_time:3227129ms step_avg:724.55ms
step:4465/40500 train_loss:1.8427 aux_loss:0.0033 train_time:3227848ms step_avg:724.54ms
step:4466/40500 train_loss:1.8392 aux_loss:0.0033 train_time:3228569ms step_avg:724.54ms
step:4467/40500 train_loss:1.8081 aux_loss:0.0034 train_time:3229287ms step_avg:724.54ms
step:4468/40500 train_loss:1.8157 aux_loss:0.0036 train_time:3230007ms step_avg:724.54ms
step:4469/40500 train_loss:1.8395 aux_loss:0.0034 train_time:3230726ms step_avg:724.54ms
step:4470/40500 train_loss:1.7883 aux_loss:0.0033 train_time:3231446ms step_avg:724.54ms
step:4471/40500 train_loss:1.7939 aux_loss:0.0035 train_time:3232166ms step_avg:724.54ms
step:4472/40500 train_loss:1.7583 aux_loss:0.0032 train_time:3232885ms step_avg:724.54ms
step:4473/40500 train_loss:1.7883 aux_loss:0.0032 train_time:3233608ms step_avg:724.54ms
step:4474/40500 train_loss:1.8627 aux_loss:0.0033 train_time:3234327ms step_avg:724.54ms
step:4475/40500 train_loss:1.8001 aux_loss:0.0033 train_time:3235046ms step_avg:724.53ms
step:4476/40500 train_loss:1.7994 aux_loss:0.0033 train_time:3235766ms step_avg:724.53ms
step:4477/40500 train_loss:1.7928 aux_loss:0.0031 train_time:3236487ms step_avg:724.53ms
step:4478/40500 train_loss:1.8528 aux_loss:0.0033 train_time:3237206ms step_avg:724.53ms
step:4479/40500 train_loss:1.7788 aux_loss:0.0031 train_time:3237925ms step_avg:724.53ms
step:4480/40500 train_loss:1.8292 aux_loss:0.0034 train_time:3238646ms step_avg:724.53ms
step:4481/40500 train_loss:1.7735 aux_loss:0.0034 train_time:3239364ms step_avg:724.53ms
step:4482/40500 train_loss:1.7995 aux_loss:0.0034 train_time:3240085ms step_avg:724.53ms
step:4483/40500 train_loss:1.7822 aux_loss:0.0032 train_time:3240806ms step_avg:724.53ms
step:4484/40500 train_loss:1.8026 aux_loss:0.0033 train_time:3241525ms step_avg:724.52ms
step:4485/40500 train_loss:1.7641 aux_loss:0.0034 train_time:3242245ms step_avg:724.52ms
step:4486/40500 train_loss:1.8366 aux_loss:0.0035 train_time:3242965ms step_avg:724.52ms
step:4487/40500 train_loss:1.7893 aux_loss:0.0034 train_time:3243684ms step_avg:724.52ms
step:4488/40500 train_loss:1.8174 aux_loss:0.0035 train_time:3244401ms step_avg:724.52ms
step:4489/40500 train_loss:1.8662 aux_loss:0.0032 train_time:3245123ms step_avg:724.52ms
step:4490/40500 train_loss:1.7621 aux_loss:0.0035 train_time:3245844ms step_avg:724.52ms
step:4491/40500 train_loss:1.7778 aux_loss:0.0033 train_time:3246563ms step_avg:724.52ms
step:4492/40500 train_loss:1.7908 aux_loss:0.0032 train_time:3247283ms step_avg:724.52ms
step:4493/40500 train_loss:1.8118 aux_loss:0.0035 train_time:3248003ms step_avg:724.52ms
step:4494/40500 train_loss:1.7830 aux_loss:0.0034 train_time:3248722ms step_avg:724.51ms
step:4495/40500 train_loss:1.8790 aux_loss:0.0033 train_time:3249441ms step_avg:724.51ms
step:4496/40500 train_loss:1.8069 aux_loss:0.0034 train_time:3250161ms step_avg:724.51ms
step:4497/40500 train_loss:1.7726 aux_loss:0.0033 train_time:3250883ms step_avg:724.51ms
step:4498/40500 train_loss:1.7917 aux_loss:0.0032 train_time:3251602ms step_avg:724.51ms
step:4499/40500 train_loss:1.7928 aux_loss:0.0037 train_time:3252322ms step_avg:724.51ms
step:4500/40500 train_loss:1.7461 aux_loss:0.0034 train_time:3253042ms step_avg:724.51ms
step:4501/40500 train_loss:1.7957 aux_loss:0.0030 train_time:3253762ms step_avg:724.51ms
step:4502/40500 train_loss:1.8488 aux_loss:0.0033 train_time:3254480ms step_avg:724.51ms
step:4503/40500 train_loss:1.7929 aux_loss:0.0033 train_time:3255201ms step_avg:724.50ms
step:4504/40500 train_loss:1.7911 aux_loss:0.0034 train_time:3255921ms step_avg:724.50ms
step:4505/40500 train_loss:1.7980 aux_loss:0.0036 train_time:3256640ms step_avg:724.50ms
step:4506/40500 train_loss:1.8252 aux_loss:0.0034 train_time:3257362ms step_avg:724.50ms
step:4507/40500 train_loss:1.7633 aux_loss:0.0031 train_time:3258082ms step_avg:724.50ms
step:4508/40500 train_loss:1.8332 aux_loss:0.0034 train_time:3258801ms step_avg:724.50ms
step:4509/40500 train_loss:1.7942 aux_loss:0.0036 train_time:3259520ms step_avg:724.50ms
step:4510/40500 train_loss:1.7768 aux_loss:0.0032 train_time:3260240ms step_avg:724.50ms
step:4511/40500 train_loss:1.8062 aux_loss:0.0031 train_time:3260962ms step_avg:724.50ms
step:4512/40500 train_loss:1.7881 aux_loss:0.0036 train_time:3261682ms step_avg:724.50ms
step:4513/40500 train_loss:1.8225 aux_loss:0.0033 train_time:3262402ms step_avg:724.50ms
step:4514/40500 train_loss:1.8652 aux_loss:0.0031 train_time:3263121ms step_avg:724.49ms
step:4515/40500 train_loss:1.8293 aux_loss:0.0035 train_time:3263842ms step_avg:724.49ms
step:4516/40500 train_loss:1.8863 aux_loss:0.0034 train_time:3264563ms step_avg:724.49ms
step:4517/40500 train_loss:1.7932 aux_loss:0.0031 train_time:3265282ms step_avg:724.49ms
step:4518/40500 train_loss:1.8420 aux_loss:0.0033 train_time:3266004ms step_avg:724.49ms
step:4519/40500 train_loss:1.7955 aux_loss:0.0035 train_time:3266724ms step_avg:724.49ms
step:4520/40500 train_loss:1.8348 aux_loss:0.0034 train_time:3267445ms step_avg:724.49ms
step:4521/40500 train_loss:1.8720 aux_loss:0.0032 train_time:3268165ms step_avg:724.49ms
step:4522/40500 train_loss:1.7949 aux_loss:0.0034 train_time:3268887ms step_avg:724.49ms
step:4523/40500 train_loss:1.8205 aux_loss:0.0037 train_time:3269604ms step_avg:724.49ms
step:4524/40500 train_loss:1.8232 aux_loss:0.0033 train_time:3270326ms step_avg:724.49ms
step:4525/40500 train_loss:1.7706 aux_loss:0.0031 train_time:3271049ms step_avg:724.48ms
step:4526/40500 train_loss:1.8127 aux_loss:0.0034 train_time:3271772ms step_avg:724.48ms
step:4527/40500 train_loss:1.8069 aux_loss:0.0035 train_time:3272493ms step_avg:724.48ms
step:4528/40500 train_loss:1.7963 aux_loss:0.0034 train_time:3273214ms step_avg:724.48ms
step:4529/40500 train_loss:1.7922 aux_loss:0.0031 train_time:3273933ms step_avg:724.48ms
step:4530/40500 train_loss:1.7381 aux_loss:0.0036 train_time:3274654ms step_avg:724.48ms
step:4531/40500 train_loss:1.8034 aux_loss:0.0034 train_time:3275375ms step_avg:724.48ms
step:4532/40500 train_loss:1.7716 aux_loss:0.0034 train_time:3276095ms step_avg:724.48ms
step:4533/40500 train_loss:1.8288 aux_loss:0.0034 train_time:3276816ms step_avg:724.48ms
step:4534/40500 train_loss:1.7978 aux_loss:0.0035 train_time:3277536ms step_avg:724.48ms
step:4535/40500 train_loss:1.7883 aux_loss:0.0034 train_time:3278255ms step_avg:724.48ms
step:4536/40500 train_loss:1.7484 aux_loss:0.0033 train_time:3278975ms step_avg:724.48ms
step:4537/40500 train_loss:1.8381 aux_loss:0.0033 train_time:3279695ms step_avg:724.47ms
step:4538/40500 train_loss:1.8184 aux_loss:0.0036 train_time:3280414ms step_avg:724.47ms
step:4539/40500 train_loss:1.7600 aux_loss:0.0035 train_time:3281134ms step_avg:724.47ms
step:4540/40500 train_loss:1.8578 aux_loss:0.0033 train_time:3281854ms step_avg:724.47ms
step:4541/40500 train_loss:1.7664 aux_loss:0.0033 train_time:3282573ms step_avg:724.47ms
step:4542/40500 train_loss:1.8051 aux_loss:0.0034 train_time:3283293ms step_avg:724.47ms
step:4543/40500 train_loss:1.8387 aux_loss:0.0033 train_time:3284014ms step_avg:724.47ms
step:4544/40500 train_loss:1.8012 aux_loss:0.0034 train_time:3284734ms step_avg:724.47ms
step:4545/40500 train_loss:1.7702 aux_loss:0.0032 train_time:3285455ms step_avg:724.47ms
step:4546/40500 train_loss:1.7704 aux_loss:0.0032 train_time:3286176ms step_avg:724.47ms
step:4547/40500 train_loss:1.7915 aux_loss:0.0033 train_time:3286896ms step_avg:724.46ms
step:4548/40500 train_loss:1.7827 aux_loss:0.0032 train_time:3287618ms step_avg:724.46ms
step:4549/40500 train_loss:1.8791 aux_loss:0.0031 train_time:3288339ms step_avg:724.46ms
step:4550/40500 train_loss:1.7940 aux_loss:0.0032 train_time:3289061ms step_avg:724.46ms
step:4551/40500 train_loss:1.8347 aux_loss:0.0032 train_time:3289781ms step_avg:724.46ms
step:4552/40500 train_loss:1.8530 aux_loss:0.0034 train_time:3290503ms step_avg:724.46ms
step:4553/40500 train_loss:1.8230 aux_loss:0.0035 train_time:3291225ms step_avg:724.46ms
step:4554/40500 train_loss:1.8325 aux_loss:0.0033 train_time:3291947ms step_avg:724.46ms
step:4555/40500 train_loss:1.7619 aux_loss:0.0033 train_time:3292668ms step_avg:724.46ms
step:4556/40500 train_loss:1.8344 aux_loss:0.0036 train_time:3293389ms step_avg:724.46ms
step:4557/40500 train_loss:1.7772 aux_loss:0.0036 train_time:3294110ms step_avg:724.46ms
step:4558/40500 train_loss:1.7775 aux_loss:0.0040 train_time:3294831ms step_avg:724.46ms
step:4559/40500 train_loss:1.7550 aux_loss:0.0035 train_time:3295551ms step_avg:724.46ms
step:4560/40500 train_loss:1.7898 aux_loss:0.0034 train_time:3296272ms step_avg:724.46ms
step:4561/40500 train_loss:1.8399 aux_loss:0.0031 train_time:3296992ms step_avg:724.45ms
step:4562/40500 train_loss:1.8030 aux_loss:0.0045 train_time:3297710ms step_avg:724.45ms
step:4563/40500 train_loss:1.8066 aux_loss:0.0036 train_time:3298430ms step_avg:724.45ms
step:4564/40500 train_loss:1.8197 aux_loss:0.0033 train_time:3299149ms step_avg:724.45ms
step:4565/40500 train_loss:1.7808 aux_loss:0.0032 train_time:3299871ms step_avg:724.45ms
step:4566/40500 train_loss:1.7954 aux_loss:0.0034 train_time:3300592ms step_avg:724.45ms
step:4567/40500 train_loss:1.8317 aux_loss:0.0034 train_time:3301312ms step_avg:724.45ms
step:4568/40500 train_loss:1.8220 aux_loss:0.0033 train_time:3302032ms step_avg:724.45ms
step:4569/40500 train_loss:1.8103 aux_loss:0.0032 train_time:3302752ms step_avg:724.45ms
step:4570/40500 train_loss:1.7484 aux_loss:0.0030 train_time:3303473ms step_avg:724.45ms
step:4571/40500 train_loss:1.8354 aux_loss:0.0033 train_time:3304194ms step_avg:724.45ms
step:4572/40500 train_loss:1.8371 aux_loss:0.0038 train_time:3304915ms step_avg:724.44ms
step:4573/40500 train_loss:1.8375 aux_loss:0.0034 train_time:3305636ms step_avg:724.44ms
step:4574/40500 train_loss:1.7659 aux_loss:0.0033 train_time:3306357ms step_avg:724.44ms
step:4575/40500 train_loss:1.8156 aux_loss:0.0034 train_time:3307079ms step_avg:724.44ms
step:4576/40500 train_loss:1.8776 aux_loss:0.0031 train_time:3307801ms step_avg:724.44ms
step:4577/40500 train_loss:1.8507 aux_loss:0.0032 train_time:3308523ms step_avg:724.44ms
step:4578/40500 train_loss:1.8070 aux_loss:0.0034 train_time:3309242ms step_avg:724.44ms
step:4579/40500 train_loss:1.8438 aux_loss:0.0036 train_time:3309965ms step_avg:724.44ms
step:4580/40500 train_loss:1.8471 aux_loss:0.0033 train_time:3310685ms step_avg:724.44ms
step:4581/40500 train_loss:1.8426 aux_loss:0.0034 train_time:3311404ms step_avg:724.44ms
step:4582/40500 train_loss:1.8046 aux_loss:0.0035 train_time:3312126ms step_avg:724.44ms
step:4583/40500 train_loss:1.7678 aux_loss:0.0035 train_time:3312846ms step_avg:724.44ms
step:4584/40500 train_loss:1.8386 aux_loss:0.0035 train_time:3313565ms step_avg:724.43ms
step:4585/40500 train_loss:1.7616 aux_loss:0.0032 train_time:3314287ms step_avg:724.43ms
step:4586/40500 train_loss:1.7708 aux_loss:0.0032 train_time:3315006ms step_avg:724.43ms
step:4587/40500 train_loss:1.8087 aux_loss:0.0034 train_time:3315726ms step_avg:724.43ms
step:4588/40500 train_loss:1.8488 aux_loss:0.0032 train_time:3316446ms step_avg:724.43ms
step:4589/40500 train_loss:1.7742 aux_loss:0.0032 train_time:3317164ms step_avg:724.43ms
step:4590/40500 train_loss:1.8434 aux_loss:0.0034 train_time:3317883ms step_avg:724.43ms
step:4591/40500 train_loss:1.8025 aux_loss:0.0036 train_time:3318603ms step_avg:724.43ms
step:4592/40500 train_loss:1.7916 aux_loss:0.0034 train_time:3319323ms step_avg:724.43ms
step:4593/40500 train_loss:1.7908 aux_loss:0.0033 train_time:3320043ms step_avg:724.43ms
step:4594/40500 train_loss:1.7924 aux_loss:0.0032 train_time:3320764ms step_avg:724.42ms
step:4595/40500 train_loss:1.8467 aux_loss:0.0035 train_time:3321484ms step_avg:724.42ms
step:4596/40500 train_loss:1.7418 aux_loss:0.0032 train_time:3322203ms step_avg:724.42ms
step:4597/40500 train_loss:1.8266 aux_loss:0.0032 train_time:3322923ms step_avg:724.42ms
step:4598/40500 train_loss:1.7720 aux_loss:0.0036 train_time:3323644ms step_avg:724.42ms
step:4599/40500 train_loss:1.7344 aux_loss:0.0035 train_time:3324367ms step_avg:724.42ms
step:4600/40500 train_loss:1.7561 aux_loss:0.0033 train_time:3325086ms step_avg:724.42ms
step:4601/40500 train_loss:1.7898 aux_loss:0.0037 train_time:3325805ms step_avg:724.42ms
step:4602/40500 train_loss:1.7882 aux_loss:0.0037 train_time:3326527ms step_avg:724.42ms
step:4603/40500 train_loss:1.8367 aux_loss:0.0032 train_time:3327246ms step_avg:724.42ms
step:4604/40500 train_loss:1.8035 aux_loss:0.0037 train_time:3327966ms step_avg:724.42ms
step:4605/40500 train_loss:1.8822 aux_loss:0.0034 train_time:3328687ms step_avg:724.42ms
step:4606/40500 train_loss:1.8133 aux_loss:0.0033 train_time:3329410ms step_avg:724.41ms
step:4607/40500 train_loss:1.8389 aux_loss:0.0030 train_time:3330132ms step_avg:724.41ms
step:4608/40500 train_loss:1.8145 aux_loss:0.0033 train_time:3330851ms step_avg:724.41ms
step:4609/40500 train_loss:1.8344 aux_loss:0.0035 train_time:3331573ms step_avg:724.41ms
step:4610/40500 train_loss:1.8016 aux_loss:0.0034 train_time:3332293ms step_avg:724.41ms
step:4611/40500 train_loss:1.8334 aux_loss:0.0031 train_time:3333016ms step_avg:724.41ms
step:4612/40500 train_loss:1.8452 aux_loss:0.0033 train_time:3333735ms step_avg:724.41ms
step:4613/40500 train_loss:1.8439 aux_loss:0.0033 train_time:3334458ms step_avg:724.41ms
step:4614/40500 train_loss:1.8001 aux_loss:0.0031 train_time:3335177ms step_avg:724.41ms
step:4615/40500 train_loss:1.7895 aux_loss:0.0031 train_time:3335897ms step_avg:724.41ms
step:4616/40500 train_loss:1.7562 aux_loss:0.0034 train_time:3336617ms step_avg:724.41ms
step:4617/40500 train_loss:1.8410 aux_loss:0.0033 train_time:3337337ms step_avg:724.41ms
step:4618/40500 train_loss:1.7960 aux_loss:0.0032 train_time:3338056ms step_avg:724.40ms
step:4619/40500 train_loss:1.8088 aux_loss:0.0033 train_time:3338776ms step_avg:724.40ms
step:4620/40500 train_loss:1.7059 aux_loss:0.0035 train_time:3339496ms step_avg:724.40ms
step:4621/40500 train_loss:1.7547 aux_loss:0.0036 train_time:3340217ms step_avg:724.40ms
step:4622/40500 train_loss:1.8042 aux_loss:0.0033 train_time:3340936ms step_avg:724.40ms
step:4623/40500 train_loss:1.7022 aux_loss:0.0034 train_time:3341659ms step_avg:724.40ms
step:4624/40500 train_loss:1.8073 aux_loss:0.0033 train_time:3342377ms step_avg:724.40ms
step:4625/40500 train_loss:1.7447 aux_loss:0.0032 train_time:3343097ms step_avg:724.40ms
step:4626/40500 train_loss:1.7834 aux_loss:0.0034 train_time:3343818ms step_avg:724.40ms
step:4627/40500 train_loss:1.8582 aux_loss:0.0033 train_time:3344537ms step_avg:724.40ms
step:4628/40500 train_loss:1.8148 aux_loss:0.0033 train_time:3345257ms step_avg:724.40ms
step:4629/40500 train_loss:1.7944 aux_loss:0.0031 train_time:3345979ms step_avg:724.39ms
step:4630/40500 train_loss:1.8143 aux_loss:0.0032 train_time:3346696ms step_avg:724.39ms
step:4631/40500 train_loss:1.7576 aux_loss:0.0036 train_time:3347415ms step_avg:724.39ms
step:4632/40500 train_loss:1.7377 aux_loss:0.0033 train_time:3348136ms step_avg:724.39ms
step:4633/40500 train_loss:1.7616 aux_loss:0.0034 train_time:3348854ms step_avg:724.39ms
step:4634/40500 train_loss:1.7526 aux_loss:0.0032 train_time:3349574ms step_avg:724.39ms
step:4635/40500 train_loss:1.8036 aux_loss:0.0032 train_time:3350294ms step_avg:724.39ms
step:4636/40500 train_loss:1.8121 aux_loss:0.0031 train_time:3351015ms step_avg:724.39ms
step:4637/40500 train_loss:1.8212 aux_loss:0.0031 train_time:3351735ms step_avg:724.39ms
step:4638/40500 train_loss:1.8286 aux_loss:0.0033 train_time:3352455ms step_avg:724.39ms
step:4639/40500 train_loss:1.8183 aux_loss:0.0033 train_time:3353175ms step_avg:724.38ms
step:4640/40500 train_loss:1.7929 aux_loss:0.0032 train_time:3353893ms step_avg:724.38ms
step:4641/40500 train_loss:1.8552 aux_loss:0.0032 train_time:3354613ms step_avg:724.38ms
step:4642/40500 train_loss:1.7999 aux_loss:0.0032 train_time:3355333ms step_avg:724.38ms
step:4643/40500 train_loss:1.8544 aux_loss:0.0032 train_time:3356054ms step_avg:724.38ms
step:4644/40500 train_loss:1.7953 aux_loss:0.0033 train_time:3356774ms step_avg:724.38ms
step:4645/40500 train_loss:1.8580 aux_loss:0.0035 train_time:3357494ms step_avg:724.38ms
step:4646/40500 train_loss:1.8110 aux_loss:0.0033 train_time:3358215ms step_avg:724.38ms
step:4647/40500 train_loss:1.8256 aux_loss:0.0033 train_time:3358936ms step_avg:724.38ms
step:4648/40500 train_loss:1.7903 aux_loss:0.0034 train_time:3359655ms step_avg:724.38ms
step:4649/40500 train_loss:1.7904 aux_loss:0.0032 train_time:3360376ms step_avg:724.38ms
step:4650/40500 train_loss:1.7851 aux_loss:0.0034 train_time:3361098ms step_avg:724.37ms
step:4651/40500 train_loss:1.8420 aux_loss:0.0034 train_time:3361819ms step_avg:724.37ms
step:4652/40500 train_loss:1.8283 aux_loss:0.0032 train_time:3362539ms step_avg:724.37ms
step:4653/40500 train_loss:1.7746 aux_loss:0.0035 train_time:3363261ms step_avg:724.37ms
step:4654/40500 train_loss:1.7988 aux_loss:0.0034 train_time:3363982ms step_avg:724.37ms
step:4655/40500 train_loss:1.7776 aux_loss:0.0030 train_time:3364704ms step_avg:724.37ms
step:4656/40500 train_loss:1.8126 aux_loss:0.0035 train_time:3365427ms step_avg:724.37ms
step:4657/40500 train_loss:1.7482 aux_loss:0.0036 train_time:3366151ms step_avg:724.37ms
step:4658/40500 train_loss:1.8290 aux_loss:0.0033 train_time:3366868ms step_avg:724.37ms
step:4659/40500 train_loss:1.7695 aux_loss:0.0031 train_time:3367589ms step_avg:724.37ms
step:4660/40500 train_loss:1.8398 aux_loss:0.0034 train_time:3368313ms step_avg:724.37ms
step:4661/40500 train_loss:1.7428 aux_loss:0.0035 train_time:3369034ms step_avg:724.37ms
step:4662/40500 train_loss:1.8803 aux_loss:0.0037 train_time:3369756ms step_avg:724.37ms
step:4663/40500 train_loss:1.8023 aux_loss:0.0034 train_time:3370478ms step_avg:724.37ms
step:4664/40500 train_loss:1.8230 aux_loss:0.0033 train_time:3371199ms step_avg:724.37ms
step:4665/40500 train_loss:1.8124 aux_loss:0.0034 train_time:3371923ms step_avg:724.37ms
step:4666/40500 train_loss:1.7927 aux_loss:0.0034 train_time:3372645ms step_avg:724.37ms
step:4667/40500 train_loss:1.8261 aux_loss:0.0033 train_time:3373366ms step_avg:724.36ms
step:4668/40500 train_loss:1.7838 aux_loss:0.0030 train_time:3374086ms step_avg:724.36ms
step:4669/40500 train_loss:1.7671 aux_loss:0.0032 train_time:3374807ms step_avg:724.36ms
step:4670/40500 train_loss:1.8357 aux_loss:0.0031 train_time:3375529ms step_avg:724.36ms
step:4671/40500 train_loss:1.7367 aux_loss:0.0031 train_time:3376246ms step_avg:724.36ms
step:4672/40500 train_loss:1.7636 aux_loss:0.0033 train_time:3376965ms step_avg:724.36ms
step:4673/40500 train_loss:1.8251 aux_loss:0.0032 train_time:3377683ms step_avg:724.36ms
step:4674/40500 train_loss:1.7842 aux_loss:0.0031 train_time:3378404ms step_avg:724.36ms
step:4675/40500 train_loss:1.7958 aux_loss:0.0035 train_time:3379124ms step_avg:724.36ms
step:4676/40500 train_loss:1.7746 aux_loss:0.0033 train_time:3379845ms step_avg:724.36ms
step:4677/40500 train_loss:1.8307 aux_loss:0.0033 train_time:3380565ms step_avg:724.35ms
step:4678/40500 train_loss:1.8577 aux_loss:0.0032 train_time:3381284ms step_avg:724.35ms
step:4679/40500 train_loss:1.8203 aux_loss:0.0036 train_time:3382004ms step_avg:724.35ms
step:4680/40500 train_loss:1.7739 aux_loss:0.0033 train_time:3382724ms step_avg:724.35ms
step:4681/40500 train_loss:1.8272 aux_loss:0.0031 train_time:3383444ms step_avg:724.35ms
step:4682/40500 train_loss:1.8641 aux_loss:0.0035 train_time:3384165ms step_avg:724.35ms
step:4683/40500 train_loss:1.8116 aux_loss:0.0036 train_time:3384885ms step_avg:724.35ms
step:4684/40500 train_loss:1.8267 aux_loss:0.0033 train_time:3385605ms step_avg:724.35ms
step:4685/40500 train_loss:1.7881 aux_loss:0.0032 train_time:3386324ms step_avg:724.35ms
step:4686/40500 train_loss:1.7799 aux_loss:0.0035 train_time:3387043ms step_avg:724.35ms
step:4687/40500 train_loss:1.8128 aux_loss:0.0032 train_time:3387764ms step_avg:724.35ms
step:4688/40500 train_loss:1.7695 aux_loss:0.0033 train_time:3388484ms step_avg:724.34ms
step:4689/40500 train_loss:1.8273 aux_loss:0.0034 train_time:3389206ms step_avg:724.34ms
step:4690/40500 train_loss:1.8110 aux_loss:0.0032 train_time:3389925ms step_avg:724.34ms
step:4691/40500 train_loss:1.7148 aux_loss:0.0033 train_time:3390644ms step_avg:724.34ms
step:4692/40500 train_loss:1.8063 aux_loss:0.0034 train_time:3391363ms step_avg:724.34ms
step:4693/40500 train_loss:1.8206 aux_loss:0.0034 train_time:3392082ms step_avg:724.34ms
step:4694/40500 train_loss:1.8093 aux_loss:0.0034 train_time:3392802ms step_avg:724.34ms
step:4695/40500 train_loss:1.7970 aux_loss:0.0034 train_time:3393521ms step_avg:724.34ms
step:4696/40500 train_loss:1.7847 aux_loss:0.0031 train_time:3394242ms step_avg:724.34ms
step:4697/40500 train_loss:1.8622 aux_loss:0.0030 train_time:3394963ms step_avg:724.34ms
step:4698/40500 train_loss:1.8012 aux_loss:0.0031 train_time:3395682ms step_avg:724.33ms
step:4699/40500 train_loss:1.7841 aux_loss:0.0032 train_time:3396400ms step_avg:724.33ms
step:4700/40500 train_loss:1.8341 aux_loss:0.0032 train_time:3397120ms step_avg:724.33ms
step:4701/40500 train_loss:1.8344 aux_loss:0.0031 train_time:3397841ms step_avg:724.33ms
step:4702/40500 train_loss:1.7858 aux_loss:0.0031 train_time:3398561ms step_avg:724.33ms
step:4703/40500 train_loss:1.8153 aux_loss:0.0032 train_time:3399283ms step_avg:724.33ms
step:4704/40500 train_loss:1.8051 aux_loss:0.0032 train_time:3400004ms step_avg:724.33ms
step:4705/40500 train_loss:1.7623 aux_loss:0.0032 train_time:3400720ms step_avg:724.33ms
step:4706/40500 train_loss:1.8105 aux_loss:0.0034 train_time:3401439ms step_avg:724.33ms
step:4707/40500 train_loss:1.8292 aux_loss:0.0034 train_time:3402160ms step_avg:724.33ms
step:4708/40500 train_loss:1.7801 aux_loss:0.0032 train_time:3402879ms step_avg:724.33ms
step:4709/40500 train_loss:1.7808 aux_loss:0.0035 train_time:3403598ms step_avg:724.32ms
step:4710/40500 train_loss:1.7729 aux_loss:0.0034 train_time:3404318ms step_avg:724.32ms
step:4711/40500 train_loss:1.7404 aux_loss:0.0032 train_time:3405038ms step_avg:724.32ms
step:4712/40500 train_loss:1.8021 aux_loss:0.0034 train_time:3405757ms step_avg:724.32ms
step:4713/40500 train_loss:1.8080 aux_loss:0.0031 train_time:3406477ms step_avg:724.32ms
step:4714/40500 train_loss:1.7973 aux_loss:0.0033 train_time:3407198ms step_avg:724.32ms
step:4715/40500 train_loss:1.7209 aux_loss:0.0034 train_time:3407918ms step_avg:724.32ms
step:4716/40500 train_loss:1.8129 aux_loss:0.0031 train_time:3408637ms step_avg:724.32ms
step:4717/40500 train_loss:1.8617 aux_loss:0.0034 train_time:3409357ms step_avg:724.32ms
step:4718/40500 train_loss:1.8075 aux_loss:0.0033 train_time:3410077ms step_avg:724.32ms
step:4719/40500 train_loss:1.7794 aux_loss:0.0032 train_time:3410796ms step_avg:724.31ms
step:4720/40500 train_loss:1.7607 aux_loss:0.0032 train_time:3411515ms step_avg:724.31ms
step:4721/40500 train_loss:1.8088 aux_loss:0.0033 train_time:3412234ms step_avg:724.31ms
step:4722/40500 train_loss:1.8108 aux_loss:0.0032 train_time:3412956ms step_avg:724.31ms
step:4723/40500 train_loss:1.8407 aux_loss:0.0033 train_time:3413676ms step_avg:724.31ms
step:4724/40500 train_loss:1.8240 aux_loss:0.0034 train_time:3414396ms step_avg:724.31ms
step:4725/40500 train_loss:1.7564 aux_loss:0.0033 train_time:3415116ms step_avg:724.31ms
step:4726/40500 train_loss:1.7712 aux_loss:0.0033 train_time:3415836ms step_avg:724.31ms
step:4727/40500 train_loss:1.7855 aux_loss:0.0033 train_time:3416555ms step_avg:724.31ms
step:4728/40500 train_loss:1.8498 aux_loss:0.0031 train_time:3417276ms step_avg:724.31ms
step:4729/40500 train_loss:1.8008 aux_loss:0.0033 train_time:3417995ms step_avg:724.30ms
step:4730/40500 train_loss:1.7536 aux_loss:0.0035 train_time:3418715ms step_avg:724.30ms
step:4731/40500 train_loss:1.7906 aux_loss:0.0031 train_time:3419435ms step_avg:724.30ms
step:4732/40500 train_loss:1.7786 aux_loss:0.0032 train_time:3420156ms step_avg:724.30ms
step:4733/40500 train_loss:1.7845 aux_loss:0.0032 train_time:3420875ms step_avg:724.30ms
step:4734/40500 train_loss:1.7734 aux_loss:0.0034 train_time:3421593ms step_avg:724.30ms
step:4735/40500 train_loss:1.7628 aux_loss:0.0033 train_time:3422313ms step_avg:724.30ms
step:4736/40500 train_loss:1.8661 aux_loss:0.0034 train_time:3423033ms step_avg:724.30ms
step:4737/40500 train_loss:1.7965 aux_loss:0.0034 train_time:3423752ms step_avg:724.30ms
step:4738/40500 train_loss:1.7661 aux_loss:0.0034 train_time:3424473ms step_avg:724.30ms
step:4739/40500 train_loss:1.7931 aux_loss:0.0031 train_time:3425193ms step_avg:724.30ms
step:4740/40500 train_loss:1.7510 aux_loss:0.0034 train_time:3425912ms step_avg:724.29ms
step:4741/40500 train_loss:1.7646 aux_loss:0.0032 train_time:3426631ms step_avg:724.29ms
step:4742/40500 train_loss:1.7718 aux_loss:0.0035 train_time:3427352ms step_avg:724.29ms
step:4743/40500 train_loss:1.7936 aux_loss:0.0033 train_time:3428071ms step_avg:724.29ms
step:4744/40500 train_loss:1.8532 aux_loss:0.0032 train_time:3428791ms step_avg:724.29ms
step:4745/40500 train_loss:1.7663 aux_loss:0.0033 train_time:3429511ms step_avg:724.29ms
step:4746/40500 train_loss:1.7317 aux_loss:0.0035 train_time:3430231ms step_avg:724.29ms
step:4747/40500 train_loss:1.8201 aux_loss:0.0030 train_time:3430951ms step_avg:724.29ms
step:4748/40500 train_loss:1.7144 aux_loss:0.0033 train_time:3431670ms step_avg:724.29ms
step:4749/40500 train_loss:1.8269 aux_loss:0.0032 train_time:3432389ms step_avg:724.29ms
step:4750/40500 train_loss:1.8540 aux_loss:0.0033 train_time:3433112ms step_avg:724.29ms
step:4751/40500 train_loss:1.8057 aux_loss:0.0034 train_time:3433830ms step_avg:724.28ms
step:4752/40500 train_loss:1.8104 aux_loss:0.0033 train_time:3434549ms step_avg:724.28ms
step:4753/40500 train_loss:1.8077 aux_loss:0.0034 train_time:3435269ms step_avg:724.28ms
step:4754/40500 train_loss:1.7631 aux_loss:0.0033 train_time:3435987ms step_avg:724.28ms
step:4755/40500 train_loss:1.7697 aux_loss:0.0031 train_time:3436707ms step_avg:724.28ms
step:4756/40500 train_loss:1.7645 aux_loss:0.0035 train_time:3437428ms step_avg:724.28ms
step:4757/40500 train_loss:1.7293 aux_loss:0.0032 train_time:3438150ms step_avg:724.28ms
step:4758/40500 train_loss:1.7915 aux_loss:0.0033 train_time:3438869ms step_avg:724.28ms
step:4759/40500 train_loss:1.8282 aux_loss:0.0034 train_time:3439589ms step_avg:724.28ms
step:4760/40500 train_loss:1.7706 aux_loss:0.0032 train_time:3440309ms step_avg:724.28ms
step:4761/40500 train_loss:1.7696 aux_loss:0.0033 train_time:3441029ms step_avg:724.27ms
step:4762/40500 train_loss:1.8351 aux_loss:0.0033 train_time:3441748ms step_avg:724.27ms
step:4763/40500 train_loss:1.7417 aux_loss:0.0033 train_time:3442467ms step_avg:724.27ms
step:4764/40500 train_loss:1.8050 aux_loss:0.0035 train_time:3443188ms step_avg:724.27ms
step:4765/40500 train_loss:1.7811 aux_loss:0.0038 train_time:3443908ms step_avg:724.27ms
step:4766/40500 train_loss:1.8124 aux_loss:0.0034 train_time:3444629ms step_avg:724.27ms
step:4767/40500 train_loss:1.7826 aux_loss:0.0035 train_time:3445348ms step_avg:724.27ms
step:4768/40500 train_loss:1.7705 aux_loss:0.0036 train_time:3446067ms step_avg:724.27ms
step:4769/40500 train_loss:1.7817 aux_loss:0.0034 train_time:3446787ms step_avg:724.27ms
step:4770/40500 train_loss:1.7578 aux_loss:0.0035 train_time:3447508ms step_avg:724.27ms
step:4771/40500 train_loss:1.8610 aux_loss:0.0033 train_time:3448227ms step_avg:724.27ms
step:4772/40500 train_loss:1.7836 aux_loss:0.0031 train_time:3448946ms step_avg:724.26ms
step:4773/40500 train_loss:1.7978 aux_loss:0.0033 train_time:3449666ms step_avg:724.26ms
step:4774/40500 train_loss:1.7773 aux_loss:0.0032 train_time:3450386ms step_avg:724.26ms
step:4775/40500 train_loss:1.7529 aux_loss:0.0033 train_time:3451106ms step_avg:724.26ms
step:4776/40500 train_loss:1.7494 aux_loss:0.0033 train_time:3451825ms step_avg:724.26ms
step:4777/40500 train_loss:1.7803 aux_loss:0.0029 train_time:3452545ms step_avg:724.26ms
step:4778/40500 train_loss:1.8166 aux_loss:0.0036 train_time:3453265ms step_avg:724.26ms
step:4779/40500 train_loss:1.7710 aux_loss:0.0033 train_time:3453984ms step_avg:724.26ms
step:4780/40500 train_loss:1.7500 aux_loss:0.0031 train_time:3454704ms step_avg:724.26ms
step:4781/40500 train_loss:1.8145 aux_loss:0.0041 train_time:3455424ms step_avg:724.26ms
step:4782/40500 train_loss:1.7939 aux_loss:0.0036 train_time:3456144ms step_avg:724.25ms
step:4783/40500 train_loss:1.8385 aux_loss:0.0031 train_time:3456865ms step_avg:724.25ms
step:4784/40500 train_loss:1.8339 aux_loss:0.0030 train_time:3457584ms step_avg:724.25ms
step:4785/40500 train_loss:1.8003 aux_loss:0.0033 train_time:3458304ms step_avg:724.25ms
step:4786/40500 train_loss:1.8396 aux_loss:0.0032 train_time:3459023ms step_avg:724.25ms
step:4787/40500 train_loss:1.8102 aux_loss:0.0032 train_time:3459743ms step_avg:724.25ms
step:4788/40500 train_loss:1.7674 aux_loss:0.0032 train_time:3460463ms step_avg:724.25ms
step:4789/40500 train_loss:1.7930 aux_loss:0.0034 train_time:3461183ms step_avg:724.25ms
step:4790/40500 train_loss:1.8220 aux_loss:0.0031 train_time:3461903ms step_avg:724.25ms
step:4791/40500 train_loss:1.8159 aux_loss:0.0033 train_time:3462622ms step_avg:724.25ms
step:4792/40500 train_loss:1.8052 aux_loss:0.0032 train_time:3463342ms step_avg:724.25ms
step:4793/40500 train_loss:1.7901 aux_loss:0.0032 train_time:3464063ms step_avg:724.24ms
step:4794/40500 train_loss:1.8235 aux_loss:0.0034 train_time:3464782ms step_avg:724.24ms
step:4795/40500 train_loss:1.7135 aux_loss:0.0033 train_time:3465502ms step_avg:724.24ms
step:4796/40500 train_loss:1.7925 aux_loss:0.0032 train_time:3466222ms step_avg:724.24ms
step:4797/40500 train_loss:1.7947 aux_loss:0.0036 train_time:3466942ms step_avg:724.24ms
step:4798/40500 train_loss:1.8315 aux_loss:0.0034 train_time:3467661ms step_avg:724.24ms
step:4799/40500 train_loss:1.8339 aux_loss:0.0031 train_time:3468380ms step_avg:724.24ms
step:4800/40500 train_loss:1.7962 aux_loss:0.0029 train_time:3469101ms step_avg:724.24ms
step:4801/40500 train_loss:1.7039 aux_loss:0.0033 train_time:3469820ms step_avg:724.24ms
step:4802/40500 train_loss:1.8150 aux_loss:0.0033 train_time:3470540ms step_avg:724.24ms
step:4803/40500 train_loss:1.7639 aux_loss:0.0031 train_time:3471260ms step_avg:724.24ms
step:4804/40500 train_loss:1.7591 aux_loss:0.0032 train_time:3471980ms step_avg:724.23ms
step:4805/40500 train_loss:1.7913 aux_loss:0.0035 train_time:3472700ms step_avg:724.23ms
step:4806/40500 train_loss:1.7775 aux_loss:0.0032 train_time:3473421ms step_avg:724.23ms
step:4807/40500 train_loss:1.8302 aux_loss:0.0034 train_time:3474140ms step_avg:724.23ms
step:4808/40500 train_loss:1.7937 aux_loss:0.0034 train_time:3474860ms step_avg:724.23ms
step:4809/40500 train_loss:1.7547 aux_loss:0.0037 train_time:3475579ms step_avg:724.23ms
step:4810/40500 train_loss:1.7770 aux_loss:0.0032 train_time:3476299ms step_avg:724.23ms
step:4811/40500 train_loss:1.7909 aux_loss:0.0035 train_time:3477019ms step_avg:724.23ms
step:4812/40500 train_loss:1.7318 aux_loss:0.0033 train_time:3477736ms step_avg:724.23ms
step:4813/40500 train_loss:1.8000 aux_loss:0.0033 train_time:3478456ms step_avg:724.23ms
step:4814/40500 train_loss:1.7923 aux_loss:0.0036 train_time:3479173ms step_avg:724.22ms
step:4815/40500 train_loss:1.7676 aux_loss:0.0033 train_time:3479894ms step_avg:724.22ms
step:4816/40500 train_loss:1.7923 aux_loss:0.0030 train_time:3480616ms step_avg:724.22ms
step:4817/40500 train_loss:1.8357 aux_loss:0.0035 train_time:3481338ms step_avg:724.22ms
step:4818/40500 train_loss:1.8183 aux_loss:0.0034 train_time:3482058ms step_avg:724.22ms
step:4819/40500 train_loss:1.8396 aux_loss:0.0031 train_time:3482777ms step_avg:724.22ms
step:4820/40500 train_loss:1.7893 aux_loss:0.0030 train_time:3483497ms step_avg:724.22ms
step:4821/40500 train_loss:1.7874 aux_loss:0.0034 train_time:3484216ms step_avg:724.22ms
step:4822/40500 train_loss:1.7509 aux_loss:0.0033 train_time:3484935ms step_avg:724.22ms
step:4823/40500 train_loss:1.7345 aux_loss:0.0031 train_time:3485656ms step_avg:724.22ms
step:4824/40500 train_loss:1.8324 aux_loss:0.0032 train_time:3486376ms step_avg:724.22ms
step:4825/40500 train_loss:1.8117 aux_loss:0.0037 train_time:3487095ms step_avg:724.21ms
step:4826/40500 train_loss:1.8347 aux_loss:0.0032 train_time:3487815ms step_avg:724.21ms
step:4827/40500 train_loss:1.8227 aux_loss:0.0030 train_time:3488535ms step_avg:724.21ms
step:4828/40500 train_loss:1.8234 aux_loss:0.0034 train_time:3489255ms step_avg:724.21ms
step:4829/40500 train_loss:1.7625 aux_loss:0.0034 train_time:3489976ms step_avg:724.21ms
step:4830/40500 train_loss:1.7522 aux_loss:0.0032 train_time:3490694ms step_avg:724.21ms
step:4831/40500 train_loss:1.8223 aux_loss:0.0031 train_time:3491415ms step_avg:724.21ms
step:4832/40500 train_loss:1.8255 aux_loss:0.0032 train_time:3492134ms step_avg:724.21ms
step:4833/40500 train_loss:1.7353 aux_loss:0.0030 train_time:3492853ms step_avg:724.21ms
step:4834/40500 train_loss:1.7627 aux_loss:0.0032 train_time:3493573ms step_avg:724.21ms
step:4835/40500 train_loss:1.7485 aux_loss:0.0031 train_time:3494294ms step_avg:724.21ms
step:4836/40500 train_loss:1.7943 aux_loss:0.0033 train_time:3495013ms step_avg:724.20ms
step:4837/40500 train_loss:1.7515 aux_loss:0.0034 train_time:3495733ms step_avg:724.20ms
step:4838/40500 train_loss:1.7270 aux_loss:0.0031 train_time:3496455ms step_avg:724.20ms
step:4839/40500 train_loss:1.8187 aux_loss:0.0033 train_time:3497174ms step_avg:724.20ms
step:4840/40500 train_loss:1.8031 aux_loss:0.0033 train_time:3497893ms step_avg:724.20ms
step:4841/40500 train_loss:1.8326 aux_loss:0.0035 train_time:3498612ms step_avg:724.20ms
step:4842/40500 train_loss:1.8109 aux_loss:0.0032 train_time:3499332ms step_avg:724.20ms
step:4843/40500 train_loss:1.8173 aux_loss:0.0032 train_time:3500052ms step_avg:724.20ms
step:4844/40500 train_loss:1.7909 aux_loss:0.0033 train_time:3500773ms step_avg:724.20ms
step:4845/40500 train_loss:1.8609 aux_loss:0.0035 train_time:3501493ms step_avg:724.20ms
step:4846/40500 train_loss:1.8245 aux_loss:0.0033 train_time:3502211ms step_avg:724.20ms
step:4847/40500 train_loss:1.7515 aux_loss:0.0032 train_time:3502932ms step_avg:724.20ms
step:4848/40500 train_loss:1.8009 aux_loss:0.0034 train_time:3503651ms step_avg:724.19ms
step:4849/40500 train_loss:1.8617 aux_loss:0.0035 train_time:3504370ms step_avg:724.19ms
step:4850/40500 train_loss:1.8420 aux_loss:0.0035 train_time:3505091ms step_avg:724.19ms
step:4851/40500 train_loss:1.7993 aux_loss:0.0034 train_time:3505811ms step_avg:724.19ms
step:4852/40500 train_loss:1.7702 aux_loss:0.0034 train_time:3506530ms step_avg:724.19ms
step:4853/40500 train_loss:1.7879 aux_loss:0.0033 train_time:3507248ms step_avg:724.19ms
step:4854/40500 train_loss:1.7740 aux_loss:0.0032 train_time:3507969ms step_avg:724.19ms
step:4855/40500 train_loss:1.7535 aux_loss:0.0035 train_time:3508688ms step_avg:724.19ms
step:4856/40500 train_loss:1.7847 aux_loss:0.0032 train_time:3509408ms step_avg:724.19ms
step:4857/40500 train_loss:1.7182 aux_loss:0.0032 train_time:3510130ms step_avg:724.19ms
step:4858/40500 train_loss:1.8134 aux_loss:0.0036 train_time:3510849ms step_avg:724.19ms
step:4859/40500 train_loss:1.7952 aux_loss:0.0036 train_time:3511566ms step_avg:724.18ms
step:4860/40500 train_loss:1.8468 aux_loss:0.0032 train_time:3512286ms step_avg:724.18ms
step:4861/40500 train_loss:1.8473 aux_loss:0.0030 train_time:3513007ms step_avg:724.18ms
step:4862/40500 train_loss:1.7987 aux_loss:0.0035 train_time:3513726ms step_avg:724.18ms
step:4863/40500 train_loss:1.8483 aux_loss:0.0035 train_time:3514446ms step_avg:724.18ms
step:4864/40500 train_loss:1.8336 aux_loss:0.0031 train_time:3515167ms step_avg:724.18ms
step:4865/40500 train_loss:1.7908 aux_loss:0.0034 train_time:3515886ms step_avg:724.18ms
step:4866/40500 train_loss:1.7720 aux_loss:0.0034 train_time:3516608ms step_avg:724.18ms
step:4867/40500 train_loss:1.7762 aux_loss:0.0033 train_time:3517328ms step_avg:724.18ms
step:4868/40500 train_loss:1.7509 aux_loss:0.0032 train_time:3518049ms step_avg:724.18ms
step:4869/40500 train_loss:1.7739 aux_loss:0.0032 train_time:3518770ms step_avg:724.18ms
step:4870/40500 train_loss:1.8148 aux_loss:0.0033 train_time:3519489ms step_avg:724.17ms
step:4871/40500 train_loss:1.7660 aux_loss:0.0032 train_time:3520208ms step_avg:724.17ms
step:4872/40500 train_loss:1.7636 aux_loss:0.0033 train_time:3520928ms step_avg:724.17ms
step:4873/40500 train_loss:1.7789 aux_loss:0.0033 train_time:3521647ms step_avg:724.17ms
step:4874/40500 train_loss:1.7984 aux_loss:0.0033 train_time:3522366ms step_avg:724.17ms
step:4875/40500 train_loss:1.8030 aux_loss:0.0032 train_time:3523086ms step_avg:724.17ms
step:4876/40500 train_loss:1.8044 aux_loss:0.0038 train_time:3523805ms step_avg:724.17ms
step:4877/40500 train_loss:1.8187 aux_loss:0.0034 train_time:3524524ms step_avg:724.17ms
step:4878/40500 train_loss:1.7392 aux_loss:0.0035 train_time:3525245ms step_avg:724.17ms
step:4879/40500 train_loss:1.7956 aux_loss:0.0036 train_time:3525965ms step_avg:724.17ms
step:4880/40500 train_loss:1.8056 aux_loss:0.0032 train_time:3526685ms step_avg:724.17ms
step:4881/40500 train_loss:1.7696 aux_loss:0.0032 train_time:3527404ms step_avg:724.16ms
step:4882/40500 train_loss:1.8085 aux_loss:0.0033 train_time:3528125ms step_avg:724.16ms
step:4883/40500 train_loss:1.8133 aux_loss:0.0034 train_time:3528845ms step_avg:724.16ms
step:4884/40500 train_loss:1.9004 aux_loss:0.0035 train_time:3529564ms step_avg:724.16ms
step:4885/40500 train_loss:1.7519 aux_loss:0.0032 train_time:3530284ms step_avg:724.16ms
step:4886/40500 train_loss:1.8411 aux_loss:0.0032 train_time:3531004ms step_avg:724.16ms
step:4887/40500 train_loss:1.7621 aux_loss:0.0033 train_time:3531724ms step_avg:724.16ms
step:4888/40500 train_loss:1.7931 aux_loss:0.0035 train_time:3532444ms step_avg:724.16ms
step:4889/40500 train_loss:1.8090 aux_loss:0.0031 train_time:3533164ms step_avg:724.16ms
step:4890/40500 train_loss:1.7339 aux_loss:0.0032 train_time:3533882ms step_avg:724.16ms
step:4891/40500 train_loss:1.7653 aux_loss:0.0036 train_time:3534601ms step_avg:724.16ms
step:4892/40500 train_loss:1.7812 aux_loss:0.0034 train_time:3535321ms step_avg:724.15ms
step:4893/40500 train_loss:1.8019 aux_loss:0.0033 train_time:3536041ms step_avg:724.15ms
step:4894/40500 train_loss:1.7706 aux_loss:0.0031 train_time:3536761ms step_avg:724.15ms
step:4895/40500 train_loss:1.8408 aux_loss:0.0031 train_time:3537480ms step_avg:724.15ms
step:4896/40500 train_loss:1.7806 aux_loss:0.0030 train_time:3538200ms step_avg:724.15ms
step:4897/40500 train_loss:1.8427 aux_loss:0.0034 train_time:3538921ms step_avg:724.15ms
step:4898/40500 train_loss:1.8182 aux_loss:0.0030 train_time:3539641ms step_avg:724.15ms
step:4899/40500 train_loss:1.7830 aux_loss:0.0034 train_time:3540363ms step_avg:724.15ms
step:4900/40500 train_loss:1.7479 aux_loss:0.0034 train_time:3541083ms step_avg:724.15ms
step:4901/40500 train_loss:1.7512 aux_loss:0.0036 train_time:3541800ms step_avg:724.15ms
step:4902/40500 train_loss:1.8010 aux_loss:0.0033 train_time:3542520ms step_avg:724.15ms
step:4903/40500 train_loss:1.7240 aux_loss:0.0033 train_time:3543239ms step_avg:724.14ms
step:4904/40500 train_loss:1.8160 aux_loss:0.0037 train_time:3543960ms step_avg:724.14ms
step:4905/40500 train_loss:1.8163 aux_loss:0.0033 train_time:3544679ms step_avg:724.14ms
step:4906/40500 train_loss:1.8061 aux_loss:0.0031 train_time:3545401ms step_avg:724.14ms
step:4907/40500 train_loss:1.7840 aux_loss:0.0032 train_time:3546121ms step_avg:724.14ms
step:4908/40500 train_loss:1.7368 aux_loss:0.0031 train_time:3546839ms step_avg:724.14ms
step:4909/40500 train_loss:1.7990 aux_loss:0.0031 train_time:3547559ms step_avg:724.14ms
step:4910/40500 train_loss:1.7985 aux_loss:0.0032 train_time:3548280ms step_avg:724.14ms
step:4911/40500 train_loss:1.7105 aux_loss:0.0034 train_time:3549001ms step_avg:724.14ms
step:4912/40500 train_loss:1.7582 aux_loss:0.0033 train_time:3549719ms step_avg:724.14ms
step:4913/40500 train_loss:1.8932 aux_loss:0.0032 train_time:3550440ms step_avg:724.14ms
step:4914/40500 train_loss:1.7495 aux_loss:0.0034 train_time:3551160ms step_avg:724.14ms
step:4915/40500 train_loss:1.7861 aux_loss:0.0032 train_time:3551879ms step_avg:724.13ms
step:4916/40500 train_loss:1.8621 aux_loss:0.0032 train_time:3552599ms step_avg:724.13ms
step:4917/40500 train_loss:1.7863 aux_loss:0.0034 train_time:3553319ms step_avg:724.13ms
step:4918/40500 train_loss:1.8203 aux_loss:0.0031 train_time:3554039ms step_avg:724.13ms
step:4919/40500 train_loss:1.7981 aux_loss:0.0033 train_time:3554759ms step_avg:724.13ms
step:4920/40500 train_loss:1.8122 aux_loss:0.0033 train_time:3555481ms step_avg:724.13ms
step:4921/40500 train_loss:1.8011 aux_loss:0.0030 train_time:3556201ms step_avg:724.13ms
step:4922/40500 train_loss:1.7780 aux_loss:0.0033 train_time:3556919ms step_avg:724.13ms
step:4923/40500 train_loss:1.7821 aux_loss:0.0034 train_time:3557639ms step_avg:724.13ms
step:4924/40500 train_loss:1.7505 aux_loss:0.0033 train_time:3558357ms step_avg:724.13ms
step:4925/40500 train_loss:1.7635 aux_loss:0.0032 train_time:3559076ms step_avg:724.13ms
step:4926/40500 train_loss:1.7767 aux_loss:0.0034 train_time:3559796ms step_avg:724.12ms
step:4927/40500 train_loss:1.7268 aux_loss:0.0033 train_time:3560515ms step_avg:724.12ms
step:4928/40500 train_loss:1.7756 aux_loss:0.0029 train_time:3561235ms step_avg:724.12ms
step:4929/40500 train_loss:1.8027 aux_loss:0.0033 train_time:3561955ms step_avg:724.12ms
step:4930/40500 train_loss:1.7875 aux_loss:0.0034 train_time:3562673ms step_avg:724.12ms
step:4931/40500 train_loss:1.7374 aux_loss:0.0032 train_time:3563393ms step_avg:724.12ms
step:4932/40500 train_loss:1.8008 aux_loss:0.0031 train_time:3564113ms step_avg:724.12ms
step:4933/40500 train_loss:1.7864 aux_loss:0.0034 train_time:3564833ms step_avg:724.12ms
step:4934/40500 train_loss:1.8165 aux_loss:0.0035 train_time:3565554ms step_avg:724.12ms
step:4935/40500 train_loss:1.8387 aux_loss:0.0032 train_time:3566273ms step_avg:724.12ms
step:4936/40500 train_loss:1.7905 aux_loss:0.0032 train_time:3566993ms step_avg:724.12ms
step:4937/40500 train_loss:1.7556 aux_loss:0.0032 train_time:3567713ms step_avg:724.11ms
step:4938/40500 train_loss:1.8400 aux_loss:0.0033 train_time:3568432ms step_avg:724.11ms
step:4939/40500 train_loss:1.7426 aux_loss:0.0033 train_time:3569152ms step_avg:724.11ms
step:4940/40500 train_loss:1.8292 aux_loss:0.0032 train_time:3569873ms step_avg:724.11ms
step:4941/40500 train_loss:1.7986 aux_loss:0.0033 train_time:3570592ms step_avg:724.11ms
step:4942/40500 train_loss:1.7425 aux_loss:0.0030 train_time:3571312ms step_avg:724.11ms
step:4943/40500 train_loss:1.7767 aux_loss:0.0030 train_time:3572032ms step_avg:724.11ms
step:4944/40500 train_loss:1.8054 aux_loss:0.0034 train_time:3572751ms step_avg:724.11ms
step:4945/40500 train_loss:1.7419 aux_loss:0.0032 train_time:3573470ms step_avg:724.11ms
step:4946/40500 train_loss:1.7767 aux_loss:0.0032 train_time:3574190ms step_avg:724.11ms
step:4947/40500 train_loss:1.7793 aux_loss:0.0033 train_time:3574911ms step_avg:724.11ms
step:4948/40500 train_loss:1.7746 aux_loss:0.0033 train_time:3575631ms step_avg:724.11ms
step:4949/40500 train_loss:1.7430 aux_loss:0.0034 train_time:3576350ms step_avg:724.10ms
step:4950/40500 train_loss:1.7623 aux_loss:0.0035 train_time:3577071ms step_avg:724.10ms
step:4951/40500 train_loss:1.7611 aux_loss:0.0033 train_time:3577790ms step_avg:724.10ms
step:4952/40500 train_loss:1.8247 aux_loss:0.0034 train_time:3578509ms step_avg:724.10ms
step:4953/40500 train_loss:1.8036 aux_loss:0.0034 train_time:3579230ms step_avg:724.10ms
step:4954/40500 train_loss:1.8262 aux_loss:0.0033 train_time:3579948ms step_avg:724.10ms
step:4955/40500 train_loss:1.8021 aux_loss:0.0033 train_time:3580669ms step_avg:724.10ms
step:4956/40500 train_loss:1.8142 aux_loss:0.0032 train_time:3581388ms step_avg:724.10ms
step:4957/40500 train_loss:1.8682 aux_loss:0.0031 train_time:3582107ms step_avg:724.10ms
step:4958/40500 train_loss:1.8019 aux_loss:0.0031 train_time:3582827ms step_avg:724.10ms
step:4959/40500 train_loss:1.8034 aux_loss:0.0030 train_time:3583547ms step_avg:724.10ms
step:4960/40500 train_loss:1.7801 aux_loss:0.0031 train_time:3584265ms step_avg:724.09ms
step:4961/40500 train_loss:1.8656 aux_loss:0.0030 train_time:3584987ms step_avg:724.09ms
step:4962/40500 train_loss:1.7534 aux_loss:0.0030 train_time:3585707ms step_avg:724.09ms
step:4963/40500 train_loss:1.7538 aux_loss:0.0033 train_time:3586427ms step_avg:724.09ms
step:4964/40500 train_loss:1.7566 aux_loss:0.0036 train_time:3587147ms step_avg:724.09ms
step:4965/40500 train_loss:1.7934 aux_loss:0.0029 train_time:3587866ms step_avg:724.09ms
step:4966/40500 train_loss:1.8756 aux_loss:0.0033 train_time:3588585ms step_avg:724.09ms
step:4967/40500 train_loss:1.7880 aux_loss:0.0037 train_time:3589307ms step_avg:724.09ms
step:4968/40500 train_loss:1.8305 aux_loss:0.0032 train_time:3590026ms step_avg:724.09ms
step:4969/40500 train_loss:1.8191 aux_loss:0.0030 train_time:3590746ms step_avg:724.09ms
step:4970/40500 train_loss:1.7334 aux_loss:0.0034 train_time:3591465ms step_avg:724.09ms
step:4971/40500 train_loss:1.7716 aux_loss:0.0032 train_time:3592185ms step_avg:724.08ms
step:4972/40500 train_loss:1.8199 aux_loss:0.0031 train_time:3592906ms step_avg:724.08ms
step:4973/40500 train_loss:1.8404 aux_loss:0.0031 train_time:3593625ms step_avg:724.08ms
step:4974/40500 train_loss:1.8457 aux_loss:0.0034 train_time:3594346ms step_avg:724.08ms
step:4975/40500 train_loss:1.7509 aux_loss:0.0034 train_time:3595065ms step_avg:724.08ms
step:4976/40500 train_loss:1.7335 aux_loss:0.0033 train_time:3595784ms step_avg:724.08ms
step:4977/40500 train_loss:1.8245 aux_loss:0.0034 train_time:3596504ms step_avg:724.08ms
step:4978/40500 train_loss:1.8216 aux_loss:0.0033 train_time:3597224ms step_avg:724.08ms
step:4979/40500 train_loss:1.7510 aux_loss:0.0032 train_time:3597944ms step_avg:724.08ms
step:4980/40500 train_loss:1.8518 aux_loss:0.0033 train_time:3598663ms step_avg:724.08ms
step:4981/40500 train_loss:1.7814 aux_loss:0.0033 train_time:3599383ms step_avg:724.08ms
step:4982/40500 train_loss:1.7630 aux_loss:0.0033 train_time:3600103ms step_avg:724.08ms
step:4983/40500 train_loss:1.8430 aux_loss:0.0037 train_time:3600823ms step_avg:724.07ms
step:4984/40500 train_loss:1.7930 aux_loss:0.0034 train_time:3601543ms step_avg:724.07ms
step:4985/40500 train_loss:1.8133 aux_loss:0.0032 train_time:3602263ms step_avg:724.07ms
step:4986/40500 train_loss:1.7369 aux_loss:0.0029 train_time:3602982ms step_avg:724.07ms
step:4987/40500 train_loss:1.7648 aux_loss:0.0031 train_time:3603701ms step_avg:724.07ms
step:4988/40500 train_loss:1.8263 aux_loss:0.0031 train_time:3604422ms step_avg:724.07ms
step:4989/40500 train_loss:1.7617 aux_loss:0.0029 train_time:3605141ms step_avg:724.07ms
step:4990/40500 train_loss:1.7484 aux_loss:0.0032 train_time:3605862ms step_avg:724.07ms
step:4991/40500 train_loss:1.7459 aux_loss:0.0036 train_time:3606582ms step_avg:724.07ms
step:4992/40500 train_loss:1.8248 aux_loss:0.0035 train_time:3607303ms step_avg:724.07ms
step:4993/40500 train_loss:1.7922 aux_loss:0.0030 train_time:3608021ms step_avg:724.07ms
step:4994/40500 train_loss:1.8229 aux_loss:0.0032 train_time:3608740ms step_avg:724.06ms
step:4995/40500 train_loss:1.7229 aux_loss:0.0033 train_time:3609461ms step_avg:724.06ms
step:4996/40500 train_loss:1.7833 aux_loss:0.0033 train_time:3610179ms step_avg:724.06ms
step:4997/40500 train_loss:1.7636 aux_loss:0.0033 train_time:3610900ms step_avg:724.06ms
step:4998/40500 train_loss:1.7832 aux_loss:0.0035 train_time:3611620ms step_avg:724.06ms
step:4999/40500 train_loss:1.7623 aux_loss:0.0034 train_time:3612340ms step_avg:724.06ms
step:5000/40500 train_loss:1.7383 aux_loss:0.0032 train_time:3613060ms step_avg:724.06ms
step:5001/40500 train_loss:1.8568 aux_loss:0.0033 train_time:3613781ms step_avg:724.06ms
step:5002/40500 train_loss:1.7815 aux_loss:0.0031 train_time:3614500ms step_avg:724.06ms
step:5003/40500 train_loss:1.7862 aux_loss:0.0031 train_time:3615219ms step_avg:724.06ms
step:5004/40500 train_loss:1.7804 aux_loss:0.0032 train_time:3615940ms step_avg:724.06ms
step:5005/40500 train_loss:1.8162 aux_loss:0.0034 train_time:3616659ms step_avg:724.06ms
step:5006/40500 train_loss:1.7901 aux_loss:0.0031 train_time:3617377ms step_avg:724.05ms
step:5007/40500 train_loss:1.8525 aux_loss:0.0031 train_time:3618098ms step_avg:724.05ms
step:5008/40500 train_loss:1.8164 aux_loss:0.0032 train_time:3618817ms step_avg:724.05ms
step:5009/40500 train_loss:1.8437 aux_loss:0.0031 train_time:3619537ms step_avg:724.05ms
step:5010/40500 train_loss:1.7722 aux_loss:0.0032 train_time:3620257ms step_avg:724.05ms
step:5011/40500 train_loss:1.7646 aux_loss:0.0033 train_time:3620977ms step_avg:724.05ms
step:5012/40500 train_loss:1.8123 aux_loss:0.0031 train_time:3621696ms step_avg:724.05ms
step:5013/40500 train_loss:1.7722 aux_loss:0.0032 train_time:3622418ms step_avg:724.05ms
step:5014/40500 train_loss:1.7706 aux_loss:0.0034 train_time:3623138ms step_avg:724.05ms
step:5015/40500 train_loss:1.7740 aux_loss:0.0032 train_time:3623859ms step_avg:724.05ms
step:5016/40500 train_loss:1.7126 aux_loss:0.0033 train_time:3624580ms step_avg:724.05ms
step:5017/40500 train_loss:1.8324 aux_loss:0.0035 train_time:3625301ms step_avg:724.05ms
step:5018/40500 train_loss:1.7690 aux_loss:0.0035 train_time:3626024ms step_avg:724.05ms
step:5019/40500 train_loss:1.8159 aux_loss:0.0033 train_time:3626745ms step_avg:724.05ms
step:5020/40500 train_loss:1.7946 aux_loss:0.0033 train_time:3627465ms step_avg:724.04ms
step:5021/40500 train_loss:1.7983 aux_loss:0.0034 train_time:3628190ms step_avg:724.05ms
step:5022/40500 train_loss:1.7937 aux_loss:0.0037 train_time:3628916ms step_avg:724.05ms
step:5023/40500 train_loss:1.8099 aux_loss:0.0032 train_time:3629635ms step_avg:724.04ms
step:5024/40500 train_loss:1.8154 aux_loss:0.0032 train_time:3630356ms step_avg:724.04ms
step:5025/40500 train_loss:1.8103 aux_loss:0.0034 train_time:3631076ms step_avg:724.04ms
step:5026/40500 train_loss:1.7283 aux_loss:0.0034 train_time:3631794ms step_avg:724.04ms
step:5027/40500 train_loss:1.7898 aux_loss:0.0033 train_time:3632513ms step_avg:724.04ms
step:5028/40500 train_loss:1.7403 aux_loss:0.0033 train_time:3633232ms step_avg:724.04ms
step:5029/40500 train_loss:1.7649 aux_loss:0.0035 train_time:3633954ms step_avg:724.04ms
step:5030/40500 train_loss:1.7499 aux_loss:0.0032 train_time:3634674ms step_avg:724.04ms
step:5031/40500 train_loss:1.7723 aux_loss:0.0032 train_time:3635393ms step_avg:724.04ms
step:5032/40500 train_loss:1.7643 aux_loss:0.0034 train_time:3636114ms step_avg:724.04ms
step:5033/40500 train_loss:1.7977 aux_loss:0.0031 train_time:3636834ms step_avg:724.04ms
step:5034/40500 train_loss:1.7731 aux_loss:0.0032 train_time:3637553ms step_avg:724.04ms
step:5035/40500 train_loss:1.7895 aux_loss:0.0034 train_time:3638273ms step_avg:724.03ms
step:5036/40500 train_loss:1.7182 aux_loss:0.0031 train_time:3638994ms step_avg:724.03ms
step:5037/40500 train_loss:1.8317 aux_loss:0.0032 train_time:3639714ms step_avg:724.03ms
step:5038/40500 train_loss:1.7883 aux_loss:0.0037 train_time:3640433ms step_avg:724.03ms
step:5039/40500 train_loss:1.7735 aux_loss:0.0034 train_time:3641153ms step_avg:724.03ms
step:5040/40500 train_loss:1.7489 aux_loss:0.0032 train_time:3641872ms step_avg:724.03ms
step:5041/40500 train_loss:1.7662 aux_loss:0.0031 train_time:3642592ms step_avg:724.03ms
step:5042/40500 train_loss:1.7522 aux_loss:0.0035 train_time:3643311ms step_avg:724.03ms
step:5043/40500 train_loss:1.7569 aux_loss:0.0036 train_time:3644033ms step_avg:724.03ms
step:5044/40500 train_loss:1.8468 aux_loss:0.0034 train_time:3644752ms step_avg:724.03ms
step:5045/40500 train_loss:1.8175 aux_loss:0.0033 train_time:3645471ms step_avg:724.03ms
step:5046/40500 train_loss:1.7737 aux_loss:0.0033 train_time:3646192ms step_avg:724.03ms
step:5047/40500 train_loss:1.8066 aux_loss:0.0031 train_time:3646912ms step_avg:724.02ms
step:5048/40500 train_loss:1.8084 aux_loss:0.0033 train_time:3647631ms step_avg:724.02ms
step:5049/40500 train_loss:1.8017 aux_loss:0.0030 train_time:3648350ms step_avg:724.02ms
step:5050/40500 train_loss:1.7931 aux_loss:0.0033 train_time:3649069ms step_avg:724.02ms
step:5051/40500 train_loss:1.7815 aux_loss:0.0033 train_time:3649789ms step_avg:724.02ms
step:5052/40500 train_loss:1.8571 aux_loss:0.0032 train_time:3650509ms step_avg:724.02ms
step:5053/40500 train_loss:1.8192 aux_loss:0.0031 train_time:3651229ms step_avg:724.02ms
step:5054/40500 train_loss:1.7517 aux_loss:0.0031 train_time:3651952ms step_avg:724.02ms
step:5055/40500 train_loss:1.8083 aux_loss:0.0033 train_time:3652671ms step_avg:724.02ms
step:5056/40500 train_loss:1.7232 aux_loss:0.0032 train_time:3653389ms step_avg:724.02ms
step:5057/40500 train_loss:1.7244 aux_loss:0.0033 train_time:3654108ms step_avg:724.02ms
step:5058/40500 train_loss:1.7786 aux_loss:0.0030 train_time:3654827ms step_avg:724.01ms
step:5059/40500 train_loss:1.8318 aux_loss:0.0032 train_time:3655548ms step_avg:724.01ms
step:5060/40500 train_loss:1.7746 aux_loss:0.0033 train_time:3656268ms step_avg:724.01ms
step:5061/40500 train_loss:1.8305 aux_loss:0.0031 train_time:3656988ms step_avg:724.01ms
step:5062/40500 train_loss:1.7435 aux_loss:0.0034 train_time:3657707ms step_avg:724.01ms
step:5063/40500 train_loss:1.7879 aux_loss:0.0035 train_time:3658428ms step_avg:724.01ms
step:5064/40500 train_loss:1.8052 aux_loss:0.0033 train_time:3659148ms step_avg:724.01ms
step:5065/40500 train_loss:1.7966 aux_loss:0.0031 train_time:3659867ms step_avg:724.01ms
step:5066/40500 train_loss:1.7614 aux_loss:0.0036 train_time:3660588ms step_avg:724.01ms
step:5067/40500 train_loss:1.7666 aux_loss:0.0035 train_time:3661309ms step_avg:724.01ms
step:5068/40500 train_loss:1.7840 aux_loss:0.0029 train_time:3662028ms step_avg:724.01ms
step:5069/40500 train_loss:1.7403 aux_loss:0.0030 train_time:3662750ms step_avg:724.01ms
step:5070/40500 train_loss:1.7879 aux_loss:0.0033 train_time:3663468ms step_avg:724.01ms
step:5071/40500 train_loss:1.7631 aux_loss:0.0034 train_time:3664185ms step_avg:724.00ms
step:5072/40500 train_loss:1.8178 aux_loss:0.0032 train_time:3664905ms step_avg:724.00ms
step:5073/40500 train_loss:1.7934 aux_loss:0.0032 train_time:3665626ms step_avg:724.00ms
step:5074/40500 train_loss:1.7828 aux_loss:0.0032 train_time:3666345ms step_avg:724.00ms
step:5075/40500 train_loss:1.7494 aux_loss:0.0033 train_time:3667065ms step_avg:724.00ms
step:5076/40500 train_loss:1.8074 aux_loss:0.0032 train_time:3667785ms step_avg:724.00ms
step:5077/40500 train_loss:1.8043 aux_loss:0.0032 train_time:3668504ms step_avg:724.00ms
step:5078/40500 train_loss:1.7525 aux_loss:0.0032 train_time:3669223ms step_avg:724.00ms
step:5079/40500 train_loss:1.8014 aux_loss:0.0034 train_time:3669943ms step_avg:724.00ms
step:5080/40500 train_loss:1.7400 aux_loss:0.0039 train_time:3670663ms step_avg:724.00ms
step:5081/40500 train_loss:1.7475 aux_loss:0.0032 train_time:3671383ms step_avg:724.00ms
step:5082/40500 train_loss:1.7544 aux_loss:0.0032 train_time:3672102ms step_avg:723.99ms
step:5083/40500 train_loss:1.8130 aux_loss:0.0034 train_time:3672822ms step_avg:723.99ms
step:5084/40500 train_loss:1.7666 aux_loss:0.0031 train_time:3673542ms step_avg:723.99ms
step:5085/40500 train_loss:1.7848 aux_loss:0.0030 train_time:3674261ms step_avg:723.99ms
step:5086/40500 train_loss:1.7490 aux_loss:0.0033 train_time:3674981ms step_avg:723.99ms
step:5087/40500 train_loss:1.8337 aux_loss:0.0032 train_time:3675702ms step_avg:723.99ms
step:5088/40500 train_loss:1.7005 aux_loss:0.0031 train_time:3676421ms step_avg:723.99ms
step:5089/40500 train_loss:1.7876 aux_loss:0.0032 train_time:3677143ms step_avg:723.99ms
step:5090/40500 train_loss:1.7951 aux_loss:0.0034 train_time:3677860ms step_avg:723.99ms
step:5091/40500 train_loss:1.7323 aux_loss:0.0037 train_time:3678583ms step_avg:723.99ms
step:5092/40500 train_loss:1.8507 aux_loss:0.0036 train_time:3679302ms step_avg:723.99ms
step:5093/40500 train_loss:1.7476 aux_loss:0.0033 train_time:3680021ms step_avg:723.99ms
step:5094/40500 train_loss:1.7492 aux_loss:0.0033 train_time:3680741ms step_avg:723.99ms
step:5095/40500 train_loss:1.7740 aux_loss:0.0030 train_time:3681461ms step_avg:723.98ms
step:5096/40500 train_loss:1.8523 aux_loss:0.0033 train_time:3682181ms step_avg:723.98ms
step:5097/40500 train_loss:1.7592 aux_loss:0.0032 train_time:3682900ms step_avg:723.98ms
step:5098/40500 train_loss:1.7898 aux_loss:0.0032 train_time:3683620ms step_avg:723.98ms
step:5099/40500 train_loss:1.7793 aux_loss:0.0030 train_time:3684339ms step_avg:723.98ms
step:5100/40500 train_loss:1.7961 aux_loss:0.0033 train_time:3685059ms step_avg:723.98ms
step:5101/40500 train_loss:1.7762 aux_loss:0.0033 train_time:3685778ms step_avg:723.98ms
step:5102/40500 train_loss:1.7918 aux_loss:0.0031 train_time:3686498ms step_avg:723.98ms
step:5103/40500 train_loss:1.8037 aux_loss:0.0033 train_time:3687219ms step_avg:723.98ms
step:5104/40500 train_loss:1.7762 aux_loss:0.0034 train_time:3687937ms step_avg:723.98ms
step:5105/40500 train_loss:1.7238 aux_loss:0.0033 train_time:3688657ms step_avg:723.98ms
step:5106/40500 train_loss:1.7579 aux_loss:0.0034 train_time:3689376ms step_avg:723.97ms
step:5107/40500 train_loss:1.6802 aux_loss:0.0031 train_time:3690097ms step_avg:723.97ms
step:5108/40500 train_loss:1.7785 aux_loss:0.0032 train_time:3690816ms step_avg:723.97ms
step:5109/40500 train_loss:1.7736 aux_loss:0.0034 train_time:3691536ms step_avg:723.97ms
step:5110/40500 train_loss:1.7988 aux_loss:0.0032 train_time:3692257ms step_avg:723.97ms
step:5111/40500 train_loss:1.7487 aux_loss:0.0030 train_time:3692976ms step_avg:723.97ms
step:5112/40500 train_loss:1.8305 aux_loss:0.0032 train_time:3693695ms step_avg:723.97ms
step:5113/40500 train_loss:1.7952 aux_loss:0.0033 train_time:3694415ms step_avg:723.97ms
step:5114/40500 train_loss:1.8047 aux_loss:0.0033 train_time:3695134ms step_avg:723.97ms
step:5115/40500 train_loss:1.7791 aux_loss:0.0035 train_time:3695854ms step_avg:723.97ms
step:5116/40500 train_loss:1.7761 aux_loss:0.0033 train_time:3696574ms step_avg:723.97ms
step:5117/40500 train_loss:1.7544 aux_loss:0.0034 train_time:3697294ms step_avg:723.97ms
step:5118/40500 train_loss:1.8277 aux_loss:0.0031 train_time:3698013ms step_avg:723.96ms
step:5119/40500 train_loss:1.7660 aux_loss:0.0033 train_time:3698734ms step_avg:723.96ms
step:5120/40500 train_loss:1.7504 aux_loss:0.0036 train_time:3699452ms step_avg:723.96ms
step:5121/40500 train_loss:1.7594 aux_loss:0.0031 train_time:3700172ms step_avg:723.96ms
step:5122/40500 train_loss:1.6885 aux_loss:0.0032 train_time:3700892ms step_avg:723.96ms
step:5123/40500 train_loss:1.8604 aux_loss:0.0035 train_time:3701613ms step_avg:723.96ms
step:5124/40500 train_loss:1.7952 aux_loss:0.0033 train_time:3702335ms step_avg:723.96ms
step:5125/40500 train_loss:1.7467 aux_loss:0.0030 train_time:3703054ms step_avg:723.96ms
step:5126/40500 train_loss:1.7634 aux_loss:0.0032 train_time:3703775ms step_avg:723.96ms
step:5127/40500 train_loss:1.7862 aux_loss:0.0032 train_time:3704494ms step_avg:723.96ms
step:5128/40500 train_loss:1.7842 aux_loss:0.0030 train_time:3705213ms step_avg:723.96ms
step:5129/40500 train_loss:1.6632 aux_loss:0.0031 train_time:3705935ms step_avg:723.96ms
step:5130/40500 train_loss:1.7452 aux_loss:0.0036 train_time:3706655ms step_avg:723.96ms
step:5131/40500 train_loss:1.7877 aux_loss:0.0033 train_time:3707374ms step_avg:723.96ms
step:5132/40500 train_loss:1.7717 aux_loss:0.0031 train_time:3708093ms step_avg:723.95ms
step:5133/40500 train_loss:1.7495 aux_loss:0.0031 train_time:3708813ms step_avg:723.95ms
step:5134/40500 train_loss:1.7991 aux_loss:0.0034 train_time:3709532ms step_avg:723.95ms
step:5135/40500 train_loss:1.8030 aux_loss:0.0033 train_time:3710251ms step_avg:723.95ms
step:5136/40500 train_loss:1.8754 aux_loss:0.0032 train_time:3710973ms step_avg:723.95ms
step:5137/40500 train_loss:1.7245 aux_loss:0.0032 train_time:3711691ms step_avg:723.95ms
step:5138/40500 train_loss:1.8201 aux_loss:0.0033 train_time:3712411ms step_avg:723.95ms
step:5139/40500 train_loss:1.8296 aux_loss:0.0033 train_time:3713132ms step_avg:723.95ms
step:5140/40500 train_loss:1.7866 aux_loss:0.0032 train_time:3713851ms step_avg:723.95ms
step:5141/40500 train_loss:1.8426 aux_loss:0.0032 train_time:3714571ms step_avg:723.95ms
step:5142/40500 train_loss:1.8074 aux_loss:0.0031 train_time:3715291ms step_avg:723.95ms
step:5143/40500 train_loss:1.8280 aux_loss:0.0036 train_time:3716012ms step_avg:723.95ms
step:5144/40500 train_loss:1.7656 aux_loss:0.0034 train_time:3716732ms step_avg:723.94ms
step:5145/40500 train_loss:1.7740 aux_loss:0.0031 train_time:3717450ms step_avg:723.94ms
step:5146/40500 train_loss:1.7655 aux_loss:0.0033 train_time:3718170ms step_avg:723.94ms
step:5147/40500 train_loss:1.8534 aux_loss:0.0034 train_time:3718889ms step_avg:723.94ms
step:5148/40500 train_loss:1.8082 aux_loss:0.0035 train_time:3719609ms step_avg:723.94ms
step:5149/40500 train_loss:1.7955 aux_loss:0.0033 train_time:3720329ms step_avg:723.94ms
step:5150/40500 train_loss:1.7827 aux_loss:0.0032 train_time:3721051ms step_avg:723.94ms
step:5151/40500 train_loss:1.8010 aux_loss:0.0033 train_time:3721769ms step_avg:723.94ms
step:5152/40500 train_loss:1.7508 aux_loss:0.0031 train_time:3722489ms step_avg:723.94ms
step:5153/40500 train_loss:1.7571 aux_loss:0.0034 train_time:3723208ms step_avg:723.94ms
step:5154/40500 train_loss:1.8058 aux_loss:0.0034 train_time:3723927ms step_avg:723.94ms
step:5155/40500 train_loss:1.7303 aux_loss:0.0032 train_time:3724647ms step_avg:723.94ms
step:5156/40500 train_loss:1.8142 aux_loss:0.0031 train_time:3725367ms step_avg:723.93ms
step:5157/40500 train_loss:1.8091 aux_loss:0.0033 train_time:3726087ms step_avg:723.93ms
step:5158/40500 train_loss:1.7607 aux_loss:0.0029 train_time:3726807ms step_avg:723.93ms
step:5159/40500 train_loss:1.7544 aux_loss:0.0031 train_time:3727529ms step_avg:723.93ms
step:5160/40500 train_loss:1.7394 aux_loss:0.0034 train_time:3728246ms step_avg:723.93ms
step:5161/40500 train_loss:1.7659 aux_loss:0.0033 train_time:3728967ms step_avg:723.93ms
step:5162/40500 train_loss:1.8135 aux_loss:0.0028 train_time:3729687ms step_avg:723.93ms
step:5163/40500 train_loss:1.7959 aux_loss:0.0031 train_time:3730406ms step_avg:723.93ms
step:5164/40500 train_loss:1.8423 aux_loss:0.0034 train_time:3731126ms step_avg:723.93ms
step:5165/40500 train_loss:1.7229 aux_loss:0.0032 train_time:3731846ms step_avg:723.93ms
step:5166/40500 train_loss:1.7447 aux_loss:0.0030 train_time:3732567ms step_avg:723.93ms
step:5167/40500 train_loss:1.7754 aux_loss:0.0032 train_time:3733286ms step_avg:723.93ms
step:5168/40500 train_loss:1.7833 aux_loss:0.0034 train_time:3734006ms step_avg:723.93ms
step:5169/40500 train_loss:1.7702 aux_loss:0.0031 train_time:3734725ms step_avg:723.92ms
step:5170/40500 train_loss:1.7949 aux_loss:0.0031 train_time:3735445ms step_avg:723.92ms
step:5171/40500 train_loss:1.8136 aux_loss:0.0032 train_time:3736166ms step_avg:723.92ms
step:5172/40500 train_loss:1.7906 aux_loss:0.0033 train_time:3736885ms step_avg:723.92ms
step:5173/40500 train_loss:1.7810 aux_loss:0.0032 train_time:3737605ms step_avg:723.92ms
step:5174/40500 train_loss:1.7258 aux_loss:0.0033 train_time:3738324ms step_avg:723.92ms
step:5175/40500 train_loss:1.8454 aux_loss:0.0030 train_time:3739045ms step_avg:723.92ms
step:5176/40500 train_loss:1.7521 aux_loss:0.0032 train_time:3739765ms step_avg:723.92ms
step:5177/40500 train_loss:1.7267 aux_loss:0.0031 train_time:3740483ms step_avg:723.92ms
step:5178/40500 train_loss:1.7771 aux_loss:0.0030 train_time:3741206ms step_avg:723.92ms
step:5179/40500 train_loss:1.7949 aux_loss:0.0031 train_time:3741926ms step_avg:723.92ms
step:5180/40500 train_loss:1.7747 aux_loss:0.0033 train_time:3742644ms step_avg:723.92ms
step:5181/40500 train_loss:1.7718 aux_loss:0.0032 train_time:3743364ms step_avg:723.91ms
step:5182/40500 train_loss:1.8043 aux_loss:0.0030 train_time:3744084ms step_avg:723.91ms
step:5183/40500 train_loss:1.7965 aux_loss:0.0032 train_time:3744804ms step_avg:723.91ms
step:5184/40500 train_loss:1.8403 aux_loss:0.0035 train_time:3745523ms step_avg:723.91ms
step:5185/40500 train_loss:1.8761 aux_loss:0.0034 train_time:3746245ms step_avg:723.91ms
step:5186/40500 train_loss:1.7593 aux_loss:0.0030 train_time:3746964ms step_avg:723.91ms
step:5187/40500 train_loss:1.6971 aux_loss:0.0031 train_time:3747684ms step_avg:723.91ms
step:5188/40500 train_loss:1.7512 aux_loss:0.0032 train_time:3748405ms step_avg:723.91ms
step:5189/40500 train_loss:1.7637 aux_loss:0.0035 train_time:3749122ms step_avg:723.91ms
step:5190/40500 train_loss:1.8197 aux_loss:0.0034 train_time:3749843ms step_avg:723.91ms
step:5191/40500 train_loss:1.7186 aux_loss:0.0033 train_time:3750563ms step_avg:723.91ms
step:5192/40500 train_loss:1.7215 aux_loss:0.0033 train_time:3751283ms step_avg:723.91ms
step:5193/40500 train_loss:1.7757 aux_loss:0.0032 train_time:3752001ms step_avg:723.91ms
step:5194/40500 train_loss:1.8138 aux_loss:0.0034 train_time:3752720ms step_avg:723.90ms
step:5195/40500 train_loss:1.7081 aux_loss:0.0031 train_time:3753440ms step_avg:723.90ms
step:5196/40500 train_loss:1.7986 aux_loss:0.0033 train_time:3754161ms step_avg:723.90ms
step:5197/40500 train_loss:1.8059 aux_loss:0.0034 train_time:3754881ms step_avg:723.90ms
step:5198/40500 train_loss:1.7774 aux_loss:0.0031 train_time:3755602ms step_avg:723.90ms
step:5199/40500 train_loss:1.7571 aux_loss:0.0033 train_time:3756322ms step_avg:723.90ms
step:5200/40500 train_loss:1.8101 aux_loss:0.0035 train_time:3757042ms step_avg:723.90ms
step:5201/40500 train_loss:1.7358 aux_loss:0.0034 train_time:3757762ms step_avg:723.90ms
step:5202/40500 train_loss:1.7599 aux_loss:0.0032 train_time:3758483ms step_avg:723.90ms
step:5203/40500 train_loss:1.7904 aux_loss:0.0031 train_time:3759203ms step_avg:723.90ms
step:5204/40500 train_loss:1.6978 aux_loss:0.0031 train_time:3759923ms step_avg:723.90ms
step:5205/40500 train_loss:1.7196 aux_loss:0.0031 train_time:3760643ms step_avg:723.90ms
step:5206/40500 train_loss:1.7849 aux_loss:0.0032 train_time:3761362ms step_avg:723.90ms
step:5207/40500 train_loss:1.7703 aux_loss:0.0031 train_time:3762089ms step_avg:723.90ms
step:5208/40500 train_loss:1.7691 aux_loss:0.0031 train_time:3762809ms step_avg:723.90ms
step:5209/40500 train_loss:1.8566 aux_loss:0.0033 train_time:3763531ms step_avg:723.90ms
step:5210/40500 train_loss:1.7890 aux_loss:0.0032 train_time:3764253ms step_avg:723.89ms
step:5211/40500 train_loss:1.7977 aux_loss:0.0029 train_time:3764975ms step_avg:723.89ms
step:5212/40500 train_loss:1.7739 aux_loss:0.0031 train_time:3765695ms step_avg:723.89ms
step:5213/40500 train_loss:1.7811 aux_loss:0.0033 train_time:3766416ms step_avg:723.89ms
step:5214/40500 train_loss:1.7501 aux_loss:0.0032 train_time:3767136ms step_avg:723.89ms
step:5215/40500 train_loss:1.7197 aux_loss:0.0030 train_time:3767855ms step_avg:723.89ms
step:5216/40500 train_loss:1.7590 aux_loss:0.0030 train_time:3768574ms step_avg:723.89ms
step:5217/40500 train_loss:1.8679 aux_loss:0.0033 train_time:3769295ms step_avg:723.89ms
step:5218/40500 train_loss:1.7254 aux_loss:0.0031 train_time:3770014ms step_avg:723.89ms
step:5219/40500 train_loss:1.7608 aux_loss:0.0032 train_time:3770733ms step_avg:723.89ms
step:5220/40500 train_loss:1.7737 aux_loss:0.0031 train_time:3771453ms step_avg:723.89ms
step:5221/40500 train_loss:1.8117 aux_loss:0.0032 train_time:3772175ms step_avg:723.89ms
step:5222/40500 train_loss:1.8441 aux_loss:0.0031 train_time:3772896ms step_avg:723.89ms
step:5223/40500 train_loss:1.7724 aux_loss:0.0033 train_time:3773619ms step_avg:723.89ms
step:5224/40500 train_loss:1.7125 aux_loss:0.0032 train_time:3774340ms step_avg:723.89ms
step:5225/40500 train_loss:1.7982 aux_loss:0.0032 train_time:3775059ms step_avg:723.88ms
step:5226/40500 train_loss:1.7579 aux_loss:0.0033 train_time:3775782ms step_avg:723.88ms
step:5227/40500 train_loss:1.7004 aux_loss:0.0031 train_time:3776505ms step_avg:723.88ms
step:5228/40500 train_loss:1.7292 aux_loss:0.0035 train_time:3777224ms step_avg:723.88ms
step:5229/40500 train_loss:1.7729 aux_loss:0.0032 train_time:3777948ms step_avg:723.88ms
step:5230/40500 train_loss:1.7911 aux_loss:0.0032 train_time:3778671ms step_avg:723.88ms
step:5231/40500 train_loss:1.8172 aux_loss:0.0031 train_time:3779392ms step_avg:723.88ms
step:5232/40500 train_loss:1.7692 aux_loss:0.0032 train_time:3780112ms step_avg:723.88ms
step:5233/40500 train_loss:1.8656 aux_loss:0.0031 train_time:3780833ms step_avg:723.88ms
step:5234/40500 train_loss:1.8176 aux_loss:0.0032 train_time:3781553ms step_avg:723.88ms
step:5235/40500 train_loss:1.7553 aux_loss:0.0032 train_time:3782270ms step_avg:723.88ms
step:5236/40500 train_loss:1.8287 aux_loss:0.0031 train_time:3782990ms step_avg:723.88ms
step:5237/40500 train_loss:1.7668 aux_loss:0.0029 train_time:3783713ms step_avg:723.88ms
step:5238/40500 train_loss:1.8154 aux_loss:0.0030 train_time:3784432ms step_avg:723.88ms
step:5239/40500 train_loss:1.8450 aux_loss:0.0034 train_time:3785151ms step_avg:723.88ms
step:5240/40500 train_loss:1.8106 aux_loss:0.0033 train_time:3785873ms step_avg:723.88ms
step:5241/40500 train_loss:1.7300 aux_loss:0.0033 train_time:3786592ms step_avg:723.88ms
step:5242/40500 train_loss:1.7462 aux_loss:0.0032 train_time:3787311ms step_avg:723.87ms
step:5243/40500 train_loss:1.8097 aux_loss:0.0034 train_time:3788030ms step_avg:723.87ms
step:5244/40500 train_loss:1.7858 aux_loss:0.0032 train_time:3788751ms step_avg:723.87ms
step:5245/40500 train_loss:1.7278 aux_loss:0.0032 train_time:3789469ms step_avg:723.87ms
step:5246/40500 train_loss:1.7801 aux_loss:0.0034 train_time:3790192ms step_avg:723.87ms
step:5247/40500 train_loss:1.7523 aux_loss:0.0031 train_time:3790912ms step_avg:723.87ms
step:5248/40500 train_loss:1.7719 aux_loss:0.0029 train_time:3791629ms step_avg:723.87ms
step:5249/40500 train_loss:1.7069 aux_loss:0.0030 train_time:3792350ms step_avg:723.87ms
step:5250/40500 train_loss:1.7258 aux_loss:0.0032 train_time:3793073ms step_avg:723.87ms
step:5251/40500 train_loss:1.8227 aux_loss:0.0033 train_time:3793794ms step_avg:723.87ms
step:5252/40500 train_loss:1.8081 aux_loss:0.0033 train_time:3794514ms step_avg:723.87ms
step:5253/40500 train_loss:1.7681 aux_loss:0.0033 train_time:3795235ms step_avg:723.87ms
step:5254/40500 train_loss:1.7897 aux_loss:0.0033 train_time:3795956ms step_avg:723.87ms
step:5255/40500 train_loss:1.7626 aux_loss:0.0032 train_time:3796677ms step_avg:723.87ms
step:5256/40500 train_loss:1.7090 aux_loss:0.0031 train_time:3797399ms step_avg:723.87ms
step:5257/40500 train_loss:1.7710 aux_loss:0.0035 train_time:3798120ms step_avg:723.87ms
step:5258/40500 train_loss:1.8265 aux_loss:0.0032 train_time:3798841ms step_avg:723.86ms
step:5259/40500 train_loss:1.8074 aux_loss:0.0031 train_time:3799561ms step_avg:723.86ms
step:5260/40500 train_loss:1.7751 aux_loss:0.0034 train_time:3800285ms step_avg:723.86ms
step:5261/40500 train_loss:1.8408 aux_loss:0.0033 train_time:3801007ms step_avg:723.86ms
step:5262/40500 train_loss:1.7774 aux_loss:0.0028 train_time:3801726ms step_avg:723.86ms
step:5263/40500 train_loss:1.7962 aux_loss:0.0031 train_time:3802447ms step_avg:723.86ms
step:5264/40500 train_loss:1.7463 aux_loss:0.0032 train_time:3803167ms step_avg:723.86ms
step:5265/40500 train_loss:1.8050 aux_loss:0.0030 train_time:3803887ms step_avg:723.86ms
step:5266/40500 train_loss:1.7580 aux_loss:0.0031 train_time:3804608ms step_avg:723.86ms
step:5267/40500 train_loss:1.7955 aux_loss:0.0033 train_time:3805328ms step_avg:723.86ms
step:5268/40500 train_loss:1.7519 aux_loss:0.0032 train_time:3806048ms step_avg:723.86ms
step:5269/40500 train_loss:1.7939 aux_loss:0.0030 train_time:3806768ms step_avg:723.86ms
step:5270/40500 train_loss:1.8432 aux_loss:0.0032 train_time:3807489ms step_avg:723.86ms
step:5271/40500 train_loss:1.8142 aux_loss:0.0033 train_time:3808212ms step_avg:723.86ms
step:5272/40500 train_loss:1.7836 aux_loss:0.0031 train_time:3808932ms step_avg:723.86ms
step:5273/40500 train_loss:1.8591 aux_loss:0.0033 train_time:3809650ms step_avg:723.86ms
step:5274/40500 train_loss:1.7894 aux_loss:0.0035 train_time:3810372ms step_avg:723.85ms
step:5275/40500 train_loss:1.8285 aux_loss:0.0032 train_time:3811093ms step_avg:723.85ms
step:5276/40500 train_loss:1.8063 aux_loss:0.0029 train_time:3811813ms step_avg:723.85ms
step:5277/40500 train_loss:1.7623 aux_loss:0.0032 train_time:3812530ms step_avg:723.85ms
step:5278/40500 train_loss:1.8234 aux_loss:0.0033 train_time:3813248ms step_avg:723.85ms
step:5279/40500 train_loss:1.8112 aux_loss:0.0032 train_time:3813968ms step_avg:723.85ms
step:5280/40500 train_loss:1.8124 aux_loss:0.0031 train_time:3814687ms step_avg:723.85ms
step:5281/40500 train_loss:1.7738 aux_loss:0.0035 train_time:3815411ms step_avg:723.85ms
step:5282/40500 train_loss:1.7160 aux_loss:0.0033 train_time:3816131ms step_avg:723.85ms
step:5283/40500 train_loss:1.8397 aux_loss:0.0033 train_time:3816855ms step_avg:723.85ms
step:5284/40500 train_loss:1.7399 aux_loss:0.0035 train_time:3817580ms step_avg:723.85ms
step:5285/40500 train_loss:1.7893 aux_loss:0.0033 train_time:3818300ms step_avg:723.85ms
step:5286/40500 train_loss:1.7086 aux_loss:0.0030 train_time:3819020ms step_avg:723.85ms
step:5287/40500 train_loss:1.8152 aux_loss:0.0029 train_time:3819741ms step_avg:723.85ms
step:5288/40500 train_loss:1.8265 aux_loss:0.0033 train_time:3820462ms step_avg:723.85ms
step:5289/40500 train_loss:1.7385 aux_loss:0.0032 train_time:3821181ms step_avg:723.85ms
step:5290/40500 train_loss:1.7276 aux_loss:0.0031 train_time:3821900ms step_avg:723.84ms
step:5291/40500 train_loss:1.7638 aux_loss:0.0031 train_time:3822622ms step_avg:723.84ms
step:5292/40500 train_loss:1.7544 aux_loss:0.0042 train_time:3823343ms step_avg:723.84ms
step:5293/40500 train_loss:1.8129 aux_loss:0.0031 train_time:3824062ms step_avg:723.84ms
step:5294/40500 train_loss:1.8436 aux_loss:0.0032 train_time:3824782ms step_avg:723.84ms
step:5295/40500 train_loss:1.7978 aux_loss:0.0033 train_time:3825504ms step_avg:723.84ms
step:5296/40500 train_loss:1.8200 aux_loss:0.0033 train_time:3826224ms step_avg:723.84ms
step:5297/40500 train_loss:1.8193 aux_loss:0.0032 train_time:3826942ms step_avg:723.84ms
step:5298/40500 train_loss:1.8028 aux_loss:0.0034 train_time:3827665ms step_avg:723.84ms
step:5299/40500 train_loss:1.7418 aux_loss:0.0034 train_time:3828386ms step_avg:723.84ms
step:5300/40500 train_loss:1.7924 aux_loss:0.0030 train_time:3829105ms step_avg:723.84ms
step:5301/40500 train_loss:1.7560 aux_loss:0.0033 train_time:3829828ms step_avg:723.84ms
step:5302/40500 train_loss:1.7241 aux_loss:0.0032 train_time:3830550ms step_avg:723.84ms
step:5303/40500 train_loss:1.7407 aux_loss:0.0031 train_time:3831269ms step_avg:723.84ms
step:5304/40500 train_loss:1.7553 aux_loss:0.0036 train_time:3831989ms step_avg:723.84ms
step:5305/40500 train_loss:1.8031 aux_loss:0.0033 train_time:3832714ms step_avg:723.84ms
step:5306/40500 train_loss:1.7488 aux_loss:0.0031 train_time:3833434ms step_avg:723.84ms
step:5307/40500 train_loss:1.8255 aux_loss:0.0032 train_time:3834155ms step_avg:723.84ms
step:5308/40500 train_loss:1.8400 aux_loss:0.0032 train_time:3834878ms step_avg:723.83ms
step:5309/40500 train_loss:1.6993 aux_loss:0.0030 train_time:3835597ms step_avg:723.83ms
step:5310/40500 train_loss:1.7627 aux_loss:0.0034 train_time:3836316ms step_avg:723.83ms
step:5311/40500 train_loss:1.8278 aux_loss:0.0033 train_time:3837036ms step_avg:723.83ms
step:5312/40500 train_loss:1.7827 aux_loss:0.0032 train_time:3837756ms step_avg:723.83ms
step:5313/40500 train_loss:1.7985 aux_loss:0.0032 train_time:3838477ms step_avg:723.83ms
step:5314/40500 train_loss:1.8570 aux_loss:0.0033 train_time:3839197ms step_avg:723.83ms
step:5315/40500 train_loss:1.8130 aux_loss:0.0031 train_time:3839917ms step_avg:723.83ms
step:5316/40500 train_loss:1.7845 aux_loss:0.0030 train_time:3840637ms step_avg:723.83ms
step:5317/40500 train_loss:1.7929 aux_loss:0.0031 train_time:3841356ms step_avg:723.83ms
step:5318/40500 train_loss:1.7447 aux_loss:0.0032 train_time:3842078ms step_avg:723.83ms
step:5319/40500 train_loss:1.8799 aux_loss:0.0032 train_time:3842797ms step_avg:723.83ms
step:5320/40500 train_loss:1.7291 aux_loss:0.0030 train_time:3843517ms step_avg:723.83ms
step:5321/40500 train_loss:1.7592 aux_loss:0.0033 train_time:3844238ms step_avg:723.83ms
step:5322/40500 train_loss:1.7952 aux_loss:0.0032 train_time:3844959ms step_avg:723.83ms
step:5323/40500 train_loss:1.7512 aux_loss:0.0031 train_time:3845682ms step_avg:723.82ms
step:5324/40500 train_loss:1.8171 aux_loss:0.0035 train_time:3846402ms step_avg:723.82ms
step:5325/40500 train_loss:1.7745 aux_loss:0.0031 train_time:3847129ms step_avg:723.82ms
step:5326/40500 train_loss:1.8054 aux_loss:0.0031 train_time:3847852ms step_avg:723.82ms
step:5327/40500 train_loss:1.8151 aux_loss:0.0033 train_time:3848571ms step_avg:723.82ms
step:5328/40500 train_loss:1.7859 aux_loss:0.0034 train_time:3849292ms step_avg:723.82ms
step:5329/40500 train_loss:1.8003 aux_loss:0.0031 train_time:3850013ms step_avg:723.82ms
step:5330/40500 train_loss:1.7731 aux_loss:0.0031 train_time:3850733ms step_avg:723.82ms
step:5331/40500 train_loss:1.7339 aux_loss:0.0031 train_time:3851452ms step_avg:723.82ms
step:5332/40500 train_loss:1.7806 aux_loss:0.0031 train_time:3852171ms step_avg:723.82ms
step:5333/40500 train_loss:1.8414 aux_loss:0.0032 train_time:3852892ms step_avg:723.82ms
step:5334/40500 train_loss:1.7763 aux_loss:0.0033 train_time:3853612ms step_avg:723.82ms
step:5335/40500 train_loss:1.7240 aux_loss:0.0030 train_time:3854331ms step_avg:723.82ms
step:5336/40500 train_loss:1.7520 aux_loss:0.0031 train_time:3855051ms step_avg:723.82ms
step:5337/40500 train_loss:1.7190 aux_loss:0.0034 train_time:3855772ms step_avg:723.82ms
step:5338/40500 train_loss:1.7700 aux_loss:0.0031 train_time:3856491ms step_avg:723.82ms
step:5339/40500 train_loss:1.8621 aux_loss:0.0033 train_time:3857210ms step_avg:723.82ms
step:5340/40500 train_loss:1.7773 aux_loss:0.0032 train_time:3857932ms step_avg:723.81ms
step:5341/40500 train_loss:1.7090 aux_loss:0.0031 train_time:3858651ms step_avg:723.81ms
step:5342/40500 train_loss:1.8109 aux_loss:0.0033 train_time:3859372ms step_avg:723.81ms
step:5343/40500 train_loss:1.7227 aux_loss:0.0032 train_time:3860092ms step_avg:723.81ms
step:5344/40500 train_loss:1.8010 aux_loss:0.0033 train_time:3860814ms step_avg:723.81ms
step:5345/40500 train_loss:1.7998 aux_loss:0.0032 train_time:3861534ms step_avg:723.81ms
step:5346/40500 train_loss:1.7509 aux_loss:0.0031 train_time:3862252ms step_avg:723.81ms
step:5347/40500 train_loss:1.7334 aux_loss:0.0031 train_time:3862973ms step_avg:723.81ms
step:5348/40500 train_loss:1.7565 aux_loss:0.0030 train_time:3863693ms step_avg:723.81ms
step:5349/40500 train_loss:1.7431 aux_loss:0.0033 train_time:3864413ms step_avg:723.81ms
step:5350/40500 train_loss:1.7740 aux_loss:0.0033 train_time:3865134ms step_avg:723.81ms
step:5351/40500 train_loss:1.7937 aux_loss:0.0033 train_time:3865853ms step_avg:723.81ms
step:5352/40500 train_loss:1.7939 aux_loss:0.0034 train_time:3866575ms step_avg:723.81ms
step:5353/40500 train_loss:1.7253 aux_loss:0.0033 train_time:3867295ms step_avg:723.81ms
step:5354/40500 train_loss:1.7324 aux_loss:0.0032 train_time:3868014ms step_avg:723.81ms
step:5355/40500 train_loss:1.8199 aux_loss:0.0033 train_time:3868736ms step_avg:723.80ms
step:5356/40500 train_loss:1.7944 aux_loss:0.0032 train_time:3869458ms step_avg:723.80ms
step:5357/40500 train_loss:1.7367 aux_loss:0.0032 train_time:3870181ms step_avg:723.80ms
step:5358/40500 train_loss:1.7306 aux_loss:0.0031 train_time:3870904ms step_avg:723.80ms
step:5359/40500 train_loss:1.7273 aux_loss:0.0033 train_time:3871625ms step_avg:723.80ms
step:5360/40500 train_loss:1.7624 aux_loss:0.0030 train_time:3872347ms step_avg:723.80ms
step:5361/40500 train_loss:1.7462 aux_loss:0.0031 train_time:3873066ms step_avg:723.80ms
step:5362/40500 train_loss:1.7378 aux_loss:0.0033 train_time:3873787ms step_avg:723.80ms
step:5363/40500 train_loss:1.7590 aux_loss:0.0032 train_time:3874506ms step_avg:723.80ms
step:5364/40500 train_loss:1.7471 aux_loss:0.0032 train_time:3875225ms step_avg:723.80ms
step:5365/40500 train_loss:1.7623 aux_loss:0.0032 train_time:3875946ms step_avg:723.80ms
step:5366/40500 train_loss:1.7645 aux_loss:0.0035 train_time:3876666ms step_avg:723.80ms
step:5367/40500 train_loss:1.7108 aux_loss:0.0032 train_time:3877387ms step_avg:723.80ms
step:5368/40500 train_loss:1.7855 aux_loss:0.0031 train_time:3878106ms step_avg:723.80ms
step:5369/40500 train_loss:1.7894 aux_loss:0.0032 train_time:3878825ms step_avg:723.80ms
step:5370/40500 train_loss:1.7336 aux_loss:0.0036 train_time:3879545ms step_avg:723.80ms
step:5371/40500 train_loss:1.8012 aux_loss:0.0033 train_time:3880264ms step_avg:723.79ms
step:5372/40500 train_loss:1.8028 aux_loss:0.0032 train_time:3880983ms step_avg:723.79ms
step:5373/40500 train_loss:1.7945 aux_loss:0.0033 train_time:3881703ms step_avg:723.79ms
step:5374/40500 train_loss:1.7839 aux_loss:0.0035 train_time:3882423ms step_avg:723.79ms
step:5375/40500 train_loss:1.7950 aux_loss:0.0033 train_time:3883143ms step_avg:723.79ms
step:5376/40500 train_loss:1.7476 aux_loss:0.0031 train_time:3883865ms step_avg:723.79ms
step:5377/40500 train_loss:1.8256 aux_loss:0.0029 train_time:3884583ms step_avg:723.79ms
step:5378/40500 train_loss:1.7037 aux_loss:0.0032 train_time:3885303ms step_avg:723.79ms
step:5379/40500 train_loss:1.7507 aux_loss:0.0035 train_time:3886023ms step_avg:723.79ms
step:5380/40500 train_loss:1.7424 aux_loss:0.0031 train_time:3886742ms step_avg:723.79ms
step:5381/40500 train_loss:1.7718 aux_loss:0.0032 train_time:3887463ms step_avg:723.79ms
step:5382/40500 train_loss:1.7570 aux_loss:0.0032 train_time:3888184ms step_avg:723.79ms
step:5383/40500 train_loss:1.7340 aux_loss:0.0033 train_time:3888903ms step_avg:723.79ms
step:5384/40500 train_loss:1.7618 aux_loss:0.0035 train_time:3889622ms step_avg:723.79ms
step:5385/40500 train_loss:1.8019 aux_loss:0.0034 train_time:3890342ms step_avg:723.78ms
step:5386/40500 train_loss:1.8187 aux_loss:0.0034 train_time:3891061ms step_avg:723.78ms
step:5387/40500 train_loss:1.7860 aux_loss:0.0033 train_time:3891781ms step_avg:723.78ms
step:5388/40500 train_loss:1.7482 aux_loss:0.0032 train_time:3892503ms step_avg:723.78ms
step:5389/40500 train_loss:1.8189 aux_loss:0.0033 train_time:3893222ms step_avg:723.78ms
step:5390/40500 train_loss:1.7969 aux_loss:0.0032 train_time:3893940ms step_avg:723.78ms
step:5391/40500 train_loss:1.7854 aux_loss:0.0035 train_time:3894661ms step_avg:723.78ms
step:5392/40500 train_loss:1.7405 aux_loss:0.0034 train_time:3895380ms step_avg:723.78ms
step:5393/40500 train_loss:1.7283 aux_loss:0.0031 train_time:3896100ms step_avg:723.78ms
step:5394/40500 train_loss:1.7778 aux_loss:0.0030 train_time:3896819ms step_avg:723.78ms
step:5395/40500 train_loss:1.8014 aux_loss:0.0032 train_time:3897540ms step_avg:723.78ms
step:5396/40500 train_loss:1.7601 aux_loss:0.0031 train_time:3898259ms step_avg:723.78ms
step:5397/40500 train_loss:1.7951 aux_loss:0.0033 train_time:3898979ms step_avg:723.78ms
step:5398/40500 train_loss:1.7861 aux_loss:0.0034 train_time:3899699ms step_avg:723.77ms
step:5399/40500 train_loss:1.8373 aux_loss:0.0029 train_time:3900419ms step_avg:723.77ms
step:5400/40500 train_loss:1.7352 aux_loss:0.0031 train_time:3901141ms step_avg:723.77ms
step:5401/40500 train_loss:1.8172 aux_loss:0.0032 train_time:3901860ms step_avg:723.77ms
step:5402/40500 train_loss:1.8107 aux_loss:0.0030 train_time:3902579ms step_avg:723.77ms
step:5403/40500 train_loss:1.7698 aux_loss:0.0036 train_time:3903299ms step_avg:723.77ms
step:5404/40500 train_loss:1.8123 aux_loss:0.0033 train_time:3904020ms step_avg:723.77ms
step:5405/40500 train_loss:1.8000 aux_loss:0.0033 train_time:3904739ms step_avg:723.77ms
step:5406/40500 train_loss:1.7997 aux_loss:0.0031 train_time:3905460ms step_avg:723.77ms
step:5407/40500 train_loss:1.7743 aux_loss:0.0032 train_time:3906182ms step_avg:723.77ms
step:5408/40500 train_loss:1.7356 aux_loss:0.0030 train_time:3906901ms step_avg:723.77ms
step:5409/40500 train_loss:1.7798 aux_loss:0.0031 train_time:3907621ms step_avg:723.77ms
step:5410/40500 train_loss:1.7452 aux_loss:0.0033 train_time:3908344ms step_avg:723.77ms
step:5411/40500 train_loss:1.7400 aux_loss:0.0032 train_time:3909063ms step_avg:723.77ms
step:5412/40500 train_loss:1.7502 aux_loss:0.0029 train_time:3909781ms step_avg:723.77ms
step:5413/40500 train_loss:1.8030 aux_loss:0.0035 train_time:3910501ms step_avg:723.76ms
step:5414/40500 train_loss:1.7365 aux_loss:0.0033 train_time:3911223ms step_avg:723.76ms
step:5415/40500 train_loss:1.8427 aux_loss:0.0029 train_time:3911942ms step_avg:723.76ms
step:5416/40500 train_loss:1.8194 aux_loss:0.0030 train_time:3912660ms step_avg:723.76ms
step:5417/40500 train_loss:1.7827 aux_loss:0.0036 train_time:3913382ms step_avg:723.76ms
step:5418/40500 train_loss:1.7906 aux_loss:0.0032 train_time:3914101ms step_avg:723.76ms
step:5419/40500 train_loss:1.7959 aux_loss:0.0041 train_time:3914820ms step_avg:723.76ms
step:5420/40500 train_loss:1.7994 aux_loss:0.0033 train_time:3915540ms step_avg:723.76ms
step:5421/40500 train_loss:1.7811 aux_loss:0.0034 train_time:3916262ms step_avg:723.76ms
step:5422/40500 train_loss:1.7398 aux_loss:0.0031 train_time:3916981ms step_avg:723.76ms
step:5423/40500 train_loss:1.7585 aux_loss:0.0031 train_time:3917703ms step_avg:723.76ms
step:5424/40500 train_loss:1.7755 aux_loss:0.0033 train_time:3918425ms step_avg:723.76ms
step:5425/40500 train_loss:1.7593 aux_loss:0.0033 train_time:3919145ms step_avg:723.76ms
step:5426/40500 train_loss:1.7402 aux_loss:0.0030 train_time:3919866ms step_avg:723.76ms
step:5427/40500 train_loss:1.6732 aux_loss:0.0031 train_time:3920587ms step_avg:723.76ms
step:5428/40500 train_loss:1.8093 aux_loss:0.0042 train_time:3921309ms step_avg:723.76ms
step:5429/40500 train_loss:1.8176 aux_loss:0.0031 train_time:3922029ms step_avg:723.76ms
step:5430/40500 train_loss:1.7691 aux_loss:0.0030 train_time:3922750ms step_avg:723.75ms
step:5431/40500 train_loss:1.7530 aux_loss:0.0030 train_time:3923471ms step_avg:723.75ms
step:5432/40500 train_loss:1.7884 aux_loss:0.0030 train_time:3924191ms step_avg:723.75ms
step:5433/40500 train_loss:1.8137 aux_loss:0.0031 train_time:3924909ms step_avg:723.75ms
step:5434/40500 train_loss:1.8050 aux_loss:0.0031 train_time:3925629ms step_avg:723.75ms
step:5435/40500 train_loss:1.7563 aux_loss:0.0033 train_time:3926350ms step_avg:723.75ms
step:5436/40500 train_loss:1.7845 aux_loss:0.0039 train_time:3927071ms step_avg:723.75ms
step:5437/40500 train_loss:1.7584 aux_loss:0.0031 train_time:3927790ms step_avg:723.75ms
step:5438/40500 train_loss:1.7410 aux_loss:0.0031 train_time:3928511ms step_avg:723.75ms
step:5439/40500 train_loss:1.7479 aux_loss:0.0031 train_time:3929229ms step_avg:723.75ms
step:5440/40500 train_loss:1.7642 aux_loss:0.0031 train_time:3929949ms step_avg:723.75ms
step:5441/40500 train_loss:1.7617 aux_loss:0.0033 train_time:3930669ms step_avg:723.75ms
step:5442/40500 train_loss:1.7408 aux_loss:0.0032 train_time:3931389ms step_avg:723.75ms
step:5443/40500 train_loss:1.8031 aux_loss:0.0033 train_time:3932109ms step_avg:723.75ms
step:5444/40500 train_loss:1.7778 aux_loss:0.0030 train_time:3932828ms step_avg:723.74ms
step:5445/40500 train_loss:1.7895 aux_loss:0.0030 train_time:3933551ms step_avg:723.74ms
step:5446/40500 train_loss:1.8140 aux_loss:0.0031 train_time:3934270ms step_avg:723.74ms
step:5447/40500 train_loss:1.7369 aux_loss:0.0032 train_time:3934990ms step_avg:723.74ms
step:5448/40500 train_loss:1.8360 aux_loss:0.0031 train_time:3935711ms step_avg:723.74ms
step:5449/40500 train_loss:1.8235 aux_loss:0.0034 train_time:3936429ms step_avg:723.74ms
step:5450/40500 train_loss:1.7908 aux_loss:0.0032 train_time:3937150ms step_avg:723.74ms
step:5451/40500 train_loss:1.7399 aux_loss:0.0031 train_time:3937871ms step_avg:723.74ms
step:5452/40500 train_loss:1.8149 aux_loss:0.0034 train_time:3938589ms step_avg:723.74ms
step:5453/40500 train_loss:1.7635 aux_loss:0.0032 train_time:3939308ms step_avg:723.74ms
step:5454/40500 train_loss:1.6998 aux_loss:0.0031 train_time:3940029ms step_avg:723.74ms
step:5455/40500 train_loss:1.7304 aux_loss:0.0036 train_time:3940749ms step_avg:723.74ms
step:5456/40500 train_loss:1.6984 aux_loss:0.0033 train_time:3941468ms step_avg:723.74ms
step:5457/40500 train_loss:1.7803 aux_loss:0.0031 train_time:3942188ms step_avg:723.74ms
step:5458/40500 train_loss:1.7941 aux_loss:0.0032 train_time:3942907ms step_avg:723.73ms
step:5459/40500 train_loss:1.7605 aux_loss:0.0034 train_time:3943628ms step_avg:723.73ms
step:5460/40500 train_loss:1.7867 aux_loss:0.0033 train_time:3944347ms step_avg:723.73ms
step:5461/40500 train_loss:1.7761 aux_loss:0.0030 train_time:3945067ms step_avg:723.73ms
step:5462/40500 train_loss:1.8034 aux_loss:0.0033 train_time:3945789ms step_avg:723.73ms
step:5463/40500 train_loss:1.7345 aux_loss:0.0032 train_time:3946508ms step_avg:723.73ms
step:5464/40500 train_loss:1.6970 aux_loss:0.0030 train_time:3947226ms step_avg:723.73ms
step:5465/40500 train_loss:1.7640 aux_loss:0.0035 train_time:3947945ms step_avg:723.73ms
step:5466/40500 train_loss:1.7087 aux_loss:0.0033 train_time:3948666ms step_avg:723.73ms
step:5467/40500 train_loss:1.7394 aux_loss:0.0030 train_time:3949384ms step_avg:723.73ms
step:5468/40500 train_loss:1.7593 aux_loss:0.0033 train_time:3950104ms step_avg:723.73ms
step:5469/40500 train_loss:1.7574 aux_loss:0.0033 train_time:3950824ms step_avg:723.73ms
step:5470/40500 train_loss:1.7451 aux_loss:0.0033 train_time:3951545ms step_avg:723.73ms
step:5471/40500 train_loss:1.7963 aux_loss:0.0032 train_time:3952265ms step_avg:723.73ms
step:5472/40500 train_loss:1.7643 aux_loss:0.0031 train_time:3952984ms step_avg:723.72ms
step:5473/40500 train_loss:1.7499 aux_loss:0.0036 train_time:3953703ms step_avg:723.72ms
step:5474/40500 train_loss:1.7733 aux_loss:0.0031 train_time:3954423ms step_avg:723.72ms
step:5475/40500 train_loss:1.7114 aux_loss:0.0031 train_time:3955143ms step_avg:723.72ms
step:5476/40500 train_loss:1.7617 aux_loss:0.0032 train_time:3955865ms step_avg:723.72ms
step:5477/40500 train_loss:1.7581 aux_loss:0.0031 train_time:3956585ms step_avg:723.72ms
step:5478/40500 train_loss:1.7906 aux_loss:0.0032 train_time:3957304ms step_avg:723.72ms
step:5479/40500 train_loss:1.7747 aux_loss:0.0032 train_time:3958025ms step_avg:723.72ms
step:5480/40500 train_loss:1.7996 aux_loss:0.0032 train_time:3958745ms step_avg:723.72ms
step:5481/40500 train_loss:1.8183 aux_loss:0.0032 train_time:3959466ms step_avg:723.72ms
step:5482/40500 train_loss:1.7897 aux_loss:0.0031 train_time:3960184ms step_avg:723.72ms
step:5483/40500 train_loss:1.7261 aux_loss:0.0029 train_time:3960905ms step_avg:723.72ms
step:5484/40500 train_loss:1.7742 aux_loss:0.0033 train_time:3961625ms step_avg:723.72ms
step:5485/40500 train_loss:1.7628 aux_loss:0.0032 train_time:3962345ms step_avg:723.72ms
step:5486/40500 train_loss:1.7859 aux_loss:0.0031 train_time:3963066ms step_avg:723.72ms
step:5487/40500 train_loss:1.8617 aux_loss:0.0034 train_time:3963784ms step_avg:723.71ms
step:5488/40500 train_loss:1.7592 aux_loss:0.0033 train_time:3964504ms step_avg:723.71ms
step:5489/40500 train_loss:1.7735 aux_loss:0.0033 train_time:3965222ms step_avg:723.71ms
step:5490/40500 train_loss:1.7874 aux_loss:0.0033 train_time:3965941ms step_avg:723.71ms
step:5491/40500 train_loss:1.7674 aux_loss:0.0033 train_time:3966660ms step_avg:723.71ms
step:5492/40500 train_loss:1.7622 aux_loss:0.0036 train_time:3967381ms step_avg:723.71ms
step:5493/40500 train_loss:1.8577 aux_loss:0.0033 train_time:3968100ms step_avg:723.71ms
step:5494/40500 train_loss:1.8051 aux_loss:0.0032 train_time:3968820ms step_avg:723.71ms
step:5495/40500 train_loss:1.7493 aux_loss:0.0036 train_time:3969539ms step_avg:723.71ms
step:5496/40500 train_loss:1.7770 aux_loss:0.0031 train_time:3970258ms step_avg:723.71ms
step:5497/40500 train_loss:1.7136 aux_loss:0.0032 train_time:3970979ms step_avg:723.71ms
step:5498/40500 train_loss:1.7417 aux_loss:0.0032 train_time:3971697ms step_avg:723.71ms
step:5499/40500 train_loss:1.8047 aux_loss:0.0031 train_time:3972419ms step_avg:723.71ms
step:5500/40500 train_loss:1.7340 aux_loss:0.0031 train_time:3973138ms step_avg:723.70ms
step:5501/40500 train_loss:1.8213 aux_loss:0.0033 train_time:3973857ms step_avg:723.70ms
step:5502/40500 train_loss:1.7878 aux_loss:0.0033 train_time:3974576ms step_avg:723.70ms
step:5503/40500 train_loss:1.7281 aux_loss:0.0032 train_time:3975297ms step_avg:723.70ms
step:5504/40500 train_loss:1.7569 aux_loss:0.0033 train_time:3976017ms step_avg:723.70ms
step:5505/40500 train_loss:1.7718 aux_loss:0.0032 train_time:3976737ms step_avg:723.70ms
step:5506/40500 train_loss:1.7456 aux_loss:0.0030 train_time:3977459ms step_avg:723.70ms
step:5507/40500 train_loss:1.6977 aux_loss:0.0032 train_time:3978178ms step_avg:723.70ms
step:5508/40500 train_loss:1.7879 aux_loss:0.0035 train_time:3978899ms step_avg:723.70ms
step:5509/40500 train_loss:1.7938 aux_loss:0.0032 train_time:3979622ms step_avg:723.70ms
step:5510/40500 train_loss:1.7864 aux_loss:0.0030 train_time:3980342ms step_avg:723.70ms
step:5511/40500 train_loss:1.7254 aux_loss:0.0032 train_time:3981063ms step_avg:723.70ms
step:5512/40500 train_loss:1.7561 aux_loss:0.0033 train_time:3981783ms step_avg:723.70ms
step:5513/40500 train_loss:1.7817 aux_loss:0.0036 train_time:3982505ms step_avg:723.70ms
step:5514/40500 train_loss:1.8012 aux_loss:0.0031 train_time:3983227ms step_avg:723.70ms
step:5515/40500 train_loss:1.7455 aux_loss:0.0030 train_time:3983948ms step_avg:723.70ms
step:5516/40500 train_loss:1.7884 aux_loss:0.0035 train_time:3984671ms step_avg:723.70ms
step:5517/40500 train_loss:1.7840 aux_loss:0.0036 train_time:3985394ms step_avg:723.70ms
step:5518/40500 train_loss:1.7788 aux_loss:0.0031 train_time:3986113ms step_avg:723.70ms
step:5519/40500 train_loss:1.8056 aux_loss:0.0034 train_time:3986833ms step_avg:723.69ms
step:5520/40500 train_loss:1.8097 aux_loss:0.0031 train_time:3987552ms step_avg:723.69ms
step:5521/40500 train_loss:1.8098 aux_loss:0.0030 train_time:3988274ms step_avg:723.69ms
step:5522/40500 train_loss:1.7754 aux_loss:0.0030 train_time:3988994ms step_avg:723.69ms
step:5523/40500 train_loss:1.7750 aux_loss:0.0033 train_time:3989713ms step_avg:723.69ms
step:5524/40500 train_loss:1.7850 aux_loss:0.0033 train_time:3990434ms step_avg:723.69ms
step:5525/40500 train_loss:1.7442 aux_loss:0.0031 train_time:3991153ms step_avg:723.69ms
step:5526/40500 train_loss:1.7887 aux_loss:0.0032 train_time:3991874ms step_avg:723.69ms
step:5527/40500 train_loss:1.7392 aux_loss:0.0031 train_time:3992593ms step_avg:723.69ms
step:5528/40500 train_loss:1.7125 aux_loss:0.0029 train_time:3993312ms step_avg:723.69ms
step:5529/40500 train_loss:1.8169 aux_loss:0.0031 train_time:3994031ms step_avg:723.69ms
step:5530/40500 train_loss:1.7718 aux_loss:0.0033 train_time:3994750ms step_avg:723.69ms
step:5531/40500 train_loss:1.7857 aux_loss:0.0030 train_time:3995471ms step_avg:723.69ms
step:5532/40500 train_loss:1.6969 aux_loss:0.0032 train_time:3996191ms step_avg:723.69ms
step:5533/40500 train_loss:1.7755 aux_loss:0.0033 train_time:3996911ms step_avg:723.68ms
step:5534/40500 train_loss:1.7905 aux_loss:0.0031 train_time:3997631ms step_avg:723.68ms
step:5535/40500 train_loss:1.7543 aux_loss:0.0030 train_time:3998350ms step_avg:723.68ms
step:5536/40500 train_loss:1.7561 aux_loss:0.0038 train_time:3999069ms step_avg:723.68ms
step:5537/40500 train_loss:1.8018 aux_loss:0.0033 train_time:3999790ms step_avg:723.68ms
step:5538/40500 train_loss:1.7605 aux_loss:0.0032 train_time:4000510ms step_avg:723.68ms
step:5539/40500 train_loss:1.7269 aux_loss:0.0032 train_time:4001230ms step_avg:723.68ms
step:5540/40500 train_loss:1.8775 aux_loss:0.0031 train_time:4001950ms step_avg:723.68ms
step:5541/40500 train_loss:1.7646 aux_loss:0.0033 train_time:4002671ms step_avg:723.68ms
step:5542/40500 train_loss:1.7451 aux_loss:0.0035 train_time:4003391ms step_avg:723.68ms
step:5543/40500 train_loss:1.7303 aux_loss:0.0034 train_time:4004110ms step_avg:723.68ms
step:5544/40500 train_loss:1.7864 aux_loss:0.0034 train_time:4004829ms step_avg:723.68ms
step:5545/40500 train_loss:1.8032 aux_loss:0.0033 train_time:4005551ms step_avg:723.68ms
step:5546/40500 train_loss:1.8001 aux_loss:0.0030 train_time:4006272ms step_avg:723.68ms
step:5547/40500 train_loss:1.7123 aux_loss:0.0031 train_time:4006992ms step_avg:723.68ms
step:5548/40500 train_loss:1.8020 aux_loss:0.0032 train_time:4007712ms step_avg:723.68ms
step:5549/40500 train_loss:1.7926 aux_loss:0.0033 train_time:4008432ms step_avg:723.67ms
step:5550/40500 train_loss:1.8009 aux_loss:0.0032 train_time:4009153ms step_avg:723.67ms
step:5551/40500 train_loss:1.7710 aux_loss:0.0034 train_time:4009874ms step_avg:723.67ms
step:5552/40500 train_loss:1.8085 aux_loss:0.0030 train_time:4010594ms step_avg:723.67ms
step:5553/40500 train_loss:1.8257 aux_loss:0.0032 train_time:4011314ms step_avg:723.67ms
step:5554/40500 train_loss:1.7693 aux_loss:0.0033 train_time:4012035ms step_avg:723.67ms
step:5555/40500 train_loss:1.8379 aux_loss:0.0031 train_time:4012756ms step_avg:723.67ms
step:5556/40500 train_loss:1.7010 aux_loss:0.0033 train_time:4013476ms step_avg:723.67ms
step:5557/40500 train_loss:1.7833 aux_loss:0.0035 train_time:4014200ms step_avg:723.67ms
step:5558/40500 train_loss:1.7795 aux_loss:0.0030 train_time:4014920ms step_avg:723.67ms
step:5559/40500 train_loss:1.7785 aux_loss:0.0033 train_time:4015641ms step_avg:723.67ms
step:5560/40500 train_loss:1.7419 aux_loss:0.0031 train_time:4016362ms step_avg:723.67ms
step:5561/40500 train_loss:1.7515 aux_loss:0.0029 train_time:4017084ms step_avg:723.67ms
step:5562/40500 train_loss:1.8264 aux_loss:0.0035 train_time:4017805ms step_avg:723.67ms
step:5563/40500 train_loss:1.8325 aux_loss:0.0033 train_time:4018525ms step_avg:723.67ms
step:5564/40500 train_loss:1.7319 aux_loss:0.0031 train_time:4019243ms step_avg:723.67ms
step:5565/40500 train_loss:1.8090 aux_loss:0.0034 train_time:4019963ms step_avg:723.67ms
step:5566/40500 train_loss:1.7774 aux_loss:0.0031 train_time:4020683ms step_avg:723.67ms
step:5567/40500 train_loss:1.7492 aux_loss:0.0031 train_time:4021403ms step_avg:723.66ms
step:5568/40500 train_loss:1.7975 aux_loss:0.0036 train_time:4022121ms step_avg:723.66ms
step:5569/40500 train_loss:1.7460 aux_loss:0.0035 train_time:4022844ms step_avg:723.66ms
step:5570/40500 train_loss:1.7599 aux_loss:0.0031 train_time:4023564ms step_avg:723.66ms
step:5571/40500 train_loss:1.7089 aux_loss:0.0032 train_time:4024285ms step_avg:723.66ms
step:5572/40500 train_loss:1.7160 aux_loss:0.0041 train_time:4025005ms step_avg:723.66ms
step:5573/40500 train_loss:1.7676 aux_loss:0.0032 train_time:4025723ms step_avg:723.66ms
step:5574/40500 train_loss:1.8531 aux_loss:0.0032 train_time:4026445ms step_avg:723.66ms
step:5575/40500 train_loss:1.7760 aux_loss:0.0030 train_time:4027164ms step_avg:723.66ms
step:5576/40500 train_loss:1.8098 aux_loss:0.0033 train_time:4027883ms step_avg:723.66ms
step:5577/40500 train_loss:1.7594 aux_loss:0.0030 train_time:4028602ms step_avg:723.66ms
step:5578/40500 train_loss:1.7797 aux_loss:0.0031 train_time:4029321ms step_avg:723.66ms
step:5579/40500 train_loss:1.7329 aux_loss:0.0031 train_time:4030042ms step_avg:723.66ms
step:5580/40500 train_loss:1.7256 aux_loss:0.0035 train_time:4030761ms step_avg:723.66ms
step:5581/40500 train_loss:1.8097 aux_loss:0.0032 train_time:4031481ms step_avg:723.65ms
step:5582/40500 train_loss:1.7783 aux_loss:0.0033 train_time:4032201ms step_avg:723.65ms
step:5583/40500 train_loss:1.7653 aux_loss:0.0033 train_time:4032921ms step_avg:723.65ms
step:5584/40500 train_loss:1.7626 aux_loss:0.0034 train_time:4033641ms step_avg:723.65ms
step:5585/40500 train_loss:1.7629 aux_loss:0.0034 train_time:4034360ms step_avg:723.65ms
step:5586/40500 train_loss:1.7439 aux_loss:0.0034 train_time:4035080ms step_avg:723.65ms
step:5587/40500 train_loss:1.8130 aux_loss:0.0030 train_time:4035800ms step_avg:723.65ms
step:5588/40500 train_loss:1.7278 aux_loss:0.0034 train_time:4036519ms step_avg:723.65ms
step:5589/40500 train_loss:1.7462 aux_loss:0.0034 train_time:4037239ms step_avg:723.65ms
step:5590/40500 train_loss:1.8486 aux_loss:0.0032 train_time:4037959ms step_avg:723.65ms
step:5591/40500 train_loss:1.8112 aux_loss:0.0032 train_time:4038678ms step_avg:723.65ms
step:5592/40500 train_loss:1.7735 aux_loss:0.0032 train_time:4039399ms step_avg:723.65ms
step:5593/40500 train_loss:1.7465 aux_loss:0.0030 train_time:4040119ms step_avg:723.65ms
step:5594/40500 train_loss:1.7896 aux_loss:0.0030 train_time:4040839ms step_avg:723.65ms
step:5595/40500 train_loss:1.7531 aux_loss:0.0035 train_time:4041558ms step_avg:723.65ms
step:5596/40500 train_loss:1.7459 aux_loss:0.0033 train_time:4042278ms step_avg:723.64ms
step:5597/40500 train_loss:1.6862 aux_loss:0.0030 train_time:4042998ms step_avg:723.64ms
step:5598/40500 train_loss:1.7423 aux_loss:0.0034 train_time:4043717ms step_avg:723.64ms
step:5599/40500 train_loss:1.7702 aux_loss:0.0031 train_time:4044436ms step_avg:723.64ms
step:5600/40500 train_loss:1.7754 aux_loss:0.0034 train_time:4045156ms step_avg:723.64ms
step:5601/40500 train_loss:1.7300 aux_loss:0.0033 train_time:4045876ms step_avg:723.64ms
step:5602/40500 train_loss:1.7650 aux_loss:0.0030 train_time:4046596ms step_avg:723.64ms
step:5603/40500 train_loss:1.7452 aux_loss:0.0033 train_time:4047316ms step_avg:723.64ms
step:5604/40500 train_loss:1.7380 aux_loss:0.0033 train_time:4048036ms step_avg:723.64ms
step:5605/40500 train_loss:1.7410 aux_loss:0.0032 train_time:4048754ms step_avg:723.64ms
step:5606/40500 train_loss:1.8169 aux_loss:0.0032 train_time:4049475ms step_avg:723.64ms
step:5607/40500 train_loss:1.7274 aux_loss:0.0032 train_time:4050195ms step_avg:723.64ms
step:5608/40500 train_loss:1.8099 aux_loss:0.0032 train_time:4050915ms step_avg:723.64ms
step:5609/40500 train_loss:1.7842 aux_loss:0.0031 train_time:4051635ms step_avg:723.64ms
step:5610/40500 train_loss:1.6968 aux_loss:0.0032 train_time:4052355ms step_avg:723.63ms
step:5611/40500 train_loss:1.7571 aux_loss:0.0034 train_time:4053076ms step_avg:723.63ms
step:5612/40500 train_loss:1.7364 aux_loss:0.0031 train_time:4053794ms step_avg:723.63ms
step:5613/40500 train_loss:1.8394 aux_loss:0.0031 train_time:4054514ms step_avg:723.63ms
step:5614/40500 train_loss:1.7211 aux_loss:0.0033 train_time:4055233ms step_avg:723.63ms
step:5615/40500 train_loss:1.7543 aux_loss:0.0033 train_time:4055954ms step_avg:723.63ms
step:5616/40500 train_loss:1.7751 aux_loss:0.0031 train_time:4056674ms step_avg:723.63ms
step:5617/40500 train_loss:1.7424 aux_loss:0.0033 train_time:4057392ms step_avg:723.63ms
step:5618/40500 train_loss:1.7764 aux_loss:0.0032 train_time:4058116ms step_avg:723.63ms
step:5619/40500 train_loss:1.7454 aux_loss:0.0032 train_time:4058834ms step_avg:723.63ms
step:5620/40500 train_loss:1.7514 aux_loss:0.0033 train_time:4059554ms step_avg:723.63ms
step:5621/40500 train_loss:1.8344 aux_loss:0.0051 train_time:4060275ms step_avg:723.63ms
step:5622/40500 train_loss:1.8601 aux_loss:0.0033 train_time:4060993ms step_avg:723.63ms
step:5623/40500 train_loss:1.7325 aux_loss:0.0031 train_time:4061714ms step_avg:723.63ms
step:5624/40500 train_loss:1.7183 aux_loss:0.0029 train_time:4062433ms step_avg:723.63ms
step:5625/40500 train_loss:1.7921 aux_loss:0.0034 train_time:4063153ms step_avg:723.62ms
step:5626/40500 train_loss:1.8045 aux_loss:0.0032 train_time:4063871ms step_avg:723.62ms
step:5627/40500 train_loss:1.7355 aux_loss:0.0030 train_time:4064592ms step_avg:723.62ms
step:5628/40500 train_loss:1.7446 aux_loss:0.0031 train_time:4065311ms step_avg:723.62ms
step:5629/40500 train_loss:1.7761 aux_loss:0.0032 train_time:4066031ms step_avg:723.62ms
step:5630/40500 train_loss:1.7495 aux_loss:0.0032 train_time:4066751ms step_avg:723.62ms
step:5631/40500 train_loss:1.7992 aux_loss:0.0033 train_time:4067472ms step_avg:723.62ms
step:5632/40500 train_loss:1.7877 aux_loss:0.0032 train_time:4068190ms step_avg:723.62ms
step:5633/40500 train_loss:1.7690 aux_loss:0.0031 train_time:4068910ms step_avg:723.62ms
step:5634/40500 train_loss:1.7621 aux_loss:0.0034 train_time:4069628ms step_avg:723.62ms
step:5635/40500 train_loss:1.7447 aux_loss:0.0031 train_time:4070350ms step_avg:723.62ms
step:5636/40500 train_loss:1.7103 aux_loss:0.0032 train_time:4071069ms step_avg:723.62ms
step:5637/40500 train_loss:1.8050 aux_loss:0.0031 train_time:4071791ms step_avg:723.62ms
step:5638/40500 train_loss:1.7727 aux_loss:0.0029 train_time:4072510ms step_avg:723.62ms
step:5639/40500 train_loss:1.8292 aux_loss:0.0032 train_time:4073229ms step_avg:723.62ms
step:5640/40500 train_loss:1.7524 aux_loss:0.0031 train_time:4073948ms step_avg:723.61ms
step:5641/40500 train_loss:1.8231 aux_loss:0.0032 train_time:4074670ms step_avg:723.61ms
step:5642/40500 train_loss:1.8024 aux_loss:0.0032 train_time:4075388ms step_avg:723.61ms
step:5643/40500 train_loss:1.7470 aux_loss:0.0031 train_time:4076109ms step_avg:723.61ms
step:5644/40500 train_loss:1.7577 aux_loss:0.0033 train_time:4076829ms step_avg:723.61ms
step:5645/40500 train_loss:1.7520 aux_loss:0.0031 train_time:4077548ms step_avg:723.61ms
step:5646/40500 train_loss:1.7436 aux_loss:0.0031 train_time:4078270ms step_avg:723.61ms
step:5647/40500 train_loss:1.7744 aux_loss:0.0033 train_time:4078990ms step_avg:723.61ms
step:5648/40500 train_loss:1.7427 aux_loss:0.0033 train_time:4079710ms step_avg:723.61ms
step:5649/40500 train_loss:1.7955 aux_loss:0.0030 train_time:4080430ms step_avg:723.61ms
step:5650/40500 train_loss:1.7725 aux_loss:0.0034 train_time:4081150ms step_avg:723.61ms
step:5651/40500 train_loss:1.7988 aux_loss:0.0034 train_time:4081870ms step_avg:723.61ms
step:5652/40500 train_loss:1.8439 aux_loss:0.0032 train_time:4082591ms step_avg:723.61ms
step:5653/40500 train_loss:1.7387 aux_loss:0.0030 train_time:4083311ms step_avg:723.61ms
step:5654/40500 train_loss:1.7641 aux_loss:0.0031 train_time:4084033ms step_avg:723.61ms
step:5655/40500 train_loss:1.7678 aux_loss:0.0032 train_time:4084751ms step_avg:723.61ms
step:5656/40500 train_loss:1.7487 aux_loss:0.0031 train_time:4085473ms step_avg:723.60ms
step:5657/40500 train_loss:1.7553 aux_loss:0.0032 train_time:4086192ms step_avg:723.60ms
step:5658/40500 train_loss:1.6958 aux_loss:0.0030 train_time:4086913ms step_avg:723.60ms
step:5659/40500 train_loss:1.7321 aux_loss:0.0030 train_time:4087635ms step_avg:723.60ms
step:5660/40500 train_loss:1.7759 aux_loss:0.0033 train_time:4088355ms step_avg:723.60ms
step:5661/40500 train_loss:1.7870 aux_loss:0.0035 train_time:4089077ms step_avg:723.60ms
step:5662/40500 train_loss:1.7692 aux_loss:0.0034 train_time:4089800ms step_avg:723.60ms
step:5663/40500 train_loss:1.7413 aux_loss:0.0032 train_time:4090519ms step_avg:723.60ms
step:5664/40500 train_loss:1.7885 aux_loss:0.0032 train_time:4091240ms step_avg:723.60ms
step:5665/40500 train_loss:1.7740 aux_loss:0.0031 train_time:4091962ms step_avg:723.60ms
step:5666/40500 train_loss:1.7521 aux_loss:0.0031 train_time:4092684ms step_avg:723.60ms
step:5667/40500 train_loss:1.7625 aux_loss:0.0031 train_time:4093404ms step_avg:723.60ms
step:5668/40500 train_loss:1.7582 aux_loss:0.0031 train_time:4094122ms step_avg:723.60ms
step:5669/40500 train_loss:1.8468 aux_loss:0.0033 train_time:4094844ms step_avg:723.60ms
step:5670/40500 train_loss:1.7895 aux_loss:0.0031 train_time:4095563ms step_avg:723.60ms
step:5671/40500 train_loss:1.7607 aux_loss:0.0031 train_time:4096285ms step_avg:723.60ms
step:5672/40500 train_loss:1.7381 aux_loss:0.0032 train_time:4097004ms step_avg:723.60ms
step:5673/40500 train_loss:1.8252 aux_loss:0.0029 train_time:4097724ms step_avg:723.60ms
step:5674/40500 train_loss:1.7426 aux_loss:0.0029 train_time:4098444ms step_avg:723.60ms
step:5675/40500 train_loss:1.7729 aux_loss:0.0032 train_time:4099163ms step_avg:723.59ms
step:5676/40500 train_loss:1.8486 aux_loss:0.0031 train_time:4099884ms step_avg:723.59ms
step:5677/40500 train_loss:1.8076 aux_loss:0.0031 train_time:4100604ms step_avg:723.59ms
step:5678/40500 train_loss:1.7355 aux_loss:0.0034 train_time:4101324ms step_avg:723.59ms
step:5679/40500 train_loss:1.7652 aux_loss:0.0035 train_time:4102043ms step_avg:723.59ms
step:5680/40500 train_loss:1.8226 aux_loss:0.0035 train_time:4102763ms step_avg:723.59ms
step:5681/40500 train_loss:1.7301 aux_loss:0.0033 train_time:4103483ms step_avg:723.59ms
step:5682/40500 train_loss:1.7629 aux_loss:0.0031 train_time:4104201ms step_avg:723.59ms
step:5683/40500 train_loss:1.7460 aux_loss:0.0030 train_time:4104920ms step_avg:723.59ms
step:5684/40500 train_loss:1.8271 aux_loss:0.0032 train_time:4105640ms step_avg:723.59ms
step:5685/40500 train_loss:1.7928 aux_loss:0.0033 train_time:4106360ms step_avg:723.59ms
step:5686/40500 train_loss:1.7393 aux_loss:0.0041 train_time:4107080ms step_avg:723.59ms
step:5687/40500 train_loss:1.7099 aux_loss:0.0031 train_time:4107800ms step_avg:723.59ms
step:5688/40500 train_loss:1.7231 aux_loss:0.0032 train_time:4108520ms step_avg:723.59ms
step:5689/40500 train_loss:1.7876 aux_loss:0.0031 train_time:4109239ms step_avg:723.58ms
step:5690/40500 train_loss:1.7647 aux_loss:0.0031 train_time:4109958ms step_avg:723.58ms
step:5691/40500 train_loss:1.8042 aux_loss:0.0033 train_time:4110679ms step_avg:723.58ms
step:5692/40500 train_loss:1.7360 aux_loss:0.0032 train_time:4111398ms step_avg:723.58ms
step:5693/40500 train_loss:1.7998 aux_loss:0.0029 train_time:4112116ms step_avg:723.58ms
step:5694/40500 train_loss:1.7342 aux_loss:0.0032 train_time:4112840ms step_avg:723.58ms
step:5695/40500 train_loss:1.7727 aux_loss:0.0035 train_time:4113558ms step_avg:723.58ms
step:5696/40500 train_loss:1.7851 aux_loss:0.0031 train_time:4114277ms step_avg:723.58ms
step:5697/40500 train_loss:1.7059 aux_loss:0.0031 train_time:4114997ms step_avg:723.58ms
step:5698/40500 train_loss:1.7838 aux_loss:0.0035 train_time:4115717ms step_avg:723.58ms
step:5699/40500 train_loss:1.7713 aux_loss:0.0031 train_time:4116437ms step_avg:723.58ms
step:5700/40500 train_loss:1.7491 aux_loss:0.0029 train_time:4117157ms step_avg:723.58ms
step:5701/40500 train_loss:1.7121 aux_loss:0.0032 train_time:4117879ms step_avg:723.58ms
step:5702/40500 train_loss:1.7739 aux_loss:0.0032 train_time:4118597ms step_avg:723.58ms
step:5703/40500 train_loss:1.7818 aux_loss:0.0032 train_time:4119316ms step_avg:723.58ms
step:5704/40500 train_loss:1.7791 aux_loss:0.0030 train_time:4120035ms step_avg:723.57ms
step:5705/40500 train_loss:1.7430 aux_loss:0.0031 train_time:4120754ms step_avg:723.57ms
step:5706/40500 train_loss:1.7033 aux_loss:0.0032 train_time:4121476ms step_avg:723.57ms
step:5707/40500 train_loss:1.7944 aux_loss:0.0032 train_time:4122195ms step_avg:723.57ms
step:5708/40500 train_loss:1.7925 aux_loss:0.0031 train_time:4122915ms step_avg:723.57ms
step:5709/40500 train_loss:1.8143 aux_loss:0.0031 train_time:4123633ms step_avg:723.57ms
step:5710/40500 train_loss:1.8103 aux_loss:0.0032 train_time:4124354ms step_avg:723.57ms
step:5711/40500 train_loss:1.7824 aux_loss:0.0033 train_time:4125075ms step_avg:723.57ms
step:5712/40500 train_loss:1.7770 aux_loss:0.0029 train_time:4125795ms step_avg:723.57ms
step:5713/40500 train_loss:1.8101 aux_loss:0.0032 train_time:4126517ms step_avg:723.57ms
step:5714/40500 train_loss:1.7835 aux_loss:0.0031 train_time:4127237ms step_avg:723.57ms
step:5715/40500 train_loss:1.7681 aux_loss:0.0029 train_time:4127955ms step_avg:723.57ms
step:5716/40500 train_loss:1.7342 aux_loss:0.0033 train_time:4128677ms step_avg:723.57ms
step:5717/40500 train_loss:1.7401 aux_loss:0.0034 train_time:4129396ms step_avg:723.57ms
step:5718/40500 train_loss:1.7897 aux_loss:0.0032 train_time:4130116ms step_avg:723.57ms
step:5719/40500 train_loss:1.7190 aux_loss:0.0035 train_time:4130835ms step_avg:723.57ms
step:5720/40500 train_loss:1.7614 aux_loss:0.0032 train_time:4131555ms step_avg:723.56ms
step:5721/40500 train_loss:1.7730 aux_loss:0.0031 train_time:4132274ms step_avg:723.56ms
step:5722/40500 train_loss:1.7144 aux_loss:0.0031 train_time:4132993ms step_avg:723.56ms
step:5723/40500 train_loss:1.8322 aux_loss:0.0033 train_time:4133713ms step_avg:723.56ms
step:5724/40500 train_loss:1.8007 aux_loss:0.0032 train_time:4134432ms step_avg:723.56ms
step:5725/40500 train_loss:1.7480 aux_loss:0.0032 train_time:4135154ms step_avg:723.56ms
step:5726/40500 train_loss:1.7770 aux_loss:0.0028 train_time:4135873ms step_avg:723.56ms
step:5727/40500 train_loss:1.7531 aux_loss:0.0030 train_time:4136594ms step_avg:723.56ms
step:5728/40500 train_loss:1.7603 aux_loss:0.0031 train_time:4137314ms step_avg:723.56ms
step:5729/40500 train_loss:1.7537 aux_loss:0.0033 train_time:4138032ms step_avg:723.56ms
step:5730/40500 train_loss:1.8069 aux_loss:0.0032 train_time:4138752ms step_avg:723.56ms
step:5731/40500 train_loss:1.7857 aux_loss:0.0032 train_time:4139470ms step_avg:723.56ms
step:5732/40500 train_loss:1.7669 aux_loss:0.0031 train_time:4140192ms step_avg:723.56ms
step:5733/40500 train_loss:1.7591 aux_loss:0.0033 train_time:4140911ms step_avg:723.56ms
step:5734/40500 train_loss:1.7605 aux_loss:0.0030 train_time:4141631ms step_avg:723.56ms
step:5735/40500 train_loss:1.8269 aux_loss:0.0028 train_time:4142349ms step_avg:723.55ms
step:5736/40500 train_loss:1.7376 aux_loss:0.0031 train_time:4143071ms step_avg:723.55ms
step:5737/40500 train_loss:1.7694 aux_loss:0.0033 train_time:4143790ms step_avg:723.55ms
step:5738/40500 train_loss:1.7283 aux_loss:0.0033 train_time:4144511ms step_avg:723.55ms
step:5739/40500 train_loss:1.7918 aux_loss:0.0034 train_time:4145233ms step_avg:723.55ms
step:5740/40500 train_loss:1.7358 aux_loss:0.0035 train_time:4145951ms step_avg:723.55ms
step:5741/40500 train_loss:1.7619 aux_loss:0.0033 train_time:4146672ms step_avg:723.55ms
step:5742/40500 train_loss:1.7751 aux_loss:0.0030 train_time:4147393ms step_avg:723.55ms
step:5743/40500 train_loss:1.8013 aux_loss:0.0033 train_time:4148113ms step_avg:723.55ms
step:5744/40500 train_loss:1.7521 aux_loss:0.0031 train_time:4148833ms step_avg:723.55ms
step:5745/40500 train_loss:1.7539 aux_loss:0.0031 train_time:4149552ms step_avg:723.55ms
step:5746/40500 train_loss:1.8342 aux_loss:0.0033 train_time:4150275ms step_avg:723.55ms
step:5747/40500 train_loss:1.7566 aux_loss:0.0033 train_time:4150995ms step_avg:723.55ms
step:5748/40500 train_loss:1.8105 aux_loss:0.0030 train_time:4151717ms step_avg:723.55ms
step:5749/40500 train_loss:1.7550 aux_loss:0.0031 train_time:4152439ms step_avg:723.55ms
step:5750/40500 train_loss:1.6806 aux_loss:0.0032 train_time:4153159ms step_avg:723.55ms
step:5751/40500 train_loss:1.7368 aux_loss:0.0040 train_time:4153882ms step_avg:723.55ms
step:5752/40500 train_loss:1.7976 aux_loss:0.0031 train_time:4154603ms step_avg:723.55ms
step:5753/40500 train_loss:1.7802 aux_loss:0.0031 train_time:4155324ms step_avg:723.55ms
step:5754/40500 train_loss:1.7673 aux_loss:0.0031 train_time:4156044ms step_avg:723.55ms
step:5755/40500 train_loss:1.7195 aux_loss:0.0030 train_time:4156765ms step_avg:723.54ms
step:5756/40500 train_loss:1.7750 aux_loss:0.0034 train_time:4157485ms step_avg:723.54ms
step:5757/40500 train_loss:1.7248 aux_loss:0.0035 train_time:4158204ms step_avg:723.54ms
step:5758/40500 train_loss:1.7852 aux_loss:0.0031 train_time:4158924ms step_avg:723.54ms
step:5759/40500 train_loss:1.8037 aux_loss:0.0029 train_time:4159642ms step_avg:723.54ms
step:5760/40500 train_loss:1.7135 aux_loss:0.0035 train_time:4160364ms step_avg:723.54ms
step:5761/40500 train_loss:1.7691 aux_loss:0.0034 train_time:4161084ms step_avg:723.54ms
step:5762/40500 train_loss:1.7726 aux_loss:0.0031 train_time:4161803ms step_avg:723.54ms
step:5763/40500 train_loss:1.8227 aux_loss:0.0033 train_time:4162525ms step_avg:723.54ms
step:5764/40500 train_loss:1.8258 aux_loss:0.0033 train_time:4163243ms step_avg:723.54ms
step:5765/40500 train_loss:1.7520 aux_loss:0.0031 train_time:4163962ms step_avg:723.54ms
step:5766/40500 train_loss:1.6672 aux_loss:0.0031 train_time:4164683ms step_avg:723.54ms
step:5767/40500 train_loss:1.7692 aux_loss:0.0031 train_time:4165402ms step_avg:723.54ms
step:5768/40500 train_loss:1.7600 aux_loss:0.0032 train_time:4166122ms step_avg:723.54ms
step:5769/40500 train_loss:1.7966 aux_loss:0.0031 train_time:4166843ms step_avg:723.54ms
step:5770/40500 train_loss:1.8161 aux_loss:0.0032 train_time:4167563ms step_avg:723.54ms
step:5771/40500 train_loss:1.7507 aux_loss:0.0034 train_time:4168281ms step_avg:723.53ms
step:5772/40500 train_loss:1.7298 aux_loss:0.0031 train_time:4169002ms step_avg:723.53ms
step:5773/40500 train_loss:1.7492 aux_loss:0.0030 train_time:4169722ms step_avg:723.53ms
step:5774/40500 train_loss:1.7467 aux_loss:0.0032 train_time:4170442ms step_avg:723.53ms
step:5775/40500 train_loss:1.7483 aux_loss:0.0033 train_time:4171162ms step_avg:723.53ms
step:5776/40500 train_loss:1.7306 aux_loss:0.0031 train_time:4171882ms step_avg:723.53ms
step:5777/40500 train_loss:1.8098 aux_loss:0.0032 train_time:4172600ms step_avg:723.53ms
step:5778/40500 train_loss:1.7239 aux_loss:0.0032 train_time:4173319ms step_avg:723.53ms
step:5779/40500 train_loss:1.7555 aux_loss:0.0029 train_time:4174038ms step_avg:723.53ms
step:5780/40500 train_loss:1.7708 aux_loss:0.0030 train_time:4174758ms step_avg:723.53ms
step:5781/40500 train_loss:1.7320 aux_loss:0.0031 train_time:4175475ms step_avg:723.53ms
step:5782/40500 train_loss:1.8116 aux_loss:0.0033 train_time:4176195ms step_avg:723.53ms
step:5783/40500 train_loss:1.7823 aux_loss:0.0033 train_time:4176914ms step_avg:723.53ms
step:5784/40500 train_loss:1.8365 aux_loss:0.0030 train_time:4177638ms step_avg:723.53ms
step:5785/40500 train_loss:1.7774 aux_loss:0.0033 train_time:4178358ms step_avg:723.53ms
step:5786/40500 train_loss:1.7693 aux_loss:0.0031 train_time:4179077ms step_avg:723.52ms
step:5787/40500 train_loss:1.7424 aux_loss:0.0030 train_time:4179798ms step_avg:723.52ms
step:5788/40500 train_loss:1.7480 aux_loss:0.0031 train_time:4180517ms step_avg:723.52ms
step:5789/40500 train_loss:1.7844 aux_loss:0.0031 train_time:4181237ms step_avg:723.52ms
step:5790/40500 train_loss:1.7409 aux_loss:0.0033 train_time:4181958ms step_avg:723.52ms
step:5791/40500 train_loss:1.7357 aux_loss:0.0031 train_time:4182677ms step_avg:723.52ms
step:5792/40500 train_loss:1.7818 aux_loss:0.0032 train_time:4183396ms step_avg:723.52ms
step:5793/40500 train_loss:1.8028 aux_loss:0.0034 train_time:4184115ms step_avg:723.52ms
step:5794/40500 train_loss:1.7804 aux_loss:0.0033 train_time:4184833ms step_avg:723.52ms
step:5795/40500 train_loss:1.7976 aux_loss:0.0033 train_time:4185555ms step_avg:723.52ms
step:5796/40500 train_loss:1.7561 aux_loss:0.0031 train_time:4186276ms step_avg:723.52ms
step:5797/40500 train_loss:1.7796 aux_loss:0.0032 train_time:4186995ms step_avg:723.52ms
step:5798/40500 train_loss:1.7729 aux_loss:0.0031 train_time:4187715ms step_avg:723.52ms
step:5799/40500 train_loss:1.7806 aux_loss:0.0030 train_time:4188437ms step_avg:723.52ms
step:5800/40500 train_loss:1.8633 aux_loss:0.0031 train_time:4189156ms step_avg:723.52ms
step:5801/40500 train_loss:1.7381 aux_loss:0.0031 train_time:4189875ms step_avg:723.51ms
step:5802/40500 train_loss:1.7179 aux_loss:0.0034 train_time:4190595ms step_avg:723.51ms
step:5803/40500 train_loss:1.8175 aux_loss:0.0032 train_time:4191315ms step_avg:723.51ms
step:5804/40500 train_loss:1.7925 aux_loss:0.0031 train_time:4192034ms step_avg:723.51ms
step:5805/40500 train_loss:1.7725 aux_loss:0.0032 train_time:4192754ms step_avg:723.51ms
step:5806/40500 train_loss:1.7217 aux_loss:0.0034 train_time:4193472ms step_avg:723.51ms
step:5807/40500 train_loss:1.7816 aux_loss:0.0033 train_time:4194193ms step_avg:723.51ms
step:5808/40500 train_loss:1.7776 aux_loss:0.0031 train_time:4194913ms step_avg:723.51ms
step:5809/40500 train_loss:1.8214 aux_loss:0.0029 train_time:4195633ms step_avg:723.51ms
step:5810/40500 train_loss:1.7383 aux_loss:0.0030 train_time:4196352ms step_avg:723.51ms
step:5811/40500 train_loss:1.7634 aux_loss:0.0031 train_time:4197073ms step_avg:723.51ms
step:5812/40500 train_loss:1.7738 aux_loss:0.0030 train_time:4197794ms step_avg:723.51ms
step:5813/40500 train_loss:1.7538 aux_loss:0.0030 train_time:4198512ms step_avg:723.51ms
step:5814/40500 train_loss:1.7047 aux_loss:0.0033 train_time:4199233ms step_avg:723.51ms
step:5815/40500 train_loss:1.7209 aux_loss:0.0030 train_time:4199954ms step_avg:723.51ms
step:5816/40500 train_loss:1.7693 aux_loss:0.0033 train_time:4200674ms step_avg:723.51ms
step:5817/40500 train_loss:1.7629 aux_loss:0.0033 train_time:4201395ms step_avg:723.51ms
step:5818/40500 train_loss:1.7831 aux_loss:0.0032 train_time:4202114ms step_avg:723.50ms
step:5819/40500 train_loss:1.7231 aux_loss:0.0034 train_time:4202833ms step_avg:723.50ms
step:5820/40500 train_loss:1.7735 aux_loss:0.0031 train_time:4203552ms step_avg:723.50ms
step:5821/40500 train_loss:1.7749 aux_loss:0.0029 train_time:4204272ms step_avg:723.50ms
step:5822/40500 train_loss:1.7376 aux_loss:0.0034 train_time:4204992ms step_avg:723.50ms
step:5823/40500 train_loss:1.6864 aux_loss:0.0031 train_time:4205712ms step_avg:723.50ms
step:5824/40500 train_loss:1.7904 aux_loss:0.0029 train_time:4206432ms step_avg:723.50ms
step:5825/40500 train_loss:1.7682 aux_loss:0.0032 train_time:4207152ms step_avg:723.50ms
step:5826/40500 train_loss:1.7138 aux_loss:0.0035 train_time:4207873ms step_avg:723.50ms
step:5827/40500 train_loss:1.6954 aux_loss:0.0032 train_time:4208591ms step_avg:723.50ms
step:5828/40500 train_loss:1.7688 aux_loss:0.0034 train_time:4209312ms step_avg:723.50ms
step:5829/40500 train_loss:1.7299 aux_loss:0.0034 train_time:4210031ms step_avg:723.50ms
step:5830/40500 train_loss:1.8374 aux_loss:0.0031 train_time:4210750ms step_avg:723.50ms
step:5831/40500 train_loss:1.7958 aux_loss:0.0030 train_time:4211471ms step_avg:723.50ms
step:5832/40500 train_loss:1.7464 aux_loss:0.0033 train_time:4212191ms step_avg:723.50ms
step:5833/40500 train_loss:1.7689 aux_loss:0.0033 train_time:4212911ms step_avg:723.49ms
step:5834/40500 train_loss:1.8128 aux_loss:0.0031 train_time:4213630ms step_avg:723.49ms
step:5835/40500 train_loss:1.7266 aux_loss:0.0030 train_time:4214350ms step_avg:723.49ms
step:5836/40500 train_loss:1.7867 aux_loss:0.0031 train_time:4215071ms step_avg:723.49ms
step:5837/40500 train_loss:1.7278 aux_loss:0.0031 train_time:4215790ms step_avg:723.49ms
step:5838/40500 train_loss:1.8100 aux_loss:0.0033 train_time:4216511ms step_avg:723.49ms
step:5839/40500 train_loss:1.7268 aux_loss:0.0031 train_time:4217230ms step_avg:723.49ms
step:5840/40500 train_loss:1.7733 aux_loss:0.0031 train_time:4217949ms step_avg:723.49ms
step:5841/40500 train_loss:1.7450 aux_loss:0.0031 train_time:4218668ms step_avg:723.49ms
step:5842/40500 train_loss:1.7706 aux_loss:0.0032 train_time:4219388ms step_avg:723.49ms
step:5843/40500 train_loss:1.7603 aux_loss:0.0033 train_time:4220107ms step_avg:723.49ms
step:5844/40500 train_loss:1.7604 aux_loss:0.0030 train_time:4220827ms step_avg:723.49ms
step:5845/40500 train_loss:1.7771 aux_loss:0.0029 train_time:4221547ms step_avg:723.49ms
step:5846/40500 train_loss:1.7694 aux_loss:0.0032 train_time:4222267ms step_avg:723.49ms
step:5847/40500 train_loss:1.7417 aux_loss:0.0031 train_time:4222987ms step_avg:723.49ms
step:5848/40500 train_loss:1.7402 aux_loss:0.0030 train_time:4223707ms step_avg:723.49ms
step:5849/40500 train_loss:1.7308 aux_loss:0.0030 train_time:4224426ms step_avg:723.48ms
step:5850/40500 train_loss:1.8215 aux_loss:0.0032 train_time:4225148ms step_avg:723.48ms
step:5851/40500 train_loss:1.7944 aux_loss:0.0030 train_time:4225868ms step_avg:723.48ms
step:5852/40500 train_loss:1.7122 aux_loss:0.0030 train_time:4226589ms step_avg:723.48ms
step:5853/40500 train_loss:1.6759 aux_loss:0.0031 train_time:4227310ms step_avg:723.48ms
step:5854/40500 train_loss:1.6944 aux_loss:0.0034 train_time:4228030ms step_avg:723.48ms
step:5855/40500 train_loss:1.8293 aux_loss:0.0032 train_time:4228750ms step_avg:723.48ms
step:5856/40500 train_loss:1.7542 aux_loss:0.0028 train_time:4229470ms step_avg:723.48ms
step:5857/40500 train_loss:1.7386 aux_loss:0.0033 train_time:4230190ms step_avg:723.48ms
step:5858/40500 train_loss:1.7639 aux_loss:0.0037 train_time:4230909ms step_avg:723.48ms
step:5859/40500 train_loss:1.7517 aux_loss:0.0032 train_time:4231629ms step_avg:723.48ms
step:5860/40500 train_loss:1.7698 aux_loss:0.0030 train_time:4232349ms step_avg:723.48ms
step:5861/40500 train_loss:1.7642 aux_loss:0.0030 train_time:4233069ms step_avg:723.48ms
step:5862/40500 train_loss:1.7347 aux_loss:0.0040 train_time:4233788ms step_avg:723.48ms
step:5863/40500 train_loss:1.7524 aux_loss:0.0032 train_time:4234508ms step_avg:723.48ms
step:5864/40500 train_loss:1.6957 aux_loss:0.0031 train_time:4235224ms step_avg:723.48ms
step:5865/40500 train_loss:1.7548 aux_loss:0.0030 train_time:4235944ms step_avg:723.47ms
step:5866/40500 train_loss:1.7702 aux_loss:0.0035 train_time:4236663ms step_avg:723.47ms
step:5867/40500 train_loss:1.7397 aux_loss:0.0034 train_time:4237383ms step_avg:723.47ms
step:5868/40500 train_loss:1.7508 aux_loss:0.0030 train_time:4238103ms step_avg:723.47ms
step:5869/40500 train_loss:1.7573 aux_loss:0.0030 train_time:4238822ms step_avg:723.47ms
step:5870/40500 train_loss:1.7754 aux_loss:0.0031 train_time:4239543ms step_avg:723.47ms
step:5871/40500 train_loss:1.7720 aux_loss:0.0032 train_time:4240262ms step_avg:723.47ms
step:5872/40500 train_loss:1.7410 aux_loss:0.0031 train_time:4240982ms step_avg:723.47ms
step:5873/40500 train_loss:1.7733 aux_loss:0.0032 train_time:4241701ms step_avg:723.47ms
step:5874/40500 train_loss:1.8323 aux_loss:0.0032 train_time:4242419ms step_avg:723.47ms
step:5875/40500 train_loss:1.7168 aux_loss:0.0031 train_time:4243142ms step_avg:723.47ms
step:5876/40500 train_loss:1.7190 aux_loss:0.0032 train_time:4243863ms step_avg:723.47ms
step:5877/40500 train_loss:1.7142 aux_loss:0.0034 train_time:4244582ms step_avg:723.47ms
step:5878/40500 train_loss:1.7457 aux_loss:0.0033 train_time:4245301ms step_avg:723.47ms
step:5879/40500 train_loss:1.8165 aux_loss:0.0033 train_time:4246021ms step_avg:723.47ms
step:5880/40500 train_loss:1.8304 aux_loss:0.0030 train_time:4246742ms step_avg:723.47ms
step:5881/40500 train_loss:1.7291 aux_loss:0.0033 train_time:4247461ms step_avg:723.46ms
step:5882/40500 train_loss:1.7632 aux_loss:0.0032 train_time:4248180ms step_avg:723.46ms
step:5883/40500 train_loss:1.7893 aux_loss:0.0031 train_time:4248899ms step_avg:723.46ms
step:5884/40500 train_loss:1.7677 aux_loss:0.0031 train_time:4249620ms step_avg:723.46ms
step:5885/40500 train_loss:1.7508 aux_loss:0.0032 train_time:4250341ms step_avg:723.46ms
step:5886/40500 train_loss:1.6974 aux_loss:0.0033 train_time:4251059ms step_avg:723.46ms
step:5887/40500 train_loss:1.7646 aux_loss:0.0032 train_time:4251780ms step_avg:723.46ms
step:5888/40500 train_loss:1.8161 aux_loss:0.0031 train_time:4252500ms step_avg:723.46ms
step:5889/40500 train_loss:1.7619 aux_loss:0.0031 train_time:4253219ms step_avg:723.46ms
step:5890/40500 train_loss:1.7351 aux_loss:0.0033 train_time:4253938ms step_avg:723.46ms
step:5891/40500 train_loss:1.7270 aux_loss:0.0031 train_time:4254657ms step_avg:723.46ms
step:5892/40500 train_loss:1.8061 aux_loss:0.0030 train_time:4255377ms step_avg:723.46ms
step:5893/40500 train_loss:1.8029 aux_loss:0.0032 train_time:4256097ms step_avg:723.46ms
step:5894/40500 train_loss:1.7150 aux_loss:0.0032 train_time:4256818ms step_avg:723.46ms
step:5895/40500 train_loss:1.7264 aux_loss:0.0040 train_time:4257538ms step_avg:723.46ms
step:5896/40500 train_loss:1.7085 aux_loss:0.0033 train_time:4258257ms step_avg:723.46ms
step:5897/40500 train_loss:1.7798 aux_loss:0.0030 train_time:4258978ms step_avg:723.45ms
step:5898/40500 train_loss:1.7563 aux_loss:0.0032 train_time:4259697ms step_avg:723.45ms
step:5899/40500 train_loss:1.8021 aux_loss:0.0032 train_time:4260417ms step_avg:723.45ms
step:5900/40500 train_loss:1.7050 aux_loss:0.0036 train_time:4261136ms step_avg:723.45ms
step:5901/40500 train_loss:1.7558 aux_loss:0.0031 train_time:4261856ms step_avg:723.45ms
step:5902/40500 train_loss:1.7732 aux_loss:0.0031 train_time:4262575ms step_avg:723.45ms
step:5903/40500 train_loss:1.7524 aux_loss:0.0031 train_time:4263295ms step_avg:723.45ms
step:5904/40500 train_loss:1.7199 aux_loss:0.0032 train_time:4264016ms step_avg:723.45ms
step:5905/40500 train_loss:1.7423 aux_loss:0.0031 train_time:4264735ms step_avg:723.45ms
step:5906/40500 train_loss:1.7346 aux_loss:0.0030 train_time:4265458ms step_avg:723.45ms
step:5907/40500 train_loss:1.7846 aux_loss:0.0032 train_time:4266175ms step_avg:723.45ms
step:5908/40500 train_loss:1.7463 aux_loss:0.0031 train_time:4266896ms step_avg:723.45ms
step:5909/40500 train_loss:1.7352 aux_loss:0.0031 train_time:4267616ms step_avg:723.45ms
step:5910/40500 train_loss:1.7248 aux_loss:0.0032 train_time:4268334ms step_avg:723.45ms
step:5911/40500 train_loss:1.7566 aux_loss:0.0030 train_time:4269052ms step_avg:723.45ms
step:5912/40500 train_loss:1.8107 aux_loss:0.0030 train_time:4269772ms step_avg:723.45ms
step:5913/40500 train_loss:1.7327 aux_loss:0.0032 train_time:4270495ms step_avg:723.44ms
step:5914/40500 train_loss:1.7582 aux_loss:0.0034 train_time:4271210ms step_avg:723.44ms
step:5915/40500 train_loss:1.7150 aux_loss:0.0034 train_time:4271931ms step_avg:723.44ms
step:5916/40500 train_loss:1.7021 aux_loss:0.0030 train_time:4272651ms step_avg:723.44ms
step:5917/40500 train_loss:1.7565 aux_loss:0.0033 train_time:4273370ms step_avg:723.44ms
step:5918/40500 train_loss:1.8305 aux_loss:0.0032 train_time:4274089ms step_avg:723.44ms
step:5919/40500 train_loss:1.7463 aux_loss:0.0031 train_time:4274809ms step_avg:723.44ms
step:5920/40500 train_loss:1.7456 aux_loss:0.0031 train_time:4275529ms step_avg:723.44ms
step:5921/40500 train_loss:1.7056 aux_loss:0.0029 train_time:4276250ms step_avg:723.44ms
step:5922/40500 train_loss:1.8014 aux_loss:0.0031 train_time:4276969ms step_avg:723.44ms
step:5923/40500 train_loss:1.7057 aux_loss:0.0034 train_time:4277690ms step_avg:723.44ms
step:5924/40500 train_loss:1.7236 aux_loss:0.0032 train_time:4278413ms step_avg:723.44ms
step:5925/40500 train_loss:1.7588 aux_loss:0.0030 train_time:4279134ms step_avg:723.44ms
step:5926/40500 train_loss:1.7846 aux_loss:0.0033 train_time:4279854ms step_avg:723.44ms
step:5927/40500 train_loss:1.7457 aux_loss:0.0032 train_time:4280573ms step_avg:723.44ms
step:5928/40500 train_loss:1.7709 aux_loss:0.0032 train_time:4281291ms step_avg:723.44ms
step:5929/40500 train_loss:1.7313 aux_loss:0.0032 train_time:4282013ms step_avg:723.44ms
step:5930/40500 train_loss:1.7978 aux_loss:0.0030 train_time:4282732ms step_avg:723.43ms
step:5931/40500 train_loss:1.7946 aux_loss:0.0032 train_time:4283451ms step_avg:723.43ms
step:5932/40500 train_loss:1.7600 aux_loss:0.0032 train_time:4284168ms step_avg:723.43ms
step:5933/40500 train_loss:1.7335 aux_loss:0.0031 train_time:4284888ms step_avg:723.43ms
step:5934/40500 train_loss:1.8241 aux_loss:0.0034 train_time:4285607ms step_avg:723.43ms
step:5935/40500 train_loss:1.7870 aux_loss:0.0031 train_time:4286326ms step_avg:723.43ms
step:5936/40500 train_loss:1.7007 aux_loss:0.0033 train_time:4287047ms step_avg:723.43ms
step:5937/40500 train_loss:1.7089 aux_loss:0.0033 train_time:4287766ms step_avg:723.43ms
step:5938/40500 train_loss:1.8040 aux_loss:0.0033 train_time:4288488ms step_avg:723.43ms
step:5939/40500 train_loss:1.7406 aux_loss:0.0030 train_time:4289207ms step_avg:723.43ms
step:5940/40500 train_loss:1.7469 aux_loss:0.0032 train_time:4289926ms step_avg:723.43ms
step:5941/40500 train_loss:1.6988 aux_loss:0.0030 train_time:4290645ms step_avg:723.43ms
step:5942/40500 train_loss:1.8149 aux_loss:0.0031 train_time:4291361ms step_avg:723.43ms
step:5943/40500 train_loss:1.7605 aux_loss:0.0032 train_time:4292084ms step_avg:723.43ms
step:5944/40500 train_loss:1.7884 aux_loss:0.0032 train_time:4292804ms step_avg:723.43ms
step:5945/40500 train_loss:1.8212 aux_loss:0.0034 train_time:4293524ms step_avg:723.42ms
step:5946/40500 train_loss:1.7272 aux_loss:0.0034 train_time:4294243ms step_avg:723.42ms
step:5947/40500 train_loss:1.7379 aux_loss:0.0034 train_time:4294965ms step_avg:723.42ms
step:5948/40500 train_loss:1.7757 aux_loss:0.0029 train_time:4295685ms step_avg:723.42ms
step:5949/40500 train_loss:1.7013 aux_loss:0.0031 train_time:4296403ms step_avg:723.42ms
step:5950/40500 train_loss:1.6763 aux_loss:0.0032 train_time:4297123ms step_avg:723.42ms
step:5951/40500 train_loss:1.7691 aux_loss:0.0032 train_time:4297844ms step_avg:723.42ms
step:5952/40500 train_loss:1.7412 aux_loss:0.0031 train_time:4298564ms step_avg:723.42ms
step:5953/40500 train_loss:1.7827 aux_loss:0.0033 train_time:4299282ms step_avg:723.42ms
step:5954/40500 train_loss:1.7016 aux_loss:0.0044 train_time:4300003ms step_avg:723.42ms
step:5955/40500 train_loss:1.7902 aux_loss:0.0032 train_time:4300723ms step_avg:723.42ms
step:5956/40500 train_loss:1.6923 aux_loss:0.0030 train_time:4301443ms step_avg:723.42ms
step:5957/40500 train_loss:1.6940 aux_loss:0.0032 train_time:4302165ms step_avg:723.42ms
step:5958/40500 train_loss:1.7187 aux_loss:0.0033 train_time:4302884ms step_avg:723.42ms
step:5959/40500 train_loss:1.7235 aux_loss:0.0031 train_time:4303605ms step_avg:723.42ms
step:5960/40500 train_loss:1.7724 aux_loss:0.0032 train_time:4304324ms step_avg:723.42ms
step:5961/40500 train_loss:1.8145 aux_loss:0.0032 train_time:4305043ms step_avg:723.42ms
step:5962/40500 train_loss:1.8044 aux_loss:0.0034 train_time:4305764ms step_avg:723.41ms
step:5963/40500 train_loss:1.6953 aux_loss:0.0034 train_time:4306484ms step_avg:723.41ms
step:5964/40500 train_loss:1.7494 aux_loss:0.0033 train_time:4307204ms step_avg:723.41ms
step:5965/40500 train_loss:1.7781 aux_loss:0.0032 train_time:4307923ms step_avg:723.41ms
step:5966/40500 train_loss:1.7782 aux_loss:0.0032 train_time:4308642ms step_avg:723.41ms
step:5967/40500 train_loss:1.7385 aux_loss:0.0032 train_time:4309361ms step_avg:723.41ms
step:5968/40500 train_loss:1.7673 aux_loss:0.0031 train_time:4310082ms step_avg:723.41ms
step:5969/40500 train_loss:1.7382 aux_loss:0.0029 train_time:4310802ms step_avg:723.41ms
step:5970/40500 train_loss:1.7340 aux_loss:0.0030 train_time:4311522ms step_avg:723.41ms
step:5971/40500 train_loss:1.8484 aux_loss:0.0047 train_time:4312243ms step_avg:723.41ms
step:5972/40500 train_loss:1.7676 aux_loss:0.0030 train_time:4312962ms step_avg:723.41ms
step:5973/40500 train_loss:1.7836 aux_loss:0.0030 train_time:4313682ms step_avg:723.41ms
step:5974/40500 train_loss:1.7028 aux_loss:0.0030 train_time:4314401ms step_avg:723.41ms
step:5975/40500 train_loss:1.7646 aux_loss:0.0032 train_time:4315120ms step_avg:723.41ms
step:5976/40500 train_loss:1.7253 aux_loss:0.0033 train_time:4315841ms step_avg:723.41ms
step:5977/40500 train_loss:1.7704 aux_loss:0.0033 train_time:4316560ms step_avg:723.41ms
step:5978/40500 train_loss:1.7959 aux_loss:0.0033 train_time:4317280ms step_avg:723.40ms
step:5979/40500 train_loss:1.7105 aux_loss:0.0032 train_time:4318000ms step_avg:723.40ms
step:5980/40500 train_loss:1.8344 aux_loss:0.0029 train_time:4318720ms step_avg:723.40ms
step:5981/40500 train_loss:1.8230 aux_loss:0.0031 train_time:4319440ms step_avg:723.40ms
step:5982/40500 train_loss:1.7098 aux_loss:0.0031 train_time:4320158ms step_avg:723.40ms
step:5983/40500 train_loss:1.7756 aux_loss:0.0028 train_time:4320879ms step_avg:723.40ms
step:5984/40500 train_loss:1.7452 aux_loss:0.0032 train_time:4321595ms step_avg:723.40ms
step:5985/40500 train_loss:1.7276 aux_loss:0.0032 train_time:4322316ms step_avg:723.40ms
step:5986/40500 train_loss:1.7277 aux_loss:0.0031 train_time:4323038ms step_avg:723.40ms
step:5987/40500 train_loss:1.7470 aux_loss:0.0030 train_time:4323757ms step_avg:723.40ms
step:5988/40500 train_loss:1.7553 aux_loss:0.0034 train_time:4324476ms step_avg:723.40ms
step:5989/40500 train_loss:1.7355 aux_loss:0.0033 train_time:4325198ms step_avg:723.40ms
step:5990/40500 train_loss:1.8014 aux_loss:0.0030 train_time:4325918ms step_avg:723.40ms
step:5991/40500 train_loss:1.7547 aux_loss:0.0032 train_time:4326637ms step_avg:723.40ms
step:5992/40500 train_loss:1.7534 aux_loss:0.0034 train_time:4327359ms step_avg:723.40ms
step:5993/40500 train_loss:1.8235 aux_loss:0.0034 train_time:4328078ms step_avg:723.40ms
step:5994/40500 train_loss:1.7590 aux_loss:0.0031 train_time:4328798ms step_avg:723.40ms
step:5995/40500 train_loss:1.7634 aux_loss:0.0032 train_time:4329516ms step_avg:723.39ms
step:5996/40500 train_loss:1.7792 aux_loss:0.0034 train_time:4330235ms step_avg:723.39ms
step:5997/40500 train_loss:1.7458 aux_loss:0.0032 train_time:4330955ms step_avg:723.39ms
step:5998/40500 train_loss:1.7694 aux_loss:0.0031 train_time:4331675ms step_avg:723.39ms
step:5999/40500 train_loss:1.7484 aux_loss:0.0031 train_time:4332396ms step_avg:723.39ms
step:6000/40500 train_loss:1.6986 aux_loss:0.0035 train_time:4333116ms step_avg:723.39ms
step:6000/40500 val_loss:1.7550 val_aux_loss:0.0032 train_time:4333116ms step_avg:723.39ms
step:6001/40500 train_loss:1.7228 aux_loss:0.0033 train_time:4333840ms step_avg:723.39ms
step:6002/40500 train_loss:1.7808 aux_loss:0.0031 train_time:4334559ms step_avg:723.39ms
step:6003/40500 train_loss:1.7378 aux_loss:0.0033 train_time:4335279ms step_avg:723.39ms
step:6004/40500 train_loss:1.7506 aux_loss:0.0034 train_time:4335999ms step_avg:723.39ms
step:6005/40500 train_loss:1.7404 aux_loss:0.0033 train_time:4336719ms step_avg:723.39ms
step:6006/40500 train_loss:1.7132 aux_loss:0.0031 train_time:4337439ms step_avg:723.39ms
step:6007/40500 train_loss:1.7920 aux_loss:0.0036 train_time:4338158ms step_avg:723.39ms
step:6008/40500 train_loss:1.7590 aux_loss:0.0031 train_time:4338878ms step_avg:723.39ms
step:6009/40500 train_loss:1.7214 aux_loss:0.0032 train_time:4339597ms step_avg:723.39ms
step:6010/40500 train_loss:1.7883 aux_loss:0.0030 train_time:4340318ms step_avg:723.39ms
step:6011/40500 train_loss:1.7735 aux_loss:0.0029 train_time:4341038ms step_avg:723.39ms
step:6012/40500 train_loss:1.7904 aux_loss:0.0031 train_time:4341759ms step_avg:723.39ms
step:6013/40500 train_loss:1.7166 aux_loss:0.0030 train_time:4342478ms step_avg:723.38ms
step:6014/40500 train_loss:1.8006 aux_loss:0.0033 train_time:4343197ms step_avg:723.38ms
step:6015/40500 train_loss:1.7794 aux_loss:0.0030 train_time:4343916ms step_avg:723.38ms
step:6016/40500 train_loss:1.7614 aux_loss:0.0031 train_time:4344635ms step_avg:723.38ms
step:6017/40500 train_loss:1.7138 aux_loss:0.0033 train_time:4345354ms step_avg:723.38ms
step:6018/40500 train_loss:1.7696 aux_loss:0.0035 train_time:4346075ms step_avg:723.38ms
step:6019/40500 train_loss:1.7535 aux_loss:0.0032 train_time:4346796ms step_avg:723.38ms
step:6020/40500 train_loss:1.7979 aux_loss:0.0029 train_time:4347515ms step_avg:723.38ms
step:6021/40500 train_loss:1.7176 aux_loss:0.0029 train_time:4348237ms step_avg:723.38ms
step:6022/40500 train_loss:1.8058 aux_loss:0.0030 train_time:4348956ms step_avg:723.38ms
step:6023/40500 train_loss:1.7795 aux_loss:0.0032 train_time:4349676ms step_avg:723.38ms
step:6024/40500 train_loss:1.6768 aux_loss:0.0034 train_time:4350396ms step_avg:723.38ms
step:6025/40500 train_loss:1.7090 aux_loss:0.0031 train_time:4351115ms step_avg:723.38ms
step:6026/40500 train_loss:1.7323 aux_loss:0.0032 train_time:4351836ms step_avg:723.38ms
step:6027/40500 train_loss:1.7734 aux_loss:0.0031 train_time:4352554ms step_avg:723.38ms
step:6028/40500 train_loss:1.7450 aux_loss:0.0031 train_time:4353273ms step_avg:723.38ms
step:6029/40500 train_loss:1.7567 aux_loss:0.0032 train_time:4353993ms step_avg:723.37ms
step:6030/40500 train_loss:1.6947 aux_loss:0.0031 train_time:4354713ms step_avg:723.37ms
step:6031/40500 train_loss:1.7557 aux_loss:0.0030 train_time:4355434ms step_avg:723.37ms
step:6032/40500 train_loss:1.7795 aux_loss:0.0032 train_time:4356153ms step_avg:723.37ms
step:6033/40500 train_loss:1.7621 aux_loss:0.0034 train_time:4356875ms step_avg:723.37ms
step:6034/40500 train_loss:1.7834 aux_loss:0.0032 train_time:4357594ms step_avg:723.37ms
step:6035/40500 train_loss:1.7793 aux_loss:0.0032 train_time:4358313ms step_avg:723.37ms
step:6036/40500 train_loss:1.7178 aux_loss:0.0032 train_time:4359031ms step_avg:723.37ms
step:6037/40500 train_loss:1.7942 aux_loss:0.0033 train_time:4359752ms step_avg:723.37ms
step:6038/40500 train_loss:1.7521 aux_loss:0.0033 train_time:4360473ms step_avg:723.37ms
step:6039/40500 train_loss:1.7910 aux_loss:0.0031 train_time:4361191ms step_avg:723.37ms
step:6040/40500 train_loss:1.7423 aux_loss:0.0030 train_time:4361913ms step_avg:723.37ms
step:6041/40500 train_loss:1.8010 aux_loss:0.0034 train_time:4362633ms step_avg:723.37ms
step:6042/40500 train_loss:1.7023 aux_loss:0.0031 train_time:4363351ms step_avg:723.37ms
step:6043/40500 train_loss:1.7145 aux_loss:0.0028 train_time:4364071ms step_avg:723.37ms
step:6044/40500 train_loss:1.7236 aux_loss:0.0032 train_time:4364792ms step_avg:723.37ms
step:6045/40500 train_loss:1.7221 aux_loss:0.0034 train_time:4365512ms step_avg:723.37ms
step:6046/40500 train_loss:1.7868 aux_loss:0.0033 train_time:4366231ms step_avg:723.36ms
step:6047/40500 train_loss:1.7648 aux_loss:0.0031 train_time:4366953ms step_avg:723.36ms
step:6048/40500 train_loss:1.7731 aux_loss:0.0032 train_time:4367673ms step_avg:723.36ms
step:6049/40500 train_loss:1.7703 aux_loss:0.0030 train_time:4368390ms step_avg:723.36ms
step:6050/40500 train_loss:1.7842 aux_loss:0.0028 train_time:4369110ms step_avg:723.36ms
step:6051/40500 train_loss:1.7377 aux_loss:0.0030 train_time:4369830ms step_avg:723.36ms
step:6052/40500 train_loss:1.7189 aux_loss:0.0033 train_time:4370551ms step_avg:723.36ms
step:6053/40500 train_loss:1.7411 aux_loss:0.0033 train_time:4371270ms step_avg:723.36ms
step:6054/40500 train_loss:1.7334 aux_loss:0.0033 train_time:4371990ms step_avg:723.36ms
step:6055/40500 train_loss:1.7980 aux_loss:0.0028 train_time:4372711ms step_avg:723.36ms
step:6056/40500 train_loss:1.7620 aux_loss:0.0031 train_time:4373431ms step_avg:723.36ms
step:6057/40500 train_loss:1.7855 aux_loss:0.0036 train_time:4374149ms step_avg:723.36ms
step:6058/40500 train_loss:1.7608 aux_loss:0.0028 train_time:4374866ms step_avg:723.36ms
step:6059/40500 train_loss:1.7826 aux_loss:0.0031 train_time:4375589ms step_avg:723.36ms
step:6060/40500 train_loss:1.8017 aux_loss:0.0033 train_time:4376307ms step_avg:723.36ms
step:6061/40500 train_loss:1.7057 aux_loss:0.0033 train_time:4377025ms step_avg:723.36ms
step:6062/40500 train_loss:1.8180 aux_loss:0.0032 train_time:4377746ms step_avg:723.36ms
step:6063/40500 train_loss:1.7324 aux_loss:0.0031 train_time:4378467ms step_avg:723.35ms
step:6064/40500 train_loss:1.7948 aux_loss:0.0032 train_time:4379187ms step_avg:723.35ms
step:6065/40500 train_loss:1.7428 aux_loss:0.0032 train_time:4379906ms step_avg:723.35ms
step:6066/40500 train_loss:1.7259 aux_loss:0.0030 train_time:4380629ms step_avg:723.35ms
step:6067/40500 train_loss:1.7680 aux_loss:0.0032 train_time:4381346ms step_avg:723.35ms
step:6068/40500 train_loss:1.7547 aux_loss:0.0030 train_time:4382068ms step_avg:723.35ms
step:6069/40500 train_loss:1.7395 aux_loss:0.0031 train_time:4382788ms step_avg:723.35ms
step:6070/40500 train_loss:1.7236 aux_loss:0.0034 train_time:4383507ms step_avg:723.35ms
step:6071/40500 train_loss:1.7382 aux_loss:0.0031 train_time:4384225ms step_avg:723.35ms
step:6072/40500 train_loss:1.7760 aux_loss:0.0032 train_time:4384945ms step_avg:723.35ms
step:6073/40500 train_loss:1.7506 aux_loss:0.0031 train_time:4385666ms step_avg:723.35ms
step:6074/40500 train_loss:1.7366 aux_loss:0.0030 train_time:4386385ms step_avg:723.35ms
step:6075/40500 train_loss:1.7476 aux_loss:0.0031 train_time:4387105ms step_avg:723.35ms
step:6076/40500 train_loss:1.7293 aux_loss:0.0032 train_time:4387824ms step_avg:723.35ms
step:6077/40500 train_loss:1.7853 aux_loss:0.0033 train_time:4388545ms step_avg:723.35ms
step:6078/40500 train_loss:1.7479 aux_loss:0.0031 train_time:4389266ms step_avg:723.35ms
step:6079/40500 train_loss:1.7765 aux_loss:0.0032 train_time:4389983ms step_avg:723.35ms
step:6080/40500 train_loss:1.7339 aux_loss:0.0032 train_time:4390704ms step_avg:723.34ms
step:6081/40500 train_loss:1.7710 aux_loss:0.0031 train_time:4391424ms step_avg:723.34ms
step:6082/40500 train_loss:1.7783 aux_loss:0.0031 train_time:4392145ms step_avg:723.34ms
step:6083/40500 train_loss:1.7397 aux_loss:0.0032 train_time:4392863ms step_avg:723.34ms
step:6084/40500 train_loss:1.7807 aux_loss:0.0031 train_time:4393582ms step_avg:723.34ms
step:6085/40500 train_loss:1.7311 aux_loss:0.0034 train_time:4394302ms step_avg:723.34ms
step:6086/40500 train_loss:1.7760 aux_loss:0.0032 train_time:4395021ms step_avg:723.34ms
step:6087/40500 train_loss:1.7433 aux_loss:0.0037 train_time:4395740ms step_avg:723.34ms
step:6088/40500 train_loss:1.7742 aux_loss:0.0034 train_time:4396460ms step_avg:723.34ms
step:6089/40500 train_loss:1.7466 aux_loss:0.0032 train_time:4397181ms step_avg:723.34ms
step:6090/40500 train_loss:1.7990 aux_loss:0.0030 train_time:4397902ms step_avg:723.34ms
step:6091/40500 train_loss:1.7232 aux_loss:0.0031 train_time:4398621ms step_avg:723.34ms
step:6092/40500 train_loss:1.8330 aux_loss:0.0031 train_time:4399341ms step_avg:723.34ms
step:6093/40500 train_loss:1.7575 aux_loss:0.0033 train_time:4400061ms step_avg:723.34ms
step:6094/40500 train_loss:1.7000 aux_loss:0.0031 train_time:4400780ms step_avg:723.34ms
step:6095/40500 train_loss:1.7968 aux_loss:0.0032 train_time:4401500ms step_avg:723.34ms
step:6096/40500 train_loss:1.7488 aux_loss:0.0033 train_time:4402220ms step_avg:723.34ms
step:6097/40500 train_loss:1.7704 aux_loss:0.0033 train_time:4402940ms step_avg:723.34ms
step:6098/40500 train_loss:1.7720 aux_loss:0.0034 train_time:4403660ms step_avg:723.33ms
step:6099/40500 train_loss:1.7570 aux_loss:0.0031 train_time:4404380ms step_avg:723.33ms
step:6100/40500 train_loss:1.7031 aux_loss:0.0030 train_time:4405100ms step_avg:723.33ms
step:6101/40500 train_loss:1.7558 aux_loss:0.0034 train_time:4405819ms step_avg:723.33ms
step:6102/40500 train_loss:1.7607 aux_loss:0.0033 train_time:4406539ms step_avg:723.33ms
step:6103/40500 train_loss:1.7810 aux_loss:0.0032 train_time:4407260ms step_avg:723.33ms
step:6104/40500 train_loss:1.6977 aux_loss:0.0030 train_time:4407979ms step_avg:723.33ms
step:6105/40500 train_loss:1.7317 aux_loss:0.0031 train_time:4408699ms step_avg:723.33ms
step:6106/40500 train_loss:1.8420 aux_loss:0.0030 train_time:4409418ms step_avg:723.33ms
step:6107/40500 train_loss:1.7694 aux_loss:0.0034 train_time:4410137ms step_avg:723.33ms
step:6108/40500 train_loss:1.7450 aux_loss:0.0034 train_time:4410856ms step_avg:723.33ms
step:6109/40500 train_loss:1.7501 aux_loss:0.0033 train_time:4411576ms step_avg:723.33ms
step:6110/40500 train_loss:1.7809 aux_loss:0.0031 train_time:4412297ms step_avg:723.33ms
step:6111/40500 train_loss:1.7018 aux_loss:0.0034 train_time:4413015ms step_avg:723.33ms
step:6112/40500 train_loss:1.7026 aux_loss:0.0032 train_time:4413738ms step_avg:723.33ms
step:6113/40500 train_loss:1.7298 aux_loss:0.0033 train_time:4414459ms step_avg:723.33ms
step:6114/40500 train_loss:1.7551 aux_loss:0.0032 train_time:4415178ms step_avg:723.33ms
step:6115/40500 train_loss:1.7425 aux_loss:0.0035 train_time:4415898ms step_avg:723.32ms
step:6116/40500 train_loss:1.7386 aux_loss:0.0034 train_time:4416617ms step_avg:723.32ms
step:6117/40500 train_loss:1.7858 aux_loss:0.0031 train_time:4417336ms step_avg:723.32ms
step:6118/40500 train_loss:1.8109 aux_loss:0.0030 train_time:4418056ms step_avg:723.32ms
step:6119/40500 train_loss:1.8083 aux_loss:0.0032 train_time:4418776ms step_avg:723.32ms
step:6120/40500 train_loss:1.7872 aux_loss:0.0031 train_time:4419495ms step_avg:723.32ms
step:6121/40500 train_loss:1.7670 aux_loss:0.0030 train_time:4420215ms step_avg:723.32ms
step:6122/40500 train_loss:1.8436 aux_loss:0.0034 train_time:4420935ms step_avg:723.32ms
step:6123/40500 train_loss:1.8132 aux_loss:0.0030 train_time:4421655ms step_avg:723.32ms
step:6124/40500 train_loss:1.7753 aux_loss:0.0030 train_time:4422375ms step_avg:723.32ms
step:6125/40500 train_loss:1.7799 aux_loss:0.0031 train_time:4423095ms step_avg:723.32ms
step:6126/40500 train_loss:1.7087 aux_loss:0.0032 train_time:4423816ms step_avg:723.32ms
step:6127/40500 train_loss:1.7825 aux_loss:0.0029 train_time:4424533ms step_avg:723.32ms
step:6128/40500 train_loss:1.8178 aux_loss:0.0031 train_time:4425254ms step_avg:723.32ms
step:6129/40500 train_loss:1.7164 aux_loss:0.0033 train_time:4425974ms step_avg:723.32ms
step:6130/40500 train_loss:1.7409 aux_loss:0.0033 train_time:4426692ms step_avg:723.32ms
step:6131/40500 train_loss:1.7530 aux_loss:0.0031 train_time:4427413ms step_avg:723.32ms
step:6132/40500 train_loss:1.7590 aux_loss:0.0032 train_time:4428132ms step_avg:723.31ms
step:6133/40500 train_loss:1.7582 aux_loss:0.0031 train_time:4428851ms step_avg:723.31ms
step:6134/40500 train_loss:1.6762 aux_loss:0.0031 train_time:4429572ms step_avg:723.31ms
step:6135/40500 train_loss:1.7346 aux_loss:0.0031 train_time:4430293ms step_avg:723.31ms
step:6136/40500 train_loss:1.7358 aux_loss:0.0033 train_time:4431012ms step_avg:723.31ms
step:6137/40500 train_loss:1.7482 aux_loss:0.0033 train_time:4431732ms step_avg:723.31ms
step:6138/40500 train_loss:1.7041 aux_loss:0.0032 train_time:4432452ms step_avg:723.31ms
step:6139/40500 train_loss:1.7309 aux_loss:0.0034 train_time:4433172ms step_avg:723.31ms
step:6140/40500 train_loss:1.7521 aux_loss:0.0032 train_time:4433891ms step_avg:723.31ms
step:6141/40500 train_loss:1.7022 aux_loss:0.0030 train_time:4434611ms step_avg:723.31ms
step:6142/40500 train_loss:1.7445 aux_loss:0.0032 train_time:4435330ms step_avg:723.31ms
step:6143/40500 train_loss:1.7846 aux_loss:0.0034 train_time:4436050ms step_avg:723.31ms
step:6144/40500 train_loss:1.7095 aux_loss:0.0033 train_time:4436770ms step_avg:723.31ms
step:6145/40500 train_loss:1.7257 aux_loss:0.0031 train_time:4437491ms step_avg:723.31ms
step:6146/40500 train_loss:1.7607 aux_loss:0.0032 train_time:4438211ms step_avg:723.31ms
step:6147/40500 train_loss:1.7957 aux_loss:0.0032 train_time:4438930ms step_avg:723.31ms
step:6148/40500 train_loss:1.7013 aux_loss:0.0035 train_time:4439649ms step_avg:723.31ms
step:6149/40500 train_loss:1.8056 aux_loss:0.0034 train_time:4440370ms step_avg:723.31ms
step:6150/40500 train_loss:1.7748 aux_loss:0.0032 train_time:4441089ms step_avg:723.30ms
step:6151/40500 train_loss:1.7605 aux_loss:0.0030 train_time:4441809ms step_avg:723.30ms
step:6152/40500 train_loss:1.8032 aux_loss:0.0030 train_time:4442531ms step_avg:723.30ms
step:6153/40500 train_loss:1.7473 aux_loss:0.0029 train_time:4443250ms step_avg:723.30ms
step:6154/40500 train_loss:1.7220 aux_loss:0.0030 train_time:4443969ms step_avg:723.30ms
step:6155/40500 train_loss:1.7208 aux_loss:0.0030 train_time:4444690ms step_avg:723.30ms
step:6156/40500 train_loss:1.7756 aux_loss:0.0031 train_time:4445411ms step_avg:723.30ms
step:6157/40500 train_loss:1.7203 aux_loss:0.0031 train_time:4446131ms step_avg:723.30ms
step:6158/40500 train_loss:1.6792 aux_loss:0.0032 train_time:4446849ms step_avg:723.30ms
step:6159/40500 train_loss:1.7566 aux_loss:0.0033 train_time:4447570ms step_avg:723.30ms
step:6160/40500 train_loss:1.7555 aux_loss:0.0033 train_time:4448291ms step_avg:723.30ms
step:6161/40500 train_loss:1.8177 aux_loss:0.0030 train_time:4449010ms step_avg:723.30ms
step:6162/40500 train_loss:1.7739 aux_loss:0.0031 train_time:4449729ms step_avg:723.30ms
step:6163/40500 train_loss:1.7655 aux_loss:0.0034 train_time:4450446ms step_avg:723.30ms
step:6164/40500 train_loss:1.7354 aux_loss:0.0029 train_time:4451166ms step_avg:723.30ms
step:6165/40500 train_loss:1.8268 aux_loss:0.0031 train_time:4451886ms step_avg:723.30ms
step:6166/40500 train_loss:1.7279 aux_loss:0.0030 train_time:4452605ms step_avg:723.30ms
step:6167/40500 train_loss:1.7276 aux_loss:0.0032 train_time:4453325ms step_avg:723.29ms
step:6168/40500 train_loss:1.7550 aux_loss:0.0031 train_time:4454047ms step_avg:723.29ms
step:6169/40500 train_loss:1.7497 aux_loss:0.0031 train_time:4454766ms step_avg:723.29ms
step:6170/40500 train_loss:1.7693 aux_loss:0.0029 train_time:4455486ms step_avg:723.29ms
step:6171/40500 train_loss:1.7662 aux_loss:0.0031 train_time:4456207ms step_avg:723.29ms
step:6172/40500 train_loss:1.7796 aux_loss:0.0032 train_time:4456925ms step_avg:723.29ms
step:6173/40500 train_loss:1.7582 aux_loss:0.0029 train_time:4457645ms step_avg:723.29ms
step:6174/40500 train_loss:1.7192 aux_loss:0.0031 train_time:4458365ms step_avg:723.29ms
step:6175/40500 train_loss:1.7294 aux_loss:0.0030 train_time:4459084ms step_avg:723.29ms
step:6176/40500 train_loss:1.7728 aux_loss:0.0030 train_time:4459805ms step_avg:723.29ms
step:6177/40500 train_loss:1.7862 aux_loss:0.0032 train_time:4460524ms step_avg:723.29ms
step:6178/40500 train_loss:1.7455 aux_loss:0.0030 train_time:4461243ms step_avg:723.29ms
step:6179/40500 train_loss:1.7477 aux_loss:0.0032 train_time:4461964ms step_avg:723.29ms
step:6180/40500 train_loss:1.7690 aux_loss:0.0035 train_time:4462685ms step_avg:723.29ms
step:6181/40500 train_loss:1.7410 aux_loss:0.0035 train_time:4463403ms step_avg:723.29ms
step:6182/40500 train_loss:1.7340 aux_loss:0.0031 train_time:4464124ms step_avg:723.29ms
step:6183/40500 train_loss:1.7288 aux_loss:0.0030 train_time:4464843ms step_avg:723.29ms
step:6184/40500 train_loss:1.7986 aux_loss:0.0032 train_time:4465562ms step_avg:723.29ms
step:6185/40500 train_loss:1.7618 aux_loss:0.0031 train_time:4466283ms step_avg:723.28ms
step:6186/40500 train_loss:1.7231 aux_loss:0.0033 train_time:4467002ms step_avg:723.28ms
step:6187/40500 train_loss:1.7753 aux_loss:0.0030 train_time:4467723ms step_avg:723.28ms
step:6188/40500 train_loss:1.7562 aux_loss:0.0034 train_time:4468441ms step_avg:723.28ms
step:6189/40500 train_loss:1.6879 aux_loss:0.0034 train_time:4469162ms step_avg:723.28ms
step:6190/40500 train_loss:1.7726 aux_loss:0.0028 train_time:4469881ms step_avg:723.28ms
step:6191/40500 train_loss:1.7718 aux_loss:0.0028 train_time:4470600ms step_avg:723.28ms
step:6192/40500 train_loss:1.7840 aux_loss:0.0031 train_time:4471322ms step_avg:723.28ms
step:6193/40500 train_loss:1.7578 aux_loss:0.0032 train_time:4472041ms step_avg:723.28ms
step:6194/40500 train_loss:1.7687 aux_loss:0.0031 train_time:4472761ms step_avg:723.28ms
step:6195/40500 train_loss:1.7765 aux_loss:0.0032 train_time:4473480ms step_avg:723.28ms
step:6196/40500 train_loss:1.7245 aux_loss:0.0032 train_time:4474200ms step_avg:723.28ms
step:6197/40500 train_loss:1.8263 aux_loss:0.0031 train_time:4474919ms step_avg:723.28ms
step:6198/40500 train_loss:1.7498 aux_loss:0.0031 train_time:4475641ms step_avg:723.28ms
step:6199/40500 train_loss:1.7476 aux_loss:0.0031 train_time:4476360ms step_avg:723.28ms
step:6200/40500 train_loss:1.7208 aux_loss:0.0030 train_time:4477080ms step_avg:723.28ms
step:6201/40500 train_loss:1.7712 aux_loss:0.0033 train_time:4477801ms step_avg:723.28ms
step:6202/40500 train_loss:1.7022 aux_loss:0.0033 train_time:4478519ms step_avg:723.28ms
step:6203/40500 train_loss:1.7590 aux_loss:0.0031 train_time:4479240ms step_avg:723.27ms
step:6204/40500 train_loss:1.7947 aux_loss:0.0028 train_time:4479959ms step_avg:723.27ms
step:6205/40500 train_loss:1.7784 aux_loss:0.0031 train_time:4480678ms step_avg:723.27ms
step:6206/40500 train_loss:1.8179 aux_loss:0.0033 train_time:4481399ms step_avg:723.27ms
step:6207/40500 train_loss:1.7487 aux_loss:0.0033 train_time:4482119ms step_avg:723.27ms
step:6208/40500 train_loss:1.7727 aux_loss:0.0032 train_time:4482839ms step_avg:723.27ms
step:6209/40500 train_loss:1.6791 aux_loss:0.0032 train_time:4483558ms step_avg:723.27ms
step:6210/40500 train_loss:1.7487 aux_loss:0.0030 train_time:4484277ms step_avg:723.27ms
step:6211/40500 train_loss:1.7601 aux_loss:0.0032 train_time:4485001ms step_avg:723.27ms
step:6212/40500 train_loss:1.7823 aux_loss:0.0031 train_time:4485720ms step_avg:723.27ms
step:6213/40500 train_loss:1.7395 aux_loss:0.0033 train_time:4486441ms step_avg:723.27ms
step:6214/40500 train_loss:1.7489 aux_loss:0.0030 train_time:4487161ms step_avg:723.27ms
step:6215/40500 train_loss:1.7678 aux_loss:0.0031 train_time:4487880ms step_avg:723.27ms
step:6216/40500 train_loss:1.7320 aux_loss:0.0033 train_time:4488601ms step_avg:723.27ms
step:6217/40500 train_loss:1.7805 aux_loss:0.0032 train_time:4489323ms step_avg:723.27ms
step:6218/40500 train_loss:1.7883 aux_loss:0.0034 train_time:4490043ms step_avg:723.27ms
step:6219/40500 train_loss:1.7685 aux_loss:0.0031 train_time:4490762ms step_avg:723.27ms
step:6220/40500 train_loss:1.7789 aux_loss:0.0031 train_time:4491482ms step_avg:723.27ms
step:6221/40500 train_loss:1.7360 aux_loss:0.0030 train_time:4492205ms step_avg:723.27ms
step:6222/40500 train_loss:1.7406 aux_loss:0.0032 train_time:4492925ms step_avg:723.27ms
step:6223/40500 train_loss:1.7245 aux_loss:0.0031 train_time:4493646ms step_avg:723.27ms
step:6224/40500 train_loss:1.7060 aux_loss:0.0032 train_time:4494367ms step_avg:723.26ms
step:6225/40500 train_loss:1.7629 aux_loss:0.0032 train_time:4495090ms step_avg:723.26ms
step:6226/40500 train_loss:1.8126 aux_loss:0.0031 train_time:4495810ms step_avg:723.26ms
step:6227/40500 train_loss:1.8084 aux_loss:0.0029 train_time:4496531ms step_avg:723.26ms
step:6228/40500 train_loss:1.7348 aux_loss:0.0037 train_time:4497252ms step_avg:723.26ms
step:6229/40500 train_loss:1.7746 aux_loss:0.0036 train_time:4497971ms step_avg:723.26ms
step:6230/40500 train_loss:1.7554 aux_loss:0.0031 train_time:4498693ms step_avg:723.26ms
step:6231/40500 train_loss:1.7601 aux_loss:0.0031 train_time:4499414ms step_avg:723.26ms
step:6232/40500 train_loss:1.7764 aux_loss:0.0030 train_time:4500133ms step_avg:723.26ms
step:6233/40500 train_loss:1.7638 aux_loss:0.0030 train_time:4500854ms step_avg:723.26ms
step:6234/40500 train_loss:1.7596 aux_loss:0.0033 train_time:4501574ms step_avg:723.26ms
step:6235/40500 train_loss:1.6804 aux_loss:0.0029 train_time:4502293ms step_avg:723.26ms
step:6236/40500 train_loss:1.7501 aux_loss:0.0029 train_time:4503012ms step_avg:723.26ms
step:6237/40500 train_loss:1.7744 aux_loss:0.0033 train_time:4503732ms step_avg:723.26ms
step:6238/40500 train_loss:1.8022 aux_loss:0.0031 train_time:4504451ms step_avg:723.26ms
step:6239/40500 train_loss:1.7467 aux_loss:0.0030 train_time:4505170ms step_avg:723.26ms
step:6240/40500 train_loss:1.7427 aux_loss:0.0032 train_time:4505891ms step_avg:723.26ms
step:6241/40500 train_loss:1.6947 aux_loss:0.0031 train_time:4506611ms step_avg:723.26ms
step:6242/40500 train_loss:1.7667 aux_loss:0.0031 train_time:4507330ms step_avg:723.26ms
step:6243/40500 train_loss:1.7076 aux_loss:0.0030 train_time:4508051ms step_avg:723.26ms
step:6244/40500 train_loss:1.7596 aux_loss:0.0032 train_time:4508771ms step_avg:723.25ms
step:6245/40500 train_loss:1.7356 aux_loss:0.0031 train_time:4509490ms step_avg:723.25ms
step:6246/40500 train_loss:1.6638 aux_loss:0.0030 train_time:4510210ms step_avg:723.25ms
step:6247/40500 train_loss:1.7788 aux_loss:0.0032 train_time:4510930ms step_avg:723.25ms
step:6248/40500 train_loss:1.7010 aux_loss:0.0032 train_time:4511650ms step_avg:723.25ms
step:6249/40500 train_loss:1.8092 aux_loss:0.0032 train_time:4512372ms step_avg:723.25ms
step:6250/40500 train_loss:1.7710 aux_loss:0.0032 train_time:4513090ms step_avg:723.25ms
step:6251/40500 train_loss:1.7634 aux_loss:0.0031 train_time:4513808ms step_avg:723.25ms
step:6252/40500 train_loss:1.6972 aux_loss:0.0035 train_time:4514528ms step_avg:723.25ms
step:6253/40500 train_loss:1.7601 aux_loss:0.0037 train_time:4515248ms step_avg:723.25ms
step:6254/40500 train_loss:1.7591 aux_loss:0.0032 train_time:4515969ms step_avg:723.25ms
step:6255/40500 train_loss:1.7847 aux_loss:0.0032 train_time:4516688ms step_avg:723.25ms
step:6256/40500 train_loss:1.7461 aux_loss:0.0037 train_time:4517407ms step_avg:723.25ms
step:6257/40500 train_loss:1.6839 aux_loss:0.0031 train_time:4518127ms step_avg:723.25ms
step:6258/40500 train_loss:1.7219 aux_loss:0.0031 train_time:4518847ms step_avg:723.25ms
step:6259/40500 train_loss:1.7807 aux_loss:0.0035 train_time:4519566ms step_avg:723.25ms
step:6260/40500 train_loss:1.7766 aux_loss:0.0034 train_time:4520286ms step_avg:723.25ms
step:6261/40500 train_loss:1.7789 aux_loss:0.0032 train_time:4521008ms step_avg:723.25ms
step:6262/40500 train_loss:1.7361 aux_loss:0.0032 train_time:4521727ms step_avg:723.24ms
step:6263/40500 train_loss:1.7625 aux_loss:0.0031 train_time:4522447ms step_avg:723.24ms
step:6264/40500 train_loss:1.7726 aux_loss:0.0029 train_time:4523167ms step_avg:723.24ms
step:6265/40500 train_loss:1.7248 aux_loss:0.0030 train_time:4523887ms step_avg:723.24ms
step:6266/40500 train_loss:1.7838 aux_loss:0.0031 train_time:4524607ms step_avg:723.24ms
step:6267/40500 train_loss:1.6867 aux_loss:0.0032 train_time:4525327ms step_avg:723.24ms
step:6268/40500 train_loss:1.7330 aux_loss:0.0031 train_time:4526047ms step_avg:723.24ms
step:6269/40500 train_loss:1.7164 aux_loss:0.0032 train_time:4526767ms step_avg:723.24ms
step:6270/40500 train_loss:1.7064 aux_loss:0.0033 train_time:4527486ms step_avg:723.24ms
step:6271/40500 train_loss:1.7362 aux_loss:0.0031 train_time:4528206ms step_avg:723.24ms
step:6272/40500 train_loss:1.7241 aux_loss:0.0032 train_time:4528925ms step_avg:723.24ms
step:6273/40500 train_loss:1.7376 aux_loss:0.0031 train_time:4529643ms step_avg:723.24ms
step:6274/40500 train_loss:1.7664 aux_loss:0.0030 train_time:4530365ms step_avg:723.24ms
step:6275/40500 train_loss:1.7347 aux_loss:0.0029 train_time:4531085ms step_avg:723.24ms
step:6276/40500 train_loss:1.7256 aux_loss:0.0032 train_time:4531804ms step_avg:723.24ms
step:6277/40500 train_loss:1.7202 aux_loss:0.0033 train_time:4532524ms step_avg:723.24ms
step:6278/40500 train_loss:1.7323 aux_loss:0.0031 train_time:4533244ms step_avg:723.24ms
step:6279/40500 train_loss:1.6826 aux_loss:0.0031 train_time:4533966ms step_avg:723.24ms
step:6280/40500 train_loss:1.8374 aux_loss:0.0033 train_time:4534685ms step_avg:723.24ms
step:6281/40500 train_loss:1.7611 aux_loss:0.0031 train_time:4535408ms step_avg:723.24ms
step:6282/40500 train_loss:1.7391 aux_loss:0.0029 train_time:4536129ms step_avg:723.23ms
step:6283/40500 train_loss:1.7981 aux_loss:0.0029 train_time:4536849ms step_avg:723.23ms
step:6284/40500 train_loss:1.7852 aux_loss:0.0032 train_time:4537571ms step_avg:723.23ms
step:6285/40500 train_loss:1.7810 aux_loss:0.0030 train_time:4538291ms step_avg:723.23ms
step:6286/40500 train_loss:1.7290 aux_loss:0.0029 train_time:4539011ms step_avg:723.23ms
step:6287/40500 train_loss:1.7052 aux_loss:0.0030 train_time:4539735ms step_avg:723.23ms
step:6288/40500 train_loss:1.7403 aux_loss:0.0032 train_time:4540458ms step_avg:723.23ms
step:6289/40500 train_loss:1.7565 aux_loss:0.0035 train_time:4541180ms step_avg:723.23ms
step:6290/40500 train_loss:1.7257 aux_loss:0.0032 train_time:4541900ms step_avg:723.23ms
step:6291/40500 train_loss:1.7275 aux_loss:0.0032 train_time:4542620ms step_avg:723.23ms
step:6292/40500 train_loss:1.7807 aux_loss:0.0030 train_time:4543341ms step_avg:723.23ms
step:6293/40500 train_loss:1.7077 aux_loss:0.0031 train_time:4544060ms step_avg:723.23ms
step:6294/40500 train_loss:1.7305 aux_loss:0.0035 train_time:4544779ms step_avg:723.23ms
step:6295/40500 train_loss:1.7293 aux_loss:0.0034 train_time:4545499ms step_avg:723.23ms
step:6296/40500 train_loss:1.6917 aux_loss:0.0030 train_time:4546220ms step_avg:723.23ms
step:6297/40500 train_loss:1.7795 aux_loss:0.0028 train_time:4546940ms step_avg:723.23ms
step:6298/40500 train_loss:1.7217 aux_loss:0.0031 train_time:4547659ms step_avg:723.23ms
step:6299/40500 train_loss:1.7110 aux_loss:0.0033 train_time:4548378ms step_avg:723.23ms
step:6300/40500 train_loss:1.7359 aux_loss:0.0031 train_time:4549099ms step_avg:723.23ms
step:6301/40500 train_loss:1.7369 aux_loss:0.0032 train_time:4549818ms step_avg:723.23ms
step:6302/40500 train_loss:1.7046 aux_loss:0.0031 train_time:4550537ms step_avg:723.23ms
step:6303/40500 train_loss:1.7697 aux_loss:0.0033 train_time:4551258ms step_avg:723.23ms
step:6304/40500 train_loss:1.7243 aux_loss:0.0031 train_time:4551977ms step_avg:723.22ms
step:6305/40500 train_loss:1.7415 aux_loss:0.0029 train_time:4552698ms step_avg:723.22ms
step:6306/40500 train_loss:1.7388 aux_loss:0.0031 train_time:4553418ms step_avg:723.22ms
step:6307/40500 train_loss:1.8446 aux_loss:0.0032 train_time:4554138ms step_avg:723.22ms
step:6308/40500 train_loss:1.7409 aux_loss:0.0029 train_time:4554858ms step_avg:723.22ms
step:6309/40500 train_loss:1.7233 aux_loss:0.0031 train_time:4555575ms step_avg:723.22ms
step:6310/40500 train_loss:1.7553 aux_loss:0.0034 train_time:4556296ms step_avg:723.22ms
step:6311/40500 train_loss:1.7259 aux_loss:0.0030 train_time:4557016ms step_avg:723.22ms
step:6312/40500 train_loss:1.6678 aux_loss:0.0030 train_time:4557736ms step_avg:723.22ms
step:6313/40500 train_loss:1.7582 aux_loss:0.0031 train_time:4558458ms step_avg:723.22ms
step:6314/40500 train_loss:1.7279 aux_loss:0.0032 train_time:4559176ms step_avg:723.22ms
step:6315/40500 train_loss:1.7288 aux_loss:0.0032 train_time:4559896ms step_avg:723.22ms
step:6316/40500 train_loss:1.7462 aux_loss:0.0030 train_time:4560618ms step_avg:723.22ms
step:6317/40500 train_loss:1.7474 aux_loss:0.0036 train_time:4561336ms step_avg:723.22ms
step:6318/40500 train_loss:1.7696 aux_loss:0.0031 train_time:4562056ms step_avg:723.22ms
step:6319/40500 train_loss:1.7454 aux_loss:0.0031 train_time:4562778ms step_avg:723.22ms
step:6320/40500 train_loss:1.6974 aux_loss:0.0033 train_time:4563497ms step_avg:723.22ms
step:6321/40500 train_loss:1.7256 aux_loss:0.0033 train_time:4564217ms step_avg:723.22ms
step:6322/40500 train_loss:1.7062 aux_loss:0.0030 train_time:4564935ms step_avg:723.22ms
step:6323/40500 train_loss:1.7051 aux_loss:0.0032 train_time:4565654ms step_avg:723.21ms
step:6324/40500 train_loss:1.7485 aux_loss:0.0033 train_time:4566373ms step_avg:723.21ms
step:6325/40500 train_loss:1.7597 aux_loss:0.0031 train_time:4567094ms step_avg:723.21ms
step:6326/40500 train_loss:1.7345 aux_loss:0.0032 train_time:4567814ms step_avg:723.21ms
step:6327/40500 train_loss:1.7301 aux_loss:0.0034 train_time:4568533ms step_avg:723.21ms
step:6328/40500 train_loss:1.7612 aux_loss:0.0031 train_time:4569252ms step_avg:723.21ms
step:6329/40500 train_loss:1.7074 aux_loss:0.0032 train_time:4569974ms step_avg:723.21ms
step:6330/40500 train_loss:1.7631 aux_loss:0.0032 train_time:4570693ms step_avg:723.21ms
step:6331/40500 train_loss:1.7655 aux_loss:0.0029 train_time:4571413ms step_avg:723.21ms
step:6332/40500 train_loss:1.6734 aux_loss:0.0030 train_time:4572133ms step_avg:723.21ms
step:6333/40500 train_loss:1.7503 aux_loss:0.0034 train_time:4572853ms step_avg:723.21ms
step:6334/40500 train_loss:1.6940 aux_loss:0.0033 train_time:4573573ms step_avg:723.21ms
step:6335/40500 train_loss:1.7746 aux_loss:0.0029 train_time:4574292ms step_avg:723.21ms
step:6336/40500 train_loss:1.7594 aux_loss:0.0029 train_time:4575011ms step_avg:723.21ms
step:6337/40500 train_loss:1.7689 aux_loss:0.0031 train_time:4575731ms step_avg:723.21ms
step:6338/40500 train_loss:1.7783 aux_loss:0.0030 train_time:4576450ms step_avg:723.21ms
step:6339/40500 train_loss:1.7164 aux_loss:0.0031 train_time:4577170ms step_avg:723.21ms
step:6340/40500 train_loss:1.7142 aux_loss:0.0033 train_time:4577890ms step_avg:723.21ms
step:6341/40500 train_loss:1.7184 aux_loss:0.0032 train_time:4578610ms step_avg:723.20ms
step:6342/40500 train_loss:1.7484 aux_loss:0.0032 train_time:4579328ms step_avg:723.20ms
step:6343/40500 train_loss:1.8294 aux_loss:0.0033 train_time:4580049ms step_avg:723.20ms
step:6344/40500 train_loss:1.7393 aux_loss:0.0034 train_time:4580767ms step_avg:723.20ms
step:6345/40500 train_loss:1.7742 aux_loss:0.0033 train_time:4581487ms step_avg:723.20ms
step:6346/40500 train_loss:1.7320 aux_loss:0.0033 train_time:4582207ms step_avg:723.20ms
step:6347/40500 train_loss:1.7364 aux_loss:0.0031 train_time:4582928ms step_avg:723.20ms
step:6348/40500 train_loss:1.7521 aux_loss:0.0031 train_time:4583651ms step_avg:723.20ms
step:6349/40500 train_loss:1.7153 aux_loss:0.0029 train_time:4584369ms step_avg:723.20ms
step:6350/40500 train_loss:1.7548 aux_loss:0.0028 train_time:4585089ms step_avg:723.20ms
step:6351/40500 train_loss:1.8035 aux_loss:0.0030 train_time:4585809ms step_avg:723.20ms
step:6352/40500 train_loss:1.7691 aux_loss:0.0031 train_time:4586529ms step_avg:723.20ms
step:6353/40500 train_loss:1.7436 aux_loss:0.0030 train_time:4587249ms step_avg:723.20ms
step:6354/40500 train_loss:1.7744 aux_loss:0.0031 train_time:4587967ms step_avg:723.20ms
step:6355/40500 train_loss:1.7647 aux_loss:0.0032 train_time:4588688ms step_avg:723.20ms
step:6356/40500 train_loss:1.6989 aux_loss:0.0032 train_time:4589407ms step_avg:723.20ms
step:6357/40500 train_loss:1.6987 aux_loss:0.0031 train_time:4590127ms step_avg:723.20ms
step:6358/40500 train_loss:1.7878 aux_loss:0.0031 train_time:4590848ms step_avg:723.20ms
step:6359/40500 train_loss:1.7774 aux_loss:0.0031 train_time:4591567ms step_avg:723.20ms
step:6360/40500 train_loss:1.7099 aux_loss:0.0031 train_time:4592288ms step_avg:723.19ms
step:6361/40500 train_loss:1.7859 aux_loss:0.0031 train_time:4593006ms step_avg:723.19ms
step:6362/40500 train_loss:1.7639 aux_loss:0.0032 train_time:4593722ms step_avg:723.19ms
step:6363/40500 train_loss:1.7980 aux_loss:0.0032 train_time:4594446ms step_avg:723.19ms
step:6364/40500 train_loss:1.7463 aux_loss:0.0031 train_time:4595168ms step_avg:723.19ms
step:6365/40500 train_loss:1.7410 aux_loss:0.0033 train_time:4595887ms step_avg:723.19ms
step:6366/40500 train_loss:1.7086 aux_loss:0.0030 train_time:4596608ms step_avg:723.19ms
step:6367/40500 train_loss:1.7588 aux_loss:0.0030 train_time:4597328ms step_avg:723.19ms
step:6368/40500 train_loss:1.7464 aux_loss:0.0033 train_time:4598048ms step_avg:723.19ms
step:6369/40500 train_loss:1.7337 aux_loss:0.0031 train_time:4598769ms step_avg:723.19ms
step:6370/40500 train_loss:1.7394 aux_loss:0.0030 train_time:4599489ms step_avg:723.19ms
step:6371/40500 train_loss:1.7808 aux_loss:0.0029 train_time:4600210ms step_avg:723.19ms
step:6372/40500 train_loss:1.7798 aux_loss:0.0032 train_time:4600930ms step_avg:723.19ms
step:6373/40500 train_loss:1.6965 aux_loss:0.0030 train_time:4601650ms step_avg:723.19ms
step:6374/40500 train_loss:1.7187 aux_loss:0.0030 train_time:4602371ms step_avg:723.19ms
step:6375/40500 train_loss:1.7412 aux_loss:0.0031 train_time:4603091ms step_avg:723.19ms
step:6376/40500 train_loss:1.7397 aux_loss:0.0032 train_time:4603811ms step_avg:723.19ms
step:6377/40500 train_loss:1.7414 aux_loss:0.0030 train_time:4604534ms step_avg:723.19ms
step:6378/40500 train_loss:1.7066 aux_loss:0.0030 train_time:4605255ms step_avg:723.19ms
step:6379/40500 train_loss:1.7364 aux_loss:0.0031 train_time:4605973ms step_avg:723.19ms
step:6380/40500 train_loss:1.7406 aux_loss:0.0032 train_time:4606695ms step_avg:723.19ms
step:6381/40500 train_loss:1.8131 aux_loss:0.0032 train_time:4607417ms step_avg:723.19ms
step:6382/40500 train_loss:1.7359 aux_loss:0.0030 train_time:4608137ms step_avg:723.19ms
step:6383/40500 train_loss:1.7228 aux_loss:0.0029 train_time:4608858ms step_avg:723.19ms
step:6384/40500 train_loss:1.7644 aux_loss:0.0032 train_time:4609582ms step_avg:723.19ms
step:6385/40500 train_loss:1.8056 aux_loss:0.0031 train_time:4610302ms step_avg:723.18ms
step:6386/40500 train_loss:1.7356 aux_loss:0.0030 train_time:4611023ms step_avg:723.18ms
step:6387/40500 train_loss:1.7072 aux_loss:0.0029 train_time:4611744ms step_avg:723.18ms
step:6388/40500 train_loss:1.7585 aux_loss:0.0031 train_time:4612465ms step_avg:723.18ms
step:6389/40500 train_loss:1.6724 aux_loss:0.0031 train_time:4613184ms step_avg:723.18ms
step:6390/40500 train_loss:1.7775 aux_loss:0.0030 train_time:4613903ms step_avg:723.18ms
step:6391/40500 train_loss:1.7549 aux_loss:0.0034 train_time:4614623ms step_avg:723.18ms
step:6392/40500 train_loss:1.7497 aux_loss:0.0037 train_time:4615342ms step_avg:723.18ms
step:6393/40500 train_loss:1.7514 aux_loss:0.0029 train_time:4616060ms step_avg:723.18ms
step:6394/40500 train_loss:1.7438 aux_loss:0.0032 train_time:4616781ms step_avg:723.18ms
step:6395/40500 train_loss:1.7760 aux_loss:0.0030 train_time:4617502ms step_avg:723.18ms
step:6396/40500 train_loss:1.6959 aux_loss:0.0031 train_time:4618219ms step_avg:723.18ms
step:6397/40500 train_loss:1.7303 aux_loss:0.0035 train_time:4618940ms step_avg:723.18ms
step:6398/40500 train_loss:1.7371 aux_loss:0.0032 train_time:4619660ms step_avg:723.18ms
step:6399/40500 train_loss:1.8135 aux_loss:0.0029 train_time:4620379ms step_avg:723.18ms
step:6400/40500 train_loss:1.6770 aux_loss:0.0031 train_time:4621098ms step_avg:723.18ms
step:6401/40500 train_loss:1.7719 aux_loss:0.0032 train_time:4621819ms step_avg:723.18ms
step:6402/40500 train_loss:1.6855 aux_loss:0.0030 train_time:4622538ms step_avg:723.18ms
step:6403/40500 train_loss:1.7609 aux_loss:0.0032 train_time:4623258ms step_avg:723.18ms
step:6404/40500 train_loss:1.7423 aux_loss:0.0031 train_time:4623979ms step_avg:723.17ms
step:6405/40500 train_loss:1.7249 aux_loss:0.0030 train_time:4624699ms step_avg:723.17ms
step:6406/40500 train_loss:1.8115 aux_loss:0.0031 train_time:4625419ms step_avg:723.17ms
step:6407/40500 train_loss:1.7064 aux_loss:0.0032 train_time:4626138ms step_avg:723.17ms
step:6408/40500 train_loss:1.6822 aux_loss:0.0031 train_time:4626858ms step_avg:723.17ms
step:6409/40500 train_loss:1.7133 aux_loss:0.0027 train_time:4627577ms step_avg:723.17ms
step:6410/40500 train_loss:1.6913 aux_loss:0.0031 train_time:4628297ms step_avg:723.17ms
step:6411/40500 train_loss:1.7383 aux_loss:0.0032 train_time:4629016ms step_avg:723.17ms
step:6412/40500 train_loss:1.7495 aux_loss:0.0030 train_time:4629736ms step_avg:723.17ms
step:6413/40500 train_loss:1.6886 aux_loss:0.0029 train_time:4630456ms step_avg:723.17ms
step:6414/40500 train_loss:1.7719 aux_loss:0.0032 train_time:4631176ms step_avg:723.17ms
step:6415/40500 train_loss:1.7097 aux_loss:0.0032 train_time:4631897ms step_avg:723.17ms
step:6416/40500 train_loss:1.6616 aux_loss:0.0030 train_time:4632616ms step_avg:723.17ms
step:6417/40500 train_loss:1.7221 aux_loss:0.0031 train_time:4633334ms step_avg:723.17ms
step:6418/40500 train_loss:1.7788 aux_loss:0.0030 train_time:4634054ms step_avg:723.17ms
step:6419/40500 train_loss:1.6801 aux_loss:0.0035 train_time:4634775ms step_avg:723.17ms
step:6420/40500 train_loss:1.7388 aux_loss:0.0031 train_time:4635495ms step_avg:723.17ms
step:6421/40500 train_loss:1.7474 aux_loss:0.0032 train_time:4636214ms step_avg:723.17ms
step:6422/40500 train_loss:1.7105 aux_loss:0.0031 train_time:4636935ms step_avg:723.17ms
step:6423/40500 train_loss:1.7813 aux_loss:0.0033 train_time:4637654ms step_avg:723.16ms
step:6424/40500 train_loss:1.7439 aux_loss:0.0031 train_time:4638373ms step_avg:723.16ms
step:6425/40500 train_loss:1.7583 aux_loss:0.0030 train_time:4639093ms step_avg:723.16ms
step:6426/40500 train_loss:1.7527 aux_loss:0.0029 train_time:4639813ms step_avg:723.16ms
step:6427/40500 train_loss:1.7633 aux_loss:0.0032 train_time:4640532ms step_avg:723.16ms
step:6428/40500 train_loss:1.7714 aux_loss:0.0033 train_time:4641252ms step_avg:723.16ms
step:6429/40500 train_loss:1.7278 aux_loss:0.0032 train_time:4641972ms step_avg:723.16ms
step:6430/40500 train_loss:1.7327 aux_loss:0.0034 train_time:4642692ms step_avg:723.16ms
step:6431/40500 train_loss:1.7955 aux_loss:0.0033 train_time:4643412ms step_avg:723.16ms
step:6432/40500 train_loss:1.6710 aux_loss:0.0030 train_time:4644132ms step_avg:723.16ms
step:6433/40500 train_loss:1.7848 aux_loss:0.0028 train_time:4644851ms step_avg:723.16ms
step:6434/40500 train_loss:1.7568 aux_loss:0.0031 train_time:4645571ms step_avg:723.16ms
step:6435/40500 train_loss:1.6870 aux_loss:0.0033 train_time:4646292ms step_avg:723.16ms
step:6436/40500 train_loss:1.7144 aux_loss:0.0031 train_time:4647013ms step_avg:723.16ms
step:6437/40500 train_loss:1.7873 aux_loss:0.0033 train_time:4647734ms step_avg:723.16ms
step:6438/40500 train_loss:1.6897 aux_loss:0.0032 train_time:4648452ms step_avg:723.16ms
step:6439/40500 train_loss:1.7373 aux_loss:0.0030 train_time:4649170ms step_avg:723.16ms
step:6440/40500 train_loss:1.7240 aux_loss:0.0031 train_time:4649891ms step_avg:723.16ms
step:6441/40500 train_loss:1.7119 aux_loss:0.0037 train_time:4650610ms step_avg:723.16ms
step:6442/40500 train_loss:1.7242 aux_loss:0.0033 train_time:4651330ms step_avg:723.15ms
step:6443/40500 train_loss:1.7366 aux_loss:0.0032 train_time:4652051ms step_avg:723.15ms
step:6444/40500 train_loss:1.7304 aux_loss:0.0029 train_time:4652770ms step_avg:723.15ms
step:6445/40500 train_loss:1.7818 aux_loss:0.0029 train_time:4653488ms step_avg:723.15ms
step:6446/40500 train_loss:1.7501 aux_loss:0.0030 train_time:4654208ms step_avg:723.15ms
step:6447/40500 train_loss:1.7976 aux_loss:0.0032 train_time:4654930ms step_avg:723.15ms
step:6448/40500 train_loss:1.7000 aux_loss:0.0032 train_time:4655650ms step_avg:723.15ms
step:6449/40500 train_loss:1.7637 aux_loss:0.0033 train_time:4656369ms step_avg:723.15ms
step:6450/40500 train_loss:1.7351 aux_loss:0.0033 train_time:4657090ms step_avg:723.15ms
step:6451/40500 train_loss:1.7795 aux_loss:0.0033 train_time:4657809ms step_avg:723.15ms
step:6452/40500 train_loss:1.7035 aux_loss:0.0030 train_time:4658527ms step_avg:723.15ms
step:6453/40500 train_loss:1.7350 aux_loss:0.0029 train_time:4659246ms step_avg:723.15ms
step:6454/40500 train_loss:1.7272 aux_loss:0.0033 train_time:4659966ms step_avg:723.15ms
step:6455/40500 train_loss:1.7553 aux_loss:0.0033 train_time:4660686ms step_avg:723.15ms
step:6456/40500 train_loss:1.7934 aux_loss:0.0032 train_time:4661406ms step_avg:723.15ms
step:6457/40500 train_loss:1.7479 aux_loss:0.0031 train_time:4662127ms step_avg:723.15ms
step:6458/40500 train_loss:1.6499 aux_loss:0.0033 train_time:4662847ms step_avg:723.15ms
step:6459/40500 train_loss:1.7286 aux_loss:0.0032 train_time:4663567ms step_avg:723.15ms
step:6460/40500 train_loss:1.7592 aux_loss:0.0031 train_time:4664287ms step_avg:723.15ms
step:6461/40500 train_loss:1.7164 aux_loss:0.0033 train_time:4665006ms step_avg:723.14ms
step:6462/40500 train_loss:1.7224 aux_loss:0.0037 train_time:4665726ms step_avg:723.14ms
step:6463/40500 train_loss:1.7520 aux_loss:0.0034 train_time:4666446ms step_avg:723.14ms
step:6464/40500 train_loss:1.7115 aux_loss:0.0032 train_time:4667169ms step_avg:723.14ms
step:6465/40500 train_loss:1.8041 aux_loss:0.0030 train_time:4667888ms step_avg:723.14ms
step:6466/40500 train_loss:1.6964 aux_loss:0.0030 train_time:4668605ms step_avg:723.14ms
step:6467/40500 train_loss:1.7893 aux_loss:0.0032 train_time:4669323ms step_avg:723.14ms
step:6468/40500 train_loss:1.7482 aux_loss:0.0030 train_time:4670043ms step_avg:723.14ms
step:6469/40500 train_loss:1.7723 aux_loss:0.0028 train_time:4670763ms step_avg:723.14ms
step:6470/40500 train_loss:1.8025 aux_loss:0.0030 train_time:4671483ms step_avg:723.14ms
step:6471/40500 train_loss:1.7521 aux_loss:0.0030 train_time:4672203ms step_avg:723.14ms
step:6472/40500 train_loss:1.7782 aux_loss:0.0029 train_time:4672925ms step_avg:723.14ms
step:6473/40500 train_loss:1.7368 aux_loss:0.0031 train_time:4673643ms step_avg:723.14ms
step:6474/40500 train_loss:1.7133 aux_loss:0.0033 train_time:4674363ms step_avg:723.14ms
step:6475/40500 train_loss:1.7183 aux_loss:0.0030 train_time:4675083ms step_avg:723.14ms
step:6476/40500 train_loss:1.7690 aux_loss:0.0040 train_time:4675803ms step_avg:723.14ms
step:6477/40500 train_loss:1.7487 aux_loss:0.0032 train_time:4676523ms step_avg:723.14ms
step:6478/40500 train_loss:1.7742 aux_loss:0.0032 train_time:4677243ms step_avg:723.14ms
step:6479/40500 train_loss:1.7872 aux_loss:0.0030 train_time:4677963ms step_avg:723.14ms
step:6480/40500 train_loss:1.7300 aux_loss:0.0031 train_time:4678684ms step_avg:723.14ms
step:6481/40500 train_loss:1.7643 aux_loss:0.0032 train_time:4679403ms step_avg:723.13ms
step:6482/40500 train_loss:1.7534 aux_loss:0.0029 train_time:4680122ms step_avg:723.13ms
step:6483/40500 train_loss:1.7141 aux_loss:0.0032 train_time:4680842ms step_avg:723.13ms
step:6484/40500 train_loss:1.7502 aux_loss:0.0032 train_time:4681562ms step_avg:723.13ms
step:6485/40500 train_loss:1.7172 aux_loss:0.0032 train_time:4682283ms step_avg:723.13ms
step:6486/40500 train_loss:1.7839 aux_loss:0.0031 train_time:4683002ms step_avg:723.13ms
step:6487/40500 train_loss:1.7424 aux_loss:0.0031 train_time:4683722ms step_avg:723.13ms
step:6488/40500 train_loss:1.7358 aux_loss:0.0031 train_time:4684439ms step_avg:723.13ms
step:6489/40500 train_loss:1.6954 aux_loss:0.0031 train_time:4685160ms step_avg:723.13ms
step:6490/40500 train_loss:1.7258 aux_loss:0.0032 train_time:4685880ms step_avg:723.13ms
step:6491/40500 train_loss:1.7519 aux_loss:0.0032 train_time:4686600ms step_avg:723.13ms
step:6492/40500 train_loss:1.7556 aux_loss:0.0032 train_time:4687320ms step_avg:723.13ms
step:6493/40500 train_loss:1.7117 aux_loss:0.0030 train_time:4688040ms step_avg:723.13ms
step:6494/40500 train_loss:1.7846 aux_loss:0.0031 train_time:4688756ms step_avg:723.13ms
step:6495/40500 train_loss:1.7040 aux_loss:0.0031 train_time:4689478ms step_avg:723.13ms
step:6496/40500 train_loss:1.7485 aux_loss:0.0032 train_time:4690200ms step_avg:723.13ms
step:6497/40500 train_loss:1.7596 aux_loss:0.0034 train_time:4690921ms step_avg:723.13ms
step:6498/40500 train_loss:1.7542 aux_loss:0.0032 train_time:4691640ms step_avg:723.13ms
step:6499/40500 train_loss:1.7196 aux_loss:0.0032 train_time:4692363ms step_avg:723.13ms
step:6500/40500 train_loss:1.6837 aux_loss:0.0030 train_time:4693084ms step_avg:723.13ms
step:6501/40500 train_loss:1.7293 aux_loss:0.0036 train_time:4693800ms step_avg:723.12ms
step:6502/40500 train_loss:1.7173 aux_loss:0.0031 train_time:4694521ms step_avg:723.12ms
step:6503/40500 train_loss:1.7973 aux_loss:0.0030 train_time:4695241ms step_avg:723.12ms
step:6504/40500 train_loss:1.7129 aux_loss:0.0030 train_time:4695959ms step_avg:723.12ms
step:6505/40500 train_loss:1.7847 aux_loss:0.0029 train_time:4696678ms step_avg:723.12ms
step:6506/40500 train_loss:1.7278 aux_loss:0.0029 train_time:4697398ms step_avg:723.12ms
step:6507/40500 train_loss:1.7279 aux_loss:0.0030 train_time:4698118ms step_avg:723.12ms
step:6508/40500 train_loss:1.7309 aux_loss:0.0033 train_time:4698838ms step_avg:723.12ms
step:6509/40500 train_loss:1.7051 aux_loss:0.0032 train_time:4699557ms step_avg:723.12ms
step:6510/40500 train_loss:1.7652 aux_loss:0.0032 train_time:4700276ms step_avg:723.12ms
step:6511/40500 train_loss:1.7586 aux_loss:0.0032 train_time:4700994ms step_avg:723.12ms
step:6512/40500 train_loss:1.7226 aux_loss:0.0032 train_time:4701716ms step_avg:723.12ms
step:6513/40500 train_loss:1.7276 aux_loss:0.0031 train_time:4702436ms step_avg:723.12ms
step:6514/40500 train_loss:1.7280 aux_loss:0.0031 train_time:4703157ms step_avg:723.12ms
step:6515/40500 train_loss:1.7457 aux_loss:0.0031 train_time:4703876ms step_avg:723.12ms
step:6516/40500 train_loss:1.7239 aux_loss:0.0031 train_time:4704595ms step_avg:723.12ms
step:6517/40500 train_loss:1.7557 aux_loss:0.0030 train_time:4705315ms step_avg:723.12ms
step:6518/40500 train_loss:1.7294 aux_loss:0.0030 train_time:4706037ms step_avg:723.12ms
step:6519/40500 train_loss:1.7306 aux_loss:0.0033 train_time:4706756ms step_avg:723.12ms
step:6520/40500 train_loss:1.7119 aux_loss:0.0032 train_time:4707476ms step_avg:723.11ms
step:6521/40500 train_loss:1.8380 aux_loss:0.0029 train_time:4708196ms step_avg:723.11ms
step:6522/40500 train_loss:1.7547 aux_loss:0.0028 train_time:4708915ms step_avg:723.11ms
step:6523/40500 train_loss:1.7283 aux_loss:0.0031 train_time:4709633ms step_avg:723.11ms
step:6524/40500 train_loss:1.7469 aux_loss:0.0032 train_time:4710352ms step_avg:723.11ms
step:6525/40500 train_loss:1.7889 aux_loss:0.0030 train_time:4711073ms step_avg:723.11ms
step:6526/40500 train_loss:1.7252 aux_loss:0.0032 train_time:4711793ms step_avg:723.11ms
step:6527/40500 train_loss:1.7992 aux_loss:0.0033 train_time:4712512ms step_avg:723.11ms
step:6528/40500 train_loss:1.7786 aux_loss:0.0031 train_time:4713233ms step_avg:723.11ms
step:6529/40500 train_loss:1.7612 aux_loss:0.0030 train_time:4713953ms step_avg:723.11ms
step:6530/40500 train_loss:1.8157 aux_loss:0.0031 train_time:4714671ms step_avg:723.11ms
step:6531/40500 train_loss:1.7726 aux_loss:0.0031 train_time:4715392ms step_avg:723.11ms
step:6532/40500 train_loss:1.8303 aux_loss:0.0032 train_time:4716112ms step_avg:723.11ms
step:6533/40500 train_loss:1.7721 aux_loss:0.0032 train_time:4716831ms step_avg:723.11ms
step:6534/40500 train_loss:1.7576 aux_loss:0.0032 train_time:4717551ms step_avg:723.11ms
step:6535/40500 train_loss:1.6791 aux_loss:0.0029 train_time:4718273ms step_avg:723.11ms
step:6536/40500 train_loss:1.7581 aux_loss:0.0030 train_time:4718992ms step_avg:723.11ms
step:6537/40500 train_loss:1.8196 aux_loss:0.0029 train_time:4719711ms step_avg:723.11ms
step:6538/40500 train_loss:1.7558 aux_loss:0.0029 train_time:4720431ms step_avg:723.11ms
step:6539/40500 train_loss:1.7327 aux_loss:0.0032 train_time:4721150ms step_avg:723.10ms
step:6540/40500 train_loss:1.7054 aux_loss:0.0032 train_time:4721870ms step_avg:723.10ms
step:6541/40500 train_loss:1.7531 aux_loss:0.0031 train_time:4722591ms step_avg:723.10ms
step:6542/40500 train_loss:1.7504 aux_loss:0.0031 train_time:4723311ms step_avg:723.10ms
step:6543/40500 train_loss:1.7646 aux_loss:0.0033 train_time:4724030ms step_avg:723.10ms
step:6544/40500 train_loss:1.6701 aux_loss:0.0032 train_time:4724751ms step_avg:723.10ms
step:6545/40500 train_loss:1.6883 aux_loss:0.0031 train_time:4725471ms step_avg:723.10ms
step:6546/40500 train_loss:1.7601 aux_loss:0.0033 train_time:4726190ms step_avg:723.10ms
step:6547/40500 train_loss:1.7126 aux_loss:0.0033 train_time:4726910ms step_avg:723.10ms
step:6548/40500 train_loss:1.7210 aux_loss:0.0030 train_time:4727631ms step_avg:723.10ms
step:6549/40500 train_loss:1.7293 aux_loss:0.0031 train_time:4728350ms step_avg:723.10ms
step:6550/40500 train_loss:1.7593 aux_loss:0.0030 train_time:4729068ms step_avg:723.10ms
step:6551/40500 train_loss:1.7537 aux_loss:0.0031 train_time:4729787ms step_avg:723.10ms
step:6552/40500 train_loss:1.7747 aux_loss:0.0032 train_time:4730507ms step_avg:723.10ms
step:6553/40500 train_loss:1.7647 aux_loss:0.0033 train_time:4731228ms step_avg:723.10ms
step:6554/40500 train_loss:1.7145 aux_loss:0.0030 train_time:4731947ms step_avg:723.10ms
step:6555/40500 train_loss:1.7156 aux_loss:0.0033 train_time:4732669ms step_avg:723.10ms
step:6556/40500 train_loss:1.6533 aux_loss:0.0032 train_time:4733390ms step_avg:723.10ms
step:6557/40500 train_loss:1.7494 aux_loss:0.0029 train_time:4734108ms step_avg:723.10ms
step:6558/40500 train_loss:1.7280 aux_loss:0.0029 train_time:4734828ms step_avg:723.10ms
step:6559/40500 train_loss:1.7068 aux_loss:0.0031 train_time:4735546ms step_avg:723.09ms
step:6560/40500 train_loss:1.6782 aux_loss:0.0031 train_time:4736266ms step_avg:723.09ms
step:6561/40500 train_loss:1.7387 aux_loss:0.0030 train_time:4736986ms step_avg:723.09ms
step:6562/40500 train_loss:1.7712 aux_loss:0.0030 train_time:4737706ms step_avg:723.09ms
step:6563/40500 train_loss:1.7395 aux_loss:0.0030 train_time:4738425ms step_avg:723.09ms
step:6564/40500 train_loss:1.7187 aux_loss:0.0031 train_time:4739148ms step_avg:723.09ms
step:6565/40500 train_loss:1.7199 aux_loss:0.0032 train_time:4739869ms step_avg:723.09ms
step:6566/40500 train_loss:1.7606 aux_loss:0.0032 train_time:4740592ms step_avg:723.09ms
step:6567/40500 train_loss:1.7136 aux_loss:0.0029 train_time:4741313ms step_avg:723.09ms
step:6568/40500 train_loss:1.7671 aux_loss:0.0031 train_time:4742033ms step_avg:723.09ms
step:6569/40500 train_loss:1.6788 aux_loss:0.0032 train_time:4742754ms step_avg:723.09ms
step:6570/40500 train_loss:1.6917 aux_loss:0.0030 train_time:4743477ms step_avg:723.09ms
step:6571/40500 train_loss:1.7816 aux_loss:0.0029 train_time:4744200ms step_avg:723.09ms
step:6572/40500 train_loss:1.6709 aux_loss:0.0035 train_time:4744921ms step_avg:723.09ms
step:6573/40500 train_loss:1.7232 aux_loss:0.0032 train_time:4745641ms step_avg:723.09ms
step:6574/40500 train_loss:1.7514 aux_loss:0.0030 train_time:4746362ms step_avg:723.09ms
step:6575/40500 train_loss:1.7177 aux_loss:0.0035 train_time:4747084ms step_avg:723.09ms
step:6576/40500 train_loss:1.7724 aux_loss:0.0033 train_time:4747803ms step_avg:723.09ms
step:6577/40500 train_loss:1.7916 aux_loss:0.0031 train_time:4748524ms step_avg:723.09ms
step:6578/40500 train_loss:1.7395 aux_loss:0.0032 train_time:4749243ms step_avg:723.09ms
step:6579/40500 train_loss:1.6705 aux_loss:0.0033 train_time:4749962ms step_avg:723.09ms
step:6580/40500 train_loss:1.7197 aux_loss:0.0031 train_time:4750684ms step_avg:723.09ms
step:6581/40500 train_loss:1.7360 aux_loss:0.0031 train_time:4751403ms step_avg:723.09ms
step:6582/40500 train_loss:1.7034 aux_loss:0.0031 train_time:4752123ms step_avg:723.09ms
step:6583/40500 train_loss:1.7138 aux_loss:0.0032 train_time:4752843ms step_avg:723.09ms
step:6584/40500 train_loss:1.7944 aux_loss:0.0030 train_time:4753563ms step_avg:723.09ms
step:6585/40500 train_loss:1.7436 aux_loss:0.0031 train_time:4754284ms step_avg:723.09ms
step:6586/40500 train_loss:1.7790 aux_loss:0.0033 train_time:4755002ms step_avg:723.08ms
step:6587/40500 train_loss:1.7691 aux_loss:0.0032 train_time:4755721ms step_avg:723.08ms
step:6588/40500 train_loss:1.7353 aux_loss:0.0029 train_time:4756441ms step_avg:723.08ms
step:6589/40500 train_loss:1.7621 aux_loss:0.0029 train_time:4757160ms step_avg:723.08ms
step:6590/40500 train_loss:1.7526 aux_loss:0.0032 train_time:4757882ms step_avg:723.08ms
step:6591/40500 train_loss:1.7473 aux_loss:0.0031 train_time:4758601ms step_avg:723.08ms
step:6592/40500 train_loss:1.7245 aux_loss:0.0033 train_time:4759321ms step_avg:723.08ms
step:6593/40500 train_loss:1.7179 aux_loss:0.0031 train_time:4760039ms step_avg:723.08ms
step:6594/40500 train_loss:1.6882 aux_loss:0.0032 train_time:4760759ms step_avg:723.08ms
step:6595/40500 train_loss:1.7433 aux_loss:0.0031 train_time:4761479ms step_avg:723.08ms
step:6596/40500 train_loss:1.7738 aux_loss:0.0032 train_time:4762200ms step_avg:723.08ms
step:6597/40500 train_loss:1.7248 aux_loss:0.0028 train_time:4762920ms step_avg:723.08ms
step:6598/40500 train_loss:1.7180 aux_loss:0.0029 train_time:4763640ms step_avg:723.08ms
step:6599/40500 train_loss:1.7970 aux_loss:0.0031 train_time:4764359ms step_avg:723.08ms
step:6600/40500 train_loss:1.8039 aux_loss:0.0031 train_time:4765078ms step_avg:723.08ms
step:6601/40500 train_loss:1.7389 aux_loss:0.0032 train_time:4765798ms step_avg:723.08ms
step:6602/40500 train_loss:1.6943 aux_loss:0.0032 train_time:4766518ms step_avg:723.08ms
step:6603/40500 train_loss:1.7341 aux_loss:0.0032 train_time:4767239ms step_avg:723.08ms
step:6604/40500 train_loss:1.7381 aux_loss:0.0032 train_time:4767959ms step_avg:723.08ms
step:6605/40500 train_loss:1.7578 aux_loss:0.0032 train_time:4768679ms step_avg:723.07ms
step:6606/40500 train_loss:1.8002 aux_loss:0.0032 train_time:4769399ms step_avg:723.07ms
step:6607/40500 train_loss:1.7344 aux_loss:0.0032 train_time:4770120ms step_avg:723.07ms
step:6608/40500 train_loss:1.7148 aux_loss:0.0032 train_time:4770842ms step_avg:723.07ms
step:6609/40500 train_loss:1.7176 aux_loss:0.0030 train_time:4771562ms step_avg:723.07ms
step:6610/40500 train_loss:1.7521 aux_loss:0.0030 train_time:4772284ms step_avg:723.07ms
step:6611/40500 train_loss:1.7872 aux_loss:0.0030 train_time:4773006ms step_avg:723.07ms
step:6612/40500 train_loss:1.7148 aux_loss:0.0032 train_time:4773726ms step_avg:723.07ms
step:6613/40500 train_loss:1.7625 aux_loss:0.0032 train_time:4774448ms step_avg:723.07ms
step:6614/40500 train_loss:1.7399 aux_loss:0.0031 train_time:4775169ms step_avg:723.07ms
step:6615/40500 train_loss:1.7462 aux_loss:0.0032 train_time:4775891ms step_avg:723.07ms
step:6616/40500 train_loss:1.7299 aux_loss:0.0031 train_time:4776612ms step_avg:723.07ms
step:6617/40500 train_loss:1.8308 aux_loss:0.0031 train_time:4777334ms step_avg:723.07ms
step:6618/40500 train_loss:1.6989 aux_loss:0.0029 train_time:4778054ms step_avg:723.07ms
step:6619/40500 train_loss:1.7511 aux_loss:0.0032 train_time:4778774ms step_avg:723.07ms
step:6620/40500 train_loss:1.7080 aux_loss:0.0033 train_time:4779494ms step_avg:723.07ms
step:6621/40500 train_loss:1.7404 aux_loss:0.0032 train_time:4780215ms step_avg:723.07ms
step:6622/40500 train_loss:1.7613 aux_loss:0.0030 train_time:4780934ms step_avg:723.07ms
step:6623/40500 train_loss:1.7728 aux_loss:0.0032 train_time:4781654ms step_avg:723.07ms
step:6624/40500 train_loss:1.7988 aux_loss:0.0031 train_time:4782374ms step_avg:723.07ms
step:6625/40500 train_loss:1.7540 aux_loss:0.0029 train_time:4783093ms step_avg:723.07ms
step:6626/40500 train_loss:1.7350 aux_loss:0.0032 train_time:4783813ms step_avg:723.07ms
step:6627/40500 train_loss:1.7360 aux_loss:0.0030 train_time:4784532ms step_avg:723.07ms
step:6628/40500 train_loss:1.7612 aux_loss:0.0032 train_time:4785252ms step_avg:723.07ms
step:6629/40500 train_loss:1.7318 aux_loss:0.0034 train_time:4785973ms step_avg:723.07ms
step:6630/40500 train_loss:1.7242 aux_loss:0.0034 train_time:4786695ms step_avg:723.07ms
step:6631/40500 train_loss:1.6887 aux_loss:0.0030 train_time:4787414ms step_avg:723.07ms
step:6632/40500 train_loss:1.7647 aux_loss:0.0031 train_time:4788132ms step_avg:723.06ms
step:6633/40500 train_loss:1.7332 aux_loss:0.0034 train_time:4788852ms step_avg:723.06ms
step:6634/40500 train_loss:1.7773 aux_loss:0.0032 train_time:4789572ms step_avg:723.06ms
step:6635/40500 train_loss:1.7313 aux_loss:0.0032 train_time:4790291ms step_avg:723.06ms
step:6636/40500 train_loss:1.8167 aux_loss:0.0031 train_time:4791011ms step_avg:723.06ms
step:6637/40500 train_loss:1.7345 aux_loss:0.0029 train_time:4791731ms step_avg:723.06ms
step:6638/40500 train_loss:1.7335 aux_loss:0.0030 train_time:4792452ms step_avg:723.06ms
step:6639/40500 train_loss:1.7528 aux_loss:0.0031 train_time:4793173ms step_avg:723.06ms
step:6640/40500 train_loss:1.7310 aux_loss:0.0030 train_time:4793891ms step_avg:723.06ms
step:6641/40500 train_loss:1.7233 aux_loss:0.0030 train_time:4794611ms step_avg:723.06ms
step:6642/40500 train_loss:1.7497 aux_loss:0.0030 train_time:4795331ms step_avg:723.06ms
step:6643/40500 train_loss:1.7720 aux_loss:0.0030 train_time:4796049ms step_avg:723.06ms
step:6644/40500 train_loss:1.7460 aux_loss:0.0032 train_time:4796769ms step_avg:723.06ms
step:6645/40500 train_loss:1.7963 aux_loss:0.0035 train_time:4797489ms step_avg:723.06ms
step:6646/40500 train_loss:1.7517 aux_loss:0.0031 train_time:4798209ms step_avg:723.06ms
step:6647/40500 train_loss:1.6616 aux_loss:0.0032 train_time:4798928ms step_avg:723.06ms
step:6648/40500 train_loss:1.7485 aux_loss:0.0030 train_time:4799647ms step_avg:723.06ms
step:6649/40500 train_loss:1.8458 aux_loss:0.0035 train_time:4800368ms step_avg:723.06ms
step:6650/40500 train_loss:1.7674 aux_loss:0.0033 train_time:4801088ms step_avg:723.06ms
step:6651/40500 train_loss:1.6849 aux_loss:0.0031 train_time:4801810ms step_avg:723.06ms
step:6652/40500 train_loss:1.7156 aux_loss:0.0029 train_time:4802530ms step_avg:723.05ms
step:6653/40500 train_loss:1.7668 aux_loss:0.0032 train_time:4803247ms step_avg:723.05ms
step:6654/40500 train_loss:1.7424 aux_loss:0.0033 train_time:4803967ms step_avg:723.05ms
step:6655/40500 train_loss:1.6874 aux_loss:0.0029 train_time:4804687ms step_avg:723.05ms
step:6656/40500 train_loss:1.7558 aux_loss:0.0029 train_time:4805408ms step_avg:723.05ms
step:6657/40500 train_loss:1.7776 aux_loss:0.0033 train_time:4806127ms step_avg:723.05ms
step:6658/40500 train_loss:1.7631 aux_loss:0.0031 train_time:4806848ms step_avg:723.05ms
step:6659/40500 train_loss:1.6792 aux_loss:0.0032 train_time:4807569ms step_avg:723.05ms
step:6660/40500 train_loss:1.7435 aux_loss:0.0032 train_time:4808286ms step_avg:723.05ms
step:6661/40500 train_loss:1.7928 aux_loss:0.0029 train_time:4809005ms step_avg:723.05ms
step:6662/40500 train_loss:1.7004 aux_loss:0.0042 train_time:4809725ms step_avg:723.05ms
step:6663/40500 train_loss:1.7152 aux_loss:0.0032 train_time:4810445ms step_avg:723.05ms
step:6664/40500 train_loss:1.7114 aux_loss:0.0031 train_time:4811164ms step_avg:723.05ms
step:6665/40500 train_loss:1.7697 aux_loss:0.0031 train_time:4811886ms step_avg:723.05ms
step:6666/40500 train_loss:1.6954 aux_loss:0.0031 train_time:4812607ms step_avg:723.05ms
step:6667/40500 train_loss:1.7830 aux_loss:0.0034 train_time:4813325ms step_avg:723.05ms
step:6668/40500 train_loss:1.7935 aux_loss:0.0031 train_time:4814045ms step_avg:723.05ms
step:6669/40500 train_loss:1.7115 aux_loss:0.0031 train_time:4814765ms step_avg:723.05ms
step:6670/40500 train_loss:1.7426 aux_loss:0.0033 train_time:4815485ms step_avg:723.05ms
step:6671/40500 train_loss:1.7288 aux_loss:0.0031 train_time:4816204ms step_avg:723.05ms
step:6672/40500 train_loss:1.7482 aux_loss:0.0031 train_time:4816926ms step_avg:723.05ms
step:6673/40500 train_loss:1.7284 aux_loss:0.0031 train_time:4817646ms step_avg:723.04ms
step:6674/40500 train_loss:1.7386 aux_loss:0.0034 train_time:4818364ms step_avg:723.04ms
step:6675/40500 train_loss:1.7280 aux_loss:0.0033 train_time:4819082ms step_avg:723.04ms
step:6676/40500 train_loss:1.6912 aux_loss:0.0033 train_time:4819801ms step_avg:723.04ms
step:6677/40500 train_loss:1.7481 aux_loss:0.0031 train_time:4820522ms step_avg:723.04ms
step:6678/40500 train_loss:1.7790 aux_loss:0.0035 train_time:4821242ms step_avg:723.04ms
step:6679/40500 train_loss:1.7489 aux_loss:0.0031 train_time:4821963ms step_avg:723.04ms
step:6680/40500 train_loss:1.7325 aux_loss:0.0031 train_time:4822682ms step_avg:723.04ms
step:6681/40500 train_loss:1.7144 aux_loss:0.0030 train_time:4823402ms step_avg:723.04ms
step:6682/40500 train_loss:1.6973 aux_loss:0.0032 train_time:4824121ms step_avg:723.04ms
step:6683/40500 train_loss:1.7913 aux_loss:0.0031 train_time:4824840ms step_avg:723.04ms
step:6684/40500 train_loss:1.6744 aux_loss:0.0029 train_time:4825560ms step_avg:723.04ms
step:6685/40500 train_loss:1.8061 aux_loss:0.0030 train_time:4826279ms step_avg:723.04ms
step:6686/40500 train_loss:1.7341 aux_loss:0.0033 train_time:4827001ms step_avg:723.04ms
step:6687/40500 train_loss:1.7698 aux_loss:0.0032 train_time:4827720ms step_avg:723.04ms
step:6688/40500 train_loss:1.6983 aux_loss:0.0030 train_time:4828439ms step_avg:723.04ms
step:6689/40500 train_loss:1.6985 aux_loss:0.0030 train_time:4829158ms step_avg:723.04ms
step:6690/40500 train_loss:1.7605 aux_loss:0.0031 train_time:4829878ms step_avg:723.04ms
step:6691/40500 train_loss:1.7589 aux_loss:0.0028 train_time:4830599ms step_avg:723.04ms
step:6692/40500 train_loss:1.7793 aux_loss:0.0029 train_time:4831319ms step_avg:723.03ms
step:6693/40500 train_loss:1.7575 aux_loss:0.0031 train_time:4832041ms step_avg:723.03ms
step:6694/40500 train_loss:1.7115 aux_loss:0.0030 train_time:4832761ms step_avg:723.03ms
step:6695/40500 train_loss:1.7429 aux_loss:0.0032 train_time:4833479ms step_avg:723.03ms
step:6696/40500 train_loss:1.7269 aux_loss:0.0032 train_time:4834199ms step_avg:723.03ms
step:6697/40500 train_loss:1.7397 aux_loss:0.0028 train_time:4834919ms step_avg:723.03ms
step:6698/40500 train_loss:1.6963 aux_loss:0.0031 train_time:4835641ms step_avg:723.03ms
step:6699/40500 train_loss:1.7769 aux_loss:0.0031 train_time:4836360ms step_avg:723.03ms
step:6700/40500 train_loss:1.7352 aux_loss:0.0031 train_time:4837081ms step_avg:723.03ms
step:6701/40500 train_loss:1.7320 aux_loss:0.0034 train_time:4837803ms step_avg:723.03ms
step:6702/40500 train_loss:1.7107 aux_loss:0.0033 train_time:4838521ms step_avg:723.03ms
step:6703/40500 train_loss:1.7563 aux_loss:0.0031 train_time:4839242ms step_avg:723.03ms
step:6704/40500 train_loss:1.7334 aux_loss:0.0031 train_time:4839964ms step_avg:723.03ms
step:6705/40500 train_loss:1.7371 aux_loss:0.0032 train_time:4840686ms step_avg:723.03ms
step:6706/40500 train_loss:1.7786 aux_loss:0.0030 train_time:4841406ms step_avg:723.03ms
step:6707/40500 train_loss:1.7778 aux_loss:0.0028 train_time:4842129ms step_avg:723.03ms
step:6708/40500 train_loss:1.7691 aux_loss:0.0031 train_time:4842851ms step_avg:723.03ms
step:6709/40500 train_loss:1.6992 aux_loss:0.0031 train_time:4843572ms step_avg:723.03ms
step:6710/40500 train_loss:1.7565 aux_loss:0.0035 train_time:4844292ms step_avg:723.03ms
step:6711/40500 train_loss:1.7941 aux_loss:0.0030 train_time:4845012ms step_avg:723.03ms
step:6712/40500 train_loss:1.7894 aux_loss:0.0032 train_time:4845733ms step_avg:723.03ms
step:6713/40500 train_loss:1.6994 aux_loss:0.0031 train_time:4846453ms step_avg:723.03ms
step:6714/40500 train_loss:1.6930 aux_loss:0.0031 train_time:4847172ms step_avg:723.03ms
step:6715/40500 train_loss:1.7195 aux_loss:0.0030 train_time:4847894ms step_avg:723.03ms
step:6716/40500 train_loss:1.7196 aux_loss:0.0031 train_time:4848615ms step_avg:723.03ms
step:6717/40500 train_loss:1.7763 aux_loss:0.0029 train_time:4849333ms step_avg:723.03ms
step:6718/40500 train_loss:1.7680 aux_loss:0.0029 train_time:4850053ms step_avg:723.03ms
step:6719/40500 train_loss:1.6548 aux_loss:0.0031 train_time:4850774ms step_avg:723.02ms
step:6720/40500 train_loss:1.6953 aux_loss:0.0030 train_time:4851494ms step_avg:723.02ms
step:6721/40500 train_loss:1.6932 aux_loss:0.0030 train_time:4852215ms step_avg:723.02ms
step:6722/40500 train_loss:1.7502 aux_loss:0.0032 train_time:4852936ms step_avg:723.02ms
step:6723/40500 train_loss:1.6817 aux_loss:0.0030 train_time:4853657ms step_avg:723.02ms
step:6724/40500 train_loss:1.7567 aux_loss:0.0031 train_time:4854376ms step_avg:723.02ms
step:6725/40500 train_loss:1.6958 aux_loss:0.0030 train_time:4855098ms step_avg:723.02ms
step:6726/40500 train_loss:1.7980 aux_loss:0.0030 train_time:4855818ms step_avg:723.02ms
step:6727/40500 train_loss:1.7263 aux_loss:0.0032 train_time:4856539ms step_avg:723.02ms
step:6728/40500 train_loss:1.7113 aux_loss:0.0032 train_time:4857263ms step_avg:723.02ms
step:6729/40500 train_loss:1.7630 aux_loss:0.0033 train_time:4857984ms step_avg:723.02ms
step:6730/40500 train_loss:1.7767 aux_loss:0.0031 train_time:4858705ms step_avg:723.02ms
step:6731/40500 train_loss:1.7912 aux_loss:0.0033 train_time:4859427ms step_avg:723.02ms
step:6732/40500 train_loss:1.6651 aux_loss:0.0032 train_time:4860147ms step_avg:723.02ms
step:6733/40500 train_loss:1.7139 aux_loss:0.0029 train_time:4860868ms step_avg:723.02ms
step:6734/40500 train_loss:1.7198 aux_loss:0.0032 train_time:4861590ms step_avg:723.02ms
step:6735/40500 train_loss:1.7224 aux_loss:0.0031 train_time:4862311ms step_avg:723.02ms
step:6736/40500 train_loss:1.7521 aux_loss:0.0031 train_time:4863031ms step_avg:723.02ms
step:6737/40500 train_loss:1.6979 aux_loss:0.0029 train_time:4863750ms step_avg:723.02ms
step:6738/40500 train_loss:1.7628 aux_loss:0.0032 train_time:4864471ms step_avg:723.02ms
step:6739/40500 train_loss:1.7005 aux_loss:0.0034 train_time:4865190ms step_avg:723.02ms
step:6740/40500 train_loss:1.7450 aux_loss:0.0034 train_time:4865912ms step_avg:723.02ms
step:6741/40500 train_loss:1.6863 aux_loss:0.0030 train_time:4866631ms step_avg:723.02ms
step:6742/40500 train_loss:1.7642 aux_loss:0.0031 train_time:4867350ms step_avg:723.02ms
step:6743/40500 train_loss:1.7389 aux_loss:0.0030 train_time:4868070ms step_avg:723.02ms
step:6744/40500 train_loss:1.7258 aux_loss:0.0029 train_time:4868790ms step_avg:723.02ms
step:6745/40500 train_loss:1.7475 aux_loss:0.0029 train_time:4869511ms step_avg:723.02ms
step:6746/40500 train_loss:1.7245 aux_loss:0.0031 train_time:4870230ms step_avg:723.02ms
step:6747/40500 train_loss:1.7506 aux_loss:0.0031 train_time:4870950ms step_avg:723.01ms
step:6748/40500 train_loss:1.7656 aux_loss:0.0030 train_time:4871670ms step_avg:723.01ms
step:6749/40500 train_loss:1.7599 aux_loss:0.0030 train_time:4872389ms step_avg:723.01ms
step:6750/40500 train_loss:1.7418 aux_loss:0.0034 train_time:4873109ms step_avg:723.01ms
step:6751/40500 train_loss:1.7383 aux_loss:0.0031 train_time:4873828ms step_avg:723.01ms
step:6752/40500 train_loss:1.7633 aux_loss:0.0031 train_time:4874548ms step_avg:723.01ms
step:6753/40500 train_loss:1.7605 aux_loss:0.0031 train_time:4875269ms step_avg:723.01ms
step:6754/40500 train_loss:1.6621 aux_loss:0.0029 train_time:4875989ms step_avg:723.01ms
step:6755/40500 train_loss:1.7411 aux_loss:0.0030 train_time:4876708ms step_avg:723.01ms
step:6756/40500 train_loss:1.6638 aux_loss:0.0032 train_time:4877427ms step_avg:723.01ms
step:6757/40500 train_loss:1.7646 aux_loss:0.0031 train_time:4878146ms step_avg:723.01ms
step:6758/40500 train_loss:1.7172 aux_loss:0.0031 train_time:4878866ms step_avg:723.01ms
step:6759/40500 train_loss:1.7572 aux_loss:0.0033 train_time:4879586ms step_avg:723.01ms
step:6760/40500 train_loss:1.7196 aux_loss:0.0031 train_time:4880305ms step_avg:723.01ms
step:6761/40500 train_loss:1.7648 aux_loss:0.0032 train_time:4881024ms step_avg:723.01ms
step:6762/40500 train_loss:1.8038 aux_loss:0.0029 train_time:4881745ms step_avg:723.01ms
step:6763/40500 train_loss:1.7101 aux_loss:0.0031 train_time:4882467ms step_avg:723.01ms
step:6764/40500 train_loss:1.7264 aux_loss:0.0028 train_time:4883187ms step_avg:723.01ms
step:6765/40500 train_loss:1.7642 aux_loss:0.0028 train_time:4883909ms step_avg:723.01ms
step:6766/40500 train_loss:1.7307 aux_loss:0.0032 train_time:4884630ms step_avg:723.01ms
step:6767/40500 train_loss:1.7094 aux_loss:0.0030 train_time:4885349ms step_avg:723.01ms
step:6768/40500 train_loss:1.7160 aux_loss:0.0031 train_time:4886070ms step_avg:723.01ms
step:6769/40500 train_loss:1.7578 aux_loss:0.0031 train_time:4886792ms step_avg:723.01ms
step:6770/40500 train_loss:1.6857 aux_loss:0.0031 train_time:4887512ms step_avg:723.00ms
step:6771/40500 train_loss:1.7209 aux_loss:0.0030 train_time:4888235ms step_avg:723.00ms
step:6772/40500 train_loss:1.7921 aux_loss:0.0031 train_time:4888956ms step_avg:723.00ms
step:6773/40500 train_loss:1.7979 aux_loss:0.0033 train_time:4889677ms step_avg:723.00ms
step:6774/40500 train_loss:1.7968 aux_loss:0.0031 train_time:4890396ms step_avg:723.00ms
step:6775/40500 train_loss:1.7076 aux_loss:0.0032 train_time:4891119ms step_avg:723.00ms
step:6776/40500 train_loss:1.7762 aux_loss:0.0032 train_time:4891840ms step_avg:723.00ms
step:6777/40500 train_loss:1.7271 aux_loss:0.0030 train_time:4892562ms step_avg:723.00ms
step:6778/40500 train_loss:1.7185 aux_loss:0.0032 train_time:4893280ms step_avg:723.00ms
step:6779/40500 train_loss:1.7267 aux_loss:0.0032 train_time:4894001ms step_avg:723.00ms
step:6780/40500 train_loss:1.7695 aux_loss:0.0029 train_time:4894721ms step_avg:723.00ms
step:6781/40500 train_loss:1.7614 aux_loss:0.0029 train_time:4895441ms step_avg:723.00ms
step:6782/40500 train_loss:1.7658 aux_loss:0.0032 train_time:4896162ms step_avg:723.00ms
step:6783/40500 train_loss:1.7000 aux_loss:0.0032 train_time:4896881ms step_avg:723.00ms
step:6784/40500 train_loss:1.8522 aux_loss:0.0031 train_time:4897600ms step_avg:723.00ms
step:6785/40500 train_loss:1.7688 aux_loss:0.0030 train_time:4898320ms step_avg:723.00ms
step:6786/40500 train_loss:1.7702 aux_loss:0.0032 train_time:4899040ms step_avg:723.00ms
step:6787/40500 train_loss:1.7459 aux_loss:0.0034 train_time:4899761ms step_avg:723.00ms
step:6788/40500 train_loss:1.7066 aux_loss:0.0030 train_time:4900481ms step_avg:723.00ms
step:6789/40500 train_loss:1.7606 aux_loss:0.0031 train_time:4901199ms step_avg:723.00ms
step:6790/40500 train_loss:1.7683 aux_loss:0.0032 train_time:4901920ms step_avg:723.00ms
step:6791/40500 train_loss:1.7262 aux_loss:0.0031 train_time:4902640ms step_avg:723.00ms
step:6792/40500 train_loss:1.6889 aux_loss:0.0031 train_time:4903359ms step_avg:723.00ms
step:6793/40500 train_loss:1.6958 aux_loss:0.0030 train_time:4904079ms step_avg:723.00ms
step:6794/40500 train_loss:1.7540 aux_loss:0.0033 train_time:4904799ms step_avg:723.00ms
step:6795/40500 train_loss:1.7010 aux_loss:0.0032 train_time:4905521ms step_avg:722.99ms
step:6796/40500 train_loss:1.7748 aux_loss:0.0031 train_time:4906240ms step_avg:722.99ms
step:6797/40500 train_loss:1.7720 aux_loss:0.0029 train_time:4906960ms step_avg:722.99ms
step:6798/40500 train_loss:1.7429 aux_loss:0.0032 train_time:4907680ms step_avg:722.99ms
step:6799/40500 train_loss:1.7773 aux_loss:0.0033 train_time:4908399ms step_avg:722.99ms
step:6800/40500 train_loss:1.7235 aux_loss:0.0029 train_time:4909118ms step_avg:722.99ms
step:6801/40500 train_loss:1.7524 aux_loss:0.0031 train_time:4909838ms step_avg:722.99ms
step:6802/40500 train_loss:1.7504 aux_loss:0.0031 train_time:4910559ms step_avg:722.99ms
step:6803/40500 train_loss:1.7491 aux_loss:0.0032 train_time:4911279ms step_avg:722.99ms
step:6804/40500 train_loss:1.7494 aux_loss:0.0032 train_time:4911999ms step_avg:722.99ms
step:6805/40500 train_loss:1.7643 aux_loss:0.0031 train_time:4912719ms step_avg:722.99ms
step:6806/40500 train_loss:1.7222 aux_loss:0.0031 train_time:4913438ms step_avg:722.99ms
step:6807/40500 train_loss:1.7283 aux_loss:0.0031 train_time:4914157ms step_avg:722.99ms
step:6808/40500 train_loss:1.7643 aux_loss:0.0032 train_time:4914876ms step_avg:722.99ms
step:6809/40500 train_loss:1.6931 aux_loss:0.0034 train_time:4915597ms step_avg:722.99ms
step:6810/40500 train_loss:1.7446 aux_loss:0.0032 train_time:4916315ms step_avg:722.99ms
step:6811/40500 train_loss:1.7304 aux_loss:0.0030 train_time:4917034ms step_avg:722.99ms
step:6812/40500 train_loss:1.7394 aux_loss:0.0034 train_time:4917755ms step_avg:722.99ms
step:6813/40500 train_loss:1.7691 aux_loss:0.0033 train_time:4918475ms step_avg:722.99ms
step:6814/40500 train_loss:1.7475 aux_loss:0.0031 train_time:4919194ms step_avg:722.99ms
step:6815/40500 train_loss:1.7169 aux_loss:0.0032 train_time:4919914ms step_avg:722.99ms
step:6816/40500 train_loss:1.7053 aux_loss:0.0030 train_time:4920634ms step_avg:722.98ms
step:6817/40500 train_loss:1.7377 aux_loss:0.0031 train_time:4921355ms step_avg:722.98ms
step:6818/40500 train_loss:1.7247 aux_loss:0.0030 train_time:4922074ms step_avg:722.98ms
step:6819/40500 train_loss:1.6873 aux_loss:0.0032 train_time:4922795ms step_avg:722.98ms
step:6820/40500 train_loss:1.6620 aux_loss:0.0032 train_time:4923515ms step_avg:722.98ms
step:6821/40500 train_loss:1.6940 aux_loss:0.0030 train_time:4924235ms step_avg:722.98ms
step:6822/40500 train_loss:1.7037 aux_loss:0.0031 train_time:4924955ms step_avg:722.98ms
step:6823/40500 train_loss:1.7703 aux_loss:0.0030 train_time:4925675ms step_avg:722.98ms
step:6824/40500 train_loss:1.7485 aux_loss:0.0030 train_time:4926394ms step_avg:722.98ms
step:6825/40500 train_loss:1.6899 aux_loss:0.0032 train_time:4927112ms step_avg:722.98ms
step:6826/40500 train_loss:1.7008 aux_loss:0.0030 train_time:4927833ms step_avg:722.98ms
step:6827/40500 train_loss:1.7001 aux_loss:0.0029 train_time:4928552ms step_avg:722.98ms
step:6828/40500 train_loss:1.7082 aux_loss:0.0032 train_time:4929270ms step_avg:722.98ms
step:6829/40500 train_loss:1.7302 aux_loss:0.0031 train_time:4929990ms step_avg:722.98ms
step:6830/40500 train_loss:1.7330 aux_loss:0.0033 train_time:4930710ms step_avg:722.98ms
step:6831/40500 train_loss:1.7687 aux_loss:0.0031 train_time:4931430ms step_avg:722.98ms
step:6832/40500 train_loss:1.7343 aux_loss:0.0032 train_time:4932152ms step_avg:722.98ms
step:6833/40500 train_loss:1.7108 aux_loss:0.0031 train_time:4932873ms step_avg:722.98ms
step:6834/40500 train_loss:1.7410 aux_loss:0.0030 train_time:4933595ms step_avg:722.98ms
step:6835/40500 train_loss:1.7865 aux_loss:0.0031 train_time:4934315ms step_avg:722.98ms
step:6836/40500 train_loss:1.7647 aux_loss:0.0030 train_time:4935034ms step_avg:722.98ms
step:6837/40500 train_loss:1.7103 aux_loss:0.0028 train_time:4935756ms step_avg:722.98ms
step:6838/40500 train_loss:1.7076 aux_loss:0.0032 train_time:4936478ms step_avg:722.98ms
step:6839/40500 train_loss:1.7514 aux_loss:0.0028 train_time:4937197ms step_avg:722.98ms
step:6840/40500 train_loss:1.8054 aux_loss:0.0028 train_time:4937918ms step_avg:722.97ms
step:6841/40500 train_loss:1.7098 aux_loss:0.0029 train_time:4938639ms step_avg:722.97ms
step:6842/40500 train_loss:1.7147 aux_loss:0.0032 train_time:4939358ms step_avg:722.97ms
step:6843/40500 train_loss:1.7388 aux_loss:0.0032 train_time:4940080ms step_avg:722.97ms
step:6844/40500 train_loss:1.7643 aux_loss:0.0031 train_time:4940802ms step_avg:722.97ms
step:6845/40500 train_loss:1.7405 aux_loss:0.0031 train_time:4941523ms step_avg:722.97ms
step:6846/40500 train_loss:1.7644 aux_loss:0.0031 train_time:4942246ms step_avg:722.97ms
step:6847/40500 train_loss:1.6960 aux_loss:0.0034 train_time:4942968ms step_avg:722.97ms
step:6848/40500 train_loss:1.7093 aux_loss:0.0036 train_time:4943685ms step_avg:722.97ms
step:6849/40500 train_loss:1.7258 aux_loss:0.0031 train_time:4944407ms step_avg:722.97ms
step:6850/40500 train_loss:1.7094 aux_loss:0.0030 train_time:4945127ms step_avg:722.97ms
step:6851/40500 train_loss:1.7468 aux_loss:0.0031 train_time:4945846ms step_avg:722.97ms
step:6852/40500 train_loss:1.7574 aux_loss:0.0031 train_time:4946569ms step_avg:722.97ms
step:6853/40500 train_loss:1.7475 aux_loss:0.0028 train_time:4947286ms step_avg:722.97ms
step:6854/40500 train_loss:1.7359 aux_loss:0.0032 train_time:4948007ms step_avg:722.97ms
step:6855/40500 train_loss:1.7300 aux_loss:0.0033 train_time:4948727ms step_avg:722.97ms
step:6856/40500 train_loss:1.6853 aux_loss:0.0030 train_time:4949447ms step_avg:722.97ms
step:6857/40500 train_loss:1.7935 aux_loss:0.0031 train_time:4950167ms step_avg:722.97ms
step:6858/40500 train_loss:1.7254 aux_loss:0.0034 train_time:4950887ms step_avg:722.97ms
step:6859/40500 train_loss:1.7499 aux_loss:0.0029 train_time:4951606ms step_avg:722.97ms
step:6860/40500 train_loss:1.7890 aux_loss:0.0029 train_time:4952325ms step_avg:722.97ms
step:6861/40500 train_loss:1.7289 aux_loss:0.0030 train_time:4953046ms step_avg:722.97ms
step:6862/40500 train_loss:1.6998 aux_loss:0.0029 train_time:4953766ms step_avg:722.97ms
step:6863/40500 train_loss:1.7398 aux_loss:0.0027 train_time:4954484ms step_avg:722.97ms
step:6864/40500 train_loss:1.7124 aux_loss:0.0032 train_time:4955207ms step_avg:722.97ms
step:6865/40500 train_loss:1.6999 aux_loss:0.0031 train_time:4955927ms step_avg:722.97ms
step:6866/40500 train_loss:1.7148 aux_loss:0.0030 train_time:4956644ms step_avg:722.96ms
step:6867/40500 train_loss:1.6718 aux_loss:0.0029 train_time:4957365ms step_avg:722.96ms
step:6868/40500 train_loss:1.7149 aux_loss:0.0029 train_time:4958085ms step_avg:722.96ms
step:6869/40500 train_loss:1.7302 aux_loss:0.0029 train_time:4958803ms step_avg:722.96ms
step:6870/40500 train_loss:1.7226 aux_loss:0.0030 train_time:4959523ms step_avg:722.96ms
step:6871/40500 train_loss:1.6842 aux_loss:0.0033 train_time:4960245ms step_avg:722.96ms
step:6872/40500 train_loss:1.7303 aux_loss:0.0031 train_time:4960963ms step_avg:722.96ms
step:6873/40500 train_loss:1.7599 aux_loss:0.0031 train_time:4961682ms step_avg:722.96ms
step:6874/40500 train_loss:1.7442 aux_loss:0.0029 train_time:4962402ms step_avg:722.96ms
step:6875/40500 train_loss:1.7433 aux_loss:0.0029 train_time:4963122ms step_avg:722.96ms
step:6876/40500 train_loss:1.7435 aux_loss:0.0030 train_time:4963844ms step_avg:722.96ms
step:6877/40500 train_loss:1.8101 aux_loss:0.0031 train_time:4964563ms step_avg:722.96ms
step:6878/40500 train_loss:1.8231 aux_loss:0.0033 train_time:4965283ms step_avg:722.96ms
step:6879/40500 train_loss:1.7727 aux_loss:0.0030 train_time:4966005ms step_avg:722.96ms
step:6880/40500 train_loss:1.6724 aux_loss:0.0028 train_time:4966723ms step_avg:722.96ms
step:6881/40500 train_loss:1.7624 aux_loss:0.0033 train_time:4967442ms step_avg:722.96ms
step:6882/40500 train_loss:1.7774 aux_loss:0.0033 train_time:4968161ms step_avg:722.96ms
step:6883/40500 train_loss:1.7482 aux_loss:0.0031 train_time:4968880ms step_avg:722.96ms
step:6884/40500 train_loss:1.7067 aux_loss:0.0030 train_time:4969600ms step_avg:722.96ms
step:6885/40500 train_loss:1.7000 aux_loss:0.0035 train_time:4970321ms step_avg:722.96ms
step:6886/40500 train_loss:1.7083 aux_loss:0.0032 train_time:4971041ms step_avg:722.96ms
step:6887/40500 train_loss:1.7002 aux_loss:0.0031 train_time:4971760ms step_avg:722.95ms
step:6888/40500 train_loss:1.6390 aux_loss:0.0032 train_time:4972480ms step_avg:722.95ms
step:6889/40500 train_loss:1.7403 aux_loss:0.0032 train_time:4973200ms step_avg:722.95ms
step:6890/40500 train_loss:1.7504 aux_loss:0.0033 train_time:4973919ms step_avg:722.95ms
step:6891/40500 train_loss:1.7091 aux_loss:0.0029 train_time:4974639ms step_avg:722.95ms
step:6892/40500 train_loss:1.7586 aux_loss:0.0031 train_time:4975359ms step_avg:722.95ms
step:6893/40500 train_loss:1.6765 aux_loss:0.0034 train_time:4976078ms step_avg:722.95ms
step:6894/40500 train_loss:1.7339 aux_loss:0.0031 train_time:4976798ms step_avg:722.95ms
step:6895/40500 train_loss:1.7386 aux_loss:0.0029 train_time:4977518ms step_avg:722.95ms
step:6896/40500 train_loss:1.7098 aux_loss:0.0030 train_time:4978239ms step_avg:722.95ms
step:6897/40500 train_loss:1.7254 aux_loss:0.0031 train_time:4978960ms step_avg:722.95ms
step:6898/40500 train_loss:1.7416 aux_loss:0.0032 train_time:4979679ms step_avg:722.95ms
step:6899/40500 train_loss:1.6715 aux_loss:0.0029 train_time:4980399ms step_avg:722.95ms
step:6900/40500 train_loss:1.7332 aux_loss:0.0031 train_time:4981119ms step_avg:722.95ms
step:6901/40500 train_loss:1.7695 aux_loss:0.0036 train_time:4981838ms step_avg:722.95ms
step:6902/40500 train_loss:1.7227 aux_loss:0.0031 train_time:4982557ms step_avg:722.95ms
step:6903/40500 train_loss:1.7151 aux_loss:0.0030 train_time:4983276ms step_avg:722.95ms
step:6904/40500 train_loss:1.7315 aux_loss:0.0030 train_time:4983994ms step_avg:722.95ms
step:6905/40500 train_loss:1.7294 aux_loss:0.0030 train_time:4984714ms step_avg:722.95ms
step:6906/40500 train_loss:1.7166 aux_loss:0.0029 train_time:4985434ms step_avg:722.95ms
step:6907/40500 train_loss:1.7599 aux_loss:0.0030 train_time:4986154ms step_avg:722.95ms
step:6908/40500 train_loss:1.6913 aux_loss:0.0031 train_time:4986875ms step_avg:722.95ms
step:6909/40500 train_loss:1.7340 aux_loss:0.0029 train_time:4987593ms step_avg:722.94ms
step:6910/40500 train_loss:1.6750 aux_loss:0.0031 train_time:4988313ms step_avg:722.94ms
step:6911/40500 train_loss:1.7189 aux_loss:0.0033 train_time:4989033ms step_avg:722.94ms
step:6912/40500 train_loss:1.7528 aux_loss:0.0031 train_time:4989754ms step_avg:722.94ms
step:6913/40500 train_loss:1.7203 aux_loss:0.0032 train_time:4990474ms step_avg:722.94ms
step:6914/40500 train_loss:1.7556 aux_loss:0.0034 train_time:4991194ms step_avg:722.94ms
step:6915/40500 train_loss:1.7461 aux_loss:0.0032 train_time:4991914ms step_avg:722.94ms
step:6916/40500 train_loss:1.6864 aux_loss:0.0032 train_time:4992633ms step_avg:722.94ms
step:6917/40500 train_loss:1.7513 aux_loss:0.0031 train_time:4993353ms step_avg:722.94ms
step:6918/40500 train_loss:1.7392 aux_loss:0.0032 train_time:4994073ms step_avg:722.94ms
step:6919/40500 train_loss:1.7485 aux_loss:0.0030 train_time:4994792ms step_avg:722.94ms
step:6920/40500 train_loss:1.6965 aux_loss:0.0030 train_time:4995514ms step_avg:722.94ms
step:6921/40500 train_loss:1.7357 aux_loss:0.0031 train_time:4996234ms step_avg:722.94ms
step:6922/40500 train_loss:1.7351 aux_loss:0.0031 train_time:4996952ms step_avg:722.94ms
step:6923/40500 train_loss:1.6833 aux_loss:0.0029 train_time:4997671ms step_avg:722.94ms
step:6924/40500 train_loss:1.7173 aux_loss:0.0031 train_time:4998392ms step_avg:722.94ms
step:6925/40500 train_loss:1.7966 aux_loss:0.0032 train_time:4999111ms step_avg:722.94ms
step:6926/40500 train_loss:1.7401 aux_loss:0.0031 train_time:4999832ms step_avg:722.94ms
step:6927/40500 train_loss:1.7606 aux_loss:0.0031 train_time:5000552ms step_avg:722.94ms
step:6928/40500 train_loss:1.6813 aux_loss:0.0031 train_time:5001272ms step_avg:722.94ms
step:6929/40500 train_loss:1.6959 aux_loss:0.0029 train_time:5001992ms step_avg:722.94ms
step:6930/40500 train_loss:1.8166 aux_loss:0.0030 train_time:5002711ms step_avg:722.94ms
step:6931/40500 train_loss:1.7295 aux_loss:0.0028 train_time:5003431ms step_avg:722.93ms
step:6932/40500 train_loss:1.7631 aux_loss:0.0028 train_time:5004151ms step_avg:722.93ms
step:6933/40500 train_loss:1.7253 aux_loss:0.0031 train_time:5004870ms step_avg:722.93ms
step:6934/40500 train_loss:1.7150 aux_loss:0.0030 train_time:5005590ms step_avg:722.93ms
step:6935/40500 train_loss:1.7743 aux_loss:0.0031 train_time:5006309ms step_avg:722.93ms
step:6936/40500 train_loss:1.7557 aux_loss:0.0030 train_time:5007029ms step_avg:722.93ms
step:6937/40500 train_loss:1.7131 aux_loss:0.0032 train_time:5007749ms step_avg:722.93ms
step:6938/40500 train_loss:1.7139 aux_loss:0.0029 train_time:5008469ms step_avg:722.93ms
step:6939/40500 train_loss:1.7704 aux_loss:0.0031 train_time:5009189ms step_avg:722.93ms
step:6940/40500 train_loss:1.7423 aux_loss:0.0032 train_time:5009909ms step_avg:722.93ms
step:6941/40500 train_loss:1.8010 aux_loss:0.0028 train_time:5010628ms step_avg:722.93ms
step:6942/40500 train_loss:1.7184 aux_loss:0.0030 train_time:5011348ms step_avg:722.93ms
step:6943/40500 train_loss:1.7872 aux_loss:0.0032 train_time:5012069ms step_avg:722.93ms
step:6944/40500 train_loss:1.7362 aux_loss:0.0032 train_time:5012788ms step_avg:722.93ms
step:6945/40500 train_loss:1.7575 aux_loss:0.0029 train_time:5013507ms step_avg:722.93ms
step:6946/40500 train_loss:1.7637 aux_loss:0.0030 train_time:5014228ms step_avg:722.93ms
step:6947/40500 train_loss:1.7556 aux_loss:0.0032 train_time:5014947ms step_avg:722.93ms
step:6948/40500 train_loss:1.7093 aux_loss:0.0032 train_time:5015668ms step_avg:722.93ms
step:6949/40500 train_loss:1.7147 aux_loss:0.0031 train_time:5016387ms step_avg:722.93ms
step:6950/40500 train_loss:1.7156 aux_loss:0.0031 train_time:5017108ms step_avg:722.93ms
step:6951/40500 train_loss:1.7423 aux_loss:0.0031 train_time:5017827ms step_avg:722.93ms
step:6952/40500 train_loss:1.7511 aux_loss:0.0032 train_time:5018546ms step_avg:722.93ms
step:6953/40500 train_loss:1.7863 aux_loss:0.0031 train_time:5019266ms step_avg:722.92ms
step:6954/40500 train_loss:1.7623 aux_loss:0.0030 train_time:5019986ms step_avg:722.92ms
step:6955/40500 train_loss:1.7417 aux_loss:0.0030 train_time:5020706ms step_avg:722.92ms
step:6956/40500 train_loss:1.7212 aux_loss:0.0031 train_time:5021425ms step_avg:722.92ms
step:6957/40500 train_loss:1.7060 aux_loss:0.0032 train_time:5022146ms step_avg:722.92ms
step:6958/40500 train_loss:1.7197 aux_loss:0.0029 train_time:5022865ms step_avg:722.92ms
step:6959/40500 train_loss:1.8227 aux_loss:0.0030 train_time:5023584ms step_avg:722.92ms
step:6960/40500 train_loss:1.7678 aux_loss:0.0030 train_time:5024305ms step_avg:722.92ms
step:6961/40500 train_loss:1.7027 aux_loss:0.0029 train_time:5025024ms step_avg:722.92ms
step:6962/40500 train_loss:1.7089 aux_loss:0.0030 train_time:5025745ms step_avg:722.92ms
step:6963/40500 train_loss:1.7433 aux_loss:0.0032 train_time:5026464ms step_avg:722.92ms
step:6964/40500 train_loss:1.7634 aux_loss:0.0031 train_time:5027184ms step_avg:722.92ms
step:6965/40500 train_loss:1.7673 aux_loss:0.0031 train_time:5027903ms step_avg:722.92ms
step:6966/40500 train_loss:1.7423 aux_loss:0.0030 train_time:5028623ms step_avg:722.92ms
step:6967/40500 train_loss:1.7554 aux_loss:0.0031 train_time:5029343ms step_avg:722.92ms
step:6968/40500 train_loss:1.7779 aux_loss:0.0031 train_time:5030063ms step_avg:722.92ms
step:6969/40500 train_loss:1.7528 aux_loss:0.0031 train_time:5030785ms step_avg:722.92ms
step:6970/40500 train_loss:1.7912 aux_loss:0.0031 train_time:5031505ms step_avg:722.92ms
step:6971/40500 train_loss:1.7652 aux_loss:0.0030 train_time:5032223ms step_avg:722.92ms
step:6972/40500 train_loss:1.7436 aux_loss:0.0031 train_time:5032943ms step_avg:722.92ms
step:6973/40500 train_loss:1.7126 aux_loss:0.0031 train_time:5033662ms step_avg:722.92ms
step:6974/40500 train_loss:1.7182 aux_loss:0.0033 train_time:5034383ms step_avg:722.92ms
step:6975/40500 train_loss:1.7750 aux_loss:0.0031 train_time:5035102ms step_avg:722.91ms
step:6976/40500 train_loss:1.7612 aux_loss:0.0032 train_time:5035822ms step_avg:722.91ms
step:6977/40500 train_loss:1.7207 aux_loss:0.0031 train_time:5036543ms step_avg:722.91ms
step:6978/40500 train_loss:1.6934 aux_loss:0.0031 train_time:5037262ms step_avg:722.91ms
step:6979/40500 train_loss:1.6945 aux_loss:0.0030 train_time:5037981ms step_avg:722.91ms
step:6980/40500 train_loss:1.7390 aux_loss:0.0029 train_time:5038701ms step_avg:722.91ms
step:6981/40500 train_loss:1.7714 aux_loss:0.0031 train_time:5039420ms step_avg:722.91ms
step:6982/40500 train_loss:1.6793 aux_loss:0.0031 train_time:5040140ms step_avg:722.91ms
step:6983/40500 train_loss:1.7553 aux_loss:0.0028 train_time:5040859ms step_avg:722.91ms
step:6984/40500 train_loss:1.7235 aux_loss:0.0031 train_time:5041578ms step_avg:722.91ms
step:6985/40500 train_loss:1.7338 aux_loss:0.0028 train_time:5042298ms step_avg:722.91ms
step:6986/40500 train_loss:1.6807 aux_loss:0.0029 train_time:5043019ms step_avg:722.91ms
step:6987/40500 train_loss:1.7031 aux_loss:0.0031 train_time:5043738ms step_avg:722.91ms
step:6988/40500 train_loss:1.7241 aux_loss:0.0032 train_time:5044459ms step_avg:722.91ms
step:6989/40500 train_loss:1.6512 aux_loss:0.0030 train_time:5045178ms step_avg:722.91ms
step:6990/40500 train_loss:1.7692 aux_loss:0.0030 train_time:5045898ms step_avg:722.91ms
step:6991/40500 train_loss:1.6818 aux_loss:0.0031 train_time:5046618ms step_avg:722.91ms
step:6992/40500 train_loss:1.6891 aux_loss:0.0032 train_time:5047338ms step_avg:722.91ms
step:6993/40500 train_loss:1.6703 aux_loss:0.0029 train_time:5048057ms step_avg:722.91ms
step:6994/40500 train_loss:1.7859 aux_loss:0.0034 train_time:5048779ms step_avg:722.91ms
step:6995/40500 train_loss:1.7610 aux_loss:0.0033 train_time:5049499ms step_avg:722.91ms
step:6996/40500 train_loss:1.7694 aux_loss:0.0029 train_time:5050219ms step_avg:722.91ms
step:6997/40500 train_loss:1.6775 aux_loss:0.0028 train_time:5050940ms step_avg:722.91ms
step:6998/40500 train_loss:1.7763 aux_loss:0.0031 train_time:5051659ms step_avg:722.90ms
step:6999/40500 train_loss:1.7552 aux_loss:0.0029 train_time:5052377ms step_avg:722.90ms
step:7000/40500 train_loss:1.7259 aux_loss:0.0035 train_time:5053095ms step_avg:722.90ms
step:7001/40500 train_loss:1.6476 aux_loss:0.0032 train_time:5053816ms step_avg:722.90ms
step:7002/40500 train_loss:1.7068 aux_loss:0.0030 train_time:5054535ms step_avg:722.90ms
step:7003/40500 train_loss:1.7555 aux_loss:0.0033 train_time:5055254ms step_avg:722.90ms
step:7004/40500 train_loss:1.6889 aux_loss:0.0033 train_time:5055975ms step_avg:722.90ms
step:7005/40500 train_loss:1.6815 aux_loss:0.0032 train_time:5056695ms step_avg:722.90ms
step:7006/40500 train_loss:1.6732 aux_loss:0.0030 train_time:5057416ms step_avg:722.90ms
step:7007/40500 train_loss:1.7299 aux_loss:0.0031 train_time:5058135ms step_avg:722.90ms
step:7008/40500 train_loss:1.7305 aux_loss:0.0030 train_time:5058855ms step_avg:722.90ms
step:7009/40500 train_loss:1.7244 aux_loss:0.0031 train_time:5059574ms step_avg:722.90ms
step:7010/40500 train_loss:1.7261 aux_loss:0.0030 train_time:5060295ms step_avg:722.90ms
step:7011/40500 train_loss:1.7595 aux_loss:0.0029 train_time:5061016ms step_avg:722.90ms
step:7012/40500 train_loss:1.6999 aux_loss:0.0030 train_time:5061734ms step_avg:722.90ms
step:7013/40500 train_loss:1.7532 aux_loss:0.0032 train_time:5062454ms step_avg:722.90ms
step:7014/40500 train_loss:1.7214 aux_loss:0.0031 train_time:5063174ms step_avg:722.90ms
step:7015/40500 train_loss:1.7195 aux_loss:0.0032 train_time:5063893ms step_avg:722.90ms
step:7016/40500 train_loss:1.7209 aux_loss:0.0031 train_time:5064613ms step_avg:722.90ms
step:7017/40500 train_loss:1.7327 aux_loss:0.0031 train_time:5065333ms step_avg:722.90ms
step:7018/40500 train_loss:1.7494 aux_loss:0.0030 train_time:5066054ms step_avg:722.90ms
step:7019/40500 train_loss:1.7628 aux_loss:0.0029 train_time:5066773ms step_avg:722.90ms
step:7020/40500 train_loss:1.7250 aux_loss:0.0031 train_time:5067493ms step_avg:722.89ms
step:7021/40500 train_loss:1.7895 aux_loss:0.0034 train_time:5068212ms step_avg:722.89ms
step:7022/40500 train_loss:1.7163 aux_loss:0.0031 train_time:5068932ms step_avg:722.89ms
step:7023/40500 train_loss:1.7071 aux_loss:0.0028 train_time:5069652ms step_avg:722.89ms
step:7024/40500 train_loss:1.7230 aux_loss:0.0033 train_time:5070371ms step_avg:722.89ms
step:7025/40500 train_loss:1.7167 aux_loss:0.0037 train_time:5071093ms step_avg:722.89ms
step:7026/40500 train_loss:1.7758 aux_loss:0.0035 train_time:5071813ms step_avg:722.89ms
step:7027/40500 train_loss:1.7388 aux_loss:0.0029 train_time:5072532ms step_avg:722.89ms
step:7028/40500 train_loss:1.6999 aux_loss:0.0030 train_time:5073251ms step_avg:722.89ms
step:7029/40500 train_loss:1.7127 aux_loss:0.0031 train_time:5073971ms step_avg:722.89ms
step:7030/40500 train_loss:1.7071 aux_loss:0.0031 train_time:5074691ms step_avg:722.89ms
step:7031/40500 train_loss:1.7324 aux_loss:0.0031 train_time:5075410ms step_avg:722.89ms
step:7032/40500 train_loss:1.7560 aux_loss:0.0033 train_time:5076132ms step_avg:722.89ms
step:7033/40500 train_loss:1.7592 aux_loss:0.0034 train_time:5076851ms step_avg:722.89ms
step:7034/40500 train_loss:1.7347 aux_loss:0.0031 train_time:5077571ms step_avg:722.89ms
step:7035/40500 train_loss:1.7643 aux_loss:0.0029 train_time:5078289ms step_avg:722.89ms
step:7036/40500 train_loss:1.7337 aux_loss:0.0029 train_time:5079010ms step_avg:722.89ms
step:7037/40500 train_loss:1.7465 aux_loss:0.0027 train_time:5079729ms step_avg:722.89ms
step:7038/40500 train_loss:1.6812 aux_loss:0.0030 train_time:5080449ms step_avg:722.89ms
step:7039/40500 train_loss:1.7188 aux_loss:0.0031 train_time:5081168ms step_avg:722.89ms
step:7040/40500 train_loss:1.6989 aux_loss:0.0031 train_time:5081887ms step_avg:722.89ms
step:7041/40500 train_loss:1.7352 aux_loss:0.0031 train_time:5082608ms step_avg:722.89ms
step:7042/40500 train_loss:1.7478 aux_loss:0.0032 train_time:5083327ms step_avg:722.89ms
step:7043/40500 train_loss:1.7035 aux_loss:0.0033 train_time:5084049ms step_avg:722.88ms
step:7044/40500 train_loss:1.7168 aux_loss:0.0032 train_time:5084768ms step_avg:722.88ms
step:7045/40500 train_loss:1.7670 aux_loss:0.0030 train_time:5085487ms step_avg:722.88ms
step:7046/40500 train_loss:1.7925 aux_loss:0.0031 train_time:5086207ms step_avg:722.88ms
step:7047/40500 train_loss:1.7052 aux_loss:0.0031 train_time:5086928ms step_avg:722.88ms
step:7048/40500 train_loss:1.7238 aux_loss:0.0031 train_time:5087647ms step_avg:722.88ms
step:7049/40500 train_loss:1.7325 aux_loss:0.0030 train_time:5088366ms step_avg:722.88ms
step:7050/40500 train_loss:1.7259 aux_loss:0.0034 train_time:5089086ms step_avg:722.88ms
step:7051/40500 train_loss:1.6567 aux_loss:0.0032 train_time:5089807ms step_avg:722.88ms
step:7052/40500 train_loss:1.7160 aux_loss:0.0029 train_time:5090526ms step_avg:722.88ms
step:7053/40500 train_loss:1.7512 aux_loss:0.0030 train_time:5091247ms step_avg:722.88ms
step:7054/40500 train_loss:1.6870 aux_loss:0.0030 train_time:5091968ms step_avg:722.88ms
step:7055/40500 train_loss:1.7027 aux_loss:0.0030 train_time:5092688ms step_avg:722.88ms
step:7056/40500 train_loss:1.7618 aux_loss:0.0030 train_time:5093408ms step_avg:722.88ms
step:7057/40500 train_loss:1.7090 aux_loss:0.0030 train_time:5094127ms step_avg:722.88ms
step:7058/40500 train_loss:1.7703 aux_loss:0.0030 train_time:5094848ms step_avg:722.88ms
step:7059/40500 train_loss:1.7116 aux_loss:0.0030 train_time:5095568ms step_avg:722.88ms
step:7060/40500 train_loss:1.7358 aux_loss:0.0030 train_time:5096288ms step_avg:722.88ms
step:7061/40500 train_loss:1.6992 aux_loss:0.0030 train_time:5097009ms step_avg:722.88ms
step:7062/40500 train_loss:1.7680 aux_loss:0.0030 train_time:5097730ms step_avg:722.88ms
step:7063/40500 train_loss:1.7428 aux_loss:0.0030 train_time:5098449ms step_avg:722.88ms
step:7064/40500 train_loss:1.7761 aux_loss:0.0029 train_time:5099170ms step_avg:722.88ms
step:7065/40500 train_loss:1.7342 aux_loss:0.0029 train_time:5099891ms step_avg:722.88ms
step:7066/40500 train_loss:1.7536 aux_loss:0.0030 train_time:5100612ms step_avg:722.88ms
step:7067/40500 train_loss:1.7323 aux_loss:0.0032 train_time:5101332ms step_avg:722.88ms
step:7068/40500 train_loss:1.6989 aux_loss:0.0028 train_time:5102053ms step_avg:722.88ms
step:7069/40500 train_loss:1.7225 aux_loss:0.0031 train_time:5102774ms step_avg:722.87ms
step:7070/40500 train_loss:1.7715 aux_loss:0.0033 train_time:5103494ms step_avg:722.87ms
step:7071/40500 train_loss:1.7187 aux_loss:0.0037 train_time:5104212ms step_avg:722.87ms
step:7072/40500 train_loss:1.7335 aux_loss:0.0033 train_time:5104931ms step_avg:722.87ms
step:7073/40500 train_loss:1.7546 aux_loss:0.0033 train_time:5105653ms step_avg:722.87ms
step:7074/40500 train_loss:1.7164 aux_loss:0.0032 train_time:5106376ms step_avg:722.87ms
step:7075/40500 train_loss:1.7103 aux_loss:0.0031 train_time:5107097ms step_avg:722.87ms
step:7076/40500 train_loss:1.7337 aux_loss:0.0030 train_time:5107818ms step_avg:722.87ms
step:7077/40500 train_loss:1.7184 aux_loss:0.0031 train_time:5108538ms step_avg:722.87ms
step:7078/40500 train_loss:1.7497 aux_loss:0.0030 train_time:5109261ms step_avg:722.87ms
step:7079/40500 train_loss:1.7430 aux_loss:0.0031 train_time:5109980ms step_avg:722.87ms
step:7080/40500 train_loss:1.7643 aux_loss:0.0031 train_time:5110700ms step_avg:722.87ms
step:7081/40500 train_loss:1.7199 aux_loss:0.0029 train_time:5111421ms step_avg:722.87ms
step:7082/40500 train_loss:1.7607 aux_loss:0.0030 train_time:5112140ms step_avg:722.87ms
step:7083/40500 train_loss:1.7239 aux_loss:0.0031 train_time:5112859ms step_avg:722.87ms
step:7084/40500 train_loss:1.6936 aux_loss:0.0030 train_time:5113579ms step_avg:722.87ms
step:7085/40500 train_loss:1.7293 aux_loss:0.0031 train_time:5114299ms step_avg:722.87ms
step:7086/40500 train_loss:1.7702 aux_loss:0.0032 train_time:5115018ms step_avg:722.87ms
step:7087/40500 train_loss:1.7416 aux_loss:0.0034 train_time:5115739ms step_avg:722.87ms
step:7088/40500 train_loss:1.7500 aux_loss:0.0031 train_time:5116459ms step_avg:722.87ms
step:7089/40500 train_loss:1.7342 aux_loss:0.0031 train_time:5117178ms step_avg:722.87ms
step:7090/40500 train_loss:1.7383 aux_loss:0.0029 train_time:5117898ms step_avg:722.87ms
step:7091/40500 train_loss:1.7522 aux_loss:0.0030 train_time:5118618ms step_avg:722.87ms
step:7092/40500 train_loss:1.7336 aux_loss:0.0031 train_time:5119338ms step_avg:722.87ms
step:7093/40500 train_loss:1.7592 aux_loss:0.0031 train_time:5120058ms step_avg:722.87ms
step:7094/40500 train_loss:1.7031 aux_loss:0.0029 train_time:5120779ms step_avg:722.87ms
step:7095/40500 train_loss:1.7399 aux_loss:0.0030 train_time:5121497ms step_avg:722.86ms
step:7096/40500 train_loss:1.7137 aux_loss:0.0030 train_time:5122217ms step_avg:722.86ms
step:7097/40500 train_loss:1.7525 aux_loss:0.0029 train_time:5122937ms step_avg:722.86ms
step:7098/40500 train_loss:1.7793 aux_loss:0.0028 train_time:5123656ms step_avg:722.86ms
step:7099/40500 train_loss:1.7274 aux_loss:0.0031 train_time:5124377ms step_avg:722.86ms
step:7100/40500 train_loss:1.7488 aux_loss:0.0032 train_time:5125096ms step_avg:722.86ms
step:7101/40500 train_loss:1.7164 aux_loss:0.0030 train_time:5125816ms step_avg:722.86ms
step:7102/40500 train_loss:1.7208 aux_loss:0.0028 train_time:5126535ms step_avg:722.86ms
step:7103/40500 train_loss:1.6841 aux_loss:0.0030 train_time:5127255ms step_avg:722.86ms
step:7104/40500 train_loss:1.6929 aux_loss:0.0029 train_time:5127974ms step_avg:722.86ms
step:7105/40500 train_loss:1.7018 aux_loss:0.0028 train_time:5128695ms step_avg:722.86ms
step:7106/40500 train_loss:1.7902 aux_loss:0.0031 train_time:5129417ms step_avg:722.86ms
step:7107/40500 train_loss:1.7150 aux_loss:0.0031 train_time:5130135ms step_avg:722.86ms
step:7108/40500 train_loss:1.7039 aux_loss:0.0030 train_time:5130854ms step_avg:722.86ms
step:7109/40500 train_loss:1.7550 aux_loss:0.0029 train_time:5131574ms step_avg:722.86ms
step:7110/40500 train_loss:1.7342 aux_loss:0.0030 train_time:5132294ms step_avg:722.86ms
step:7111/40500 train_loss:1.7303 aux_loss:0.0030 train_time:5133013ms step_avg:722.86ms
step:7112/40500 train_loss:1.6593 aux_loss:0.0030 train_time:5133730ms step_avg:722.86ms
step:7113/40500 train_loss:1.6904 aux_loss:0.0030 train_time:5134451ms step_avg:722.86ms
step:7114/40500 train_loss:1.7372 aux_loss:0.0040 train_time:5135171ms step_avg:722.86ms
step:7115/40500 train_loss:1.7483 aux_loss:0.0030 train_time:5135891ms step_avg:722.86ms
step:7116/40500 train_loss:1.7003 aux_loss:0.0028 train_time:5136612ms step_avg:722.86ms
step:7117/40500 train_loss:1.7419 aux_loss:0.0028 train_time:5137333ms step_avg:722.86ms
step:7118/40500 train_loss:1.7346 aux_loss:0.0030 train_time:5138051ms step_avg:722.85ms
step:7119/40500 train_loss:1.7545 aux_loss:0.0030 train_time:5138771ms step_avg:722.85ms
step:7120/40500 train_loss:1.7513 aux_loss:0.0032 train_time:5139491ms step_avg:722.85ms
step:7121/40500 train_loss:1.7460 aux_loss:0.0031 train_time:5140210ms step_avg:722.85ms
step:7122/40500 train_loss:1.6995 aux_loss:0.0034 train_time:5140931ms step_avg:722.85ms
step:7123/40500 train_loss:1.7146 aux_loss:0.0031 train_time:5141651ms step_avg:722.85ms
step:7124/40500 train_loss:1.7586 aux_loss:0.0030 train_time:5142371ms step_avg:722.85ms
step:7125/40500 train_loss:1.7353 aux_loss:0.0034 train_time:5143089ms step_avg:722.85ms
step:7126/40500 train_loss:1.6760 aux_loss:0.0033 train_time:5143809ms step_avg:722.85ms
step:7127/40500 train_loss:1.7825 aux_loss:0.0030 train_time:5144530ms step_avg:722.85ms
step:7128/40500 train_loss:1.7114 aux_loss:0.0029 train_time:5145250ms step_avg:722.85ms
step:7129/40500 train_loss:1.7014 aux_loss:0.0035 train_time:5145969ms step_avg:722.85ms
step:7130/40500 train_loss:1.7889 aux_loss:0.0029 train_time:5146689ms step_avg:722.85ms
step:7131/40500 train_loss:1.7290 aux_loss:0.0031 train_time:5147409ms step_avg:722.85ms
step:7132/40500 train_loss:1.7225 aux_loss:0.0029 train_time:5148127ms step_avg:722.85ms
step:7133/40500 train_loss:1.7645 aux_loss:0.0030 train_time:5148848ms step_avg:722.85ms
step:7134/40500 train_loss:1.7410 aux_loss:0.0031 train_time:5149569ms step_avg:722.85ms
step:7135/40500 train_loss:1.7505 aux_loss:0.0030 train_time:5150288ms step_avg:722.85ms
step:7136/40500 train_loss:1.6713 aux_loss:0.0032 train_time:5151009ms step_avg:722.85ms
step:7137/40500 train_loss:1.7095 aux_loss:0.0030 train_time:5151728ms step_avg:722.85ms
step:7138/40500 train_loss:1.7766 aux_loss:0.0032 train_time:5152448ms step_avg:722.85ms
step:7139/40500 train_loss:1.7191 aux_loss:0.0032 train_time:5153168ms step_avg:722.85ms
step:7140/40500 train_loss:1.7315 aux_loss:0.0028 train_time:5153887ms step_avg:722.85ms
step:7141/40500 train_loss:1.7554 aux_loss:0.0030 train_time:5154608ms step_avg:722.84ms
step:7142/40500 train_loss:1.7145 aux_loss:0.0033 train_time:5155326ms step_avg:722.84ms
step:7143/40500 train_loss:1.7156 aux_loss:0.0031 train_time:5156047ms step_avg:722.84ms
step:7144/40500 train_loss:1.7583 aux_loss:0.0030 train_time:5156767ms step_avg:722.84ms
step:7145/40500 train_loss:1.7286 aux_loss:0.0036 train_time:5157486ms step_avg:722.84ms
step:7146/40500 train_loss:1.7392 aux_loss:0.0031 train_time:5158207ms step_avg:722.84ms
step:7147/40500 train_loss:1.7551 aux_loss:0.0032 train_time:5158925ms step_avg:722.84ms
step:7148/40500 train_loss:1.7600 aux_loss:0.0032 train_time:5159646ms step_avg:722.84ms
step:7149/40500 train_loss:1.6968 aux_loss:0.0030 train_time:5160364ms step_avg:722.84ms
step:7150/40500 train_loss:1.7907 aux_loss:0.0031 train_time:5161085ms step_avg:722.84ms
step:7151/40500 train_loss:1.7061 aux_loss:0.0031 train_time:5161805ms step_avg:722.84ms
step:7152/40500 train_loss:1.7542 aux_loss:0.0029 train_time:5162526ms step_avg:722.84ms
step:7153/40500 train_loss:1.6951 aux_loss:0.0029 train_time:5163245ms step_avg:722.84ms
step:7154/40500 train_loss:1.7303 aux_loss:0.0032 train_time:5163964ms step_avg:722.84ms
step:7155/40500 train_loss:1.7108 aux_loss:0.0029 train_time:5164684ms step_avg:722.84ms
step:7156/40500 train_loss:1.7276 aux_loss:0.0029 train_time:5165404ms step_avg:722.84ms
step:7157/40500 train_loss:1.7098 aux_loss:0.0031 train_time:5166124ms step_avg:722.84ms
step:7158/40500 train_loss:1.7206 aux_loss:0.0035 train_time:5166843ms step_avg:722.84ms
step:7159/40500 train_loss:1.6705 aux_loss:0.0033 train_time:5167563ms step_avg:722.84ms
step:7160/40500 train_loss:1.6910 aux_loss:0.0029 train_time:5168283ms step_avg:722.84ms
step:7161/40500 train_loss:1.6518 aux_loss:0.0028 train_time:5169002ms step_avg:722.84ms
step:7162/40500 train_loss:1.6860 aux_loss:0.0031 train_time:5169723ms step_avg:722.84ms
step:7163/40500 train_loss:1.7133 aux_loss:0.0034 train_time:5170443ms step_avg:722.84ms
step:7164/40500 train_loss:1.7569 aux_loss:0.0034 train_time:5171162ms step_avg:722.84ms
step:7165/40500 train_loss:1.6766 aux_loss:0.0030 train_time:5171882ms step_avg:722.83ms
step:7166/40500 train_loss:1.7374 aux_loss:0.0032 train_time:5172603ms step_avg:722.83ms
step:7167/40500 train_loss:1.7142 aux_loss:0.0031 train_time:5173322ms step_avg:722.83ms
step:7168/40500 train_loss:1.7059 aux_loss:0.0032 train_time:5174042ms step_avg:722.83ms
step:7169/40500 train_loss:1.7622 aux_loss:0.0032 train_time:5174762ms step_avg:722.83ms
step:7170/40500 train_loss:1.7926 aux_loss:0.0033 train_time:5175482ms step_avg:722.83ms
step:7171/40500 train_loss:1.6909 aux_loss:0.0032 train_time:5176203ms step_avg:722.83ms
step:7172/40500 train_loss:1.7206 aux_loss:0.0031 train_time:5176923ms step_avg:722.83ms
step:7173/40500 train_loss:1.6942 aux_loss:0.0031 train_time:5177642ms step_avg:722.83ms
step:7174/40500 train_loss:1.7037 aux_loss:0.0037 train_time:5178360ms step_avg:722.83ms
step:7175/40500 train_loss:1.7560 aux_loss:0.0028 train_time:5179080ms step_avg:722.83ms
step:7176/40500 train_loss:1.7037 aux_loss:0.0029 train_time:5179800ms step_avg:722.83ms
step:7177/40500 train_loss:1.7680 aux_loss:0.0030 train_time:5180520ms step_avg:722.83ms
step:7178/40500 train_loss:1.6674 aux_loss:0.0032 train_time:5181241ms step_avg:722.83ms
step:7179/40500 train_loss:1.7076 aux_loss:0.0032 train_time:5181961ms step_avg:722.83ms
step:7180/40500 train_loss:1.7393 aux_loss:0.0032 train_time:5182679ms step_avg:722.83ms
step:7181/40500 train_loss:1.7282 aux_loss:0.0032 train_time:5183399ms step_avg:722.83ms
step:7182/40500 train_loss:1.6590 aux_loss:0.0034 train_time:5184118ms step_avg:722.83ms
step:7183/40500 train_loss:1.7210 aux_loss:0.0032 train_time:5184838ms step_avg:722.83ms
step:7184/40500 train_loss:1.6833 aux_loss:0.0030 train_time:5185558ms step_avg:722.83ms
step:7185/40500 train_loss:1.7614 aux_loss:0.0031 train_time:5186280ms step_avg:722.83ms
step:7186/40500 train_loss:1.7306 aux_loss:0.0028 train_time:5186999ms step_avg:722.83ms
step:7187/40500 train_loss:1.7393 aux_loss:0.0028 train_time:5187719ms step_avg:722.83ms
step:7188/40500 train_loss:1.7275 aux_loss:0.0031 train_time:5188438ms step_avg:722.83ms
step:7189/40500 train_loss:1.6927 aux_loss:0.0032 train_time:5189157ms step_avg:722.82ms
step:7190/40500 train_loss:1.7520 aux_loss:0.0030 train_time:5189877ms step_avg:722.82ms
step:7191/40500 train_loss:1.7268 aux_loss:0.0029 train_time:5190597ms step_avg:722.82ms
step:7192/40500 train_loss:1.7984 aux_loss:0.0032 train_time:5191317ms step_avg:722.82ms
step:7193/40500 train_loss:1.8305 aux_loss:0.0031 train_time:5192037ms step_avg:722.82ms
step:7194/40500 train_loss:1.7066 aux_loss:0.0031 train_time:5192756ms step_avg:722.82ms
step:7195/40500 train_loss:1.7212 aux_loss:0.0030 train_time:5193478ms step_avg:722.82ms
step:7196/40500 train_loss:1.7634 aux_loss:0.0031 train_time:5194197ms step_avg:722.82ms
step:7197/40500 train_loss:1.7365 aux_loss:0.0032 train_time:5194918ms step_avg:722.82ms
step:7198/40500 train_loss:1.7374 aux_loss:0.0030 train_time:5195636ms step_avg:722.82ms
step:7199/40500 train_loss:1.7801 aux_loss:0.0030 train_time:5196356ms step_avg:722.82ms
step:7200/40500 train_loss:1.7837 aux_loss:0.0052 train_time:5197075ms step_avg:722.82ms
step:7201/40500 train_loss:1.6765 aux_loss:0.0030 train_time:5197795ms step_avg:722.82ms
step:7202/40500 train_loss:1.7255 aux_loss:0.0031 train_time:5198513ms step_avg:722.82ms
step:7203/40500 train_loss:1.7541 aux_loss:0.0034 train_time:5199233ms step_avg:722.82ms
step:7204/40500 train_loss:1.7701 aux_loss:0.0029 train_time:5199955ms step_avg:722.82ms
step:7205/40500 train_loss:1.6812 aux_loss:0.0027 train_time:5200675ms step_avg:722.82ms
step:7206/40500 train_loss:1.7601 aux_loss:0.0032 train_time:5201394ms step_avg:722.82ms
step:7207/40500 train_loss:1.7304 aux_loss:0.0031 train_time:5202114ms step_avg:722.82ms
step:7208/40500 train_loss:1.7246 aux_loss:0.0030 train_time:5202835ms step_avg:722.82ms
step:7209/40500 train_loss:1.7289 aux_loss:0.0033 train_time:5203552ms step_avg:722.82ms
step:7210/40500 train_loss:1.7860 aux_loss:0.0032 train_time:5204273ms step_avg:722.82ms
step:7211/40500 train_loss:1.7485 aux_loss:0.0028 train_time:5204993ms step_avg:722.82ms
step:7212/40500 train_loss:1.7786 aux_loss:0.0030 train_time:5205712ms step_avg:722.81ms
step:7213/40500 train_loss:1.6747 aux_loss:0.0031 train_time:5206433ms step_avg:722.81ms
step:7214/40500 train_loss:1.7212 aux_loss:0.0032 train_time:5207152ms step_avg:722.81ms
step:7215/40500 train_loss:1.7659 aux_loss:0.0032 train_time:5207872ms step_avg:722.81ms
step:7216/40500 train_loss:1.7763 aux_loss:0.0032 train_time:5208592ms step_avg:722.81ms
step:7217/40500 train_loss:1.6844 aux_loss:0.0033 train_time:5209312ms step_avg:722.81ms
step:7218/40500 train_loss:1.6923 aux_loss:0.0031 train_time:5210032ms step_avg:722.81ms
step:7219/40500 train_loss:1.7375 aux_loss:0.0031 train_time:5210752ms step_avg:722.81ms
step:7220/40500 train_loss:1.6790 aux_loss:0.0031 train_time:5211471ms step_avg:722.81ms
step:7221/40500 train_loss:1.7136 aux_loss:0.0031 train_time:5212191ms step_avg:722.81ms
step:7222/40500 train_loss:1.6967 aux_loss:0.0030 train_time:5212911ms step_avg:722.81ms
step:7223/40500 train_loss:1.6770 aux_loss:0.0031 train_time:5213630ms step_avg:722.81ms
step:7224/40500 train_loss:1.7240 aux_loss:0.0031 train_time:5214351ms step_avg:722.81ms
step:7225/40500 train_loss:1.7548 aux_loss:0.0029 train_time:5215071ms step_avg:722.81ms
step:7226/40500 train_loss:1.7096 aux_loss:0.0031 train_time:5215791ms step_avg:722.81ms
step:7227/40500 train_loss:1.6867 aux_loss:0.0029 train_time:5216511ms step_avg:722.81ms
step:7228/40500 train_loss:1.7378 aux_loss:0.0029 train_time:5217231ms step_avg:722.81ms
step:7229/40500 train_loss:1.7306 aux_loss:0.0033 train_time:5217952ms step_avg:722.81ms
step:7230/40500 train_loss:1.7256 aux_loss:0.0031 train_time:5218670ms step_avg:722.81ms
step:7231/40500 train_loss:1.7469 aux_loss:0.0029 train_time:5219389ms step_avg:722.81ms
step:7232/40500 train_loss:1.7222 aux_loss:0.0029 train_time:5220111ms step_avg:722.81ms
step:7233/40500 train_loss:1.7058 aux_loss:0.0031 train_time:5220829ms step_avg:722.81ms
step:7234/40500 train_loss:1.7629 aux_loss:0.0031 train_time:5221548ms step_avg:722.81ms
step:7235/40500 train_loss:1.6758 aux_loss:0.0030 train_time:5222267ms step_avg:722.81ms
step:7236/40500 train_loss:1.7317 aux_loss:0.0032 train_time:5222987ms step_avg:722.80ms
step:7237/40500 train_loss:1.7445 aux_loss:0.0031 train_time:5223706ms step_avg:722.80ms
step:7238/40500 train_loss:1.7136 aux_loss:0.0031 train_time:5224427ms step_avg:722.80ms
step:7239/40500 train_loss:1.7346 aux_loss:0.0031 train_time:5225148ms step_avg:722.80ms
step:7240/40500 train_loss:1.7176 aux_loss:0.0028 train_time:5225867ms step_avg:722.80ms
step:7241/40500 train_loss:1.6748 aux_loss:0.0030 train_time:5226587ms step_avg:722.80ms
step:7242/40500 train_loss:1.7644 aux_loss:0.0032 train_time:5227307ms step_avg:722.80ms
step:7243/40500 train_loss:1.8057 aux_loss:0.0030 train_time:5228026ms step_avg:722.80ms
step:7244/40500 train_loss:1.7817 aux_loss:0.0028 train_time:5228745ms step_avg:722.80ms
step:7245/40500 train_loss:1.6790 aux_loss:0.0030 train_time:5229465ms step_avg:722.80ms
step:7246/40500 train_loss:1.6901 aux_loss:0.0037 train_time:5230189ms step_avg:722.80ms
step:7247/40500 train_loss:1.7364 aux_loss:0.0031 train_time:5230906ms step_avg:722.80ms
step:7248/40500 train_loss:1.7651 aux_loss:0.0031 train_time:5231624ms step_avg:722.80ms
step:7249/40500 train_loss:1.7206 aux_loss:0.0030 train_time:5232346ms step_avg:722.80ms
step:7250/40500 train_loss:1.6945 aux_loss:0.0028 train_time:5233065ms step_avg:722.80ms
step:7251/40500 train_loss:1.7219 aux_loss:0.0030 train_time:5233782ms step_avg:722.80ms
step:7252/40500 train_loss:1.7515 aux_loss:0.0030 train_time:5234504ms step_avg:722.80ms
step:7253/40500 train_loss:1.7026 aux_loss:0.0031 train_time:5235224ms step_avg:722.80ms
step:7254/40500 train_loss:1.7028 aux_loss:0.0030 train_time:5235944ms step_avg:722.80ms
step:7255/40500 train_loss:1.7661 aux_loss:0.0030 train_time:5236664ms step_avg:722.80ms
step:7256/40500 train_loss:1.7197 aux_loss:0.0032 train_time:5237384ms step_avg:722.80ms
step:7257/40500 train_loss:1.6876 aux_loss:0.0030 train_time:5238105ms step_avg:722.80ms
step:7258/40500 train_loss:1.7456 aux_loss:0.0029 train_time:5238824ms step_avg:722.80ms
step:7259/40500 train_loss:1.6561 aux_loss:0.0029 train_time:5239543ms step_avg:722.80ms
step:7260/40500 train_loss:1.7784 aux_loss:0.0032 train_time:5240264ms step_avg:722.80ms
step:7261/40500 train_loss:1.7415 aux_loss:0.0031 train_time:5240983ms step_avg:722.79ms
step:7262/40500 train_loss:1.7265 aux_loss:0.0030 train_time:5241703ms step_avg:722.79ms
step:7263/40500 train_loss:1.7619 aux_loss:0.0031 train_time:5242422ms step_avg:722.79ms
step:7264/40500 train_loss:1.7048 aux_loss:0.0032 train_time:5243142ms step_avg:722.79ms
step:7265/40500 train_loss:1.7455 aux_loss:0.0031 train_time:5243861ms step_avg:722.79ms
step:7266/40500 train_loss:1.7504 aux_loss:0.0043 train_time:5244581ms step_avg:722.79ms
step:7267/40500 train_loss:1.8159 aux_loss:0.0031 train_time:5245301ms step_avg:722.79ms
step:7268/40500 train_loss:1.8049 aux_loss:0.0031 train_time:5246021ms step_avg:722.79ms
step:7269/40500 train_loss:1.7630 aux_loss:0.0030 train_time:5246742ms step_avg:722.79ms
step:7270/40500 train_loss:1.7341 aux_loss:0.0030 train_time:5247461ms step_avg:722.79ms
step:7271/40500 train_loss:1.7123 aux_loss:0.0032 train_time:5248181ms step_avg:722.79ms
step:7272/40500 train_loss:1.8012 aux_loss:0.0030 train_time:5248900ms step_avg:722.79ms
step:7273/40500 train_loss:1.7060 aux_loss:0.0028 train_time:5249620ms step_avg:722.79ms
step:7274/40500 train_loss:1.7841 aux_loss:0.0029 train_time:5250340ms step_avg:722.79ms
step:7275/40500 train_loss:1.7851 aux_loss:0.0031 train_time:5251059ms step_avg:722.79ms
step:7276/40500 train_loss:1.7271 aux_loss:0.0032 train_time:5251780ms step_avg:722.79ms
step:7277/40500 train_loss:1.7620 aux_loss:0.0031 train_time:5252499ms step_avg:722.79ms
step:7278/40500 train_loss:1.7461 aux_loss:0.0032 train_time:5253218ms step_avg:722.79ms
step:7279/40500 train_loss:1.7214 aux_loss:0.0030 train_time:5253938ms step_avg:722.79ms
step:7280/40500 train_loss:1.7119 aux_loss:0.0030 train_time:5254659ms step_avg:722.79ms
step:7281/40500 train_loss:1.7406 aux_loss:0.0031 train_time:5255379ms step_avg:722.79ms
step:7282/40500 train_loss:1.7355 aux_loss:0.0032 train_time:5256099ms step_avg:722.79ms
step:7283/40500 train_loss:1.7411 aux_loss:0.0031 train_time:5256819ms step_avg:722.79ms
step:7284/40500 train_loss:1.7214 aux_loss:0.0029 train_time:5257539ms step_avg:722.79ms
step:7285/40500 train_loss:1.7168 aux_loss:0.0031 train_time:5258259ms step_avg:722.78ms
step:7286/40500 train_loss:1.7754 aux_loss:0.0031 train_time:5258978ms step_avg:722.78ms
step:7287/40500 train_loss:1.7706 aux_loss:0.0030 train_time:5259697ms step_avg:722.78ms
step:7288/40500 train_loss:1.7996 aux_loss:0.0029 train_time:5260417ms step_avg:722.78ms
step:7289/40500 train_loss:1.6795 aux_loss:0.0030 train_time:5261136ms step_avg:722.78ms
step:7290/40500 train_loss:1.6558 aux_loss:0.0032 train_time:5261857ms step_avg:722.78ms
step:7291/40500 train_loss:1.7653 aux_loss:0.0033 train_time:5262576ms step_avg:722.78ms
step:7292/40500 train_loss:1.7482 aux_loss:0.0030 train_time:5263298ms step_avg:722.78ms
step:7293/40500 train_loss:1.7395 aux_loss:0.0031 train_time:5264019ms step_avg:722.78ms
step:7294/40500 train_loss:1.7741 aux_loss:0.0031 train_time:5264739ms step_avg:722.78ms
step:7295/40500 train_loss:1.7113 aux_loss:0.0033 train_time:5265461ms step_avg:722.78ms
step:7296/40500 train_loss:1.7216 aux_loss:0.0031 train_time:5266179ms step_avg:722.78ms
step:7297/40500 train_loss:1.7200 aux_loss:0.0030 train_time:5266899ms step_avg:722.78ms
step:7298/40500 train_loss:1.7021 aux_loss:0.0029 train_time:5267619ms step_avg:722.78ms
step:7299/40500 train_loss:1.7113 aux_loss:0.0030 train_time:5268337ms step_avg:722.78ms
step:7300/40500 train_loss:1.7523 aux_loss:0.0030 train_time:5269055ms step_avg:722.78ms
step:7301/40500 train_loss:1.7507 aux_loss:0.0032 train_time:5269777ms step_avg:722.78ms
step:7302/40500 train_loss:1.7358 aux_loss:0.0030 train_time:5270495ms step_avg:722.78ms
step:7303/40500 train_loss:1.7697 aux_loss:0.0032 train_time:5271214ms step_avg:722.78ms
step:7304/40500 train_loss:1.7496 aux_loss:0.0032 train_time:5271935ms step_avg:722.78ms
step:7305/40500 train_loss:1.7603 aux_loss:0.0032 train_time:5272655ms step_avg:722.78ms
step:7306/40500 train_loss:1.7609 aux_loss:0.0029 train_time:5273376ms step_avg:722.78ms
step:7307/40500 train_loss:1.7847 aux_loss:0.0030 train_time:5274095ms step_avg:722.78ms
step:7308/40500 train_loss:1.7424 aux_loss:0.0031 train_time:5274814ms step_avg:722.78ms
step:7309/40500 train_loss:1.7412 aux_loss:0.0032 train_time:5275534ms step_avg:722.77ms
step:7310/40500 train_loss:1.7680 aux_loss:0.0033 train_time:5276253ms step_avg:722.77ms
step:7311/40500 train_loss:1.6744 aux_loss:0.0031 train_time:5276973ms step_avg:722.77ms
step:7312/40500 train_loss:1.7437 aux_loss:0.0032 train_time:5277692ms step_avg:722.77ms
step:7313/40500 train_loss:1.7300 aux_loss:0.0030 train_time:5278413ms step_avg:722.77ms
step:7314/40500 train_loss:1.7990 aux_loss:0.0031 train_time:5279132ms step_avg:722.77ms
step:7315/40500 train_loss:1.7618 aux_loss:0.0031 train_time:5279851ms step_avg:722.77ms
step:7316/40500 train_loss:1.7420 aux_loss:0.0031 train_time:5280572ms step_avg:722.77ms
step:7317/40500 train_loss:1.7988 aux_loss:0.0032 train_time:5281292ms step_avg:722.77ms
step:7318/40500 train_loss:1.7341 aux_loss:0.0034 train_time:5282012ms step_avg:722.77ms
step:7319/40500 train_loss:1.7285 aux_loss:0.0028 train_time:5282732ms step_avg:722.77ms
step:7320/40500 train_loss:1.6618 aux_loss:0.0029 train_time:5283453ms step_avg:722.77ms
step:7321/40500 train_loss:1.7772 aux_loss:0.0032 train_time:5284171ms step_avg:722.77ms
step:7322/40500 train_loss:1.6947 aux_loss:0.0032 train_time:5284890ms step_avg:722.77ms
step:7323/40500 train_loss:1.7097 aux_loss:0.0029 train_time:5285611ms step_avg:722.77ms
step:7324/40500 train_loss:1.6704 aux_loss:0.0028 train_time:5286330ms step_avg:722.77ms
step:7325/40500 train_loss:1.6737 aux_loss:0.0029 train_time:5287052ms step_avg:722.77ms
step:7326/40500 train_loss:1.7044 aux_loss:0.0030 train_time:5287770ms step_avg:722.77ms
step:7327/40500 train_loss:1.7484 aux_loss:0.0030 train_time:5288490ms step_avg:722.77ms
step:7328/40500 train_loss:1.7070 aux_loss:0.0029 train_time:5289209ms step_avg:722.77ms
step:7329/40500 train_loss:1.6891 aux_loss:0.0030 train_time:5289929ms step_avg:722.77ms
step:7330/40500 train_loss:1.6565 aux_loss:0.0031 train_time:5290648ms step_avg:722.77ms
step:7331/40500 train_loss:1.6565 aux_loss:0.0029 train_time:5291368ms step_avg:722.77ms
step:7332/40500 train_loss:1.6927 aux_loss:0.0030 train_time:5292089ms step_avg:722.77ms
step:7333/40500 train_loss:1.7476 aux_loss:0.0032 train_time:5292808ms step_avg:722.77ms
step:7334/40500 train_loss:1.7092 aux_loss:0.0031 train_time:5293529ms step_avg:722.76ms
step:7335/40500 train_loss:1.6951 aux_loss:0.0030 train_time:5294247ms step_avg:722.76ms
step:7336/40500 train_loss:1.6780 aux_loss:0.0031 train_time:5294966ms step_avg:722.76ms
step:7337/40500 train_loss:1.6916 aux_loss:0.0035 train_time:5295686ms step_avg:722.76ms
step:7338/40500 train_loss:1.7511 aux_loss:0.0030 train_time:5296407ms step_avg:722.76ms
step:7339/40500 train_loss:1.7773 aux_loss:0.0030 train_time:5297127ms step_avg:722.76ms
step:7340/40500 train_loss:1.6894 aux_loss:0.0029 train_time:5297847ms step_avg:722.76ms
step:7341/40500 train_loss:1.7404 aux_loss:0.0030 train_time:5298567ms step_avg:722.76ms
step:7342/40500 train_loss:1.6992 aux_loss:0.0030 train_time:5299287ms step_avg:722.76ms
step:7343/40500 train_loss:1.7287 aux_loss:0.0030 train_time:5300007ms step_avg:722.76ms
step:7344/40500 train_loss:1.7588 aux_loss:0.0028 train_time:5300727ms step_avg:722.76ms
step:7345/40500 train_loss:1.6774 aux_loss:0.0030 train_time:5301447ms step_avg:722.76ms
step:7346/40500 train_loss:1.7398 aux_loss:0.0032 train_time:5302167ms step_avg:722.76ms
step:7347/40500 train_loss:1.7312 aux_loss:0.0030 train_time:5302885ms step_avg:722.76ms
step:7348/40500 train_loss:1.7553 aux_loss:0.0032 train_time:5303607ms step_avg:722.76ms
step:7349/40500 train_loss:1.7912 aux_loss:0.0033 train_time:5304325ms step_avg:722.76ms
step:7350/40500 train_loss:1.7646 aux_loss:0.0033 train_time:5305045ms step_avg:722.76ms
step:7351/40500 train_loss:1.7458 aux_loss:0.0039 train_time:5305765ms step_avg:722.76ms
step:7352/40500 train_loss:1.7294 aux_loss:0.0031 train_time:5306484ms step_avg:722.76ms
step:7353/40500 train_loss:1.7355 aux_loss:0.0031 train_time:5307205ms step_avg:722.76ms
step:7354/40500 train_loss:1.6825 aux_loss:0.0031 train_time:5307924ms step_avg:722.76ms
step:7355/40500 train_loss:1.6920 aux_loss:0.0032 train_time:5308644ms step_avg:722.76ms
step:7356/40500 train_loss:1.7290 aux_loss:0.0031 train_time:5309363ms step_avg:722.76ms
step:7357/40500 train_loss:1.7295 aux_loss:0.0035 train_time:5310083ms step_avg:722.76ms
step:7358/40500 train_loss:1.7330 aux_loss:0.0030 train_time:5310802ms step_avg:722.75ms
step:7359/40500 train_loss:1.6847 aux_loss:0.0030 train_time:5311522ms step_avg:722.75ms
step:7360/40500 train_loss:1.7414 aux_loss:0.0031 train_time:5312242ms step_avg:722.75ms
step:7361/40500 train_loss:1.7820 aux_loss:0.0030 train_time:5312961ms step_avg:722.75ms
step:7362/40500 train_loss:1.6962 aux_loss:0.0029 train_time:5313684ms step_avg:722.75ms
step:7363/40500 train_loss:1.6749 aux_loss:0.0031 train_time:5314403ms step_avg:722.75ms
step:7364/40500 train_loss:1.7203 aux_loss:0.0032 train_time:5315123ms step_avg:722.75ms
step:7365/40500 train_loss:1.7243 aux_loss:0.0030 train_time:5315844ms step_avg:722.75ms
step:7366/40500 train_loss:1.6982 aux_loss:0.0033 train_time:5316562ms step_avg:722.75ms
step:7367/40500 train_loss:1.7338 aux_loss:0.0031 train_time:5317283ms step_avg:722.75ms
step:7368/40500 train_loss:1.7721 aux_loss:0.0032 train_time:5318003ms step_avg:722.75ms
step:7369/40500 train_loss:1.6748 aux_loss:0.0030 train_time:5318722ms step_avg:722.75ms
step:7370/40500 train_loss:1.6898 aux_loss:0.0031 train_time:5319440ms step_avg:722.75ms
step:7371/40500 train_loss:1.7313 aux_loss:0.0032 train_time:5320158ms step_avg:722.75ms
step:7372/40500 train_loss:1.7033 aux_loss:0.0033 train_time:5320880ms step_avg:722.75ms
step:7373/40500 train_loss:1.7257 aux_loss:0.0029 train_time:5321598ms step_avg:722.75ms
step:7374/40500 train_loss:1.6637 aux_loss:0.0032 train_time:5322318ms step_avg:722.75ms
step:7375/40500 train_loss:1.7630 aux_loss:0.0033 train_time:5323039ms step_avg:722.75ms
step:7376/40500 train_loss:1.7053 aux_loss:0.0032 train_time:5323761ms step_avg:722.75ms
step:7377/40500 train_loss:1.7036 aux_loss:0.0030 train_time:5324480ms step_avg:722.75ms
step:7378/40500 train_loss:1.7456 aux_loss:0.0029 train_time:5325199ms step_avg:722.75ms
step:7379/40500 train_loss:1.6970 aux_loss:0.0030 train_time:5325920ms step_avg:722.75ms
step:7380/40500 train_loss:1.7420 aux_loss:0.0033 train_time:5326640ms step_avg:722.75ms
step:7381/40500 train_loss:1.6812 aux_loss:0.0032 train_time:5327359ms step_avg:722.75ms
step:7382/40500 train_loss:1.7444 aux_loss:0.0030 train_time:5328078ms step_avg:722.75ms
step:7383/40500 train_loss:1.7333 aux_loss:0.0029 train_time:5328797ms step_avg:722.74ms
step:7384/40500 train_loss:1.7098 aux_loss:0.0031 train_time:5329515ms step_avg:722.74ms
step:7385/40500 train_loss:1.7421 aux_loss:0.0031 train_time:5330236ms step_avg:722.74ms
step:7386/40500 train_loss:1.7598 aux_loss:0.0031 train_time:5330957ms step_avg:722.74ms
step:7387/40500 train_loss:1.7615 aux_loss:0.0030 train_time:5331674ms step_avg:722.74ms
step:7388/40500 train_loss:1.6791 aux_loss:0.0029 train_time:5332394ms step_avg:722.74ms
step:7389/40500 train_loss:1.6953 aux_loss:0.0030 train_time:5333115ms step_avg:722.74ms
step:7390/40500 train_loss:1.6806 aux_loss:0.0030 train_time:5333835ms step_avg:722.74ms
step:7391/40500 train_loss:1.7688 aux_loss:0.0030 train_time:5334555ms step_avg:722.74ms
step:7392/40500 train_loss:1.7666 aux_loss:0.0029 train_time:5335276ms step_avg:722.74ms
step:7393/40500 train_loss:1.7814 aux_loss:0.0029 train_time:5335996ms step_avg:722.74ms
step:7394/40500 train_loss:1.7078 aux_loss:0.0031 train_time:5336717ms step_avg:722.74ms
step:7395/40500 train_loss:1.6799 aux_loss:0.0031 train_time:5337437ms step_avg:722.74ms
step:7396/40500 train_loss:1.6737 aux_loss:0.0030 train_time:5338156ms step_avg:722.74ms
step:7397/40500 train_loss:1.7525 aux_loss:0.0031 train_time:5338876ms step_avg:722.74ms
step:7398/40500 train_loss:1.7425 aux_loss:0.0029 train_time:5339595ms step_avg:722.74ms
step:7399/40500 train_loss:1.7620 aux_loss:0.0031 train_time:5340315ms step_avg:722.74ms
step:7400/40500 train_loss:1.7511 aux_loss:0.0029 train_time:5341035ms step_avg:722.74ms
step:7401/40500 train_loss:1.7267 aux_loss:0.0028 train_time:5341754ms step_avg:722.74ms
step:7402/40500 train_loss:1.7014 aux_loss:0.0030 train_time:5342475ms step_avg:722.74ms
step:7403/40500 train_loss:1.7174 aux_loss:0.0030 train_time:5343195ms step_avg:722.74ms
step:7404/40500 train_loss:1.7067 aux_loss:0.0032 train_time:5343913ms step_avg:722.74ms
step:7405/40500 train_loss:1.7481 aux_loss:0.0031 train_time:5344635ms step_avg:722.74ms
step:7406/40500 train_loss:1.7653 aux_loss:0.0029 train_time:5345354ms step_avg:722.74ms
step:7407/40500 train_loss:1.7918 aux_loss:0.0031 train_time:5346073ms step_avg:722.74ms
step:7408/40500 train_loss:1.7277 aux_loss:0.0030 train_time:5346793ms step_avg:722.73ms
step:7409/40500 train_loss:1.6985 aux_loss:0.0030 train_time:5347513ms step_avg:722.73ms
step:7410/40500 train_loss:1.7035 aux_loss:0.0029 train_time:5348233ms step_avg:722.73ms
step:7411/40500 train_loss:1.6299 aux_loss:0.0030 train_time:5348954ms step_avg:722.73ms
step:7412/40500 train_loss:1.7633 aux_loss:0.0029 train_time:5349673ms step_avg:722.73ms
step:7413/40500 train_loss:1.7704 aux_loss:0.0032 train_time:5350392ms step_avg:722.73ms
step:7414/40500 train_loss:1.7620 aux_loss:0.0030 train_time:5351112ms step_avg:722.73ms
step:7415/40500 train_loss:1.7578 aux_loss:0.0027 train_time:5351832ms step_avg:722.73ms
step:7416/40500 train_loss:1.6602 aux_loss:0.0031 train_time:5352552ms step_avg:722.73ms
step:7417/40500 train_loss:1.7152 aux_loss:0.0031 train_time:5353271ms step_avg:722.73ms
step:7418/40500 train_loss:1.7290 aux_loss:0.0030 train_time:5353992ms step_avg:722.73ms
step:7419/40500 train_loss:1.7378 aux_loss:0.0030 train_time:5354712ms step_avg:722.73ms
step:7420/40500 train_loss:1.7148 aux_loss:0.0030 train_time:5355431ms step_avg:722.73ms
step:7421/40500 train_loss:1.7597 aux_loss:0.0029 train_time:5356151ms step_avg:722.73ms
step:7422/40500 train_loss:1.7281 aux_loss:0.0030 train_time:5356870ms step_avg:722.73ms
step:7423/40500 train_loss:1.6882 aux_loss:0.0028 train_time:5357590ms step_avg:722.73ms
step:7424/40500 train_loss:1.7288 aux_loss:0.0029 train_time:5358310ms step_avg:722.73ms
step:7425/40500 train_loss:1.7300 aux_loss:0.0031 train_time:5359030ms step_avg:722.73ms
step:7426/40500 train_loss:1.7520 aux_loss:0.0030 train_time:5359749ms step_avg:722.73ms
step:7427/40500 train_loss:1.6967 aux_loss:0.0031 train_time:5360469ms step_avg:722.73ms
step:7428/40500 train_loss:1.7098 aux_loss:0.0032 train_time:5361190ms step_avg:722.73ms
step:7429/40500 train_loss:1.7131 aux_loss:0.0029 train_time:5361909ms step_avg:722.73ms
step:7430/40500 train_loss:1.6941 aux_loss:0.0030 train_time:5362629ms step_avg:722.73ms
step:7431/40500 train_loss:1.7643 aux_loss:0.0030 train_time:5363348ms step_avg:722.73ms
step:7432/40500 train_loss:1.7318 aux_loss:0.0029 train_time:5364068ms step_avg:722.73ms
step:7433/40500 train_loss:1.7007 aux_loss:0.0028 train_time:5364787ms step_avg:722.72ms
step:7434/40500 train_loss:1.7388 aux_loss:0.0031 train_time:5365507ms step_avg:722.72ms
step:7435/40500 train_loss:1.7416 aux_loss:0.0031 train_time:5366226ms step_avg:722.72ms
step:7436/40500 train_loss:1.7329 aux_loss:0.0028 train_time:5366946ms step_avg:722.72ms
step:7437/40500 train_loss:1.7419 aux_loss:0.0031 train_time:5367668ms step_avg:722.72ms
step:7438/40500 train_loss:1.7066 aux_loss:0.0029 train_time:5368387ms step_avg:722.72ms
step:7439/40500 train_loss:1.7528 aux_loss:0.0027 train_time:5369106ms step_avg:722.72ms
step:7440/40500 train_loss:1.7359 aux_loss:0.0030 train_time:5369824ms step_avg:722.72ms
step:7441/40500 train_loss:1.7432 aux_loss:0.0032 train_time:5370545ms step_avg:722.72ms
step:7442/40500 train_loss:1.7202 aux_loss:0.0032 train_time:5371265ms step_avg:722.72ms
step:7443/40500 train_loss:1.7584 aux_loss:0.0037 train_time:5371985ms step_avg:722.72ms
step:7444/40500 train_loss:1.7597 aux_loss:0.0033 train_time:5372705ms step_avg:722.72ms
step:7445/40500 train_loss:1.7019 aux_loss:0.0029 train_time:5373425ms step_avg:722.72ms
step:7446/40500 train_loss:1.7270 aux_loss:0.0031 train_time:5374146ms step_avg:722.72ms
step:7447/40500 train_loss:1.7384 aux_loss:0.0033 train_time:5374865ms step_avg:722.72ms
step:7448/40500 train_loss:1.7206 aux_loss:0.0030 train_time:5375583ms step_avg:722.72ms
step:7449/40500 train_loss:1.7351 aux_loss:0.0029 train_time:5376304ms step_avg:722.72ms
step:7450/40500 train_loss:1.7128 aux_loss:0.0030 train_time:5377022ms step_avg:722.72ms
step:7451/40500 train_loss:1.7224 aux_loss:0.0029 train_time:5377744ms step_avg:722.72ms
step:7452/40500 train_loss:1.6653 aux_loss:0.0030 train_time:5378461ms step_avg:722.72ms
step:7453/40500 train_loss:1.7465 aux_loss:0.0030 train_time:5379184ms step_avg:722.72ms
step:7454/40500 train_loss:1.7508 aux_loss:0.0030 train_time:5379903ms step_avg:722.72ms
step:7455/40500 train_loss:1.7304 aux_loss:0.0029 train_time:5380622ms step_avg:722.72ms
step:7456/40500 train_loss:1.7169 aux_loss:0.0031 train_time:5381342ms step_avg:722.72ms
step:7457/40500 train_loss:1.7971 aux_loss:0.0032 train_time:5382064ms step_avg:722.72ms
step:7458/40500 train_loss:1.7073 aux_loss:0.0030 train_time:5382783ms step_avg:722.72ms
step:7459/40500 train_loss:1.7551 aux_loss:0.0030 train_time:5383503ms step_avg:722.71ms
step:7460/40500 train_loss:1.7622 aux_loss:0.0029 train_time:5384224ms step_avg:722.71ms
step:7461/40500 train_loss:1.6818 aux_loss:0.0029 train_time:5384941ms step_avg:722.71ms
step:7462/40500 train_loss:1.7410 aux_loss:0.0029 train_time:5385661ms step_avg:722.71ms
step:7463/40500 train_loss:1.7575 aux_loss:0.0030 train_time:5386385ms step_avg:722.71ms
step:7464/40500 train_loss:1.6781 aux_loss:0.0032 train_time:5387103ms step_avg:722.71ms
step:7465/40500 train_loss:1.7755 aux_loss:0.0030 train_time:5387824ms step_avg:722.71ms
step:7466/40500 train_loss:1.7197 aux_loss:0.0031 train_time:5388544ms step_avg:722.71ms
step:7467/40500 train_loss:1.7115 aux_loss:0.0032 train_time:5389261ms step_avg:722.71ms
step:7468/40500 train_loss:1.6607 aux_loss:0.0031 train_time:5389980ms step_avg:722.71ms
step:7469/40500 train_loss:1.7165 aux_loss:0.0034 train_time:5390699ms step_avg:722.71ms
step:7470/40500 train_loss:1.7017 aux_loss:0.0032 train_time:5391419ms step_avg:722.71ms
step:7471/40500 train_loss:1.6986 aux_loss:0.0035 train_time:5392138ms step_avg:722.71ms
step:7472/40500 train_loss:1.6884 aux_loss:0.0031 train_time:5392858ms step_avg:722.71ms
step:7473/40500 train_loss:1.6953 aux_loss:0.0038 train_time:5393579ms step_avg:722.71ms
step:7474/40500 train_loss:1.7999 aux_loss:0.0030 train_time:5394301ms step_avg:722.71ms
step:7475/40500 train_loss:1.6675 aux_loss:0.0029 train_time:5395019ms step_avg:722.71ms
step:7476/40500 train_loss:1.6902 aux_loss:0.0029 train_time:5395739ms step_avg:722.71ms
step:7477/40500 train_loss:1.7177 aux_loss:0.0032 train_time:5396458ms step_avg:722.71ms
step:7478/40500 train_loss:1.7144 aux_loss:0.0032 train_time:5397178ms step_avg:722.71ms
step:7479/40500 train_loss:1.7676 aux_loss:0.0029 train_time:5397897ms step_avg:722.71ms
step:7480/40500 train_loss:1.7046 aux_loss:0.0032 train_time:5398618ms step_avg:722.71ms
step:7481/40500 train_loss:1.7526 aux_loss:0.0033 train_time:5399341ms step_avg:722.71ms
step:7482/40500 train_loss:1.7288 aux_loss:0.0031 train_time:5400059ms step_avg:722.71ms
step:7483/40500 train_loss:1.7197 aux_loss:0.0037 train_time:5400779ms step_avg:722.71ms
step:7484/40500 train_loss:1.7053 aux_loss:0.0031 train_time:5401499ms step_avg:722.71ms
step:7485/40500 train_loss:1.7518 aux_loss:0.0031 train_time:5402217ms step_avg:722.70ms
step:7486/40500 train_loss:1.7029 aux_loss:0.0031 train_time:5402938ms step_avg:722.70ms
step:7487/40500 train_loss:1.7055 aux_loss:0.0032 train_time:5403658ms step_avg:722.70ms
step:7488/40500 train_loss:1.7092 aux_loss:0.0029 train_time:5404377ms step_avg:722.70ms
step:7489/40500 train_loss:1.7198 aux_loss:0.0028 train_time:5405096ms step_avg:722.70ms
step:7490/40500 train_loss:1.7115 aux_loss:0.0034 train_time:5405816ms step_avg:722.70ms
step:7491/40500 train_loss:1.7457 aux_loss:0.0030 train_time:5406537ms step_avg:722.70ms
step:7492/40500 train_loss:1.7160 aux_loss:0.0030 train_time:5407256ms step_avg:722.70ms
step:7493/40500 train_loss:1.7095 aux_loss:0.0031 train_time:5407977ms step_avg:722.70ms
step:7494/40500 train_loss:1.7412 aux_loss:0.0030 train_time:5408696ms step_avg:722.70ms
step:7495/40500 train_loss:1.6095 aux_loss:0.0027 train_time:5409415ms step_avg:722.70ms
step:7496/40500 train_loss:1.7102 aux_loss:0.0039 train_time:5410134ms step_avg:722.70ms
step:7497/40500 train_loss:1.7550 aux_loss:0.0031 train_time:5410855ms step_avg:722.70ms
step:7498/40500 train_loss:1.6921 aux_loss:0.0028 train_time:5411575ms step_avg:722.70ms
step:7499/40500 train_loss:1.7630 aux_loss:0.0030 train_time:5412294ms step_avg:722.70ms
step:7500/40500 train_loss:1.7130 aux_loss:0.0032 train_time:5413015ms step_avg:722.70ms
step:7501/40500 train_loss:1.7996 aux_loss:0.0031 train_time:5413735ms step_avg:722.70ms
step:7502/40500 train_loss:1.6976 aux_loss:0.0031 train_time:5414455ms step_avg:722.70ms
step:7503/40500 train_loss:1.7500 aux_loss:0.0034 train_time:5415174ms step_avg:722.70ms
step:7504/40500 train_loss:1.7357 aux_loss:0.0030 train_time:5415894ms step_avg:722.70ms
step:7505/40500 train_loss:1.7081 aux_loss:0.0031 train_time:5416614ms step_avg:722.70ms
step:7506/40500 train_loss:1.6995 aux_loss:0.0041 train_time:5417333ms step_avg:722.70ms
step:7507/40500 train_loss:1.7257 aux_loss:0.0032 train_time:5418054ms step_avg:722.70ms
step:7508/40500 train_loss:1.7228 aux_loss:0.0031 train_time:5418774ms step_avg:722.70ms
step:7509/40500 train_loss:1.6936 aux_loss:0.0031 train_time:5419492ms step_avg:722.70ms
step:7510/40500 train_loss:1.7536 aux_loss:0.0029 train_time:5420214ms step_avg:722.70ms
step:7511/40500 train_loss:1.7414 aux_loss:0.0029 train_time:5420933ms step_avg:722.69ms
step:7512/40500 train_loss:1.7179 aux_loss:0.0032 train_time:5421653ms step_avg:722.69ms
step:7513/40500 train_loss:1.7515 aux_loss:0.0031 train_time:5422373ms step_avg:722.69ms
step:7514/40500 train_loss:1.7373 aux_loss:0.0031 train_time:5423092ms step_avg:722.69ms
step:7515/40500 train_loss:1.7355 aux_loss:0.0033 train_time:5423810ms step_avg:722.69ms
step:7516/40500 train_loss:1.6770 aux_loss:0.0030 train_time:5424531ms step_avg:722.69ms
step:7517/40500 train_loss:1.7695 aux_loss:0.0029 train_time:5425252ms step_avg:722.69ms
step:7518/40500 train_loss:1.7480 aux_loss:0.0030 train_time:5425971ms step_avg:722.69ms
step:7519/40500 train_loss:1.7076 aux_loss:0.0031 train_time:5426691ms step_avg:722.69ms
step:7520/40500 train_loss:1.7161 aux_loss:0.0030 train_time:5427410ms step_avg:722.69ms
step:7521/40500 train_loss:1.7492 aux_loss:0.0031 train_time:5428131ms step_avg:722.69ms
step:7522/40500 train_loss:1.7832 aux_loss:0.0031 train_time:5428850ms step_avg:722.69ms
step:7523/40500 train_loss:1.7719 aux_loss:0.0032 train_time:5429570ms step_avg:722.69ms
step:7524/40500 train_loss:1.6786 aux_loss:0.0028 train_time:5430290ms step_avg:722.69ms
step:7525/40500 train_loss:1.6763 aux_loss:0.0029 train_time:5431009ms step_avg:722.69ms
step:7526/40500 train_loss:1.7767 aux_loss:0.0032 train_time:5431728ms step_avg:722.69ms
step:7527/40500 train_loss:1.7301 aux_loss:0.0031 train_time:5432448ms step_avg:722.69ms
step:7528/40500 train_loss:1.7417 aux_loss:0.0029 train_time:5433169ms step_avg:722.69ms
step:7529/40500 train_loss:1.7099 aux_loss:0.0029 train_time:5433888ms step_avg:722.69ms
step:7530/40500 train_loss:1.7497 aux_loss:0.0029 train_time:5434609ms step_avg:722.69ms
step:7531/40500 train_loss:1.7367 aux_loss:0.0027 train_time:5435329ms step_avg:722.69ms
step:7532/40500 train_loss:1.7833 aux_loss:0.0030 train_time:5436050ms step_avg:722.69ms
step:7533/40500 train_loss:1.6383 aux_loss:0.0034 train_time:5436772ms step_avg:722.69ms
step:7534/40500 train_loss:1.7117 aux_loss:0.0030 train_time:5437490ms step_avg:722.69ms
step:7535/40500 train_loss:1.7126 aux_loss:0.0030 train_time:5438212ms step_avg:722.69ms
step:7536/40500 train_loss:1.7314 aux_loss:0.0032 train_time:5438933ms step_avg:722.69ms
step:7537/40500 train_loss:1.6833 aux_loss:0.0033 train_time:5439652ms step_avg:722.69ms
step:7538/40500 train_loss:1.6885 aux_loss:0.0032 train_time:5440373ms step_avg:722.69ms
step:7539/40500 train_loss:1.7604 aux_loss:0.0030 train_time:5441094ms step_avg:722.68ms
step:7540/40500 train_loss:1.7588 aux_loss:0.0031 train_time:5441812ms step_avg:722.68ms
step:7541/40500 train_loss:1.6962 aux_loss:0.0030 train_time:5442532ms step_avg:722.68ms
step:7542/40500 train_loss:1.7891 aux_loss:0.0029 train_time:5443253ms step_avg:722.68ms
step:7543/40500 train_loss:1.6447 aux_loss:0.0030 train_time:5443973ms step_avg:722.68ms
step:7544/40500 train_loss:1.7158 aux_loss:0.0032 train_time:5444692ms step_avg:722.68ms
step:7545/40500 train_loss:1.7493 aux_loss:0.0032 train_time:5445413ms step_avg:722.68ms
step:7546/40500 train_loss:1.7463 aux_loss:0.0030 train_time:5446135ms step_avg:722.68ms
step:7547/40500 train_loss:1.7191 aux_loss:0.0028 train_time:5446852ms step_avg:722.68ms
step:7548/40500 train_loss:1.7113 aux_loss:0.0031 train_time:5447571ms step_avg:722.68ms
step:7549/40500 train_loss:1.6955 aux_loss:0.0028 train_time:5448293ms step_avg:722.68ms
step:7550/40500 train_loss:1.7362 aux_loss:0.0027 train_time:5449013ms step_avg:722.68ms
step:7551/40500 train_loss:1.7041 aux_loss:0.0030 train_time:5449734ms step_avg:722.68ms
step:7552/40500 train_loss:1.7214 aux_loss:0.0033 train_time:5450455ms step_avg:722.68ms
step:7553/40500 train_loss:1.6953 aux_loss:0.0030 train_time:5451173ms step_avg:722.68ms
step:7554/40500 train_loss:1.6607 aux_loss:0.0029 train_time:5451890ms step_avg:722.68ms
step:7555/40500 train_loss:1.7117 aux_loss:0.0031 train_time:5452613ms step_avg:722.68ms
step:7556/40500 train_loss:1.7258 aux_loss:0.0031 train_time:5453336ms step_avg:722.68ms
step:7557/40500 train_loss:1.7536 aux_loss:0.0030 train_time:5454057ms step_avg:722.68ms
step:7558/40500 train_loss:1.7330 aux_loss:0.0031 train_time:5454776ms step_avg:722.68ms
step:7559/40500 train_loss:1.6944 aux_loss:0.0031 train_time:5455498ms step_avg:722.68ms
step:7560/40500 train_loss:1.7297 aux_loss:0.0030 train_time:5456223ms step_avg:722.68ms
step:7561/40500 train_loss:1.6853 aux_loss:0.0028 train_time:5456942ms step_avg:722.68ms
step:7562/40500 train_loss:1.7055 aux_loss:0.0029 train_time:5457662ms step_avg:722.68ms
step:7563/40500 train_loss:1.6881 aux_loss:0.0031 train_time:5458383ms step_avg:722.68ms
step:7564/40500 train_loss:1.7316 aux_loss:0.0032 train_time:5459101ms step_avg:722.68ms
step:7565/40500 train_loss:1.7258 aux_loss:0.0031 train_time:5459820ms step_avg:722.68ms
step:7566/40500 train_loss:1.7249 aux_loss:0.0032 train_time:5460540ms step_avg:722.68ms
step:7567/40500 train_loss:1.7098 aux_loss:0.0030 train_time:5461261ms step_avg:722.68ms
step:7568/40500 train_loss:1.6830 aux_loss:0.0030 train_time:5461980ms step_avg:722.68ms
step:7569/40500 train_loss:1.7512 aux_loss:0.0033 train_time:5462700ms step_avg:722.67ms
step:7570/40500 train_loss:1.6832 aux_loss:0.0029 train_time:5463420ms step_avg:722.67ms
step:7571/40500 train_loss:1.7711 aux_loss:0.0030 train_time:5464139ms step_avg:722.67ms
step:7572/40500 train_loss:1.7102 aux_loss:0.0030 train_time:5464861ms step_avg:722.67ms
step:7573/40500 train_loss:1.7328 aux_loss:0.0030 train_time:5465578ms step_avg:722.67ms
step:7574/40500 train_loss:1.7848 aux_loss:0.0030 train_time:5466302ms step_avg:722.67ms
step:7575/40500 train_loss:1.7040 aux_loss:0.0032 train_time:5467018ms step_avg:722.67ms
step:7576/40500 train_loss:1.6969 aux_loss:0.0031 train_time:5467740ms step_avg:722.67ms
step:7577/40500 train_loss:1.7320 aux_loss:0.0031 train_time:5468460ms step_avg:722.67ms
step:7578/40500 train_loss:1.7993 aux_loss:0.0030 train_time:5469179ms step_avg:722.67ms
step:7579/40500 train_loss:1.7269 aux_loss:0.0031 train_time:5469900ms step_avg:722.67ms
step:7580/40500 train_loss:1.7046 aux_loss:0.0030 train_time:5470619ms step_avg:722.67ms
step:7581/40500 train_loss:1.7141 aux_loss:0.0029 train_time:5471340ms step_avg:722.67ms
step:7582/40500 train_loss:1.7701 aux_loss:0.0031 train_time:5472059ms step_avg:722.67ms
step:7583/40500 train_loss:1.6855 aux_loss:0.0031 train_time:5472779ms step_avg:722.67ms
step:7584/40500 train_loss:1.8072 aux_loss:0.0030 train_time:5473499ms step_avg:722.67ms
step:7585/40500 train_loss:1.7191 aux_loss:0.0029 train_time:5474216ms step_avg:722.67ms
step:7586/40500 train_loss:1.7458 aux_loss:0.0031 train_time:5474935ms step_avg:722.67ms
step:7587/40500 train_loss:1.6502 aux_loss:0.0030 train_time:5475656ms step_avg:722.67ms
step:7588/40500 train_loss:1.6687 aux_loss:0.0031 train_time:5476377ms step_avg:722.67ms
step:7589/40500 train_loss:1.6881 aux_loss:0.0033 train_time:5477096ms step_avg:722.67ms
step:7590/40500 train_loss:1.6957 aux_loss:0.0032 train_time:5477816ms step_avg:722.67ms
step:7591/40500 train_loss:1.7289 aux_loss:0.0028 train_time:5478537ms step_avg:722.67ms
step:7592/40500 train_loss:1.7498 aux_loss:0.0031 train_time:5479256ms step_avg:722.67ms
step:7593/40500 train_loss:1.7126 aux_loss:0.0031 train_time:5479975ms step_avg:722.67ms
step:7594/40500 train_loss:1.7202 aux_loss:0.0031 train_time:5480693ms step_avg:722.67ms
step:7595/40500 train_loss:1.7048 aux_loss:0.0027 train_time:5481410ms step_avg:722.66ms
step:7596/40500 train_loss:1.7380 aux_loss:0.0029 train_time:5482134ms step_avg:722.66ms
step:7597/40500 train_loss:1.6882 aux_loss:0.0031 train_time:5482855ms step_avg:722.66ms
step:7598/40500 train_loss:1.7494 aux_loss:0.0030 train_time:5483574ms step_avg:722.66ms
step:7599/40500 train_loss:1.7300 aux_loss:0.0031 train_time:5484295ms step_avg:722.66ms
step:7600/40500 train_loss:1.7150 aux_loss:0.0032 train_time:5485014ms step_avg:722.66ms
step:7601/40500 train_loss:1.7684 aux_loss:0.0029 train_time:5485733ms step_avg:722.66ms
step:7602/40500 train_loss:1.7450 aux_loss:0.0028 train_time:5486453ms step_avg:722.66ms
step:7603/40500 train_loss:1.6793 aux_loss:0.0030 train_time:5487174ms step_avg:722.66ms
step:7604/40500 train_loss:1.6806 aux_loss:0.0032 train_time:5487894ms step_avg:722.66ms
step:7605/40500 train_loss:1.7265 aux_loss:0.0031 train_time:5488613ms step_avg:722.66ms
step:7606/40500 train_loss:1.7484 aux_loss:0.0030 train_time:5489333ms step_avg:722.66ms
step:7607/40500 train_loss:1.7686 aux_loss:0.0031 train_time:5490052ms step_avg:722.66ms
step:7608/40500 train_loss:1.7318 aux_loss:0.0030 train_time:5490771ms step_avg:722.66ms
step:7609/40500 train_loss:1.7422 aux_loss:0.0030 train_time:5491492ms step_avg:722.66ms
step:7610/40500 train_loss:1.6868 aux_loss:0.0031 train_time:5492211ms step_avg:722.66ms
step:7611/40500 train_loss:1.7012 aux_loss:0.0032 train_time:5492931ms step_avg:722.66ms
step:7612/40500 train_loss:1.7194 aux_loss:0.0031 train_time:5493651ms step_avg:722.66ms
step:7613/40500 train_loss:1.7869 aux_loss:0.0031 train_time:5494372ms step_avg:722.66ms
step:7614/40500 train_loss:1.7367 aux_loss:0.0030 train_time:5495091ms step_avg:722.66ms
step:7615/40500 train_loss:1.7025 aux_loss:0.0031 train_time:5495810ms step_avg:722.66ms
step:7616/40500 train_loss:1.7579 aux_loss:0.0034 train_time:5496531ms step_avg:722.66ms
step:7617/40500 train_loss:1.7501 aux_loss:0.0030 train_time:5497251ms step_avg:722.66ms
step:7618/40500 train_loss:1.6803 aux_loss:0.0026 train_time:5497971ms step_avg:722.66ms
step:7619/40500 train_loss:1.6878 aux_loss:0.0031 train_time:5498690ms step_avg:722.66ms
step:7620/40500 train_loss:1.7334 aux_loss:0.0032 train_time:5499411ms step_avg:722.66ms
step:7621/40500 train_loss:1.6999 aux_loss:0.0029 train_time:5500129ms step_avg:722.66ms
step:7622/40500 train_loss:1.6770 aux_loss:0.0030 train_time:5500849ms step_avg:722.65ms
step:7623/40500 train_loss:1.6959 aux_loss:0.0032 train_time:5501570ms step_avg:722.65ms
step:7624/40500 train_loss:1.6876 aux_loss:0.0033 train_time:5502290ms step_avg:722.65ms
step:7625/40500 train_loss:1.7316 aux_loss:0.0030 train_time:5503009ms step_avg:722.65ms
step:7626/40500 train_loss:1.7219 aux_loss:0.0033 train_time:5503730ms step_avg:722.65ms
step:7627/40500 train_loss:1.7163 aux_loss:0.0032 train_time:5504450ms step_avg:722.65ms
step:7628/40500 train_loss:1.7870 aux_loss:0.0032 train_time:5505169ms step_avg:722.65ms
step:7629/40500 train_loss:1.7223 aux_loss:0.0032 train_time:5505888ms step_avg:722.65ms
step:7630/40500 train_loss:1.6626 aux_loss:0.0029 train_time:5506608ms step_avg:722.65ms
step:7631/40500 train_loss:1.6781 aux_loss:0.0032 train_time:5507327ms step_avg:722.65ms
step:7632/40500 train_loss:1.6762 aux_loss:0.0031 train_time:5508048ms step_avg:722.65ms
step:7633/40500 train_loss:1.7239 aux_loss:0.0029 train_time:5508768ms step_avg:722.65ms
step:7634/40500 train_loss:1.6954 aux_loss:0.0032 train_time:5509488ms step_avg:722.65ms
step:7635/40500 train_loss:1.7701 aux_loss:0.0033 train_time:5510208ms step_avg:722.65ms
step:7636/40500 train_loss:1.6922 aux_loss:0.0035 train_time:5510928ms step_avg:722.65ms
step:7637/40500 train_loss:1.7090 aux_loss:0.0029 train_time:5511647ms step_avg:722.65ms
step:7638/40500 train_loss:1.6838 aux_loss:0.0030 train_time:5512366ms step_avg:722.65ms
step:7639/40500 train_loss:1.6776 aux_loss:0.0035 train_time:5513087ms step_avg:722.65ms
step:7640/40500 train_loss:1.7139 aux_loss:0.0030 train_time:5513806ms step_avg:722.65ms
step:7641/40500 train_loss:1.7256 aux_loss:0.0027 train_time:5514527ms step_avg:722.65ms
step:7642/40500 train_loss:1.7673 aux_loss:0.0029 train_time:5515245ms step_avg:722.65ms
step:7643/40500 train_loss:1.7786 aux_loss:0.0032 train_time:5515964ms step_avg:722.65ms
step:7644/40500 train_loss:1.7404 aux_loss:0.0031 train_time:5516686ms step_avg:722.65ms
step:7645/40500 train_loss:1.7278 aux_loss:0.0029 train_time:5517406ms step_avg:722.65ms
step:7646/40500 train_loss:1.7263 aux_loss:0.0029 train_time:5518125ms step_avg:722.65ms
step:7647/40500 train_loss:1.6936 aux_loss:0.0029 train_time:5518845ms step_avg:722.65ms
step:7648/40500 train_loss:1.7074 aux_loss:0.0031 train_time:5519565ms step_avg:722.65ms
step:7649/40500 train_loss:1.7038 aux_loss:0.0032 train_time:5520284ms step_avg:722.64ms
step:7650/40500 train_loss:1.7505 aux_loss:0.0032 train_time:5521004ms step_avg:722.64ms
step:7651/40500 train_loss:1.6794 aux_loss:0.0032 train_time:5521724ms step_avg:722.64ms
step:7652/40500 train_loss:1.7036 aux_loss:0.0030 train_time:5522443ms step_avg:722.64ms
step:7653/40500 train_loss:1.7617 aux_loss:0.0031 train_time:5523164ms step_avg:722.64ms
step:7654/40500 train_loss:1.7415 aux_loss:0.0029 train_time:5523885ms step_avg:722.64ms
step:7655/40500 train_loss:1.6928 aux_loss:0.0028 train_time:5524603ms step_avg:722.64ms
step:7656/40500 train_loss:1.7681 aux_loss:0.0030 train_time:5525322ms step_avg:722.64ms
step:7657/40500 train_loss:1.6660 aux_loss:0.0034 train_time:5526042ms step_avg:722.64ms
step:7658/40500 train_loss:1.6711 aux_loss:0.0030 train_time:5526761ms step_avg:722.64ms
step:7659/40500 train_loss:1.6563 aux_loss:0.0028 train_time:5527481ms step_avg:722.64ms
step:7660/40500 train_loss:1.7830 aux_loss:0.0031 train_time:5528202ms step_avg:722.64ms
step:7661/40500 train_loss:1.7001 aux_loss:0.0030 train_time:5528923ms step_avg:722.64ms
step:7662/40500 train_loss:1.7623 aux_loss:0.0030 train_time:5529644ms step_avg:722.64ms
step:7663/40500 train_loss:1.7427 aux_loss:0.0029 train_time:5530362ms step_avg:722.64ms
step:7664/40500 train_loss:1.7831 aux_loss:0.0031 train_time:5531082ms step_avg:722.64ms
step:7665/40500 train_loss:1.7295 aux_loss:0.0034 train_time:5531802ms step_avg:722.64ms
step:7666/40500 train_loss:1.7153 aux_loss:0.0028 train_time:5532521ms step_avg:722.64ms
step:7667/40500 train_loss:1.7361 aux_loss:0.0031 train_time:5533241ms step_avg:722.64ms
step:7668/40500 train_loss:1.6856 aux_loss:0.0030 train_time:5533960ms step_avg:722.64ms
step:7669/40500 train_loss:1.7058 aux_loss:0.0029 train_time:5534681ms step_avg:722.64ms
step:7670/40500 train_loss:1.6793 aux_loss:0.0031 train_time:5535400ms step_avg:722.64ms
step:7671/40500 train_loss:1.7539 aux_loss:0.0031 train_time:5536120ms step_avg:722.64ms
step:7672/40500 train_loss:1.8121 aux_loss:0.0032 train_time:5536839ms step_avg:722.64ms
step:7673/40500 train_loss:1.7388 aux_loss:0.0030 train_time:5537559ms step_avg:722.64ms
step:7674/40500 train_loss:1.7556 aux_loss:0.0031 train_time:5538279ms step_avg:722.64ms
step:7675/40500 train_loss:1.6848 aux_loss:0.0029 train_time:5538999ms step_avg:722.64ms
step:7676/40500 train_loss:1.7207 aux_loss:0.0030 train_time:5539720ms step_avg:722.64ms
step:7677/40500 train_loss:1.7646 aux_loss:0.0029 train_time:5540438ms step_avg:722.63ms
step:7678/40500 train_loss:1.6622 aux_loss:0.0027 train_time:5541159ms step_avg:722.63ms
step:7679/40500 train_loss:1.7622 aux_loss:0.0030 train_time:5541879ms step_avg:722.63ms
step:7680/40500 train_loss:1.6989 aux_loss:0.0033 train_time:5542599ms step_avg:722.63ms
step:7681/40500 train_loss:1.6615 aux_loss:0.0031 train_time:5543318ms step_avg:722.63ms
step:7682/40500 train_loss:1.7648 aux_loss:0.0029 train_time:5544037ms step_avg:722.63ms
step:7683/40500 train_loss:1.6455 aux_loss:0.0029 train_time:5544758ms step_avg:722.63ms
step:7684/40500 train_loss:1.7685 aux_loss:0.0032 train_time:5545477ms step_avg:722.63ms
step:7685/40500 train_loss:1.8061 aux_loss:0.0034 train_time:5546197ms step_avg:722.63ms
step:7686/40500 train_loss:1.7159 aux_loss:0.0028 train_time:5546918ms step_avg:722.63ms
step:7687/40500 train_loss:1.7655 aux_loss:0.0029 train_time:5547637ms step_avg:722.63ms
step:7688/40500 train_loss:1.7344 aux_loss:0.0032 train_time:5548357ms step_avg:722.63ms
step:7689/40500 train_loss:1.6807 aux_loss:0.0029 train_time:5549077ms step_avg:722.63ms
step:7690/40500 train_loss:1.7299 aux_loss:0.0030 train_time:5549796ms step_avg:722.63ms
step:7691/40500 train_loss:1.7364 aux_loss:0.0030 train_time:5550517ms step_avg:722.63ms
step:7692/40500 train_loss:1.7244 aux_loss:0.0032 train_time:5551235ms step_avg:722.63ms
step:7693/40500 train_loss:1.7731 aux_loss:0.0033 train_time:5551955ms step_avg:722.63ms
step:7694/40500 train_loss:1.7041 aux_loss:0.0029 train_time:5552675ms step_avg:722.63ms
step:7695/40500 train_loss:1.7233 aux_loss:0.0031 train_time:5553397ms step_avg:722.63ms
step:7696/40500 train_loss:1.6804 aux_loss:0.0032 train_time:5554116ms step_avg:722.63ms
step:7697/40500 train_loss:1.6994 aux_loss:0.0030 train_time:5554834ms step_avg:722.63ms
step:7698/40500 train_loss:1.7182 aux_loss:0.0029 train_time:5555554ms step_avg:722.63ms
step:7699/40500 train_loss:1.7416 aux_loss:0.0031 train_time:5556274ms step_avg:722.63ms
step:7700/40500 train_loss:1.6802 aux_loss:0.0030 train_time:5556994ms step_avg:722.63ms
step:7701/40500 train_loss:1.7176 aux_loss:0.0031 train_time:5557714ms step_avg:722.63ms
step:7702/40500 train_loss:1.7210 aux_loss:0.0032 train_time:5558435ms step_avg:722.63ms
step:7703/40500 train_loss:1.7691 aux_loss:0.0030 train_time:5559153ms step_avg:722.62ms
step:7704/40500 train_loss:1.7233 aux_loss:0.0029 train_time:5559873ms step_avg:722.62ms
step:7705/40500 train_loss:1.6974 aux_loss:0.0031 train_time:5560592ms step_avg:722.62ms
step:7706/40500 train_loss:1.7688 aux_loss:0.0031 train_time:5561311ms step_avg:722.62ms
step:7707/40500 train_loss:1.6611 aux_loss:0.0031 train_time:5562031ms step_avg:722.62ms
step:7708/40500 train_loss:1.7346 aux_loss:0.0033 train_time:5562751ms step_avg:722.62ms
step:7709/40500 train_loss:1.7384 aux_loss:0.0030 train_time:5563472ms step_avg:722.62ms
step:7710/40500 train_loss:1.6701 aux_loss:0.0031 train_time:5564191ms step_avg:722.62ms
step:7711/40500 train_loss:1.6941 aux_loss:0.0032 train_time:5564913ms step_avg:722.62ms
step:7712/40500 train_loss:1.7138 aux_loss:0.0031 train_time:5565633ms step_avg:722.62ms
step:7713/40500 train_loss:1.7023 aux_loss:0.0032 train_time:5566355ms step_avg:722.62ms
step:7714/40500 train_loss:1.6900 aux_loss:0.0030 train_time:5567074ms step_avg:722.62ms
step:7715/40500 train_loss:1.7016 aux_loss:0.0029 train_time:5567793ms step_avg:722.62ms
step:7716/40500 train_loss:1.7503 aux_loss:0.0029 train_time:5568515ms step_avg:722.62ms
step:7717/40500 train_loss:1.6463 aux_loss:0.0029 train_time:5569236ms step_avg:722.62ms
step:7718/40500 train_loss:1.7565 aux_loss:0.0030 train_time:5569952ms step_avg:722.62ms
step:7719/40500 train_loss:1.7183 aux_loss:0.0030 train_time:5570672ms step_avg:722.62ms
step:7720/40500 train_loss:1.6735 aux_loss:0.0031 train_time:5571391ms step_avg:722.62ms
step:7721/40500 train_loss:1.7363 aux_loss:0.0032 train_time:5572108ms step_avg:722.62ms
step:7722/40500 train_loss:1.7516 aux_loss:0.0031 train_time:5572828ms step_avg:722.62ms
step:7723/40500 train_loss:1.6423 aux_loss:0.0031 train_time:5573548ms step_avg:722.62ms
step:7724/40500 train_loss:1.7613 aux_loss:0.0031 train_time:5574268ms step_avg:722.62ms
step:7725/40500 train_loss:1.6948 aux_loss:0.0031 train_time:5574988ms step_avg:722.62ms
step:7726/40500 train_loss:1.7050 aux_loss:0.0028 train_time:5575710ms step_avg:722.62ms
step:7727/40500 train_loss:1.7050 aux_loss:0.0030 train_time:5576430ms step_avg:722.62ms
step:7728/40500 train_loss:1.7400 aux_loss:0.0030 train_time:5577149ms step_avg:722.62ms
step:7729/40500 train_loss:1.7275 aux_loss:0.0030 train_time:5577868ms step_avg:722.62ms
step:7730/40500 train_loss:1.6940 aux_loss:0.0030 train_time:5578587ms step_avg:722.61ms
step:7731/40500 train_loss:1.6977 aux_loss:0.0031 train_time:5579307ms step_avg:722.61ms
step:7732/40500 train_loss:1.7047 aux_loss:0.0030 train_time:5580026ms step_avg:722.61ms
step:7733/40500 train_loss:1.7202 aux_loss:0.0030 train_time:5580745ms step_avg:722.61ms
step:7734/40500 train_loss:1.7322 aux_loss:0.0031 train_time:5581467ms step_avg:722.61ms
step:7735/40500 train_loss:1.7605 aux_loss:0.0031 train_time:5582187ms step_avg:722.61ms
step:7736/40500 train_loss:1.6781 aux_loss:0.0029 train_time:5582906ms step_avg:722.61ms
step:7737/40500 train_loss:1.7447 aux_loss:0.0030 train_time:5583626ms step_avg:722.61ms
step:7738/40500 train_loss:1.6906 aux_loss:0.0034 train_time:5584346ms step_avg:722.61ms
step:7739/40500 train_loss:1.6916 aux_loss:0.0030 train_time:5585066ms step_avg:722.61ms
step:7740/40500 train_loss:1.6652 aux_loss:0.0030 train_time:5585785ms step_avg:722.61ms
step:7741/40500 train_loss:1.6871 aux_loss:0.0030 train_time:5586505ms step_avg:722.61ms
step:7742/40500 train_loss:1.7232 aux_loss:0.0028 train_time:5587223ms step_avg:722.61ms
step:7743/40500 train_loss:1.7133 aux_loss:0.0031 train_time:5587943ms step_avg:722.61ms
step:7744/40500 train_loss:1.7497 aux_loss:0.0033 train_time:5588663ms step_avg:722.61ms
step:7745/40500 train_loss:1.7205 aux_loss:0.0032 train_time:5589385ms step_avg:722.61ms
step:7746/40500 train_loss:1.7284 aux_loss:0.0029 train_time:5590107ms step_avg:722.61ms
step:7747/40500 train_loss:1.7056 aux_loss:0.0034 train_time:5590826ms step_avg:722.61ms
step:7748/40500 train_loss:1.7763 aux_loss:0.0031 train_time:5591545ms step_avg:722.61ms
step:7749/40500 train_loss:1.7674 aux_loss:0.0032 train_time:5592264ms step_avg:722.61ms
step:7750/40500 train_loss:1.6854 aux_loss:0.0030 train_time:5592983ms step_avg:722.61ms
step:7751/40500 train_loss:1.7093 aux_loss:0.0028 train_time:5593703ms step_avg:722.61ms
step:7752/40500 train_loss:1.7111 aux_loss:0.0030 train_time:5594423ms step_avg:722.61ms
step:7753/40500 train_loss:1.7208 aux_loss:0.0030 train_time:5595143ms step_avg:722.61ms
step:7754/40500 train_loss:1.6742 aux_loss:0.0030 train_time:5595862ms step_avg:722.61ms
step:7755/40500 train_loss:1.7061 aux_loss:0.0027 train_time:5596581ms step_avg:722.61ms
step:7756/40500 train_loss:1.6981 aux_loss:0.0030 train_time:5597301ms step_avg:722.61ms
step:7757/40500 train_loss:1.6986 aux_loss:0.0030 train_time:5598015ms step_avg:722.60ms
step:7758/40500 train_loss:1.6739 aux_loss:0.0029 train_time:5598737ms step_avg:722.60ms
step:7759/40500 train_loss:1.7696 aux_loss:0.0031 train_time:5599455ms step_avg:722.60ms
step:7760/40500 train_loss:1.7223 aux_loss:0.0029 train_time:5600180ms step_avg:722.60ms
step:7761/40500 train_loss:1.7769 aux_loss:0.0030 train_time:5600900ms step_avg:722.60ms
step:7762/40500 train_loss:1.7055 aux_loss:0.0032 train_time:5601621ms step_avg:722.60ms
step:7763/40500 train_loss:1.7606 aux_loss:0.0032 train_time:5602341ms step_avg:722.60ms
step:7764/40500 train_loss:1.7478 aux_loss:0.0030 train_time:5603060ms step_avg:722.60ms
step:7765/40500 train_loss:1.6706 aux_loss:0.0033 train_time:5603781ms step_avg:722.60ms
step:7766/40500 train_loss:1.6858 aux_loss:0.0032 train_time:5604502ms step_avg:722.60ms
step:7767/40500 train_loss:1.6890 aux_loss:0.0033 train_time:5605221ms step_avg:722.60ms
step:7768/40500 train_loss:1.7634 aux_loss:0.0029 train_time:5605941ms step_avg:722.60ms
step:7769/40500 train_loss:1.6670 aux_loss:0.0030 train_time:5606659ms step_avg:722.60ms
step:7770/40500 train_loss:1.7330 aux_loss:0.0034 train_time:5607380ms step_avg:722.60ms
step:7771/40500 train_loss:1.6773 aux_loss:0.0030 train_time:5608100ms step_avg:722.60ms
step:7772/40500 train_loss:1.6948 aux_loss:0.0029 train_time:5608819ms step_avg:722.60ms
step:7773/40500 train_loss:1.6100 aux_loss:0.0030 train_time:5609539ms step_avg:722.60ms
step:7774/40500 train_loss:1.7206 aux_loss:0.0029 train_time:5610260ms step_avg:722.60ms
step:7775/40500 train_loss:1.7310 aux_loss:0.0029 train_time:5610979ms step_avg:722.60ms
step:7776/40500 train_loss:1.7535 aux_loss:0.0030 train_time:5611698ms step_avg:722.60ms
step:7777/40500 train_loss:1.7737 aux_loss:0.0029 train_time:5612418ms step_avg:722.60ms
step:7778/40500 train_loss:1.6880 aux_loss:0.0031 train_time:5613137ms step_avg:722.60ms
step:7779/40500 train_loss:1.7028 aux_loss:0.0031 train_time:5613857ms step_avg:722.60ms
step:7780/40500 train_loss:1.6952 aux_loss:0.0030 train_time:5614577ms step_avg:722.60ms
step:7781/40500 train_loss:1.6889 aux_loss:0.0031 train_time:5615298ms step_avg:722.60ms
step:7782/40500 train_loss:1.6756 aux_loss:0.0033 train_time:5616018ms step_avg:722.60ms
step:7783/40500 train_loss:1.7138 aux_loss:0.0031 train_time:5616738ms step_avg:722.60ms
step:7784/40500 train_loss:1.6960 aux_loss:0.0030 train_time:5617456ms step_avg:722.60ms
step:7785/40500 train_loss:1.7002 aux_loss:0.0031 train_time:5618176ms step_avg:722.59ms
step:7786/40500 train_loss:1.7736 aux_loss:0.0030 train_time:5618896ms step_avg:722.59ms
step:7787/40500 train_loss:1.7527 aux_loss:0.0030 train_time:5619616ms step_avg:722.59ms
step:7788/40500 train_loss:1.6606 aux_loss:0.0028 train_time:5620338ms step_avg:722.59ms
step:7789/40500 train_loss:1.7018 aux_loss:0.0032 train_time:5621055ms step_avg:722.59ms
step:7790/40500 train_loss:1.6948 aux_loss:0.0030 train_time:5621775ms step_avg:722.59ms
step:7791/40500 train_loss:1.7398 aux_loss:0.0028 train_time:5622495ms step_avg:722.59ms
step:7792/40500 train_loss:1.7457 aux_loss:0.0028 train_time:5623215ms step_avg:722.59ms
step:7793/40500 train_loss:1.6495 aux_loss:0.0029 train_time:5623935ms step_avg:722.59ms
step:7794/40500 train_loss:1.7070 aux_loss:0.0030 train_time:5624654ms step_avg:722.59ms
step:7795/40500 train_loss:1.6849 aux_loss:0.0028 train_time:5625375ms step_avg:722.59ms
step:7796/40500 train_loss:1.7585 aux_loss:0.0029 train_time:5626094ms step_avg:722.59ms
step:7797/40500 train_loss:1.7133 aux_loss:0.0029 train_time:5626814ms step_avg:722.59ms
step:7798/40500 train_loss:1.7489 aux_loss:0.0031 train_time:5627534ms step_avg:722.59ms
step:7799/40500 train_loss:1.7136 aux_loss:0.0030 train_time:5628254ms step_avg:722.59ms
step:7800/40500 train_loss:1.7706 aux_loss:0.0029 train_time:5628973ms step_avg:722.59ms
step:7801/40500 train_loss:1.7514 aux_loss:0.0029 train_time:5629693ms step_avg:722.59ms
step:7802/40500 train_loss:1.6803 aux_loss:0.0030 train_time:5630414ms step_avg:722.59ms
step:7803/40500 train_loss:1.6525 aux_loss:0.0031 train_time:5631131ms step_avg:722.59ms
step:7804/40500 train_loss:1.6569 aux_loss:0.0030 train_time:5631851ms step_avg:722.59ms
step:7805/40500 train_loss:1.7283 aux_loss:0.0031 train_time:5632572ms step_avg:722.59ms
step:7806/40500 train_loss:1.7551 aux_loss:0.0030 train_time:5633292ms step_avg:722.59ms
step:7807/40500 train_loss:1.7344 aux_loss:0.0030 train_time:5634012ms step_avg:722.59ms
step:7808/40500 train_loss:1.6911 aux_loss:0.0028 train_time:5634731ms step_avg:722.59ms
step:7809/40500 train_loss:1.7274 aux_loss:0.0029 train_time:5635451ms step_avg:722.59ms
step:7810/40500 train_loss:1.7249 aux_loss:0.0030 train_time:5636170ms step_avg:722.59ms
step:7811/40500 train_loss:1.6723 aux_loss:0.0031 train_time:5636891ms step_avg:722.59ms
step:7812/40500 train_loss:1.7035 aux_loss:0.0031 train_time:5637611ms step_avg:722.59ms
step:7813/40500 train_loss:1.7371 aux_loss:0.0031 train_time:5638330ms step_avg:722.58ms
step:7814/40500 train_loss:1.7335 aux_loss:0.0034 train_time:5639050ms step_avg:722.58ms
step:7815/40500 train_loss:1.7036 aux_loss:0.0030 train_time:5639771ms step_avg:722.58ms
step:7816/40500 train_loss:1.7083 aux_loss:0.0031 train_time:5640490ms step_avg:722.58ms
step:7817/40500 train_loss:1.6895 aux_loss:0.0029 train_time:5641208ms step_avg:722.58ms
step:7818/40500 train_loss:1.7470 aux_loss:0.0031 train_time:5641929ms step_avg:722.58ms
step:7819/40500 train_loss:1.6920 aux_loss:0.0030 train_time:5642649ms step_avg:722.58ms
step:7820/40500 train_loss:1.7563 aux_loss:0.0031 train_time:5643369ms step_avg:722.58ms
step:7821/40500 train_loss:1.6972 aux_loss:0.0029 train_time:5644089ms step_avg:722.58ms
step:7822/40500 train_loss:1.7080 aux_loss:0.0029 train_time:5644808ms step_avg:722.58ms
step:7823/40500 train_loss:1.7669 aux_loss:0.0029 train_time:5645529ms step_avg:722.58ms
step:7824/40500 train_loss:1.7042 aux_loss:0.0030 train_time:5646250ms step_avg:722.58ms
step:7825/40500 train_loss:1.7252 aux_loss:0.0031 train_time:5646969ms step_avg:722.58ms
step:7826/40500 train_loss:1.7637 aux_loss:0.0028 train_time:5647689ms step_avg:722.58ms
step:7827/40500 train_loss:1.7303 aux_loss:0.0030 train_time:5648408ms step_avg:722.58ms
step:7828/40500 train_loss:1.6969 aux_loss:0.0029 train_time:5649128ms step_avg:722.58ms
step:7829/40500 train_loss:1.7079 aux_loss:0.0030 train_time:5649848ms step_avg:722.58ms
step:7830/40500 train_loss:1.7177 aux_loss:0.0031 train_time:5650568ms step_avg:722.58ms
step:7831/40500 train_loss:1.7268 aux_loss:0.0029 train_time:5651287ms step_avg:722.58ms
step:7832/40500 train_loss:1.7546 aux_loss:0.0031 train_time:5652006ms step_avg:722.58ms
step:7833/40500 train_loss:1.7048 aux_loss:0.0029 train_time:5652726ms step_avg:722.58ms
step:7834/40500 train_loss:1.6778 aux_loss:0.0030 train_time:5653446ms step_avg:722.58ms
step:7835/40500 train_loss:1.7457 aux_loss:0.0030 train_time:5654165ms step_avg:722.58ms
step:7836/40500 train_loss:1.7666 aux_loss:0.0030 train_time:5654885ms step_avg:722.58ms
step:7837/40500 train_loss:1.7245 aux_loss:0.0029 train_time:5655607ms step_avg:722.58ms
step:7838/40500 train_loss:1.7702 aux_loss:0.0030 train_time:5656326ms step_avg:722.58ms
step:7839/40500 train_loss:1.6966 aux_loss:0.0030 train_time:5657045ms step_avg:722.58ms
step:7840/40500 train_loss:1.6858 aux_loss:0.0030 train_time:5657766ms step_avg:722.58ms
step:7841/40500 train_loss:1.6605 aux_loss:0.0029 train_time:5658485ms step_avg:722.58ms
step:7842/40500 train_loss:1.7185 aux_loss:0.0029 train_time:5659205ms step_avg:722.57ms
step:7843/40500 train_loss:1.7168 aux_loss:0.0031 train_time:5659925ms step_avg:722.57ms
step:7844/40500 train_loss:1.6923 aux_loss:0.0031 train_time:5660645ms step_avg:722.57ms
step:7845/40500 train_loss:1.6882 aux_loss:0.0032 train_time:5661364ms step_avg:722.57ms
step:7846/40500 train_loss:1.6992 aux_loss:0.0030 train_time:5662084ms step_avg:722.57ms
step:7847/40500 train_loss:1.7665 aux_loss:0.0031 train_time:5662804ms step_avg:722.57ms
step:7848/40500 train_loss:1.7360 aux_loss:0.0032 train_time:5663524ms step_avg:722.57ms
step:7849/40500 train_loss:1.7227 aux_loss:0.0030 train_time:5664244ms step_avg:722.57ms
step:7850/40500 train_loss:1.7203 aux_loss:0.0031 train_time:5664963ms step_avg:722.57ms
step:7851/40500 train_loss:1.7556 aux_loss:0.0042 train_time:5665684ms step_avg:722.57ms
step:7852/40500 train_loss:1.7024 aux_loss:0.0031 train_time:5666404ms step_avg:722.57ms
step:7853/40500 train_loss:1.6956 aux_loss:0.0031 train_time:5667123ms step_avg:722.57ms
step:7854/40500 train_loss:1.7040 aux_loss:0.0030 train_time:5667843ms step_avg:722.57ms
step:7855/40500 train_loss:1.7387 aux_loss:0.0027 train_time:5668563ms step_avg:722.57ms
step:7856/40500 train_loss:1.6865 aux_loss:0.0029 train_time:5669284ms step_avg:722.57ms
step:7857/40500 train_loss:1.7715 aux_loss:0.0031 train_time:5670003ms step_avg:722.57ms
step:7858/40500 train_loss:1.6875 aux_loss:0.0029 train_time:5670722ms step_avg:722.57ms
step:7859/40500 train_loss:1.6727 aux_loss:0.0028 train_time:5671443ms step_avg:722.57ms
step:7860/40500 train_loss:1.7204 aux_loss:0.0036 train_time:5672163ms step_avg:722.57ms
step:7861/40500 train_loss:1.7367 aux_loss:0.0030 train_time:5672883ms step_avg:722.57ms
step:7862/40500 train_loss:1.7360 aux_loss:0.0029 train_time:5673602ms step_avg:722.57ms
step:7863/40500 train_loss:1.7617 aux_loss:0.0031 train_time:5674322ms step_avg:722.57ms
step:7864/40500 train_loss:1.7381 aux_loss:0.0030 train_time:5675041ms step_avg:722.57ms
step:7865/40500 train_loss:1.7023 aux_loss:0.0030 train_time:5675760ms step_avg:722.57ms
step:7866/40500 train_loss:1.7041 aux_loss:0.0029 train_time:5676480ms step_avg:722.57ms
step:7867/40500 train_loss:1.6955 aux_loss:0.0030 train_time:5677199ms step_avg:722.57ms
step:7868/40500 train_loss:1.6205 aux_loss:0.0031 train_time:5677919ms step_avg:722.57ms
step:7869/40500 train_loss:1.7490 aux_loss:0.0032 train_time:5678639ms step_avg:722.57ms
step:7870/40500 train_loss:1.7483 aux_loss:0.0030 train_time:5679359ms step_avg:722.56ms
step:7871/40500 train_loss:1.7241 aux_loss:0.0028 train_time:5680079ms step_avg:722.56ms
step:7872/40500 train_loss:1.7388 aux_loss:0.0030 train_time:5680800ms step_avg:722.56ms
step:7873/40500 train_loss:1.6821 aux_loss:0.0029 train_time:5681518ms step_avg:722.56ms
step:7874/40500 train_loss:1.7283 aux_loss:0.0028 train_time:5682238ms step_avg:722.56ms
step:7875/40500 train_loss:1.6911 aux_loss:0.0029 train_time:5682959ms step_avg:722.56ms
step:7876/40500 train_loss:1.7021 aux_loss:0.0031 train_time:5683679ms step_avg:722.56ms
step:7877/40500 train_loss:1.7036 aux_loss:0.0030 train_time:5684399ms step_avg:722.56ms
step:7878/40500 train_loss:1.7035 aux_loss:0.0029 train_time:5685119ms step_avg:722.56ms
step:7879/40500 train_loss:1.7034 aux_loss:0.0030 train_time:5685838ms step_avg:722.56ms
step:7880/40500 train_loss:1.6788 aux_loss:0.0029 train_time:5686557ms step_avg:722.56ms
step:7881/40500 train_loss:1.7433 aux_loss:0.0030 train_time:5687279ms step_avg:722.56ms
step:7882/40500 train_loss:1.6876 aux_loss:0.0031 train_time:5687998ms step_avg:722.56ms
step:7883/40500 train_loss:1.7402 aux_loss:0.0029 train_time:5688717ms step_avg:722.56ms
step:7884/40500 train_loss:1.7045 aux_loss:0.0030 train_time:5689438ms step_avg:722.56ms
step:7885/40500 train_loss:1.6350 aux_loss:0.0030 train_time:5690157ms step_avg:722.56ms
step:7886/40500 train_loss:1.6592 aux_loss:0.0029 train_time:5690877ms step_avg:722.56ms
step:7887/40500 train_loss:1.7600 aux_loss:0.0028 train_time:5691596ms step_avg:722.56ms
step:7888/40500 train_loss:1.7582 aux_loss:0.0032 train_time:5692316ms step_avg:722.56ms
step:7889/40500 train_loss:1.7128 aux_loss:0.0030 train_time:5693035ms step_avg:722.56ms
step:7890/40500 train_loss:1.6899 aux_loss:0.0029 train_time:5693755ms step_avg:722.56ms
step:7891/40500 train_loss:1.7260 aux_loss:0.0032 train_time:5694475ms step_avg:722.56ms
step:7892/40500 train_loss:1.7234 aux_loss:0.0030 train_time:5695196ms step_avg:722.56ms
step:7893/40500 train_loss:1.6738 aux_loss:0.0031 train_time:5695915ms step_avg:722.56ms
step:7894/40500 train_loss:1.7297 aux_loss:0.0030 train_time:5696634ms step_avg:722.56ms
step:7895/40500 train_loss:1.7595 aux_loss:0.0030 train_time:5697354ms step_avg:722.56ms
step:7896/40500 train_loss:1.6392 aux_loss:0.0030 train_time:5698075ms step_avg:722.56ms
step:7897/40500 train_loss:1.6545 aux_loss:0.0030 train_time:5698794ms step_avg:722.56ms
step:7898/40500 train_loss:1.7062 aux_loss:0.0030 train_time:5699513ms step_avg:722.55ms
step:7899/40500 train_loss:1.6798 aux_loss:0.0029 train_time:5700234ms step_avg:722.55ms
step:7900/40500 train_loss:1.7909 aux_loss:0.0031 train_time:5700954ms step_avg:722.55ms
step:7901/40500 train_loss:1.7541 aux_loss:0.0032 train_time:5701674ms step_avg:722.55ms
step:7902/40500 train_loss:1.7510 aux_loss:0.0030 train_time:5702394ms step_avg:722.55ms
step:7903/40500 train_loss:1.6544 aux_loss:0.0029 train_time:5703114ms step_avg:722.55ms
step:7904/40500 train_loss:1.7485 aux_loss:0.0032 train_time:5703835ms step_avg:722.55ms
step:7905/40500 train_loss:1.6871 aux_loss:0.0031 train_time:5704556ms step_avg:722.55ms
step:7906/40500 train_loss:1.7345 aux_loss:0.0027 train_time:5705278ms step_avg:722.55ms
step:7907/40500 train_loss:1.6836 aux_loss:0.0030 train_time:5705997ms step_avg:722.55ms
step:7908/40500 train_loss:1.6495 aux_loss:0.0030 train_time:5706716ms step_avg:722.55ms
step:7909/40500 train_loss:1.7121 aux_loss:0.0028 train_time:5707438ms step_avg:722.55ms
step:7910/40500 train_loss:1.6775 aux_loss:0.0028 train_time:5708157ms step_avg:722.55ms
step:7911/40500 train_loss:1.7022 aux_loss:0.0029 train_time:5708877ms step_avg:722.55ms
step:7912/40500 train_loss:1.7522 aux_loss:0.0032 train_time:5709598ms step_avg:722.55ms
step:7913/40500 train_loss:1.6912 aux_loss:0.0031 train_time:5710319ms step_avg:722.55ms
step:7914/40500 train_loss:1.7161 aux_loss:0.0030 train_time:5711039ms step_avg:722.55ms
step:7915/40500 train_loss:1.7477 aux_loss:0.0029 train_time:5711762ms step_avg:722.55ms
step:7916/40500 train_loss:1.6929 aux_loss:0.0030 train_time:5712485ms step_avg:722.55ms
step:7917/40500 train_loss:1.7178 aux_loss:0.0033 train_time:5713206ms step_avg:722.55ms
step:7918/40500 train_loss:1.6977 aux_loss:0.0030 train_time:5713927ms step_avg:722.55ms
step:7919/40500 train_loss:1.7078 aux_loss:0.0029 train_time:5714648ms step_avg:722.55ms
step:7920/40500 train_loss:1.6653 aux_loss:0.0029 train_time:5715368ms step_avg:722.55ms
step:7921/40500 train_loss:1.6605 aux_loss:0.0031 train_time:5716088ms step_avg:722.55ms
step:7922/40500 train_loss:1.6924 aux_loss:0.0031 train_time:5716809ms step_avg:722.55ms
step:7923/40500 train_loss:1.6548 aux_loss:0.0030 train_time:5717529ms step_avg:722.55ms
step:7924/40500 train_loss:1.7479 aux_loss:0.0031 train_time:5718250ms step_avg:722.55ms
step:7925/40500 train_loss:1.6840 aux_loss:0.0030 train_time:5718969ms step_avg:722.55ms
step:7926/40500 train_loss:1.6880 aux_loss:0.0030 train_time:5719688ms step_avg:722.55ms
step:7927/40500 train_loss:1.6756 aux_loss:0.0031 train_time:5720408ms step_avg:722.55ms
step:7928/40500 train_loss:1.6821 aux_loss:0.0030 train_time:5721128ms step_avg:722.55ms
step:7929/40500 train_loss:1.7270 aux_loss:0.0032 train_time:5721848ms step_avg:722.55ms
step:7930/40500 train_loss:1.7200 aux_loss:0.0031 train_time:5722566ms step_avg:722.55ms
step:7931/40500 train_loss:1.7330 aux_loss:0.0032 train_time:5723286ms step_avg:722.55ms
step:7932/40500 train_loss:1.6877 aux_loss:0.0030 train_time:5724007ms step_avg:722.55ms
step:7933/40500 train_loss:1.7289 aux_loss:0.0032 train_time:5724727ms step_avg:722.55ms
step:7934/40500 train_loss:1.7139 aux_loss:0.0031 train_time:5725448ms step_avg:722.55ms
step:7935/40500 train_loss:1.7300 aux_loss:0.0031 train_time:5726166ms step_avg:722.54ms
step:7936/40500 train_loss:1.6863 aux_loss:0.0030 train_time:5726885ms step_avg:722.54ms
step:7937/40500 train_loss:1.6735 aux_loss:0.0032 train_time:5727605ms step_avg:722.54ms
step:7938/40500 train_loss:1.6849 aux_loss:0.0043 train_time:5728325ms step_avg:722.54ms
step:7939/40500 train_loss:1.7252 aux_loss:0.0030 train_time:5729045ms step_avg:722.54ms
step:7940/40500 train_loss:1.7924 aux_loss:0.0031 train_time:5729766ms step_avg:722.54ms
step:7941/40500 train_loss:1.7261 aux_loss:0.0031 train_time:5730487ms step_avg:722.54ms
step:7942/40500 train_loss:1.6831 aux_loss:0.0030 train_time:5731205ms step_avg:722.54ms
step:7943/40500 train_loss:1.7834 aux_loss:0.0030 train_time:5731924ms step_avg:722.54ms
step:7944/40500 train_loss:1.7054 aux_loss:0.0033 train_time:5732644ms step_avg:722.54ms
step:7945/40500 train_loss:1.6833 aux_loss:0.0030 train_time:5733364ms step_avg:722.54ms
step:7946/40500 train_loss:1.6864 aux_loss:0.0029 train_time:5734085ms step_avg:722.54ms
step:7947/40500 train_loss:1.7121 aux_loss:0.0033 train_time:5734804ms step_avg:722.54ms
step:7948/40500 train_loss:1.7031 aux_loss:0.0030 train_time:5735524ms step_avg:722.54ms
step:7949/40500 train_loss:1.6796 aux_loss:0.0030 train_time:5736244ms step_avg:722.54ms
step:7950/40500 train_loss:1.7371 aux_loss:0.0029 train_time:5736964ms step_avg:722.54ms
step:7951/40500 train_loss:1.7815 aux_loss:0.0029 train_time:5737684ms step_avg:722.54ms
step:7952/40500 train_loss:1.6809 aux_loss:0.0030 train_time:5738403ms step_avg:722.54ms
step:7953/40500 train_loss:1.7397 aux_loss:0.0033 train_time:5739126ms step_avg:722.54ms
step:7954/40500 train_loss:1.7582 aux_loss:0.0030 train_time:5739845ms step_avg:722.54ms
step:7955/40500 train_loss:1.6991 aux_loss:0.0030 train_time:5740563ms step_avg:722.54ms
step:7956/40500 train_loss:1.7346 aux_loss:0.0032 train_time:5741284ms step_avg:722.54ms
step:7957/40500 train_loss:1.7304 aux_loss:0.0031 train_time:5742005ms step_avg:722.54ms
step:7958/40500 train_loss:1.6521 aux_loss:0.0028 train_time:5742724ms step_avg:722.54ms
step:7959/40500 train_loss:1.6914 aux_loss:0.0028 train_time:5743445ms step_avg:722.54ms
step:7960/40500 train_loss:1.6848 aux_loss:0.0030 train_time:5744166ms step_avg:722.54ms
step:7961/40500 train_loss:1.6835 aux_loss:0.0035 train_time:5744886ms step_avg:722.54ms
step:7962/40500 train_loss:1.7008 aux_loss:0.0031 train_time:5745604ms step_avg:722.54ms
step:7963/40500 train_loss:1.6922 aux_loss:0.0032 train_time:5746324ms step_avg:722.54ms
step:7964/40500 train_loss:1.7297 aux_loss:0.0031 train_time:5747044ms step_avg:722.54ms
step:7965/40500 train_loss:1.7468 aux_loss:0.0031 train_time:5747766ms step_avg:722.54ms
step:7966/40500 train_loss:1.7164 aux_loss:0.0030 train_time:5748486ms step_avg:722.53ms
step:7967/40500 train_loss:1.7433 aux_loss:0.0031 train_time:5749208ms step_avg:722.53ms
step:7968/40500 train_loss:1.6935 aux_loss:0.0031 train_time:5749931ms step_avg:722.53ms
step:7969/40500 train_loss:1.7141 aux_loss:0.0030 train_time:5750652ms step_avg:722.53ms
step:7970/40500 train_loss:1.6935 aux_loss:0.0029 train_time:5751377ms step_avg:722.53ms
step:7971/40500 train_loss:1.7280 aux_loss:0.0029 train_time:5752096ms step_avg:722.53ms
step:7972/40500 train_loss:1.7773 aux_loss:0.0030 train_time:5752818ms step_avg:722.53ms
step:7973/40500 train_loss:1.7072 aux_loss:0.0029 train_time:5753539ms step_avg:722.53ms
step:7974/40500 train_loss:1.6977 aux_loss:0.0031 train_time:5754259ms step_avg:722.53ms
step:7975/40500 train_loss:1.6662 aux_loss:0.0032 train_time:5754979ms step_avg:722.53ms
step:7976/40500 train_loss:1.7663 aux_loss:0.0030 train_time:5755698ms step_avg:722.53ms
step:7977/40500 train_loss:1.6623 aux_loss:0.0032 train_time:5756417ms step_avg:722.53ms
step:7978/40500 train_loss:1.6990 aux_loss:0.0034 train_time:5757137ms step_avg:722.53ms
step:7979/40500 train_loss:1.6824 aux_loss:0.0033 train_time:5757856ms step_avg:722.53ms
step:7980/40500 train_loss:1.7367 aux_loss:0.0031 train_time:5758577ms step_avg:722.53ms
step:7981/40500 train_loss:1.7035 aux_loss:0.0028 train_time:5759296ms step_avg:722.53ms
step:7982/40500 train_loss:1.6578 aux_loss:0.0031 train_time:5760018ms step_avg:722.53ms
step:7983/40500 train_loss:1.7797 aux_loss:0.0029 train_time:5760738ms step_avg:722.53ms
step:7984/40500 train_loss:1.7176 aux_loss:0.0031 train_time:5761459ms step_avg:722.53ms
step:7985/40500 train_loss:1.7223 aux_loss:0.0031 train_time:5762178ms step_avg:722.53ms
step:7986/40500 train_loss:1.6865 aux_loss:0.0030 train_time:5762898ms step_avg:722.53ms
step:7987/40500 train_loss:1.7767 aux_loss:0.0029 train_time:5763620ms step_avg:722.53ms
step:7988/40500 train_loss:1.6884 aux_loss:0.0032 train_time:5764340ms step_avg:722.53ms
step:7989/40500 train_loss:1.7195 aux_loss:0.0029 train_time:5765058ms step_avg:722.53ms
step:7990/40500 train_loss:1.7542 aux_loss:0.0032 train_time:5765778ms step_avg:722.53ms
step:7991/40500 train_loss:1.7165 aux_loss:0.0032 train_time:5766498ms step_avg:722.53ms
step:7992/40500 train_loss:1.7869 aux_loss:0.0031 train_time:5767217ms step_avg:722.53ms
step:7993/40500 train_loss:1.7288 aux_loss:0.0033 train_time:5767936ms step_avg:722.53ms
step:7994/40500 train_loss:1.7535 aux_loss:0.0031 train_time:5768657ms step_avg:722.53ms
step:7995/40500 train_loss:1.8196 aux_loss:0.0031 train_time:5769377ms step_avg:722.53ms
step:7996/40500 train_loss:1.7390 aux_loss:0.0033 train_time:5770098ms step_avg:722.53ms
step:7997/40500 train_loss:1.7029 aux_loss:0.0033 train_time:5770820ms step_avg:722.53ms
step:7998/40500 train_loss:1.7306 aux_loss:0.0029 train_time:5771540ms step_avg:722.53ms
step:7999/40500 train_loss:1.7194 aux_loss:0.0030 train_time:5772259ms step_avg:722.53ms
step:8000/40500 train_loss:1.7120 aux_loss:0.0030 train_time:5772979ms step_avg:722.53ms
step:8000/40500 val_loss:1.7118 val_aux_loss:0.0030 train_time:5772980ms step_avg:722.53ms
step:8001/40500 train_loss:1.6789 aux_loss:0.0029 train_time:5773705ms step_avg:722.53ms
step:8002/40500 train_loss:1.7086 aux_loss:0.0030 train_time:5774428ms step_avg:722.53ms
step:8003/40500 train_loss:1.6900 aux_loss:0.0029 train_time:5775149ms step_avg:722.53ms
step:8004/40500 train_loss:1.6810 aux_loss:0.0031 train_time:5775868ms step_avg:722.53ms
step:8005/40500 train_loss:1.7086 aux_loss:0.0029 train_time:5776591ms step_avg:722.53ms
step:8006/40500 train_loss:1.6946 aux_loss:0.0029 train_time:5777312ms step_avg:722.53ms
step:8007/40500 train_loss:1.7112 aux_loss:0.0031 train_time:5778032ms step_avg:722.52ms
step:8008/40500 train_loss:1.7114 aux_loss:0.0029 train_time:5778752ms step_avg:722.52ms
step:8009/40500 train_loss:1.7378 aux_loss:0.0028 train_time:5779472ms step_avg:722.52ms
step:8010/40500 train_loss:1.6551 aux_loss:0.0032 train_time:5780191ms step_avg:722.52ms
step:8011/40500 train_loss:1.7233 aux_loss:0.0031 train_time:5780911ms step_avg:722.52ms
step:8012/40500 train_loss:1.6585 aux_loss:0.0032 train_time:5781632ms step_avg:722.52ms
step:8013/40500 train_loss:1.6990 aux_loss:0.0035 train_time:5782351ms step_avg:722.52ms
step:8014/40500 train_loss:1.7316 aux_loss:0.0031 train_time:5783071ms step_avg:722.52ms
step:8015/40500 train_loss:1.6568 aux_loss:0.0031 train_time:5783792ms step_avg:722.52ms
step:8016/40500 train_loss:1.6897 aux_loss:0.0030 train_time:5784512ms step_avg:722.52ms
step:8017/40500 train_loss:1.7418 aux_loss:0.0030 train_time:5785232ms step_avg:722.52ms
step:8018/40500 train_loss:1.7112 aux_loss:0.0030 train_time:5785953ms step_avg:722.52ms
step:8019/40500 train_loss:1.7568 aux_loss:0.0030 train_time:5786673ms step_avg:722.52ms
step:8020/40500 train_loss:1.7381 aux_loss:0.0030 train_time:5787393ms step_avg:722.52ms
step:8021/40500 train_loss:1.6929 aux_loss:0.0030 train_time:5788115ms step_avg:722.52ms
step:8022/40500 train_loss:1.7622 aux_loss:0.0031 train_time:5788837ms step_avg:722.52ms
step:8023/40500 train_loss:1.7417 aux_loss:0.0030 train_time:5789558ms step_avg:722.52ms
step:8024/40500 train_loss:1.7197 aux_loss:0.0028 train_time:5790280ms step_avg:722.52ms
step:8025/40500 train_loss:1.7146 aux_loss:0.0028 train_time:5791003ms step_avg:722.52ms
step:8026/40500 train_loss:1.7487 aux_loss:0.0031 train_time:5791725ms step_avg:722.52ms
step:8027/40500 train_loss:1.7024 aux_loss:0.0032 train_time:5792446ms step_avg:722.52ms
step:8028/40500 train_loss:1.7207 aux_loss:0.0030 train_time:5793166ms step_avg:722.52ms
step:8029/40500 train_loss:1.7053 aux_loss:0.0030 train_time:5793887ms step_avg:722.52ms
step:8030/40500 train_loss:1.7337 aux_loss:0.0032 train_time:5794607ms step_avg:722.52ms
step:8031/40500 train_loss:1.7021 aux_loss:0.0032 train_time:5795328ms step_avg:722.52ms
step:8032/40500 train_loss:1.7034 aux_loss:0.0031 train_time:5796048ms step_avg:722.52ms
step:8033/40500 train_loss:1.6287 aux_loss:0.0030 train_time:5796768ms step_avg:722.52ms
step:8034/40500 train_loss:1.7113 aux_loss:0.0032 train_time:5797487ms step_avg:722.52ms
step:8035/40500 train_loss:1.6744 aux_loss:0.0030 train_time:5798207ms step_avg:722.52ms
step:8036/40500 train_loss:1.7084 aux_loss:0.0029 train_time:5798927ms step_avg:722.52ms
step:8037/40500 train_loss:1.7067 aux_loss:0.0030 train_time:5799646ms step_avg:722.52ms
step:8038/40500 train_loss:1.6845 aux_loss:0.0033 train_time:5800366ms step_avg:722.52ms
step:8039/40500 train_loss:1.7339 aux_loss:0.0032 train_time:5801086ms step_avg:722.52ms
step:8040/40500 train_loss:1.7309 aux_loss:0.0029 train_time:5801805ms step_avg:722.52ms
step:8041/40500 train_loss:1.7041 aux_loss:0.0029 train_time:5802525ms step_avg:722.52ms
step:8042/40500 train_loss:1.6946 aux_loss:0.0030 train_time:5803244ms step_avg:722.52ms
step:8043/40500 train_loss:1.8613 aux_loss:0.0031 train_time:5803963ms step_avg:722.51ms
step:8044/40500 train_loss:1.7356 aux_loss:0.0032 train_time:5804684ms step_avg:722.51ms
step:8045/40500 train_loss:1.7138 aux_loss:0.0029 train_time:5805403ms step_avg:722.51ms
step:8046/40500 train_loss:1.7097 aux_loss:0.0029 train_time:5806123ms step_avg:722.51ms
step:8047/40500 train_loss:1.7770 aux_loss:0.0030 train_time:5806843ms step_avg:722.51ms
step:8048/40500 train_loss:1.6367 aux_loss:0.0030 train_time:5807563ms step_avg:722.51ms
step:8049/40500 train_loss:1.6875 aux_loss:0.0029 train_time:5808282ms step_avg:722.51ms
step:8050/40500 train_loss:1.6989 aux_loss:0.0029 train_time:5809002ms step_avg:722.51ms
step:8051/40500 train_loss:1.7022 aux_loss:0.0031 train_time:5809721ms step_avg:722.51ms
step:8052/40500 train_loss:1.7368 aux_loss:0.0028 train_time:5810442ms step_avg:722.51ms
step:8053/40500 train_loss:1.6868 aux_loss:0.0031 train_time:5811162ms step_avg:722.51ms
step:8054/40500 train_loss:1.7335 aux_loss:0.0031 train_time:5811882ms step_avg:722.51ms
step:8055/40500 train_loss:1.7515 aux_loss:0.0030 train_time:5812602ms step_avg:722.51ms
step:8056/40500 train_loss:1.7842 aux_loss:0.0029 train_time:5813322ms step_avg:722.51ms
step:8057/40500 train_loss:1.7043 aux_loss:0.0029 train_time:5814043ms step_avg:722.51ms
step:8058/40500 train_loss:1.6750 aux_loss:0.0029 train_time:5814764ms step_avg:722.51ms
step:8059/40500 train_loss:1.7293 aux_loss:0.0029 train_time:5815485ms step_avg:722.51ms
step:8060/40500 train_loss:1.6794 aux_loss:0.0031 train_time:5816202ms step_avg:722.51ms
step:8061/40500 train_loss:1.6402 aux_loss:0.0030 train_time:5816925ms step_avg:722.51ms
step:8062/40500 train_loss:1.6450 aux_loss:0.0030 train_time:5817646ms step_avg:722.51ms
step:8063/40500 train_loss:1.7190 aux_loss:0.0030 train_time:5818369ms step_avg:722.51ms
step:8064/40500 train_loss:1.7238 aux_loss:0.0030 train_time:5819091ms step_avg:722.51ms
step:8065/40500 train_loss:1.7086 aux_loss:0.0032 train_time:5819813ms step_avg:722.51ms
step:8066/40500 train_loss:1.6996 aux_loss:0.0031 train_time:5820533ms step_avg:722.51ms
step:8067/40500 train_loss:1.6955 aux_loss:0.0030 train_time:5821253ms step_avg:722.51ms
step:8068/40500 train_loss:1.7676 aux_loss:0.0029 train_time:5821971ms step_avg:722.51ms
step:8069/40500 train_loss:1.7503 aux_loss:0.0030 train_time:5822698ms step_avg:722.51ms
step:8070/40500 train_loss:1.7200 aux_loss:0.0030 train_time:5823420ms step_avg:722.51ms
step:8071/40500 train_loss:1.6755 aux_loss:0.0029 train_time:5824139ms step_avg:722.51ms
step:8072/40500 train_loss:1.7208 aux_loss:0.0029 train_time:5824858ms step_avg:722.51ms
step:8073/40500 train_loss:1.6665 aux_loss:0.0030 train_time:5825579ms step_avg:722.51ms
step:8074/40500 train_loss:1.6697 aux_loss:0.0032 train_time:5826299ms step_avg:722.51ms
step:8075/40500 train_loss:1.6776 aux_loss:0.0031 train_time:5827018ms step_avg:722.51ms
step:8076/40500 train_loss:1.7067 aux_loss:0.0029 train_time:5827740ms step_avg:722.51ms
step:8077/40500 train_loss:1.6791 aux_loss:0.0029 train_time:5828459ms step_avg:722.51ms
step:8078/40500 train_loss:1.7488 aux_loss:0.0031 train_time:5829177ms step_avg:722.51ms
step:8079/40500 train_loss:1.7100 aux_loss:0.0030 train_time:5829897ms step_avg:722.51ms
step:8080/40500 train_loss:1.6916 aux_loss:0.0029 train_time:5830617ms step_avg:722.51ms
step:8081/40500 train_loss:1.7531 aux_loss:0.0031 train_time:5831339ms step_avg:722.51ms
step:8082/40500 train_loss:1.7871 aux_loss:0.0030 train_time:5832060ms step_avg:722.50ms
step:8083/40500 train_loss:1.6859 aux_loss:0.0034 train_time:5832777ms step_avg:722.50ms
step:8084/40500 train_loss:1.6818 aux_loss:0.0031 train_time:5833496ms step_avg:722.50ms
step:8085/40500 train_loss:1.7172 aux_loss:0.0030 train_time:5834216ms step_avg:722.50ms
step:8086/40500 train_loss:1.7130 aux_loss:0.0027 train_time:5834935ms step_avg:722.50ms
step:8087/40500 train_loss:1.7466 aux_loss:0.0028 train_time:5835654ms step_avg:722.50ms
step:8088/40500 train_loss:1.7008 aux_loss:0.0030 train_time:5836378ms step_avg:722.50ms
step:8089/40500 train_loss:1.7668 aux_loss:0.0030 train_time:5837098ms step_avg:722.50ms
step:8090/40500 train_loss:1.7605 aux_loss:0.0030 train_time:5837815ms step_avg:722.50ms
step:8091/40500 train_loss:1.6917 aux_loss:0.0030 train_time:5838535ms step_avg:722.50ms
step:8092/40500 train_loss:1.6712 aux_loss:0.0030 train_time:5839255ms step_avg:722.50ms
step:8093/40500 train_loss:1.6572 aux_loss:0.0030 train_time:5839974ms step_avg:722.50ms
step:8094/40500 train_loss:1.7156 aux_loss:0.0031 train_time:5840694ms step_avg:722.50ms
step:8095/40500 train_loss:1.6432 aux_loss:0.0030 train_time:5841416ms step_avg:722.50ms
step:8096/40500 train_loss:1.7020 aux_loss:0.0033 train_time:5842134ms step_avg:722.50ms
step:8097/40500 train_loss:1.6993 aux_loss:0.0034 train_time:5842854ms step_avg:722.50ms
step:8098/40500 train_loss:1.7372 aux_loss:0.0030 train_time:5843576ms step_avg:722.50ms
step:8099/40500 train_loss:1.6997 aux_loss:0.0031 train_time:5844297ms step_avg:722.50ms
step:8100/40500 train_loss:1.7091 aux_loss:0.0028 train_time:5845017ms step_avg:722.50ms
step:8101/40500 train_loss:1.6842 aux_loss:0.0029 train_time:5845736ms step_avg:722.50ms
step:8102/40500 train_loss:1.6793 aux_loss:0.0029 train_time:5846455ms step_avg:722.50ms
step:8103/40500 train_loss:1.6646 aux_loss:0.0029 train_time:5847176ms step_avg:722.50ms
step:8104/40500 train_loss:1.7008 aux_loss:0.0028 train_time:5847893ms step_avg:722.50ms
step:8105/40500 train_loss:1.7738 aux_loss:0.0030 train_time:5848612ms step_avg:722.50ms
step:8106/40500 train_loss:1.7574 aux_loss:0.0031 train_time:5849331ms step_avg:722.50ms
step:8107/40500 train_loss:1.7262 aux_loss:0.0028 train_time:5850051ms step_avg:722.50ms
step:8108/40500 train_loss:1.7470 aux_loss:0.0030 train_time:5850771ms step_avg:722.50ms
step:8109/40500 train_loss:1.7568 aux_loss:0.0032 train_time:5851491ms step_avg:722.50ms
step:8110/40500 train_loss:1.7402 aux_loss:0.0030 train_time:5852211ms step_avg:722.50ms
step:8111/40500 train_loss:1.7546 aux_loss:0.0030 train_time:5852930ms step_avg:722.49ms
step:8112/40500 train_loss:1.7061 aux_loss:0.0031 train_time:5853649ms step_avg:722.49ms
step:8113/40500 train_loss:1.6941 aux_loss:0.0032 train_time:5854370ms step_avg:722.49ms
step:8114/40500 train_loss:1.7347 aux_loss:0.0032 train_time:5855090ms step_avg:722.49ms
step:8115/40500 train_loss:1.6330 aux_loss:0.0030 train_time:5855809ms step_avg:722.49ms
step:8116/40500 train_loss:1.6847 aux_loss:0.0032 train_time:5856530ms step_avg:722.49ms
step:8117/40500 train_loss:1.7608 aux_loss:0.0030 train_time:5857250ms step_avg:722.49ms
step:8118/40500 train_loss:1.7008 aux_loss:0.0029 train_time:5857970ms step_avg:722.49ms
step:8119/40500 train_loss:1.7253 aux_loss:0.0029 train_time:5858689ms step_avg:722.49ms
step:8120/40500 train_loss:1.7151 aux_loss:0.0035 train_time:5859409ms step_avg:722.49ms
step:8121/40500 train_loss:1.6870 aux_loss:0.0031 train_time:5860129ms step_avg:722.49ms
step:8122/40500 train_loss:1.6973 aux_loss:0.0030 train_time:5860848ms step_avg:722.49ms
step:8123/40500 train_loss:1.7021 aux_loss:0.0032 train_time:5861568ms step_avg:722.49ms
step:8124/40500 train_loss:1.7545 aux_loss:0.0031 train_time:5862288ms step_avg:722.49ms
step:8125/40500 train_loss:1.7079 aux_loss:0.0031 train_time:5863008ms step_avg:722.49ms
step:8126/40500 train_loss:1.7271 aux_loss:0.0028 train_time:5863726ms step_avg:722.49ms
step:8127/40500 train_loss:1.7685 aux_loss:0.0030 train_time:5864445ms step_avg:722.49ms
step:8128/40500 train_loss:1.6620 aux_loss:0.0029 train_time:5865167ms step_avg:722.49ms
step:8129/40500 train_loss:1.7176 aux_loss:0.0030 train_time:5865886ms step_avg:722.49ms
step:8130/40500 train_loss:1.7237 aux_loss:0.0031 train_time:5866607ms step_avg:722.49ms
step:8131/40500 train_loss:1.7271 aux_loss:0.0031 train_time:5867327ms step_avg:722.49ms
step:8132/40500 train_loss:1.6684 aux_loss:0.0030 train_time:5868046ms step_avg:722.49ms
step:8133/40500 train_loss:1.6922 aux_loss:0.0029 train_time:5868767ms step_avg:722.49ms
step:8134/40500 train_loss:1.7474 aux_loss:0.0030 train_time:5869487ms step_avg:722.49ms
step:8135/40500 train_loss:1.7038 aux_loss:0.0033 train_time:5870207ms step_avg:722.49ms
step:8136/40500 train_loss:1.7194 aux_loss:0.0031 train_time:5870926ms step_avg:722.49ms
step:8137/40500 train_loss:1.7129 aux_loss:0.0031 train_time:5871647ms step_avg:722.49ms
step:8138/40500 train_loss:1.7120 aux_loss:0.0033 train_time:5872366ms step_avg:722.49ms
step:8139/40500 train_loss:1.7176 aux_loss:0.0032 train_time:5873085ms step_avg:722.49ms
step:8140/40500 train_loss:1.7081 aux_loss:0.0031 train_time:5873804ms step_avg:722.49ms
step:8141/40500 train_loss:1.7093 aux_loss:0.0032 train_time:5874521ms step_avg:722.48ms
step:8142/40500 train_loss:1.6855 aux_loss:0.0031 train_time:5875245ms step_avg:722.48ms
step:8143/40500 train_loss:1.6788 aux_loss:0.0031 train_time:5875964ms step_avg:722.48ms
step:8144/40500 train_loss:1.6905 aux_loss:0.0029 train_time:5876683ms step_avg:722.48ms
step:8145/40500 train_loss:1.6596 aux_loss:0.0028 train_time:5877403ms step_avg:722.48ms
step:8146/40500 train_loss:1.6674 aux_loss:0.0029 train_time:5878124ms step_avg:722.48ms
step:8147/40500 train_loss:1.6755 aux_loss:0.0030 train_time:5878843ms step_avg:722.48ms
step:8148/40500 train_loss:1.6946 aux_loss:0.0030 train_time:5879563ms step_avg:722.48ms
step:8149/40500 train_loss:1.7543 aux_loss:0.0030 train_time:5880282ms step_avg:722.48ms
step:8150/40500 train_loss:1.7142 aux_loss:0.0032 train_time:5881002ms step_avg:722.48ms
step:8151/40500 train_loss:1.7136 aux_loss:0.0030 train_time:5881723ms step_avg:722.48ms
step:8152/40500 train_loss:1.6468 aux_loss:0.0029 train_time:5882442ms step_avg:722.48ms
step:8153/40500 train_loss:1.6417 aux_loss:0.0030 train_time:5883162ms step_avg:722.48ms
step:8154/40500 train_loss:1.6743 aux_loss:0.0029 train_time:5883881ms step_avg:722.48ms
step:8155/40500 train_loss:1.6913 aux_loss:0.0031 train_time:5884601ms step_avg:722.48ms
step:8156/40500 train_loss:1.7050 aux_loss:0.0027 train_time:5885322ms step_avg:722.48ms
step:8157/40500 train_loss:1.7173 aux_loss:0.0028 train_time:5886041ms step_avg:722.48ms
step:8158/40500 train_loss:1.6586 aux_loss:0.0030 train_time:5886761ms step_avg:722.48ms
step:8159/40500 train_loss:1.7035 aux_loss:0.0030 train_time:5887480ms step_avg:722.48ms
step:8160/40500 train_loss:1.7103 aux_loss:0.0032 train_time:5888200ms step_avg:722.48ms
step:8161/40500 train_loss:1.7421 aux_loss:0.0032 train_time:5888919ms step_avg:722.48ms
step:8162/40500 train_loss:1.7487 aux_loss:0.0029 train_time:5889637ms step_avg:722.48ms
step:8163/40500 train_loss:1.7567 aux_loss:0.0030 train_time:5890361ms step_avg:722.48ms
step:8164/40500 train_loss:1.7249 aux_loss:0.0032 train_time:5891081ms step_avg:722.48ms
step:8165/40500 train_loss:1.7083 aux_loss:0.0030 train_time:5891802ms step_avg:722.48ms
step:8166/40500 train_loss:1.6567 aux_loss:0.0030 train_time:5892522ms step_avg:722.48ms
step:8167/40500 train_loss:1.7664 aux_loss:0.0030 train_time:5893240ms step_avg:722.48ms
step:8168/40500 train_loss:1.7447 aux_loss:0.0029 train_time:5893959ms step_avg:722.48ms
step:8169/40500 train_loss:1.6971 aux_loss:0.0030 train_time:5894679ms step_avg:722.48ms
step:8170/40500 train_loss:1.6996 aux_loss:0.0030 train_time:5895398ms step_avg:722.48ms
step:8171/40500 train_loss:1.7118 aux_loss:0.0030 train_time:5896117ms step_avg:722.47ms
step:8172/40500 train_loss:1.6632 aux_loss:0.0029 train_time:5896839ms step_avg:722.47ms
step:8173/40500 train_loss:1.6923 aux_loss:0.0030 train_time:5897558ms step_avg:722.47ms
step:8174/40500 train_loss:1.7162 aux_loss:0.0029 train_time:5898278ms step_avg:722.47ms
step:8175/40500 train_loss:1.7037 aux_loss:0.0027 train_time:5898997ms step_avg:722.47ms
step:8176/40500 train_loss:1.7181 aux_loss:0.0029 train_time:5899716ms step_avg:722.47ms
step:8177/40500 train_loss:1.6695 aux_loss:0.0028 train_time:5900436ms step_avg:722.47ms
step:8178/40500 train_loss:1.7160 aux_loss:0.0030 train_time:5901156ms step_avg:722.47ms
step:8179/40500 train_loss:1.6324 aux_loss:0.0030 train_time:5901878ms step_avg:722.47ms
step:8180/40500 train_loss:1.6881 aux_loss:0.0029 train_time:5902596ms step_avg:722.47ms
step:8181/40500 train_loss:1.7289 aux_loss:0.0031 train_time:5903316ms step_avg:722.47ms
step:8182/40500 train_loss:1.6811 aux_loss:0.0030 train_time:5904035ms step_avg:722.47ms
step:8183/40500 train_loss:1.7123 aux_loss:0.0033 train_time:5904754ms step_avg:722.47ms
step:8184/40500 train_loss:1.6993 aux_loss:0.0029 train_time:5905475ms step_avg:722.47ms
step:8185/40500 train_loss:1.7106 aux_loss:0.0027 train_time:5906195ms step_avg:722.47ms
step:8186/40500 train_loss:1.6924 aux_loss:0.0030 train_time:5906915ms step_avg:722.47ms
step:8187/40500 train_loss:1.6930 aux_loss:0.0031 train_time:5907634ms step_avg:722.47ms
step:8188/40500 train_loss:1.7082 aux_loss:0.0030 train_time:5908355ms step_avg:722.47ms
step:8189/40500 train_loss:1.7233 aux_loss:0.0031 train_time:5909073ms step_avg:722.47ms
step:8190/40500 train_loss:1.6974 aux_loss:0.0031 train_time:5909792ms step_avg:722.47ms
step:8191/40500 train_loss:1.6597 aux_loss:0.0029 train_time:5910513ms step_avg:722.47ms
step:8192/40500 train_loss:1.7401 aux_loss:0.0031 train_time:5911232ms step_avg:722.47ms
step:8193/40500 train_loss:1.7013 aux_loss:0.0030 train_time:5911954ms step_avg:722.47ms
step:8194/40500 train_loss:1.6570 aux_loss:0.0028 train_time:5912673ms step_avg:722.47ms
step:8195/40500 train_loss:1.7253 aux_loss:0.0029 train_time:5913394ms step_avg:722.47ms
step:8196/40500 train_loss:1.7087 aux_loss:0.0031 train_time:5914113ms step_avg:722.47ms
step:8197/40500 train_loss:1.6781 aux_loss:0.0032 train_time:5914833ms step_avg:722.47ms
step:8198/40500 train_loss:1.8089 aux_loss:0.0036 train_time:5915553ms step_avg:722.47ms
step:8199/40500 train_loss:1.7423 aux_loss:0.0031 train_time:5916272ms step_avg:722.47ms
step:8200/40500 train_loss:1.7231 aux_loss:0.0032 train_time:5916992ms step_avg:722.47ms
step:8201/40500 train_loss:1.7289 aux_loss:0.0032 train_time:5917712ms step_avg:722.47ms
step:8202/40500 train_loss:1.7571 aux_loss:0.0029 train_time:5918433ms step_avg:722.47ms
step:8203/40500 train_loss:1.6389 aux_loss:0.0029 train_time:5919152ms step_avg:722.46ms
step:8204/40500 train_loss:1.7603 aux_loss:0.0030 train_time:5919872ms step_avg:722.46ms
step:8205/40500 train_loss:1.6791 aux_loss:0.0028 train_time:5920591ms step_avg:722.46ms
step:8206/40500 train_loss:1.7211 aux_loss:0.0030 train_time:5921311ms step_avg:722.46ms
step:8207/40500 train_loss:1.7323 aux_loss:0.0030 train_time:5922032ms step_avg:722.46ms
step:8208/40500 train_loss:1.6302 aux_loss:0.0029 train_time:5922751ms step_avg:722.46ms
step:8209/40500 train_loss:1.6870 aux_loss:0.0029 train_time:5923470ms step_avg:722.46ms
step:8210/40500 train_loss:1.7159 aux_loss:0.0029 train_time:5924189ms step_avg:722.46ms
step:8211/40500 train_loss:1.6780 aux_loss:0.0030 train_time:5924907ms step_avg:722.46ms
step:8212/40500 train_loss:1.7014 aux_loss:0.0030 train_time:5925630ms step_avg:722.46ms
step:8213/40500 train_loss:1.6747 aux_loss:0.0030 train_time:5926350ms step_avg:722.46ms
step:8214/40500 train_loss:1.7107 aux_loss:0.0031 train_time:5927069ms step_avg:722.46ms
step:8215/40500 train_loss:1.6540 aux_loss:0.0028 train_time:5927788ms step_avg:722.46ms
step:8216/40500 train_loss:1.6897 aux_loss:0.0031 train_time:5928508ms step_avg:722.46ms
step:8217/40500 train_loss:1.7326 aux_loss:0.0033 train_time:5929228ms step_avg:722.46ms
step:8218/40500 train_loss:1.7049 aux_loss:0.0030 train_time:5929948ms step_avg:722.46ms
step:8219/40500 train_loss:1.6606 aux_loss:0.0029 train_time:5930667ms step_avg:722.46ms
step:8220/40500 train_loss:1.7103 aux_loss:0.0031 train_time:5931388ms step_avg:722.46ms
step:8221/40500 train_loss:1.7096 aux_loss:0.0031 train_time:5932109ms step_avg:722.46ms
step:8222/40500 train_loss:1.6635 aux_loss:0.0028 train_time:5932828ms step_avg:722.46ms
step:8223/40500 train_loss:1.6968 aux_loss:0.0028 train_time:5933547ms step_avg:722.46ms
step:8224/40500 train_loss:1.6778 aux_loss:0.0030 train_time:5934266ms step_avg:722.46ms
step:8225/40500 train_loss:1.7468 aux_loss:0.0031 train_time:5934986ms step_avg:722.46ms
step:8226/40500 train_loss:1.7158 aux_loss:0.0029 train_time:5935705ms step_avg:722.46ms
step:8227/40500 train_loss:1.7387 aux_loss:0.0030 train_time:5936425ms step_avg:722.46ms
step:8228/40500 train_loss:1.7322 aux_loss:0.0030 train_time:5937147ms step_avg:722.46ms
step:8229/40500 train_loss:1.6815 aux_loss:0.0029 train_time:5937866ms step_avg:722.46ms
step:8230/40500 train_loss:1.7052 aux_loss:0.0028 train_time:5938587ms step_avg:722.46ms
step:8231/40500 train_loss:1.6791 aux_loss:0.0028 train_time:5939305ms step_avg:722.46ms
step:8232/40500 train_loss:1.7023 aux_loss:0.0030 train_time:5940026ms step_avg:722.46ms
step:8233/40500 train_loss:1.7120 aux_loss:0.0029 train_time:5940745ms step_avg:722.45ms
step:8234/40500 train_loss:1.7478 aux_loss:0.0031 train_time:5941464ms step_avg:722.45ms
step:8235/40500 train_loss:1.7581 aux_loss:0.0031 train_time:5942185ms step_avg:722.45ms
step:8236/40500 train_loss:1.6679 aux_loss:0.0032 train_time:5942904ms step_avg:722.45ms
step:8237/40500 train_loss:1.7756 aux_loss:0.0029 train_time:5943625ms step_avg:722.45ms
step:8238/40500 train_loss:1.6697 aux_loss:0.0029 train_time:5944343ms step_avg:722.45ms
step:8239/40500 train_loss:1.7238 aux_loss:0.0032 train_time:5945063ms step_avg:722.45ms
step:8240/40500 train_loss:1.7345 aux_loss:0.0033 train_time:5945785ms step_avg:722.45ms
step:8241/40500 train_loss:1.7111 aux_loss:0.0031 train_time:5946504ms step_avg:722.45ms
step:8242/40500 train_loss:1.6899 aux_loss:0.0032 train_time:5947223ms step_avg:722.45ms
step:8243/40500 train_loss:1.6842 aux_loss:0.0029 train_time:5947943ms step_avg:722.45ms
step:8244/40500 train_loss:1.6670 aux_loss:0.0029 train_time:5948663ms step_avg:722.45ms
step:8245/40500 train_loss:1.6524 aux_loss:0.0033 train_time:5949380ms step_avg:722.45ms
step:8246/40500 train_loss:1.7847 aux_loss:0.0031 train_time:5950101ms step_avg:722.45ms
step:8247/40500 train_loss:1.7006 aux_loss:0.0031 train_time:5950821ms step_avg:722.45ms
step:8248/40500 train_loss:1.7400 aux_loss:0.0029 train_time:5951541ms step_avg:722.45ms
step:8249/40500 train_loss:1.7154 aux_loss:0.0031 train_time:5952261ms step_avg:722.45ms
step:8250/40500 train_loss:1.7149 aux_loss:0.0029 train_time:5952981ms step_avg:722.45ms
step:8251/40500 train_loss:1.7818 aux_loss:0.0028 train_time:5953702ms step_avg:722.45ms
step:8252/40500 train_loss:1.7391 aux_loss:0.0028 train_time:5954423ms step_avg:722.45ms
step:8253/40500 train_loss:1.7122 aux_loss:0.0030 train_time:5955144ms step_avg:722.45ms
step:8254/40500 train_loss:1.7201 aux_loss:0.0032 train_time:5955863ms step_avg:722.45ms
step:8255/40500 train_loss:1.6372 aux_loss:0.0029 train_time:5956580ms step_avg:722.45ms
step:8256/40500 train_loss:1.6812 aux_loss:0.0030 train_time:5957300ms step_avg:722.45ms
step:8257/40500 train_loss:1.6915 aux_loss:0.0032 train_time:5958021ms step_avg:722.45ms
step:8258/40500 train_loss:1.6587 aux_loss:0.0029 train_time:5958741ms step_avg:722.45ms
step:8259/40500 train_loss:1.7060 aux_loss:0.0031 train_time:5959461ms step_avg:722.45ms
step:8260/40500 train_loss:1.6814 aux_loss:0.0031 train_time:5960180ms step_avg:722.45ms
step:8261/40500 train_loss:1.7415 aux_loss:0.0029 train_time:5960900ms step_avg:722.45ms
step:8262/40500 train_loss:1.7080 aux_loss:0.0035 train_time:5961619ms step_avg:722.45ms
step:8263/40500 train_loss:1.7293 aux_loss:0.0030 train_time:5962341ms step_avg:722.45ms
step:8264/40500 train_loss:1.7741 aux_loss:0.0034 train_time:5963060ms step_avg:722.44ms
step:8265/40500 train_loss:1.6843 aux_loss:0.0034 train_time:5963779ms step_avg:722.44ms
step:8266/40500 train_loss:1.6570 aux_loss:0.0031 train_time:5964499ms step_avg:722.44ms
step:8267/40500 train_loss:1.6411 aux_loss:0.0030 train_time:5965219ms step_avg:722.44ms
step:8268/40500 train_loss:1.7112 aux_loss:0.0030 train_time:5965940ms step_avg:722.44ms
step:8269/40500 train_loss:1.7082 aux_loss:0.0032 train_time:5966659ms step_avg:722.44ms
step:8270/40500 train_loss:1.6093 aux_loss:0.0031 train_time:5967378ms step_avg:722.44ms
step:8271/40500 train_loss:1.6832 aux_loss:0.0030 train_time:5968097ms step_avg:722.44ms
step:8272/40500 train_loss:1.6702 aux_loss:0.0029 train_time:5968819ms step_avg:722.44ms
step:8273/40500 train_loss:1.6523 aux_loss:0.0031 train_time:5969538ms step_avg:722.44ms
step:8274/40500 train_loss:1.7587 aux_loss:0.0034 train_time:5970257ms step_avg:722.44ms
step:8275/40500 train_loss:1.6407 aux_loss:0.0031 train_time:5970977ms step_avg:722.44ms
step:8276/40500 train_loss:1.7232 aux_loss:0.0029 train_time:5971697ms step_avg:722.44ms
step:8277/40500 train_loss:1.7179 aux_loss:0.0032 train_time:5972418ms step_avg:722.44ms
step:8278/40500 train_loss:1.6600 aux_loss:0.0033 train_time:5973136ms step_avg:722.44ms
step:8279/40500 train_loss:1.7354 aux_loss:0.0033 train_time:5973855ms step_avg:722.44ms
step:8280/40500 train_loss:1.6809 aux_loss:0.0030 train_time:5974575ms step_avg:722.44ms
step:8281/40500 train_loss:1.6725 aux_loss:0.0031 train_time:5975294ms step_avg:722.44ms
step:8282/40500 train_loss:1.7375 aux_loss:0.0031 train_time:5976012ms step_avg:722.44ms
step:8283/40500 train_loss:1.6647 aux_loss:0.0031 train_time:5976732ms step_avg:722.44ms
step:8284/40500 train_loss:1.6862 aux_loss:0.0030 train_time:5977454ms step_avg:722.44ms
step:8285/40500 train_loss:1.6791 aux_loss:0.0030 train_time:5978172ms step_avg:722.44ms
step:8286/40500 train_loss:1.6759 aux_loss:0.0032 train_time:5978892ms step_avg:722.44ms
step:8287/40500 train_loss:1.6605 aux_loss:0.0030 train_time:5979612ms step_avg:722.44ms
step:8288/40500 train_loss:1.7137 aux_loss:0.0029 train_time:5980334ms step_avg:722.44ms
step:8289/40500 train_loss:1.7263 aux_loss:0.0032 train_time:5981054ms step_avg:722.44ms
step:8290/40500 train_loss:1.7152 aux_loss:0.0028 train_time:5981773ms step_avg:722.44ms
step:8291/40500 train_loss:1.6674 aux_loss:0.0031 train_time:5982495ms step_avg:722.44ms
step:8292/40500 train_loss:1.7361 aux_loss:0.0030 train_time:5983213ms step_avg:722.44ms
step:8293/40500 train_loss:1.7354 aux_loss:0.0030 train_time:5983933ms step_avg:722.44ms
step:8294/40500 train_loss:1.6720 aux_loss:0.0031 train_time:5984653ms step_avg:722.44ms
step:8295/40500 train_loss:1.6710 aux_loss:0.0029 train_time:5985372ms step_avg:722.43ms
step:8296/40500 train_loss:1.6697 aux_loss:0.0030 train_time:5986094ms step_avg:722.43ms
step:8297/40500 train_loss:1.7172 aux_loss:0.0030 train_time:5986812ms step_avg:722.43ms
step:8298/40500 train_loss:1.7078 aux_loss:0.0029 train_time:5987532ms step_avg:722.43ms
step:8299/40500 train_loss:1.7033 aux_loss:0.0029 train_time:5988252ms step_avg:722.43ms
step:8300/40500 train_loss:1.7089 aux_loss:0.0027 train_time:5988972ms step_avg:722.43ms
step:8301/40500 train_loss:1.6989 aux_loss:0.0029 train_time:5989690ms step_avg:722.43ms
step:8302/40500 train_loss:1.7119 aux_loss:0.0028 train_time:5990409ms step_avg:722.43ms
step:8303/40500 train_loss:1.6955 aux_loss:0.0030 train_time:5991130ms step_avg:722.43ms
step:8304/40500 train_loss:1.7043 aux_loss:0.0030 train_time:5991850ms step_avg:722.43ms
step:8305/40500 train_loss:1.7146 aux_loss:0.0031 train_time:5992570ms step_avg:722.43ms
step:8306/40500 train_loss:1.6960 aux_loss:0.0027 train_time:5993291ms step_avg:722.43ms
step:8307/40500 train_loss:1.6663 aux_loss:0.0029 train_time:5994011ms step_avg:722.43ms
step:8308/40500 train_loss:1.7151 aux_loss:0.0029 train_time:5994728ms step_avg:722.43ms
step:8309/40500 train_loss:1.7116 aux_loss:0.0030 train_time:5995449ms step_avg:722.43ms
step:8310/40500 train_loss:1.7228 aux_loss:0.0031 train_time:5996169ms step_avg:722.43ms
step:8311/40500 train_loss:1.7562 aux_loss:0.0033 train_time:5996888ms step_avg:722.43ms
step:8312/40500 train_loss:1.6663 aux_loss:0.0030 train_time:5997609ms step_avg:722.43ms
step:8313/40500 train_loss:1.6905 aux_loss:0.0030 train_time:5998328ms step_avg:722.43ms
step:8314/40500 train_loss:1.7882 aux_loss:0.0032 train_time:5999049ms step_avg:722.43ms
step:8315/40500 train_loss:1.7571 aux_loss:0.0032 train_time:5999768ms step_avg:722.43ms
step:8316/40500 train_loss:1.6570 aux_loss:0.0039 train_time:6000487ms step_avg:722.43ms
step:8317/40500 train_loss:1.6129 aux_loss:0.0030 train_time:6001207ms step_avg:722.43ms
step:8318/40500 train_loss:1.6497 aux_loss:0.0033 train_time:6001927ms step_avg:722.43ms
step:8319/40500 train_loss:1.6680 aux_loss:0.0032 train_time:6002647ms step_avg:722.43ms
step:8320/40500 train_loss:1.6449 aux_loss:0.0032 train_time:6003367ms step_avg:722.43ms
step:8321/40500 train_loss:1.7146 aux_loss:0.0029 train_time:6004087ms step_avg:722.43ms
step:8322/40500 train_loss:1.7293 aux_loss:0.0031 train_time:6004807ms step_avg:722.43ms
step:8323/40500 train_loss:1.6962 aux_loss:0.0031 train_time:6005527ms step_avg:722.43ms
step:8324/40500 train_loss:1.7094 aux_loss:0.0029 train_time:6006244ms step_avg:722.43ms
step:8325/40500 train_loss:1.7260 aux_loss:0.0031 train_time:6006965ms step_avg:722.43ms
step:8326/40500 train_loss:1.7752 aux_loss:0.0032 train_time:6007686ms step_avg:722.42ms
step:8327/40500 train_loss:1.7531 aux_loss:0.0029 train_time:6008406ms step_avg:722.42ms
step:8328/40500 train_loss:1.7377 aux_loss:0.0028 train_time:6009129ms step_avg:722.42ms
step:8329/40500 train_loss:1.6518 aux_loss:0.0035 train_time:6009847ms step_avg:722.42ms
step:8330/40500 train_loss:1.6805 aux_loss:0.0031 train_time:6010567ms step_avg:722.42ms
step:8331/40500 train_loss:1.6986 aux_loss:0.0028 train_time:6011287ms step_avg:722.42ms
step:8332/40500 train_loss:1.6983 aux_loss:0.0027 train_time:6012006ms step_avg:722.42ms
step:8333/40500 train_loss:1.6452 aux_loss:0.0032 train_time:6012726ms step_avg:722.42ms
step:8334/40500 train_loss:1.6991 aux_loss:0.0030 train_time:6013445ms step_avg:722.42ms
step:8335/40500 train_loss:1.6598 aux_loss:0.0030 train_time:6014164ms step_avg:722.42ms
step:8336/40500 train_loss:1.7664 aux_loss:0.0030 train_time:6014884ms step_avg:722.42ms
step:8337/40500 train_loss:1.7173 aux_loss:0.0030 train_time:6015603ms step_avg:722.42ms
step:8338/40500 train_loss:1.7181 aux_loss:0.0030 train_time:6016324ms step_avg:722.42ms
step:8339/40500 train_loss:1.7786 aux_loss:0.0029 train_time:6017043ms step_avg:722.42ms
step:8340/40500 train_loss:1.7629 aux_loss:0.0032 train_time:6017763ms step_avg:722.42ms
step:8341/40500 train_loss:1.6987 aux_loss:0.0029 train_time:6018483ms step_avg:722.42ms
step:8342/40500 train_loss:1.6956 aux_loss:0.0031 train_time:6019204ms step_avg:722.42ms
step:8343/40500 train_loss:1.6821 aux_loss:0.0030 train_time:6019922ms step_avg:722.42ms
step:8344/40500 train_loss:1.7151 aux_loss:0.0029 train_time:6020642ms step_avg:722.42ms
step:8345/40500 train_loss:1.7217 aux_loss:0.0030 train_time:6021360ms step_avg:722.42ms
step:8346/40500 train_loss:1.7110 aux_loss:0.0031 train_time:6022080ms step_avg:722.42ms
step:8347/40500 train_loss:1.6922 aux_loss:0.0029 train_time:6022800ms step_avg:722.42ms
step:8348/40500 train_loss:1.6919 aux_loss:0.0030 train_time:6023521ms step_avg:722.42ms
step:8349/40500 train_loss:1.6893 aux_loss:0.0031 train_time:6024240ms step_avg:722.42ms
step:8350/40500 train_loss:1.7346 aux_loss:0.0030 train_time:6024960ms step_avg:722.42ms
step:8351/40500 train_loss:1.6771 aux_loss:0.0030 train_time:6025680ms step_avg:722.42ms
step:8352/40500 train_loss:1.7259 aux_loss:0.0032 train_time:6026400ms step_avg:722.42ms
step:8353/40500 train_loss:1.7303 aux_loss:0.0032 train_time:6027119ms step_avg:722.42ms
step:8354/40500 train_loss:1.6852 aux_loss:0.0030 train_time:6027839ms step_avg:722.42ms
step:8355/40500 train_loss:1.7193 aux_loss:0.0030 train_time:6028559ms step_avg:722.42ms
step:8356/40500 train_loss:1.6729 aux_loss:0.0034 train_time:6029280ms step_avg:722.42ms
step:8357/40500 train_loss:1.6770 aux_loss:0.0030 train_time:6029999ms step_avg:722.42ms
step:8358/40500 train_loss:1.7099 aux_loss:0.0028 train_time:6030719ms step_avg:722.41ms
step:8359/40500 train_loss:1.6284 aux_loss:0.0030 train_time:6031439ms step_avg:722.41ms
step:8360/40500 train_loss:1.7361 aux_loss:0.0030 train_time:6032159ms step_avg:722.41ms
step:8361/40500 train_loss:1.7157 aux_loss:0.0030 train_time:6032878ms step_avg:722.41ms
step:8362/40500 train_loss:1.6349 aux_loss:0.0030 train_time:6033598ms step_avg:722.41ms
step:8363/40500 train_loss:1.6895 aux_loss:0.0029 train_time:6034320ms step_avg:722.41ms
step:8364/40500 train_loss:1.7157 aux_loss:0.0031 train_time:6035038ms step_avg:722.41ms
step:8365/40500 train_loss:1.7032 aux_loss:0.0033 train_time:6035757ms step_avg:722.41ms
step:8366/40500 train_loss:1.6813 aux_loss:0.0033 train_time:6036478ms step_avg:722.41ms
step:8367/40500 train_loss:1.7367 aux_loss:0.0031 train_time:6037198ms step_avg:722.41ms
step:8368/40500 train_loss:1.8099 aux_loss:0.0031 train_time:6037919ms step_avg:722.41ms
step:8369/40500 train_loss:1.6989 aux_loss:0.0032 train_time:6038638ms step_avg:722.41ms
step:8370/40500 train_loss:1.6975 aux_loss:0.0030 train_time:6039357ms step_avg:722.41ms
step:8371/40500 train_loss:1.6928 aux_loss:0.0029 train_time:6040076ms step_avg:722.41ms
step:8372/40500 train_loss:1.7494 aux_loss:0.0030 train_time:6040797ms step_avg:722.41ms
step:8373/40500 train_loss:1.6655 aux_loss:0.0030 train_time:6041518ms step_avg:722.41ms
step:8374/40500 train_loss:1.6805 aux_loss:0.0028 train_time:6042237ms step_avg:722.41ms
step:8375/40500 train_loss:1.7687 aux_loss:0.0031 train_time:6042958ms step_avg:722.41ms
step:8376/40500 train_loss:1.7133 aux_loss:0.0028 train_time:6043676ms step_avg:722.41ms
step:8377/40500 train_loss:1.7687 aux_loss:0.0032 train_time:6044396ms step_avg:722.41ms
step:8378/40500 train_loss:1.6986 aux_loss:0.0031 train_time:6045116ms step_avg:722.41ms
step:8379/40500 train_loss:1.6925 aux_loss:0.0031 train_time:6045835ms step_avg:722.41ms
step:8380/40500 train_loss:1.7456 aux_loss:0.0028 train_time:6046556ms step_avg:722.41ms
step:8381/40500 train_loss:1.6554 aux_loss:0.0029 train_time:6047276ms step_avg:722.41ms
step:8382/40500 train_loss:1.7030 aux_loss:0.0031 train_time:6047995ms step_avg:722.41ms
step:8383/40500 train_loss:1.7971 aux_loss:0.0031 train_time:6048715ms step_avg:722.41ms
step:8384/40500 train_loss:1.7065 aux_loss:0.0032 train_time:6049434ms step_avg:722.41ms
step:8385/40500 train_loss:1.7315 aux_loss:0.0031 train_time:6050154ms step_avg:722.41ms
step:8386/40500 train_loss:1.6791 aux_loss:0.0028 train_time:6050873ms step_avg:722.41ms
step:8387/40500 train_loss:1.7053 aux_loss:0.0033 train_time:6051593ms step_avg:722.41ms
step:8388/40500 train_loss:1.7272 aux_loss:0.0030 train_time:6052313ms step_avg:722.41ms
step:8389/40500 train_loss:1.7083 aux_loss:0.0027 train_time:6053033ms step_avg:722.41ms
step:8390/40500 train_loss:1.7296 aux_loss:0.0028 train_time:6053752ms step_avg:722.40ms
step:8391/40500 train_loss:1.7427 aux_loss:0.0030 train_time:6054475ms step_avg:722.40ms
step:8392/40500 train_loss:1.6949 aux_loss:0.0030 train_time:6055197ms step_avg:722.40ms
step:8393/40500 train_loss:1.6938 aux_loss:0.0030 train_time:6055916ms step_avg:722.40ms
step:8394/40500 train_loss:1.7251 aux_loss:0.0029 train_time:6056637ms step_avg:722.40ms
step:8395/40500 train_loss:1.7577 aux_loss:0.0029 train_time:6057356ms step_avg:722.40ms
step:8396/40500 train_loss:1.7253 aux_loss:0.0031 train_time:6058077ms step_avg:722.40ms
step:8397/40500 train_loss:1.7372 aux_loss:0.0031 train_time:6058800ms step_avg:722.40ms
step:8398/40500 train_loss:1.6936 aux_loss:0.0031 train_time:6059521ms step_avg:722.40ms
step:8399/40500 train_loss:1.6872 aux_loss:0.0031 train_time:6060241ms step_avg:722.40ms
step:8400/40500 train_loss:1.7147 aux_loss:0.0033 train_time:6060961ms step_avg:722.40ms
step:8401/40500 train_loss:1.6446 aux_loss:0.0030 train_time:6061683ms step_avg:722.40ms
step:8402/40500 train_loss:1.7138 aux_loss:0.0028 train_time:6062403ms step_avg:722.40ms
step:8403/40500 train_loss:1.7402 aux_loss:0.0028 train_time:6063123ms step_avg:722.40ms
step:8404/40500 train_loss:1.7640 aux_loss:0.0029 train_time:6063845ms step_avg:722.40ms
step:8405/40500 train_loss:1.7308 aux_loss:0.0030 train_time:6064565ms step_avg:722.40ms
step:8406/40500 train_loss:1.6785 aux_loss:0.0032 train_time:6065285ms step_avg:722.40ms
step:8407/40500 train_loss:1.6671 aux_loss:0.0030 train_time:6066006ms step_avg:722.40ms
step:8408/40500 train_loss:1.7485 aux_loss:0.0033 train_time:6066729ms step_avg:722.40ms
step:8409/40500 train_loss:1.7166 aux_loss:0.0029 train_time:6067450ms step_avg:722.40ms
step:8410/40500 train_loss:1.6998 aux_loss:0.0030 train_time:6068170ms step_avg:722.40ms
step:8411/40500 train_loss:1.6632 aux_loss:0.0029 train_time:6068890ms step_avg:722.40ms
step:8412/40500 train_loss:1.7511 aux_loss:0.0029 train_time:6069609ms step_avg:722.40ms
step:8413/40500 train_loss:1.6925 aux_loss:0.0028 train_time:6070328ms step_avg:722.40ms
step:8414/40500 train_loss:1.7756 aux_loss:0.0029 train_time:6071047ms step_avg:722.40ms
step:8415/40500 train_loss:1.7194 aux_loss:0.0030 train_time:6071768ms step_avg:722.40ms
step:8416/40500 train_loss:1.7957 aux_loss:0.0029 train_time:6072488ms step_avg:722.40ms
step:8417/40500 train_loss:1.7691 aux_loss:0.0028 train_time:6073208ms step_avg:722.40ms
step:8418/40500 train_loss:1.7030 aux_loss:0.0029 train_time:6073929ms step_avg:722.40ms
step:8419/40500 train_loss:1.7051 aux_loss:0.0035 train_time:6074649ms step_avg:722.40ms
step:8420/40500 train_loss:1.7093 aux_loss:0.0030 train_time:6075369ms step_avg:722.40ms
step:8421/40500 train_loss:1.6982 aux_loss:0.0031 train_time:6076089ms step_avg:722.40ms
step:8422/40500 train_loss:1.7381 aux_loss:0.0031 train_time:6076808ms step_avg:722.40ms
step:8423/40500 train_loss:1.7444 aux_loss:0.0034 train_time:6077528ms step_avg:722.40ms
step:8424/40500 train_loss:1.7348 aux_loss:0.0031 train_time:6078247ms step_avg:722.40ms
step:8425/40500 train_loss:1.6879 aux_loss:0.0032 train_time:6078966ms step_avg:722.40ms
step:8426/40500 train_loss:1.7046 aux_loss:0.0031 train_time:6079687ms step_avg:722.40ms
step:8427/40500 train_loss:1.7124 aux_loss:0.0031 train_time:6080406ms step_avg:722.40ms
step:8428/40500 train_loss:1.7709 aux_loss:0.0029 train_time:6081126ms step_avg:722.40ms
step:8429/40500 train_loss:1.6914 aux_loss:0.0031 train_time:6081846ms step_avg:722.40ms
step:8430/40500 train_loss:1.7104 aux_loss:0.0032 train_time:6082565ms step_avg:722.39ms
step:8431/40500 train_loss:1.7330 aux_loss:0.0031 train_time:6083285ms step_avg:722.39ms
step:8432/40500 train_loss:1.6642 aux_loss:0.0031 train_time:6084005ms step_avg:722.39ms
step:8433/40500 train_loss:1.6901 aux_loss:0.0032 train_time:6084723ms step_avg:722.39ms
step:8434/40500 train_loss:1.6756 aux_loss:0.0034 train_time:6085444ms step_avg:722.39ms
step:8435/40500 train_loss:1.6721 aux_loss:0.0031 train_time:6086165ms step_avg:722.39ms
step:8436/40500 train_loss:1.7871 aux_loss:0.0030 train_time:6086885ms step_avg:722.39ms
step:8437/40500 train_loss:1.6575 aux_loss:0.0030 train_time:6087605ms step_avg:722.39ms
step:8438/40500 train_loss:1.6985 aux_loss:0.0029 train_time:6088325ms step_avg:722.39ms
step:8439/40500 train_loss:1.7165 aux_loss:0.0030 train_time:6089045ms step_avg:722.39ms
step:8440/40500 train_loss:1.7135 aux_loss:0.0030 train_time:6089764ms step_avg:722.39ms
step:8441/40500 train_loss:1.6581 aux_loss:0.0031 train_time:6090483ms step_avg:722.39ms
step:8442/40500 train_loss:1.6798 aux_loss:0.0033 train_time:6091203ms step_avg:722.39ms
step:8443/40500 train_loss:1.7132 aux_loss:0.0031 train_time:6091922ms step_avg:722.39ms
step:8444/40500 train_loss:1.6711 aux_loss:0.0032 train_time:6092643ms step_avg:722.39ms
step:8445/40500 train_loss:1.6941 aux_loss:0.0032 train_time:6093362ms step_avg:722.39ms
step:8446/40500 train_loss:1.7136 aux_loss:0.0031 train_time:6094081ms step_avg:722.39ms
step:8447/40500 train_loss:1.6769 aux_loss:0.0029 train_time:6094800ms step_avg:722.39ms
step:8448/40500 train_loss:1.7023 aux_loss:0.0031 train_time:6095520ms step_avg:722.39ms
step:8449/40500 train_loss:1.7109 aux_loss:0.0030 train_time:6096240ms step_avg:722.39ms
step:8450/40500 train_loss:1.7041 aux_loss:0.0031 train_time:6096961ms step_avg:722.39ms
step:8451/40500 train_loss:1.7023 aux_loss:0.0031 train_time:6097681ms step_avg:722.39ms
step:8452/40500 train_loss:1.6710 aux_loss:0.0029 train_time:6098401ms step_avg:722.39ms
step:8453/40500 train_loss:1.6472 aux_loss:0.0030 train_time:6099124ms step_avg:722.39ms
step:8454/40500 train_loss:1.6561 aux_loss:0.0030 train_time:6099843ms step_avg:722.39ms
step:8455/40500 train_loss:1.7410 aux_loss:0.0030 train_time:6100563ms step_avg:722.39ms
step:8456/40500 train_loss:1.6787 aux_loss:0.0030 train_time:6101281ms step_avg:722.39ms
step:8457/40500 train_loss:1.6908 aux_loss:0.0039 train_time:6101999ms step_avg:722.39ms
step:8458/40500 train_loss:1.7074 aux_loss:0.0031 train_time:6102720ms step_avg:722.39ms
step:8459/40500 train_loss:1.7086 aux_loss:0.0030 train_time:6103441ms step_avg:722.39ms
step:8460/40500 train_loss:1.7334 aux_loss:0.0031 train_time:6104160ms step_avg:722.39ms
step:8461/40500 train_loss:1.7304 aux_loss:0.0030 train_time:6104879ms step_avg:722.39ms
step:8462/40500 train_loss:1.6850 aux_loss:0.0035 train_time:6105600ms step_avg:722.39ms
step:8463/40500 train_loss:1.7247 aux_loss:0.0031 train_time:6106319ms step_avg:722.38ms
step:8464/40500 train_loss:1.6947 aux_loss:0.0032 train_time:6107040ms step_avg:722.38ms
step:8465/40500 train_loss:1.6356 aux_loss:0.0030 train_time:6107760ms step_avg:722.38ms
step:8466/40500 train_loss:1.7189 aux_loss:0.0030 train_time:6108480ms step_avg:722.38ms
step:8467/40500 train_loss:1.6885 aux_loss:0.0031 train_time:6109199ms step_avg:722.38ms
step:8468/40500 train_loss:1.6731 aux_loss:0.0028 train_time:6109919ms step_avg:722.38ms
step:8469/40500 train_loss:1.6792 aux_loss:0.0031 train_time:6110640ms step_avg:722.38ms
step:8470/40500 train_loss:1.7219 aux_loss:0.0030 train_time:6111361ms step_avg:722.38ms
step:8471/40500 train_loss:1.7294 aux_loss:0.0030 train_time:6112080ms step_avg:722.38ms
step:8472/40500 train_loss:1.7198 aux_loss:0.0030 train_time:6112801ms step_avg:722.38ms
step:8473/40500 train_loss:1.7037 aux_loss:0.0031 train_time:6113522ms step_avg:722.38ms
step:8474/40500 train_loss:1.7074 aux_loss:0.0031 train_time:6114243ms step_avg:722.38ms
step:8475/40500 train_loss:1.7187 aux_loss:0.0029 train_time:6114964ms step_avg:722.38ms
step:8476/40500 train_loss:1.6213 aux_loss:0.0032 train_time:6115683ms step_avg:722.38ms
step:8477/40500 train_loss:1.7763 aux_loss:0.0030 train_time:6116404ms step_avg:722.38ms
step:8478/40500 train_loss:1.6994 aux_loss:0.0027 train_time:6117127ms step_avg:722.38ms
step:8479/40500 train_loss:1.7153 aux_loss:0.0029 train_time:6117846ms step_avg:722.38ms
step:8480/40500 train_loss:1.6561 aux_loss:0.0029 train_time:6118568ms step_avg:722.38ms
step:8481/40500 train_loss:1.6811 aux_loss:0.0029 train_time:6119291ms step_avg:722.38ms
step:8482/40500 train_loss:1.6763 aux_loss:0.0028 train_time:6120011ms step_avg:722.38ms
step:8483/40500 train_loss:1.7199 aux_loss:0.0030 train_time:6120731ms step_avg:722.38ms
step:8484/40500 train_loss:1.6942 aux_loss:0.0030 train_time:6121451ms step_avg:722.38ms
step:8485/40500 train_loss:1.7173 aux_loss:0.0028 train_time:6122172ms step_avg:722.38ms
step:8486/40500 train_loss:1.7051 aux_loss:0.0029 train_time:6122893ms step_avg:722.38ms
step:8487/40500 train_loss:1.7459 aux_loss:0.0031 train_time:6123613ms step_avg:722.38ms
step:8488/40500 train_loss:1.7156 aux_loss:0.0031 train_time:6124333ms step_avg:722.38ms
step:8489/40500 train_loss:1.7195 aux_loss:0.0030 train_time:6125051ms step_avg:722.38ms
step:8490/40500 train_loss:1.6962 aux_loss:0.0030 train_time:6125772ms step_avg:722.38ms
step:8491/40500 train_loss:1.7016 aux_loss:0.0030 train_time:6126492ms step_avg:722.38ms
step:8492/40500 train_loss:1.7162 aux_loss:0.0028 train_time:6127212ms step_avg:722.38ms
step:8493/40500 train_loss:1.7243 aux_loss:0.0029 train_time:6127932ms step_avg:722.38ms
step:8494/40500 train_loss:1.6302 aux_loss:0.0032 train_time:6128651ms step_avg:722.38ms
step:8495/40500 train_loss:1.7371 aux_loss:0.0032 train_time:6129371ms step_avg:722.38ms
step:8496/40500 train_loss:1.7162 aux_loss:0.0030 train_time:6130091ms step_avg:722.38ms
step:8497/40500 train_loss:1.7301 aux_loss:0.0030 train_time:6130812ms step_avg:722.38ms
step:8498/40500 train_loss:1.6752 aux_loss:0.0030 train_time:6131532ms step_avg:722.38ms
step:8499/40500 train_loss:1.7048 aux_loss:0.0029 train_time:6132252ms step_avg:722.38ms
step:8500/40500 train_loss:1.6830 aux_loss:0.0028 train_time:6132972ms step_avg:722.38ms
step:8501/40500 train_loss:1.6933 aux_loss:0.0031 train_time:6133691ms step_avg:722.38ms
step:8502/40500 train_loss:1.6727 aux_loss:0.0031 train_time:6134409ms step_avg:722.38ms
step:8503/40500 train_loss:1.7412 aux_loss:0.0030 train_time:6135132ms step_avg:722.38ms
step:8504/40500 train_loss:1.7047 aux_loss:0.0031 train_time:6135851ms step_avg:722.37ms
step:8505/40500 train_loss:1.7203 aux_loss:0.0040 train_time:6136571ms step_avg:722.37ms
step:8506/40500 train_loss:1.7024 aux_loss:0.0028 train_time:6137292ms step_avg:722.37ms
step:8507/40500 train_loss:1.7311 aux_loss:0.0031 train_time:6138011ms step_avg:722.37ms
step:8508/40500 train_loss:1.6109 aux_loss:0.0032 train_time:6138729ms step_avg:722.37ms
step:8509/40500 train_loss:1.7000 aux_loss:0.0031 train_time:6139451ms step_avg:722.37ms
step:8510/40500 train_loss:1.7146 aux_loss:0.0033 train_time:6140171ms step_avg:722.37ms
step:8511/40500 train_loss:1.7335 aux_loss:0.0039 train_time:6140890ms step_avg:722.37ms
step:8512/40500 train_loss:1.7005 aux_loss:0.0031 train_time:6141610ms step_avg:722.37ms
step:8513/40500 train_loss:1.6798 aux_loss:0.0031 train_time:6142331ms step_avg:722.37ms
step:8514/40500 train_loss:1.7175 aux_loss:0.0029 train_time:6143051ms step_avg:722.37ms
step:8515/40500 train_loss:1.7951 aux_loss:0.0029 train_time:6143768ms step_avg:722.37ms
step:8516/40500 train_loss:1.6433 aux_loss:0.0031 train_time:6144488ms step_avg:722.37ms
step:8517/40500 train_loss:1.7129 aux_loss:0.0029 train_time:6145208ms step_avg:722.37ms
step:8518/40500 train_loss:1.7160 aux_loss:0.0029 train_time:6145928ms step_avg:722.37ms
step:8519/40500 train_loss:1.6798 aux_loss:0.0029 train_time:6146648ms step_avg:722.37ms
step:8520/40500 train_loss:1.6755 aux_loss:0.0029 train_time:6147370ms step_avg:722.37ms
step:8521/40500 train_loss:1.7519 aux_loss:0.0030 train_time:6148090ms step_avg:722.37ms
step:8522/40500 train_loss:1.7033 aux_loss:0.0029 train_time:6148809ms step_avg:722.37ms
step:8523/40500 train_loss:1.6976 aux_loss:0.0028 train_time:6149530ms step_avg:722.37ms
step:8524/40500 train_loss:1.6857 aux_loss:0.0031 train_time:6150249ms step_avg:722.37ms
step:8525/40500 train_loss:1.7286 aux_loss:0.0035 train_time:6150969ms step_avg:722.37ms
step:8526/40500 train_loss:1.7096 aux_loss:0.0030 train_time:6151690ms step_avg:722.37ms
step:8527/40500 train_loss:1.6989 aux_loss:0.0030 train_time:6152409ms step_avg:722.37ms
step:8528/40500 train_loss:1.7660 aux_loss:0.0037 train_time:6153129ms step_avg:722.37ms
step:8529/40500 train_loss:1.6999 aux_loss:0.0034 train_time:6153849ms step_avg:722.37ms
step:8530/40500 train_loss:1.6809 aux_loss:0.0029 train_time:6154571ms step_avg:722.37ms
step:8531/40500 train_loss:1.7354 aux_loss:0.0030 train_time:6155290ms step_avg:722.37ms
step:8532/40500 train_loss:1.7055 aux_loss:0.0028 train_time:6156011ms step_avg:722.37ms
step:8533/40500 train_loss:1.7206 aux_loss:0.0029 train_time:6156731ms step_avg:722.37ms
step:8534/40500 train_loss:1.6366 aux_loss:0.0031 train_time:6157451ms step_avg:722.37ms
step:8535/40500 train_loss:1.6743 aux_loss:0.0040 train_time:6158171ms step_avg:722.37ms
step:8536/40500 train_loss:1.6934 aux_loss:0.0029 train_time:6158891ms step_avg:722.37ms
step:8537/40500 train_loss:1.6345 aux_loss:0.0029 train_time:6159612ms step_avg:722.37ms
step:8538/40500 train_loss:1.6983 aux_loss:0.0029 train_time:6160331ms step_avg:722.37ms
step:8539/40500 train_loss:1.6487 aux_loss:0.0030 train_time:6161050ms step_avg:722.36ms
step:8540/40500 train_loss:1.7228 aux_loss:0.0031 train_time:6161771ms step_avg:722.36ms
step:8541/40500 train_loss:1.7164 aux_loss:0.0030 train_time:6162490ms step_avg:722.36ms
step:8542/40500 train_loss:1.6800 aux_loss:0.0031 train_time:6163211ms step_avg:722.36ms
step:8543/40500 train_loss:1.7130 aux_loss:0.0029 train_time:6163931ms step_avg:722.36ms
step:8544/40500 train_loss:1.7053 aux_loss:0.0030 train_time:6164653ms step_avg:722.36ms
step:8545/40500 train_loss:1.6731 aux_loss:0.0033 train_time:6165372ms step_avg:722.36ms
step:8546/40500 train_loss:1.7660 aux_loss:0.0030 train_time:6166095ms step_avg:722.36ms
step:8547/40500 train_loss:1.7013 aux_loss:0.0030 train_time:6166817ms step_avg:722.36ms
step:8548/40500 train_loss:1.7265 aux_loss:0.0030 train_time:6167538ms step_avg:722.36ms
step:8549/40500 train_loss:1.7349 aux_loss:0.0029 train_time:6168260ms step_avg:722.36ms
step:8550/40500 train_loss:1.6965 aux_loss:0.0028 train_time:6168979ms step_avg:722.36ms
step:8551/40500 train_loss:1.7224 aux_loss:0.0030 train_time:6169701ms step_avg:722.36ms
step:8552/40500 train_loss:1.6803 aux_loss:0.0029 train_time:6170420ms step_avg:722.36ms
step:8553/40500 train_loss:1.6557 aux_loss:0.0030 train_time:6171140ms step_avg:722.36ms
step:8554/40500 train_loss:1.6288 aux_loss:0.0030 train_time:6171860ms step_avg:722.36ms
step:8555/40500 train_loss:1.6312 aux_loss:0.0030 train_time:6172580ms step_avg:722.36ms
step:8556/40500 train_loss:1.6395 aux_loss:0.0029 train_time:6173299ms step_avg:722.36ms
step:8557/40500 train_loss:1.6978 aux_loss:0.0029 train_time:6174020ms step_avg:722.36ms
step:8558/40500 train_loss:1.7611 aux_loss:0.0031 train_time:6174740ms step_avg:722.36ms
step:8559/40500 train_loss:1.6855 aux_loss:0.0031 train_time:6175460ms step_avg:722.36ms
step:8560/40500 train_loss:1.7487 aux_loss:0.0034 train_time:6176180ms step_avg:722.36ms
step:8561/40500 train_loss:1.7028 aux_loss:0.0031 train_time:6176899ms step_avg:722.36ms
step:8562/40500 train_loss:1.7335 aux_loss:0.0028 train_time:6177619ms step_avg:722.36ms
step:8563/40500 train_loss:1.6550 aux_loss:0.0028 train_time:6178339ms step_avg:722.36ms
step:8564/40500 train_loss:1.6596 aux_loss:0.0032 train_time:6179058ms step_avg:722.36ms
step:8565/40500 train_loss:1.7212 aux_loss:0.0030 train_time:6179778ms step_avg:722.36ms
step:8566/40500 train_loss:1.6805 aux_loss:0.0029 train_time:6180498ms step_avg:722.36ms
step:8567/40500 train_loss:1.7818 aux_loss:0.0031 train_time:6181218ms step_avg:722.36ms
step:8568/40500 train_loss:1.6659 aux_loss:0.0030 train_time:6181937ms step_avg:722.36ms
step:8569/40500 train_loss:1.7426 aux_loss:0.0030 train_time:6182657ms step_avg:722.36ms
step:8570/40500 train_loss:1.6788 aux_loss:0.0031 train_time:6183377ms step_avg:722.36ms
step:8571/40500 train_loss:1.6528 aux_loss:0.0030 train_time:6184097ms step_avg:722.36ms
step:8572/40500 train_loss:1.6880 aux_loss:0.0029 train_time:6184817ms step_avg:722.36ms
step:8573/40500 train_loss:1.6985 aux_loss:0.0029 train_time:6185536ms step_avg:722.36ms
step:8574/40500 train_loss:1.6672 aux_loss:0.0030 train_time:6186256ms step_avg:722.36ms
step:8575/40500 train_loss:1.6942 aux_loss:0.0031 train_time:6186975ms step_avg:722.36ms
step:8576/40500 train_loss:1.6694 aux_loss:0.0028 train_time:6187695ms step_avg:722.36ms
step:8577/40500 train_loss:1.7003 aux_loss:0.0030 train_time:6188414ms step_avg:722.35ms
step:8578/40500 train_loss:1.7001 aux_loss:0.0029 train_time:6189135ms step_avg:722.35ms
step:8579/40500 train_loss:1.7366 aux_loss:0.0029 train_time:6189855ms step_avg:722.35ms
step:8580/40500 train_loss:1.7117 aux_loss:0.0030 train_time:6190574ms step_avg:722.35ms
step:8581/40500 train_loss:1.6820 aux_loss:0.0030 train_time:6191294ms step_avg:722.35ms
step:8582/40500 train_loss:1.6459 aux_loss:0.0031 train_time:6192015ms step_avg:722.35ms
step:8583/40500 train_loss:1.7374 aux_loss:0.0030 train_time:6192734ms step_avg:722.35ms
step:8584/40500 train_loss:1.7537 aux_loss:0.0034 train_time:6193454ms step_avg:722.35ms
step:8585/40500 train_loss:1.6472 aux_loss:0.0030 train_time:6194174ms step_avg:722.35ms
step:8586/40500 train_loss:1.6128 aux_loss:0.0031 train_time:6194893ms step_avg:722.35ms
step:8587/40500 train_loss:1.6830 aux_loss:0.0033 train_time:6195613ms step_avg:722.35ms
step:8588/40500 train_loss:1.6913 aux_loss:0.0033 train_time:6196333ms step_avg:722.35ms
step:8589/40500 train_loss:1.6475 aux_loss:0.0031 train_time:6197054ms step_avg:722.35ms
step:8590/40500 train_loss:1.6637 aux_loss:0.0031 train_time:6197773ms step_avg:722.35ms
step:8591/40500 train_loss:1.7571 aux_loss:0.0030 train_time:6198493ms step_avg:722.35ms
step:8592/40500 train_loss:1.7204 aux_loss:0.0028 train_time:6199213ms step_avg:722.35ms
step:8593/40500 train_loss:1.6766 aux_loss:0.0029 train_time:6199932ms step_avg:722.35ms
step:8594/40500 train_loss:1.7313 aux_loss:0.0035 train_time:6200652ms step_avg:722.35ms
step:8595/40500 train_loss:1.7171 aux_loss:0.0028 train_time:6201371ms step_avg:722.35ms
step:8596/40500 train_loss:1.7195 aux_loss:0.0029 train_time:6202092ms step_avg:722.35ms
step:8597/40500 train_loss:1.6785 aux_loss:0.0028 train_time:6202811ms step_avg:722.35ms
step:8598/40500 train_loss:1.7093 aux_loss:0.0032 train_time:6203531ms step_avg:722.35ms
step:8599/40500 train_loss:1.6823 aux_loss:0.0030 train_time:6204252ms step_avg:722.35ms
step:8600/40500 train_loss:1.7319 aux_loss:0.0028 train_time:6204972ms step_avg:722.35ms
step:8601/40500 train_loss:1.7815 aux_loss:0.0032 train_time:6205691ms step_avg:722.35ms
step:8602/40500 train_loss:1.7451 aux_loss:0.0031 train_time:6206411ms step_avg:722.35ms
step:8603/40500 train_loss:1.6546 aux_loss:0.0028 train_time:6207130ms step_avg:722.35ms
step:8604/40500 train_loss:1.7773 aux_loss:0.0032 train_time:6207850ms step_avg:722.35ms
step:8605/40500 train_loss:1.6849 aux_loss:0.0031 train_time:6208570ms step_avg:722.35ms
step:8606/40500 train_loss:1.7117 aux_loss:0.0031 train_time:6209290ms step_avg:722.35ms
step:8607/40500 train_loss:1.6940 aux_loss:0.0032 train_time:6210009ms step_avg:722.35ms
step:8608/40500 train_loss:1.6726 aux_loss:0.0030 train_time:6210729ms step_avg:722.35ms
step:8609/40500 train_loss:1.6852 aux_loss:0.0031 train_time:6211449ms step_avg:722.35ms
step:8610/40500 train_loss:1.6843 aux_loss:0.0031 train_time:6212169ms step_avg:722.35ms
step:8611/40500 train_loss:1.6862 aux_loss:0.0030 train_time:6212889ms step_avg:722.34ms
step:8612/40500 train_loss:1.7020 aux_loss:0.0029 train_time:6213609ms step_avg:722.34ms
step:8613/40500 train_loss:1.6792 aux_loss:0.0031 train_time:6214329ms step_avg:722.34ms
step:8614/40500 train_loss:1.7569 aux_loss:0.0031 train_time:6215049ms step_avg:722.34ms
step:8615/40500 train_loss:1.7393 aux_loss:0.0029 train_time:6215766ms step_avg:722.34ms
step:8616/40500 train_loss:1.6264 aux_loss:0.0029 train_time:6216486ms step_avg:722.34ms
step:8617/40500 train_loss:1.6558 aux_loss:0.0029 train_time:6217205ms step_avg:722.34ms
step:8618/40500 train_loss:1.7127 aux_loss:0.0031 train_time:6217926ms step_avg:722.34ms
step:8619/40500 train_loss:1.7005 aux_loss:0.0030 train_time:6218646ms step_avg:722.34ms
step:8620/40500 train_loss:1.6056 aux_loss:0.0027 train_time:6219366ms step_avg:722.34ms
step:8621/40500 train_loss:1.6904 aux_loss:0.0031 train_time:6220086ms step_avg:722.34ms
step:8622/40500 train_loss:1.7064 aux_loss:0.0031 train_time:6220804ms step_avg:722.34ms
step:8623/40500 train_loss:1.7030 aux_loss:0.0030 train_time:6221525ms step_avg:722.34ms
step:8624/40500 train_loss:1.7452 aux_loss:0.0030 train_time:6222245ms step_avg:722.34ms
step:8625/40500 train_loss:1.6852 aux_loss:0.0029 train_time:6222962ms step_avg:722.34ms
step:8626/40500 train_loss:1.7219 aux_loss:0.0032 train_time:6223686ms step_avg:722.34ms
step:8627/40500 train_loss:1.6713 aux_loss:0.0031 train_time:6224406ms step_avg:722.34ms
step:8628/40500 train_loss:1.6844 aux_loss:0.0030 train_time:6225125ms step_avg:722.34ms
step:8629/40500 train_loss:1.6949 aux_loss:0.0031 train_time:6225846ms step_avg:722.34ms
step:8630/40500 train_loss:1.6522 aux_loss:0.0029 train_time:6226564ms step_avg:722.34ms
step:8631/40500 train_loss:1.6986 aux_loss:0.0031 train_time:6227285ms step_avg:722.34ms
step:8632/40500 train_loss:1.6910 aux_loss:0.0031 train_time:6228005ms step_avg:722.34ms
step:8633/40500 train_loss:1.7084 aux_loss:0.0030 train_time:6228724ms step_avg:722.34ms
step:8634/40500 train_loss:1.7247 aux_loss:0.0033 train_time:6229445ms step_avg:722.34ms
step:8635/40500 train_loss:1.7257 aux_loss:0.0029 train_time:6230164ms step_avg:722.34ms
step:8636/40500 train_loss:1.6815 aux_loss:0.0028 train_time:6230884ms step_avg:722.34ms
step:8637/40500 train_loss:1.6318 aux_loss:0.0030 train_time:6231603ms step_avg:722.34ms
step:8638/40500 train_loss:1.7121 aux_loss:0.0029 train_time:6232323ms step_avg:722.34ms
step:8639/40500 train_loss:1.6873 aux_loss:0.0027 train_time:6233042ms step_avg:722.34ms
step:8640/40500 train_loss:1.7184 aux_loss:0.0029 train_time:6233764ms step_avg:722.34ms
step:8641/40500 train_loss:1.6668 aux_loss:0.0031 train_time:6234482ms step_avg:722.34ms
step:8642/40500 train_loss:1.6692 aux_loss:0.0029 train_time:6235202ms step_avg:722.34ms
step:8643/40500 train_loss:1.6736 aux_loss:0.0027 train_time:6235924ms step_avg:722.34ms
step:8644/40500 train_loss:1.6908 aux_loss:0.0029 train_time:6236642ms step_avg:722.34ms
step:8645/40500 train_loss:1.6712 aux_loss:0.0030 train_time:6237362ms step_avg:722.33ms
step:8646/40500 train_loss:1.6559 aux_loss:0.0027 train_time:6238081ms step_avg:722.33ms
step:8647/40500 train_loss:1.7662 aux_loss:0.0027 train_time:6238803ms step_avg:722.33ms
step:8648/40500 train_loss:1.7158 aux_loss:0.0031 train_time:6239521ms step_avg:722.33ms
step:8649/40500 train_loss:1.6839 aux_loss:0.0030 train_time:6240240ms step_avg:722.33ms
step:8650/40500 train_loss:1.6791 aux_loss:0.0029 train_time:6240960ms step_avg:722.33ms
step:8651/40500 train_loss:1.7346 aux_loss:0.0028 train_time:6241680ms step_avg:722.33ms
step:8652/40500 train_loss:1.6312 aux_loss:0.0033 train_time:6242399ms step_avg:722.33ms
step:8653/40500 train_loss:1.6978 aux_loss:0.0030 train_time:6243120ms step_avg:722.33ms
step:8654/40500 train_loss:1.6813 aux_loss:0.0030 train_time:6243839ms step_avg:722.33ms
step:8655/40500 train_loss:1.6755 aux_loss:0.0031 train_time:6244559ms step_avg:722.33ms
step:8656/40500 train_loss:1.7040 aux_loss:0.0030 train_time:6245279ms step_avg:722.33ms
step:8657/40500 train_loss:1.7132 aux_loss:0.0029 train_time:6245997ms step_avg:722.33ms
step:8658/40500 train_loss:1.6615 aux_loss:0.0029 train_time:6246716ms step_avg:722.33ms
step:8659/40500 train_loss:1.6948 aux_loss:0.0032 train_time:6247437ms step_avg:722.33ms
step:8660/40500 train_loss:1.6509 aux_loss:0.0031 train_time:6248156ms step_avg:722.33ms
step:8661/40500 train_loss:1.7424 aux_loss:0.0030 train_time:6248876ms step_avg:722.33ms
step:8662/40500 train_loss:1.6542 aux_loss:0.0030 train_time:6249598ms step_avg:722.33ms
step:8663/40500 train_loss:1.6496 aux_loss:0.0031 train_time:6250318ms step_avg:722.33ms
step:8664/40500 train_loss:1.7133 aux_loss:0.0030 train_time:6251039ms step_avg:722.33ms
step:8665/40500 train_loss:1.6834 aux_loss:0.0030 train_time:6251757ms step_avg:722.33ms
step:8666/40500 train_loss:1.6956 aux_loss:0.0030 train_time:6252480ms step_avg:722.33ms
step:8667/40500 train_loss:1.7316 aux_loss:0.0029 train_time:6253200ms step_avg:722.33ms
step:8668/40500 train_loss:1.7127 aux_loss:0.0030 train_time:6253918ms step_avg:722.33ms
step:8669/40500 train_loss:1.7282 aux_loss:0.0028 train_time:6254637ms step_avg:722.33ms
step:8670/40500 train_loss:1.7441 aux_loss:0.0028 train_time:6255358ms step_avg:722.33ms
step:8671/40500 train_loss:1.6686 aux_loss:0.0028 train_time:6256077ms step_avg:722.33ms
step:8672/40500 train_loss:1.7326 aux_loss:0.0030 train_time:6256796ms step_avg:722.33ms
step:8673/40500 train_loss:1.7468 aux_loss:0.0029 train_time:6257516ms step_avg:722.33ms
step:8674/40500 train_loss:1.7295 aux_loss:0.0030 train_time:6258235ms step_avg:722.33ms
step:8675/40500 train_loss:1.6962 aux_loss:0.0032 train_time:6258955ms step_avg:722.33ms
step:8676/40500 train_loss:1.6886 aux_loss:0.0031 train_time:6259674ms step_avg:722.33ms
step:8677/40500 train_loss:1.7019 aux_loss:0.0031 train_time:6260394ms step_avg:722.33ms
step:8678/40500 train_loss:1.6808 aux_loss:0.0031 train_time:6261114ms step_avg:722.33ms
step:8679/40500 train_loss:1.6872 aux_loss:0.0033 train_time:6261835ms step_avg:722.32ms
step:8680/40500 train_loss:1.6512 aux_loss:0.0031 train_time:6262554ms step_avg:722.32ms
step:8681/40500 train_loss:1.6897 aux_loss:0.0031 train_time:6263274ms step_avg:722.32ms
step:8682/40500 train_loss:1.6383 aux_loss:0.0032 train_time:6263995ms step_avg:722.32ms
step:8683/40500 train_loss:1.7367 aux_loss:0.0031 train_time:6264714ms step_avg:722.32ms
step:8684/40500 train_loss:1.6851 aux_loss:0.0032 train_time:6265436ms step_avg:722.32ms
step:8685/40500 train_loss:1.7535 aux_loss:0.0030 train_time:6266156ms step_avg:722.32ms
step:8686/40500 train_loss:1.6730 aux_loss:0.0030 train_time:6266874ms step_avg:722.32ms
step:8687/40500 train_loss:1.7174 aux_loss:0.0033 train_time:6267596ms step_avg:722.32ms
step:8688/40500 train_loss:1.6592 aux_loss:0.0030 train_time:6268315ms step_avg:722.32ms
step:8689/40500 train_loss:1.7329 aux_loss:0.0031 train_time:6269034ms step_avg:722.32ms
step:8690/40500 train_loss:1.6664 aux_loss:0.0030 train_time:6269754ms step_avg:722.32ms
step:8691/40500 train_loss:1.7562 aux_loss:0.0032 train_time:6270473ms step_avg:722.32ms
step:8692/40500 train_loss:1.7439 aux_loss:0.0030 train_time:6271195ms step_avg:722.32ms
step:8693/40500 train_loss:1.6766 aux_loss:0.0029 train_time:6271916ms step_avg:722.32ms
step:8694/40500 train_loss:1.7593 aux_loss:0.0034 train_time:6272637ms step_avg:722.32ms
step:8695/40500 train_loss:1.6953 aux_loss:0.0029 train_time:6273359ms step_avg:722.32ms
step:8696/40500 train_loss:1.7442 aux_loss:0.0029 train_time:6274080ms step_avg:722.32ms
step:8697/40500 train_loss:1.6865 aux_loss:0.0032 train_time:6274803ms step_avg:722.32ms
step:8698/40500 train_loss:1.7228 aux_loss:0.0032 train_time:6275522ms step_avg:722.32ms
step:8699/40500 train_loss:1.7102 aux_loss:0.0033 train_time:6276244ms step_avg:722.32ms
step:8700/40500 train_loss:1.7609 aux_loss:0.0030 train_time:6276966ms step_avg:722.32ms
step:8701/40500 train_loss:1.7091 aux_loss:0.0032 train_time:6277686ms step_avg:722.32ms
step:8702/40500 train_loss:1.6468 aux_loss:0.0028 train_time:6278406ms step_avg:722.32ms
step:8703/40500 train_loss:1.7101 aux_loss:0.0028 train_time:6279126ms step_avg:722.32ms
step:8704/40500 train_loss:1.6743 aux_loss:0.0029 train_time:6279847ms step_avg:722.32ms
step:8705/40500 train_loss:1.7061 aux_loss:0.0031 train_time:6280566ms step_avg:722.32ms
step:8706/40500 train_loss:1.7759 aux_loss:0.0035 train_time:6281285ms step_avg:722.32ms
step:8707/40500 train_loss:1.7319 aux_loss:0.0031 train_time:6282007ms step_avg:722.32ms
step:8708/40500 train_loss:1.7371 aux_loss:0.0031 train_time:6282728ms step_avg:722.32ms
step:8709/40500 train_loss:1.6899 aux_loss:0.0031 train_time:6283447ms step_avg:722.32ms
step:8710/40500 train_loss:1.6825 aux_loss:0.0029 train_time:6284166ms step_avg:722.32ms
step:8711/40500 train_loss:1.7405 aux_loss:0.0029 train_time:6284888ms step_avg:722.32ms
step:8712/40500 train_loss:1.6907 aux_loss:0.0029 train_time:6285608ms step_avg:722.32ms
step:8713/40500 train_loss:1.6842 aux_loss:0.0031 train_time:6286327ms step_avg:722.32ms
step:8714/40500 train_loss:1.7428 aux_loss:0.0032 train_time:6287049ms step_avg:722.32ms
step:8715/40500 train_loss:1.7327 aux_loss:0.0030 train_time:6287769ms step_avg:722.32ms
step:8716/40500 train_loss:1.7462 aux_loss:0.0029 train_time:6288487ms step_avg:722.32ms
step:8717/40500 train_loss:1.7112 aux_loss:0.0030 train_time:6289207ms step_avg:722.32ms
step:8718/40500 train_loss:1.7766 aux_loss:0.0030 train_time:6289927ms step_avg:722.32ms
step:8719/40500 train_loss:1.6585 aux_loss:0.0033 train_time:6290647ms step_avg:722.32ms
step:8720/40500 train_loss:1.7606 aux_loss:0.0032 train_time:6291366ms step_avg:722.32ms
step:8721/40500 train_loss:1.6935 aux_loss:0.0032 train_time:6292086ms step_avg:722.32ms
step:8722/40500 train_loss:1.7980 aux_loss:0.0030 train_time:6292807ms step_avg:722.31ms
step:8723/40500 train_loss:1.6969 aux_loss:0.0032 train_time:6293527ms step_avg:722.31ms
step:8724/40500 train_loss:1.7104 aux_loss:0.0029 train_time:6294247ms step_avg:722.31ms
step:8725/40500 train_loss:1.6848 aux_loss:0.0030 train_time:6294966ms step_avg:722.31ms
step:8726/40500 train_loss:1.6329 aux_loss:0.0030 train_time:6295687ms step_avg:722.31ms
step:8727/40500 train_loss:1.7125 aux_loss:0.0030 train_time:6296406ms step_avg:722.31ms
step:8728/40500 train_loss:1.7232 aux_loss:0.0031 train_time:6297127ms step_avg:722.31ms
step:8729/40500 train_loss:1.6861 aux_loss:0.0035 train_time:6297846ms step_avg:722.31ms
step:8730/40500 train_loss:1.6572 aux_loss:0.0033 train_time:6298567ms step_avg:722.31ms
step:8731/40500 train_loss:1.6899 aux_loss:0.0032 train_time:6299287ms step_avg:722.31ms
step:8732/40500 train_loss:1.7396 aux_loss:0.0027 train_time:6300006ms step_avg:722.31ms
step:8733/40500 train_loss:1.7286 aux_loss:0.0029 train_time:6300730ms step_avg:722.31ms
step:8734/40500 train_loss:1.7130 aux_loss:0.0030 train_time:6301448ms step_avg:722.31ms
step:8735/40500 train_loss:1.6608 aux_loss:0.0030 train_time:6302169ms step_avg:722.31ms
step:8736/40500 train_loss:1.7306 aux_loss:0.0031 train_time:6302890ms step_avg:722.31ms
step:8737/40500 train_loss:1.7927 aux_loss:0.0031 train_time:6303611ms step_avg:722.31ms
step:8738/40500 train_loss:1.6786 aux_loss:0.0032 train_time:6304332ms step_avg:722.31ms
step:8739/40500 train_loss:1.6382 aux_loss:0.0029 train_time:6305053ms step_avg:722.31ms
step:8740/40500 train_loss:1.7854 aux_loss:0.0029 train_time:6305775ms step_avg:722.31ms
step:8741/40500 train_loss:1.6801 aux_loss:0.0030 train_time:6306495ms step_avg:722.31ms
step:8742/40500 train_loss:1.6809 aux_loss:0.0030 train_time:6307219ms step_avg:722.31ms
step:8743/40500 train_loss:1.7169 aux_loss:0.0030 train_time:6307940ms step_avg:722.31ms
step:8744/40500 train_loss:1.7611 aux_loss:0.0030 train_time:6308660ms step_avg:722.31ms
step:8745/40500 train_loss:1.7209 aux_loss:0.0030 train_time:6309380ms step_avg:722.31ms
step:8746/40500 train_loss:1.7783 aux_loss:0.0032 train_time:6310099ms step_avg:722.31ms
step:8747/40500 train_loss:1.7841 aux_loss:0.0031 train_time:6310820ms step_avg:722.31ms
step:8748/40500 train_loss:1.6236 aux_loss:0.0028 train_time:6311541ms step_avg:722.31ms
step:8749/40500 train_loss:1.6228 aux_loss:0.0034 train_time:6312261ms step_avg:722.31ms
step:8750/40500 train_loss:1.6799 aux_loss:0.0033 train_time:6312981ms step_avg:722.31ms
step:8751/40500 train_loss:1.6755 aux_loss:0.0029 train_time:6313699ms step_avg:722.31ms
step:8752/40500 train_loss:1.7569 aux_loss:0.0030 train_time:6314420ms step_avg:722.31ms
step:8753/40500 train_loss:1.7518 aux_loss:0.0034 train_time:6315140ms step_avg:722.31ms
step:8754/40500 train_loss:1.7084 aux_loss:0.0030 train_time:6315860ms step_avg:722.31ms
step:8755/40500 train_loss:1.6812 aux_loss:0.0029 train_time:6316580ms step_avg:722.31ms
step:8756/40500 train_loss:1.6959 aux_loss:0.0030 train_time:6317300ms step_avg:722.31ms
step:8757/40500 train_loss:1.7446 aux_loss:0.0032 train_time:6318020ms step_avg:722.31ms
step:8758/40500 train_loss:1.7020 aux_loss:0.0032 train_time:6318739ms step_avg:722.31ms
step:8759/40500 train_loss:1.7265 aux_loss:0.0033 train_time:6319458ms step_avg:722.31ms
step:8760/40500 train_loss:1.7363 aux_loss:0.0030 train_time:6320177ms step_avg:722.31ms
step:8761/40500 train_loss:1.7476 aux_loss:0.0030 train_time:6320897ms step_avg:722.31ms
step:8762/40500 train_loss:1.6898 aux_loss:0.0028 train_time:6321619ms step_avg:722.31ms
step:8763/40500 train_loss:1.7143 aux_loss:0.0029 train_time:6322338ms step_avg:722.31ms
step:8764/40500 train_loss:1.6859 aux_loss:0.0030 train_time:6323058ms step_avg:722.31ms
step:8765/40500 train_loss:1.6788 aux_loss:0.0031 train_time:6323777ms step_avg:722.30ms
step:8766/40500 train_loss:1.6744 aux_loss:0.0033 train_time:6324497ms step_avg:722.30ms
step:8767/40500 train_loss:1.6926 aux_loss:0.0032 train_time:6325217ms step_avg:722.30ms
step:8768/40500 train_loss:1.6966 aux_loss:0.0030 train_time:6325936ms step_avg:722.30ms
step:8769/40500 train_loss:1.7255 aux_loss:0.0029 train_time:6326656ms step_avg:722.30ms
step:8770/40500 train_loss:1.6725 aux_loss:0.0030 train_time:6327376ms step_avg:722.30ms
step:8771/40500 train_loss:1.6974 aux_loss:0.0034 train_time:6328097ms step_avg:722.30ms
step:8772/40500 train_loss:1.6459 aux_loss:0.0030 train_time:6328816ms step_avg:722.30ms
step:8773/40500 train_loss:1.7092 aux_loss:0.0029 train_time:6329536ms step_avg:722.30ms
step:8774/40500 train_loss:1.7234 aux_loss:0.0030 train_time:6330256ms step_avg:722.30ms
step:8775/40500 train_loss:1.6840 aux_loss:0.0028 train_time:6330975ms step_avg:722.30ms
step:8776/40500 train_loss:1.7163 aux_loss:0.0027 train_time:6331695ms step_avg:722.30ms
step:8777/40500 train_loss:1.7124 aux_loss:0.0031 train_time:6332414ms step_avg:722.30ms
step:8778/40500 train_loss:1.7038 aux_loss:0.0032 train_time:6333134ms step_avg:722.30ms
step:8779/40500 train_loss:1.6961 aux_loss:0.0030 train_time:6333853ms step_avg:722.30ms
step:8780/40500 train_loss:1.6970 aux_loss:0.0027 train_time:6334574ms step_avg:722.30ms
step:8781/40500 train_loss:1.7337 aux_loss:0.0029 train_time:6335294ms step_avg:722.30ms
step:8782/40500 train_loss:1.7406 aux_loss:0.0032 train_time:6336013ms step_avg:722.30ms
step:8783/40500 train_loss:1.6923 aux_loss:0.0031 train_time:6336734ms step_avg:722.30ms
step:8784/40500 train_loss:1.6634 aux_loss:0.0029 train_time:6337454ms step_avg:722.30ms
step:8785/40500 train_loss:1.6984 aux_loss:0.0035 train_time:6338173ms step_avg:722.30ms
step:8786/40500 train_loss:1.6816 aux_loss:0.0031 train_time:6338892ms step_avg:722.30ms
step:8787/40500 train_loss:1.7023 aux_loss:0.0030 train_time:6339614ms step_avg:722.30ms
step:8788/40500 train_loss:1.6894 aux_loss:0.0029 train_time:6340333ms step_avg:722.30ms
step:8789/40500 train_loss:1.7216 aux_loss:0.0031 train_time:6341053ms step_avg:722.30ms
step:8790/40500 train_loss:1.6986 aux_loss:0.0030 train_time:6341773ms step_avg:722.30ms
step:8791/40500 train_loss:1.6919 aux_loss:0.0030 train_time:6342492ms step_avg:722.30ms
step:8792/40500 train_loss:1.7211 aux_loss:0.0030 train_time:6343212ms step_avg:722.30ms
step:8793/40500 train_loss:1.6740 aux_loss:0.0029 train_time:6343931ms step_avg:722.30ms
step:8794/40500 train_loss:1.6990 aux_loss:0.0030 train_time:6344650ms step_avg:722.30ms
step:8795/40500 train_loss:1.6693 aux_loss:0.0030 train_time:6345370ms step_avg:722.30ms
step:8796/40500 train_loss:1.6668 aux_loss:0.0031 train_time:6346091ms step_avg:722.30ms
step:8797/40500 train_loss:1.6641 aux_loss:0.0029 train_time:6346811ms step_avg:722.30ms
step:8798/40500 train_loss:1.6916 aux_loss:0.0043 train_time:6347531ms step_avg:722.30ms
step:8799/40500 train_loss:1.6998 aux_loss:0.0031 train_time:6348250ms step_avg:722.29ms
step:8800/40500 train_loss:1.7401 aux_loss:0.0032 train_time:6348970ms step_avg:722.29ms
step:8801/40500 train_loss:1.7823 aux_loss:0.0030 train_time:6349689ms step_avg:722.29ms
step:8802/40500 train_loss:1.7257 aux_loss:0.0031 train_time:6350410ms step_avg:722.29ms
step:8803/40500 train_loss:1.6816 aux_loss:0.0027 train_time:6351129ms step_avg:722.29ms
step:8804/40500 train_loss:1.6956 aux_loss:0.0028 train_time:6351850ms step_avg:722.29ms
step:8805/40500 train_loss:1.6720 aux_loss:0.0028 train_time:6352569ms step_avg:722.29ms
step:8806/40500 train_loss:1.7161 aux_loss:0.0033 train_time:6353288ms step_avg:722.29ms
step:8807/40500 train_loss:1.6948 aux_loss:0.0031 train_time:6354008ms step_avg:722.29ms
step:8808/40500 train_loss:1.7023 aux_loss:0.0029 train_time:6354727ms step_avg:722.29ms
step:8809/40500 train_loss:1.7123 aux_loss:0.0030 train_time:6355447ms step_avg:722.29ms
step:8810/40500 train_loss:1.6599 aux_loss:0.0030 train_time:6356168ms step_avg:722.29ms
step:8811/40500 train_loss:1.7372 aux_loss:0.0031 train_time:6356887ms step_avg:722.29ms
step:8812/40500 train_loss:1.6766 aux_loss:0.0032 train_time:6357608ms step_avg:722.29ms
step:8813/40500 train_loss:1.6480 aux_loss:0.0033 train_time:6358329ms step_avg:722.29ms
step:8814/40500 train_loss:1.7159 aux_loss:0.0029 train_time:6359047ms step_avg:722.29ms
step:8815/40500 train_loss:1.6802 aux_loss:0.0030 train_time:6359767ms step_avg:722.29ms
step:8816/40500 train_loss:1.6833 aux_loss:0.0028 train_time:6360488ms step_avg:722.29ms
step:8817/40500 train_loss:1.6578 aux_loss:0.0029 train_time:6361206ms step_avg:722.29ms
step:8818/40500 train_loss:1.7145 aux_loss:0.0031 train_time:6361925ms step_avg:722.29ms
step:8819/40500 train_loss:1.7724 aux_loss:0.0030 train_time:6362645ms step_avg:722.29ms
step:8820/40500 train_loss:1.7285 aux_loss:0.0030 train_time:6363367ms step_avg:722.29ms
step:8821/40500 train_loss:1.7048 aux_loss:0.0031 train_time:6364089ms step_avg:722.29ms
step:8822/40500 train_loss:1.6586 aux_loss:0.0030 train_time:6364809ms step_avg:722.29ms
step:8823/40500 train_loss:1.7113 aux_loss:0.0029 train_time:6365529ms step_avg:722.29ms
step:8824/40500 train_loss:1.7075 aux_loss:0.0031 train_time:6366248ms step_avg:722.29ms
step:8825/40500 train_loss:1.6775 aux_loss:0.0028 train_time:6366967ms step_avg:722.29ms
step:8826/40500 train_loss:1.6852 aux_loss:0.0029 train_time:6367688ms step_avg:722.29ms
step:8827/40500 train_loss:1.7438 aux_loss:0.0029 train_time:6368405ms step_avg:722.29ms
step:8828/40500 train_loss:1.6636 aux_loss:0.0030 train_time:6369124ms step_avg:722.29ms
step:8829/40500 train_loss:1.7241 aux_loss:0.0029 train_time:6369843ms step_avg:722.29ms
step:8830/40500 train_loss:1.7452 aux_loss:0.0029 train_time:6370564ms step_avg:722.29ms
step:8831/40500 train_loss:1.6743 aux_loss:0.0030 train_time:6371283ms step_avg:722.29ms
step:8832/40500 train_loss:1.6550 aux_loss:0.0031 train_time:6372003ms step_avg:722.29ms
step:8833/40500 train_loss:1.6886 aux_loss:0.0037 train_time:6372723ms step_avg:722.29ms
step:8834/40500 train_loss:1.7674 aux_loss:0.0031 train_time:6373443ms step_avg:722.29ms
step:8835/40500 train_loss:1.6910 aux_loss:0.0031 train_time:6374162ms step_avg:722.28ms
step:8836/40500 train_loss:1.7350 aux_loss:0.0031 train_time:6374881ms step_avg:722.28ms
step:8837/40500 train_loss:1.6451 aux_loss:0.0029 train_time:6375602ms step_avg:722.28ms
step:8838/40500 train_loss:1.7169 aux_loss:0.0030 train_time:6376322ms step_avg:722.28ms
step:8839/40500 train_loss:1.6863 aux_loss:0.0032 train_time:6377042ms step_avg:722.28ms
step:8840/40500 train_loss:1.6991 aux_loss:0.0031 train_time:6377761ms step_avg:722.28ms
step:8841/40500 train_loss:1.7112 aux_loss:0.0031 train_time:6378483ms step_avg:722.28ms
step:8842/40500 train_loss:1.6368 aux_loss:0.0029 train_time:6379201ms step_avg:722.28ms
step:8843/40500 train_loss:1.7161 aux_loss:0.0030 train_time:6379921ms step_avg:722.28ms
step:8844/40500 train_loss:1.7214 aux_loss:0.0029 train_time:6380641ms step_avg:722.28ms
step:8845/40500 train_loss:1.7254 aux_loss:0.0030 train_time:6381361ms step_avg:722.28ms
step:8846/40500 train_loss:1.6598 aux_loss:0.0029 train_time:6382079ms step_avg:722.28ms
step:8847/40500 train_loss:1.6997 aux_loss:0.0031 train_time:6382799ms step_avg:722.28ms
step:8848/40500 train_loss:1.7727 aux_loss:0.0029 train_time:6383520ms step_avg:722.28ms
step:8849/40500 train_loss:1.7314 aux_loss:0.0029 train_time:6384239ms step_avg:722.28ms
step:8850/40500 train_loss:1.7089 aux_loss:0.0031 train_time:6384958ms step_avg:722.28ms
step:8851/40500 train_loss:1.6370 aux_loss:0.0030 train_time:6385679ms step_avg:722.28ms
step:8852/40500 train_loss:1.7423 aux_loss:0.0031 train_time:6386400ms step_avg:722.28ms
step:8853/40500 train_loss:1.6936 aux_loss:0.0032 train_time:6387121ms step_avg:722.28ms
step:8854/40500 train_loss:1.7044 aux_loss:0.0032 train_time:6387839ms step_avg:722.28ms
step:8855/40500 train_loss:1.7168 aux_loss:0.0028 train_time:6388559ms step_avg:722.28ms
step:8856/40500 train_loss:1.6753 aux_loss:0.0030 train_time:6389278ms step_avg:722.28ms
step:8857/40500 train_loss:1.6912 aux_loss:0.0030 train_time:6389998ms step_avg:722.28ms
step:8858/40500 train_loss:1.7060 aux_loss:0.0033 train_time:6390718ms step_avg:722.28ms
step:8859/40500 train_loss:1.6242 aux_loss:0.0030 train_time:6391437ms step_avg:722.28ms
step:8860/40500 train_loss:1.6651 aux_loss:0.0029 train_time:6392157ms step_avg:722.28ms
step:8861/40500 train_loss:1.7607 aux_loss:0.0030 train_time:6392875ms step_avg:722.28ms
step:8862/40500 train_loss:1.6957 aux_loss:0.0029 train_time:6393596ms step_avg:722.28ms
step:8863/40500 train_loss:1.7367 aux_loss:0.0029 train_time:6394318ms step_avg:722.28ms
step:8864/40500 train_loss:1.7414 aux_loss:0.0031 train_time:6395037ms step_avg:722.28ms
step:8865/40500 train_loss:1.7253 aux_loss:0.0032 train_time:6395757ms step_avg:722.28ms
step:8866/40500 train_loss:1.7082 aux_loss:0.0030 train_time:6396476ms step_avg:722.28ms
step:8867/40500 train_loss:1.7283 aux_loss:0.0028 train_time:6397196ms step_avg:722.28ms
step:8868/40500 train_loss:1.6679 aux_loss:0.0031 train_time:6397916ms step_avg:722.28ms
step:8869/40500 train_loss:1.6988 aux_loss:0.0028 train_time:6398636ms step_avg:722.28ms
step:8870/40500 train_loss:1.7194 aux_loss:0.0030 train_time:6399356ms step_avg:722.27ms
step:8871/40500 train_loss:1.7034 aux_loss:0.0031 train_time:6400076ms step_avg:722.27ms
step:8872/40500 train_loss:1.7068 aux_loss:0.0030 train_time:6400795ms step_avg:722.27ms
step:8873/40500 train_loss:1.6847 aux_loss:0.0031 train_time:6401516ms step_avg:722.27ms
step:8874/40500 train_loss:1.6723 aux_loss:0.0033 train_time:6402235ms step_avg:722.27ms
step:8875/40500 train_loss:1.7451 aux_loss:0.0031 train_time:6402954ms step_avg:722.27ms
step:8876/40500 train_loss:1.7981 aux_loss:0.0032 train_time:6403676ms step_avg:722.27ms
step:8877/40500 train_loss:1.6393 aux_loss:0.0030 train_time:6404394ms step_avg:722.27ms
step:8878/40500 train_loss:1.6682 aux_loss:0.0030 train_time:6405114ms step_avg:722.27ms
step:8879/40500 train_loss:1.7224 aux_loss:0.0029 train_time:6405836ms step_avg:722.27ms
step:8880/40500 train_loss:1.7330 aux_loss:0.0031 train_time:6406555ms step_avg:722.27ms
step:8881/40500 train_loss:1.6582 aux_loss:0.0030 train_time:6407276ms step_avg:722.27ms
step:8882/40500 train_loss:1.7478 aux_loss:0.0029 train_time:6407996ms step_avg:722.27ms
step:8883/40500 train_loss:1.6752 aux_loss:0.0031 train_time:6408714ms step_avg:722.27ms
step:8884/40500 train_loss:1.7044 aux_loss:0.0030 train_time:6409432ms step_avg:722.27ms
step:8885/40500 train_loss:1.6988 aux_loss:0.0031 train_time:6410152ms step_avg:722.27ms
step:8886/40500 train_loss:1.7272 aux_loss:0.0032 train_time:6410873ms step_avg:722.27ms
step:8887/40500 train_loss:1.6806 aux_loss:0.0032 train_time:6411593ms step_avg:722.27ms
step:8888/40500 train_loss:1.6793 aux_loss:0.0031 train_time:6412313ms step_avg:722.27ms
step:8889/40500 train_loss:1.6692 aux_loss:0.0030 train_time:6413032ms step_avg:722.27ms
step:8890/40500 train_loss:1.6706 aux_loss:0.0031 train_time:6413752ms step_avg:722.27ms
step:8891/40500 train_loss:1.7377 aux_loss:0.0031 train_time:6414471ms step_avg:722.27ms
step:8892/40500 train_loss:1.7178 aux_loss:0.0030 train_time:6415191ms step_avg:722.27ms
step:8893/40500 train_loss:1.7172 aux_loss:0.0031 train_time:6415911ms step_avg:722.27ms
step:8894/40500 train_loss:1.7406 aux_loss:0.0033 train_time:6416631ms step_avg:722.27ms
step:8895/40500 train_loss:1.6909 aux_loss:0.0031 train_time:6417352ms step_avg:722.27ms
step:8896/40500 train_loss:1.7689 aux_loss:0.0030 train_time:6418071ms step_avg:722.27ms
step:8897/40500 train_loss:1.6922 aux_loss:0.0031 train_time:6418791ms step_avg:722.27ms
step:8898/40500 train_loss:1.6458 aux_loss:0.0032 train_time:6419510ms step_avg:722.27ms
step:8899/40500 train_loss:1.8293 aux_loss:0.0031 train_time:6420230ms step_avg:722.27ms
step:8900/40500 train_loss:1.7538 aux_loss:0.0030 train_time:6420949ms step_avg:722.27ms
step:8901/40500 train_loss:1.7055 aux_loss:0.0031 train_time:6421666ms step_avg:722.27ms
step:8902/40500 train_loss:1.6800 aux_loss:0.0031 train_time:6422388ms step_avg:722.27ms
step:8903/40500 train_loss:1.6860 aux_loss:0.0030 train_time:6423108ms step_avg:722.27ms
step:8904/40500 train_loss:1.7099 aux_loss:0.0031 train_time:6423829ms step_avg:722.27ms
step:8905/40500 train_loss:1.7147 aux_loss:0.0032 train_time:6424548ms step_avg:722.27ms
step:8906/40500 train_loss:1.7059 aux_loss:0.0032 train_time:6425268ms step_avg:722.26ms
step:8907/40500 train_loss:1.7455 aux_loss:0.0029 train_time:6425989ms step_avg:722.26ms
step:8908/40500 train_loss:1.7266 aux_loss:0.0027 train_time:6426707ms step_avg:722.26ms
step:8909/40500 train_loss:1.7221 aux_loss:0.0030 train_time:6427429ms step_avg:722.26ms
step:8910/40500 train_loss:1.7043 aux_loss:0.0030 train_time:6428148ms step_avg:722.26ms
step:8911/40500 train_loss:1.7108 aux_loss:0.0030 train_time:6428869ms step_avg:722.26ms
step:8912/40500 train_loss:1.6523 aux_loss:0.0071 train_time:6429588ms step_avg:722.26ms
step:8913/40500 train_loss:1.6840 aux_loss:0.0030 train_time:6430307ms step_avg:722.26ms
step:8914/40500 train_loss:1.7370 aux_loss:0.0030 train_time:6431027ms step_avg:722.26ms
step:8915/40500 train_loss:1.6664 aux_loss:0.0029 train_time:6431747ms step_avg:722.26ms
step:8916/40500 train_loss:1.6473 aux_loss:0.0032 train_time:6432465ms step_avg:722.26ms
step:8917/40500 train_loss:1.6522 aux_loss:0.0030 train_time:6433186ms step_avg:722.26ms
step:8918/40500 train_loss:1.6580 aux_loss:0.0029 train_time:6433905ms step_avg:722.26ms
step:8919/40500 train_loss:1.6455 aux_loss:0.0031 train_time:6434625ms step_avg:722.26ms
step:8920/40500 train_loss:1.6638 aux_loss:0.0030 train_time:6435344ms step_avg:722.26ms
step:8921/40500 train_loss:1.6344 aux_loss:0.0031 train_time:6436064ms step_avg:722.26ms
step:8922/40500 train_loss:1.6977 aux_loss:0.0029 train_time:6436784ms step_avg:722.26ms
step:8923/40500 train_loss:1.7214 aux_loss:0.0031 train_time:6437506ms step_avg:722.26ms
step:8924/40500 train_loss:1.6851 aux_loss:0.0030 train_time:6438226ms step_avg:722.26ms
step:8925/40500 train_loss:1.7280 aux_loss:0.0030 train_time:6438945ms step_avg:722.26ms
step:8926/40500 train_loss:1.6845 aux_loss:0.0028 train_time:6439664ms step_avg:722.26ms
step:8927/40500 train_loss:1.7599 aux_loss:0.0030 train_time:6440385ms step_avg:722.26ms
step:8928/40500 train_loss:1.6988 aux_loss:0.0030 train_time:6441106ms step_avg:722.26ms
step:8929/40500 train_loss:1.6946 aux_loss:0.0030 train_time:6441825ms step_avg:722.26ms
step:8930/40500 train_loss:1.6656 aux_loss:0.0031 train_time:6442544ms step_avg:722.26ms
step:8931/40500 train_loss:1.7112 aux_loss:0.0031 train_time:6443265ms step_avg:722.26ms
step:8932/40500 train_loss:1.7387 aux_loss:0.0031 train_time:6443985ms step_avg:722.26ms
step:8933/40500 train_loss:1.6722 aux_loss:0.0034 train_time:6444703ms step_avg:722.26ms
step:8934/40500 train_loss:1.6981 aux_loss:0.0029 train_time:6445423ms step_avg:722.26ms
step:8935/40500 train_loss:1.7283 aux_loss:0.0031 train_time:6446143ms step_avg:722.26ms
step:8936/40500 train_loss:1.6981 aux_loss:0.0029 train_time:6446863ms step_avg:722.26ms
step:8937/40500 train_loss:1.7141 aux_loss:0.0029 train_time:6447584ms step_avg:722.26ms
step:8938/40500 train_loss:1.6525 aux_loss:0.0030 train_time:6448304ms step_avg:722.26ms
step:8939/40500 train_loss:1.6555 aux_loss:0.0030 train_time:6449023ms step_avg:722.26ms
step:8940/40500 train_loss:1.7033 aux_loss:0.0030 train_time:6449741ms step_avg:722.26ms
step:8941/40500 train_loss:1.6723 aux_loss:0.0032 train_time:6450461ms step_avg:722.26ms
step:8942/40500 train_loss:1.6440 aux_loss:0.0031 train_time:6451183ms step_avg:722.26ms
step:8943/40500 train_loss:1.7208 aux_loss:0.0032 train_time:6451902ms step_avg:722.25ms
step:8944/40500 train_loss:1.7714 aux_loss:0.0030 train_time:6452622ms step_avg:722.25ms
step:8945/40500 train_loss:1.6874 aux_loss:0.0030 train_time:6453343ms step_avg:722.25ms
step:8946/40500 train_loss:1.6732 aux_loss:0.0030 train_time:6454061ms step_avg:722.25ms
step:8947/40500 train_loss:1.7243 aux_loss:0.0031 train_time:6454780ms step_avg:722.25ms
step:8948/40500 train_loss:1.7196 aux_loss:0.0031 train_time:6455501ms step_avg:722.25ms
step:8949/40500 train_loss:1.6237 aux_loss:0.0030 train_time:6456220ms step_avg:722.25ms
step:8950/40500 train_loss:1.7009 aux_loss:0.0029 train_time:6456939ms step_avg:722.25ms
step:8951/40500 train_loss:1.7093 aux_loss:0.0030 train_time:6457658ms step_avg:722.25ms
step:8952/40500 train_loss:1.6646 aux_loss:0.0029 train_time:6458380ms step_avg:722.25ms
step:8953/40500 train_loss:1.6709 aux_loss:0.0034 train_time:6459099ms step_avg:722.25ms
step:8954/40500 train_loss:1.6910 aux_loss:0.0035 train_time:6459819ms step_avg:722.25ms
step:8955/40500 train_loss:1.6534 aux_loss:0.0030 train_time:6460539ms step_avg:722.25ms
step:8956/40500 train_loss:1.6623 aux_loss:0.0028 train_time:6461259ms step_avg:722.25ms
step:8957/40500 train_loss:1.6942 aux_loss:0.0032 train_time:6461979ms step_avg:722.25ms
step:8958/40500 train_loss:1.6539 aux_loss:0.0031 train_time:6462701ms step_avg:722.25ms
step:8959/40500 train_loss:1.6133 aux_loss:0.0032 train_time:6463420ms step_avg:722.25ms
step:8960/40500 train_loss:1.6572 aux_loss:0.0029 train_time:6464140ms step_avg:722.25ms
step:8961/40500 train_loss:1.6702 aux_loss:0.0032 train_time:6464858ms step_avg:722.25ms
step:8962/40500 train_loss:1.6405 aux_loss:0.0034 train_time:6465577ms step_avg:722.25ms
step:8963/40500 train_loss:1.7086 aux_loss:0.0031 train_time:6466297ms step_avg:722.25ms
step:8964/40500 train_loss:1.7256 aux_loss:0.0029 train_time:6467017ms step_avg:722.25ms
step:8965/40500 train_loss:1.6596 aux_loss:0.0029 train_time:6467738ms step_avg:722.25ms
step:8966/40500 train_loss:1.6814 aux_loss:0.0027 train_time:6468459ms step_avg:722.25ms
step:8967/40500 train_loss:1.6937 aux_loss:0.0028 train_time:6469178ms step_avg:722.25ms
step:8968/40500 train_loss:1.6722 aux_loss:0.0030 train_time:6469898ms step_avg:722.25ms
step:8969/40500 train_loss:1.6217 aux_loss:0.0031 train_time:6470616ms step_avg:722.25ms
step:8970/40500 train_loss:1.6863 aux_loss:0.0029 train_time:6471335ms step_avg:722.25ms
step:8971/40500 train_loss:1.6622 aux_loss:0.0030 train_time:6472055ms step_avg:722.25ms
step:8972/40500 train_loss:1.6679 aux_loss:0.0030 train_time:6472775ms step_avg:722.25ms
step:8973/40500 train_loss:1.6972 aux_loss:0.0032 train_time:6473495ms step_avg:722.25ms
step:8974/40500 train_loss:1.6995 aux_loss:0.0031 train_time:6474215ms step_avg:722.25ms
step:8975/40500 train_loss:1.6702 aux_loss:0.0029 train_time:6474935ms step_avg:722.25ms
step:8976/40500 train_loss:1.6972 aux_loss:0.0032 train_time:6475655ms step_avg:722.25ms
step:8977/40500 train_loss:1.6871 aux_loss:0.0031 train_time:6476375ms step_avg:722.25ms
step:8978/40500 train_loss:1.7000 aux_loss:0.0030 train_time:6477095ms step_avg:722.25ms
step:8979/40500 train_loss:1.6392 aux_loss:0.0031 train_time:6477816ms step_avg:722.25ms
step:8980/40500 train_loss:1.6575 aux_loss:0.0031 train_time:6478536ms step_avg:722.24ms
step:8981/40500 train_loss:1.6499 aux_loss:0.0031 train_time:6479254ms step_avg:722.24ms
step:8982/40500 train_loss:1.6413 aux_loss:0.0030 train_time:6479976ms step_avg:722.24ms
step:8983/40500 train_loss:1.7021 aux_loss:0.0031 train_time:6480695ms step_avg:722.24ms
step:8984/40500 train_loss:1.7060 aux_loss:0.0030 train_time:6481417ms step_avg:722.24ms
step:8985/40500 train_loss:1.6930 aux_loss:0.0030 train_time:6482137ms step_avg:722.24ms
step:8986/40500 train_loss:1.7300 aux_loss:0.0027 train_time:6482857ms step_avg:722.24ms
step:8987/40500 train_loss:1.6736 aux_loss:0.0029 train_time:6483578ms step_avg:722.24ms
step:8988/40500 train_loss:1.7033 aux_loss:0.0032 train_time:6484300ms step_avg:722.24ms
step:8989/40500 train_loss:1.7020 aux_loss:0.0033 train_time:6485022ms step_avg:722.24ms
step:8990/40500 train_loss:1.7276 aux_loss:0.0032 train_time:6485741ms step_avg:722.24ms
step:8991/40500 train_loss:1.6641 aux_loss:0.0031 train_time:6486464ms step_avg:722.24ms
step:8992/40500 train_loss:1.7436 aux_loss:0.0030 train_time:6487185ms step_avg:722.24ms
step:8993/40500 train_loss:1.7429 aux_loss:0.0030 train_time:6487905ms step_avg:722.24ms
step:8994/40500 train_loss:1.7045 aux_loss:0.0029 train_time:6488627ms step_avg:722.24ms
step:8995/40500 train_loss:1.6685 aux_loss:0.0029 train_time:6489347ms step_avg:722.24ms
step:8996/40500 train_loss:1.7166 aux_loss:0.0030 train_time:6490069ms step_avg:722.24ms
step:8997/40500 train_loss:1.6071 aux_loss:0.0031 train_time:6490790ms step_avg:722.24ms
step:8998/40500 train_loss:1.7803 aux_loss:0.0029 train_time:6491510ms step_avg:722.24ms
step:8999/40500 train_loss:1.6405 aux_loss:0.0028 train_time:6492232ms step_avg:722.24ms
step:9000/40500 train_loss:1.6927 aux_loss:0.0029 train_time:6492952ms step_avg:722.24ms
step:9001/40500 train_loss:1.7010 aux_loss:0.0030 train_time:6493671ms step_avg:722.24ms
step:9002/40500 train_loss:1.6691 aux_loss:0.0029 train_time:6494393ms step_avg:722.24ms
step:9003/40500 train_loss:1.6552 aux_loss:0.0035 train_time:6495113ms step_avg:722.24ms
step:9004/40500 train_loss:1.7254 aux_loss:0.0029 train_time:6495834ms step_avg:722.24ms
step:9005/40500 train_loss:1.6739 aux_loss:0.0030 train_time:6496555ms step_avg:722.24ms
step:9006/40500 train_loss:1.7174 aux_loss:0.0032 train_time:6497276ms step_avg:722.24ms
step:9007/40500 train_loss:1.6831 aux_loss:0.0035 train_time:6497998ms step_avg:722.24ms
step:9008/40500 train_loss:1.7154 aux_loss:0.0032 train_time:6498719ms step_avg:722.24ms
step:9009/40500 train_loss:1.7196 aux_loss:0.0031 train_time:6499443ms step_avg:722.24ms
step:9010/40500 train_loss:1.6952 aux_loss:0.0032 train_time:6500163ms step_avg:722.24ms
step:9011/40500 train_loss:1.7185 aux_loss:0.0033 train_time:6500885ms step_avg:722.24ms
step:9012/40500 train_loss:1.7386 aux_loss:0.0031 train_time:6501605ms step_avg:722.24ms
step:9013/40500 train_loss:1.7256 aux_loss:0.0029 train_time:6502326ms step_avg:722.24ms
step:9014/40500 train_loss:1.6320 aux_loss:0.0029 train_time:6503046ms step_avg:722.24ms
step:9015/40500 train_loss:1.7308 aux_loss:0.0029 train_time:6503765ms step_avg:722.24ms
step:9016/40500 train_loss:1.7319 aux_loss:0.0029 train_time:6504486ms step_avg:722.24ms
step:9017/40500 train_loss:1.6728 aux_loss:0.0028 train_time:6505206ms step_avg:722.24ms
step:9018/40500 train_loss:1.7638 aux_loss:0.0030 train_time:6505926ms step_avg:722.24ms
step:9019/40500 train_loss:1.7589 aux_loss:0.0032 train_time:6506646ms step_avg:722.24ms
step:9020/40500 train_loss:1.6635 aux_loss:0.0032 train_time:6507367ms step_avg:722.24ms
step:9021/40500 train_loss:1.7152 aux_loss:0.0027 train_time:6508087ms step_avg:722.24ms
step:9022/40500 train_loss:1.6860 aux_loss:0.0030 train_time:6508806ms step_avg:722.24ms
step:9023/40500 train_loss:1.6533 aux_loss:0.0031 train_time:6509526ms step_avg:722.24ms
step:9024/40500 train_loss:1.6752 aux_loss:0.0029 train_time:6510245ms step_avg:722.24ms
step:9025/40500 train_loss:1.6826 aux_loss:0.0030 train_time:6510964ms step_avg:722.24ms
step:9026/40500 train_loss:1.7073 aux_loss:0.0031 train_time:6511684ms step_avg:722.24ms
step:9027/40500 train_loss:1.6639 aux_loss:0.0033 train_time:6512404ms step_avg:722.24ms
step:9028/40500 train_loss:1.7241 aux_loss:0.0031 train_time:6513124ms step_avg:722.24ms
step:9029/40500 train_loss:1.6796 aux_loss:0.0030 train_time:6513844ms step_avg:722.24ms
step:9030/40500 train_loss:1.6903 aux_loss:0.0030 train_time:6514563ms step_avg:722.24ms
step:9031/40500 train_loss:1.6711 aux_loss:0.0031 train_time:6515284ms step_avg:722.24ms
step:9032/40500 train_loss:1.7352 aux_loss:0.0030 train_time:6516004ms step_avg:722.23ms
step:9033/40500 train_loss:1.7141 aux_loss:0.0032 train_time:6516724ms step_avg:722.23ms
step:9034/40500 train_loss:1.7355 aux_loss:0.0031 train_time:6517443ms step_avg:722.23ms
step:9035/40500 train_loss:1.7458 aux_loss:0.0030 train_time:6518164ms step_avg:722.23ms
step:9036/40500 train_loss:1.7065 aux_loss:0.0029 train_time:6518883ms step_avg:722.23ms
step:9037/40500 train_loss:1.6870 aux_loss:0.0029 train_time:6519603ms step_avg:722.23ms
step:9038/40500 train_loss:1.6717 aux_loss:0.0031 train_time:6520322ms step_avg:722.23ms
step:9039/40500 train_loss:1.6660 aux_loss:0.0029 train_time:6521042ms step_avg:722.23ms
step:9040/40500 train_loss:1.6965 aux_loss:0.0029 train_time:6521762ms step_avg:722.23ms
step:9041/40500 train_loss:1.6838 aux_loss:0.0030 train_time:6522481ms step_avg:722.23ms
step:9042/40500 train_loss:1.6594 aux_loss:0.0032 train_time:6523201ms step_avg:722.23ms
step:9043/40500 train_loss:1.6679 aux_loss:0.0030 train_time:6523920ms step_avg:722.23ms
step:9044/40500 train_loss:1.6927 aux_loss:0.0032 train_time:6524642ms step_avg:722.23ms
step:9045/40500 train_loss:1.7001 aux_loss:0.0030 train_time:6525361ms step_avg:722.23ms
step:9046/40500 train_loss:1.7167 aux_loss:0.0031 train_time:6526080ms step_avg:722.23ms
step:9047/40500 train_loss:1.6502 aux_loss:0.0029 train_time:6526801ms step_avg:722.23ms
step:9048/40500 train_loss:1.6949 aux_loss:0.0029 train_time:6527521ms step_avg:722.23ms
step:9049/40500 train_loss:1.7382 aux_loss:0.0031 train_time:6528239ms step_avg:722.23ms
step:9050/40500 train_loss:1.6968 aux_loss:0.0029 train_time:6528959ms step_avg:722.23ms
step:9051/40500 train_loss:1.7359 aux_loss:0.0028 train_time:6529680ms step_avg:722.23ms
step:9052/40500 train_loss:1.7116 aux_loss:0.0029 train_time:6530400ms step_avg:722.23ms
step:9053/40500 train_loss:1.6726 aux_loss:0.0031 train_time:6531119ms step_avg:722.23ms
step:9054/40500 train_loss:1.6988 aux_loss:0.0028 train_time:6531841ms step_avg:722.23ms
step:9055/40500 train_loss:1.6770 aux_loss:0.0026 train_time:6532561ms step_avg:722.23ms
step:9056/40500 train_loss:1.7059 aux_loss:0.0029 train_time:6533278ms step_avg:722.23ms
step:9057/40500 train_loss:1.7201 aux_loss:0.0030 train_time:6533999ms step_avg:722.23ms
step:9058/40500 train_loss:1.6486 aux_loss:0.0033 train_time:6534716ms step_avg:722.23ms
step:9059/40500 train_loss:1.6750 aux_loss:0.0030 train_time:6535437ms step_avg:722.23ms
step:9060/40500 train_loss:1.6681 aux_loss:0.0031 train_time:6536157ms step_avg:722.23ms
step:9061/40500 train_loss:1.6657 aux_loss:0.0030 train_time:6536879ms step_avg:722.23ms
step:9062/40500 train_loss:1.7123 aux_loss:0.0031 train_time:6537598ms step_avg:722.23ms
step:9063/40500 train_loss:1.7223 aux_loss:0.0030 train_time:6538317ms step_avg:722.23ms
step:9064/40500 train_loss:1.7465 aux_loss:0.0032 train_time:6539035ms step_avg:722.23ms
step:9065/40500 train_loss:1.6753 aux_loss:0.0031 train_time:6539757ms step_avg:722.23ms
step:9066/40500 train_loss:1.6531 aux_loss:0.0029 train_time:6540476ms step_avg:722.23ms
step:9067/40500 train_loss:1.6925 aux_loss:0.0029 train_time:6541196ms step_avg:722.23ms
step:9068/40500 train_loss:1.7536 aux_loss:0.0032 train_time:6541918ms step_avg:722.23ms
step:9069/40500 train_loss:1.6458 aux_loss:0.0030 train_time:6542636ms step_avg:722.22ms
step:9070/40500 train_loss:1.7649 aux_loss:0.0029 train_time:6543354ms step_avg:722.22ms
step:9071/40500 train_loss:1.6549 aux_loss:0.0029 train_time:6544074ms step_avg:722.22ms
step:9072/40500 train_loss:1.6769 aux_loss:0.0031 train_time:6544792ms step_avg:722.22ms
step:9073/40500 train_loss:1.7131 aux_loss:0.0030 train_time:6545513ms step_avg:722.22ms
step:9074/40500 train_loss:1.7325 aux_loss:0.0031 train_time:6546233ms step_avg:722.22ms
step:9075/40500 train_loss:1.7157 aux_loss:0.0029 train_time:6546952ms step_avg:722.22ms
step:9076/40500 train_loss:1.7436 aux_loss:0.0031 train_time:6547672ms step_avg:722.22ms
step:9077/40500 train_loss:1.6551 aux_loss:0.0034 train_time:6548394ms step_avg:722.22ms
step:9078/40500 train_loss:1.6834 aux_loss:0.0031 train_time:6549114ms step_avg:722.22ms
step:9079/40500 train_loss:1.7037 aux_loss:0.0030 train_time:6549836ms step_avg:722.22ms
step:9080/40500 train_loss:1.7225 aux_loss:0.0027 train_time:6550557ms step_avg:722.22ms
step:9081/40500 train_loss:1.6534 aux_loss:0.0027 train_time:6551275ms step_avg:722.22ms
step:9082/40500 train_loss:1.7132 aux_loss:0.0030 train_time:6551997ms step_avg:722.22ms
step:9083/40500 train_loss:1.6929 aux_loss:0.0030 train_time:6552717ms step_avg:722.22ms
step:9084/40500 train_loss:1.7118 aux_loss:0.0030 train_time:6553434ms step_avg:722.22ms
step:9085/40500 train_loss:1.7071 aux_loss:0.0029 train_time:6554153ms step_avg:722.22ms
step:9086/40500 train_loss:1.7218 aux_loss:0.0029 train_time:6554873ms step_avg:722.22ms
step:9087/40500 train_loss:1.6242 aux_loss:0.0028 train_time:6555594ms step_avg:722.22ms
step:9088/40500 train_loss:1.7184 aux_loss:0.0029 train_time:6556313ms step_avg:722.22ms
step:9089/40500 train_loss:1.6970 aux_loss:0.0030 train_time:6557033ms step_avg:722.22ms
step:9090/40500 train_loss:1.6922 aux_loss:0.0030 train_time:6557753ms step_avg:722.22ms
step:9091/40500 train_loss:1.6939 aux_loss:0.0030 train_time:6558473ms step_avg:722.22ms
step:9092/40500 train_loss:1.6566 aux_loss:0.0030 train_time:6559193ms step_avg:722.22ms
step:9093/40500 train_loss:1.6671 aux_loss:0.0030 train_time:6559912ms step_avg:722.22ms
step:9094/40500 train_loss:1.6662 aux_loss:0.0029 train_time:6560633ms step_avg:722.22ms
step:9095/40500 train_loss:1.7447 aux_loss:0.0029 train_time:6561352ms step_avg:722.22ms
step:9096/40500 train_loss:1.6689 aux_loss:0.0030 train_time:6562072ms step_avg:722.22ms
step:9097/40500 train_loss:1.7238 aux_loss:0.0030 train_time:6562792ms step_avg:722.22ms
step:9098/40500 train_loss:1.7281 aux_loss:0.0029 train_time:6563510ms step_avg:722.22ms
step:9099/40500 train_loss:1.7069 aux_loss:0.0029 train_time:6564229ms step_avg:722.22ms
step:9100/40500 train_loss:1.6907 aux_loss:0.0029 train_time:6564949ms step_avg:722.22ms
step:9101/40500 train_loss:1.6763 aux_loss:0.0030 train_time:6565668ms step_avg:722.22ms
step:9102/40500 train_loss:1.7082 aux_loss:0.0029 train_time:6566389ms step_avg:722.22ms
step:9103/40500 train_loss:1.7086 aux_loss:0.0029 train_time:6567110ms step_avg:722.22ms
step:9104/40500 train_loss:1.6953 aux_loss:0.0029 train_time:6567830ms step_avg:722.22ms
step:9105/40500 train_loss:1.6258 aux_loss:0.0030 train_time:6568548ms step_avg:722.22ms
step:9106/40500 train_loss:1.6590 aux_loss:0.0032 train_time:6569267ms step_avg:722.21ms
step:9107/40500 train_loss:1.6700 aux_loss:0.0028 train_time:6569987ms step_avg:722.21ms
step:9108/40500 train_loss:1.6859 aux_loss:0.0030 train_time:6570709ms step_avg:722.21ms
step:9109/40500 train_loss:1.6829 aux_loss:0.0032 train_time:6571428ms step_avg:722.21ms
step:9110/40500 train_loss:1.6921 aux_loss:0.0032 train_time:6572149ms step_avg:722.21ms
step:9111/40500 train_loss:1.6359 aux_loss:0.0028 train_time:6572870ms step_avg:722.21ms
step:9112/40500 train_loss:1.7470 aux_loss:0.0030 train_time:6573588ms step_avg:722.21ms
step:9113/40500 train_loss:1.6329 aux_loss:0.0031 train_time:6574307ms step_avg:722.21ms
step:9114/40500 train_loss:1.7042 aux_loss:0.0031 train_time:6575027ms step_avg:722.21ms
step:9115/40500 train_loss:1.7030 aux_loss:0.0030 train_time:6575748ms step_avg:722.21ms
step:9116/40500 train_loss:1.7062 aux_loss:0.0029 train_time:6576468ms step_avg:722.21ms
step:9117/40500 train_loss:1.6432 aux_loss:0.0028 train_time:6577186ms step_avg:722.21ms
step:9118/40500 train_loss:1.6591 aux_loss:0.0028 train_time:6577905ms step_avg:722.21ms
step:9119/40500 train_loss:1.7237 aux_loss:0.0031 train_time:6578626ms step_avg:722.21ms
step:9120/40500 train_loss:1.6617 aux_loss:0.0030 train_time:6579344ms step_avg:722.21ms
step:9121/40500 train_loss:1.7273 aux_loss:0.0030 train_time:6580064ms step_avg:722.21ms
step:9122/40500 train_loss:1.7115 aux_loss:0.0028 train_time:6580785ms step_avg:722.21ms
step:9123/40500 train_loss:1.6900 aux_loss:0.0032 train_time:6581505ms step_avg:722.21ms
step:9124/40500 train_loss:1.6764 aux_loss:0.0033 train_time:6582224ms step_avg:722.21ms
step:9125/40500 train_loss:1.6019 aux_loss:0.0030 train_time:6582944ms step_avg:722.21ms
step:9126/40500 train_loss:1.7262 aux_loss:0.0029 train_time:6583664ms step_avg:722.21ms
step:9127/40500 train_loss:1.6917 aux_loss:0.0029 train_time:6584382ms step_avg:722.21ms
step:9128/40500 train_loss:1.7186 aux_loss:0.0043 train_time:6585101ms step_avg:722.21ms
step:9129/40500 train_loss:1.6461 aux_loss:0.0029 train_time:6585822ms step_avg:722.21ms
step:9130/40500 train_loss:1.6451 aux_loss:0.0030 train_time:6586541ms step_avg:722.21ms
step:9131/40500 train_loss:1.6581 aux_loss:0.0029 train_time:6587260ms step_avg:722.21ms
step:9132/40500 train_loss:1.7260 aux_loss:0.0030 train_time:6587981ms step_avg:722.21ms
step:9133/40500 train_loss:1.6190 aux_loss:0.0029 train_time:6588700ms step_avg:722.21ms
step:9134/40500 train_loss:1.6587 aux_loss:0.0031 train_time:6589421ms step_avg:722.21ms
step:9135/40500 train_loss:1.7492 aux_loss:0.0031 train_time:6590141ms step_avg:722.21ms
step:9136/40500 train_loss:1.6770 aux_loss:0.0029 train_time:6590861ms step_avg:722.21ms
step:9137/40500 train_loss:1.7372 aux_loss:0.0030 train_time:6591582ms step_avg:722.21ms
step:9138/40500 train_loss:1.7311 aux_loss:0.0030 train_time:6592302ms step_avg:722.21ms
step:9139/40500 train_loss:1.6403 aux_loss:0.0030 train_time:6593022ms step_avg:722.21ms
step:9140/40500 train_loss:1.7060 aux_loss:0.0031 train_time:6593740ms step_avg:722.21ms
step:9141/40500 train_loss:1.6980 aux_loss:0.0029 train_time:6594460ms step_avg:722.21ms
step:9142/40500 train_loss:1.6954 aux_loss:0.0029 train_time:6595180ms step_avg:722.21ms
step:9143/40500 train_loss:1.7516 aux_loss:0.0032 train_time:6595900ms step_avg:722.21ms
step:9144/40500 train_loss:1.6674 aux_loss:0.0029 train_time:6596621ms step_avg:722.21ms
step:9145/40500 train_loss:1.6404 aux_loss:0.0028 train_time:6597342ms step_avg:722.20ms
step:9146/40500 train_loss:1.6537 aux_loss:0.0033 train_time:6598063ms step_avg:722.20ms
step:9147/40500 train_loss:1.6655 aux_loss:0.0031 train_time:6598783ms step_avg:722.20ms
step:9148/40500 train_loss:1.6902 aux_loss:0.0032 train_time:6599502ms step_avg:722.20ms
step:9149/40500 train_loss:1.6673 aux_loss:0.0029 train_time:6600221ms step_avg:722.20ms
step:9150/40500 train_loss:1.6381 aux_loss:0.0030 train_time:6600940ms step_avg:722.20ms
step:9151/40500 train_loss:1.6603 aux_loss:0.0033 train_time:6601658ms step_avg:722.20ms
step:9152/40500 train_loss:1.6804 aux_loss:0.0030 train_time:6602378ms step_avg:722.20ms
step:9153/40500 train_loss:1.7183 aux_loss:0.0031 train_time:6603098ms step_avg:722.20ms
step:9154/40500 train_loss:1.6532 aux_loss:0.0033 train_time:6603819ms step_avg:722.20ms
step:9155/40500 train_loss:1.7336 aux_loss:0.0034 train_time:6604539ms step_avg:722.20ms
step:9156/40500 train_loss:1.6782 aux_loss:0.0031 train_time:6605260ms step_avg:722.20ms
step:9157/40500 train_loss:1.7097 aux_loss:0.0031 train_time:6605980ms step_avg:722.20ms
step:9158/40500 train_loss:1.7273 aux_loss:0.0029 train_time:6606699ms step_avg:722.20ms
step:9159/40500 train_loss:1.6875 aux_loss:0.0031 train_time:6607422ms step_avg:722.20ms
step:9160/40500 train_loss:1.7116 aux_loss:0.0030 train_time:6608144ms step_avg:722.20ms
step:9161/40500 train_loss:1.6755 aux_loss:0.0028 train_time:6608863ms step_avg:722.20ms
step:9162/40500 train_loss:1.7104 aux_loss:0.0028 train_time:6609585ms step_avg:722.20ms
step:9163/40500 train_loss:1.6692 aux_loss:0.0029 train_time:6610305ms step_avg:722.20ms
step:9164/40500 train_loss:1.6718 aux_loss:0.0030 train_time:6611027ms step_avg:722.20ms
step:9165/40500 train_loss:1.7097 aux_loss:0.0029 train_time:6611748ms step_avg:722.20ms
step:9166/40500 train_loss:1.6649 aux_loss:0.0030 train_time:6612471ms step_avg:722.20ms
step:9167/40500 train_loss:1.6960 aux_loss:0.0030 train_time:6613191ms step_avg:722.20ms
step:9168/40500 train_loss:1.6841 aux_loss:0.0031 train_time:6613912ms step_avg:722.20ms
step:9169/40500 train_loss:1.7020 aux_loss:0.0029 train_time:6614632ms step_avg:722.20ms
step:9170/40500 train_loss:1.6530 aux_loss:0.0030 train_time:6615354ms step_avg:722.20ms
step:9171/40500 train_loss:1.6869 aux_loss:0.0032 train_time:6616074ms step_avg:722.20ms
step:9172/40500 train_loss:1.7282 aux_loss:0.0029 train_time:6616795ms step_avg:722.20ms
step:9173/40500 train_loss:1.6034 aux_loss:0.0029 train_time:6617515ms step_avg:722.20ms
step:9174/40500 train_loss:1.7077 aux_loss:0.0030 train_time:6618234ms step_avg:722.20ms
step:9175/40500 train_loss:1.6713 aux_loss:0.0032 train_time:6618954ms step_avg:722.20ms
step:9176/40500 train_loss:1.6940 aux_loss:0.0030 train_time:6619674ms step_avg:722.20ms
step:9177/40500 train_loss:1.6730 aux_loss:0.0029 train_time:6620394ms step_avg:722.20ms
step:9178/40500 train_loss:1.7824 aux_loss:0.0034 train_time:6621114ms step_avg:722.20ms
step:9179/40500 train_loss:1.6881 aux_loss:0.0032 train_time:6621834ms step_avg:722.20ms
step:9180/40500 train_loss:1.7108 aux_loss:0.0030 train_time:6622553ms step_avg:722.20ms
step:9181/40500 train_loss:1.7388 aux_loss:0.0031 train_time:6623273ms step_avg:722.20ms
step:9182/40500 train_loss:1.7402 aux_loss:0.0030 train_time:6623991ms step_avg:722.20ms
step:9183/40500 train_loss:1.6733 aux_loss:0.0029 train_time:6624712ms step_avg:722.20ms
step:9184/40500 train_loss:1.6817 aux_loss:0.0029 train_time:6625432ms step_avg:722.20ms
step:9185/40500 train_loss:1.6537 aux_loss:0.0030 train_time:6626152ms step_avg:722.20ms
step:9186/40500 train_loss:1.7844 aux_loss:0.0030 train_time:6626870ms step_avg:722.20ms
step:9187/40500 train_loss:1.7292 aux_loss:0.0029 train_time:6627591ms step_avg:722.20ms
step:9188/40500 train_loss:1.7039 aux_loss:0.0029 train_time:6628314ms step_avg:722.20ms
step:9189/40500 train_loss:1.7231 aux_loss:0.0030 train_time:6629032ms step_avg:722.20ms
step:9190/40500 train_loss:1.7000 aux_loss:0.0029 train_time:6629753ms step_avg:722.20ms
step:9191/40500 train_loss:1.6525 aux_loss:0.0028 train_time:6630474ms step_avg:722.20ms
step:9192/40500 train_loss:1.6700 aux_loss:0.0029 train_time:6631192ms step_avg:722.19ms
step:9193/40500 train_loss:1.6715 aux_loss:0.0028 train_time:6631913ms step_avg:722.19ms
step:9194/40500 train_loss:1.6760 aux_loss:0.0029 train_time:6632635ms step_avg:722.19ms
step:9195/40500 train_loss:1.7390 aux_loss:0.0032 train_time:6633355ms step_avg:722.19ms
step:9196/40500 train_loss:1.7278 aux_loss:0.0031 train_time:6634077ms step_avg:722.19ms
step:9197/40500 train_loss:1.6816 aux_loss:0.0033 train_time:6634797ms step_avg:722.19ms
step:9198/40500 train_loss:1.6411 aux_loss:0.0032 train_time:6635518ms step_avg:722.19ms
step:9199/40500 train_loss:1.6888 aux_loss:0.0030 train_time:6636236ms step_avg:722.19ms
step:9200/40500 train_loss:1.7484 aux_loss:0.0030 train_time:6636960ms step_avg:722.19ms
step:9201/40500 train_loss:1.6758 aux_loss:0.0031 train_time:6637682ms step_avg:722.19ms
step:9202/40500 train_loss:1.7691 aux_loss:0.0032 train_time:6638403ms step_avg:722.19ms
step:9203/40500 train_loss:1.6689 aux_loss:0.0033 train_time:6639123ms step_avg:722.19ms
step:9204/40500 train_loss:1.7248 aux_loss:0.0029 train_time:6639844ms step_avg:722.19ms
step:9205/40500 train_loss:1.6850 aux_loss:0.0029 train_time:6640566ms step_avg:722.19ms
step:9206/40500 train_loss:1.7115 aux_loss:0.0028 train_time:6641284ms step_avg:722.19ms
step:9207/40500 train_loss:1.7230 aux_loss:0.0028 train_time:6642006ms step_avg:722.19ms
step:9208/40500 train_loss:1.7679 aux_loss:0.0030 train_time:6642727ms step_avg:722.19ms
step:9209/40500 train_loss:1.7095 aux_loss:0.0030 train_time:6643446ms step_avg:722.19ms
step:9210/40500 train_loss:1.5899 aux_loss:0.0030 train_time:6644166ms step_avg:722.19ms
step:9211/40500 train_loss:1.7076 aux_loss:0.0030 train_time:6644886ms step_avg:722.19ms
step:9212/40500 train_loss:1.7201 aux_loss:0.0030 train_time:6645606ms step_avg:722.19ms
step:9213/40500 train_loss:1.7065 aux_loss:0.0030 train_time:6646327ms step_avg:722.19ms
step:9214/40500 train_loss:1.7029 aux_loss:0.0030 train_time:6647047ms step_avg:722.19ms
step:9215/40500 train_loss:1.6581 aux_loss:0.0030 train_time:6647765ms step_avg:722.19ms
step:9216/40500 train_loss:1.6959 aux_loss:0.0031 train_time:6648485ms step_avg:722.19ms
step:9217/40500 train_loss:1.7186 aux_loss:0.0031 train_time:6649205ms step_avg:722.19ms
step:9218/40500 train_loss:1.6827 aux_loss:0.0030 train_time:6649926ms step_avg:722.19ms
step:9219/40500 train_loss:1.7245 aux_loss:0.0031 train_time:6650646ms step_avg:722.19ms
step:9220/40500 train_loss:1.7066 aux_loss:0.0029 train_time:6651365ms step_avg:722.19ms
step:9221/40500 train_loss:1.6752 aux_loss:0.0029 train_time:6652085ms step_avg:722.19ms
step:9222/40500 train_loss:1.7201 aux_loss:0.0032 train_time:6652806ms step_avg:722.19ms
step:9223/40500 train_loss:1.7163 aux_loss:0.0030 train_time:6653525ms step_avg:722.19ms
step:9224/40500 train_loss:1.7099 aux_loss:0.0030 train_time:6654243ms step_avg:722.19ms
step:9225/40500 train_loss:1.7384 aux_loss:0.0029 train_time:6654960ms step_avg:722.19ms
step:9226/40500 train_loss:1.6880 aux_loss:0.0031 train_time:6655681ms step_avg:722.19ms
step:9227/40500 train_loss:1.7178 aux_loss:0.0029 train_time:6656401ms step_avg:722.19ms
step:9228/40500 train_loss:1.6705 aux_loss:0.0026 train_time:6657123ms step_avg:722.19ms
step:9229/40500 train_loss:1.7048 aux_loss:0.0029 train_time:6657843ms step_avg:722.19ms
step:9230/40500 train_loss:1.6634 aux_loss:0.0044 train_time:6658563ms step_avg:722.19ms
step:9231/40500 train_loss:1.7088 aux_loss:0.0034 train_time:6659284ms step_avg:722.19ms
step:9232/40500 train_loss:1.7583 aux_loss:0.0028 train_time:6660005ms step_avg:722.19ms
step:9233/40500 train_loss:1.7083 aux_loss:0.0029 train_time:6660724ms step_avg:722.19ms
step:9234/40500 train_loss:1.6828 aux_loss:0.0031 train_time:6661444ms step_avg:722.19ms
step:9235/40500 train_loss:1.7219 aux_loss:0.0031 train_time:6662163ms step_avg:722.19ms
step:9236/40500 train_loss:1.7354 aux_loss:0.0029 train_time:6662882ms step_avg:722.19ms
step:9237/40500 train_loss:1.6853 aux_loss:0.0028 train_time:6663602ms step_avg:722.19ms
step:9238/40500 train_loss:1.6300 aux_loss:0.0030 train_time:6664322ms step_avg:722.18ms
step:9239/40500 train_loss:1.7127 aux_loss:0.0030 train_time:6665041ms step_avg:722.18ms
step:9240/40500 train_loss:1.6791 aux_loss:0.0030 train_time:6665761ms step_avg:722.18ms
step:9241/40500 train_loss:1.7428 aux_loss:0.0029 train_time:6666481ms step_avg:722.18ms
step:9242/40500 train_loss:1.7276 aux_loss:0.0031 train_time:6667199ms step_avg:722.18ms
step:9243/40500 train_loss:1.7087 aux_loss:0.0030 train_time:6667921ms step_avg:722.18ms
step:9244/40500 train_loss:1.6676 aux_loss:0.0032 train_time:6668641ms step_avg:722.18ms
step:9245/40500 train_loss:1.7213 aux_loss:0.0029 train_time:6669361ms step_avg:722.18ms
step:9246/40500 train_loss:1.7293 aux_loss:0.0030 train_time:6670081ms step_avg:722.18ms
step:9247/40500 train_loss:1.6877 aux_loss:0.0030 train_time:6670800ms step_avg:722.18ms
step:9248/40500 train_loss:1.6832 aux_loss:0.0030 train_time:6671520ms step_avg:722.18ms
step:9249/40500 train_loss:1.6785 aux_loss:0.0030 train_time:6672241ms step_avg:722.18ms
step:9250/40500 train_loss:1.6230 aux_loss:0.0031 train_time:6672960ms step_avg:722.18ms
step:9251/40500 train_loss:1.7378 aux_loss:0.0030 train_time:6673679ms step_avg:722.18ms
step:9252/40500 train_loss:1.6553 aux_loss:0.0030 train_time:6674398ms step_avg:722.18ms
step:9253/40500 train_loss:1.6092 aux_loss:0.0030 train_time:6675118ms step_avg:722.18ms
step:9254/40500 train_loss:1.6977 aux_loss:0.0029 train_time:6675838ms step_avg:722.18ms
step:9255/40500 train_loss:1.6316 aux_loss:0.0028 train_time:6676557ms step_avg:722.18ms
step:9256/40500 train_loss:1.7059 aux_loss:0.0028 train_time:6677277ms step_avg:722.18ms
step:9257/40500 train_loss:1.6541 aux_loss:0.0029 train_time:6677998ms step_avg:722.18ms
step:9258/40500 train_loss:1.7179 aux_loss:0.0027 train_time:6678717ms step_avg:722.18ms
step:9259/40500 train_loss:1.6788 aux_loss:0.0029 train_time:6679436ms step_avg:722.18ms
step:9260/40500 train_loss:1.6978 aux_loss:0.0031 train_time:6680156ms step_avg:722.18ms
step:9261/40500 train_loss:1.6846 aux_loss:0.0031 train_time:6680877ms step_avg:722.18ms
step:9262/40500 train_loss:1.6960 aux_loss:0.0029 train_time:6681596ms step_avg:722.18ms
step:9263/40500 train_loss:1.6504 aux_loss:0.0029 train_time:6682316ms step_avg:722.18ms
step:9264/40500 train_loss:1.7100 aux_loss:0.0029 train_time:6683037ms step_avg:722.18ms
step:9265/40500 train_loss:1.7518 aux_loss:0.0030 train_time:6683756ms step_avg:722.18ms
step:9266/40500 train_loss:1.6715 aux_loss:0.0029 train_time:6684475ms step_avg:722.18ms
step:9267/40500 train_loss:1.7141 aux_loss:0.0029 train_time:6685196ms step_avg:722.18ms
step:9268/40500 train_loss:1.7479 aux_loss:0.0027 train_time:6685916ms step_avg:722.18ms
step:9269/40500 train_loss:1.6966 aux_loss:0.0028 train_time:6686636ms step_avg:722.18ms
step:9270/40500 train_loss:1.6822 aux_loss:0.0027 train_time:6687356ms step_avg:722.18ms
step:9271/40500 train_loss:1.6592 aux_loss:0.0029 train_time:6688075ms step_avg:722.18ms
step:9272/40500 train_loss:1.6222 aux_loss:0.0029 train_time:6688795ms step_avg:722.18ms
step:9273/40500 train_loss:1.7407 aux_loss:0.0030 train_time:6689514ms step_avg:722.18ms
step:9274/40500 train_loss:1.6619 aux_loss:0.0031 train_time:6690235ms step_avg:722.18ms
step:9275/40500 train_loss:1.6875 aux_loss:0.0030 train_time:6690955ms step_avg:722.18ms
step:9276/40500 train_loss:1.6623 aux_loss:0.0029 train_time:6691676ms step_avg:722.18ms
step:9277/40500 train_loss:1.6625 aux_loss:0.0030 train_time:6692397ms step_avg:722.18ms
step:9278/40500 train_loss:1.7796 aux_loss:0.0031 train_time:6693117ms step_avg:722.17ms
step:9279/40500 train_loss:1.6902 aux_loss:0.0031 train_time:6693838ms step_avg:722.17ms
step:9280/40500 train_loss:1.7035 aux_loss:0.0033 train_time:6694559ms step_avg:722.17ms
step:9281/40500 train_loss:1.7351 aux_loss:0.0033 train_time:6695280ms step_avg:722.17ms
step:9282/40500 train_loss:1.6781 aux_loss:0.0030 train_time:6696001ms step_avg:722.17ms
step:9283/40500 train_loss:1.6851 aux_loss:0.0029 train_time:6696722ms step_avg:722.17ms
step:9284/40500 train_loss:1.6997 aux_loss:0.0029 train_time:6697443ms step_avg:722.17ms
step:9285/40500 train_loss:1.6992 aux_loss:0.0029 train_time:6698166ms step_avg:722.17ms
step:9286/40500 train_loss:1.6822 aux_loss:0.0027 train_time:6698887ms step_avg:722.17ms
step:9287/40500 train_loss:1.6818 aux_loss:0.0029 train_time:6699608ms step_avg:722.17ms
step:9288/40500 train_loss:1.6060 aux_loss:0.0030 train_time:6700330ms step_avg:722.17ms
step:9289/40500 train_loss:1.6670 aux_loss:0.0028 train_time:6701060ms step_avg:722.17ms
step:9290/40500 train_loss:1.6763 aux_loss:0.0030 train_time:6701782ms step_avg:722.17ms
step:9291/40500 train_loss:1.7487 aux_loss:0.0041 train_time:6702503ms step_avg:722.17ms
step:9292/40500 train_loss:1.6247 aux_loss:0.0031 train_time:6703223ms step_avg:722.17ms
step:9293/40500 train_loss:1.6520 aux_loss:0.0029 train_time:6703948ms step_avg:722.17ms
step:9294/40500 train_loss:1.7168 aux_loss:0.0029 train_time:6704669ms step_avg:722.17ms
step:9295/40500 train_loss:1.7403 aux_loss:0.0030 train_time:6705389ms step_avg:722.17ms
step:9296/40500 train_loss:1.7002 aux_loss:0.0031 train_time:6706109ms step_avg:722.17ms
step:9297/40500 train_loss:1.6769 aux_loss:0.0029 train_time:6706829ms step_avg:722.17ms
step:9298/40500 train_loss:1.6857 aux_loss:0.0028 train_time:6707548ms step_avg:722.17ms
step:9299/40500 train_loss:1.6383 aux_loss:0.0029 train_time:6708268ms step_avg:722.17ms
step:9300/40500 train_loss:1.6972 aux_loss:0.0029 train_time:6708988ms step_avg:722.17ms
step:9301/40500 train_loss:1.7519 aux_loss:0.0030 train_time:6709708ms step_avg:722.17ms
step:9302/40500 train_loss:1.6924 aux_loss:0.0032 train_time:6710429ms step_avg:722.17ms
step:9303/40500 train_loss:1.6990 aux_loss:0.0029 train_time:6711148ms step_avg:722.17ms
step:9304/40500 train_loss:1.6816 aux_loss:0.0030 train_time:6711868ms step_avg:722.17ms
step:9305/40500 train_loss:1.6409 aux_loss:0.0029 train_time:6712588ms step_avg:722.17ms
step:9306/40500 train_loss:1.7247 aux_loss:0.0029 train_time:6713308ms step_avg:722.17ms
step:9307/40500 train_loss:1.7148 aux_loss:0.0030 train_time:6714027ms step_avg:722.17ms
step:9308/40500 train_loss:1.7269 aux_loss:0.0031 train_time:6714747ms step_avg:722.17ms
step:9309/40500 train_loss:1.6789 aux_loss:0.0029 train_time:6715467ms step_avg:722.17ms
step:9310/40500 train_loss:1.6920 aux_loss:0.0031 train_time:6716187ms step_avg:722.17ms
step:9311/40500 train_loss:1.7654 aux_loss:0.0031 train_time:6716907ms step_avg:722.17ms
step:9312/40500 train_loss:1.6392 aux_loss:0.0029 train_time:6717626ms step_avg:722.17ms
step:9313/40500 train_loss:1.7231 aux_loss:0.0031 train_time:6718345ms step_avg:722.17ms
step:9314/40500 train_loss:1.6560 aux_loss:0.0031 train_time:6719064ms step_avg:722.17ms
step:9315/40500 train_loss:1.7133 aux_loss:0.0030 train_time:6719781ms step_avg:722.17ms
step:9316/40500 train_loss:1.6955 aux_loss:0.0033 train_time:6720502ms step_avg:722.17ms
step:9317/40500 train_loss:1.7237 aux_loss:0.0030 train_time:6721224ms step_avg:722.17ms
step:9318/40500 train_loss:1.6662 aux_loss:0.0030 train_time:6721943ms step_avg:722.17ms
step:9319/40500 train_loss:1.6560 aux_loss:0.0031 train_time:6722664ms step_avg:722.17ms
step:9320/40500 train_loss:1.7168 aux_loss:0.0031 train_time:6723384ms step_avg:722.17ms
step:9321/40500 train_loss:1.6777 aux_loss:0.0031 train_time:6724104ms step_avg:722.17ms
step:9322/40500 train_loss:1.6732 aux_loss:0.0031 train_time:6724824ms step_avg:722.17ms
step:9323/40500 train_loss:1.7248 aux_loss:0.0031 train_time:6725544ms step_avg:722.17ms
step:9324/40500 train_loss:1.7560 aux_loss:0.0031 train_time:6726264ms step_avg:722.17ms
step:9325/40500 train_loss:1.6752 aux_loss:0.0035 train_time:6726984ms step_avg:722.17ms
step:9326/40500 train_loss:1.7160 aux_loss:0.0030 train_time:6727704ms step_avg:722.17ms
step:9327/40500 train_loss:1.7855 aux_loss:0.0030 train_time:6728423ms step_avg:722.17ms
step:9328/40500 train_loss:1.6675 aux_loss:0.0032 train_time:6729143ms step_avg:722.17ms
step:9329/40500 train_loss:1.7359 aux_loss:0.0031 train_time:6729862ms step_avg:722.17ms
step:9330/40500 train_loss:1.6860 aux_loss:0.0028 train_time:6730583ms step_avg:722.17ms
step:9331/40500 train_loss:1.6681 aux_loss:0.0031 train_time:6731302ms step_avg:722.17ms
step:9332/40500 train_loss:1.6878 aux_loss:0.0031 train_time:6732022ms step_avg:722.16ms
step:9333/40500 train_loss:1.7273 aux_loss:0.0030 train_time:6732741ms step_avg:722.16ms
step:9334/40500 train_loss:1.7170 aux_loss:0.0031 train_time:6733460ms step_avg:722.16ms
step:9335/40500 train_loss:1.6618 aux_loss:0.0033 train_time:6734181ms step_avg:722.16ms
step:9336/40500 train_loss:1.6612 aux_loss:0.0032 train_time:6734901ms step_avg:722.16ms
step:9337/40500 train_loss:1.6411 aux_loss:0.0028 train_time:6735622ms step_avg:722.16ms
step:9338/40500 train_loss:1.7206 aux_loss:0.0031 train_time:6736342ms step_avg:722.16ms
step:9339/40500 train_loss:1.7443 aux_loss:0.0030 train_time:6737062ms step_avg:722.16ms
step:9340/40500 train_loss:1.6623 aux_loss:0.0031 train_time:6737779ms step_avg:722.16ms
step:9341/40500 train_loss:1.7521 aux_loss:0.0034 train_time:6738499ms step_avg:722.16ms
step:9342/40500 train_loss:1.7154 aux_loss:0.0032 train_time:6739220ms step_avg:722.16ms
step:9343/40500 train_loss:1.6407 aux_loss:0.0032 train_time:6739939ms step_avg:722.16ms
step:9344/40500 train_loss:1.7158 aux_loss:0.0028 train_time:6740659ms step_avg:722.16ms
step:9345/40500 train_loss:1.6982 aux_loss:0.0029 train_time:6741378ms step_avg:722.16ms
step:9346/40500 train_loss:1.6463 aux_loss:0.0031 train_time:6742098ms step_avg:722.16ms
step:9347/40500 train_loss:1.7347 aux_loss:0.0029 train_time:6742816ms step_avg:722.16ms
step:9348/40500 train_loss:1.7169 aux_loss:0.0028 train_time:6743537ms step_avg:722.16ms
step:9349/40500 train_loss:1.7028 aux_loss:0.0030 train_time:6744258ms step_avg:722.16ms
step:9350/40500 train_loss:1.7126 aux_loss:0.0034 train_time:6744978ms step_avg:722.16ms
step:9351/40500 train_loss:1.6824 aux_loss:0.0029 train_time:6745697ms step_avg:722.16ms
step:9352/40500 train_loss:1.7350 aux_loss:0.0029 train_time:6746417ms step_avg:722.16ms
step:9353/40500 train_loss:1.7052 aux_loss:0.0032 train_time:6747138ms step_avg:722.16ms
step:9354/40500 train_loss:1.7022 aux_loss:0.0032 train_time:6747858ms step_avg:722.16ms
step:9355/40500 train_loss:1.7080 aux_loss:0.0029 train_time:6748576ms step_avg:722.16ms
step:9356/40500 train_loss:1.6653 aux_loss:0.0031 train_time:6749297ms step_avg:722.16ms
step:9357/40500 train_loss:1.5795 aux_loss:0.0029 train_time:6750016ms step_avg:722.16ms
step:9358/40500 train_loss:1.6812 aux_loss:0.0030 train_time:6750738ms step_avg:722.16ms
step:9359/40500 train_loss:1.6454 aux_loss:0.0028 train_time:6751457ms step_avg:722.16ms
step:9360/40500 train_loss:1.6543 aux_loss:0.0030 train_time:6752177ms step_avg:722.16ms
step:9361/40500 train_loss:1.7463 aux_loss:0.0029 train_time:6752897ms step_avg:722.16ms
step:9362/40500 train_loss:1.7161 aux_loss:0.0031 train_time:6753616ms step_avg:722.16ms
step:9363/40500 train_loss:1.6858 aux_loss:0.0032 train_time:6754336ms step_avg:722.16ms
step:9364/40500 train_loss:1.7179 aux_loss:0.0030 train_time:6755056ms step_avg:722.16ms
step:9365/40500 train_loss:1.6797 aux_loss:0.0029 train_time:6755776ms step_avg:722.16ms
step:9366/40500 train_loss:1.7008 aux_loss:0.0030 train_time:6756496ms step_avg:722.16ms
step:9367/40500 train_loss:1.7099 aux_loss:0.0031 train_time:6757215ms step_avg:722.16ms
step:9368/40500 train_loss:1.6817 aux_loss:0.0028 train_time:6757934ms step_avg:722.16ms
step:9369/40500 train_loss:1.7196 aux_loss:0.0028 train_time:6758655ms step_avg:722.16ms
step:9370/40500 train_loss:1.6993 aux_loss:0.0028 train_time:6759374ms step_avg:722.16ms
step:9371/40500 train_loss:1.6650 aux_loss:0.0032 train_time:6760094ms step_avg:722.16ms
step:9372/40500 train_loss:1.6748 aux_loss:0.0030 train_time:6760815ms step_avg:722.15ms
step:9373/40500 train_loss:1.6864 aux_loss:0.0029 train_time:6761533ms step_avg:722.15ms
step:9374/40500 train_loss:1.6699 aux_loss:0.0030 train_time:6762253ms step_avg:722.15ms
step:9375/40500 train_loss:1.7092 aux_loss:0.0031 train_time:6762972ms step_avg:722.15ms
step:9376/40500 train_loss:1.6753 aux_loss:0.0031 train_time:6763692ms step_avg:722.15ms
step:9377/40500 train_loss:1.6479 aux_loss:0.0032 train_time:6764412ms step_avg:722.15ms
step:9378/40500 train_loss:1.6458 aux_loss:0.0032 train_time:6765132ms step_avg:722.15ms
step:9379/40500 train_loss:1.6660 aux_loss:0.0030 train_time:6765853ms step_avg:722.15ms
step:9380/40500 train_loss:1.6194 aux_loss:0.0030 train_time:6766573ms step_avg:722.15ms
step:9381/40500 train_loss:1.7582 aux_loss:0.0030 train_time:6767293ms step_avg:722.15ms
step:9382/40500 train_loss:1.6685 aux_loss:0.0029 train_time:6768012ms step_avg:722.15ms
step:9383/40500 train_loss:1.6894 aux_loss:0.0029 train_time:6768730ms step_avg:722.15ms
step:9384/40500 train_loss:1.7414 aux_loss:0.0029 train_time:6769450ms step_avg:722.15ms
step:9385/40500 train_loss:1.6260 aux_loss:0.0028 train_time:6770170ms step_avg:722.15ms
step:9386/40500 train_loss:1.7014 aux_loss:0.0032 train_time:6770890ms step_avg:722.15ms
step:9387/40500 train_loss:1.6250 aux_loss:0.0031 train_time:6771610ms step_avg:722.15ms
step:9388/40500 train_loss:1.6984 aux_loss:0.0029 train_time:6772333ms step_avg:722.15ms
step:9389/40500 train_loss:1.6661 aux_loss:0.0030 train_time:6773052ms step_avg:722.15ms
step:9390/40500 train_loss:1.6614 aux_loss:0.0032 train_time:6773774ms step_avg:722.15ms
step:9391/40500 train_loss:1.7711 aux_loss:0.0030 train_time:6774494ms step_avg:722.15ms
step:9392/40500 train_loss:1.7147 aux_loss:0.0033 train_time:6775214ms step_avg:722.15ms
step:9393/40500 train_loss:1.7172 aux_loss:0.0029 train_time:6775936ms step_avg:722.15ms
step:9394/40500 train_loss:1.7379 aux_loss:0.0031 train_time:6776728ms step_avg:722.16ms
step:9395/40500 train_loss:1.6599 aux_loss:0.0029 train_time:6777448ms step_avg:722.16ms
step:9396/40500 train_loss:1.7017 aux_loss:0.0028 train_time:6778164ms step_avg:722.16ms
step:9397/40500 train_loss:1.7063 aux_loss:0.0029 train_time:6778890ms step_avg:722.16ms
step:9398/40500 train_loss:1.6708 aux_loss:0.0029 train_time:6779611ms step_avg:722.16ms
step:9399/40500 train_loss:1.6747 aux_loss:0.0029 train_time:6780328ms step_avg:722.16ms
step:9400/40500 train_loss:1.6201 aux_loss:0.0029 train_time:6781049ms step_avg:722.16ms
step:9401/40500 train_loss:1.7046 aux_loss:0.0031 train_time:6781773ms step_avg:722.16ms
step:9402/40500 train_loss:1.6785 aux_loss:0.0031 train_time:6782489ms step_avg:722.16ms
step:9403/40500 train_loss:1.6179 aux_loss:0.0031 train_time:6783211ms step_avg:722.16ms
step:9404/40500 train_loss:1.7013 aux_loss:0.0030 train_time:6783933ms step_avg:722.16ms
step:9405/40500 train_loss:1.6845 aux_loss:0.0030 train_time:6784652ms step_avg:722.16ms
step:9406/40500 train_loss:1.7119 aux_loss:0.0032 train_time:6785372ms step_avg:722.16ms
step:9407/40500 train_loss:1.6373 aux_loss:0.0031 train_time:6786094ms step_avg:722.16ms
step:9408/40500 train_loss:1.6956 aux_loss:0.0029 train_time:6786815ms step_avg:722.16ms
step:9409/40500 train_loss:1.7005 aux_loss:0.0030 train_time:6787537ms step_avg:722.16ms
step:9410/40500 train_loss:1.6268 aux_loss:0.0029 train_time:6788260ms step_avg:722.16ms
step:9411/40500 train_loss:1.7064 aux_loss:0.0030 train_time:6788982ms step_avg:722.16ms
step:9412/40500 train_loss:1.6987 aux_loss:0.0033 train_time:6789703ms step_avg:722.16ms
step:9413/40500 train_loss:1.7283 aux_loss:0.0031 train_time:6790422ms step_avg:722.15ms
step:9414/40500 train_loss:1.6836 aux_loss:0.0029 train_time:6791147ms step_avg:722.16ms
step:9415/40500 train_loss:1.6779 aux_loss:0.0030 train_time:6791867ms step_avg:722.15ms
step:9416/40500 train_loss:1.6501 aux_loss:0.0032 train_time:6792587ms step_avg:722.15ms
step:9417/40500 train_loss:1.6738 aux_loss:0.0031 train_time:6793307ms step_avg:722.15ms
step:9418/40500 train_loss:1.6617 aux_loss:0.0030 train_time:6794025ms step_avg:722.15ms
step:9419/40500 train_loss:1.7100 aux_loss:0.0033 train_time:6794743ms step_avg:722.15ms
step:9420/40500 train_loss:1.7066 aux_loss:0.0032 train_time:6795463ms step_avg:722.15ms
step:9421/40500 train_loss:1.6920 aux_loss:0.0030 train_time:6796183ms step_avg:722.15ms
step:9422/40500 train_loss:1.7388 aux_loss:0.0029 train_time:6796903ms step_avg:722.15ms
step:9423/40500 train_loss:1.6930 aux_loss:0.0029 train_time:6797623ms step_avg:722.15ms
step:9424/40500 train_loss:1.5838 aux_loss:0.0028 train_time:6798343ms step_avg:722.15ms
step:9425/40500 train_loss:1.7728 aux_loss:0.0029 train_time:6799065ms step_avg:722.15ms
step:9426/40500 train_loss:1.6437 aux_loss:0.0028 train_time:6799785ms step_avg:722.15ms
step:9427/40500 train_loss:1.7308 aux_loss:0.0031 train_time:6800507ms step_avg:722.15ms
step:9428/40500 train_loss:1.7091 aux_loss:0.0030 train_time:6801227ms step_avg:722.15ms
step:9429/40500 train_loss:1.6551 aux_loss:0.0032 train_time:6801948ms step_avg:722.15ms
step:9430/40500 train_loss:1.6535 aux_loss:0.0029 train_time:6802670ms step_avg:722.15ms
step:9431/40500 train_loss:1.6948 aux_loss:0.0031 train_time:6803391ms step_avg:722.15ms
step:9432/40500 train_loss:1.6361 aux_loss:0.0032 train_time:6804112ms step_avg:722.15ms
step:9433/40500 train_loss:1.7028 aux_loss:0.0030 train_time:6804837ms step_avg:722.15ms
step:9434/40500 train_loss:1.7117 aux_loss:0.0032 train_time:6805559ms step_avg:722.15ms
step:9435/40500 train_loss:1.7559 aux_loss:0.0031 train_time:6806280ms step_avg:722.15ms
step:9436/40500 train_loss:1.6840 aux_loss:0.0031 train_time:6807000ms step_avg:722.15ms
step:9437/40500 train_loss:1.6665 aux_loss:0.0029 train_time:6807721ms step_avg:722.15ms
step:9438/40500 train_loss:1.7520 aux_loss:0.0029 train_time:6808440ms step_avg:722.15ms
step:9439/40500 train_loss:1.7106 aux_loss:0.0029 train_time:6809159ms step_avg:722.15ms
step:9440/40500 train_loss:1.6589 aux_loss:0.0029 train_time:6809879ms step_avg:722.15ms
step:9441/40500 train_loss:1.6936 aux_loss:0.0029 train_time:6810599ms step_avg:722.15ms
step:9442/40500 train_loss:1.6590 aux_loss:0.0029 train_time:6811316ms step_avg:722.15ms
step:9443/40500 train_loss:1.6688 aux_loss:0.0029 train_time:6812036ms step_avg:722.15ms
step:9444/40500 train_loss:1.6367 aux_loss:0.0032 train_time:6812758ms step_avg:722.15ms
step:9445/40500 train_loss:1.6775 aux_loss:0.0029 train_time:6813477ms step_avg:722.15ms
step:9446/40500 train_loss:1.7130 aux_loss:0.0031 train_time:6814197ms step_avg:722.15ms
step:9447/40500 train_loss:1.6967 aux_loss:0.0030 train_time:6814918ms step_avg:722.15ms
step:9448/40500 train_loss:1.6791 aux_loss:0.0032 train_time:6815639ms step_avg:722.15ms
step:9449/40500 train_loss:1.6933 aux_loss:0.0031 train_time:6816359ms step_avg:722.15ms
step:9450/40500 train_loss:1.6951 aux_loss:0.0032 train_time:6817079ms step_avg:722.15ms
step:9451/40500 train_loss:1.7315 aux_loss:0.0031 train_time:6817799ms step_avg:722.15ms
step:9452/40500 train_loss:1.7042 aux_loss:0.0029 train_time:6818519ms step_avg:722.15ms
step:9453/40500 train_loss:1.7351 aux_loss:0.0029 train_time:6819239ms step_avg:722.15ms
step:9454/40500 train_loss:1.7133 aux_loss:0.0030 train_time:6819960ms step_avg:722.15ms
step:9455/40500 train_loss:1.6768 aux_loss:0.0031 train_time:6820679ms step_avg:722.15ms
step:9456/40500 train_loss:1.7470 aux_loss:0.0029 train_time:6821399ms step_avg:722.15ms
step:9457/40500 train_loss:1.7466 aux_loss:0.0032 train_time:6822119ms step_avg:722.15ms
step:9458/40500 train_loss:1.7366 aux_loss:0.0031 train_time:6822840ms step_avg:722.15ms
step:9459/40500 train_loss:1.6847 aux_loss:0.0028 train_time:6823558ms step_avg:722.15ms
step:9460/40500 train_loss:1.6328 aux_loss:0.0029 train_time:6824278ms step_avg:722.15ms
step:9461/40500 train_loss:1.7320 aux_loss:0.0030 train_time:6824999ms step_avg:722.15ms
step:9462/40500 train_loss:1.7063 aux_loss:0.0029 train_time:6825720ms step_avg:722.15ms
step:9463/40500 train_loss:1.6562 aux_loss:0.0029 train_time:6826440ms step_avg:722.15ms
step:9464/40500 train_loss:1.7632 aux_loss:0.0032 train_time:6827160ms step_avg:722.15ms
step:9465/40500 train_loss:1.6510 aux_loss:0.0031 train_time:6827882ms step_avg:722.15ms
step:9466/40500 train_loss:1.7435 aux_loss:0.0030 train_time:6828603ms step_avg:722.14ms
step:9467/40500 train_loss:1.6648 aux_loss:0.0029 train_time:6829323ms step_avg:722.14ms
step:9468/40500 train_loss:1.6899 aux_loss:0.0030 train_time:6830045ms step_avg:722.14ms
step:9469/40500 train_loss:1.6798 aux_loss:0.0029 train_time:6830766ms step_avg:722.14ms
step:9470/40500 train_loss:1.6853 aux_loss:0.0032 train_time:6831488ms step_avg:722.14ms
step:9471/40500 train_loss:1.6792 aux_loss:0.0032 train_time:6832208ms step_avg:722.14ms
step:9472/40500 train_loss:1.6953 aux_loss:0.0030 train_time:6832930ms step_avg:722.14ms
step:9473/40500 train_loss:1.6850 aux_loss:0.0031 train_time:6833650ms step_avg:722.14ms
step:9474/40500 train_loss:1.6431 aux_loss:0.0029 train_time:6834373ms step_avg:722.14ms
step:9475/40500 train_loss:1.6539 aux_loss:0.0030 train_time:6835094ms step_avg:722.14ms
step:9476/40500 train_loss:1.7171 aux_loss:0.0030 train_time:6835814ms step_avg:722.14ms
step:9477/40500 train_loss:1.7266 aux_loss:0.0030 train_time:6836534ms step_avg:722.14ms
step:9478/40500 train_loss:1.6975 aux_loss:0.0031 train_time:6837253ms step_avg:722.14ms
step:9479/40500 train_loss:1.7124 aux_loss:0.0031 train_time:6837974ms step_avg:722.14ms
step:9480/40500 train_loss:1.6769 aux_loss:0.0030 train_time:6838694ms step_avg:722.14ms
step:9481/40500 train_loss:1.6772 aux_loss:0.0029 train_time:6839414ms step_avg:722.14ms
step:9482/40500 train_loss:1.6527 aux_loss:0.0029 train_time:6840131ms step_avg:722.14ms
step:9483/40500 train_loss:1.7399 aux_loss:0.0029 train_time:6840852ms step_avg:722.14ms
step:9484/40500 train_loss:1.6474 aux_loss:0.0030 train_time:6841572ms step_avg:722.14ms
step:9485/40500 train_loss:1.6662 aux_loss:0.0029 train_time:6842291ms step_avg:722.14ms
step:9486/40500 train_loss:1.7109 aux_loss:0.0031 train_time:6843011ms step_avg:722.14ms
step:9487/40500 train_loss:1.6371 aux_loss:0.0033 train_time:6843734ms step_avg:722.14ms
step:9488/40500 train_loss:1.7199 aux_loss:0.0031 train_time:6844451ms step_avg:722.14ms
step:9489/40500 train_loss:1.6559 aux_loss:0.0031 train_time:6845170ms step_avg:722.14ms
step:9490/40500 train_loss:1.6922 aux_loss:0.0031 train_time:6845890ms step_avg:722.14ms
step:9491/40500 train_loss:1.7074 aux_loss:0.0030 train_time:6846612ms step_avg:722.14ms
step:9492/40500 train_loss:1.7127 aux_loss:0.0030 train_time:6847332ms step_avg:722.14ms
step:9493/40500 train_loss:1.7011 aux_loss:0.0029 train_time:6848052ms step_avg:722.14ms
step:9494/40500 train_loss:1.7387 aux_loss:0.0029 train_time:6848772ms step_avg:722.14ms
step:9495/40500 train_loss:1.7151 aux_loss:0.0031 train_time:6849492ms step_avg:722.14ms
step:9496/40500 train_loss:1.7202 aux_loss:0.0032 train_time:6850213ms step_avg:722.14ms
step:9497/40500 train_loss:1.6476 aux_loss:0.0031 train_time:6850934ms step_avg:722.14ms
step:9498/40500 train_loss:1.7019 aux_loss:0.0033 train_time:6851655ms step_avg:722.14ms
step:9499/40500 train_loss:1.7119 aux_loss:0.0033 train_time:6852378ms step_avg:722.14ms
step:9500/40500 train_loss:1.6727 aux_loss:0.0031 train_time:6853100ms step_avg:722.14ms
step:9501/40500 train_loss:1.6915 aux_loss:0.0030 train_time:6853824ms step_avg:722.14ms
step:9502/40500 train_loss:1.6674 aux_loss:0.0030 train_time:6854545ms step_avg:722.14ms
step:9503/40500 train_loss:1.6748 aux_loss:0.0031 train_time:6855266ms step_avg:722.14ms
step:9504/40500 train_loss:1.6889 aux_loss:0.0028 train_time:6855986ms step_avg:722.14ms
step:9505/40500 train_loss:1.6864 aux_loss:0.0030 train_time:6856706ms step_avg:722.14ms
step:9506/40500 train_loss:1.6826 aux_loss:0.0041 train_time:6857426ms step_avg:722.14ms
step:9507/40500 train_loss:1.7844 aux_loss:0.0033 train_time:6858146ms step_avg:722.14ms
step:9508/40500 train_loss:1.7315 aux_loss:0.0028 train_time:6858867ms step_avg:722.14ms
step:9509/40500 train_loss:1.7194 aux_loss:0.0030 train_time:6859586ms step_avg:722.14ms
step:9510/40500 train_loss:1.6922 aux_loss:0.0031 train_time:6860306ms step_avg:722.14ms
step:9511/40500 train_loss:1.6725 aux_loss:0.0029 train_time:6861029ms step_avg:722.14ms
step:9512/40500 train_loss:1.6514 aux_loss:0.0028 train_time:6861748ms step_avg:722.14ms
step:9513/40500 train_loss:1.6797 aux_loss:0.0029 train_time:6862467ms step_avg:722.14ms
step:9514/40500 train_loss:1.7144 aux_loss:0.0031 train_time:6863189ms step_avg:722.14ms
step:9515/40500 train_loss:1.7008 aux_loss:0.0031 train_time:6863908ms step_avg:722.14ms
step:9516/40500 train_loss:1.7081 aux_loss:0.0030 train_time:6864631ms step_avg:722.14ms
step:9517/40500 train_loss:1.7341 aux_loss:0.0030 train_time:6865352ms step_avg:722.14ms
step:9518/40500 train_loss:1.6884 aux_loss:0.0028 train_time:6866075ms step_avg:722.14ms
step:9519/40500 train_loss:1.7397 aux_loss:0.0029 train_time:6866798ms step_avg:722.14ms
step:9520/40500 train_loss:1.6663 aux_loss:0.0032 train_time:6867520ms step_avg:722.14ms
step:9521/40500 train_loss:1.7242 aux_loss:0.0031 train_time:6868242ms step_avg:722.14ms
step:9522/40500 train_loss:1.7395 aux_loss:0.0031 train_time:6868963ms step_avg:722.14ms
step:9523/40500 train_loss:1.7168 aux_loss:0.0032 train_time:6869684ms step_avg:722.14ms
step:9524/40500 train_loss:1.6587 aux_loss:0.0029 train_time:6870404ms step_avg:722.14ms
step:9525/40500 train_loss:1.6733 aux_loss:0.0030 train_time:6871122ms step_avg:722.14ms
step:9526/40500 train_loss:1.7169 aux_loss:0.0030 train_time:6871844ms step_avg:722.14ms
step:9527/40500 train_loss:1.6521 aux_loss:0.0031 train_time:6872566ms step_avg:722.14ms
step:9528/40500 train_loss:1.6908 aux_loss:0.0029 train_time:6873287ms step_avg:722.14ms
step:9529/40500 train_loss:1.6205 aux_loss:0.0030 train_time:6874008ms step_avg:722.14ms
step:9530/40500 train_loss:1.6422 aux_loss:0.0031 train_time:6874728ms step_avg:722.14ms
step:9531/40500 train_loss:1.6942 aux_loss:0.0030 train_time:6875451ms step_avg:722.14ms
step:9532/40500 train_loss:1.7186 aux_loss:0.0031 train_time:6876172ms step_avg:722.14ms
step:9533/40500 train_loss:1.6912 aux_loss:0.0029 train_time:6876893ms step_avg:722.14ms
step:9534/40500 train_loss:1.7026 aux_loss:0.0029 train_time:6877617ms step_avg:722.14ms
step:9535/40500 train_loss:1.7430 aux_loss:0.0028 train_time:6878338ms step_avg:722.14ms
step:9536/40500 train_loss:1.6241 aux_loss:0.0031 train_time:6879059ms step_avg:722.14ms
step:9537/40500 train_loss:1.6148 aux_loss:0.0033 train_time:6879780ms step_avg:722.13ms
step:9538/40500 train_loss:1.6969 aux_loss:0.0031 train_time:6880501ms step_avg:722.13ms
step:9539/40500 train_loss:1.6985 aux_loss:0.0031 train_time:6881221ms step_avg:722.13ms
step:9540/40500 train_loss:1.6887 aux_loss:0.0030 train_time:6881942ms step_avg:722.13ms
step:9541/40500 train_loss:1.6924 aux_loss:0.0031 train_time:6882662ms step_avg:722.13ms
step:9542/40500 train_loss:1.7369 aux_loss:0.0029 train_time:6883384ms step_avg:722.13ms
step:9543/40500 train_loss:1.6873 aux_loss:0.0028 train_time:6884105ms step_avg:722.13ms
step:9544/40500 train_loss:1.6941 aux_loss:0.0028 train_time:6884825ms step_avg:722.13ms
step:9545/40500 train_loss:1.6714 aux_loss:0.0029 train_time:6885548ms step_avg:722.13ms
step:9546/40500 train_loss:1.6761 aux_loss:0.0031 train_time:6886269ms step_avg:722.13ms
step:9547/40500 train_loss:1.6366 aux_loss:0.0031 train_time:6886990ms step_avg:722.13ms
step:9548/40500 train_loss:1.6836 aux_loss:0.0029 train_time:6887713ms step_avg:722.13ms
step:9549/40500 train_loss:1.6893 aux_loss:0.0029 train_time:6888433ms step_avg:722.13ms
step:9550/40500 train_loss:1.6569 aux_loss:0.0032 train_time:6889154ms step_avg:722.13ms
step:9551/40500 train_loss:1.6473 aux_loss:0.0031 train_time:6889877ms step_avg:722.13ms
step:9552/40500 train_loss:1.6870 aux_loss:0.0029 train_time:6890597ms step_avg:722.13ms
step:9553/40500 train_loss:1.6838 aux_loss:0.0030 train_time:6891317ms step_avg:722.13ms
step:9554/40500 train_loss:1.7314 aux_loss:0.0030 train_time:6892038ms step_avg:722.13ms
step:9555/40500 train_loss:1.7496 aux_loss:0.0029 train_time:6892760ms step_avg:722.13ms
step:9556/40500 train_loss:1.6522 aux_loss:0.0029 train_time:6893481ms step_avg:722.13ms
step:9557/40500 train_loss:1.6701 aux_loss:0.0030 train_time:6894202ms step_avg:722.13ms
step:9558/40500 train_loss:1.7036 aux_loss:0.0029 train_time:6894925ms step_avg:722.13ms
step:9559/40500 train_loss:1.6213 aux_loss:0.0032 train_time:6895648ms step_avg:722.13ms
step:9560/40500 train_loss:1.6878 aux_loss:0.0030 train_time:6896372ms step_avg:722.13ms
step:9561/40500 train_loss:1.6871 aux_loss:0.0029 train_time:6897094ms step_avg:722.13ms
step:9562/40500 train_loss:1.6856 aux_loss:0.0028 train_time:6897814ms step_avg:722.13ms
step:9563/40500 train_loss:1.6711 aux_loss:0.0030 train_time:6898535ms step_avg:722.13ms
step:9564/40500 train_loss:1.6569 aux_loss:0.0028 train_time:6899255ms step_avg:722.13ms
step:9565/40500 train_loss:1.6817 aux_loss:0.0029 train_time:6899975ms step_avg:722.13ms
step:9566/40500 train_loss:1.7494 aux_loss:0.0029 train_time:6900694ms step_avg:722.13ms
step:9567/40500 train_loss:1.6683 aux_loss:0.0044 train_time:6901414ms step_avg:722.13ms
step:9568/40500 train_loss:1.6517 aux_loss:0.0028 train_time:6902133ms step_avg:722.13ms
step:9569/40500 train_loss:1.6203 aux_loss:0.0029 train_time:6902854ms step_avg:722.13ms
step:9570/40500 train_loss:1.6894 aux_loss:0.0032 train_time:6903575ms step_avg:722.13ms
step:9571/40500 train_loss:1.6443 aux_loss:0.0033 train_time:6904297ms step_avg:722.13ms
step:9572/40500 train_loss:1.6738 aux_loss:0.0032 train_time:6905019ms step_avg:722.13ms
step:9573/40500 train_loss:1.6914 aux_loss:0.0029 train_time:6905740ms step_avg:722.13ms
step:9574/40500 train_loss:1.7350 aux_loss:0.0030 train_time:6906460ms step_avg:722.13ms
step:9575/40500 train_loss:1.7858 aux_loss:0.0029 train_time:6907181ms step_avg:722.13ms
step:9576/40500 train_loss:1.7072 aux_loss:0.0028 train_time:6907904ms step_avg:722.13ms
step:9577/40500 train_loss:1.6475 aux_loss:0.0029 train_time:6908629ms step_avg:722.13ms
step:9578/40500 train_loss:1.6340 aux_loss:0.0030 train_time:6909352ms step_avg:722.13ms
step:9579/40500 train_loss:1.7159 aux_loss:0.0033 train_time:6910072ms step_avg:722.13ms
step:9580/40500 train_loss:1.6409 aux_loss:0.0030 train_time:6910793ms step_avg:722.13ms
step:9581/40500 train_loss:1.6979 aux_loss:0.0031 train_time:6911515ms step_avg:722.13ms
step:9582/40500 train_loss:1.6840 aux_loss:0.0030 train_time:6912236ms step_avg:722.13ms
step:9583/40500 train_loss:1.6374 aux_loss:0.0028 train_time:6912957ms step_avg:722.13ms
step:9584/40500 train_loss:1.6597 aux_loss:0.0030 train_time:6913678ms step_avg:722.13ms
step:9585/40500 train_loss:1.7235 aux_loss:0.0029 train_time:6914400ms step_avg:722.13ms
step:9586/40500 train_loss:1.6906 aux_loss:0.0029 train_time:6915123ms step_avg:722.13ms
step:9587/40500 train_loss:1.7150 aux_loss:0.0032 train_time:6915846ms step_avg:722.13ms
step:9588/40500 train_loss:1.6464 aux_loss:0.0028 train_time:6916567ms step_avg:722.13ms
step:9589/40500 train_loss:1.7253 aux_loss:0.0028 train_time:6917288ms step_avg:722.13ms
step:9590/40500 train_loss:1.6629 aux_loss:0.0030 train_time:6918010ms step_avg:722.13ms
step:9591/40500 train_loss:1.6708 aux_loss:0.0030 train_time:6918732ms step_avg:722.13ms
step:9592/40500 train_loss:1.7005 aux_loss:0.0030 train_time:6919453ms step_avg:722.13ms
step:9593/40500 train_loss:1.7237 aux_loss:0.0028 train_time:6920176ms step_avg:722.13ms
step:9594/40500 train_loss:1.6651 aux_loss:0.0030 train_time:6920892ms step_avg:722.13ms
step:9595/40500 train_loss:1.6622 aux_loss:0.0033 train_time:6921615ms step_avg:722.13ms
step:9596/40500 train_loss:1.6869 aux_loss:0.0037 train_time:6922337ms step_avg:722.13ms
step:9597/40500 train_loss:1.7018 aux_loss:0.0029 train_time:6923061ms step_avg:722.13ms
step:9598/40500 train_loss:1.6707 aux_loss:0.0030 train_time:6923783ms step_avg:722.13ms
step:9599/40500 train_loss:1.6468 aux_loss:0.0032 train_time:6924506ms step_avg:722.13ms
step:9600/40500 train_loss:1.7276 aux_loss:0.0032 train_time:6925227ms step_avg:722.13ms
step:9601/40500 train_loss:1.6706 aux_loss:0.0032 train_time:6925949ms step_avg:722.13ms
step:9602/40500 train_loss:1.7221 aux_loss:0.0030 train_time:6926669ms step_avg:722.13ms
step:9603/40500 train_loss:1.6671 aux_loss:0.0030 train_time:6927390ms step_avg:722.13ms
step:9604/40500 train_loss:1.6369 aux_loss:0.0030 train_time:6928111ms step_avg:722.13ms
step:9605/40500 train_loss:1.6864 aux_loss:0.0030 train_time:6928835ms step_avg:722.13ms
step:9606/40500 train_loss:1.6775 aux_loss:0.0030 train_time:6929554ms step_avg:722.13ms
step:9607/40500 train_loss:1.6894 aux_loss:0.0031 train_time:6930276ms step_avg:722.13ms
step:9608/40500 train_loss:1.6668 aux_loss:0.0029 train_time:6930999ms step_avg:722.13ms
step:9609/40500 train_loss:1.7074 aux_loss:0.0029 train_time:6931720ms step_avg:722.13ms
step:9610/40500 train_loss:1.6784 aux_loss:0.0034 train_time:6932442ms step_avg:722.13ms
step:9611/40500 train_loss:1.7204 aux_loss:0.0031 train_time:6933163ms step_avg:722.13ms
step:9612/40500 train_loss:1.6879 aux_loss:0.0029 train_time:6933885ms step_avg:722.13ms
step:9613/40500 train_loss:1.7054 aux_loss:0.0034 train_time:6934606ms step_avg:722.13ms
step:9614/40500 train_loss:1.6710 aux_loss:0.0029 train_time:6935326ms step_avg:722.13ms
step:9615/40500 train_loss:1.6797 aux_loss:0.0028 train_time:6936048ms step_avg:722.13ms
step:9616/40500 train_loss:1.7220 aux_loss:0.0030 train_time:6936770ms step_avg:722.13ms
step:9617/40500 train_loss:1.7022 aux_loss:0.0030 train_time:6937492ms step_avg:722.13ms
step:9618/40500 train_loss:1.6449 aux_loss:0.0033 train_time:6938217ms step_avg:722.13ms
step:9619/40500 train_loss:1.6585 aux_loss:0.0030 train_time:6938940ms step_avg:722.13ms
step:9620/40500 train_loss:1.6147 aux_loss:0.0031 train_time:6939662ms step_avg:722.13ms
step:9621/40500 train_loss:1.7153 aux_loss:0.0028 train_time:6940384ms step_avg:722.13ms
step:9622/40500 train_loss:1.7356 aux_loss:0.0028 train_time:6941105ms step_avg:722.13ms
step:9623/40500 train_loss:1.6226 aux_loss:0.0032 train_time:6941824ms step_avg:722.13ms
step:9624/40500 train_loss:1.6854 aux_loss:0.0031 train_time:6942543ms step_avg:722.13ms
step:9625/40500 train_loss:1.7083 aux_loss:0.0031 train_time:6943264ms step_avg:722.13ms
step:9626/40500 train_loss:1.6884 aux_loss:0.0032 train_time:6943982ms step_avg:722.13ms
step:9627/40500 train_loss:1.6513 aux_loss:0.0028 train_time:6944703ms step_avg:722.13ms
step:9628/40500 train_loss:1.6778 aux_loss:0.0029 train_time:6945426ms step_avg:722.13ms
step:9629/40500 train_loss:1.6684 aux_loss:0.0057 train_time:6946146ms step_avg:722.13ms
step:9630/40500 train_loss:1.6974 aux_loss:0.0030 train_time:6946866ms step_avg:722.13ms
step:9631/40500 train_loss:1.7197 aux_loss:0.0031 train_time:6947588ms step_avg:722.13ms
step:9632/40500 train_loss:1.6824 aux_loss:0.0029 train_time:6948307ms step_avg:722.13ms
step:9633/40500 train_loss:1.6715 aux_loss:0.0031 train_time:6949030ms step_avg:722.13ms
step:9634/40500 train_loss:1.6954 aux_loss:0.0030 train_time:6949753ms step_avg:722.13ms
step:9635/40500 train_loss:1.6644 aux_loss:0.0034 train_time:6950473ms step_avg:722.13ms
step:9636/40500 train_loss:1.6982 aux_loss:0.0033 train_time:6951194ms step_avg:722.13ms
step:9637/40500 train_loss:1.6844 aux_loss:0.0029 train_time:6951915ms step_avg:722.13ms
step:9638/40500 train_loss:1.6854 aux_loss:0.0029 train_time:6952635ms step_avg:722.13ms
step:9639/40500 train_loss:1.6374 aux_loss:0.0029 train_time:6953355ms step_avg:722.13ms
step:9640/40500 train_loss:1.6626 aux_loss:0.0030 train_time:6954077ms step_avg:722.13ms
step:9641/40500 train_loss:1.6267 aux_loss:0.0029 train_time:6954797ms step_avg:722.13ms
step:9642/40500 train_loss:1.6490 aux_loss:0.0028 train_time:6955516ms step_avg:722.13ms
step:9643/40500 train_loss:1.6273 aux_loss:0.0029 train_time:6956238ms step_avg:722.13ms
step:9644/40500 train_loss:1.6538 aux_loss:0.0029 train_time:6956958ms step_avg:722.13ms
step:9645/40500 train_loss:1.7066 aux_loss:0.0029 train_time:6957679ms step_avg:722.13ms
step:9646/40500 train_loss:1.6645 aux_loss:0.0030 train_time:6958401ms step_avg:722.13ms
step:9647/40500 train_loss:1.6719 aux_loss:0.0031 train_time:6959122ms step_avg:722.13ms
step:9648/40500 train_loss:1.6441 aux_loss:0.0031 train_time:6959843ms step_avg:722.13ms
step:9649/40500 train_loss:1.6601 aux_loss:0.0030 train_time:6960566ms step_avg:722.13ms
step:9650/40500 train_loss:1.6983 aux_loss:0.0038 train_time:6961287ms step_avg:722.13ms
step:9651/40500 train_loss:1.7335 aux_loss:0.0032 train_time:6962007ms step_avg:722.12ms
step:9652/40500 train_loss:1.6629 aux_loss:0.0031 train_time:6962730ms step_avg:722.13ms
step:9653/40500 train_loss:1.6736 aux_loss:0.0034 train_time:6963453ms step_avg:722.13ms
step:9654/40500 train_loss:1.6856 aux_loss:0.0032 train_time:6964174ms step_avg:722.13ms
step:9655/40500 train_loss:1.6948 aux_loss:0.0030 train_time:6964895ms step_avg:722.12ms
step:9656/40500 train_loss:1.7232 aux_loss:0.0029 train_time:6965618ms step_avg:722.12ms
step:9657/40500 train_loss:1.7172 aux_loss:0.0029 train_time:6966338ms step_avg:722.12ms
step:9658/40500 train_loss:1.6760 aux_loss:0.0029 train_time:6967059ms step_avg:722.12ms
step:9659/40500 train_loss:1.6923 aux_loss:0.0029 train_time:6967779ms step_avg:722.12ms
step:9660/40500 train_loss:1.5916 aux_loss:0.0029 train_time:6968498ms step_avg:722.12ms
step:9661/40500 train_loss:1.7266 aux_loss:0.0029 train_time:6969219ms step_avg:722.12ms
step:9662/40500 train_loss:1.7038 aux_loss:0.0034 train_time:6969940ms step_avg:722.12ms
step:9663/40500 train_loss:1.6529 aux_loss:0.0031 train_time:6970661ms step_avg:722.12ms
step:9664/40500 train_loss:1.6462 aux_loss:0.0030 train_time:6971382ms step_avg:722.12ms
step:9665/40500 train_loss:1.6760 aux_loss:0.0030 train_time:6972103ms step_avg:722.12ms
step:9666/40500 train_loss:1.6682 aux_loss:0.0031 train_time:6972825ms step_avg:722.12ms
step:9667/40500 train_loss:1.6533 aux_loss:0.0032 train_time:6973547ms step_avg:722.12ms
step:9668/40500 train_loss:1.7070 aux_loss:0.0034 train_time:6974268ms step_avg:722.12ms
step:9669/40500 train_loss:1.6608 aux_loss:0.0029 train_time:6974990ms step_avg:722.12ms
step:9670/40500 train_loss:1.6405 aux_loss:0.0031 train_time:6975711ms step_avg:722.12ms
step:9671/40500 train_loss:1.6393 aux_loss:0.0031 train_time:6976430ms step_avg:722.12ms
step:9672/40500 train_loss:1.7186 aux_loss:0.0030 train_time:6977153ms step_avg:722.12ms
step:9673/40500 train_loss:1.6594 aux_loss:0.0028 train_time:6977873ms step_avg:722.12ms
step:9674/40500 train_loss:1.7292 aux_loss:0.0030 train_time:6978594ms step_avg:722.12ms
step:9675/40500 train_loss:1.6577 aux_loss:0.0029 train_time:6979313ms step_avg:722.12ms
step:9676/40500 train_loss:1.6770 aux_loss:0.0029 train_time:6980033ms step_avg:722.12ms
step:9677/40500 train_loss:1.6905 aux_loss:0.0032 train_time:6980753ms step_avg:722.12ms
step:9678/40500 train_loss:1.7037 aux_loss:0.0031 train_time:6981473ms step_avg:722.12ms
step:9679/40500 train_loss:1.6856 aux_loss:0.0030 train_time:6982195ms step_avg:722.12ms
step:9680/40500 train_loss:1.6683 aux_loss:0.0030 train_time:6982915ms step_avg:722.12ms
step:9681/40500 train_loss:1.6553 aux_loss:0.0030 train_time:6983637ms step_avg:722.12ms
step:9682/40500 train_loss:1.7014 aux_loss:0.0030 train_time:6984360ms step_avg:722.12ms
step:9683/40500 train_loss:1.6345 aux_loss:0.0030 train_time:6985083ms step_avg:722.12ms
step:9684/40500 train_loss:1.6390 aux_loss:0.0031 train_time:6985807ms step_avg:722.12ms
step:9685/40500 train_loss:1.6548 aux_loss:0.0032 train_time:6986529ms step_avg:722.12ms
step:9686/40500 train_loss:1.6555 aux_loss:0.0031 train_time:6987250ms step_avg:722.12ms
step:9687/40500 train_loss:1.6773 aux_loss:0.0037 train_time:6987970ms step_avg:722.12ms
step:9688/40500 train_loss:1.6328 aux_loss:0.0034 train_time:6988692ms step_avg:722.12ms
step:9689/40500 train_loss:1.6953 aux_loss:0.0032 train_time:6989412ms step_avg:722.12ms
step:9690/40500 train_loss:1.6563 aux_loss:0.0031 train_time:6990135ms step_avg:722.12ms
step:9691/40500 train_loss:1.7051 aux_loss:0.0029 train_time:6990856ms step_avg:722.12ms
step:9692/40500 train_loss:1.7047 aux_loss:0.0029 train_time:6991578ms step_avg:722.12ms
step:9693/40500 train_loss:1.6945 aux_loss:0.0030 train_time:6992301ms step_avg:722.12ms
step:9694/40500 train_loss:1.7008 aux_loss:0.0030 train_time:6993025ms step_avg:722.12ms
step:9695/40500 train_loss:1.7162 aux_loss:0.0029 train_time:6993748ms step_avg:722.12ms
step:9696/40500 train_loss:1.7182 aux_loss:0.0029 train_time:6994468ms step_avg:722.12ms
step:9697/40500 train_loss:1.7142 aux_loss:0.0030 train_time:6995187ms step_avg:722.12ms
step:9698/40500 train_loss:1.6923 aux_loss:0.0030 train_time:6995907ms step_avg:722.12ms
step:9699/40500 train_loss:1.6629 aux_loss:0.0039 train_time:6996628ms step_avg:722.12ms
step:9700/40500 train_loss:1.7025 aux_loss:0.0029 train_time:6997351ms step_avg:722.12ms
step:9701/40500 train_loss:1.6806 aux_loss:0.0029 train_time:6998072ms step_avg:722.12ms
step:9702/40500 train_loss:1.6625 aux_loss:0.0033 train_time:6998794ms step_avg:722.12ms
step:9703/40500 train_loss:1.6834 aux_loss:0.0030 train_time:6999518ms step_avg:722.12ms
step:9704/40500 train_loss:1.6591 aux_loss:0.0029 train_time:7000242ms step_avg:722.12ms
step:9705/40500 train_loss:1.6360 aux_loss:0.0029 train_time:7000964ms step_avg:722.12ms
step:9706/40500 train_loss:1.6712 aux_loss:0.0028 train_time:7001684ms step_avg:722.12ms
step:9707/40500 train_loss:1.6588 aux_loss:0.0030 train_time:7002405ms step_avg:722.12ms
step:9708/40500 train_loss:1.7762 aux_loss:0.0031 train_time:7003126ms step_avg:722.12ms
step:9709/40500 train_loss:1.7811 aux_loss:0.0030 train_time:7003846ms step_avg:722.12ms
step:9710/40500 train_loss:1.7590 aux_loss:0.0032 train_time:7004567ms step_avg:722.12ms
step:9711/40500 train_loss:1.7010 aux_loss:0.0028 train_time:7005288ms step_avg:722.12ms
step:9712/40500 train_loss:1.6386 aux_loss:0.0029 train_time:7006009ms step_avg:722.12ms
step:9713/40500 train_loss:1.6617 aux_loss:0.0029 train_time:7006731ms step_avg:722.12ms
step:9714/40500 train_loss:1.6805 aux_loss:0.0030 train_time:7007456ms step_avg:722.12ms
step:9715/40500 train_loss:1.6810 aux_loss:0.0030 train_time:7008181ms step_avg:722.12ms
step:9716/40500 train_loss:1.6984 aux_loss:0.0030 train_time:7008903ms step_avg:722.12ms
step:9717/40500 train_loss:1.6987 aux_loss:0.0031 train_time:7009621ms step_avg:722.12ms
step:9718/40500 train_loss:1.6865 aux_loss:0.0030 train_time:7010344ms step_avg:722.12ms
step:9719/40500 train_loss:1.7077 aux_loss:0.0031 train_time:7011064ms step_avg:722.12ms
step:9720/40500 train_loss:1.6903 aux_loss:0.0032 train_time:7011787ms step_avg:722.12ms
step:9721/40500 train_loss:1.6731 aux_loss:0.0030 train_time:7012509ms step_avg:722.12ms
step:9722/40500 train_loss:1.7263 aux_loss:0.0028 train_time:7013230ms step_avg:722.12ms
step:9723/40500 train_loss:1.6172 aux_loss:0.0031 train_time:7013953ms step_avg:722.12ms
step:9724/40500 train_loss:1.6322 aux_loss:0.0030 train_time:7014672ms step_avg:722.12ms
step:9725/40500 train_loss:1.6589 aux_loss:0.0032 train_time:7015395ms step_avg:722.12ms
step:9726/40500 train_loss:1.6432 aux_loss:0.0030 train_time:7016119ms step_avg:722.12ms
step:9727/40500 train_loss:1.7738 aux_loss:0.0030 train_time:7016842ms step_avg:722.12ms
step:9728/40500 train_loss:1.6792 aux_loss:0.0030 train_time:7017565ms step_avg:722.12ms
step:9729/40500 train_loss:1.6923 aux_loss:0.0028 train_time:7018288ms step_avg:722.12ms
step:9730/40500 train_loss:1.6891 aux_loss:0.0029 train_time:7019011ms step_avg:722.12ms
step:9731/40500 train_loss:1.6863 aux_loss:0.0031 train_time:7019732ms step_avg:722.12ms
step:9732/40500 train_loss:1.6691 aux_loss:0.0030 train_time:7020456ms step_avg:722.12ms
step:9733/40500 train_loss:1.6893 aux_loss:0.0028 train_time:7021179ms step_avg:722.12ms
step:9734/40500 train_loss:1.6608 aux_loss:0.0040 train_time:7021899ms step_avg:722.12ms
step:9735/40500 train_loss:1.6967 aux_loss:0.0029 train_time:7022619ms step_avg:722.12ms
step:9736/40500 train_loss:1.6579 aux_loss:0.0030 train_time:7023341ms step_avg:722.12ms
step:9737/40500 train_loss:1.5930 aux_loss:0.0030 train_time:7024062ms step_avg:722.12ms
step:9738/40500 train_loss:1.7021 aux_loss:0.0030 train_time:7024782ms step_avg:722.12ms
step:9739/40500 train_loss:1.6821 aux_loss:0.0030 train_time:7025502ms step_avg:722.12ms
step:9740/40500 train_loss:1.7033 aux_loss:0.0032 train_time:7026222ms step_avg:722.12ms
step:9741/40500 train_loss:1.6848 aux_loss:0.0030 train_time:7026942ms step_avg:722.12ms
step:9742/40500 train_loss:1.6806 aux_loss:0.0029 train_time:7027663ms step_avg:722.12ms
step:9743/40500 train_loss:1.7359 aux_loss:0.0038 train_time:7028385ms step_avg:722.12ms
step:9744/40500 train_loss:1.6509 aux_loss:0.0029 train_time:7029106ms step_avg:722.12ms
step:9745/40500 train_loss:1.6441 aux_loss:0.0029 train_time:7029827ms step_avg:722.12ms
step:9746/40500 train_loss:1.6477 aux_loss:0.0031 train_time:7030551ms step_avg:722.12ms
step:9747/40500 train_loss:1.6767 aux_loss:0.0031 train_time:7031272ms step_avg:722.12ms
step:9748/40500 train_loss:1.6302 aux_loss:0.0029 train_time:7031995ms step_avg:722.12ms
step:9749/40500 train_loss:1.6859 aux_loss:0.0029 train_time:7032716ms step_avg:722.12ms
step:9750/40500 train_loss:1.7346 aux_loss:0.0030 train_time:7033437ms step_avg:722.12ms
step:9751/40500 train_loss:1.7205 aux_loss:0.0031 train_time:7034157ms step_avg:722.12ms
step:9752/40500 train_loss:1.7023 aux_loss:0.0029 train_time:7034876ms step_avg:722.12ms
step:9753/40500 train_loss:1.7377 aux_loss:0.0032 train_time:7035598ms step_avg:722.12ms
step:9754/40500 train_loss:1.6733 aux_loss:0.0030 train_time:7036319ms step_avg:722.12ms
step:9755/40500 train_loss:1.6794 aux_loss:0.0034 train_time:7037040ms step_avg:722.12ms
step:9756/40500 train_loss:1.6863 aux_loss:0.0030 train_time:7037762ms step_avg:722.12ms
step:9757/40500 train_loss:1.7039 aux_loss:0.0031 train_time:7038485ms step_avg:722.12ms
step:9758/40500 train_loss:1.7120 aux_loss:0.0032 train_time:7039206ms step_avg:722.12ms
step:9759/40500 train_loss:1.6380 aux_loss:0.0031 train_time:7039931ms step_avg:722.12ms
step:9760/40500 train_loss:1.6308 aux_loss:0.0030 train_time:7040654ms step_avg:722.12ms
step:9761/40500 train_loss:1.6621 aux_loss:0.0029 train_time:7041373ms step_avg:722.12ms
step:9762/40500 train_loss:1.7025 aux_loss:0.0032 train_time:7042094ms step_avg:722.12ms
step:9763/40500 train_loss:1.7031 aux_loss:0.0030 train_time:7042817ms step_avg:722.12ms
step:9764/40500 train_loss:1.7226 aux_loss:0.0031 train_time:7043538ms step_avg:722.12ms
step:9765/40500 train_loss:1.6522 aux_loss:0.0030 train_time:7044258ms step_avg:722.12ms
step:9766/40500 train_loss:1.6579 aux_loss:0.0029 train_time:7044981ms step_avg:722.12ms
step:9767/40500 train_loss:1.6819 aux_loss:0.0029 train_time:7045704ms step_avg:722.12ms
step:9768/40500 train_loss:1.6384 aux_loss:0.0030 train_time:7046421ms step_avg:722.12ms
step:9769/40500 train_loss:1.6990 aux_loss:0.0030 train_time:7047142ms step_avg:722.12ms
step:9770/40500 train_loss:1.6999 aux_loss:0.0028 train_time:7047867ms step_avg:722.12ms
step:9771/40500 train_loss:1.6597 aux_loss:0.0030 train_time:7048591ms step_avg:722.12ms
step:9772/40500 train_loss:1.6719 aux_loss:0.0029 train_time:7049311ms step_avg:722.12ms
step:9773/40500 train_loss:1.7584 aux_loss:0.0028 train_time:7050032ms step_avg:722.12ms
step:9774/40500 train_loss:1.7482 aux_loss:0.0031 train_time:7050754ms step_avg:722.12ms
step:9775/40500 train_loss:1.5966 aux_loss:0.0029 train_time:7051476ms step_avg:722.12ms
step:9776/40500 train_loss:1.6739 aux_loss:0.0040 train_time:7052197ms step_avg:722.12ms
step:9777/40500 train_loss:1.7347 aux_loss:0.0029 train_time:7052919ms step_avg:722.12ms
step:9778/40500 train_loss:1.6337 aux_loss:0.0034 train_time:7053642ms step_avg:722.12ms
step:9779/40500 train_loss:1.7160 aux_loss:0.0028 train_time:7054365ms step_avg:722.12ms
step:9780/40500 train_loss:1.6500 aux_loss:0.0030 train_time:7055088ms step_avg:722.12ms
step:9781/40500 train_loss:1.7033 aux_loss:0.0029 train_time:7055809ms step_avg:722.12ms
step:9782/40500 train_loss:1.7061 aux_loss:0.0031 train_time:7056530ms step_avg:722.12ms
step:9783/40500 train_loss:1.6335 aux_loss:0.0033 train_time:7057252ms step_avg:722.12ms
step:9784/40500 train_loss:1.7216 aux_loss:0.0031 train_time:7057974ms step_avg:722.12ms
step:9785/40500 train_loss:1.6940 aux_loss:0.0030 train_time:7058695ms step_avg:722.12ms
step:9786/40500 train_loss:1.6891 aux_loss:0.0032 train_time:7059417ms step_avg:722.12ms
step:9787/40500 train_loss:1.6945 aux_loss:0.0032 train_time:7060138ms step_avg:722.12ms
step:9788/40500 train_loss:1.6609 aux_loss:0.0029 train_time:7060861ms step_avg:722.12ms
step:9789/40500 train_loss:1.6526 aux_loss:0.0031 train_time:7061585ms step_avg:722.12ms
step:9790/40500 train_loss:1.7213 aux_loss:0.0030 train_time:7062307ms step_avg:722.12ms
step:9791/40500 train_loss:1.6741 aux_loss:0.0032 train_time:7063027ms step_avg:722.12ms
step:9792/40500 train_loss:1.7238 aux_loss:0.0030 train_time:7063749ms step_avg:722.12ms
step:9793/40500 train_loss:1.7156 aux_loss:0.0031 train_time:7064471ms step_avg:722.12ms
step:9794/40500 train_loss:1.7120 aux_loss:0.0032 train_time:7065192ms step_avg:722.12ms
step:9795/40500 train_loss:1.6898 aux_loss:0.0029 train_time:7065912ms step_avg:722.12ms
step:9796/40500 train_loss:1.6672 aux_loss:0.0030 train_time:7066635ms step_avg:722.12ms
step:9797/40500 train_loss:1.6262 aux_loss:0.0029 train_time:7067358ms step_avg:722.12ms
step:9798/40500 train_loss:1.6784 aux_loss:0.0030 train_time:7068082ms step_avg:722.12ms
step:9799/40500 train_loss:1.6930 aux_loss:0.0032 train_time:7068805ms step_avg:722.12ms
step:9800/40500 train_loss:1.6288 aux_loss:0.0029 train_time:7069527ms step_avg:722.12ms
step:9801/40500 train_loss:1.7233 aux_loss:0.0029 train_time:7070248ms step_avg:722.12ms
step:9802/40500 train_loss:1.6442 aux_loss:0.0030 train_time:7070969ms step_avg:722.12ms
step:9803/40500 train_loss:1.6062 aux_loss:0.0028 train_time:7071690ms step_avg:722.12ms
step:9804/40500 train_loss:1.6570 aux_loss:0.0029 train_time:7072412ms step_avg:722.12ms
step:9805/40500 train_loss:1.6862 aux_loss:0.0030 train_time:7073134ms step_avg:722.12ms
step:9806/40500 train_loss:1.6968 aux_loss:0.0029 train_time:7073855ms step_avg:722.12ms
step:9807/40500 train_loss:1.6498 aux_loss:0.0030 train_time:7074576ms step_avg:722.12ms
step:9808/40500 train_loss:1.6774 aux_loss:0.0029 train_time:7075300ms step_avg:722.12ms
step:9809/40500 train_loss:1.6543 aux_loss:0.0030 train_time:7076023ms step_avg:722.12ms
step:9810/40500 train_loss:1.6992 aux_loss:0.0031 train_time:7076743ms step_avg:722.12ms
step:9811/40500 train_loss:1.6499 aux_loss:0.0029 train_time:7077465ms step_avg:722.12ms
step:9812/40500 train_loss:1.6354 aux_loss:0.0030 train_time:7078187ms step_avg:722.12ms
step:9813/40500 train_loss:1.6647 aux_loss:0.0031 train_time:7078909ms step_avg:722.12ms
step:9814/40500 train_loss:1.6660 aux_loss:0.0029 train_time:7079630ms step_avg:722.12ms
step:9815/40500 train_loss:1.6674 aux_loss:0.0034 train_time:7080352ms step_avg:722.12ms
step:9816/40500 train_loss:1.6398 aux_loss:0.0033 train_time:7081076ms step_avg:722.12ms
step:9817/40500 train_loss:1.6918 aux_loss:0.0029 train_time:7081800ms step_avg:722.12ms
step:9818/40500 train_loss:1.6581 aux_loss:0.0029 train_time:7082522ms step_avg:722.12ms
step:9819/40500 train_loss:1.6475 aux_loss:0.0034 train_time:7083243ms step_avg:722.12ms
step:9820/40500 train_loss:1.6940 aux_loss:0.0030 train_time:7083964ms step_avg:722.12ms
step:9821/40500 train_loss:1.6556 aux_loss:0.0031 train_time:7084684ms step_avg:722.12ms
step:9822/40500 train_loss:1.6629 aux_loss:0.0029 train_time:7085407ms step_avg:722.12ms
step:9823/40500 train_loss:1.6658 aux_loss:0.0031 train_time:7086129ms step_avg:722.12ms
step:9824/40500 train_loss:1.6712 aux_loss:0.0035 train_time:7086852ms step_avg:722.12ms
step:9825/40500 train_loss:1.6562 aux_loss:0.0026 train_time:7087573ms step_avg:722.12ms
step:9826/40500 train_loss:1.6547 aux_loss:0.0030 train_time:7088297ms step_avg:722.12ms
step:9827/40500 train_loss:1.6283 aux_loss:0.0030 train_time:7089019ms step_avg:722.12ms
step:9828/40500 train_loss:1.6382 aux_loss:0.0033 train_time:7089741ms step_avg:722.12ms
step:9829/40500 train_loss:1.6732 aux_loss:0.0027 train_time:7090462ms step_avg:722.12ms
step:9830/40500 train_loss:1.6666 aux_loss:0.0029 train_time:7091182ms step_avg:722.12ms
step:9831/40500 train_loss:1.6949 aux_loss:0.0029 train_time:7091904ms step_avg:722.12ms
step:9832/40500 train_loss:1.6671 aux_loss:0.0029 train_time:7092626ms step_avg:722.12ms
step:9833/40500 train_loss:1.7088 aux_loss:0.0033 train_time:7093347ms step_avg:722.12ms
step:9834/40500 train_loss:1.6295 aux_loss:0.0030 train_time:7094069ms step_avg:722.12ms
step:9835/40500 train_loss:1.6710 aux_loss:0.0030 train_time:7094794ms step_avg:722.12ms
step:9836/40500 train_loss:1.6453 aux_loss:0.0031 train_time:7095516ms step_avg:722.12ms
step:9837/40500 train_loss:1.6418 aux_loss:0.0031 train_time:7096237ms step_avg:722.12ms
step:9838/40500 train_loss:1.7004 aux_loss:0.0032 train_time:7096960ms step_avg:722.12ms
step:9839/40500 train_loss:1.7226 aux_loss:0.0032 train_time:7097680ms step_avg:722.12ms
step:9840/40500 train_loss:1.6009 aux_loss:0.0035 train_time:7098401ms step_avg:722.12ms
step:9841/40500 train_loss:1.6192 aux_loss:0.0032 train_time:7099123ms step_avg:722.12ms
step:9842/40500 train_loss:1.6586 aux_loss:0.0032 train_time:7099845ms step_avg:722.12ms
step:9843/40500 train_loss:1.7075 aux_loss:0.0032 train_time:7100568ms step_avg:722.12ms
step:9844/40500 train_loss:1.6295 aux_loss:0.0031 train_time:7101290ms step_avg:722.12ms
step:9845/40500 train_loss:1.6985 aux_loss:0.0029 train_time:7102012ms step_avg:722.12ms
step:9846/40500 train_loss:1.6598 aux_loss:0.0028 train_time:7102734ms step_avg:722.12ms
step:9847/40500 train_loss:1.6669 aux_loss:0.0028 train_time:7103456ms step_avg:722.12ms
step:9848/40500 train_loss:1.6439 aux_loss:0.0029 train_time:7104177ms step_avg:722.12ms
step:9849/40500 train_loss:1.6958 aux_loss:0.0029 train_time:7104899ms step_avg:722.12ms
step:9850/40500 train_loss:1.6498 aux_loss:0.0032 train_time:7105620ms step_avg:722.12ms
step:9851/40500 train_loss:1.6829 aux_loss:0.0031 train_time:7106341ms step_avg:722.12ms
step:9852/40500 train_loss:1.6459 aux_loss:0.0032 train_time:7107063ms step_avg:722.12ms
step:9853/40500 train_loss:1.6446 aux_loss:0.0031 train_time:7107785ms step_avg:722.12ms
step:9854/40500 train_loss:1.6941 aux_loss:0.0031 train_time:7108509ms step_avg:722.12ms
step:9855/40500 train_loss:1.7100 aux_loss:0.0029 train_time:7109232ms step_avg:722.12ms
step:9856/40500 train_loss:1.6630 aux_loss:0.0029 train_time:7109951ms step_avg:722.12ms
step:9857/40500 train_loss:1.6560 aux_loss:0.0029 train_time:7110672ms step_avg:722.12ms
step:9858/40500 train_loss:1.6575 aux_loss:0.0030 train_time:7111394ms step_avg:722.12ms
step:9859/40500 train_loss:1.7150 aux_loss:0.0038 train_time:7112115ms step_avg:722.12ms
step:9860/40500 train_loss:1.7727 aux_loss:0.0032 train_time:7112836ms step_avg:722.12ms
step:9861/40500 train_loss:1.6397 aux_loss:0.0029 train_time:7113556ms step_avg:722.12ms
step:9862/40500 train_loss:1.6662 aux_loss:0.0030 train_time:7114276ms step_avg:722.11ms
step:9863/40500 train_loss:1.6469 aux_loss:0.0028 train_time:7114997ms step_avg:722.11ms
step:9864/40500 train_loss:1.6612 aux_loss:0.0033 train_time:7115719ms step_avg:722.11ms
step:9865/40500 train_loss:1.6371 aux_loss:0.0031 train_time:7116440ms step_avg:722.11ms
step:9866/40500 train_loss:1.6369 aux_loss:0.0032 train_time:7117161ms step_avg:722.11ms
step:9867/40500 train_loss:1.6971 aux_loss:0.0030 train_time:7117885ms step_avg:722.11ms
step:9868/40500 train_loss:1.6676 aux_loss:0.0030 train_time:7118607ms step_avg:722.11ms
step:9869/40500 train_loss:1.6730 aux_loss:0.0030 train_time:7119330ms step_avg:722.11ms
step:9870/40500 train_loss:1.6492 aux_loss:0.0030 train_time:7120051ms step_avg:722.11ms
step:9871/40500 train_loss:1.6699 aux_loss:0.0030 train_time:7120772ms step_avg:722.11ms
step:9872/40500 train_loss:1.6399 aux_loss:0.0032 train_time:7121493ms step_avg:722.11ms
step:9873/40500 train_loss:1.7191 aux_loss:0.0033 train_time:7122214ms step_avg:722.11ms
step:9874/40500 train_loss:1.6672 aux_loss:0.0032 train_time:7122931ms step_avg:722.11ms
step:9875/40500 train_loss:1.7185 aux_loss:0.0029 train_time:7123652ms step_avg:722.11ms
step:9876/40500 train_loss:1.6638 aux_loss:0.0031 train_time:7124372ms step_avg:722.11ms
step:9877/40500 train_loss:1.6824 aux_loss:0.0031 train_time:7125090ms step_avg:722.11ms
step:9878/40500 train_loss:1.7369 aux_loss:0.0033 train_time:7125811ms step_avg:722.11ms
step:9879/40500 train_loss:1.7082 aux_loss:0.0032 train_time:7126533ms step_avg:722.11ms
step:9880/40500 train_loss:1.6519 aux_loss:0.0032 train_time:7127254ms step_avg:722.11ms
step:9881/40500 train_loss:1.7204 aux_loss:0.0031 train_time:7127976ms step_avg:722.11ms
step:9882/40500 train_loss:1.6683 aux_loss:0.0033 train_time:7128698ms step_avg:722.11ms
step:9883/40500 train_loss:1.6789 aux_loss:0.0031 train_time:7129417ms step_avg:722.11ms
step:9884/40500 train_loss:1.6581 aux_loss:0.0031 train_time:7130139ms step_avg:722.11ms
step:9885/40500 train_loss:1.6556 aux_loss:0.0031 train_time:7130862ms step_avg:722.11ms
step:9886/40500 train_loss:1.7055 aux_loss:0.0032 train_time:7131584ms step_avg:722.11ms
step:9887/40500 train_loss:1.7451 aux_loss:0.0031 train_time:7132306ms step_avg:722.11ms
step:9888/40500 train_loss:1.6685 aux_loss:0.0030 train_time:7133027ms step_avg:722.11ms
step:9889/40500 train_loss:1.6840 aux_loss:0.0030 train_time:7133747ms step_avg:722.11ms
step:9890/40500 train_loss:1.6880 aux_loss:0.0029 train_time:7134469ms step_avg:722.11ms
step:9891/40500 train_loss:1.7382 aux_loss:0.0029 train_time:7135190ms step_avg:722.11ms
step:9892/40500 train_loss:1.6469 aux_loss:0.0030 train_time:7135911ms step_avg:722.11ms
step:9893/40500 train_loss:1.6501 aux_loss:0.0030 train_time:7136634ms step_avg:722.11ms
step:9894/40500 train_loss:1.7439 aux_loss:0.0030 train_time:7137355ms step_avg:722.11ms
step:9895/40500 train_loss:1.6890 aux_loss:0.0030 train_time:7138077ms step_avg:722.11ms
step:9896/40500 train_loss:1.7473 aux_loss:0.0030 train_time:7138799ms step_avg:722.11ms
step:9897/40500 train_loss:1.7137 aux_loss:0.0029 train_time:7139524ms step_avg:722.11ms
step:9898/40500 train_loss:1.7296 aux_loss:0.0031 train_time:7140245ms step_avg:722.11ms
step:9899/40500 train_loss:1.6570 aux_loss:0.0029 train_time:7140966ms step_avg:722.11ms
step:9900/40500 train_loss:1.6785 aux_loss:0.0029 train_time:7141687ms step_avg:722.11ms
step:9901/40500 train_loss:1.7187 aux_loss:0.0031 train_time:7142407ms step_avg:722.11ms
step:9902/40500 train_loss:1.6527 aux_loss:0.0030 train_time:7143127ms step_avg:722.11ms
step:9903/40500 train_loss:1.7259 aux_loss:0.0031 train_time:7143848ms step_avg:722.11ms
step:9904/40500 train_loss:1.6116 aux_loss:0.0029 train_time:7144568ms step_avg:722.11ms
step:9905/40500 train_loss:1.6845 aux_loss:0.0031 train_time:7145290ms step_avg:722.11ms
step:9906/40500 train_loss:1.6576 aux_loss:0.0030 train_time:7146013ms step_avg:722.11ms
step:9907/40500 train_loss:1.7027 aux_loss:0.0029 train_time:7146734ms step_avg:722.11ms
step:9908/40500 train_loss:1.5918 aux_loss:0.0030 train_time:7147459ms step_avg:722.11ms
step:9909/40500 train_loss:1.6287 aux_loss:0.0029 train_time:7148182ms step_avg:722.11ms
step:9910/40500 train_loss:1.6663 aux_loss:0.0029 train_time:7148903ms step_avg:722.11ms
step:9911/40500 train_loss:1.6979 aux_loss:0.0028 train_time:7149625ms step_avg:722.11ms
step:9912/40500 train_loss:1.6784 aux_loss:0.0028 train_time:7150347ms step_avg:722.11ms
step:9913/40500 train_loss:1.6251 aux_loss:0.0030 train_time:7151066ms step_avg:722.11ms
step:9914/40500 train_loss:1.7046 aux_loss:0.0032 train_time:7151787ms step_avg:722.11ms
step:9915/40500 train_loss:1.6848 aux_loss:0.0031 train_time:7152509ms step_avg:722.11ms
step:9916/40500 train_loss:1.7238 aux_loss:0.0032 train_time:7153228ms step_avg:722.11ms
step:9917/40500 train_loss:1.6713 aux_loss:0.0032 train_time:7153950ms step_avg:722.11ms
step:9918/40500 train_loss:1.7354 aux_loss:0.0032 train_time:7154670ms step_avg:722.11ms
step:9919/40500 train_loss:1.6738 aux_loss:0.0030 train_time:7155393ms step_avg:722.11ms
step:9920/40500 train_loss:1.6397 aux_loss:0.0029 train_time:7156115ms step_avg:722.11ms
step:9921/40500 train_loss:1.7249 aux_loss:0.0031 train_time:7156840ms step_avg:722.11ms
step:9922/40500 train_loss:1.6836 aux_loss:0.0031 train_time:7157561ms step_avg:722.11ms
step:9923/40500 train_loss:1.6493 aux_loss:0.0031 train_time:7158282ms step_avg:722.11ms
step:9924/40500 train_loss:1.6550 aux_loss:0.0029 train_time:7159005ms step_avg:722.11ms
step:9925/40500 train_loss:1.6539 aux_loss:0.0028 train_time:7159726ms step_avg:722.11ms
step:9926/40500 train_loss:1.7008 aux_loss:0.0030 train_time:7160447ms step_avg:722.11ms
step:9927/40500 train_loss:1.6548 aux_loss:0.0034 train_time:7161167ms step_avg:722.11ms
step:9928/40500 train_loss:1.6445 aux_loss:0.0029 train_time:7161891ms step_avg:722.11ms
step:9929/40500 train_loss:1.6572 aux_loss:0.0030 train_time:7162614ms step_avg:722.11ms
step:9930/40500 train_loss:1.6965 aux_loss:0.0031 train_time:7163338ms step_avg:722.11ms
step:9931/40500 train_loss:1.6919 aux_loss:0.0031 train_time:7164060ms step_avg:722.11ms
step:9932/40500 train_loss:1.6406 aux_loss:0.0030 train_time:7164781ms step_avg:722.11ms
step:9933/40500 train_loss:1.7206 aux_loss:0.0030 train_time:7165503ms step_avg:722.11ms
step:9934/40500 train_loss:1.6531 aux_loss:0.0030 train_time:7166224ms step_avg:722.11ms
step:9935/40500 train_loss:1.6347 aux_loss:0.0028 train_time:7166946ms step_avg:722.11ms
step:9936/40500 train_loss:1.7440 aux_loss:0.0029 train_time:7167667ms step_avg:722.11ms
step:9937/40500 train_loss:1.6942 aux_loss:0.0029 train_time:7168389ms step_avg:722.11ms
step:9938/40500 train_loss:1.6853 aux_loss:0.0030 train_time:7169113ms step_avg:722.11ms
step:9939/40500 train_loss:1.6746 aux_loss:0.0030 train_time:7169836ms step_avg:722.11ms
step:9940/40500 train_loss:1.7274 aux_loss:0.0032 train_time:7170557ms step_avg:722.11ms
step:9941/40500 train_loss:1.6686 aux_loss:0.0030 train_time:7171279ms step_avg:722.11ms
step:9942/40500 train_loss:1.6679 aux_loss:0.0029 train_time:7172000ms step_avg:722.11ms
step:9943/40500 train_loss:1.7081 aux_loss:0.0031 train_time:7172720ms step_avg:722.11ms
step:9944/40500 train_loss:1.6942 aux_loss:0.0031 train_time:7173440ms step_avg:722.11ms
step:9945/40500 train_loss:1.6381 aux_loss:0.0030 train_time:7174161ms step_avg:722.11ms
step:9946/40500 train_loss:1.6880 aux_loss:0.0030 train_time:7174883ms step_avg:722.11ms
step:9947/40500 train_loss:1.6724 aux_loss:0.0030 train_time:7175604ms step_avg:722.11ms
step:9948/40500 train_loss:1.6891 aux_loss:0.0031 train_time:7176325ms step_avg:722.11ms
step:9949/40500 train_loss:1.6947 aux_loss:0.0029 train_time:7177047ms step_avg:722.11ms
step:9950/40500 train_loss:1.6540 aux_loss:0.0031 train_time:7177770ms step_avg:722.11ms
step:9951/40500 train_loss:1.8303 aux_loss:0.0032 train_time:7178494ms step_avg:722.11ms
step:9952/40500 train_loss:1.7170 aux_loss:0.0032 train_time:7179215ms step_avg:722.11ms
step:9953/40500 train_loss:1.6729 aux_loss:0.0036 train_time:7179936ms step_avg:722.11ms
step:9954/40500 train_loss:1.6818 aux_loss:0.0029 train_time:7180656ms step_avg:722.11ms
step:9955/40500 train_loss:1.6964 aux_loss:0.0033 train_time:7181377ms step_avg:722.11ms
step:9956/40500 train_loss:1.7259 aux_loss:0.0029 train_time:7182101ms step_avg:722.11ms
step:9957/40500 train_loss:1.7640 aux_loss:0.0033 train_time:7182823ms step_avg:722.11ms
step:9958/40500 train_loss:1.6573 aux_loss:0.0030 train_time:7183544ms step_avg:722.11ms
step:9959/40500 train_loss:1.7139 aux_loss:0.0033 train_time:7184270ms step_avg:722.11ms
step:9960/40500 train_loss:1.6444 aux_loss:0.0030 train_time:7184993ms step_avg:722.11ms
step:9961/40500 train_loss:1.6835 aux_loss:0.0029 train_time:7185713ms step_avg:722.11ms
step:9962/40500 train_loss:1.6594 aux_loss:0.0030 train_time:7186432ms step_avg:722.11ms
step:9963/40500 train_loss:1.6879 aux_loss:0.0030 train_time:7187155ms step_avg:722.11ms
step:9964/40500 train_loss:1.6616 aux_loss:0.0031 train_time:7187876ms step_avg:722.11ms
step:9965/40500 train_loss:1.6758 aux_loss:0.0033 train_time:7188597ms step_avg:722.11ms
step:9966/40500 train_loss:1.7667 aux_loss:0.0030 train_time:7189318ms step_avg:722.11ms
step:9967/40500 train_loss:1.6676 aux_loss:0.0031 train_time:7190040ms step_avg:722.11ms
step:9968/40500 train_loss:1.6673 aux_loss:0.0032 train_time:7190763ms step_avg:722.11ms
step:9969/40500 train_loss:1.6548 aux_loss:0.0029 train_time:7191487ms step_avg:722.11ms
step:9970/40500 train_loss:1.6571 aux_loss:0.0028 train_time:7192212ms step_avg:722.11ms
step:9971/40500 train_loss:1.6254 aux_loss:0.0029 train_time:7192932ms step_avg:722.11ms
step:9972/40500 train_loss:1.6217 aux_loss:0.0031 train_time:7193654ms step_avg:722.11ms
step:9973/40500 train_loss:1.6629 aux_loss:0.0030 train_time:7194376ms step_avg:722.11ms
step:9974/40500 train_loss:1.6221 aux_loss:0.0029 train_time:7195098ms step_avg:722.11ms
step:9975/40500 train_loss:1.6531 aux_loss:0.0030 train_time:7195821ms step_avg:722.11ms
step:9976/40500 train_loss:1.7099 aux_loss:0.0035 train_time:7196545ms step_avg:722.11ms
step:9977/40500 train_loss:1.6649 aux_loss:0.0032 train_time:7197270ms step_avg:722.11ms
step:9978/40500 train_loss:1.6908 aux_loss:0.0031 train_time:7197991ms step_avg:722.11ms
step:9979/40500 train_loss:1.7035 aux_loss:0.0033 train_time:7198712ms step_avg:722.11ms
step:9980/40500 train_loss:1.7407 aux_loss:0.0032 train_time:7199434ms step_avg:722.11ms
step:9981/40500 train_loss:1.7380 aux_loss:0.0035 train_time:7200156ms step_avg:722.11ms
step:9982/40500 train_loss:1.6443 aux_loss:0.0029 train_time:7200878ms step_avg:722.11ms
step:9983/40500 train_loss:1.6959 aux_loss:0.0030 train_time:7201600ms step_avg:722.11ms
step:9984/40500 train_loss:1.6639 aux_loss:0.0028 train_time:7202323ms step_avg:722.11ms
step:9985/40500 train_loss:1.5702 aux_loss:0.0031 train_time:7203040ms step_avg:722.11ms
step:9986/40500 train_loss:1.6914 aux_loss:0.0030 train_time:7203763ms step_avg:722.11ms
step:9987/40500 train_loss:1.6901 aux_loss:0.0028 train_time:7204487ms step_avg:722.11ms
step:9988/40500 train_loss:1.6990 aux_loss:0.0028 train_time:7205207ms step_avg:722.11ms
step:9989/40500 train_loss:1.6376 aux_loss:0.0028 train_time:7205928ms step_avg:722.11ms
step:9990/40500 train_loss:1.7245 aux_loss:0.0031 train_time:7206649ms step_avg:722.11ms
step:9991/40500 train_loss:1.7148 aux_loss:0.0029 train_time:7207369ms step_avg:722.11ms
step:9992/40500 train_loss:1.6824 aux_loss:0.0031 train_time:7208088ms step_avg:722.11ms
step:9993/40500 train_loss:1.6844 aux_loss:0.0030 train_time:7208810ms step_avg:722.11ms
step:9994/40500 train_loss:1.6915 aux_loss:0.0030 train_time:7209532ms step_avg:722.11ms
step:9995/40500 train_loss:1.6644 aux_loss:0.0029 train_time:7210254ms step_avg:722.11ms
step:9996/40500 train_loss:1.6674 aux_loss:0.0027 train_time:7210976ms step_avg:722.11ms
step:9997/40500 train_loss:1.6446 aux_loss:0.0029 train_time:7211701ms step_avg:722.11ms
step:9998/40500 train_loss:1.6582 aux_loss:0.0029 train_time:7212426ms step_avg:722.11ms
step:9999/40500 train_loss:1.7556 aux_loss:0.0031 train_time:7213148ms step_avg:722.11ms
step:10000/40500 train_loss:1.7076 aux_loss:0.0030 train_time:7213869ms step_avg:722.11ms
step:10000/40500 val_loss:1.6806 val_aux_loss:0.0030 train_time:7213869ms step_avg:722.11ms
step:10001/40500 train_loss:1.6454 aux_loss:0.0029 train_time:7214595ms step_avg:722.11ms
step:10002/40500 train_loss:1.7389 aux_loss:0.0034 train_time:7215317ms step_avg:722.11ms
step:10003/40500 train_loss:1.6351 aux_loss:0.0030 train_time:7216041ms step_avg:722.11ms
step:10004/40500 train_loss:1.7620 aux_loss:0.0029 train_time:7216762ms step_avg:722.11ms
step:10005/40500 train_loss:1.6634 aux_loss:0.0029 train_time:7217485ms step_avg:722.11ms
step:10006/40500 train_loss:1.7107 aux_loss:0.0032 train_time:7218207ms step_avg:722.11ms
step:10007/40500 train_loss:1.7205 aux_loss:0.0032 train_time:7218930ms step_avg:722.11ms
step:10008/40500 train_loss:1.7036 aux_loss:0.0035 train_time:7219651ms step_avg:722.11ms
step:10009/40500 train_loss:1.6543 aux_loss:0.0032 train_time:7220376ms step_avg:722.11ms
step:10010/40500 train_loss:1.7098 aux_loss:0.0031 train_time:7221099ms step_avg:722.11ms
step:10011/40500 train_loss:1.6793 aux_loss:0.0031 train_time:7221821ms step_avg:722.11ms
step:10012/40500 train_loss:1.6251 aux_loss:0.0029 train_time:7222543ms step_avg:722.11ms
step:10013/40500 train_loss:1.6328 aux_loss:0.0033 train_time:7223265ms step_avg:722.11ms
step:10014/40500 train_loss:1.6879 aux_loss:0.0030 train_time:7223986ms step_avg:722.11ms
step:10015/40500 train_loss:1.6672 aux_loss:0.0029 train_time:7224707ms step_avg:722.11ms
step:10016/40500 train_loss:1.6580 aux_loss:0.0029 train_time:7225428ms step_avg:722.11ms
step:10017/40500 train_loss:1.7328 aux_loss:0.0030 train_time:7226149ms step_avg:722.11ms
step:10018/40500 train_loss:1.7414 aux_loss:0.0033 train_time:7226874ms step_avg:722.11ms
step:10019/40500 train_loss:1.7117 aux_loss:0.0031 train_time:7227596ms step_avg:722.11ms
step:10020/40500 train_loss:1.7095 aux_loss:0.0030 train_time:7228319ms step_avg:722.11ms
step:10021/40500 train_loss:1.6606 aux_loss:0.0030 train_time:7229040ms step_avg:722.11ms
step:10022/40500 train_loss:1.6921 aux_loss:0.0029 train_time:7229763ms step_avg:722.11ms
step:10023/40500 train_loss:1.6866 aux_loss:0.0029 train_time:7230485ms step_avg:722.11ms
step:10024/40500 train_loss:1.6549 aux_loss:0.0030 train_time:7231208ms step_avg:722.11ms
step:10025/40500 train_loss:1.6855 aux_loss:0.0031 train_time:7231929ms step_avg:722.11ms
step:10026/40500 train_loss:1.6771 aux_loss:0.0030 train_time:7232651ms step_avg:722.11ms
step:10027/40500 train_loss:1.6139 aux_loss:0.0033 train_time:7233375ms step_avg:722.11ms
step:10028/40500 train_loss:1.7148 aux_loss:0.0029 train_time:7234097ms step_avg:722.11ms
step:10029/40500 train_loss:1.6986 aux_loss:0.0031 train_time:7234819ms step_avg:722.11ms
step:10030/40500 train_loss:1.7044 aux_loss:0.0029 train_time:7235542ms step_avg:722.11ms
step:10031/40500 train_loss:1.7056 aux_loss:0.0028 train_time:7236262ms step_avg:722.11ms
step:10032/40500 train_loss:1.7006 aux_loss:0.0030 train_time:7236985ms step_avg:722.11ms
step:10033/40500 train_loss:1.6629 aux_loss:0.0029 train_time:7237709ms step_avg:722.11ms
step:10034/40500 train_loss:1.6641 aux_loss:0.0029 train_time:7238433ms step_avg:722.11ms
step:10035/40500 train_loss:1.7266 aux_loss:0.0031 train_time:7239155ms step_avg:722.11ms
step:10036/40500 train_loss:1.6794 aux_loss:0.0031 train_time:7239877ms step_avg:722.11ms
step:10037/40500 train_loss:1.7244 aux_loss:0.0030 train_time:7240601ms step_avg:722.11ms
step:10038/40500 train_loss:1.5995 aux_loss:0.0032 train_time:7241323ms step_avg:722.11ms
step:10039/40500 train_loss:1.6615 aux_loss:0.0031 train_time:7242047ms step_avg:722.11ms
step:10040/40500 train_loss:1.7751 aux_loss:0.0032 train_time:7242772ms step_avg:722.11ms
step:10041/40500 train_loss:1.6878 aux_loss:0.0029 train_time:7243491ms step_avg:722.11ms
step:10042/40500 train_loss:1.6613 aux_loss:0.0028 train_time:7244214ms step_avg:722.11ms
step:10043/40500 train_loss:1.6654 aux_loss:0.0031 train_time:7244937ms step_avg:722.11ms
step:10044/40500 train_loss:1.6851 aux_loss:0.0029 train_time:7245658ms step_avg:722.11ms
step:10045/40500 train_loss:1.6199 aux_loss:0.0028 train_time:7246379ms step_avg:722.11ms
step:10046/40500 train_loss:1.6752 aux_loss:0.0030 train_time:7247103ms step_avg:722.11ms
step:10047/40500 train_loss:1.6817 aux_loss:0.0031 train_time:7247826ms step_avg:722.11ms
step:10048/40500 train_loss:1.7481 aux_loss:0.0031 train_time:7248549ms step_avg:722.11ms
step:10049/40500 train_loss:1.6950 aux_loss:0.0028 train_time:7249273ms step_avg:722.11ms
step:10050/40500 train_loss:1.7485 aux_loss:0.0028 train_time:7249993ms step_avg:722.11ms
step:10051/40500 train_loss:1.6037 aux_loss:0.0029 train_time:7250713ms step_avg:722.11ms
step:10052/40500 train_loss:1.6207 aux_loss:0.0029 train_time:7251435ms step_avg:722.11ms
step:10053/40500 train_loss:1.6704 aux_loss:0.0032 train_time:7252156ms step_avg:722.11ms
step:10054/40500 train_loss:1.6541 aux_loss:0.0033 train_time:7252878ms step_avg:722.11ms
step:10055/40500 train_loss:1.6701 aux_loss:0.0029 train_time:7253602ms step_avg:722.11ms
step:10056/40500 train_loss:1.6553 aux_loss:0.0029 train_time:7254323ms step_avg:722.11ms
step:10057/40500 train_loss:1.6272 aux_loss:0.0030 train_time:7255044ms step_avg:722.11ms
step:10058/40500 train_loss:1.6348 aux_loss:0.0031 train_time:7255766ms step_avg:722.11ms
step:10059/40500 train_loss:1.6591 aux_loss:0.0030 train_time:7256491ms step_avg:722.11ms
step:10060/40500 train_loss:1.7055 aux_loss:0.0030 train_time:7257210ms step_avg:722.11ms
step:10061/40500 train_loss:1.6850 aux_loss:0.0030 train_time:7257932ms step_avg:722.11ms
step:10062/40500 train_loss:1.7408 aux_loss:0.0031 train_time:7258653ms step_avg:722.11ms
step:10063/40500 train_loss:1.6650 aux_loss:0.0030 train_time:7259374ms step_avg:722.11ms
step:10064/40500 train_loss:1.6717 aux_loss:0.0030 train_time:7260096ms step_avg:722.11ms
step:10065/40500 train_loss:1.7266 aux_loss:0.0036 train_time:7260818ms step_avg:722.11ms
step:10066/40500 train_loss:1.7142 aux_loss:0.0032 train_time:7261540ms step_avg:722.11ms
step:10067/40500 train_loss:1.7228 aux_loss:0.0035 train_time:7262262ms step_avg:722.11ms
step:10068/40500 train_loss:1.6773 aux_loss:0.0030 train_time:7262988ms step_avg:722.11ms
step:10069/40500 train_loss:1.7203 aux_loss:0.0031 train_time:7263709ms step_avg:722.11ms
step:10070/40500 train_loss:1.7213 aux_loss:0.0031 train_time:7264428ms step_avg:722.11ms
step:10071/40500 train_loss:1.6774 aux_loss:0.0033 train_time:7265150ms step_avg:722.11ms
step:10072/40500 train_loss:1.6545 aux_loss:0.0030 train_time:7265871ms step_avg:722.11ms
step:10073/40500 train_loss:1.6602 aux_loss:0.0030 train_time:7266591ms step_avg:722.11ms
step:10074/40500 train_loss:1.7034 aux_loss:0.0029 train_time:7267312ms step_avg:722.11ms
step:10075/40500 train_loss:1.6566 aux_loss:0.0029 train_time:7268035ms step_avg:722.11ms
step:10076/40500 train_loss:1.6349 aux_loss:0.0030 train_time:7268757ms step_avg:722.11ms
step:10077/40500 train_loss:1.6468 aux_loss:0.0030 train_time:7269479ms step_avg:722.11ms
step:10078/40500 train_loss:1.6184 aux_loss:0.0033 train_time:7270204ms step_avg:722.11ms
step:10079/40500 train_loss:1.7157 aux_loss:0.0032 train_time:7270927ms step_avg:722.11ms
step:10080/40500 train_loss:1.6986 aux_loss:0.0030 train_time:7271647ms step_avg:722.11ms
step:10081/40500 train_loss:1.6377 aux_loss:0.0030 train_time:7272369ms step_avg:722.11ms
step:10082/40500 train_loss:1.7019 aux_loss:0.0029 train_time:7273092ms step_avg:722.11ms
step:10083/40500 train_loss:1.6806 aux_loss:0.0030 train_time:7273814ms step_avg:722.11ms
step:10084/40500 train_loss:1.7007 aux_loss:0.0031 train_time:7274534ms step_avg:722.11ms
step:10085/40500 train_loss:1.5992 aux_loss:0.0028 train_time:7275257ms step_avg:722.11ms
step:10086/40500 train_loss:1.6916 aux_loss:0.0031 train_time:7275981ms step_avg:722.11ms
step:10087/40500 train_loss:1.6745 aux_loss:0.0029 train_time:7276705ms step_avg:722.11ms
step:10088/40500 train_loss:1.6920 aux_loss:0.0031 train_time:7277425ms step_avg:722.11ms
step:10089/40500 train_loss:1.6918 aux_loss:0.0029 train_time:7278145ms step_avg:722.11ms
step:10090/40500 train_loss:1.6732 aux_loss:0.0029 train_time:7278867ms step_avg:722.11ms
step:10091/40500 train_loss:1.6643 aux_loss:0.0030 train_time:7279589ms step_avg:722.11ms
step:10092/40500 train_loss:1.6890 aux_loss:0.0031 train_time:7280310ms step_avg:722.11ms
step:10093/40500 train_loss:1.7107 aux_loss:0.0030 train_time:7281034ms step_avg:722.11ms
step:10094/40500 train_loss:1.6351 aux_loss:0.0029 train_time:7281756ms step_avg:722.11ms
step:10095/40500 train_loss:1.6456 aux_loss:0.0032 train_time:7282476ms step_avg:722.11ms
step:10096/40500 train_loss:1.6794 aux_loss:0.0029 train_time:7283201ms step_avg:722.11ms
step:10097/40500 train_loss:1.6605 aux_loss:0.0029 train_time:7283923ms step_avg:722.11ms
step:10098/40500 train_loss:1.6687 aux_loss:0.0035 train_time:7284645ms step_avg:722.11ms
step:10099/40500 train_loss:1.6863 aux_loss:0.0031 train_time:7285368ms step_avg:722.11ms
step:10100/40500 train_loss:1.7175 aux_loss:0.0030 train_time:7286089ms step_avg:722.11ms
step:10101/40500 train_loss:1.6561 aux_loss:0.0027 train_time:7286810ms step_avg:722.11ms
step:10102/40500 train_loss:1.6449 aux_loss:0.0030 train_time:7287532ms step_avg:722.11ms
step:10103/40500 train_loss:1.6547 aux_loss:0.0031 train_time:7288255ms step_avg:722.11ms
step:10104/40500 train_loss:1.6882 aux_loss:0.0032 train_time:7288978ms step_avg:722.11ms
step:10105/40500 train_loss:1.6928 aux_loss:0.0030 train_time:7289699ms step_avg:722.11ms
step:10106/40500 train_loss:1.7075 aux_loss:0.0030 train_time:7290422ms step_avg:722.11ms
step:10107/40500 train_loss:1.6366 aux_loss:0.0030 train_time:7291141ms step_avg:722.11ms
step:10108/40500 train_loss:1.6934 aux_loss:0.0028 train_time:7291861ms step_avg:722.11ms
step:10109/40500 train_loss:1.6389 aux_loss:0.0029 train_time:7292580ms step_avg:722.11ms
step:10110/40500 train_loss:1.7076 aux_loss:0.0031 train_time:7293301ms step_avg:722.11ms
step:10111/40500 train_loss:1.6749 aux_loss:0.0030 train_time:7294022ms step_avg:722.11ms
step:10112/40500 train_loss:1.6938 aux_loss:0.0029 train_time:7294743ms step_avg:722.11ms
step:10113/40500 train_loss:1.6970 aux_loss:0.0031 train_time:7295465ms step_avg:722.11ms
step:10114/40500 train_loss:1.6677 aux_loss:0.0030 train_time:7296186ms step_avg:722.11ms
step:10115/40500 train_loss:1.6644 aux_loss:0.0030 train_time:7296907ms step_avg:722.11ms
step:10116/40500 train_loss:1.7179 aux_loss:0.0031 train_time:7297628ms step_avg:722.11ms
step:10117/40500 train_loss:1.6391 aux_loss:0.0034 train_time:7298350ms step_avg:722.11ms
step:10118/40500 train_loss:1.7637 aux_loss:0.0031 train_time:7299072ms step_avg:722.11ms
step:10119/40500 train_loss:1.6518 aux_loss:0.0030 train_time:7299796ms step_avg:722.11ms
step:10120/40500 train_loss:1.6581 aux_loss:0.0030 train_time:7300518ms step_avg:722.11ms
step:10121/40500 train_loss:1.6890 aux_loss:0.0028 train_time:7301239ms step_avg:722.11ms
step:10122/40500 train_loss:1.6932 aux_loss:0.0029 train_time:7301961ms step_avg:722.11ms
step:10123/40500 train_loss:1.6920 aux_loss:0.0032 train_time:7302682ms step_avg:722.11ms
step:10124/40500 train_loss:1.6860 aux_loss:0.0043 train_time:7303403ms step_avg:722.11ms
step:10125/40500 train_loss:1.6864 aux_loss:0.0032 train_time:7304126ms step_avg:722.11ms
step:10126/40500 train_loss:1.6858 aux_loss:0.0030 train_time:7304847ms step_avg:722.11ms
step:10127/40500 train_loss:1.6826 aux_loss:0.0033 train_time:7305573ms step_avg:722.11ms
step:10128/40500 train_loss:1.7232 aux_loss:0.0030 train_time:7306296ms step_avg:722.11ms
step:10129/40500 train_loss:1.7397 aux_loss:0.0031 train_time:7307016ms step_avg:722.11ms
step:10130/40500 train_loss:1.6600 aux_loss:0.0030 train_time:7307736ms step_avg:722.11ms
step:10131/40500 train_loss:1.6846 aux_loss:0.0029 train_time:7308456ms step_avg:722.11ms
step:10132/40500 train_loss:1.6874 aux_loss:0.0028 train_time:7309176ms step_avg:722.11ms
step:10133/40500 train_loss:1.6510 aux_loss:0.0028 train_time:7309896ms step_avg:722.11ms
step:10134/40500 train_loss:1.6663 aux_loss:0.0032 train_time:7310616ms step_avg:722.11ms
step:10135/40500 train_loss:1.7104 aux_loss:0.0032 train_time:7311336ms step_avg:722.11ms
step:10136/40500 train_loss:1.6430 aux_loss:0.0035 train_time:7312056ms step_avg:722.11ms
step:10137/40500 train_loss:1.6807 aux_loss:0.0029 train_time:7312777ms step_avg:722.11ms
step:10138/40500 train_loss:1.5967 aux_loss:0.0029 train_time:7313499ms step_avg:722.11ms
step:10139/40500 train_loss:1.6697 aux_loss:0.0030 train_time:7314220ms step_avg:722.11ms
step:10140/40500 train_loss:1.6811 aux_loss:0.0030 train_time:7314941ms step_avg:722.11ms
step:10141/40500 train_loss:1.6739 aux_loss:0.0030 train_time:7315664ms step_avg:722.11ms
step:10142/40500 train_loss:1.6754 aux_loss:0.0030 train_time:7316385ms step_avg:722.11ms
step:10143/40500 train_loss:1.6803 aux_loss:0.0031 train_time:7317108ms step_avg:722.11ms
step:10144/40500 train_loss:1.6550 aux_loss:0.0029 train_time:7317828ms step_avg:722.11ms
step:10145/40500 train_loss:1.6208 aux_loss:0.0030 train_time:7318550ms step_avg:722.11ms
step:10146/40500 train_loss:1.6858 aux_loss:0.0032 train_time:7319273ms step_avg:722.11ms
step:10147/40500 train_loss:1.6610 aux_loss:0.0028 train_time:7319993ms step_avg:722.11ms
step:10148/40500 train_loss:1.7062 aux_loss:0.0030 train_time:7320713ms step_avg:722.11ms
step:10149/40500 train_loss:1.6898 aux_loss:0.0029 train_time:7321435ms step_avg:722.11ms
step:10150/40500 train_loss:1.6304 aux_loss:0.0030 train_time:7322158ms step_avg:722.11ms
step:10151/40500 train_loss:1.7390 aux_loss:0.0031 train_time:7322879ms step_avg:722.11ms
step:10152/40500 train_loss:1.6817 aux_loss:0.0029 train_time:7323601ms step_avg:722.11ms
step:10153/40500 train_loss:1.7077 aux_loss:0.0029 train_time:7324329ms step_avg:722.11ms
step:10154/40500 train_loss:1.6394 aux_loss:0.0030 train_time:7325051ms step_avg:722.11ms
step:10155/40500 train_loss:1.7555 aux_loss:0.0032 train_time:7325772ms step_avg:722.11ms
step:10156/40500 train_loss:1.6998 aux_loss:0.0028 train_time:7326494ms step_avg:722.11ms
step:10157/40500 train_loss:1.6866 aux_loss:0.0030 train_time:7327216ms step_avg:722.11ms
step:10158/40500 train_loss:1.6830 aux_loss:0.0028 train_time:7327940ms step_avg:722.11ms
step:10159/40500 train_loss:1.6815 aux_loss:0.0031 train_time:7328665ms step_avg:722.11ms
step:10160/40500 train_loss:1.6529 aux_loss:0.0031 train_time:7329389ms step_avg:722.11ms
step:10161/40500 train_loss:1.6903 aux_loss:0.0031 train_time:7330111ms step_avg:722.11ms
step:10162/40500 train_loss:1.7100 aux_loss:0.0032 train_time:7330833ms step_avg:722.11ms
step:10163/40500 train_loss:1.6613 aux_loss:0.0030 train_time:7331556ms step_avg:722.11ms
step:10164/40500 train_loss:1.6214 aux_loss:0.0029 train_time:7332277ms step_avg:722.11ms
step:10165/40500 train_loss:1.7006 aux_loss:0.0028 train_time:7332999ms step_avg:722.11ms
step:10166/40500 train_loss:1.6814 aux_loss:0.0027 train_time:7333718ms step_avg:722.11ms
step:10167/40500 train_loss:1.7132 aux_loss:0.0028 train_time:7334440ms step_avg:722.11ms
step:10168/40500 train_loss:1.6984 aux_loss:0.0030 train_time:7335164ms step_avg:722.11ms
step:10169/40500 train_loss:1.7224 aux_loss:0.0030 train_time:7335888ms step_avg:722.11ms
step:10170/40500 train_loss:1.6606 aux_loss:0.0029 train_time:7336609ms step_avg:722.11ms
step:10171/40500 train_loss:1.6828 aux_loss:0.0030 train_time:7337329ms step_avg:722.11ms
step:10172/40500 train_loss:1.6916 aux_loss:0.0033 train_time:7338051ms step_avg:722.11ms
step:10173/40500 train_loss:1.7047 aux_loss:0.0031 train_time:7338773ms step_avg:722.11ms
step:10174/40500 train_loss:1.6672 aux_loss:0.0031 train_time:7339494ms step_avg:722.11ms
step:10175/40500 train_loss:1.6635 aux_loss:0.0033 train_time:7340217ms step_avg:722.11ms
step:10176/40500 train_loss:1.6912 aux_loss:0.0032 train_time:7340941ms step_avg:722.11ms
step:10177/40500 train_loss:1.7263 aux_loss:0.0031 train_time:7341663ms step_avg:722.11ms
step:10178/40500 train_loss:1.6396 aux_loss:0.0030 train_time:7342385ms step_avg:722.11ms
step:10179/40500 train_loss:1.6906 aux_loss:0.0030 train_time:7343107ms step_avg:722.11ms
step:10180/40500 train_loss:1.7082 aux_loss:0.0029 train_time:7343829ms step_avg:722.11ms
step:10181/40500 train_loss:1.6934 aux_loss:0.0030 train_time:7344551ms step_avg:722.11ms
step:10182/40500 train_loss:1.6343 aux_loss:0.0030 train_time:7345274ms step_avg:722.11ms
step:10183/40500 train_loss:1.6976 aux_loss:0.0033 train_time:7345997ms step_avg:722.11ms
step:10184/40500 train_loss:1.6461 aux_loss:0.0031 train_time:7346719ms step_avg:722.11ms
step:10185/40500 train_loss:1.6739 aux_loss:0.0030 train_time:7347444ms step_avg:722.11ms
step:10186/40500 train_loss:1.7206 aux_loss:0.0031 train_time:7348165ms step_avg:722.11ms
step:10187/40500 train_loss:1.6853 aux_loss:0.0031 train_time:7348885ms step_avg:722.11ms
step:10188/40500 train_loss:1.6254 aux_loss:0.0031 train_time:7349607ms step_avg:722.11ms
step:10189/40500 train_loss:1.7229 aux_loss:0.0030 train_time:7350328ms step_avg:722.11ms
step:10190/40500 train_loss:1.6639 aux_loss:0.0030 train_time:7351051ms step_avg:722.11ms
step:10191/40500 train_loss:1.7545 aux_loss:0.0032 train_time:7351773ms step_avg:722.11ms
step:10192/40500 train_loss:1.6781 aux_loss:0.0030 train_time:7352498ms step_avg:722.11ms
step:10193/40500 train_loss:1.6860 aux_loss:0.0030 train_time:7353220ms step_avg:722.11ms
step:10194/40500 train_loss:1.6721 aux_loss:0.0031 train_time:7353940ms step_avg:722.11ms
step:10195/40500 train_loss:1.7596 aux_loss:0.0034 train_time:7354662ms step_avg:722.11ms
step:10196/40500 train_loss:1.6676 aux_loss:0.0032 train_time:7355384ms step_avg:722.11ms
step:10197/40500 train_loss:1.6941 aux_loss:0.0033 train_time:7356105ms step_avg:722.11ms
step:10198/40500 train_loss:1.6891 aux_loss:0.0028 train_time:7356826ms step_avg:722.11ms
step:10199/40500 train_loss:1.6542 aux_loss:0.0030 train_time:7357548ms step_avg:722.11ms
step:10200/40500 train_loss:1.7457 aux_loss:0.0031 train_time:7358268ms step_avg:722.11ms
step:10201/40500 train_loss:1.6198 aux_loss:0.0030 train_time:7358993ms step_avg:722.11ms
step:10202/40500 train_loss:1.6856 aux_loss:0.0029 train_time:7359719ms step_avg:722.11ms
step:10203/40500 train_loss:1.6887 aux_loss:0.0029 train_time:7360441ms step_avg:722.11ms
step:10204/40500 train_loss:1.7276 aux_loss:0.0029 train_time:7361161ms step_avg:722.11ms
step:10205/40500 train_loss:1.7153 aux_loss:0.0030 train_time:7361883ms step_avg:722.11ms
step:10206/40500 train_loss:1.7166 aux_loss:0.0029 train_time:7362607ms step_avg:722.11ms
step:10207/40500 train_loss:1.6730 aux_loss:0.0029 train_time:7363328ms step_avg:722.11ms
step:10208/40500 train_loss:1.6369 aux_loss:0.0032 train_time:7364050ms step_avg:722.11ms
step:10209/40500 train_loss:1.6347 aux_loss:0.0030 train_time:7364775ms step_avg:722.11ms
step:10210/40500 train_loss:1.6587 aux_loss:0.0030 train_time:7365499ms step_avg:722.11ms
step:10211/40500 train_loss:1.6980 aux_loss:0.0031 train_time:7366219ms step_avg:722.11ms
step:10212/40500 train_loss:1.7357 aux_loss:0.0033 train_time:7366942ms step_avg:722.11ms
step:10213/40500 train_loss:1.6946 aux_loss:0.0030 train_time:7367665ms step_avg:722.11ms
step:10214/40500 train_loss:1.7295 aux_loss:0.0032 train_time:7368384ms step_avg:722.11ms
step:10215/40500 train_loss:1.6357 aux_loss:0.0036 train_time:7369105ms step_avg:722.11ms
step:10216/40500 train_loss:1.6781 aux_loss:0.0033 train_time:7369828ms step_avg:722.11ms
step:10217/40500 train_loss:1.6924 aux_loss:0.0029 train_time:7370551ms step_avg:722.11ms
step:10218/40500 train_loss:1.7003 aux_loss:0.0029 train_time:7371274ms step_avg:722.11ms
step:10219/40500 train_loss:1.6896 aux_loss:0.0028 train_time:7371996ms step_avg:722.11ms
step:10220/40500 train_loss:1.6554 aux_loss:0.0029 train_time:7372717ms step_avg:722.11ms
step:10221/40500 train_loss:1.6279 aux_loss:0.0033 train_time:7373439ms step_avg:722.11ms
step:10222/40500 train_loss:1.6221 aux_loss:0.0036 train_time:7374161ms step_avg:722.11ms
step:10223/40500 train_loss:1.7394 aux_loss:0.0031 train_time:7374882ms step_avg:722.11ms
step:10224/40500 train_loss:1.6408 aux_loss:0.0031 train_time:7375603ms step_avg:722.11ms
step:10225/40500 train_loss:1.6843 aux_loss:0.0031 train_time:7376327ms step_avg:722.11ms
step:10226/40500 train_loss:1.6879 aux_loss:0.0030 train_time:7377050ms step_avg:722.11ms
step:10227/40500 train_loss:1.6865 aux_loss:0.0029 train_time:7377774ms step_avg:722.11ms
step:10228/40500 train_loss:1.6658 aux_loss:0.0029 train_time:7378496ms step_avg:722.11ms
step:10229/40500 train_loss:1.6600 aux_loss:0.0031 train_time:7379215ms step_avg:722.11ms
step:10230/40500 train_loss:1.6619 aux_loss:0.0030 train_time:7379936ms step_avg:722.11ms
step:10231/40500 train_loss:1.6637 aux_loss:0.0033 train_time:7380658ms step_avg:722.11ms
step:10232/40500 train_loss:1.7021 aux_loss:0.0031 train_time:7381379ms step_avg:722.11ms
step:10233/40500 train_loss:1.6941 aux_loss:0.0031 train_time:7382100ms step_avg:722.11ms
step:10234/40500 train_loss:1.6830 aux_loss:0.0028 train_time:7382821ms step_avg:722.11ms
step:10235/40500 train_loss:1.6891 aux_loss:0.0031 train_time:7383542ms step_avg:722.11ms
step:10236/40500 train_loss:1.6353 aux_loss:0.0029 train_time:7384264ms step_avg:722.11ms
step:10237/40500 train_loss:1.5907 aux_loss:0.0028 train_time:7384988ms step_avg:722.11ms
step:10238/40500 train_loss:1.6605 aux_loss:0.0029 train_time:7385711ms step_avg:722.11ms
step:10239/40500 train_loss:1.6736 aux_loss:0.0030 train_time:7386433ms step_avg:722.11ms
step:10240/40500 train_loss:1.6076 aux_loss:0.0028 train_time:7387154ms step_avg:722.11ms
step:10241/40500 train_loss:1.6671 aux_loss:0.0031 train_time:7387876ms step_avg:722.11ms
step:10242/40500 train_loss:1.6775 aux_loss:0.0030 train_time:7388598ms step_avg:722.11ms
step:10243/40500 train_loss:1.7010 aux_loss:0.0031 train_time:7389319ms step_avg:722.11ms
step:10244/40500 train_loss:1.7386 aux_loss:0.0030 train_time:7390039ms step_avg:722.11ms
step:10245/40500 train_loss:1.6921 aux_loss:0.0029 train_time:7390763ms step_avg:722.11ms
step:10246/40500 train_loss:1.6099 aux_loss:0.0032 train_time:7391486ms step_avg:722.11ms
step:10247/40500 train_loss:1.7270 aux_loss:0.0031 train_time:7392208ms step_avg:722.11ms
step:10248/40500 train_loss:1.6436 aux_loss:0.0033 train_time:7392931ms step_avg:722.11ms
step:10249/40500 train_loss:1.6694 aux_loss:0.0032 train_time:7393652ms step_avg:722.11ms
step:10250/40500 train_loss:1.6804 aux_loss:0.0032 train_time:7394374ms step_avg:722.11ms
step:10251/40500 train_loss:1.7012 aux_loss:0.0031 train_time:7395095ms step_avg:722.11ms
step:10252/40500 train_loss:1.6904 aux_loss:0.0030 train_time:7395815ms step_avg:722.11ms
step:10253/40500 train_loss:1.6706 aux_loss:0.0029 train_time:7396534ms step_avg:722.11ms
step:10254/40500 train_loss:1.6246 aux_loss:0.0029 train_time:7397256ms step_avg:722.11ms
step:10255/40500 train_loss:1.6528 aux_loss:0.0029 train_time:7397979ms step_avg:722.11ms
step:10256/40500 train_loss:1.6454 aux_loss:0.0030 train_time:7398700ms step_avg:722.11ms
step:10257/40500 train_loss:1.6276 aux_loss:0.0031 train_time:7399422ms step_avg:722.11ms
step:10258/40500 train_loss:1.6639 aux_loss:0.0053 train_time:7400147ms step_avg:722.11ms
step:10259/40500 train_loss:1.6724 aux_loss:0.0030 train_time:7400870ms step_avg:722.11ms
step:10260/40500 train_loss:1.6712 aux_loss:0.0030 train_time:7401591ms step_avg:722.11ms
step:10261/40500 train_loss:1.6608 aux_loss:0.0029 train_time:7402314ms step_avg:722.11ms
step:10262/40500 train_loss:1.6785 aux_loss:0.0029 train_time:7403035ms step_avg:722.11ms
step:10263/40500 train_loss:1.6952 aux_loss:0.0031 train_time:7403753ms step_avg:722.11ms
step:10264/40500 train_loss:1.7075 aux_loss:0.0030 train_time:7404477ms step_avg:722.11ms
step:10265/40500 train_loss:1.7080 aux_loss:0.0028 train_time:7405202ms step_avg:722.11ms
step:10266/40500 train_loss:1.6838 aux_loss:0.0028 train_time:7405926ms step_avg:722.11ms
step:10267/40500 train_loss:1.6804 aux_loss:0.0028 train_time:7406648ms step_avg:722.11ms
step:10268/40500 train_loss:1.7142 aux_loss:0.0029 train_time:7407368ms step_avg:722.11ms
step:10269/40500 train_loss:1.6710 aux_loss:0.0028 train_time:7408090ms step_avg:722.11ms
step:10270/40500 train_loss:1.6582 aux_loss:0.0040 train_time:7408810ms step_avg:722.11ms
step:10271/40500 train_loss:1.6955 aux_loss:0.0030 train_time:7409530ms step_avg:722.11ms
step:10272/40500 train_loss:1.6871 aux_loss:0.0030 train_time:7410252ms step_avg:722.11ms
step:10273/40500 train_loss:1.6841 aux_loss:0.0029 train_time:7410977ms step_avg:722.11ms
step:10274/40500 train_loss:1.6752 aux_loss:0.0029 train_time:7411696ms step_avg:722.11ms
step:10275/40500 train_loss:1.7120 aux_loss:0.0032 train_time:7412420ms step_avg:722.11ms
step:10276/40500 train_loss:1.6863 aux_loss:0.0030 train_time:7413145ms step_avg:722.11ms
step:10277/40500 train_loss:1.6572 aux_loss:0.0030 train_time:7413865ms step_avg:722.11ms
step:10278/40500 train_loss:1.7032 aux_loss:0.0029 train_time:7414587ms step_avg:722.11ms
step:10279/40500 train_loss:1.6802 aux_loss:0.0030 train_time:7415309ms step_avg:722.11ms
step:10280/40500 train_loss:1.6904 aux_loss:0.0031 train_time:7416031ms step_avg:722.11ms
step:10281/40500 train_loss:1.6817 aux_loss:0.0031 train_time:7416752ms step_avg:722.11ms
step:10282/40500 train_loss:1.7160 aux_loss:0.0029 train_time:7417475ms step_avg:722.11ms
step:10283/40500 train_loss:1.7143 aux_loss:0.0030 train_time:7418202ms step_avg:722.11ms
step:10284/40500 train_loss:1.6301 aux_loss:0.0029 train_time:7418925ms step_avg:722.11ms
step:10285/40500 train_loss:1.6528 aux_loss:0.0035 train_time:7419644ms step_avg:722.11ms
step:10286/40500 train_loss:1.7071 aux_loss:0.0029 train_time:7420366ms step_avg:722.11ms
step:10287/40500 train_loss:1.7474 aux_loss:0.0030 train_time:7421089ms step_avg:722.11ms
step:10288/40500 train_loss:1.7582 aux_loss:0.0030 train_time:7421811ms step_avg:722.11ms
step:10289/40500 train_loss:1.6770 aux_loss:0.0031 train_time:7422533ms step_avg:722.11ms
step:10290/40500 train_loss:1.6300 aux_loss:0.0029 train_time:7423259ms step_avg:722.11ms
step:10291/40500 train_loss:1.6601 aux_loss:0.0030 train_time:7423983ms step_avg:722.11ms
step:10292/40500 train_loss:1.6827 aux_loss:0.0030 train_time:7424702ms step_avg:722.11ms
step:10293/40500 train_loss:1.6352 aux_loss:0.0030 train_time:7425423ms step_avg:722.11ms
step:10294/40500 train_loss:1.6654 aux_loss:0.0030 train_time:7426146ms step_avg:722.11ms
step:10295/40500 train_loss:1.6713 aux_loss:0.0029 train_time:7426867ms step_avg:722.11ms
step:10296/40500 train_loss:1.6244 aux_loss:0.0031 train_time:7427589ms step_avg:722.11ms
step:10297/40500 train_loss:1.6243 aux_loss:0.0029 train_time:7428312ms step_avg:722.11ms
step:10298/40500 train_loss:1.6460 aux_loss:0.0029 train_time:7429032ms step_avg:722.11ms
step:10299/40500 train_loss:1.7254 aux_loss:0.0031 train_time:7429752ms step_avg:722.11ms
step:10300/40500 train_loss:1.6539 aux_loss:0.0030 train_time:7430477ms step_avg:722.11ms
step:10301/40500 train_loss:1.7036 aux_loss:0.0031 train_time:7431201ms step_avg:722.11ms
step:10302/40500 train_loss:1.6714 aux_loss:0.0030 train_time:7431924ms step_avg:722.11ms
step:10303/40500 train_loss:1.7167 aux_loss:0.0031 train_time:7432647ms step_avg:722.11ms
step:10304/40500 train_loss:1.6567 aux_loss:0.0030 train_time:7433372ms step_avg:722.11ms
step:10305/40500 train_loss:1.6685 aux_loss:0.0029 train_time:7434094ms step_avg:722.11ms
step:10306/40500 train_loss:1.7377 aux_loss:0.0030 train_time:7434816ms step_avg:722.11ms
step:10307/40500 train_loss:1.6437 aux_loss:0.0030 train_time:7435538ms step_avg:722.11ms
step:10308/40500 train_loss:1.6639 aux_loss:0.0030 train_time:7436261ms step_avg:722.11ms
step:10309/40500 train_loss:1.7418 aux_loss:0.0029 train_time:7436983ms step_avg:722.11ms
step:10310/40500 train_loss:1.6762 aux_loss:0.0029 train_time:7437701ms step_avg:722.11ms
step:10311/40500 train_loss:1.6507 aux_loss:0.0031 train_time:7438423ms step_avg:722.11ms
step:10312/40500 train_loss:1.6310 aux_loss:0.0033 train_time:7439144ms step_avg:722.11ms
step:10313/40500 train_loss:1.7020 aux_loss:0.0030 train_time:7439868ms step_avg:722.11ms
step:10314/40500 train_loss:1.6470 aux_loss:0.0031 train_time:7440592ms step_avg:722.11ms
step:10315/40500 train_loss:1.6430 aux_loss:0.0032 train_time:7441315ms step_avg:722.11ms
step:10316/40500 train_loss:1.6861 aux_loss:0.0033 train_time:7442036ms step_avg:722.11ms
step:10317/40500 train_loss:1.6814 aux_loss:0.0029 train_time:7442757ms step_avg:722.11ms
step:10318/40500 train_loss:1.6183 aux_loss:0.0029 train_time:7443481ms step_avg:722.11ms
step:10319/40500 train_loss:1.6365 aux_loss:0.0029 train_time:7444203ms step_avg:722.11ms
step:10320/40500 train_loss:1.7371 aux_loss:0.0031 train_time:7444926ms step_avg:722.11ms
step:10321/40500 train_loss:1.7014 aux_loss:0.0030 train_time:7445649ms step_avg:722.11ms
step:10322/40500 train_loss:1.6732 aux_loss:0.0030 train_time:7446373ms step_avg:722.11ms
step:10323/40500 train_loss:1.6349 aux_loss:0.0029 train_time:7447095ms step_avg:722.11ms
step:10324/40500 train_loss:1.6870 aux_loss:0.0031 train_time:7447817ms step_avg:722.11ms
step:10325/40500 train_loss:1.6414 aux_loss:0.0032 train_time:7448539ms step_avg:722.11ms
step:10326/40500 train_loss:1.6457 aux_loss:0.0031 train_time:7449263ms step_avg:722.11ms
step:10327/40500 train_loss:1.7334 aux_loss:0.0031 train_time:7449985ms step_avg:722.11ms
step:10328/40500 train_loss:1.6566 aux_loss:0.0030 train_time:7450712ms step_avg:722.11ms
step:10329/40500 train_loss:1.6871 aux_loss:0.0030 train_time:7451434ms step_avg:722.11ms
step:10330/40500 train_loss:1.6112 aux_loss:0.0029 train_time:7452156ms step_avg:722.11ms
step:10331/40500 train_loss:1.7212 aux_loss:0.0030 train_time:7452879ms step_avg:722.11ms
step:10332/40500 train_loss:1.6098 aux_loss:0.0030 train_time:7453601ms step_avg:722.11ms
step:10333/40500 train_loss:1.7343 aux_loss:0.0034 train_time:7454324ms step_avg:722.11ms
step:10334/40500 train_loss:1.7080 aux_loss:0.0031 train_time:7455050ms step_avg:722.11ms
step:10335/40500 train_loss:1.6789 aux_loss:0.0030 train_time:7455774ms step_avg:722.11ms
step:10336/40500 train_loss:1.6600 aux_loss:0.0031 train_time:7456496ms step_avg:722.11ms
step:10337/40500 train_loss:1.6662 aux_loss:0.0030 train_time:7457217ms step_avg:722.11ms
step:10338/40500 train_loss:1.7143 aux_loss:0.0029 train_time:7457941ms step_avg:722.11ms
step:10339/40500 train_loss:1.7092 aux_loss:0.0033 train_time:7458663ms step_avg:722.11ms
step:10340/40500 train_loss:1.6701 aux_loss:0.0031 train_time:7459385ms step_avg:722.11ms
step:10341/40500 train_loss:1.6774 aux_loss:0.0031 train_time:7460108ms step_avg:722.11ms
step:10342/40500 train_loss:1.6754 aux_loss:0.0032 train_time:7460831ms step_avg:722.11ms
step:10343/40500 train_loss:1.6742 aux_loss:0.0029 train_time:7461551ms step_avg:722.11ms
step:10344/40500 train_loss:1.6547 aux_loss:0.0031 train_time:7462274ms step_avg:722.11ms
step:10345/40500 train_loss:1.7101 aux_loss:0.0030 train_time:7462995ms step_avg:722.11ms
step:10346/40500 train_loss:1.6628 aux_loss:0.0035 train_time:7463713ms step_avg:722.11ms
step:10347/40500 train_loss:1.6801 aux_loss:0.0031 train_time:7464435ms step_avg:722.11ms
step:10348/40500 train_loss:1.6469 aux_loss:0.0030 train_time:7465160ms step_avg:722.11ms
step:10349/40500 train_loss:1.7233 aux_loss:0.0031 train_time:7465882ms step_avg:722.11ms
step:10350/40500 train_loss:1.6883 aux_loss:0.0031 train_time:7466608ms step_avg:722.11ms
step:10351/40500 train_loss:1.7047 aux_loss:0.0029 train_time:7467332ms step_avg:722.11ms
step:10352/40500 train_loss:1.6754 aux_loss:0.0029 train_time:7468053ms step_avg:722.11ms
step:10353/40500 train_loss:1.6663 aux_loss:0.0030 train_time:7468774ms step_avg:722.11ms
step:10354/40500 train_loss:1.6512 aux_loss:0.0029 train_time:7469497ms step_avg:722.11ms
step:10355/40500 train_loss:1.6925 aux_loss:0.0030 train_time:7470219ms step_avg:722.11ms
step:10356/40500 train_loss:1.6946 aux_loss:0.0028 train_time:7470942ms step_avg:722.11ms
step:10357/40500 train_loss:1.7245 aux_loss:0.0031 train_time:7471669ms step_avg:722.11ms
step:10358/40500 train_loss:1.6803 aux_loss:0.0031 train_time:7472390ms step_avg:722.11ms
step:10359/40500 train_loss:1.6415 aux_loss:0.0031 train_time:7473110ms step_avg:722.11ms
step:10360/40500 train_loss:1.7047 aux_loss:0.0031 train_time:7473831ms step_avg:722.11ms
step:10361/40500 train_loss:1.6079 aux_loss:0.0031 train_time:7474554ms step_avg:722.11ms
step:10362/40500 train_loss:1.6703 aux_loss:0.0031 train_time:7475276ms step_avg:722.11ms
step:10363/40500 train_loss:1.6883 aux_loss:0.0030 train_time:7476000ms step_avg:722.11ms
step:10364/40500 train_loss:1.7024 aux_loss:0.0028 train_time:7476725ms step_avg:722.11ms
step:10365/40500 train_loss:1.6877 aux_loss:0.0031 train_time:7477448ms step_avg:722.11ms
step:10366/40500 train_loss:1.6837 aux_loss:0.0031 train_time:7478167ms step_avg:722.11ms
step:10367/40500 train_loss:1.7021 aux_loss:0.0031 train_time:7478889ms step_avg:722.11ms
step:10368/40500 train_loss:1.6350 aux_loss:0.0031 train_time:7479613ms step_avg:722.11ms
step:10369/40500 train_loss:1.7098 aux_loss:0.0030 train_time:7480334ms step_avg:722.11ms
step:10370/40500 train_loss:1.6989 aux_loss:0.0030 train_time:7481057ms step_avg:722.11ms
step:10371/40500 train_loss:1.6664 aux_loss:0.0028 train_time:7481783ms step_avg:722.11ms
step:10372/40500 train_loss:1.6240 aux_loss:0.0030 train_time:7482507ms step_avg:722.11ms
step:10373/40500 train_loss:1.6565 aux_loss:0.0031 train_time:7483228ms step_avg:722.11ms
step:10374/40500 train_loss:1.6913 aux_loss:0.0030 train_time:7483951ms step_avg:722.11ms
step:10375/40500 train_loss:1.6928 aux_loss:0.0029 train_time:7484674ms step_avg:722.11ms
step:10376/40500 train_loss:1.6815 aux_loss:0.0030 train_time:7485398ms step_avg:722.11ms
step:10377/40500 train_loss:1.6006 aux_loss:0.0029 train_time:7486123ms step_avg:722.11ms
step:10378/40500 train_loss:1.6877 aux_loss:0.0029 train_time:7486846ms step_avg:722.11ms
step:10379/40500 train_loss:1.6901 aux_loss:0.0029 train_time:7487568ms step_avg:722.11ms
step:10380/40500 train_loss:1.6622 aux_loss:0.0030 train_time:7488291ms step_avg:722.11ms
step:10381/40500 train_loss:1.6880 aux_loss:0.0032 train_time:7489014ms step_avg:722.11ms
step:10382/40500 train_loss:1.7038 aux_loss:0.0030 train_time:7489737ms step_avg:722.11ms
step:10383/40500 train_loss:1.6701 aux_loss:0.0030 train_time:7490462ms step_avg:722.11ms
step:10384/40500 train_loss:1.7026 aux_loss:0.0033 train_time:7491183ms step_avg:722.11ms
step:10385/40500 train_loss:1.6370 aux_loss:0.0032 train_time:7491904ms step_avg:722.11ms
step:10386/40500 train_loss:1.6558 aux_loss:0.0029 train_time:7492627ms step_avg:722.11ms
step:10387/40500 train_loss:1.7141 aux_loss:0.0028 train_time:7493350ms step_avg:722.11ms
step:10388/40500 train_loss:1.6625 aux_loss:0.0028 train_time:7494071ms step_avg:722.11ms
step:10389/40500 train_loss:1.6621 aux_loss:0.0029 train_time:7494794ms step_avg:722.11ms
step:10390/40500 train_loss:1.6618 aux_loss:0.0031 train_time:7495515ms step_avg:722.11ms
step:10391/40500 train_loss:1.6653 aux_loss:0.0030 train_time:7496235ms step_avg:722.11ms
step:10392/40500 train_loss:1.6135 aux_loss:0.0030 train_time:7496958ms step_avg:722.11ms
step:10393/40500 train_loss:1.6804 aux_loss:0.0031 train_time:7497682ms step_avg:722.11ms
step:10394/40500 train_loss:1.6496 aux_loss:0.0033 train_time:7498404ms step_avg:722.11ms
step:10395/40500 train_loss:1.6342 aux_loss:0.0031 train_time:7499125ms step_avg:722.11ms
step:10396/40500 train_loss:1.6456 aux_loss:0.0031 train_time:7499844ms step_avg:722.11ms
step:10397/40500 train_loss:1.6650 aux_loss:0.0030 train_time:7500564ms step_avg:722.11ms
step:10398/40500 train_loss:1.6673 aux_loss:0.0030 train_time:7501285ms step_avg:722.11ms
step:10399/40500 train_loss:1.6235 aux_loss:0.0031 train_time:7502007ms step_avg:722.11ms
step:10400/40500 train_loss:1.6152 aux_loss:0.0029 train_time:7502730ms step_avg:722.11ms
step:10401/40500 train_loss:1.6945 aux_loss:0.0030 train_time:7503452ms step_avg:722.11ms
step:10402/40500 train_loss:1.7352 aux_loss:0.0029 train_time:7504176ms step_avg:722.11ms
step:10403/40500 train_loss:1.6906 aux_loss:0.0028 train_time:7504900ms step_avg:722.11ms
step:10404/40500 train_loss:1.7182 aux_loss:0.0032 train_time:7505621ms step_avg:722.11ms
step:10405/40500 train_loss:1.6668 aux_loss:0.0031 train_time:7506342ms step_avg:722.11ms
step:10406/40500 train_loss:1.6435 aux_loss:0.0030 train_time:7507064ms step_avg:722.11ms
step:10407/40500 train_loss:1.6290 aux_loss:0.0028 train_time:7507786ms step_avg:722.11ms
step:10408/40500 train_loss:1.7449 aux_loss:0.0030 train_time:7508508ms step_avg:722.11ms
step:10409/40500 train_loss:1.6103 aux_loss:0.0031 train_time:7509232ms step_avg:722.11ms
step:10410/40500 train_loss:1.6483 aux_loss:0.0032 train_time:7509955ms step_avg:722.11ms
step:10411/40500 train_loss:1.6870 aux_loss:0.0032 train_time:7510677ms step_avg:722.11ms
step:10412/40500 train_loss:1.7013 aux_loss:0.0032 train_time:7511399ms step_avg:722.11ms
step:10413/40500 train_loss:1.7190 aux_loss:0.0033 train_time:7512119ms step_avg:722.11ms
step:10414/40500 train_loss:1.7498 aux_loss:0.0030 train_time:7512845ms step_avg:722.11ms
step:10415/40500 train_loss:1.6901 aux_loss:0.0031 train_time:7513564ms step_avg:722.11ms
step:10416/40500 train_loss:1.7105 aux_loss:0.0028 train_time:7514286ms step_avg:722.11ms
step:10417/40500 train_loss:1.6773 aux_loss:0.0029 train_time:7515009ms step_avg:722.11ms
step:10418/40500 train_loss:1.6917 aux_loss:0.0030 train_time:7515733ms step_avg:722.11ms
step:10419/40500 train_loss:1.6307 aux_loss:0.0030 train_time:7516455ms step_avg:722.11ms
step:10420/40500 train_loss:1.7021 aux_loss:0.0029 train_time:7517177ms step_avg:722.11ms
step:10421/40500 train_loss:1.6499 aux_loss:0.0029 train_time:7517900ms step_avg:722.11ms
step:10422/40500 train_loss:1.6819 aux_loss:0.0029 train_time:7518623ms step_avg:722.11ms
step:10423/40500 train_loss:1.6998 aux_loss:0.0041 train_time:7519346ms step_avg:722.11ms
step:10424/40500 train_loss:1.6563 aux_loss:0.0031 train_time:7520070ms step_avg:722.11ms
step:10425/40500 train_loss:1.6759 aux_loss:0.0029 train_time:7520795ms step_avg:722.11ms
step:10426/40500 train_loss:1.6812 aux_loss:0.0031 train_time:7521516ms step_avg:722.11ms
step:10427/40500 train_loss:1.6810 aux_loss:0.0033 train_time:7522236ms step_avg:722.11ms
step:10428/40500 train_loss:1.6482 aux_loss:0.0031 train_time:7522959ms step_avg:722.11ms
step:10429/40500 train_loss:1.6174 aux_loss:0.0028 train_time:7523682ms step_avg:722.11ms
step:10430/40500 train_loss:1.6991 aux_loss:0.0029 train_time:7524404ms step_avg:722.11ms
step:10431/40500 train_loss:1.6780 aux_loss:0.0029 train_time:7525128ms step_avg:722.11ms
step:10432/40500 train_loss:1.6425 aux_loss:0.0029 train_time:7525851ms step_avg:722.11ms
step:10433/40500 train_loss:1.6594 aux_loss:0.0030 train_time:7526573ms step_avg:722.11ms
step:10434/40500 train_loss:1.6938 aux_loss:0.0031 train_time:7527295ms step_avg:722.11ms
step:10435/40500 train_loss:1.7060 aux_loss:0.0032 train_time:7528018ms step_avg:722.11ms
step:10436/40500 train_loss:1.6880 aux_loss:0.0031 train_time:7528740ms step_avg:722.11ms
step:10437/40500 train_loss:1.6372 aux_loss:0.0031 train_time:7529463ms step_avg:722.11ms
step:10438/40500 train_loss:1.6187 aux_loss:0.0040 train_time:7530186ms step_avg:722.11ms
step:10439/40500 train_loss:1.6673 aux_loss:0.0032 train_time:7530911ms step_avg:722.11ms
step:10440/40500 train_loss:1.6787 aux_loss:0.0032 train_time:7531632ms step_avg:722.11ms
step:10441/40500 train_loss:1.6940 aux_loss:0.0030 train_time:7532354ms step_avg:722.11ms
step:10442/40500 train_loss:1.6730 aux_loss:0.0028 train_time:7533078ms step_avg:722.11ms
step:10443/40500 train_loss:1.6706 aux_loss:0.0033 train_time:7533801ms step_avg:722.11ms
step:10444/40500 train_loss:1.6092 aux_loss:0.0030 train_time:7534526ms step_avg:722.11ms
step:10445/40500 train_loss:1.7202 aux_loss:0.0029 train_time:7535251ms step_avg:722.11ms
step:10446/40500 train_loss:1.6564 aux_loss:0.0028 train_time:7535972ms step_avg:722.11ms
step:10447/40500 train_loss:1.6779 aux_loss:0.0029 train_time:7536693ms step_avg:722.11ms
step:10448/40500 train_loss:1.6933 aux_loss:0.0031 train_time:7537416ms step_avg:722.11ms
step:10449/40500 train_loss:1.6381 aux_loss:0.0029 train_time:7538140ms step_avg:722.11ms
step:10450/40500 train_loss:1.6496 aux_loss:0.0030 train_time:7538863ms step_avg:722.11ms
step:10451/40500 train_loss:1.7163 aux_loss:0.0029 train_time:7539588ms step_avg:722.11ms
step:10452/40500 train_loss:1.6556 aux_loss:0.0029 train_time:7540310ms step_avg:722.11ms
step:10453/40500 train_loss:1.6297 aux_loss:0.0029 train_time:7541032ms step_avg:722.11ms
step:10454/40500 train_loss:1.6484 aux_loss:0.0030 train_time:7541754ms step_avg:722.11ms
step:10455/40500 train_loss:1.7196 aux_loss:0.0030 train_time:7542477ms step_avg:722.11ms
step:10456/40500 train_loss:1.7290 aux_loss:0.0030 train_time:7543199ms step_avg:722.11ms
step:10457/40500 train_loss:1.6724 aux_loss:0.0030 train_time:7543923ms step_avg:722.11ms
step:10458/40500 train_loss:1.6530 aux_loss:0.0033 train_time:7544648ms step_avg:722.11ms
step:10459/40500 train_loss:1.6763 aux_loss:0.0031 train_time:7545370ms step_avg:722.11ms
step:10460/40500 train_loss:1.7237 aux_loss:0.0028 train_time:7546092ms step_avg:722.11ms
step:10461/40500 train_loss:1.6872 aux_loss:0.0028 train_time:7546814ms step_avg:722.11ms
step:10462/40500 train_loss:1.6428 aux_loss:0.0028 train_time:7547538ms step_avg:722.11ms
step:10463/40500 train_loss:1.6771 aux_loss:0.0029 train_time:7548262ms step_avg:722.11ms
step:10464/40500 train_loss:1.6294 aux_loss:0.0030 train_time:7548987ms step_avg:722.11ms
step:10465/40500 train_loss:1.6674 aux_loss:0.0030 train_time:7549709ms step_avg:722.11ms
step:10466/40500 train_loss:1.6797 aux_loss:0.0032 train_time:7550430ms step_avg:722.11ms
step:10467/40500 train_loss:1.6322 aux_loss:0.0030 train_time:7551153ms step_avg:722.11ms
step:10468/40500 train_loss:1.7135 aux_loss:0.0029 train_time:7551875ms step_avg:722.11ms
step:10469/40500 train_loss:1.6623 aux_loss:0.0030 train_time:7552599ms step_avg:722.11ms
step:10470/40500 train_loss:1.6501 aux_loss:0.0030 train_time:7553326ms step_avg:722.12ms
step:10471/40500 train_loss:1.7070 aux_loss:0.0029 train_time:7554049ms step_avg:722.12ms
step:10472/40500 train_loss:1.7022 aux_loss:0.0028 train_time:7554770ms step_avg:722.12ms
step:10473/40500 train_loss:1.6287 aux_loss:0.0029 train_time:7555493ms step_avg:722.12ms
step:10474/40500 train_loss:1.6975 aux_loss:0.0030 train_time:7556216ms step_avg:722.12ms
step:10475/40500 train_loss:1.6456 aux_loss:0.0039 train_time:7556941ms step_avg:722.12ms
step:10476/40500 train_loss:1.6730 aux_loss:0.0029 train_time:7557665ms step_avg:722.12ms
step:10477/40500 train_loss:1.6902 aux_loss:0.0030 train_time:7558386ms step_avg:722.12ms
step:10478/40500 train_loss:1.6619 aux_loss:0.0029 train_time:7559108ms step_avg:722.12ms
step:10479/40500 train_loss:1.7086 aux_loss:0.0030 train_time:7559831ms step_avg:722.12ms
step:10480/40500 train_loss:1.6431 aux_loss:0.0029 train_time:7560554ms step_avg:722.12ms
step:10481/40500 train_loss:1.6606 aux_loss:0.0032 train_time:7561278ms step_avg:722.12ms
step:10482/40500 train_loss:1.6671 aux_loss:0.0032 train_time:7562003ms step_avg:722.12ms
step:10483/40500 train_loss:1.6788 aux_loss:0.0031 train_time:7562725ms step_avg:722.12ms
step:10484/40500 train_loss:1.6602 aux_loss:0.0031 train_time:7563446ms step_avg:722.12ms
step:10485/40500 train_loss:1.7090 aux_loss:0.0032 train_time:7564168ms step_avg:722.12ms
step:10486/40500 train_loss:1.6868 aux_loss:0.0029 train_time:7564891ms step_avg:722.12ms
step:10487/40500 train_loss:1.6907 aux_loss:0.0033 train_time:7565614ms step_avg:722.12ms
step:10488/40500 train_loss:1.6567 aux_loss:0.0031 train_time:7566339ms step_avg:722.12ms
step:10489/40500 train_loss:1.6585 aux_loss:0.0029 train_time:7567062ms step_avg:722.12ms
step:10490/40500 train_loss:1.6793 aux_loss:0.0029 train_time:7567783ms step_avg:722.12ms
step:10491/40500 train_loss:1.6961 aux_loss:0.0032 train_time:7568505ms step_avg:722.12ms
step:10492/40500 train_loss:1.7076 aux_loss:0.0030 train_time:7569227ms step_avg:722.12ms
step:10493/40500 train_loss:1.6754 aux_loss:0.0031 train_time:7569949ms step_avg:722.12ms
step:10494/40500 train_loss:1.6683 aux_loss:0.0030 train_time:7570672ms step_avg:722.12ms
step:10495/40500 train_loss:1.6844 aux_loss:0.0035 train_time:7571399ms step_avg:722.12ms
step:10496/40500 train_loss:1.6625 aux_loss:0.0029 train_time:7572122ms step_avg:722.12ms
step:10497/40500 train_loss:1.7115 aux_loss:0.0029 train_time:7572843ms step_avg:722.12ms
step:10498/40500 train_loss:1.6993 aux_loss:0.0030 train_time:7573565ms step_avg:722.12ms
step:10499/40500 train_loss:1.6499 aux_loss:0.0031 train_time:7574288ms step_avg:722.12ms
step:10500/40500 train_loss:1.6520 aux_loss:0.0030 train_time:7575011ms step_avg:722.12ms
step:10501/40500 train_loss:1.7304 aux_loss:0.0028 train_time:7575734ms step_avg:722.12ms
step:10502/40500 train_loss:1.7343 aux_loss:0.0030 train_time:7576458ms step_avg:722.12ms
step:10503/40500 train_loss:1.7175 aux_loss:0.0031 train_time:7577180ms step_avg:722.12ms
step:10504/40500 train_loss:1.6142 aux_loss:0.0030 train_time:7577899ms step_avg:722.12ms
step:10505/40500 train_loss:1.6712 aux_loss:0.0030 train_time:7578620ms step_avg:722.12ms
step:10506/40500 train_loss:1.6792 aux_loss:0.0031 train_time:7579344ms step_avg:722.12ms
step:10507/40500 train_loss:1.6566 aux_loss:0.0031 train_time:7580066ms step_avg:722.12ms
step:10508/40500 train_loss:1.6659 aux_loss:0.0030 train_time:7580787ms step_avg:722.12ms
step:10509/40500 train_loss:1.6392 aux_loss:0.0030 train_time:7581512ms step_avg:722.12ms
step:10510/40500 train_loss:1.6731 aux_loss:0.0031 train_time:7582237ms step_avg:722.12ms
step:10511/40500 train_loss:1.6552 aux_loss:0.0031 train_time:7582958ms step_avg:722.12ms
step:10512/40500 train_loss:1.7312 aux_loss:0.0029 train_time:7583678ms step_avg:722.12ms
step:10513/40500 train_loss:1.6529 aux_loss:0.0029 train_time:7584401ms step_avg:722.12ms
step:10514/40500 train_loss:1.6795 aux_loss:0.0031 train_time:7585122ms step_avg:722.12ms
step:10515/40500 train_loss:1.6926 aux_loss:0.0032 train_time:7585841ms step_avg:722.12ms
step:10516/40500 train_loss:1.6420 aux_loss:0.0031 train_time:7586565ms step_avg:722.12ms
step:10517/40500 train_loss:1.7111 aux_loss:0.0030 train_time:7587288ms step_avg:722.12ms
step:10518/40500 train_loss:1.6435 aux_loss:0.0031 train_time:7588012ms step_avg:722.12ms
step:10519/40500 train_loss:1.7115 aux_loss:0.0030 train_time:7588733ms step_avg:722.12ms
step:10520/40500 train_loss:1.7054 aux_loss:0.0029 train_time:7589455ms step_avg:722.12ms
step:10521/40500 train_loss:1.5623 aux_loss:0.0029 train_time:7590177ms step_avg:722.12ms
step:10522/40500 train_loss:1.6684 aux_loss:0.0030 train_time:7590898ms step_avg:722.12ms
step:10523/40500 train_loss:1.7532 aux_loss:0.0029 train_time:7591621ms step_avg:722.12ms
step:10524/40500 train_loss:1.6958 aux_loss:0.0032 train_time:7592345ms step_avg:722.12ms
step:10525/40500 train_loss:1.6760 aux_loss:0.0029 train_time:7593066ms step_avg:722.12ms
step:10526/40500 train_loss:1.6597 aux_loss:0.0028 train_time:7593791ms step_avg:722.12ms
step:10527/40500 train_loss:1.6787 aux_loss:0.0028 train_time:7594514ms step_avg:722.12ms
step:10528/40500 train_loss:1.6819 aux_loss:0.0030 train_time:7595236ms step_avg:722.12ms
step:10529/40500 train_loss:1.6967 aux_loss:0.0038 train_time:7595958ms step_avg:722.12ms
step:10530/40500 train_loss:1.6735 aux_loss:0.0030 train_time:7596682ms step_avg:722.12ms
step:10531/40500 train_loss:1.6648 aux_loss:0.0031 train_time:7597404ms step_avg:722.12ms
step:10532/40500 train_loss:1.7133 aux_loss:0.0031 train_time:7598128ms step_avg:722.12ms
step:10533/40500 train_loss:1.6566 aux_loss:0.0028 train_time:7598852ms step_avg:722.12ms
step:10534/40500 train_loss:1.6109 aux_loss:0.0028 train_time:7599575ms step_avg:722.12ms
step:10535/40500 train_loss:1.6283 aux_loss:0.0029 train_time:7600295ms step_avg:722.12ms
step:10536/40500 train_loss:1.6571 aux_loss:0.0030 train_time:7601017ms step_avg:722.12ms
step:10537/40500 train_loss:1.6817 aux_loss:0.0029 train_time:7601736ms step_avg:722.12ms
step:10538/40500 train_loss:1.6820 aux_loss:0.0030 train_time:7602456ms step_avg:722.12ms
step:10539/40500 train_loss:1.6924 aux_loss:0.0030 train_time:7603180ms step_avg:722.12ms
step:10540/40500 train_loss:1.6970 aux_loss:0.0030 train_time:7603905ms step_avg:722.12ms
step:10541/40500 train_loss:1.6671 aux_loss:0.0038 train_time:7604627ms step_avg:722.12ms
step:10542/40500 train_loss:1.7410 aux_loss:0.0031 train_time:7605350ms step_avg:722.12ms
step:10543/40500 train_loss:1.7180 aux_loss:0.0031 train_time:7606071ms step_avg:722.12ms
step:10544/40500 train_loss:1.6660 aux_loss:0.0029 train_time:7606792ms step_avg:722.12ms
step:10545/40500 train_loss:1.7439 aux_loss:0.0031 train_time:7607514ms step_avg:722.12ms
step:10546/40500 train_loss:1.6667 aux_loss:0.0033 train_time:7608237ms step_avg:722.12ms
step:10547/40500 train_loss:1.6513 aux_loss:0.0034 train_time:7608959ms step_avg:722.12ms
step:10548/40500 train_loss:1.6434 aux_loss:0.0035 train_time:7609683ms step_avg:722.12ms
step:10549/40500 train_loss:1.6315 aux_loss:0.0032 train_time:7610409ms step_avg:722.12ms
step:10550/40500 train_loss:1.6832 aux_loss:0.0033 train_time:7611131ms step_avg:722.12ms
step:10551/40500 train_loss:1.6886 aux_loss:0.0029 train_time:7611853ms step_avg:722.12ms
step:10552/40500 train_loss:1.6748 aux_loss:0.0029 train_time:7612575ms step_avg:722.12ms
step:10553/40500 train_loss:1.6996 aux_loss:0.0031 train_time:7613297ms step_avg:722.12ms
step:10554/40500 train_loss:1.6721 aux_loss:0.0032 train_time:7614022ms step_avg:722.12ms
step:10555/40500 train_loss:1.6810 aux_loss:0.0038 train_time:7614748ms step_avg:722.12ms
step:10556/40500 train_loss:1.6179 aux_loss:0.0031 train_time:7615471ms step_avg:722.12ms
step:10557/40500 train_loss:1.7953 aux_loss:0.0032 train_time:7616193ms step_avg:722.12ms
step:10558/40500 train_loss:1.6839 aux_loss:0.0030 train_time:7616916ms step_avg:722.12ms
step:10559/40500 train_loss:1.7099 aux_loss:0.0030 train_time:7617639ms step_avg:722.12ms
step:10560/40500 train_loss:1.6649 aux_loss:0.0030 train_time:7618364ms step_avg:722.12ms
step:10561/40500 train_loss:1.6649 aux_loss:0.0031 train_time:7619088ms step_avg:722.12ms
step:10562/40500 train_loss:1.6611 aux_loss:0.0036 train_time:7619810ms step_avg:722.12ms
step:10563/40500 train_loss:1.7147 aux_loss:0.0032 train_time:7620532ms step_avg:722.12ms
step:10564/40500 train_loss:1.6922 aux_loss:0.0030 train_time:7621255ms step_avg:722.12ms
step:10565/40500 train_loss:1.6723 aux_loss:0.0029 train_time:7621978ms step_avg:722.12ms
step:10566/40500 train_loss:1.6796 aux_loss:0.0030 train_time:7622703ms step_avg:722.12ms
step:10567/40500 train_loss:1.6666 aux_loss:0.0031 train_time:7623427ms step_avg:722.12ms
step:10568/40500 train_loss:1.6667 aux_loss:0.0030 train_time:7624145ms step_avg:722.12ms
step:10569/40500 train_loss:1.6856 aux_loss:0.0030 train_time:7624867ms step_avg:722.12ms
step:10570/40500 train_loss:1.6694 aux_loss:0.0030 train_time:7625589ms step_avg:722.12ms
step:10571/40500 train_loss:1.6845 aux_loss:0.0030 train_time:7626312ms step_avg:722.12ms
step:10572/40500 train_loss:1.6673 aux_loss:0.0031 train_time:7627035ms step_avg:722.12ms
step:10573/40500 train_loss:1.6614 aux_loss:0.0031 train_time:7627760ms step_avg:722.12ms
step:10574/40500 train_loss:1.6613 aux_loss:0.0032 train_time:7628484ms step_avg:722.12ms
step:10575/40500 train_loss:1.6584 aux_loss:0.0033 train_time:7629207ms step_avg:722.12ms
step:10576/40500 train_loss:1.7170 aux_loss:0.0030 train_time:7629929ms step_avg:722.12ms
step:10577/40500 train_loss:1.6656 aux_loss:0.0030 train_time:7630651ms step_avg:722.12ms
step:10578/40500 train_loss:1.7053 aux_loss:0.0030 train_time:7631375ms step_avg:722.12ms
step:10579/40500 train_loss:1.6685 aux_loss:0.0030 train_time:7632100ms step_avg:722.12ms
step:10580/40500 train_loss:1.6800 aux_loss:0.0030 train_time:7632824ms step_avg:722.12ms
step:10581/40500 train_loss:1.6937 aux_loss:0.0030 train_time:7633546ms step_avg:722.12ms
step:10582/40500 train_loss:1.6334 aux_loss:0.0028 train_time:7634269ms step_avg:722.12ms
step:10583/40500 train_loss:1.7290 aux_loss:0.0028 train_time:7634992ms step_avg:722.12ms
step:10584/40500 train_loss:1.6622 aux_loss:0.0028 train_time:7635716ms step_avg:722.12ms
step:10585/40500 train_loss:1.6432 aux_loss:0.0029 train_time:7636440ms step_avg:722.12ms
step:10586/40500 train_loss:1.6865 aux_loss:0.0027 train_time:7637163ms step_avg:722.12ms
step:10587/40500 train_loss:1.6709 aux_loss:0.0031 train_time:7637885ms step_avg:722.12ms
step:10588/40500 train_loss:1.7140 aux_loss:0.0029 train_time:7638609ms step_avg:722.12ms
step:10589/40500 train_loss:1.6716 aux_loss:0.0030 train_time:7639331ms step_avg:722.12ms
step:10590/40500 train_loss:1.6718 aux_loss:0.0031 train_time:7640057ms step_avg:722.12ms
step:10591/40500 train_loss:1.6089 aux_loss:0.0034 train_time:7640781ms step_avg:722.12ms
step:10592/40500 train_loss:1.7260 aux_loss:0.0032 train_time:7641500ms step_avg:722.12ms
step:10593/40500 train_loss:1.6016 aux_loss:0.0031 train_time:7642223ms step_avg:722.12ms
step:10594/40500 train_loss:1.7196 aux_loss:0.0031 train_time:7642946ms step_avg:722.12ms
step:10595/40500 train_loss:1.6583 aux_loss:0.0030 train_time:7643667ms step_avg:722.12ms
step:10596/40500 train_loss:1.6756 aux_loss:0.0030 train_time:7644390ms step_avg:722.12ms
step:10597/40500 train_loss:1.7253 aux_loss:0.0031 train_time:7645114ms step_avg:722.12ms
step:10598/40500 train_loss:1.7074 aux_loss:0.0031 train_time:7645834ms step_avg:722.12ms
step:10599/40500 train_loss:1.7039 aux_loss:0.0030 train_time:7646557ms step_avg:722.12ms
step:10600/40500 train_loss:1.6677 aux_loss:0.0031 train_time:7647279ms step_avg:722.12ms
step:10601/40500 train_loss:1.6829 aux_loss:0.0030 train_time:7648000ms step_avg:722.12ms
step:10602/40500 train_loss:1.6413 aux_loss:0.0030 train_time:7648722ms step_avg:722.12ms
step:10603/40500 train_loss:1.6817 aux_loss:0.0030 train_time:7649443ms step_avg:722.12ms
step:10604/40500 train_loss:1.6965 aux_loss:0.0030 train_time:7650166ms step_avg:722.12ms
step:10605/40500 train_loss:1.6944 aux_loss:0.0030 train_time:7650889ms step_avg:722.12ms
step:10606/40500 train_loss:1.6383 aux_loss:0.0033 train_time:7651612ms step_avg:722.12ms
step:10607/40500 train_loss:1.6971 aux_loss:0.0031 train_time:7652337ms step_avg:722.12ms
step:10608/40500 train_loss:1.6928 aux_loss:0.0029 train_time:7653059ms step_avg:722.12ms
step:10609/40500 train_loss:1.6150 aux_loss:0.0027 train_time:7653781ms step_avg:722.12ms
step:10610/40500 train_loss:1.6577 aux_loss:0.0031 train_time:7654501ms step_avg:722.12ms
step:10611/40500 train_loss:1.6669 aux_loss:0.0031 train_time:7655221ms step_avg:722.12ms
step:10612/40500 train_loss:1.6126 aux_loss:0.0029 train_time:7655942ms step_avg:722.12ms
step:10613/40500 train_loss:1.6965 aux_loss:0.0033 train_time:7656665ms step_avg:722.12ms
step:10614/40500 train_loss:1.6191 aux_loss:0.0029 train_time:7657388ms step_avg:722.12ms
step:10615/40500 train_loss:1.6149 aux_loss:0.0031 train_time:7658112ms step_avg:722.12ms
step:10616/40500 train_loss:1.6482 aux_loss:0.0030 train_time:7658835ms step_avg:722.12ms
step:10617/40500 train_loss:1.7045 aux_loss:0.0029 train_time:7659554ms step_avg:722.12ms
step:10618/40500 train_loss:1.6914 aux_loss:0.0029 train_time:7660276ms step_avg:722.12ms
step:10619/40500 train_loss:1.6549 aux_loss:0.0030 train_time:7660999ms step_avg:722.12ms
step:10620/40500 train_loss:1.7017 aux_loss:0.0033 train_time:7661721ms step_avg:722.12ms
step:10621/40500 train_loss:1.7102 aux_loss:0.0033 train_time:7662444ms step_avg:722.12ms
step:10622/40500 train_loss:1.7557 aux_loss:0.0031 train_time:7663167ms step_avg:722.12ms
step:10623/40500 train_loss:1.6595 aux_loss:0.0037 train_time:7663888ms step_avg:722.12ms
step:10624/40500 train_loss:1.6274 aux_loss:0.0029 train_time:7664612ms step_avg:722.12ms
step:10625/40500 train_loss:1.6429 aux_loss:0.0052 train_time:7665335ms step_avg:722.12ms
step:10626/40500 train_loss:1.6229 aux_loss:0.0030 train_time:7666058ms step_avg:722.12ms
step:10627/40500 train_loss:1.7130 aux_loss:0.0029 train_time:7666782ms step_avg:722.12ms
step:10628/40500 train_loss:1.6766 aux_loss:0.0030 train_time:7667505ms step_avg:722.12ms
step:10629/40500 train_loss:1.7116 aux_loss:0.0030 train_time:7668228ms step_avg:722.12ms
step:10630/40500 train_loss:1.6540 aux_loss:0.0032 train_time:7668953ms step_avg:722.12ms
step:10631/40500 train_loss:1.6999 aux_loss:0.0029 train_time:7669674ms step_avg:722.12ms
step:10632/40500 train_loss:1.6724 aux_loss:0.0031 train_time:7670396ms step_avg:722.12ms
step:10633/40500 train_loss:1.6812 aux_loss:0.0029 train_time:7671120ms step_avg:722.12ms
step:10634/40500 train_loss:1.6583 aux_loss:0.0033 train_time:7671844ms step_avg:722.12ms
step:10635/40500 train_loss:1.7166 aux_loss:0.0028 train_time:7672567ms step_avg:722.12ms
step:10636/40500 train_loss:1.7117 aux_loss:0.0029 train_time:7673293ms step_avg:722.12ms
step:10637/40500 train_loss:1.6616 aux_loss:0.0029 train_time:7674014ms step_avg:722.12ms
step:10638/40500 train_loss:1.6395 aux_loss:0.0030 train_time:7674736ms step_avg:722.12ms
step:10639/40500 train_loss:1.6954 aux_loss:0.0030 train_time:7675459ms step_avg:722.12ms
step:10640/40500 train_loss:1.6719 aux_loss:0.0030 train_time:7676184ms step_avg:722.12ms
step:10641/40500 train_loss:1.6519 aux_loss:0.0030 train_time:7676906ms step_avg:722.12ms
step:10642/40500 train_loss:1.6584 aux_loss:0.0032 train_time:7677630ms step_avg:722.12ms
step:10643/40500 train_loss:1.6427 aux_loss:0.0032 train_time:7678352ms step_avg:722.12ms
step:10644/40500 train_loss:1.6313 aux_loss:0.0030 train_time:7679072ms step_avg:722.12ms
step:10645/40500 train_loss:1.7159 aux_loss:0.0031 train_time:7679793ms step_avg:722.12ms
step:10646/40500 train_loss:1.6324 aux_loss:0.0031 train_time:7680516ms step_avg:722.12ms
step:10647/40500 train_loss:1.6122 aux_loss:0.0030 train_time:7681240ms step_avg:722.12ms
step:10648/40500 train_loss:1.6892 aux_loss:0.0034 train_time:7681960ms step_avg:722.12ms
step:10649/40500 train_loss:1.6483 aux_loss:0.0028 train_time:7682684ms step_avg:722.12ms
step:10650/40500 train_loss:1.6029 aux_loss:0.0032 train_time:7683410ms step_avg:722.12ms
step:10651/40500 train_loss:1.7227 aux_loss:0.0030 train_time:7684131ms step_avg:722.12ms
step:10652/40500 train_loss:1.6727 aux_loss:0.0030 train_time:7684852ms step_avg:722.12ms
step:10653/40500 train_loss:1.6367 aux_loss:0.0029 train_time:7685575ms step_avg:722.12ms
step:10654/40500 train_loss:1.7388 aux_loss:0.0031 train_time:7686293ms step_avg:722.12ms
step:10655/40500 train_loss:1.6736 aux_loss:0.0030 train_time:7687016ms step_avg:722.12ms
step:10656/40500 train_loss:1.6815 aux_loss:0.0030 train_time:7687741ms step_avg:722.12ms
step:10657/40500 train_loss:1.6699 aux_loss:0.0030 train_time:7688466ms step_avg:722.13ms
step:10658/40500 train_loss:1.6481 aux_loss:0.0030 train_time:7689189ms step_avg:722.13ms
step:10659/40500 train_loss:1.6404 aux_loss:0.0031 train_time:7689912ms step_avg:722.13ms
step:10660/40500 train_loss:1.6273 aux_loss:0.0031 train_time:7690636ms step_avg:722.13ms
step:10661/40500 train_loss:1.7127 aux_loss:0.0030 train_time:7691359ms step_avg:722.13ms
step:10662/40500 train_loss:1.6507 aux_loss:0.0031 train_time:7692083ms step_avg:722.13ms
step:10663/40500 train_loss:1.6523 aux_loss:0.0030 train_time:7692807ms step_avg:722.13ms
step:10664/40500 train_loss:1.6724 aux_loss:0.0030 train_time:7693528ms step_avg:722.13ms
step:10665/40500 train_loss:1.6934 aux_loss:0.0031 train_time:7694250ms step_avg:722.13ms
step:10666/40500 train_loss:1.7029 aux_loss:0.0029 train_time:7694973ms step_avg:722.13ms
step:10667/40500 train_loss:1.6341 aux_loss:0.0029 train_time:7695696ms step_avg:722.13ms
step:10668/40500 train_loss:1.7690 aux_loss:0.0028 train_time:7696421ms step_avg:722.13ms
step:10669/40500 train_loss:1.6864 aux_loss:0.0030 train_time:7697146ms step_avg:722.13ms
step:10670/40500 train_loss:1.6863 aux_loss:0.0030 train_time:7697867ms step_avg:722.13ms
step:10671/40500 train_loss:1.6872 aux_loss:0.0030 train_time:7698589ms step_avg:722.13ms
step:10672/40500 train_loss:1.6138 aux_loss:0.0031 train_time:7699315ms step_avg:722.13ms
step:10673/40500 train_loss:1.7503 aux_loss:0.0030 train_time:7700038ms step_avg:722.13ms
step:10674/40500 train_loss:1.6704 aux_loss:0.0032 train_time:7700763ms step_avg:722.13ms
step:10675/40500 train_loss:1.6403 aux_loss:0.0030 train_time:7701485ms step_avg:722.13ms
step:10676/40500 train_loss:1.7170 aux_loss:0.0029 train_time:7702207ms step_avg:722.13ms
step:10677/40500 train_loss:1.6429 aux_loss:0.0031 train_time:7702929ms step_avg:722.13ms
step:10678/40500 train_loss:1.7234 aux_loss:0.0029 train_time:7703652ms step_avg:722.13ms
step:10679/40500 train_loss:1.7176 aux_loss:0.0027 train_time:7704375ms step_avg:722.13ms
step:10680/40500 train_loss:1.6699 aux_loss:0.0031 train_time:7705099ms step_avg:722.13ms
step:10681/40500 train_loss:1.6384 aux_loss:0.0031 train_time:7705823ms step_avg:722.13ms
step:10682/40500 train_loss:1.6752 aux_loss:0.0029 train_time:7706545ms step_avg:722.13ms
step:10683/40500 train_loss:1.7349 aux_loss:0.0029 train_time:7707267ms step_avg:722.13ms
step:10684/40500 train_loss:1.6830 aux_loss:0.0030 train_time:7707989ms step_avg:722.13ms
step:10685/40500 train_loss:1.6027 aux_loss:0.0030 train_time:7708712ms step_avg:722.13ms
step:10686/40500 train_loss:1.6391 aux_loss:0.0029 train_time:7709436ms step_avg:722.13ms
step:10687/40500 train_loss:1.6433 aux_loss:0.0029 train_time:7710162ms step_avg:722.13ms
step:10688/40500 train_loss:1.7055 aux_loss:0.0029 train_time:7710883ms step_avg:722.13ms
step:10689/40500 train_loss:1.6893 aux_loss:0.0028 train_time:7711605ms step_avg:722.13ms
step:10690/40500 train_loss:1.6504 aux_loss:0.0030 train_time:7712328ms step_avg:722.13ms
step:10691/40500 train_loss:1.6873 aux_loss:0.0030 train_time:7713051ms step_avg:722.13ms
step:10692/40500 train_loss:1.6365 aux_loss:0.0030 train_time:7713773ms step_avg:722.13ms
step:10693/40500 train_loss:1.6217 aux_loss:0.0031 train_time:7714498ms step_avg:722.13ms
step:10694/40500 train_loss:1.6747 aux_loss:0.0028 train_time:7715221ms step_avg:722.13ms
step:10695/40500 train_loss:1.7067 aux_loss:0.0028 train_time:7715941ms step_avg:722.13ms
step:10696/40500 train_loss:1.6392 aux_loss:0.0029 train_time:7716661ms step_avg:722.13ms
step:10697/40500 train_loss:1.6363 aux_loss:0.0036 train_time:7717383ms step_avg:722.13ms
step:10698/40500 train_loss:1.7258 aux_loss:0.0030 train_time:7718105ms step_avg:722.13ms
step:10699/40500 train_loss:1.7085 aux_loss:0.0033 train_time:7718828ms step_avg:722.13ms
step:10700/40500 train_loss:1.7010 aux_loss:0.0030 train_time:7719553ms step_avg:722.13ms
step:10701/40500 train_loss:1.6820 aux_loss:0.0028 train_time:7720279ms step_avg:722.13ms
step:10702/40500 train_loss:1.6334 aux_loss:0.0029 train_time:7720999ms step_avg:722.13ms
step:10703/40500 train_loss:1.6805 aux_loss:0.0032 train_time:7721720ms step_avg:722.13ms
step:10704/40500 train_loss:1.6959 aux_loss:0.0031 train_time:7722443ms step_avg:722.13ms
step:10705/40500 train_loss:1.7197 aux_loss:0.0031 train_time:7723166ms step_avg:722.13ms
step:10706/40500 train_loss:1.7336 aux_loss:0.0034 train_time:7723890ms step_avg:722.13ms
step:10707/40500 train_loss:1.6981 aux_loss:0.0030 train_time:7724614ms step_avg:722.13ms
step:10708/40500 train_loss:1.7036 aux_loss:0.0027 train_time:7725337ms step_avg:722.13ms
step:10709/40500 train_loss:1.6877 aux_loss:0.0029 train_time:7726059ms step_avg:722.13ms
step:10710/40500 train_loss:1.7193 aux_loss:0.0030 train_time:7726781ms step_avg:722.13ms
step:10711/40500 train_loss:1.6437 aux_loss:0.0030 train_time:7727505ms step_avg:722.13ms
step:10712/40500 train_loss:1.7144 aux_loss:0.0030 train_time:7728228ms step_avg:722.13ms
step:10713/40500 train_loss:1.6866 aux_loss:0.0031 train_time:7728954ms step_avg:722.13ms
step:10714/40500 train_loss:1.6759 aux_loss:0.0031 train_time:7729677ms step_avg:722.13ms
step:10715/40500 train_loss:1.7102 aux_loss:0.0029 train_time:7730398ms step_avg:722.13ms
step:10716/40500 train_loss:1.7087 aux_loss:0.0029 train_time:7731121ms step_avg:722.13ms
step:10717/40500 train_loss:1.6660 aux_loss:0.0031 train_time:7731844ms step_avg:722.13ms
step:10718/40500 train_loss:1.6666 aux_loss:0.0032 train_time:7732566ms step_avg:722.13ms
step:10719/40500 train_loss:1.6932 aux_loss:0.0031 train_time:7733292ms step_avg:722.13ms
step:10720/40500 train_loss:1.6640 aux_loss:0.0035 train_time:7734016ms step_avg:722.13ms
step:10721/40500 train_loss:1.6526 aux_loss:0.0032 train_time:7734738ms step_avg:722.13ms
step:10722/40500 train_loss:1.6489 aux_loss:0.0031 train_time:7735458ms step_avg:722.13ms
step:10723/40500 train_loss:1.6742 aux_loss:0.0030 train_time:7736182ms step_avg:722.13ms
step:10724/40500 train_loss:1.6252 aux_loss:0.0031 train_time:7736905ms step_avg:722.13ms
step:10725/40500 train_loss:1.6214 aux_loss:0.0031 train_time:7737626ms step_avg:722.13ms
step:10726/40500 train_loss:1.7110 aux_loss:0.0030 train_time:7738354ms step_avg:722.13ms
step:10727/40500 train_loss:1.6742 aux_loss:0.0031 train_time:7739075ms step_avg:722.13ms
step:10728/40500 train_loss:1.6508 aux_loss:0.0030 train_time:7739797ms step_avg:722.13ms
step:10729/40500 train_loss:1.6468 aux_loss:0.0029 train_time:7740519ms step_avg:722.13ms
step:10730/40500 train_loss:1.6307 aux_loss:0.0029 train_time:7741242ms step_avg:722.13ms
step:10731/40500 train_loss:1.6526 aux_loss:0.0029 train_time:7741966ms step_avg:722.13ms
step:10732/40500 train_loss:1.7204 aux_loss:0.0029 train_time:7742691ms step_avg:722.13ms
step:10733/40500 train_loss:1.6763 aux_loss:0.0031 train_time:7743413ms step_avg:722.13ms
step:10734/40500 train_loss:1.6965 aux_loss:0.0031 train_time:7744136ms step_avg:722.13ms
step:10735/40500 train_loss:1.6506 aux_loss:0.0029 train_time:7744860ms step_avg:722.13ms
step:10736/40500 train_loss:1.6793 aux_loss:0.0029 train_time:7745583ms step_avg:722.13ms
step:10737/40500 train_loss:1.6436 aux_loss:0.0031 train_time:7746306ms step_avg:722.13ms
step:10738/40500 train_loss:1.7258 aux_loss:0.0032 train_time:7747031ms step_avg:722.13ms
step:10739/40500 train_loss:1.6943 aux_loss:0.0033 train_time:7747752ms step_avg:722.13ms
step:10740/40500 train_loss:1.6266 aux_loss:0.0029 train_time:7748474ms step_avg:722.13ms
step:10741/40500 train_loss:1.6675 aux_loss:0.0029 train_time:7749198ms step_avg:722.13ms
step:10742/40500 train_loss:1.6595 aux_loss:0.0029 train_time:7749920ms step_avg:722.13ms
step:10743/40500 train_loss:1.6625 aux_loss:0.0030 train_time:7750643ms step_avg:722.13ms
step:10744/40500 train_loss:1.7082 aux_loss:0.0030 train_time:7751366ms step_avg:722.13ms
step:10745/40500 train_loss:1.6404 aux_loss:0.0031 train_time:7752085ms step_avg:722.13ms
step:10746/40500 train_loss:1.6847 aux_loss:0.0030 train_time:7752808ms step_avg:722.13ms
step:10747/40500 train_loss:1.6575 aux_loss:0.0031 train_time:7753530ms step_avg:722.13ms
step:10748/40500 train_loss:1.6156 aux_loss:0.0035 train_time:7754251ms step_avg:722.13ms
step:10749/40500 train_loss:1.6513 aux_loss:0.0032 train_time:7754973ms step_avg:722.13ms
step:10750/40500 train_loss:1.7357 aux_loss:0.0031 train_time:7755696ms step_avg:722.13ms
step:10751/40500 train_loss:1.7236 aux_loss:0.0031 train_time:7756419ms step_avg:722.13ms
step:10752/40500 train_loss:1.6737 aux_loss:0.0032 train_time:7757143ms step_avg:722.13ms
step:10753/40500 train_loss:1.6424 aux_loss:0.0032 train_time:7757867ms step_avg:722.13ms
step:10754/40500 train_loss:1.6485 aux_loss:0.0031 train_time:7758590ms step_avg:722.13ms
step:10755/40500 train_loss:1.6642 aux_loss:0.0032 train_time:7759313ms step_avg:722.13ms
step:10756/40500 train_loss:1.6904 aux_loss:0.0029 train_time:7760036ms step_avg:722.13ms
step:10757/40500 train_loss:1.6613 aux_loss:0.0028 train_time:7760759ms step_avg:722.13ms
step:10758/40500 train_loss:1.6628 aux_loss:0.0031 train_time:7761485ms step_avg:722.13ms
step:10759/40500 train_loss:1.6542 aux_loss:0.0032 train_time:7762208ms step_avg:722.13ms
step:10760/40500 train_loss:1.7120 aux_loss:0.0036 train_time:7762929ms step_avg:722.13ms
step:10761/40500 train_loss:1.6054 aux_loss:0.0030 train_time:7763654ms step_avg:722.13ms
step:10762/40500 train_loss:1.7237 aux_loss:0.0030 train_time:7764376ms step_avg:722.13ms
step:10763/40500 train_loss:1.6520 aux_loss:0.0031 train_time:7765099ms step_avg:722.13ms
step:10764/40500 train_loss:1.6711 aux_loss:0.0031 train_time:7765824ms step_avg:722.13ms
step:10765/40500 train_loss:1.6725 aux_loss:0.0029 train_time:7766546ms step_avg:722.13ms
step:10766/40500 train_loss:1.7320 aux_loss:0.0029 train_time:7767267ms step_avg:722.13ms
step:10767/40500 train_loss:1.6462 aux_loss:0.0028 train_time:7767989ms step_avg:722.13ms
step:10768/40500 train_loss:1.6767 aux_loss:0.0032 train_time:7768709ms step_avg:722.13ms
step:10769/40500 train_loss:1.7017 aux_loss:0.0029 train_time:7769431ms step_avg:722.13ms
step:10770/40500 train_loss:1.7321 aux_loss:0.0031 train_time:7770153ms step_avg:722.13ms
step:10771/40500 train_loss:1.6659 aux_loss:0.0029 train_time:7770878ms step_avg:722.13ms
step:10772/40500 train_loss:1.7639 aux_loss:0.0030 train_time:7771603ms step_avg:722.13ms
step:10773/40500 train_loss:1.6965 aux_loss:0.0031 train_time:7772327ms step_avg:722.13ms
step:10774/40500 train_loss:1.6813 aux_loss:0.0031 train_time:7773048ms step_avg:722.13ms
step:10775/40500 train_loss:1.6777 aux_loss:0.0031 train_time:7773773ms step_avg:722.13ms
step:10776/40500 train_loss:1.6259 aux_loss:0.0031 train_time:7774499ms step_avg:722.13ms
step:10777/40500 train_loss:1.6251 aux_loss:0.0029 train_time:7775223ms step_avg:722.13ms
step:10778/40500 train_loss:1.6835 aux_loss:0.0030 train_time:7775945ms step_avg:722.13ms
step:10779/40500 train_loss:1.7197 aux_loss:0.0033 train_time:7776669ms step_avg:722.13ms
step:10780/40500 train_loss:1.6168 aux_loss:0.0028 train_time:7777390ms step_avg:722.13ms
step:10781/40500 train_loss:1.6856 aux_loss:0.0030 train_time:7778114ms step_avg:722.13ms
step:10782/40500 train_loss:1.6712 aux_loss:0.0030 train_time:7778839ms step_avg:722.14ms
step:10783/40500 train_loss:1.6767 aux_loss:0.0033 train_time:7779562ms step_avg:722.14ms
step:10784/40500 train_loss:1.5933 aux_loss:0.0030 train_time:7780283ms step_avg:722.14ms
step:10785/40500 train_loss:1.6485 aux_loss:0.0030 train_time:7781005ms step_avg:722.14ms
step:10786/40500 train_loss:1.6114 aux_loss:0.0029 train_time:7781729ms step_avg:722.14ms
step:10787/40500 train_loss:1.6383 aux_loss:0.0029 train_time:7782452ms step_avg:722.14ms
step:10788/40500 train_loss:1.6969 aux_loss:0.0029 train_time:7783177ms step_avg:722.14ms
step:10789/40500 train_loss:1.6651 aux_loss:0.0030 train_time:7783901ms step_avg:722.14ms
step:10790/40500 train_loss:1.6933 aux_loss:0.0031 train_time:7784623ms step_avg:722.14ms
step:10791/40500 train_loss:1.6439 aux_loss:0.0030 train_time:7785345ms step_avg:722.14ms
step:10792/40500 train_loss:1.6361 aux_loss:0.0032 train_time:7786066ms step_avg:722.14ms
step:10793/40500 train_loss:1.7287 aux_loss:0.0030 train_time:7786789ms step_avg:722.14ms
step:10794/40500 train_loss:1.6330 aux_loss:0.0030 train_time:7787512ms step_avg:722.14ms
step:10795/40500 train_loss:1.6696 aux_loss:0.0030 train_time:7788238ms step_avg:722.14ms
step:10796/40500 train_loss:1.6867 aux_loss:0.0030 train_time:7788961ms step_avg:722.14ms
step:10797/40500 train_loss:1.6640 aux_loss:0.0029 train_time:7789683ms step_avg:722.14ms
step:10798/40500 train_loss:1.6383 aux_loss:0.0030 train_time:7790407ms step_avg:722.14ms
step:10799/40500 train_loss:1.6278 aux_loss:0.0031 train_time:7791130ms step_avg:722.14ms
step:10800/40500 train_loss:1.7102 aux_loss:0.0030 train_time:7791853ms step_avg:722.14ms
step:10801/40500 train_loss:1.6743 aux_loss:0.0029 train_time:7792576ms step_avg:722.14ms
step:10802/40500 train_loss:1.6697 aux_loss:0.0028 train_time:7793298ms step_avg:722.14ms
step:10803/40500 train_loss:1.7137 aux_loss:0.0030 train_time:7794019ms step_avg:722.14ms
step:10804/40500 train_loss:1.7294 aux_loss:0.0030 train_time:7794741ms step_avg:722.14ms
step:10805/40500 train_loss:1.6597 aux_loss:0.0033 train_time:7795465ms step_avg:722.14ms
step:10806/40500 train_loss:1.7635 aux_loss:0.0028 train_time:7796189ms step_avg:722.14ms
step:10807/40500 train_loss:1.6956 aux_loss:0.0033 train_time:7796914ms step_avg:722.14ms
step:10808/40500 train_loss:1.6228 aux_loss:0.0030 train_time:7797638ms step_avg:722.14ms
step:10809/40500 train_loss:1.6201 aux_loss:0.0030 train_time:7798359ms step_avg:722.14ms
step:10810/40500 train_loss:1.6325 aux_loss:0.0031 train_time:7799081ms step_avg:722.14ms
step:10811/40500 train_loss:1.6385 aux_loss:0.0031 train_time:7799803ms step_avg:722.14ms
step:10812/40500 train_loss:1.5904 aux_loss:0.0032 train_time:7800525ms step_avg:722.14ms
step:10813/40500 train_loss:1.6576 aux_loss:0.0030 train_time:7801249ms step_avg:722.14ms
step:10814/40500 train_loss:1.7413 aux_loss:0.0028 train_time:7801975ms step_avg:722.14ms
step:10815/40500 train_loss:1.6044 aux_loss:0.0030 train_time:7802697ms step_avg:722.14ms
step:10816/40500 train_loss:1.7102 aux_loss:0.0029 train_time:7803419ms step_avg:722.14ms
step:10817/40500 train_loss:1.6213 aux_loss:0.0028 train_time:7804142ms step_avg:722.14ms
step:10818/40500 train_loss:1.6381 aux_loss:0.0028 train_time:7804866ms step_avg:722.14ms
step:10819/40500 train_loss:1.7155 aux_loss:0.0030 train_time:7805590ms step_avg:722.14ms
step:10820/40500 train_loss:1.6662 aux_loss:0.0034 train_time:7806314ms step_avg:722.14ms
step:10821/40500 train_loss:1.6629 aux_loss:0.0030 train_time:7807036ms step_avg:722.14ms
step:10822/40500 train_loss:1.6753 aux_loss:0.0030 train_time:7807758ms step_avg:722.14ms
step:10823/40500 train_loss:1.6185 aux_loss:0.0030 train_time:7808481ms step_avg:722.14ms
step:10824/40500 train_loss:1.7171 aux_loss:0.0031 train_time:7809204ms step_avg:722.14ms
step:10825/40500 train_loss:1.7408 aux_loss:0.0032 train_time:7809928ms step_avg:722.14ms
step:10826/40500 train_loss:1.6705 aux_loss:0.0032 train_time:7810651ms step_avg:722.14ms
step:10827/40500 train_loss:1.6642 aux_loss:0.0029 train_time:7811374ms step_avg:722.14ms
step:10828/40500 train_loss:1.6443 aux_loss:0.0029 train_time:7812095ms step_avg:722.14ms
step:10829/40500 train_loss:1.6873 aux_loss:0.0030 train_time:7812814ms step_avg:722.14ms
step:10830/40500 train_loss:1.6480 aux_loss:0.0032 train_time:7813536ms step_avg:722.14ms
step:10831/40500 train_loss:1.6801 aux_loss:0.0030 train_time:7814260ms step_avg:722.14ms
step:10832/40500 train_loss:1.6723 aux_loss:0.0031 train_time:7814982ms step_avg:722.14ms
step:10833/40500 train_loss:1.6577 aux_loss:0.0030 train_time:7815708ms step_avg:722.14ms
step:10834/40500 train_loss:1.7188 aux_loss:0.0029 train_time:7816432ms step_avg:722.14ms
step:10835/40500 train_loss:1.6908 aux_loss:0.0029 train_time:7817150ms step_avg:722.14ms
step:10836/40500 train_loss:1.7013 aux_loss:0.0030 train_time:7817872ms step_avg:722.14ms
step:10837/40500 train_loss:1.6642 aux_loss:0.0029 train_time:7818595ms step_avg:722.14ms
step:10838/40500 train_loss:1.6086 aux_loss:0.0028 train_time:7819317ms step_avg:722.14ms
step:10839/40500 train_loss:1.6900 aux_loss:0.0030 train_time:7820038ms step_avg:722.14ms
step:10840/40500 train_loss:1.7081 aux_loss:0.0028 train_time:7820762ms step_avg:722.14ms
step:10841/40500 train_loss:1.6807 aux_loss:0.0028 train_time:7821482ms step_avg:722.14ms
step:10842/40500 train_loss:1.7080 aux_loss:0.0030 train_time:7822206ms step_avg:722.14ms
step:10843/40500 train_loss:1.6703 aux_loss:0.0032 train_time:7822929ms step_avg:722.14ms
step:10844/40500 train_loss:1.5963 aux_loss:0.0032 train_time:7823650ms step_avg:722.14ms
step:10845/40500 train_loss:1.7089 aux_loss:0.0029 train_time:7824370ms step_avg:722.14ms
step:10846/40500 train_loss:1.7004 aux_loss:0.0031 train_time:7825092ms step_avg:722.14ms
step:10847/40500 train_loss:1.6760 aux_loss:0.0032 train_time:7825812ms step_avg:722.14ms
step:10848/40500 train_loss:1.6739 aux_loss:0.0032 train_time:7826531ms step_avg:722.14ms
step:10849/40500 train_loss:1.7030 aux_loss:0.0030 train_time:7827253ms step_avg:722.14ms
step:10850/40500 train_loss:1.7072 aux_loss:0.0029 train_time:7827976ms step_avg:722.14ms
step:10851/40500 train_loss:1.6806 aux_loss:0.0033 train_time:7828699ms step_avg:722.14ms
step:10852/40500 train_loss:1.6267 aux_loss:0.0029 train_time:7829422ms step_avg:722.14ms
step:10853/40500 train_loss:1.7066 aux_loss:0.0030 train_time:7830146ms step_avg:722.14ms
step:10854/40500 train_loss:1.7032 aux_loss:0.0027 train_time:7830868ms step_avg:722.14ms
step:10855/40500 train_loss:1.6556 aux_loss:0.0030 train_time:7831591ms step_avg:722.14ms
step:10856/40500 train_loss:1.6829 aux_loss:0.0030 train_time:7832313ms step_avg:722.14ms
step:10857/40500 train_loss:1.6350 aux_loss:0.0029 train_time:7833036ms step_avg:722.14ms
step:10858/40500 train_loss:1.6857 aux_loss:0.0028 train_time:7833759ms step_avg:722.14ms
step:10859/40500 train_loss:1.6945 aux_loss:0.0030 train_time:7834485ms step_avg:722.14ms
step:10860/40500 train_loss:1.6728 aux_loss:0.0030 train_time:7835210ms step_avg:722.14ms
step:10861/40500 train_loss:1.6334 aux_loss:0.0031 train_time:7835931ms step_avg:722.14ms
step:10862/40500 train_loss:1.7218 aux_loss:0.0033 train_time:7836654ms step_avg:722.14ms
step:10863/40500 train_loss:1.6470 aux_loss:0.0029 train_time:7837376ms step_avg:722.14ms
step:10864/40500 train_loss:1.7094 aux_loss:0.0031 train_time:7838099ms step_avg:722.14ms
step:10865/40500 train_loss:1.6872 aux_loss:0.0029 train_time:7838824ms step_avg:722.14ms
step:10866/40500 train_loss:1.6695 aux_loss:0.0029 train_time:7839546ms step_avg:722.14ms
step:10867/40500 train_loss:1.7163 aux_loss:0.0029 train_time:7840268ms step_avg:722.14ms
step:10868/40500 train_loss:1.6511 aux_loss:0.0032 train_time:7840989ms step_avg:722.14ms
step:10869/40500 train_loss:1.6545 aux_loss:0.0028 train_time:7841710ms step_avg:722.14ms
step:10870/40500 train_loss:1.6829 aux_loss:0.0030 train_time:7842431ms step_avg:722.14ms
step:10871/40500 train_loss:1.6224 aux_loss:0.0030 train_time:7843153ms step_avg:722.14ms
step:10872/40500 train_loss:1.7180 aux_loss:0.0030 train_time:7843877ms step_avg:722.14ms
step:10873/40500 train_loss:1.6587 aux_loss:0.0031 train_time:7844603ms step_avg:722.14ms
step:10874/40500 train_loss:1.6705 aux_loss:0.0034 train_time:7845326ms step_avg:722.14ms
step:10875/40500 train_loss:1.6896 aux_loss:0.0030 train_time:7846047ms step_avg:722.14ms
step:10876/40500 train_loss:1.6848 aux_loss:0.0030 train_time:7846768ms step_avg:722.14ms
step:10877/40500 train_loss:1.7039 aux_loss:0.0031 train_time:7847490ms step_avg:722.14ms
step:10878/40500 train_loss:1.6552 aux_loss:0.0032 train_time:7848212ms step_avg:722.14ms
step:10879/40500 train_loss:1.6396 aux_loss:0.0030 train_time:7848938ms step_avg:722.14ms
step:10880/40500 train_loss:1.6587 aux_loss:0.0030 train_time:7849662ms step_avg:722.14ms
step:10881/40500 train_loss:1.6963 aux_loss:0.0031 train_time:7850384ms step_avg:722.14ms
step:10882/40500 train_loss:1.6354 aux_loss:0.0029 train_time:7851104ms step_avg:722.14ms
step:10883/40500 train_loss:1.6347 aux_loss:0.0031 train_time:7851827ms step_avg:722.14ms
step:10884/40500 train_loss:1.6500 aux_loss:0.0029 train_time:7852549ms step_avg:722.14ms
step:10885/40500 train_loss:1.6592 aux_loss:0.0030 train_time:7853273ms step_avg:722.14ms
step:10886/40500 train_loss:1.6411 aux_loss:0.0028 train_time:7853998ms step_avg:722.14ms
step:10887/40500 train_loss:1.6730 aux_loss:0.0030 train_time:7854720ms step_avg:722.14ms
step:10888/40500 train_loss:1.6276 aux_loss:0.0032 train_time:7855441ms step_avg:722.14ms
step:10889/40500 train_loss:1.6165 aux_loss:0.0029 train_time:7856164ms step_avg:722.14ms
step:10890/40500 train_loss:1.6693 aux_loss:0.0030 train_time:7856885ms step_avg:722.14ms
step:10891/40500 train_loss:1.6834 aux_loss:0.0030 train_time:7857606ms step_avg:722.14ms
step:10892/40500 train_loss:1.7318 aux_loss:0.0030 train_time:7858328ms step_avg:722.14ms
step:10893/40500 train_loss:1.6658 aux_loss:0.0030 train_time:7859053ms step_avg:722.14ms
step:10894/40500 train_loss:1.6614 aux_loss:0.0029 train_time:7859778ms step_avg:722.14ms
step:10895/40500 train_loss:1.7066 aux_loss:0.0030 train_time:7860500ms step_avg:722.14ms
step:10896/40500 train_loss:1.7169 aux_loss:0.0028 train_time:7861220ms step_avg:722.14ms
step:10897/40500 train_loss:1.6681 aux_loss:0.0029 train_time:7861941ms step_avg:722.14ms
step:10898/40500 train_loss:1.6361 aux_loss:0.0031 train_time:7862663ms step_avg:722.14ms
step:10899/40500 train_loss:1.6502 aux_loss:0.0031 train_time:7863386ms step_avg:722.14ms
step:10900/40500 train_loss:1.6095 aux_loss:0.0030 train_time:7864110ms step_avg:722.14ms
step:10901/40500 train_loss:1.6811 aux_loss:0.0030 train_time:7864835ms step_avg:722.14ms
step:10902/40500 train_loss:1.6907 aux_loss:0.0031 train_time:7865559ms step_avg:722.14ms
step:10903/40500 train_loss:1.6202 aux_loss:0.0031 train_time:7866278ms step_avg:722.14ms
step:10904/40500 train_loss:1.6810 aux_loss:0.0030 train_time:7866999ms step_avg:722.14ms
step:10905/40500 train_loss:1.6907 aux_loss:0.0029 train_time:7867723ms step_avg:722.14ms
step:10906/40500 train_loss:1.7016 aux_loss:0.0030 train_time:7868445ms step_avg:722.14ms
step:10907/40500 train_loss:1.6549 aux_loss:0.0030 train_time:7869170ms step_avg:722.14ms
step:10908/40500 train_loss:1.6158 aux_loss:0.0030 train_time:7869897ms step_avg:722.14ms
step:10909/40500 train_loss:1.5930 aux_loss:0.0030 train_time:7870617ms step_avg:722.14ms
step:10910/40500 train_loss:1.6984 aux_loss:0.0031 train_time:7871339ms step_avg:722.14ms
step:10911/40500 train_loss:1.6380 aux_loss:0.0031 train_time:7872062ms step_avg:722.14ms
step:10912/40500 train_loss:1.6423 aux_loss:0.0031 train_time:7872785ms step_avg:722.14ms
step:10913/40500 train_loss:1.6902 aux_loss:0.0030 train_time:7873509ms step_avg:722.14ms
step:10914/40500 train_loss:1.6546 aux_loss:0.0030 train_time:7874235ms step_avg:722.14ms
step:10915/40500 train_loss:1.6232 aux_loss:0.0029 train_time:7874958ms step_avg:722.14ms
step:10916/40500 train_loss:1.6947 aux_loss:0.0030 train_time:7875682ms step_avg:722.14ms
step:10917/40500 train_loss:1.7001 aux_loss:0.0033 train_time:7876406ms step_avg:722.14ms
step:10918/40500 train_loss:1.6923 aux_loss:0.0031 train_time:7877130ms step_avg:722.14ms
step:10919/40500 train_loss:1.6426 aux_loss:0.0028 train_time:7877854ms step_avg:722.14ms
step:10920/40500 train_loss:1.7457 aux_loss:0.0029 train_time:7878574ms step_avg:722.14ms
step:10921/40500 train_loss:1.6739 aux_loss:0.0032 train_time:7879295ms step_avg:722.14ms
step:10922/40500 train_loss:1.6914 aux_loss:0.0030 train_time:7880016ms step_avg:722.14ms
step:10923/40500 train_loss:1.6529 aux_loss:0.0031 train_time:7880738ms step_avg:722.14ms
step:10924/40500 train_loss:1.6429 aux_loss:0.0030 train_time:7881461ms step_avg:722.14ms
step:10925/40500 train_loss:1.6586 aux_loss:0.0030 train_time:7882184ms step_avg:722.14ms
step:10926/40500 train_loss:1.6726 aux_loss:0.0029 train_time:7882910ms step_avg:722.14ms
step:10927/40500 train_loss:1.7052 aux_loss:0.0031 train_time:7883634ms step_avg:722.14ms
step:10928/40500 train_loss:1.6241 aux_loss:0.0031 train_time:7884355ms step_avg:722.14ms
step:10929/40500 train_loss:1.6478 aux_loss:0.0032 train_time:7885078ms step_avg:722.14ms
step:10930/40500 train_loss:1.6917 aux_loss:0.0032 train_time:7885800ms step_avg:722.14ms
step:10931/40500 train_loss:1.6749 aux_loss:0.0031 train_time:7886523ms step_avg:722.14ms
step:10932/40500 train_loss:1.6459 aux_loss:0.0028 train_time:7887249ms step_avg:722.14ms
step:10933/40500 train_loss:1.7071 aux_loss:0.0029 train_time:7887972ms step_avg:722.14ms
step:10934/40500 train_loss:1.6345 aux_loss:0.0028 train_time:7888693ms step_avg:722.14ms
step:10935/40500 train_loss:1.6366 aux_loss:0.0029 train_time:7889416ms step_avg:722.14ms
step:10936/40500 train_loss:1.7034 aux_loss:0.0030 train_time:7890140ms step_avg:722.14ms
step:10937/40500 train_loss:1.7223 aux_loss:0.0031 train_time:7890865ms step_avg:722.14ms
step:10938/40500 train_loss:1.6335 aux_loss:0.0033 train_time:7891590ms step_avg:722.14ms
step:10939/40500 train_loss:1.6448 aux_loss:0.0029 train_time:7892310ms step_avg:722.14ms
step:10940/40500 train_loss:1.7161 aux_loss:0.0036 train_time:7893031ms step_avg:722.14ms
step:10941/40500 train_loss:1.6595 aux_loss:0.0029 train_time:7893754ms step_avg:722.14ms
step:10942/40500 train_loss:1.5933 aux_loss:0.0029 train_time:7894476ms step_avg:722.14ms
step:10943/40500 train_loss:1.6876 aux_loss:0.0029 train_time:7895198ms step_avg:722.14ms
step:10944/40500 train_loss:1.6611 aux_loss:0.0031 train_time:7895921ms step_avg:722.14ms
step:10945/40500 train_loss:1.6586 aux_loss:0.0030 train_time:7896641ms step_avg:722.14ms
step:10946/40500 train_loss:1.6563 aux_loss:0.0031 train_time:7897364ms step_avg:722.14ms
step:10947/40500 train_loss:1.6686 aux_loss:0.0031 train_time:7898087ms step_avg:722.14ms
step:10948/40500 train_loss:1.6983 aux_loss:0.0032 train_time:7898811ms step_avg:722.14ms
step:10949/40500 train_loss:1.6423 aux_loss:0.0029 train_time:7899533ms step_avg:722.14ms
step:10950/40500 train_loss:1.6287 aux_loss:0.0030 train_time:7900256ms step_avg:722.14ms
step:10951/40500 train_loss:1.7019 aux_loss:0.0032 train_time:7900980ms step_avg:722.14ms
step:10952/40500 train_loss:1.6494 aux_loss:0.0031 train_time:7901704ms step_avg:722.14ms
step:10953/40500 train_loss:1.6148 aux_loss:0.0031 train_time:7902428ms step_avg:722.14ms
step:10954/40500 train_loss:1.7089 aux_loss:0.0030 train_time:7903150ms step_avg:722.14ms
step:10955/40500 train_loss:1.6619 aux_loss:0.0032 train_time:7903872ms step_avg:722.14ms
step:10956/40500 train_loss:1.6430 aux_loss:0.0030 train_time:7904594ms step_avg:722.14ms
step:10957/40500 train_loss:1.6943 aux_loss:0.0031 train_time:7905317ms step_avg:722.14ms
step:10958/40500 train_loss:1.6728 aux_loss:0.0031 train_time:7906041ms step_avg:722.14ms
step:10959/40500 train_loss:1.6779 aux_loss:0.0031 train_time:7906766ms step_avg:722.15ms
step:10960/40500 train_loss:1.6503 aux_loss:0.0032 train_time:7907488ms step_avg:722.15ms
step:10961/40500 train_loss:1.6522 aux_loss:0.0031 train_time:7908210ms step_avg:722.15ms
step:10962/40500 train_loss:1.6950 aux_loss:0.0030 train_time:7908933ms step_avg:722.15ms
step:10963/40500 train_loss:1.7310 aux_loss:0.0032 train_time:7909657ms step_avg:722.15ms
step:10964/40500 train_loss:1.6162 aux_loss:0.0033 train_time:7910381ms step_avg:722.15ms
step:10965/40500 train_loss:1.6844 aux_loss:0.0034 train_time:7911106ms step_avg:722.15ms
step:10966/40500 train_loss:1.6868 aux_loss:0.0032 train_time:7911829ms step_avg:722.15ms
step:10967/40500 train_loss:1.7317 aux_loss:0.0031 train_time:7912552ms step_avg:722.15ms
step:10968/40500 train_loss:1.6777 aux_loss:0.0029 train_time:7913276ms step_avg:722.15ms
step:10969/40500 train_loss:1.6042 aux_loss:0.0030 train_time:7913998ms step_avg:722.15ms
step:10970/40500 train_loss:1.6275 aux_loss:0.0033 train_time:7914721ms step_avg:722.15ms
step:10971/40500 train_loss:1.6546 aux_loss:0.0033 train_time:7915444ms step_avg:722.15ms
step:10972/40500 train_loss:1.7028 aux_loss:0.0031 train_time:7916167ms step_avg:722.15ms
step:10973/40500 train_loss:1.7169 aux_loss:0.0030 train_time:7916889ms step_avg:722.15ms
step:10974/40500 train_loss:1.6877 aux_loss:0.0032 train_time:7917614ms step_avg:722.15ms
step:10975/40500 train_loss:1.6297 aux_loss:0.0030 train_time:7918336ms step_avg:722.15ms
step:10976/40500 train_loss:1.6780 aux_loss:0.0030 train_time:7919059ms step_avg:722.15ms
step:10977/40500 train_loss:1.6492 aux_loss:0.0028 train_time:7919781ms step_avg:722.15ms
step:10978/40500 train_loss:1.6816 aux_loss:0.0030 train_time:7920504ms step_avg:722.15ms
step:10979/40500 train_loss:1.6880 aux_loss:0.0029 train_time:7921224ms step_avg:722.15ms
step:10980/40500 train_loss:1.6342 aux_loss:0.0030 train_time:7921946ms step_avg:722.15ms
step:10981/40500 train_loss:1.6738 aux_loss:0.0028 train_time:7922666ms step_avg:722.15ms
step:10982/40500 train_loss:1.6601 aux_loss:0.0049 train_time:7923387ms step_avg:722.15ms
step:10983/40500 train_loss:1.7397 aux_loss:0.0030 train_time:7924109ms step_avg:722.15ms
step:10984/40500 train_loss:1.6413 aux_loss:0.0029 train_time:7924834ms step_avg:722.15ms
step:10985/40500 train_loss:1.6942 aux_loss:0.0027 train_time:7925560ms step_avg:722.15ms
step:10986/40500 train_loss:1.6406 aux_loss:0.0029 train_time:7926283ms step_avg:722.15ms
step:10987/40500 train_loss:1.6945 aux_loss:0.0030 train_time:7927006ms step_avg:722.15ms
step:10988/40500 train_loss:1.7315 aux_loss:0.0029 train_time:7927729ms step_avg:722.15ms
step:10989/40500 train_loss:1.6573 aux_loss:0.0027 train_time:7928453ms step_avg:722.15ms
step:10990/40500 train_loss:1.6596 aux_loss:0.0029 train_time:7929175ms step_avg:722.15ms
step:10991/40500 train_loss:1.6556 aux_loss:0.0033 train_time:7929899ms step_avg:722.15ms
step:10992/40500 train_loss:1.6406 aux_loss:0.0030 train_time:7930621ms step_avg:722.15ms
step:10993/40500 train_loss:1.6813 aux_loss:0.0030 train_time:7931343ms step_avg:722.15ms
step:10994/40500 train_loss:1.6287 aux_loss:0.0030 train_time:7932064ms step_avg:722.15ms
step:10995/40500 train_loss:1.6889 aux_loss:0.0034 train_time:7932787ms step_avg:722.15ms
step:10996/40500 train_loss:1.6993 aux_loss:0.0031 train_time:7933508ms step_avg:722.15ms
step:10997/40500 train_loss:1.6381 aux_loss:0.0029 train_time:7934232ms step_avg:722.15ms
step:10998/40500 train_loss:1.6155 aux_loss:0.0030 train_time:7934957ms step_avg:722.15ms
step:10999/40500 train_loss:1.6612 aux_loss:0.0046 train_time:7935678ms step_avg:722.15ms
step:11000/40500 train_loss:1.6393 aux_loss:0.0031 train_time:7936400ms step_avg:722.15ms
step:11001/40500 train_loss:1.6315 aux_loss:0.0031 train_time:7937123ms step_avg:722.15ms
step:11002/40500 train_loss:1.7014 aux_loss:0.0031 train_time:7937845ms step_avg:722.15ms
step:11003/40500 train_loss:1.6685 aux_loss:0.0031 train_time:7938567ms step_avg:722.15ms
step:11004/40500 train_loss:1.6280 aux_loss:0.0030 train_time:7939292ms step_avg:722.15ms
step:11005/40500 train_loss:1.6898 aux_loss:0.0027 train_time:7940016ms step_avg:722.15ms
step:11006/40500 train_loss:1.6524 aux_loss:0.0032 train_time:7940738ms step_avg:722.15ms
step:11007/40500 train_loss:1.6427 aux_loss:0.0030 train_time:7941459ms step_avg:722.15ms
step:11008/40500 train_loss:1.6743 aux_loss:0.0030 train_time:7942182ms step_avg:722.15ms
step:11009/40500 train_loss:1.6685 aux_loss:0.0030 train_time:7942905ms step_avg:722.15ms
step:11010/40500 train_loss:1.6501 aux_loss:0.0030 train_time:7943628ms step_avg:722.15ms
step:11011/40500 train_loss:1.6394 aux_loss:0.0030 train_time:7944352ms step_avg:722.15ms
step:11012/40500 train_loss:1.6254 aux_loss:0.0029 train_time:7945078ms step_avg:722.15ms
step:11013/40500 train_loss:1.6304 aux_loss:0.0030 train_time:7945799ms step_avg:722.15ms
step:11014/40500 train_loss:1.6558 aux_loss:0.0029 train_time:7946520ms step_avg:722.15ms
step:11015/40500 train_loss:1.7632 aux_loss:0.0032 train_time:7947247ms step_avg:722.15ms
step:11016/40500 train_loss:1.7007 aux_loss:0.0032 train_time:7947972ms step_avg:722.15ms
step:11017/40500 train_loss:1.6762 aux_loss:0.0030 train_time:7948693ms step_avg:722.15ms
step:11018/40500 train_loss:1.6914 aux_loss:0.0029 train_time:7949412ms step_avg:722.15ms
step:11019/40500 train_loss:1.6368 aux_loss:0.0030 train_time:7950136ms step_avg:722.15ms
step:11020/40500 train_loss:1.6533 aux_loss:0.0028 train_time:7950858ms step_avg:722.15ms
step:11021/40500 train_loss:1.6921 aux_loss:0.0030 train_time:7951580ms step_avg:722.15ms
step:11022/40500 train_loss:1.6499 aux_loss:0.0029 train_time:7952303ms step_avg:722.15ms
step:11023/40500 train_loss:1.7255 aux_loss:0.0029 train_time:7953029ms step_avg:722.15ms
step:11024/40500 train_loss:1.6479 aux_loss:0.0031 train_time:7953751ms step_avg:722.15ms
step:11025/40500 train_loss:1.6877 aux_loss:0.0030 train_time:7954473ms step_avg:722.15ms
step:11026/40500 train_loss:1.6656 aux_loss:0.0032 train_time:7955195ms step_avg:722.15ms
step:11027/40500 train_loss:1.5971 aux_loss:0.0030 train_time:7955918ms step_avg:722.15ms
step:11028/40500 train_loss:1.6289 aux_loss:0.0031 train_time:7956640ms step_avg:722.15ms
step:11029/40500 train_loss:1.6888 aux_loss:0.0031 train_time:7957364ms step_avg:722.15ms
step:11030/40500 train_loss:1.7149 aux_loss:0.0029 train_time:7958089ms step_avg:722.15ms
step:11031/40500 train_loss:1.6584 aux_loss:0.0031 train_time:7958811ms step_avg:722.15ms
step:11032/40500 train_loss:1.6741 aux_loss:0.0030 train_time:7959534ms step_avg:722.15ms
step:11033/40500 train_loss:1.5988 aux_loss:0.0027 train_time:7960256ms step_avg:722.15ms
step:11034/40500 train_loss:1.6925 aux_loss:0.0031 train_time:7960974ms step_avg:722.15ms
step:11035/40500 train_loss:1.6612 aux_loss:0.0031 train_time:7961697ms step_avg:722.15ms
step:11036/40500 train_loss:1.6719 aux_loss:0.0031 train_time:7962420ms step_avg:722.15ms
step:11037/40500 train_loss:1.6889 aux_loss:0.0033 train_time:7963143ms step_avg:722.15ms
step:11038/40500 train_loss:1.6749 aux_loss:0.0033 train_time:7963868ms step_avg:722.15ms
step:11039/40500 train_loss:1.5828 aux_loss:0.0028 train_time:7964589ms step_avg:722.15ms
step:11040/40500 train_loss:1.7040 aux_loss:0.0028 train_time:7965310ms step_avg:722.15ms
step:11041/40500 train_loss:1.6494 aux_loss:0.0028 train_time:7966031ms step_avg:722.15ms
step:11042/40500 train_loss:1.6635 aux_loss:0.0029 train_time:7966751ms step_avg:722.15ms
step:11043/40500 train_loss:1.6696 aux_loss:0.0029 train_time:7967471ms step_avg:722.15ms
step:11044/40500 train_loss:1.6891 aux_loss:0.0028 train_time:7968194ms step_avg:722.15ms
step:11045/40500 train_loss:1.6561 aux_loss:0.0028 train_time:7968917ms step_avg:722.15ms
step:11046/40500 train_loss:1.6660 aux_loss:0.0029 train_time:7969640ms step_avg:722.15ms
step:11047/40500 train_loss:1.6835 aux_loss:0.0031 train_time:7970364ms step_avg:722.15ms
step:11048/40500 train_loss:1.6737 aux_loss:0.0030 train_time:7971086ms step_avg:722.15ms
step:11049/40500 train_loss:1.6473 aux_loss:0.0032 train_time:7971808ms step_avg:722.15ms
step:11050/40500 train_loss:1.6463 aux_loss:0.0031 train_time:7972531ms step_avg:722.15ms
step:11051/40500 train_loss:1.6672 aux_loss:0.0031 train_time:7973252ms step_avg:722.15ms
step:11052/40500 train_loss:1.6890 aux_loss:0.0034 train_time:7973974ms step_avg:722.15ms
step:11053/40500 train_loss:1.6714 aux_loss:0.0031 train_time:7974697ms step_avg:722.15ms
step:11054/40500 train_loss:1.7193 aux_loss:0.0029 train_time:7975422ms step_avg:722.15ms
step:11055/40500 train_loss:1.6847 aux_loss:0.0030 train_time:7976146ms step_avg:722.15ms
step:11056/40500 train_loss:1.6771 aux_loss:0.0034 train_time:7976868ms step_avg:722.15ms
step:11057/40500 train_loss:1.6665 aux_loss:0.0030 train_time:7977590ms step_avg:722.15ms
step:11058/40500 train_loss:1.6594 aux_loss:0.0031 train_time:7978313ms step_avg:722.15ms
step:11059/40500 train_loss:1.6834 aux_loss:0.0031 train_time:7979037ms step_avg:722.15ms
step:11060/40500 train_loss:1.6669 aux_loss:0.0029 train_time:7979761ms step_avg:722.15ms
step:11061/40500 train_loss:1.6230 aux_loss:0.0029 train_time:7980485ms step_avg:722.15ms
step:11062/40500 train_loss:1.7121 aux_loss:0.0031 train_time:7981207ms step_avg:722.15ms
step:11063/40500 train_loss:1.6277 aux_loss:0.0028 train_time:7981928ms step_avg:722.15ms
step:11064/40500 train_loss:1.6540 aux_loss:0.0028 train_time:7982650ms step_avg:722.15ms
step:11065/40500 train_loss:1.6310 aux_loss:0.0030 train_time:7983373ms step_avg:722.15ms
step:11066/40500 train_loss:1.6575 aux_loss:0.0029 train_time:7984096ms step_avg:722.15ms
step:11067/40500 train_loss:1.6673 aux_loss:0.0030 train_time:7984821ms step_avg:722.15ms
step:11068/40500 train_loss:1.6677 aux_loss:0.0034 train_time:7985545ms step_avg:722.15ms
step:11069/40500 train_loss:1.7013 aux_loss:0.0031 train_time:7986267ms step_avg:722.15ms
step:11070/40500 train_loss:1.6786 aux_loss:0.0030 train_time:7986990ms step_avg:722.15ms
step:11071/40500 train_loss:1.6763 aux_loss:0.0031 train_time:7987714ms step_avg:722.15ms
step:11072/40500 train_loss:1.6428 aux_loss:0.0031 train_time:7988439ms step_avg:722.15ms
step:11073/40500 train_loss:1.6765 aux_loss:0.0031 train_time:7989164ms step_avg:722.15ms
step:11074/40500 train_loss:1.6884 aux_loss:0.0029 train_time:7989886ms step_avg:722.15ms
step:11075/40500 train_loss:1.6553 aux_loss:0.0029 train_time:7990607ms step_avg:722.15ms
step:11076/40500 train_loss:1.5875 aux_loss:0.0031 train_time:7991330ms step_avg:722.15ms
step:11077/40500 train_loss:1.7027 aux_loss:0.0027 train_time:7992054ms step_avg:722.15ms
step:11078/40500 train_loss:1.6762 aux_loss:0.0031 train_time:7992777ms step_avg:722.15ms
step:11079/40500 train_loss:1.6016 aux_loss:0.0030 train_time:7993500ms step_avg:722.15ms
step:11080/40500 train_loss:1.7320 aux_loss:0.0031 train_time:7994223ms step_avg:722.15ms
step:11081/40500 train_loss:1.6673 aux_loss:0.0027 train_time:7994945ms step_avg:722.15ms
step:11082/40500 train_loss:1.6641 aux_loss:0.0028 train_time:7995667ms step_avg:722.15ms
step:11083/40500 train_loss:1.6525 aux_loss:0.0029 train_time:7996390ms step_avg:722.15ms
step:11084/40500 train_loss:1.7617 aux_loss:0.0031 train_time:7997114ms step_avg:722.15ms
step:11085/40500 train_loss:1.6703 aux_loss:0.0029 train_time:7997839ms step_avg:722.15ms
step:11086/40500 train_loss:1.5833 aux_loss:0.0029 train_time:7998562ms step_avg:722.15ms
step:11087/40500 train_loss:1.7384 aux_loss:0.0030 train_time:7999283ms step_avg:722.15ms
step:11088/40500 train_loss:1.7056 aux_loss:0.0032 train_time:8000006ms step_avg:722.15ms
step:11089/40500 train_loss:1.6367 aux_loss:0.0031 train_time:8000730ms step_avg:722.15ms
step:11090/40500 train_loss:1.6617 aux_loss:0.0030 train_time:8001454ms step_avg:722.15ms
step:11091/40500 train_loss:1.7123 aux_loss:0.0030 train_time:8002180ms step_avg:722.15ms
step:11092/40500 train_loss:1.6607 aux_loss:0.0029 train_time:8002902ms step_avg:722.15ms
step:11093/40500 train_loss:1.6568 aux_loss:0.0030 train_time:8003623ms step_avg:722.15ms
step:11094/40500 train_loss:1.6262 aux_loss:0.0029 train_time:8004343ms step_avg:722.15ms
step:11095/40500 train_loss:1.6568 aux_loss:0.0030 train_time:8005065ms step_avg:722.15ms
step:11096/40500 train_loss:1.6850 aux_loss:0.0030 train_time:8005788ms step_avg:722.15ms
step:11097/40500 train_loss:1.6451 aux_loss:0.0030 train_time:8006513ms step_avg:722.15ms
step:11098/40500 train_loss:1.6720 aux_loss:0.0030 train_time:8007238ms step_avg:722.15ms
step:11099/40500 train_loss:1.6760 aux_loss:0.0031 train_time:8007959ms step_avg:722.15ms
step:11100/40500 train_loss:1.6886 aux_loss:0.0032 train_time:8008680ms step_avg:722.15ms
step:11101/40500 train_loss:1.6766 aux_loss:0.0029 train_time:8009400ms step_avg:722.15ms
step:11102/40500 train_loss:1.6625 aux_loss:0.0033 train_time:8010121ms step_avg:722.15ms
step:11103/40500 train_loss:1.6629 aux_loss:0.0030 train_time:8010843ms step_avg:722.15ms
step:11104/40500 train_loss:1.6779 aux_loss:0.0032 train_time:8011566ms step_avg:722.15ms
step:11105/40500 train_loss:1.6856 aux_loss:0.0028 train_time:8012291ms step_avg:722.15ms
step:11106/40500 train_loss:1.6500 aux_loss:0.0030 train_time:8013013ms step_avg:722.15ms
step:11107/40500 train_loss:1.6674 aux_loss:0.0031 train_time:8013737ms step_avg:722.15ms
step:11108/40500 train_loss:1.7063 aux_loss:0.0029 train_time:8014459ms step_avg:722.15ms
step:11109/40500 train_loss:1.6507 aux_loss:0.0030 train_time:8015183ms step_avg:722.15ms
step:11110/40500 train_loss:1.7107 aux_loss:0.0030 train_time:8015906ms step_avg:722.15ms
step:11111/40500 train_loss:1.6297 aux_loss:0.0029 train_time:8016630ms step_avg:722.15ms
step:11112/40500 train_loss:1.6528 aux_loss:0.0027 train_time:8017355ms step_avg:722.15ms
step:11113/40500 train_loss:1.7481 aux_loss:0.0027 train_time:8018077ms step_avg:722.15ms
step:11114/40500 train_loss:1.6824 aux_loss:0.0028 train_time:8018797ms step_avg:722.15ms
step:11115/40500 train_loss:1.7047 aux_loss:0.0029 train_time:8019520ms step_avg:722.15ms
step:11116/40500 train_loss:1.6594 aux_loss:0.0030 train_time:8020243ms step_avg:722.15ms
step:11117/40500 train_loss:1.6594 aux_loss:0.0029 train_time:8020964ms step_avg:722.15ms
step:11118/40500 train_loss:1.6731 aux_loss:0.0031 train_time:8021690ms step_avg:722.15ms
step:11119/40500 train_loss:1.6887 aux_loss:0.0029 train_time:8022413ms step_avg:722.15ms
step:11120/40500 train_loss:1.6993 aux_loss:0.0029 train_time:8023134ms step_avg:722.15ms
step:11121/40500 train_loss:1.6845 aux_loss:0.0029 train_time:8023856ms step_avg:722.15ms
step:11122/40500 train_loss:1.6099 aux_loss:0.0031 train_time:8024579ms step_avg:722.15ms
step:11123/40500 train_loss:1.6463 aux_loss:0.0031 train_time:8025301ms step_avg:722.15ms
step:11124/40500 train_loss:1.6736 aux_loss:0.0030 train_time:8026023ms step_avg:722.15ms
step:11125/40500 train_loss:1.6345 aux_loss:0.0031 train_time:8026748ms step_avg:722.15ms
step:11126/40500 train_loss:1.6228 aux_loss:0.0031 train_time:8027470ms step_avg:722.15ms
step:11127/40500 train_loss:1.7006 aux_loss:0.0030 train_time:8028192ms step_avg:722.15ms
step:11128/40500 train_loss:1.6697 aux_loss:0.0029 train_time:8028914ms step_avg:722.15ms
step:11129/40500 train_loss:1.6557 aux_loss:0.0030 train_time:8029636ms step_avg:722.15ms
step:11130/40500 train_loss:1.6542 aux_loss:0.0030 train_time:8030358ms step_avg:722.15ms
step:11131/40500 train_loss:1.6702 aux_loss:0.0029 train_time:8031082ms step_avg:722.15ms
step:11132/40500 train_loss:1.6281 aux_loss:0.0030 train_time:8031806ms step_avg:722.15ms
step:11133/40500 train_loss:1.6077 aux_loss:0.0029 train_time:8032530ms step_avg:722.16ms
step:11134/40500 train_loss:1.6714 aux_loss:0.0027 train_time:8033250ms step_avg:722.15ms
step:11135/40500 train_loss:1.6778 aux_loss:0.0029 train_time:8033971ms step_avg:722.15ms
step:11136/40500 train_loss:1.6443 aux_loss:0.0029 train_time:8034694ms step_avg:722.15ms
step:11137/40500 train_loss:1.6903 aux_loss:0.0031 train_time:8035418ms step_avg:722.15ms
step:11138/40500 train_loss:1.6616 aux_loss:0.0030 train_time:8036140ms step_avg:722.15ms
step:11139/40500 train_loss:1.6481 aux_loss:0.0029 train_time:8036865ms step_avg:722.16ms
step:11140/40500 train_loss:1.6734 aux_loss:0.0039 train_time:8037590ms step_avg:722.16ms
step:11141/40500 train_loss:1.6739 aux_loss:0.0032 train_time:8038312ms step_avg:722.16ms
step:11142/40500 train_loss:1.6354 aux_loss:0.0029 train_time:8039035ms step_avg:722.16ms
step:11143/40500 train_loss:1.6134 aux_loss:0.0031 train_time:8039758ms step_avg:722.16ms
step:11144/40500 train_loss:1.6307 aux_loss:0.0030 train_time:8040481ms step_avg:722.16ms
step:11145/40500 train_loss:1.7118 aux_loss:0.0030 train_time:8041207ms step_avg:722.16ms
step:11146/40500 train_loss:1.7055 aux_loss:0.0030 train_time:8041929ms step_avg:722.16ms
step:11147/40500 train_loss:1.6629 aux_loss:0.0031 train_time:8042650ms step_avg:722.16ms
step:11148/40500 train_loss:1.6944 aux_loss:0.0031 train_time:8043373ms step_avg:722.16ms
step:11149/40500 train_loss:1.6908 aux_loss:0.0030 train_time:8044096ms step_avg:722.16ms
step:11150/40500 train_loss:1.7174 aux_loss:0.0029 train_time:8044819ms step_avg:722.16ms
step:11151/40500 train_loss:1.6822 aux_loss:0.0029 train_time:8045545ms step_avg:722.16ms
step:11152/40500 train_loss:1.7219 aux_loss:0.0030 train_time:8046266ms step_avg:722.16ms
step:11153/40500 train_loss:1.6281 aux_loss:0.0031 train_time:8046987ms step_avg:722.16ms
step:11154/40500 train_loss:1.7153 aux_loss:0.0030 train_time:8047710ms step_avg:722.16ms
step:11155/40500 train_loss:1.6622 aux_loss:0.0029 train_time:8048435ms step_avg:722.16ms
step:11156/40500 train_loss:1.7123 aux_loss:0.0027 train_time:8049158ms step_avg:722.16ms
step:11157/40500 train_loss:1.6686 aux_loss:0.0028 train_time:8049884ms step_avg:722.16ms
step:11158/40500 train_loss:1.6310 aux_loss:0.0030 train_time:8050605ms step_avg:722.16ms
step:11159/40500 train_loss:1.6148 aux_loss:0.0028 train_time:8051326ms step_avg:722.16ms
step:11160/40500 train_loss:1.7023 aux_loss:0.0027 train_time:8052048ms step_avg:722.16ms
step:11161/40500 train_loss:1.6882 aux_loss:0.0029 train_time:8052773ms step_avg:722.16ms
step:11162/40500 train_loss:1.6163 aux_loss:0.0028 train_time:8053496ms step_avg:722.16ms
step:11163/40500 train_loss:1.6682 aux_loss:0.0029 train_time:8054223ms step_avg:722.16ms
step:11164/40500 train_loss:1.6928 aux_loss:0.0032 train_time:8054947ms step_avg:722.16ms
step:11165/40500 train_loss:1.6672 aux_loss:0.0029 train_time:8055668ms step_avg:722.16ms
step:11166/40500 train_loss:1.7546 aux_loss:0.0029 train_time:8056392ms step_avg:722.16ms
step:11167/40500 train_loss:1.7048 aux_loss:0.0028 train_time:8057118ms step_avg:722.16ms
step:11168/40500 train_loss:1.6933 aux_loss:0.0028 train_time:8057842ms step_avg:722.16ms
step:11169/40500 train_loss:1.7131 aux_loss:0.0037 train_time:8058562ms step_avg:722.16ms
step:11170/40500 train_loss:1.6596 aux_loss:0.0031 train_time:8059284ms step_avg:722.16ms
step:11171/40500 train_loss:1.5934 aux_loss:0.0028 train_time:8060007ms step_avg:722.16ms
step:11172/40500 train_loss:1.6631 aux_loss:0.0028 train_time:8060730ms step_avg:722.16ms
step:11173/40500 train_loss:1.6863 aux_loss:0.0029 train_time:8061456ms step_avg:722.16ms
step:11174/40500 train_loss:1.6837 aux_loss:0.0030 train_time:8062182ms step_avg:722.16ms
step:11175/40500 train_loss:1.6872 aux_loss:0.0029 train_time:8062905ms step_avg:722.16ms
step:11176/40500 train_loss:1.6145 aux_loss:0.0028 train_time:8063626ms step_avg:722.16ms
step:11177/40500 train_loss:1.6857 aux_loss:0.0029 train_time:8064348ms step_avg:722.16ms
step:11178/40500 train_loss:1.6698 aux_loss:0.0031 train_time:8065074ms step_avg:722.16ms
step:11179/40500 train_loss:1.6774 aux_loss:0.0032 train_time:8065798ms step_avg:722.16ms
step:11180/40500 train_loss:1.6357 aux_loss:0.0031 train_time:8066522ms step_avg:722.16ms
step:11181/40500 train_loss:1.7093 aux_loss:0.0031 train_time:8067242ms step_avg:722.16ms
step:11182/40500 train_loss:1.6504 aux_loss:0.0033 train_time:8067962ms step_avg:722.16ms
step:11183/40500 train_loss:1.6601 aux_loss:0.0032 train_time:8068684ms step_avg:722.16ms
step:11184/40500 train_loss:1.6652 aux_loss:0.0032 train_time:8069407ms step_avg:722.16ms
step:11185/40500 train_loss:1.6061 aux_loss:0.0037 train_time:8070131ms step_avg:722.16ms
step:11186/40500 train_loss:1.6492 aux_loss:0.0032 train_time:8070857ms step_avg:722.16ms
step:11187/40500 train_loss:1.6740 aux_loss:0.0030 train_time:8071582ms step_avg:722.16ms
step:11188/40500 train_loss:1.6320 aux_loss:0.0029 train_time:8072303ms step_avg:722.16ms
step:11189/40500 train_loss:1.6839 aux_loss:0.0029 train_time:8073026ms step_avg:722.16ms
step:11190/40500 train_loss:1.7041 aux_loss:0.0029 train_time:8073752ms step_avg:722.16ms
step:11191/40500 train_loss:1.6596 aux_loss:0.0029 train_time:8074476ms step_avg:722.16ms
step:11192/40500 train_loss:1.6789 aux_loss:0.0030 train_time:8075200ms step_avg:722.16ms
step:11193/40500 train_loss:1.6377 aux_loss:0.0030 train_time:8075926ms step_avg:722.16ms
step:11194/40500 train_loss:1.7169 aux_loss:0.0030 train_time:8076649ms step_avg:722.16ms
step:11195/40500 train_loss:1.6883 aux_loss:0.0030 train_time:8077373ms step_avg:722.16ms
step:11196/40500 train_loss:1.7353 aux_loss:0.0030 train_time:8078099ms step_avg:722.16ms
step:11197/40500 train_loss:1.6445 aux_loss:0.0029 train_time:8078819ms step_avg:722.16ms
step:11198/40500 train_loss:1.6222 aux_loss:0.0031 train_time:8079540ms step_avg:722.16ms
step:11199/40500 train_loss:1.6543 aux_loss:0.0029 train_time:8080264ms step_avg:722.16ms
step:11200/40500 train_loss:1.6585 aux_loss:0.0031 train_time:8080986ms step_avg:722.16ms
step:11201/40500 train_loss:1.6223 aux_loss:0.0028 train_time:8081709ms step_avg:722.16ms
step:11202/40500 train_loss:1.6890 aux_loss:0.0028 train_time:8082436ms step_avg:722.16ms
step:11203/40500 train_loss:1.7199 aux_loss:0.0032 train_time:8083158ms step_avg:722.16ms
step:11204/40500 train_loss:1.6760 aux_loss:0.0030 train_time:8083880ms step_avg:722.16ms
step:11205/40500 train_loss:1.7088 aux_loss:0.0030 train_time:8084604ms step_avg:722.16ms
step:11206/40500 train_loss:1.6145 aux_loss:0.0030 train_time:8085330ms step_avg:722.16ms
step:11207/40500 train_loss:1.6523 aux_loss:0.0030 train_time:8086055ms step_avg:722.16ms
step:11208/40500 train_loss:1.6528 aux_loss:0.0030 train_time:8086779ms step_avg:722.16ms
step:11209/40500 train_loss:1.6205 aux_loss:0.0032 train_time:8087503ms step_avg:722.16ms
step:11210/40500 train_loss:1.6620 aux_loss:0.0030 train_time:8088229ms step_avg:722.16ms
step:11211/40500 train_loss:1.6668 aux_loss:0.0032 train_time:8088955ms step_avg:722.16ms
step:11212/40500 train_loss:1.6558 aux_loss:0.0030 train_time:8089679ms step_avg:722.16ms
step:11213/40500 train_loss:1.7107 aux_loss:0.0032 train_time:8090400ms step_avg:722.16ms
step:11214/40500 train_loss:1.5858 aux_loss:0.0029 train_time:8091126ms step_avg:722.16ms
step:11215/40500 train_loss:1.6471 aux_loss:0.0031 train_time:8091851ms step_avg:722.16ms
step:11216/40500 train_loss:1.6801 aux_loss:0.0030 train_time:8092574ms step_avg:722.16ms
step:11217/40500 train_loss:1.6402 aux_loss:0.0029 train_time:8093295ms step_avg:722.16ms
step:11218/40500 train_loss:1.6666 aux_loss:0.0029 train_time:8094019ms step_avg:722.16ms
step:11219/40500 train_loss:1.6865 aux_loss:0.0029 train_time:8094743ms step_avg:722.16ms
step:11220/40500 train_loss:1.6563 aux_loss:0.0031 train_time:8095470ms step_avg:722.16ms
step:11221/40500 train_loss:1.6910 aux_loss:0.0031 train_time:8096195ms step_avg:722.17ms
step:11222/40500 train_loss:1.6483 aux_loss:0.0029 train_time:8096917ms step_avg:722.17ms
step:11223/40500 train_loss:1.6844 aux_loss:0.0031 train_time:8097639ms step_avg:722.17ms
step:11224/40500 train_loss:1.6133 aux_loss:0.0031 train_time:8098362ms step_avg:722.17ms
step:11225/40500 train_loss:1.6686 aux_loss:0.0028 train_time:8099088ms step_avg:722.17ms
step:11226/40500 train_loss:1.6360 aux_loss:0.0029 train_time:8099812ms step_avg:722.17ms
step:11227/40500 train_loss:1.6247 aux_loss:0.0030 train_time:8100537ms step_avg:722.17ms
step:11228/40500 train_loss:1.5986 aux_loss:0.0031 train_time:8101261ms step_avg:722.17ms
step:11229/40500 train_loss:1.6304 aux_loss:0.0027 train_time:8101987ms step_avg:722.17ms
step:11230/40500 train_loss:1.6502 aux_loss:0.0029 train_time:8102712ms step_avg:722.17ms
step:11231/40500 train_loss:1.6261 aux_loss:0.0030 train_time:8103434ms step_avg:722.17ms
step:11232/40500 train_loss:1.6593 aux_loss:0.0030 train_time:8104153ms step_avg:722.17ms
step:11233/40500 train_loss:1.6167 aux_loss:0.0031 train_time:8104878ms step_avg:722.17ms
step:11234/40500 train_loss:1.6906 aux_loss:0.0032 train_time:8105600ms step_avg:722.17ms
step:11235/40500 train_loss:1.6954 aux_loss:0.0032 train_time:8106324ms step_avg:722.17ms
step:11236/40500 train_loss:1.6225 aux_loss:0.0029 train_time:8107048ms step_avg:722.17ms
step:11237/40500 train_loss:1.6793 aux_loss:0.0029 train_time:8107770ms step_avg:722.17ms
step:11238/40500 train_loss:1.6342 aux_loss:0.0029 train_time:8108494ms step_avg:722.17ms
step:11239/40500 train_loss:1.6950 aux_loss:0.0030 train_time:8109219ms step_avg:722.17ms
step:11240/40500 train_loss:1.6571 aux_loss:0.0029 train_time:8109948ms step_avg:722.17ms
step:11241/40500 train_loss:1.6623 aux_loss:0.0030 train_time:8110670ms step_avg:722.17ms
step:11242/40500 train_loss:1.6239 aux_loss:0.0030 train_time:8111393ms step_avg:722.17ms
step:11243/40500 train_loss:1.7000 aux_loss:0.0029 train_time:8112117ms step_avg:722.17ms
step:11244/40500 train_loss:1.6123 aux_loss:0.0030 train_time:8112839ms step_avg:722.17ms
step:11245/40500 train_loss:1.6603 aux_loss:0.0029 train_time:8113563ms step_avg:722.17ms
step:11246/40500 train_loss:1.6809 aux_loss:0.0030 train_time:8114287ms step_avg:722.17ms
step:11247/40500 train_loss:1.6658 aux_loss:0.0029 train_time:8115008ms step_avg:722.17ms
step:11248/40500 train_loss:1.6812 aux_loss:0.0030 train_time:8115731ms step_avg:722.17ms
step:11249/40500 train_loss:1.6317 aux_loss:0.0030 train_time:8116456ms step_avg:722.17ms
step:11250/40500 train_loss:1.6802 aux_loss:0.0030 train_time:8117179ms step_avg:722.17ms
step:11251/40500 train_loss:1.6492 aux_loss:0.0028 train_time:8117905ms step_avg:722.17ms
step:11252/40500 train_loss:1.6976 aux_loss:0.0028 train_time:8118627ms step_avg:722.17ms
step:11253/40500 train_loss:1.6537 aux_loss:0.0029 train_time:8119350ms step_avg:722.17ms
step:11254/40500 train_loss:1.6871 aux_loss:0.0028 train_time:8120073ms step_avg:722.17ms
step:11255/40500 train_loss:1.6508 aux_loss:0.0028 train_time:8120800ms step_avg:722.17ms
step:11256/40500 train_loss:1.6613 aux_loss:0.0029 train_time:8121525ms step_avg:722.17ms
step:11257/40500 train_loss:1.6197 aux_loss:0.0031 train_time:8122245ms step_avg:722.17ms
step:11258/40500 train_loss:1.7341 aux_loss:0.0029 train_time:8122968ms step_avg:722.17ms
step:11259/40500 train_loss:1.6576 aux_loss:0.0028 train_time:8123694ms step_avg:722.17ms
step:11260/40500 train_loss:1.5831 aux_loss:0.0030 train_time:8124421ms step_avg:722.17ms
step:11261/40500 train_loss:1.6808 aux_loss:0.0030 train_time:8125145ms step_avg:722.17ms
step:11262/40500 train_loss:1.7006 aux_loss:0.0029 train_time:8125867ms step_avg:722.17ms
step:11263/40500 train_loss:1.6597 aux_loss:0.0031 train_time:8126590ms step_avg:722.17ms
step:11264/40500 train_loss:1.6462 aux_loss:0.0028 train_time:8127312ms step_avg:722.17ms
step:11265/40500 train_loss:1.6110 aux_loss:0.0028 train_time:8128038ms step_avg:722.17ms
step:11266/40500 train_loss:1.6890 aux_loss:0.0031 train_time:8128766ms step_avg:722.17ms
step:11267/40500 train_loss:1.6429 aux_loss:0.0029 train_time:8129487ms step_avg:722.17ms
step:11268/40500 train_loss:1.6761 aux_loss:0.0031 train_time:8130210ms step_avg:722.17ms
step:11269/40500 train_loss:1.6051 aux_loss:0.0031 train_time:8130934ms step_avg:722.17ms
step:11270/40500 train_loss:1.6190 aux_loss:0.0029 train_time:8131655ms step_avg:722.17ms
step:11271/40500 train_loss:1.6127 aux_loss:0.0031 train_time:8132379ms step_avg:722.17ms
step:11272/40500 train_loss:1.6757 aux_loss:0.0031 train_time:8133102ms step_avg:722.17ms
step:11273/40500 train_loss:1.6837 aux_loss:0.0030 train_time:8133823ms step_avg:722.17ms
step:11274/40500 train_loss:1.6386 aux_loss:0.0028 train_time:8134546ms step_avg:722.17ms
step:11275/40500 train_loss:1.7015 aux_loss:0.0030 train_time:8135270ms step_avg:722.17ms
step:11276/40500 train_loss:1.6619 aux_loss:0.0032 train_time:8135994ms step_avg:722.17ms
step:11277/40500 train_loss:1.6119 aux_loss:0.0029 train_time:8136722ms step_avg:722.17ms
step:11278/40500 train_loss:1.7109 aux_loss:0.0027 train_time:8137445ms step_avg:722.17ms
step:11279/40500 train_loss:1.6759 aux_loss:0.0029 train_time:8138165ms step_avg:722.17ms
step:11280/40500 train_loss:1.6932 aux_loss:0.0030 train_time:8138888ms step_avg:722.17ms
step:11281/40500 train_loss:1.6228 aux_loss:0.0028 train_time:8139615ms step_avg:722.17ms
step:11282/40500 train_loss:1.6640 aux_loss:0.0027 train_time:8140338ms step_avg:722.17ms
step:11283/40500 train_loss:1.6986 aux_loss:0.0027 train_time:8141060ms step_avg:722.17ms
step:11284/40500 train_loss:1.6721 aux_loss:0.0030 train_time:8141784ms step_avg:722.17ms
step:11285/40500 train_loss:1.6773 aux_loss:0.0029 train_time:8142507ms step_avg:722.17ms
step:11286/40500 train_loss:1.7162 aux_loss:0.0028 train_time:8143230ms step_avg:722.17ms
step:11287/40500 train_loss:1.7131 aux_loss:0.0030 train_time:8143955ms step_avg:722.17ms
step:11288/40500 train_loss:1.6650 aux_loss:0.0032 train_time:8144678ms step_avg:722.17ms
step:11289/40500 train_loss:1.6858 aux_loss:0.0030 train_time:8145400ms step_avg:722.17ms
step:11290/40500 train_loss:1.6289 aux_loss:0.0029 train_time:8146121ms step_avg:722.17ms
step:11291/40500 train_loss:1.6462 aux_loss:0.0030 train_time:8146843ms step_avg:722.17ms
step:11292/40500 train_loss:1.6604 aux_loss:0.0030 train_time:8147568ms step_avg:722.17ms
step:11293/40500 train_loss:1.6748 aux_loss:0.0029 train_time:8148289ms step_avg:722.17ms
step:11294/40500 train_loss:1.7294 aux_loss:0.0032 train_time:8149015ms step_avg:722.17ms
step:11295/40500 train_loss:1.6353 aux_loss:0.0035 train_time:8149739ms step_avg:722.17ms
step:11296/40500 train_loss:1.6852 aux_loss:0.0029 train_time:8150462ms step_avg:722.17ms
step:11297/40500 train_loss:1.6409 aux_loss:0.0030 train_time:8151184ms step_avg:722.17ms
step:11298/40500 train_loss:1.6592 aux_loss:0.0029 train_time:8151909ms step_avg:722.17ms
step:11299/40500 train_loss:1.6240 aux_loss:0.0028 train_time:8152634ms step_avg:722.18ms
step:11300/40500 train_loss:1.7401 aux_loss:0.0030 train_time:8153352ms step_avg:722.17ms
step:11301/40500 train_loss:1.6613 aux_loss:0.0029 train_time:8154075ms step_avg:722.17ms
step:11302/40500 train_loss:1.6206 aux_loss:0.0030 train_time:8154798ms step_avg:722.17ms
step:11303/40500 train_loss:1.7475 aux_loss:0.0029 train_time:8155520ms step_avg:722.17ms
step:11304/40500 train_loss:1.6533 aux_loss:0.0030 train_time:8156241ms step_avg:722.17ms
step:11305/40500 train_loss:1.6580 aux_loss:0.0031 train_time:8156966ms step_avg:722.17ms
step:11306/40500 train_loss:1.6662 aux_loss:0.0032 train_time:8157694ms step_avg:722.18ms
step:11307/40500 train_loss:1.6571 aux_loss:0.0028 train_time:8158417ms step_avg:722.18ms
step:11308/40500 train_loss:1.6737 aux_loss:0.0031 train_time:8159137ms step_avg:722.18ms
step:11309/40500 train_loss:1.7660 aux_loss:0.0031 train_time:8159858ms step_avg:722.18ms
step:11310/40500 train_loss:1.6920 aux_loss:0.0030 train_time:8160579ms step_avg:722.18ms
step:11311/40500 train_loss:1.6573 aux_loss:0.0030 train_time:8161300ms step_avg:722.17ms
step:11312/40500 train_loss:1.6344 aux_loss:0.0030 train_time:8162024ms step_avg:722.18ms
step:11313/40500 train_loss:1.6547 aux_loss:0.0029 train_time:8162749ms step_avg:722.18ms
step:11314/40500 train_loss:1.7237 aux_loss:0.0028 train_time:8163475ms step_avg:722.18ms
step:11315/40500 train_loss:1.6417 aux_loss:0.0029 train_time:8164197ms step_avg:722.18ms
step:11316/40500 train_loss:1.6334 aux_loss:0.0030 train_time:8164921ms step_avg:722.18ms
step:11317/40500 train_loss:1.6442 aux_loss:0.0032 train_time:8165644ms step_avg:722.18ms
step:11318/40500 train_loss:1.6794 aux_loss:0.0032 train_time:8166369ms step_avg:722.18ms
step:11319/40500 train_loss:1.7056 aux_loss:0.0030 train_time:8167094ms step_avg:722.18ms
step:11320/40500 train_loss:1.6432 aux_loss:0.0030 train_time:8167816ms step_avg:722.18ms
step:11321/40500 train_loss:1.6464 aux_loss:0.0031 train_time:8168539ms step_avg:722.18ms
step:11322/40500 train_loss:1.6535 aux_loss:0.0031 train_time:8169263ms step_avg:722.18ms
step:11323/40500 train_loss:1.6976 aux_loss:0.0029 train_time:8169988ms step_avg:722.18ms
step:11324/40500 train_loss:1.5984 aux_loss:0.0028 train_time:8170713ms step_avg:722.18ms
step:11325/40500 train_loss:1.6560 aux_loss:0.0030 train_time:8171433ms step_avg:722.18ms
step:11326/40500 train_loss:1.6173 aux_loss:0.0031 train_time:8172155ms step_avg:722.18ms
step:11327/40500 train_loss:1.6566 aux_loss:0.0031 train_time:8172879ms step_avg:722.18ms
step:11328/40500 train_loss:1.7265 aux_loss:0.0030 train_time:8173603ms step_avg:722.18ms
step:11329/40500 train_loss:1.7160 aux_loss:0.0029 train_time:8174329ms step_avg:722.18ms
step:11330/40500 train_loss:1.6506 aux_loss:0.0031 train_time:8175052ms step_avg:722.18ms
step:11331/40500 train_loss:1.6805 aux_loss:0.0031 train_time:8175774ms step_avg:722.18ms
step:11332/40500 train_loss:1.6687 aux_loss:0.0028 train_time:8176498ms step_avg:722.18ms
step:11333/40500 train_loss:1.6595 aux_loss:0.0028 train_time:8177221ms step_avg:722.18ms
step:11334/40500 train_loss:1.6228 aux_loss:0.0032 train_time:8177945ms step_avg:722.18ms
step:11335/40500 train_loss:1.6590 aux_loss:0.0029 train_time:8178672ms step_avg:722.18ms
step:11336/40500 train_loss:1.6680 aux_loss:0.0029 train_time:8179393ms step_avg:722.18ms
step:11337/40500 train_loss:1.6487 aux_loss:0.0030 train_time:8180112ms step_avg:722.18ms
step:11338/40500 train_loss:1.6547 aux_loss:0.0029 train_time:8180838ms step_avg:722.18ms
step:11339/40500 train_loss:1.6499 aux_loss:0.0030 train_time:8181562ms step_avg:722.18ms
step:11340/40500 train_loss:1.5821 aux_loss:0.0031 train_time:8182283ms step_avg:722.18ms
step:11341/40500 train_loss:1.6726 aux_loss:0.0034 train_time:8183008ms step_avg:722.18ms
step:11342/40500 train_loss:1.6678 aux_loss:0.0032 train_time:8183732ms step_avg:722.18ms
step:11343/40500 train_loss:1.6342 aux_loss:0.0030 train_time:8184451ms step_avg:722.18ms
step:11344/40500 train_loss:1.6987 aux_loss:0.0029 train_time:8185175ms step_avg:722.18ms
step:11345/40500 train_loss:1.6773 aux_loss:0.0030 train_time:8185898ms step_avg:722.18ms
step:11346/40500 train_loss:1.6785 aux_loss:0.0032 train_time:8186622ms step_avg:722.18ms
step:11347/40500 train_loss:1.5755 aux_loss:0.0031 train_time:8187342ms step_avg:722.18ms
step:11348/40500 train_loss:1.6840 aux_loss:0.0029 train_time:8188067ms step_avg:722.18ms
step:11349/40500 train_loss:1.6950 aux_loss:0.0029 train_time:8188791ms step_avg:722.18ms
step:11350/40500 train_loss:1.6701 aux_loss:0.0033 train_time:8189513ms step_avg:722.18ms
step:11351/40500 train_loss:1.6422 aux_loss:0.0030 train_time:8190239ms step_avg:722.18ms
step:11352/40500 train_loss:1.6584 aux_loss:0.0029 train_time:8190965ms step_avg:722.18ms
step:11353/40500 train_loss:1.6435 aux_loss:0.0028 train_time:8191687ms step_avg:722.18ms
step:11354/40500 train_loss:1.7192 aux_loss:0.0029 train_time:8192409ms step_avg:722.18ms
step:11355/40500 train_loss:1.6348 aux_loss:0.0029 train_time:8193132ms step_avg:722.18ms
step:11356/40500 train_loss:1.6325 aux_loss:0.0028 train_time:8193858ms step_avg:722.18ms
step:11357/40500 train_loss:1.6684 aux_loss:0.0027 train_time:8194580ms step_avg:722.18ms
step:11358/40500 train_loss:1.7267 aux_loss:0.0028 train_time:8195303ms step_avg:722.18ms
step:11359/40500 train_loss:1.6360 aux_loss:0.0032 train_time:8196026ms step_avg:722.18ms
step:11360/40500 train_loss:1.6678 aux_loss:0.0029 train_time:8196748ms step_avg:722.18ms
step:11361/40500 train_loss:1.6853 aux_loss:0.0030 train_time:8197471ms step_avg:722.18ms
step:11362/40500 train_loss:1.6628 aux_loss:0.0028 train_time:8198196ms step_avg:722.18ms
step:11363/40500 train_loss:1.5856 aux_loss:0.0028 train_time:8198921ms step_avg:722.18ms
step:11364/40500 train_loss:1.6348 aux_loss:0.0029 train_time:8199644ms step_avg:722.18ms
step:11365/40500 train_loss:1.6467 aux_loss:0.0030 train_time:8200363ms step_avg:722.18ms
step:11366/40500 train_loss:1.6365 aux_loss:0.0029 train_time:8201086ms step_avg:722.18ms
step:11367/40500 train_loss:1.6877 aux_loss:0.0030 train_time:8201809ms step_avg:722.18ms
step:11368/40500 train_loss:1.7008 aux_loss:0.0029 train_time:8202533ms step_avg:722.18ms
step:11369/40500 train_loss:1.7043 aux_loss:0.0029 train_time:8203258ms step_avg:722.18ms
step:11370/40500 train_loss:1.6138 aux_loss:0.0032 train_time:8203984ms step_avg:722.18ms
step:11371/40500 train_loss:1.6540 aux_loss:0.0031 train_time:8204703ms step_avg:722.18ms
step:11372/40500 train_loss:1.6815 aux_loss:0.0030 train_time:8205425ms step_avg:722.18ms
step:11373/40500 train_loss:1.6440 aux_loss:0.0031 train_time:8206149ms step_avg:722.18ms
step:11374/40500 train_loss:1.6521 aux_loss:0.0032 train_time:8206874ms step_avg:722.18ms
step:11375/40500 train_loss:1.6240 aux_loss:0.0029 train_time:8207600ms step_avg:722.18ms
step:11376/40500 train_loss:1.7039 aux_loss:0.0036 train_time:8208324ms step_avg:722.18ms
step:11377/40500 train_loss:1.6546 aux_loss:0.0030 train_time:8209046ms step_avg:722.18ms
step:11378/40500 train_loss:1.7675 aux_loss:0.0031 train_time:8209769ms step_avg:722.18ms
step:11379/40500 train_loss:1.6383 aux_loss:0.0030 train_time:8210494ms step_avg:722.18ms
step:11380/40500 train_loss:1.6525 aux_loss:0.0031 train_time:8211219ms step_avg:722.18ms
step:11381/40500 train_loss:1.6451 aux_loss:0.0029 train_time:8211942ms step_avg:722.18ms
step:11382/40500 train_loss:1.7001 aux_loss:0.0030 train_time:8212662ms step_avg:722.18ms
step:11383/40500 train_loss:1.6673 aux_loss:0.0031 train_time:8213383ms step_avg:722.18ms
step:11384/40500 train_loss:1.6805 aux_loss:0.0032 train_time:8214106ms step_avg:722.18ms
step:11385/40500 train_loss:1.7096 aux_loss:0.0032 train_time:8214829ms step_avg:722.18ms
step:11386/40500 train_loss:1.6610 aux_loss:0.0029 train_time:8215555ms step_avg:722.18ms
step:11387/40500 train_loss:1.7025 aux_loss:0.0029 train_time:8216281ms step_avg:722.18ms
step:11388/40500 train_loss:1.6578 aux_loss:0.0031 train_time:8217001ms step_avg:722.18ms
step:11389/40500 train_loss:1.6656 aux_loss:0.0030 train_time:8217723ms step_avg:722.18ms
step:11390/40500 train_loss:1.6870 aux_loss:0.0032 train_time:8218446ms step_avg:722.18ms
step:11391/40500 train_loss:1.6573 aux_loss:0.0029 train_time:8219173ms step_avg:722.18ms
step:11392/40500 train_loss:1.6748 aux_loss:0.0030 train_time:8219897ms step_avg:722.18ms
step:11393/40500 train_loss:1.7180 aux_loss:0.0029 train_time:8220618ms step_avg:722.18ms
step:11394/40500 train_loss:1.6929 aux_loss:0.0029 train_time:8221342ms step_avg:722.18ms
step:11395/40500 train_loss:1.6474 aux_loss:0.0030 train_time:8222065ms step_avg:722.18ms
step:11396/40500 train_loss:1.6710 aux_loss:0.0029 train_time:8222790ms step_avg:722.18ms
step:11397/40500 train_loss:1.6324 aux_loss:0.0029 train_time:8223515ms step_avg:722.18ms
step:11398/40500 train_loss:1.7302 aux_loss:0.0029 train_time:8224238ms step_avg:722.18ms
step:11399/40500 train_loss:1.6536 aux_loss:0.0029 train_time:8224960ms step_avg:722.18ms
step:11400/40500 train_loss:1.6864 aux_loss:0.0027 train_time:8225684ms step_avg:722.18ms
step:11401/40500 train_loss:1.6924 aux_loss:0.0027 train_time:8226408ms step_avg:722.18ms
step:11402/40500 train_loss:1.6481 aux_loss:0.0029 train_time:8227133ms step_avg:722.19ms
step:11403/40500 train_loss:1.6495 aux_loss:0.0031 train_time:8227857ms step_avg:722.19ms
step:11404/40500 train_loss:1.7435 aux_loss:0.0030 train_time:8228578ms step_avg:722.19ms
step:11405/40500 train_loss:1.6409 aux_loss:0.0033 train_time:8229302ms step_avg:722.19ms
step:11406/40500 train_loss:1.6308 aux_loss:0.0031 train_time:8230027ms step_avg:722.19ms
step:11407/40500 train_loss:1.7063 aux_loss:0.0030 train_time:8230748ms step_avg:722.19ms
step:11408/40500 train_loss:1.6614 aux_loss:0.0029 train_time:8231473ms step_avg:722.19ms
step:11409/40500 train_loss:1.6541 aux_loss:0.0029 train_time:8232195ms step_avg:722.19ms
step:11410/40500 train_loss:1.6054 aux_loss:0.0030 train_time:8232915ms step_avg:722.19ms
step:11411/40500 train_loss:1.6404 aux_loss:0.0031 train_time:8233638ms step_avg:722.19ms
step:11412/40500 train_loss:1.6585 aux_loss:0.0028 train_time:8234361ms step_avg:722.19ms
step:11413/40500 train_loss:1.7189 aux_loss:0.0028 train_time:8235084ms step_avg:722.19ms
step:11414/40500 train_loss:1.6472 aux_loss:0.0030 train_time:8235809ms step_avg:722.19ms
step:11415/40500 train_loss:1.6767 aux_loss:0.0029 train_time:8236534ms step_avg:722.19ms
step:11416/40500 train_loss:1.7182 aux_loss:0.0030 train_time:8237257ms step_avg:722.19ms
step:11417/40500 train_loss:1.7342 aux_loss:0.0032 train_time:8237980ms step_avg:722.19ms
step:11418/40500 train_loss:1.6683 aux_loss:0.0031 train_time:8238702ms step_avg:722.19ms
step:11419/40500 train_loss:1.6425 aux_loss:0.0031 train_time:8239428ms step_avg:722.19ms
step:11420/40500 train_loss:1.6693 aux_loss:0.0031 train_time:8240151ms step_avg:722.19ms
step:11421/40500 train_loss:1.7123 aux_loss:0.0031 train_time:8240874ms step_avg:722.19ms
step:11422/40500 train_loss:1.6805 aux_loss:0.0029 train_time:8241597ms step_avg:722.19ms
step:11423/40500 train_loss:1.6987 aux_loss:0.0031 train_time:8242322ms step_avg:722.19ms
step:11424/40500 train_loss:1.6826 aux_loss:0.0032 train_time:8243044ms step_avg:722.19ms
step:11425/40500 train_loss:1.6997 aux_loss:0.0030 train_time:8243765ms step_avg:722.19ms
step:11426/40500 train_loss:1.6752 aux_loss:0.0032 train_time:8244490ms step_avg:722.19ms
step:11427/40500 train_loss:1.6857 aux_loss:0.0029 train_time:8245211ms step_avg:722.19ms
step:11428/40500 train_loss:1.6435 aux_loss:0.0029 train_time:8245934ms step_avg:722.19ms
step:11429/40500 train_loss:1.6873 aux_loss:0.0030 train_time:8246658ms step_avg:722.19ms
step:11430/40500 train_loss:1.6788 aux_loss:0.0029 train_time:8247380ms step_avg:722.19ms
step:11431/40500 train_loss:1.6248 aux_loss:0.0030 train_time:8248104ms step_avg:722.19ms
step:11432/40500 train_loss:1.6547 aux_loss:0.0031 train_time:8248828ms step_avg:722.19ms
step:11433/40500 train_loss:1.6427 aux_loss:0.0030 train_time:8249551ms step_avg:722.19ms
step:11434/40500 train_loss:1.6731 aux_loss:0.0031 train_time:8250271ms step_avg:722.19ms
step:11435/40500 train_loss:1.6899 aux_loss:0.0031 train_time:8250993ms step_avg:722.19ms
step:11436/40500 train_loss:1.6670 aux_loss:0.0029 train_time:8251716ms step_avg:722.19ms
step:11437/40500 train_loss:1.6643 aux_loss:0.0026 train_time:8252437ms step_avg:722.19ms
step:11438/40500 train_loss:1.6918 aux_loss:0.0028 train_time:8253162ms step_avg:722.19ms
step:11439/40500 train_loss:1.6861 aux_loss:0.0030 train_time:8253887ms step_avg:722.19ms
step:11440/40500 train_loss:1.6577 aux_loss:0.0036 train_time:8254609ms step_avg:722.19ms
step:11441/40500 train_loss:1.7201 aux_loss:0.0030 train_time:8255332ms step_avg:722.19ms
step:11442/40500 train_loss:1.6341 aux_loss:0.0031 train_time:8256056ms step_avg:722.19ms
step:11443/40500 train_loss:1.6340 aux_loss:0.0033 train_time:8256780ms step_avg:722.19ms
step:11444/40500 train_loss:1.6168 aux_loss:0.0030 train_time:8257504ms step_avg:722.19ms
step:11445/40500 train_loss:1.6793 aux_loss:0.0028 train_time:8258228ms step_avg:722.19ms
step:11446/40500 train_loss:1.6881 aux_loss:0.0028 train_time:8258948ms step_avg:722.19ms
step:11447/40500 train_loss:1.6874 aux_loss:0.0029 train_time:8259671ms step_avg:722.19ms
step:11448/40500 train_loss:1.6616 aux_loss:0.0029 train_time:8260393ms step_avg:722.19ms
step:11449/40500 train_loss:1.6913 aux_loss:0.0029 train_time:8261114ms step_avg:722.19ms
step:11450/40500 train_loss:1.6671 aux_loss:0.0029 train_time:8261840ms step_avg:722.19ms
step:11451/40500 train_loss:1.6356 aux_loss:0.0029 train_time:8262567ms step_avg:722.19ms
step:11452/40500 train_loss:1.6908 aux_loss:0.0029 train_time:8263287ms step_avg:722.19ms
step:11453/40500 train_loss:1.6869 aux_loss:0.0028 train_time:8264010ms step_avg:722.19ms
step:11454/40500 train_loss:1.7369 aux_loss:0.0030 train_time:8264732ms step_avg:722.19ms
step:11455/40500 train_loss:1.6560 aux_loss:0.0034 train_time:8265454ms step_avg:722.19ms
step:11456/40500 train_loss:1.6670 aux_loss:0.0035 train_time:8266177ms step_avg:722.19ms
step:11457/40500 train_loss:1.6237 aux_loss:0.0029 train_time:8266902ms step_avg:722.19ms
step:11458/40500 train_loss:1.6873 aux_loss:0.0029 train_time:8267625ms step_avg:722.19ms
step:11459/40500 train_loss:1.6252 aux_loss:0.0030 train_time:8268347ms step_avg:722.19ms
step:11460/40500 train_loss:1.6471 aux_loss:0.0031 train_time:8269069ms step_avg:722.19ms
step:11461/40500 train_loss:1.7103 aux_loss:0.0029 train_time:8269793ms step_avg:722.19ms
step:11462/40500 train_loss:1.6704 aux_loss:0.0031 train_time:8270517ms step_avg:722.19ms
step:11463/40500 train_loss:1.7549 aux_loss:0.0031 train_time:8271240ms step_avg:722.19ms
step:11464/40500 train_loss:1.6355 aux_loss:0.0029 train_time:8271964ms step_avg:722.19ms
step:11465/40500 train_loss:1.6842 aux_loss:0.0029 train_time:8272684ms step_avg:722.19ms
step:11466/40500 train_loss:1.6461 aux_loss:0.0029 train_time:8273406ms step_avg:722.19ms
step:11467/40500 train_loss:1.7112 aux_loss:0.0030 train_time:8274130ms step_avg:722.19ms
step:11468/40500 train_loss:1.6087 aux_loss:0.0029 train_time:8274852ms step_avg:722.19ms
step:11469/40500 train_loss:1.7375 aux_loss:0.0029 train_time:8275575ms step_avg:722.19ms
step:11470/40500 train_loss:1.5754 aux_loss:0.0030 train_time:8276300ms step_avg:722.19ms
step:11471/40500 train_loss:1.7748 aux_loss:0.0031 train_time:8277022ms step_avg:722.19ms
step:11472/40500 train_loss:1.6063 aux_loss:0.0028 train_time:8277744ms step_avg:722.19ms
step:11473/40500 train_loss:1.6719 aux_loss:0.0030 train_time:8278467ms step_avg:722.19ms
step:11474/40500 train_loss:1.6540 aux_loss:0.0036 train_time:8279192ms step_avg:722.19ms
step:11475/40500 train_loss:1.6591 aux_loss:0.0030 train_time:8279918ms step_avg:722.19ms
step:11476/40500 train_loss:1.6901 aux_loss:0.0028 train_time:8280641ms step_avg:722.19ms
step:11477/40500 train_loss:1.6773 aux_loss:0.0030 train_time:8281364ms step_avg:722.19ms
step:11478/40500 train_loss:1.6536 aux_loss:0.0031 train_time:8282088ms step_avg:722.19ms
step:11479/40500 train_loss:1.6440 aux_loss:0.0030 train_time:8282811ms step_avg:722.19ms
step:11480/40500 train_loss:1.6715 aux_loss:0.0030 train_time:8283537ms step_avg:722.19ms
step:11481/40500 train_loss:1.7021 aux_loss:0.0030 train_time:8284261ms step_avg:722.19ms
step:11482/40500 train_loss:1.6667 aux_loss:0.0030 train_time:8284981ms step_avg:722.19ms
step:11483/40500 train_loss:1.6458 aux_loss:0.0029 train_time:8285703ms step_avg:722.19ms
step:11484/40500 train_loss:1.6606 aux_loss:0.0029 train_time:8286423ms step_avg:722.19ms
step:11485/40500 train_loss:1.7137 aux_loss:0.0028 train_time:8287144ms step_avg:722.19ms
step:11486/40500 train_loss:1.6931 aux_loss:0.0029 train_time:8287868ms step_avg:722.19ms
step:11487/40500 train_loss:1.6570 aux_loss:0.0030 train_time:8288593ms step_avg:722.19ms
step:11488/40500 train_loss:1.7081 aux_loss:0.0032 train_time:8289318ms step_avg:722.19ms
step:11489/40500 train_loss:1.7047 aux_loss:0.0031 train_time:8290039ms step_avg:722.19ms
step:11490/40500 train_loss:1.7149 aux_loss:0.0031 train_time:8290761ms step_avg:722.19ms
step:11491/40500 train_loss:1.6629 aux_loss:0.0030 train_time:8291487ms step_avg:722.19ms
step:11492/40500 train_loss:1.6769 aux_loss:0.0029 train_time:8292214ms step_avg:722.19ms
step:11493/40500 train_loss:1.7369 aux_loss:0.0033 train_time:8292938ms step_avg:722.19ms
step:11494/40500 train_loss:1.6500 aux_loss:0.0030 train_time:8293659ms step_avg:722.19ms
step:11495/40500 train_loss:1.6330 aux_loss:0.0028 train_time:8294380ms step_avg:722.19ms
step:11496/40500 train_loss:1.7151 aux_loss:0.0029 train_time:8295105ms step_avg:722.19ms
step:11497/40500 train_loss:1.6512 aux_loss:0.0028 train_time:8295832ms step_avg:722.19ms
step:11498/40500 train_loss:1.7070 aux_loss:0.0030 train_time:8296556ms step_avg:722.19ms
step:11499/40500 train_loss:1.7322 aux_loss:0.0034 train_time:8297277ms step_avg:722.19ms
step:11500/40500 train_loss:1.6847 aux_loss:0.0031 train_time:8297999ms step_avg:722.19ms
step:11501/40500 train_loss:1.6962 aux_loss:0.0029 train_time:8298722ms step_avg:722.19ms
step:11502/40500 train_loss:1.6634 aux_loss:0.0029 train_time:8299445ms step_avg:722.19ms
step:11503/40500 train_loss:1.6408 aux_loss:0.0030 train_time:8300168ms step_avg:722.19ms
step:11504/40500 train_loss:1.6691 aux_loss:0.0028 train_time:8300892ms step_avg:722.19ms
step:11505/40500 train_loss:1.6614 aux_loss:0.0029 train_time:8301616ms step_avg:722.19ms
step:11506/40500 train_loss:1.6948 aux_loss:0.0031 train_time:8302337ms step_avg:722.19ms
step:11507/40500 train_loss:1.6262 aux_loss:0.0029 train_time:8303059ms step_avg:722.19ms
step:11508/40500 train_loss:1.6413 aux_loss:0.0029 train_time:8303782ms step_avg:722.19ms
step:11509/40500 train_loss:1.6419 aux_loss:0.0028 train_time:8304505ms step_avg:722.19ms
step:11510/40500 train_loss:1.6627 aux_loss:0.0029 train_time:8305230ms step_avg:722.19ms
step:11511/40500 train_loss:1.6275 aux_loss:0.0029 train_time:8305952ms step_avg:722.19ms
step:11512/40500 train_loss:1.6532 aux_loss:0.0030 train_time:8306673ms step_avg:722.19ms
step:11513/40500 train_loss:1.7013 aux_loss:0.0031 train_time:8307395ms step_avg:722.19ms
step:11514/40500 train_loss:1.6593 aux_loss:0.0034 train_time:8308119ms step_avg:722.19ms
step:11515/40500 train_loss:1.6542 aux_loss:0.0031 train_time:8308842ms step_avg:722.19ms
step:11516/40500 train_loss:1.6727 aux_loss:0.0029 train_time:8309564ms step_avg:722.19ms
step:11517/40500 train_loss:1.6293 aux_loss:0.0029 train_time:8310290ms step_avg:722.19ms
step:11518/40500 train_loss:1.6677 aux_loss:0.0030 train_time:8311012ms step_avg:722.19ms
step:11519/40500 train_loss:1.6461 aux_loss:0.0030 train_time:8311733ms step_avg:722.19ms
step:11520/40500 train_loss:1.6338 aux_loss:0.0032 train_time:8312455ms step_avg:722.19ms
step:11521/40500 train_loss:1.7063 aux_loss:0.0033 train_time:8313179ms step_avg:722.19ms
step:11522/40500 train_loss:1.6988 aux_loss:0.0028 train_time:8313903ms step_avg:722.19ms
step:11523/40500 train_loss:1.6608 aux_loss:0.0029 train_time:8314626ms step_avg:722.19ms
step:11524/40500 train_loss:1.6107 aux_loss:0.0028 train_time:8315352ms step_avg:722.19ms
step:11525/40500 train_loss:1.6968 aux_loss:0.0028 train_time:8316073ms step_avg:722.19ms
step:11526/40500 train_loss:1.6948 aux_loss:0.0027 train_time:8316795ms step_avg:722.19ms
step:11527/40500 train_loss:1.6043 aux_loss:0.0028 train_time:8317519ms step_avg:722.19ms
step:11528/40500 train_loss:1.6298 aux_loss:0.0029 train_time:8318242ms step_avg:722.20ms
step:11529/40500 train_loss:1.6569 aux_loss:0.0028 train_time:8318964ms step_avg:722.19ms
step:11530/40500 train_loss:1.7150 aux_loss:0.0029 train_time:8319689ms step_avg:722.20ms
step:11531/40500 train_loss:1.7343 aux_loss:0.0030 train_time:8320410ms step_avg:722.20ms
step:11532/40500 train_loss:1.6998 aux_loss:0.0030 train_time:8321133ms step_avg:722.20ms
step:11533/40500 train_loss:1.6157 aux_loss:0.0028 train_time:8321857ms step_avg:722.20ms
step:11534/40500 train_loss:1.6313 aux_loss:0.0029 train_time:8322580ms step_avg:722.20ms
step:11535/40500 train_loss:1.6648 aux_loss:0.0031 train_time:8323305ms step_avg:722.20ms
step:11536/40500 train_loss:1.6825 aux_loss:0.0032 train_time:8324029ms step_avg:722.20ms
step:11537/40500 train_loss:1.6898 aux_loss:0.0030 train_time:8324752ms step_avg:722.20ms
step:11538/40500 train_loss:1.7016 aux_loss:0.0032 train_time:8325476ms step_avg:722.20ms
step:11539/40500 train_loss:1.6260 aux_loss:0.0029 train_time:8326201ms step_avg:722.20ms
step:11540/40500 train_loss:1.6852 aux_loss:0.0029 train_time:8326925ms step_avg:722.20ms
step:11541/40500 train_loss:1.6622 aux_loss:0.0028 train_time:8327647ms step_avg:722.20ms
step:11542/40500 train_loss:1.6659 aux_loss:0.0028 train_time:8328368ms step_avg:722.20ms
step:11543/40500 train_loss:1.6476 aux_loss:0.0028 train_time:8329091ms step_avg:722.20ms
step:11544/40500 train_loss:1.7198 aux_loss:0.0028 train_time:8329815ms step_avg:722.20ms
step:11545/40500 train_loss:1.7220 aux_loss:0.0034 train_time:8330534ms step_avg:722.20ms
step:11546/40500 train_loss:1.6836 aux_loss:0.0029 train_time:8331258ms step_avg:722.20ms
step:11547/40500 train_loss:1.6376 aux_loss:0.0029 train_time:8331985ms step_avg:722.20ms
step:11548/40500 train_loss:1.6498 aux_loss:0.0029 train_time:8332707ms step_avg:722.20ms
step:11549/40500 train_loss:1.6961 aux_loss:0.0030 train_time:8333429ms step_avg:722.20ms
step:11550/40500 train_loss:1.6940 aux_loss:0.0031 train_time:8334153ms step_avg:722.20ms
step:11551/40500 train_loss:1.6252 aux_loss:0.0030 train_time:8334877ms step_avg:722.20ms
step:11552/40500 train_loss:1.6242 aux_loss:0.0030 train_time:8335600ms step_avg:722.20ms
step:11553/40500 train_loss:1.6596 aux_loss:0.0029 train_time:8336325ms step_avg:722.20ms
step:11554/40500 train_loss:1.6454 aux_loss:0.0029 train_time:8337047ms step_avg:722.20ms
step:11555/40500 train_loss:1.6420 aux_loss:0.0035 train_time:8337770ms step_avg:722.20ms
step:11556/40500 train_loss:1.6968 aux_loss:0.0031 train_time:8338493ms step_avg:722.20ms
step:11557/40500 train_loss:1.6930 aux_loss:0.0029 train_time:8339217ms step_avg:722.20ms
step:11558/40500 train_loss:1.6851 aux_loss:0.0030 train_time:8339942ms step_avg:722.20ms
step:11559/40500 train_loss:1.6628 aux_loss:0.0032 train_time:8340665ms step_avg:722.20ms
step:11560/40500 train_loss:1.6801 aux_loss:0.0034 train_time:8341386ms step_avg:722.20ms
step:11561/40500 train_loss:1.6029 aux_loss:0.0029 train_time:8342110ms step_avg:722.20ms
step:11562/40500 train_loss:1.6972 aux_loss:0.0032 train_time:8342832ms step_avg:722.20ms
step:11563/40500 train_loss:1.6686 aux_loss:0.0031 train_time:8343557ms step_avg:722.20ms
step:11564/40500 train_loss:1.6749 aux_loss:0.0030 train_time:8344282ms step_avg:722.20ms
step:11565/40500 train_loss:1.6636 aux_loss:0.0028 train_time:8345005ms step_avg:722.20ms
step:11566/40500 train_loss:1.6456 aux_loss:0.0029 train_time:8345725ms step_avg:722.20ms
step:11567/40500 train_loss:1.7246 aux_loss:0.0033 train_time:8346449ms step_avg:722.20ms
step:11568/40500 train_loss:1.6505 aux_loss:0.0035 train_time:8347171ms step_avg:722.20ms
step:11569/40500 train_loss:1.6445 aux_loss:0.0032 train_time:8347897ms step_avg:722.20ms
step:11570/40500 train_loss:1.6128 aux_loss:0.0029 train_time:8348621ms step_avg:722.20ms
step:11571/40500 train_loss:1.6321 aux_loss:0.0029 train_time:8349342ms step_avg:722.20ms
step:11572/40500 train_loss:1.6310 aux_loss:0.0031 train_time:8350062ms step_avg:722.20ms
step:11573/40500 train_loss:1.6295 aux_loss:0.0032 train_time:8350785ms step_avg:722.20ms
step:11574/40500 train_loss:1.6405 aux_loss:0.0037 train_time:8351507ms step_avg:722.20ms
step:11575/40500 train_loss:1.6563 aux_loss:0.0029 train_time:8352229ms step_avg:722.20ms
step:11576/40500 train_loss:1.6564 aux_loss:0.0030 train_time:8352953ms step_avg:722.20ms
step:11577/40500 train_loss:1.6361 aux_loss:0.0031 train_time:8353679ms step_avg:722.20ms
step:11578/40500 train_loss:1.7463 aux_loss:0.0030 train_time:8354401ms step_avg:722.20ms
step:11579/40500 train_loss:1.6899 aux_loss:0.0031 train_time:8355123ms step_avg:722.20ms
step:11580/40500 train_loss:1.6912 aux_loss:0.0033 train_time:8355847ms step_avg:722.20ms
step:11581/40500 train_loss:1.6419 aux_loss:0.0032 train_time:8356571ms step_avg:722.20ms
step:11582/40500 train_loss:1.6670 aux_loss:0.0031 train_time:8357296ms step_avg:722.20ms
step:11583/40500 train_loss:1.6873 aux_loss:0.0028 train_time:8358019ms step_avg:722.20ms
step:11584/40500 train_loss:1.7120 aux_loss:0.0029 train_time:8358742ms step_avg:722.20ms
step:11585/40500 train_loss:1.7048 aux_loss:0.0030 train_time:8359465ms step_avg:722.20ms
step:11586/40500 train_loss:1.6430 aux_loss:0.0030 train_time:8360190ms step_avg:722.20ms
step:11587/40500 train_loss:1.6870 aux_loss:0.0030 train_time:8360914ms step_avg:722.20ms
step:11588/40500 train_loss:1.6700 aux_loss:0.0030 train_time:8361637ms step_avg:722.20ms
step:11589/40500 train_loss:1.6442 aux_loss:0.0028 train_time:8362360ms step_avg:722.20ms
step:11590/40500 train_loss:1.6587 aux_loss:0.0029 train_time:8363082ms step_avg:722.20ms
step:11591/40500 train_loss:1.6830 aux_loss:0.0030 train_time:8363805ms step_avg:722.20ms
step:11592/40500 train_loss:1.6916 aux_loss:0.0029 train_time:8364530ms step_avg:722.20ms
step:11593/40500 train_loss:1.6772 aux_loss:0.0030 train_time:8365254ms step_avg:722.20ms
step:11594/40500 train_loss:1.6459 aux_loss:0.0032 train_time:8365977ms step_avg:722.20ms
step:11595/40500 train_loss:1.6359 aux_loss:0.0029 train_time:8366699ms step_avg:722.20ms
step:11596/40500 train_loss:1.6376 aux_loss:0.0028 train_time:8367423ms step_avg:722.20ms
step:11597/40500 train_loss:1.6373 aux_loss:0.0028 train_time:8368147ms step_avg:722.20ms
step:11598/40500 train_loss:1.6928 aux_loss:0.0029 train_time:8368876ms step_avg:722.20ms
step:11599/40500 train_loss:1.6420 aux_loss:0.0032 train_time:8369596ms step_avg:722.20ms
step:11600/40500 train_loss:1.7515 aux_loss:0.0030 train_time:8370318ms step_avg:722.20ms
step:11601/40500 train_loss:1.6370 aux_loss:0.0030 train_time:8371043ms step_avg:722.20ms
step:11602/40500 train_loss:1.6630 aux_loss:0.0031 train_time:8371767ms step_avg:722.20ms
step:11603/40500 train_loss:1.6304 aux_loss:0.0030 train_time:8372493ms step_avg:722.20ms
step:11604/40500 train_loss:1.6415 aux_loss:0.0029 train_time:8373215ms step_avg:722.20ms
step:11605/40500 train_loss:1.6235 aux_loss:0.0029 train_time:8373938ms step_avg:722.20ms
step:11606/40500 train_loss:1.6930 aux_loss:0.0032 train_time:8374661ms step_avg:722.20ms
step:11607/40500 train_loss:1.6434 aux_loss:0.0030 train_time:8375386ms step_avg:722.20ms
step:11608/40500 train_loss:1.6673 aux_loss:0.0030 train_time:8376112ms step_avg:722.20ms
step:11609/40500 train_loss:1.7142 aux_loss:0.0030 train_time:8376835ms step_avg:722.20ms
step:11610/40500 train_loss:1.6783 aux_loss:0.0029 train_time:8377557ms step_avg:722.20ms
step:11611/40500 train_loss:1.6228 aux_loss:0.0030 train_time:8378281ms step_avg:722.20ms
step:11612/40500 train_loss:1.6316 aux_loss:0.0031 train_time:8379006ms step_avg:722.20ms
step:11613/40500 train_loss:1.6583 aux_loss:0.0031 train_time:8379730ms step_avg:722.20ms
step:11614/40500 train_loss:1.6725 aux_loss:0.0031 train_time:8380453ms step_avg:722.20ms
step:11615/40500 train_loss:1.6686 aux_loss:0.0029 train_time:8381174ms step_avg:722.20ms
step:11616/40500 train_loss:1.6448 aux_loss:0.0028 train_time:8381896ms step_avg:722.20ms
step:11617/40500 train_loss:1.6279 aux_loss:0.0030 train_time:8382618ms step_avg:722.20ms
step:11618/40500 train_loss:1.6671 aux_loss:0.0030 train_time:8383342ms step_avg:722.20ms
step:11619/40500 train_loss:1.6711 aux_loss:0.0030 train_time:8384069ms step_avg:722.20ms
step:11620/40500 train_loss:1.6119 aux_loss:0.0027 train_time:8384791ms step_avg:722.20ms
step:11621/40500 train_loss:1.6484 aux_loss:0.0030 train_time:8385515ms step_avg:722.20ms
step:11622/40500 train_loss:1.6547 aux_loss:0.0031 train_time:8386239ms step_avg:722.20ms
step:11623/40500 train_loss:1.6358 aux_loss:0.0029 train_time:8386962ms step_avg:722.20ms
step:11624/40500 train_loss:1.6898 aux_loss:0.0032 train_time:8387687ms step_avg:722.20ms
step:11625/40500 train_loss:1.7295 aux_loss:0.0030 train_time:8388411ms step_avg:722.21ms
step:11626/40500 train_loss:1.7215 aux_loss:0.0031 train_time:8389134ms step_avg:722.21ms
step:11627/40500 train_loss:1.7249 aux_loss:0.0029 train_time:8389856ms step_avg:722.21ms
step:11628/40500 train_loss:1.6714 aux_loss:0.0028 train_time:8390579ms step_avg:722.21ms
step:11629/40500 train_loss:1.7024 aux_loss:0.0030 train_time:8391302ms step_avg:722.21ms
step:11630/40500 train_loss:1.6626 aux_loss:0.0030 train_time:8392025ms step_avg:722.21ms
step:11631/40500 train_loss:1.7198 aux_loss:0.0031 train_time:8392748ms step_avg:722.21ms
step:11632/40500 train_loss:1.6431 aux_loss:0.0030 train_time:8393470ms step_avg:722.21ms
step:11633/40500 train_loss:1.6740 aux_loss:0.0029 train_time:8394191ms step_avg:722.21ms
step:11634/40500 train_loss:1.6841 aux_loss:0.0031 train_time:8394914ms step_avg:722.21ms
step:11635/40500 train_loss:1.6686 aux_loss:0.0030 train_time:8395638ms step_avg:722.21ms
step:11636/40500 train_loss:1.6668 aux_loss:0.0032 train_time:8396362ms step_avg:722.21ms
step:11637/40500 train_loss:1.6129 aux_loss:0.0030 train_time:8397087ms step_avg:722.21ms
step:11638/40500 train_loss:1.6301 aux_loss:0.0030 train_time:8397809ms step_avg:722.21ms
step:11639/40500 train_loss:1.6553 aux_loss:0.0029 train_time:8398531ms step_avg:722.21ms
step:11640/40500 train_loss:1.6524 aux_loss:0.0029 train_time:8399256ms step_avg:722.21ms
step:11641/40500 train_loss:1.6398 aux_loss:0.0028 train_time:8399979ms step_avg:722.21ms
step:11642/40500 train_loss:1.6208 aux_loss:0.0029 train_time:8400704ms step_avg:722.21ms
step:11643/40500 train_loss:1.6784 aux_loss:0.0030 train_time:8401427ms step_avg:722.21ms
step:11644/40500 train_loss:1.6875 aux_loss:0.0030 train_time:8402149ms step_avg:722.21ms
step:11645/40500 train_loss:1.6709 aux_loss:0.0034 train_time:8402872ms step_avg:722.21ms
step:11646/40500 train_loss:1.6664 aux_loss:0.0031 train_time:8403596ms step_avg:722.21ms
step:11647/40500 train_loss:1.6455 aux_loss:0.0033 train_time:8404320ms step_avg:722.21ms
step:11648/40500 train_loss:1.6411 aux_loss:0.0029 train_time:8405044ms step_avg:722.21ms
step:11649/40500 train_loss:1.7162 aux_loss:0.0029 train_time:8405768ms step_avg:722.21ms
step:11650/40500 train_loss:1.6302 aux_loss:0.0031 train_time:8406491ms step_avg:722.21ms
step:11651/40500 train_loss:1.6506 aux_loss:0.0033 train_time:8407215ms step_avg:722.21ms
step:11652/40500 train_loss:1.6633 aux_loss:0.0030 train_time:8407942ms step_avg:722.21ms
step:11653/40500 train_loss:1.6676 aux_loss:0.0029 train_time:8408665ms step_avg:722.21ms
step:11654/40500 train_loss:1.6157 aux_loss:0.0031 train_time:8409388ms step_avg:722.21ms
step:11655/40500 train_loss:1.6273 aux_loss:0.0028 train_time:8410112ms step_avg:722.21ms
step:11656/40500 train_loss:1.6196 aux_loss:0.0029 train_time:8410837ms step_avg:722.21ms
step:11657/40500 train_loss:1.6805 aux_loss:0.0030 train_time:8411563ms step_avg:722.21ms
step:11658/40500 train_loss:1.6859 aux_loss:0.0029 train_time:8412287ms step_avg:722.21ms
step:11659/40500 train_loss:1.6171 aux_loss:0.0031 train_time:8413010ms step_avg:722.21ms
step:11660/40500 train_loss:1.5789 aux_loss:0.0029 train_time:8413734ms step_avg:722.21ms
step:11661/40500 train_loss:1.6421 aux_loss:0.0030 train_time:8414462ms step_avg:722.21ms
step:11662/40500 train_loss:1.6768 aux_loss:0.0030 train_time:8415185ms step_avg:722.21ms
step:11663/40500 train_loss:1.6210 aux_loss:0.0030 train_time:8415904ms step_avg:722.21ms
step:11664/40500 train_loss:1.6594 aux_loss:0.0033 train_time:8416629ms step_avg:722.21ms
step:11665/40500 train_loss:1.7118 aux_loss:0.0031 train_time:8417353ms step_avg:722.21ms
step:11666/40500 train_loss:1.6458 aux_loss:0.0030 train_time:8418079ms step_avg:722.21ms
step:11667/40500 train_loss:1.6926 aux_loss:0.0030 train_time:8418802ms step_avg:722.21ms
step:11668/40500 train_loss:1.7095 aux_loss:0.0033 train_time:8419525ms step_avg:722.21ms
step:11669/40500 train_loss:1.6372 aux_loss:0.0028 train_time:8420246ms step_avg:722.21ms
step:11670/40500 train_loss:1.6698 aux_loss:0.0029 train_time:8420971ms step_avg:722.21ms
step:11671/40500 train_loss:1.6875 aux_loss:0.0030 train_time:8421697ms step_avg:722.21ms
step:11672/40500 train_loss:1.7215 aux_loss:0.0031 train_time:8422422ms step_avg:722.21ms
step:11673/40500 train_loss:1.6452 aux_loss:0.0030 train_time:8423147ms step_avg:722.21ms
step:11674/40500 train_loss:1.6191 aux_loss:0.0030 train_time:8423875ms step_avg:722.21ms
step:11675/40500 train_loss:1.5888 aux_loss:0.0028 train_time:8424600ms step_avg:722.21ms
step:11676/40500 train_loss:1.7157 aux_loss:0.0030 train_time:8425322ms step_avg:722.21ms
step:11677/40500 train_loss:1.6516 aux_loss:0.0040 train_time:8426048ms step_avg:722.21ms
step:11678/40500 train_loss:1.6586 aux_loss:0.0030 train_time:8426771ms step_avg:722.21ms
step:11679/40500 train_loss:1.6778 aux_loss:0.0029 train_time:8427497ms step_avg:722.21ms
step:11680/40500 train_loss:1.6137 aux_loss:0.0030 train_time:8428219ms step_avg:722.21ms
step:11681/40500 train_loss:1.7197 aux_loss:0.0030 train_time:8428940ms step_avg:722.21ms
step:11682/40500 train_loss:1.6743 aux_loss:0.0028 train_time:8429663ms step_avg:722.21ms
step:11683/40500 train_loss:1.6494 aux_loss:0.0029 train_time:8430387ms step_avg:722.21ms
step:11684/40500 train_loss:1.7351 aux_loss:0.0030 train_time:8431110ms step_avg:722.21ms
step:11685/40500 train_loss:1.6744 aux_loss:0.0030 train_time:8431833ms step_avg:722.21ms
step:11686/40500 train_loss:1.6509 aux_loss:0.0029 train_time:8432556ms step_avg:722.21ms
step:11687/40500 train_loss:1.7035 aux_loss:0.0028 train_time:8433279ms step_avg:722.21ms
step:11688/40500 train_loss:1.6844 aux_loss:0.0030 train_time:8434001ms step_avg:722.21ms
step:11689/40500 train_loss:1.6726 aux_loss:0.0030 train_time:8434725ms step_avg:722.21ms
step:11690/40500 train_loss:1.6678 aux_loss:0.0028 train_time:8435448ms step_avg:722.21ms
step:11691/40500 train_loss:1.6763 aux_loss:0.0029 train_time:8436175ms step_avg:722.21ms
step:11692/40500 train_loss:1.6378 aux_loss:0.0030 train_time:8436897ms step_avg:722.21ms
step:11693/40500 train_loss:1.7058 aux_loss:0.0030 train_time:8437619ms step_avg:722.21ms
step:11694/40500 train_loss:1.6448 aux_loss:0.0031 train_time:8438341ms step_avg:722.21ms
step:11695/40500 train_loss:1.6729 aux_loss:0.0029 train_time:8439065ms step_avg:722.21ms
step:11696/40500 train_loss:1.6972 aux_loss:0.0029 train_time:8439789ms step_avg:722.21ms
step:11697/40500 train_loss:1.6304 aux_loss:0.0029 train_time:8440512ms step_avg:722.21ms
step:11698/40500 train_loss:1.7039 aux_loss:0.0029 train_time:8441235ms step_avg:722.21ms
step:11699/40500 train_loss:1.6719 aux_loss:0.0028 train_time:8441956ms step_avg:722.21ms
step:11700/40500 train_loss:1.6701 aux_loss:0.0031 train_time:8442680ms step_avg:722.21ms
step:11701/40500 train_loss:1.6185 aux_loss:0.0029 train_time:8443405ms step_avg:722.21ms
step:11702/40500 train_loss:1.6583 aux_loss:0.0028 train_time:8444126ms step_avg:722.21ms
step:11703/40500 train_loss:1.6541 aux_loss:0.0030 train_time:8444852ms step_avg:722.21ms
step:11704/40500 train_loss:1.6270 aux_loss:0.0032 train_time:8445575ms step_avg:722.21ms
step:11705/40500 train_loss:1.6747 aux_loss:0.0029 train_time:8446295ms step_avg:722.21ms
step:11706/40500 train_loss:1.6090 aux_loss:0.0028 train_time:8447019ms step_avg:722.21ms
step:11707/40500 train_loss:1.6398 aux_loss:0.0028 train_time:8447743ms step_avg:722.21ms
step:11708/40500 train_loss:1.6500 aux_loss:0.0028 train_time:8448470ms step_avg:722.21ms
step:11709/40500 train_loss:1.6564 aux_loss:0.0031 train_time:8449194ms step_avg:722.22ms
step:11710/40500 train_loss:1.6834 aux_loss:0.0030 train_time:8449913ms step_avg:722.21ms
step:11711/40500 train_loss:1.6409 aux_loss:0.0030 train_time:8450635ms step_avg:722.21ms
step:11712/40500 train_loss:1.6859 aux_loss:0.0029 train_time:8451358ms step_avg:722.21ms
step:11713/40500 train_loss:1.6226 aux_loss:0.0029 train_time:8452081ms step_avg:722.21ms
step:11714/40500 train_loss:1.6493 aux_loss:0.0032 train_time:8452806ms step_avg:722.22ms
step:11715/40500 train_loss:1.6506 aux_loss:0.0033 train_time:8453532ms step_avg:722.22ms
step:11716/40500 train_loss:1.6969 aux_loss:0.0030 train_time:8454251ms step_avg:722.22ms
step:11717/40500 train_loss:1.6570 aux_loss:0.0028 train_time:8454973ms step_avg:722.22ms
step:11718/40500 train_loss:1.6541 aux_loss:0.0030 train_time:8455696ms step_avg:722.22ms
step:11719/40500 train_loss:1.6352 aux_loss:0.0031 train_time:8456419ms step_avg:722.22ms
step:11720/40500 train_loss:1.6728 aux_loss:0.0027 train_time:8457143ms step_avg:722.22ms
step:11721/40500 train_loss:1.6858 aux_loss:0.0027 train_time:8457870ms step_avg:722.22ms
step:11722/40500 train_loss:1.6415 aux_loss:0.0030 train_time:8458591ms step_avg:722.22ms
step:11723/40500 train_loss:1.6969 aux_loss:0.0029 train_time:8459315ms step_avg:722.22ms
step:11724/40500 train_loss:1.6469 aux_loss:0.0031 train_time:8460037ms step_avg:722.22ms
step:11725/40500 train_loss:1.6390 aux_loss:0.0029 train_time:8460761ms step_avg:722.22ms
step:11726/40500 train_loss:1.6585 aux_loss:0.0029 train_time:8461485ms step_avg:722.22ms
step:11727/40500 train_loss:1.6931 aux_loss:0.0031 train_time:8462208ms step_avg:722.22ms
step:11728/40500 train_loss:1.7012 aux_loss:0.0029 train_time:8462930ms step_avg:722.22ms
step:11729/40500 train_loss:1.6343 aux_loss:0.0028 train_time:8463653ms step_avg:722.22ms
step:11730/40500 train_loss:1.7438 aux_loss:0.0028 train_time:8464375ms step_avg:722.22ms
step:11731/40500 train_loss:1.6528 aux_loss:0.0030 train_time:8465099ms step_avg:722.22ms
step:11732/40500 train_loss:1.6263 aux_loss:0.0031 train_time:8465826ms step_avg:722.22ms
step:11733/40500 train_loss:1.6671 aux_loss:0.0028 train_time:8466550ms step_avg:722.22ms
step:11734/40500 train_loss:1.6631 aux_loss:0.0028 train_time:8467269ms step_avg:722.22ms
step:11735/40500 train_loss:1.6818 aux_loss:0.0029 train_time:8467990ms step_avg:722.22ms
step:11736/40500 train_loss:1.6415 aux_loss:0.0028 train_time:8468714ms step_avg:722.22ms
step:11737/40500 train_loss:1.7391 aux_loss:0.0029 train_time:8469438ms step_avg:722.22ms
step:11738/40500 train_loss:1.6376 aux_loss:0.0031 train_time:8470164ms step_avg:722.22ms
step:11739/40500 train_loss:1.6868 aux_loss:0.0032 train_time:8470888ms step_avg:722.22ms
step:11740/40500 train_loss:1.6661 aux_loss:0.0032 train_time:8471607ms step_avg:722.22ms
step:11741/40500 train_loss:1.6397 aux_loss:0.0028 train_time:8472330ms step_avg:722.22ms
step:11742/40500 train_loss:1.6925 aux_loss:0.0032 train_time:8473053ms step_avg:722.22ms
step:11743/40500 train_loss:1.6859 aux_loss:0.0031 train_time:8473777ms step_avg:722.22ms
step:11744/40500 train_loss:1.6606 aux_loss:0.0029 train_time:8474502ms step_avg:722.22ms
step:11745/40500 train_loss:1.6624 aux_loss:0.0030 train_time:8475227ms step_avg:722.22ms
step:11746/40500 train_loss:1.6264 aux_loss:0.0027 train_time:8475946ms step_avg:722.22ms
step:11747/40500 train_loss:1.7112 aux_loss:0.0029 train_time:8476667ms step_avg:722.22ms
step:11748/40500 train_loss:1.6628 aux_loss:0.0030 train_time:8477390ms step_avg:722.22ms
step:11749/40500 train_loss:1.6832 aux_loss:0.0032 train_time:8478113ms step_avg:722.22ms
step:11750/40500 train_loss:1.6288 aux_loss:0.0031 train_time:8478836ms step_avg:722.22ms
step:11751/40500 train_loss:1.6277 aux_loss:0.0029 train_time:8479561ms step_avg:722.22ms
step:11752/40500 train_loss:1.6830 aux_loss:0.0030 train_time:8480285ms step_avg:722.22ms
step:11753/40500 train_loss:1.6733 aux_loss:0.0030 train_time:8481006ms step_avg:722.22ms
step:11754/40500 train_loss:1.6775 aux_loss:0.0030 train_time:8481730ms step_avg:722.22ms
step:11755/40500 train_loss:1.6794 aux_loss:0.0030 train_time:8482454ms step_avg:722.22ms
step:11756/40500 train_loss:1.6081 aux_loss:0.0029 train_time:8483179ms step_avg:722.22ms
step:11757/40500 train_loss:1.7048 aux_loss:0.0030 train_time:8483904ms step_avg:722.22ms
step:11758/40500 train_loss:1.6694 aux_loss:0.0028 train_time:8484623ms step_avg:722.22ms
step:11759/40500 train_loss:1.6712 aux_loss:0.0029 train_time:8485344ms step_avg:722.22ms
step:11760/40500 train_loss:1.6981 aux_loss:0.0030 train_time:8486068ms step_avg:722.22ms
step:11761/40500 train_loss:1.6136 aux_loss:0.0030 train_time:8486791ms step_avg:722.22ms
step:11762/40500 train_loss:1.6429 aux_loss:0.0030 train_time:8487516ms step_avg:722.22ms
step:11763/40500 train_loss:1.6947 aux_loss:0.0031 train_time:8488242ms step_avg:722.22ms
step:11764/40500 train_loss:1.6870 aux_loss:0.0032 train_time:8488961ms step_avg:722.22ms
step:11765/40500 train_loss:1.6811 aux_loss:0.0031 train_time:8489682ms step_avg:722.22ms
step:11766/40500 train_loss:1.6717 aux_loss:0.0030 train_time:8490407ms step_avg:722.22ms
step:11767/40500 train_loss:1.6548 aux_loss:0.0029 train_time:8491130ms step_avg:722.22ms
step:11768/40500 train_loss:1.6790 aux_loss:0.0029 train_time:8491854ms step_avg:722.22ms
step:11769/40500 train_loss:1.6586 aux_loss:0.0029 train_time:8492580ms step_avg:722.22ms
step:11770/40500 train_loss:1.5990 aux_loss:0.0031 train_time:8493301ms step_avg:722.22ms
step:11771/40500 train_loss:1.7085 aux_loss:0.0028 train_time:8494023ms step_avg:722.22ms
step:11772/40500 train_loss:1.6536 aux_loss:0.0028 train_time:8494747ms step_avg:722.22ms
step:11773/40500 train_loss:1.7293 aux_loss:0.0027 train_time:8495471ms step_avg:722.22ms
step:11774/40500 train_loss:1.6287 aux_loss:0.0030 train_time:8496197ms step_avg:722.22ms
step:11775/40500 train_loss:1.6901 aux_loss:0.0030 train_time:8496920ms step_avg:722.22ms
step:11776/40500 train_loss:1.6729 aux_loss:0.0029 train_time:8497639ms step_avg:722.22ms
step:11777/40500 train_loss:1.6741 aux_loss:0.0028 train_time:8498361ms step_avg:722.22ms
step:11778/40500 train_loss:1.7051 aux_loss:0.0031 train_time:8499083ms step_avg:722.22ms
step:11779/40500 train_loss:1.6809 aux_loss:0.0037 train_time:8499808ms step_avg:722.22ms
step:11780/40500 train_loss:1.7065 aux_loss:0.0030 train_time:8500532ms step_avg:722.22ms
step:11781/40500 train_loss:1.6426 aux_loss:0.0030 train_time:8501259ms step_avg:722.22ms
step:11782/40500 train_loss:1.6287 aux_loss:0.0029 train_time:8501980ms step_avg:722.22ms
step:11783/40500 train_loss:1.6347 aux_loss:0.0030 train_time:8502704ms step_avg:722.22ms
step:11784/40500 train_loss:1.5975 aux_loss:0.0033 train_time:8503427ms step_avg:722.22ms
step:11785/40500 train_loss:1.5910 aux_loss:0.0028 train_time:8504152ms step_avg:722.22ms
step:11786/40500 train_loss:1.6601 aux_loss:0.0030 train_time:8504875ms step_avg:722.22ms
step:11787/40500 train_loss:1.6913 aux_loss:0.0028 train_time:8505596ms step_avg:722.22ms
step:11788/40500 train_loss:1.6645 aux_loss:0.0029 train_time:8506319ms step_avg:722.22ms
step:11789/40500 train_loss:1.6973 aux_loss:0.0029 train_time:8507041ms step_avg:722.22ms
step:11790/40500 train_loss:1.6815 aux_loss:0.0029 train_time:8507761ms step_avg:722.22ms
step:11791/40500 train_loss:1.6195 aux_loss:0.0029 train_time:8508487ms step_avg:722.22ms
step:11792/40500 train_loss:1.6833 aux_loss:0.0030 train_time:8509211ms step_avg:722.22ms
step:11793/40500 train_loss:1.6930 aux_loss:0.0030 train_time:8509934ms step_avg:722.22ms
step:11794/40500 train_loss:1.6645 aux_loss:0.0029 train_time:8510656ms step_avg:722.22ms
step:11795/40500 train_loss:1.6952 aux_loss:0.0029 train_time:8511379ms step_avg:722.22ms
step:11796/40500 train_loss:1.6521 aux_loss:0.0030 train_time:8512102ms step_avg:722.22ms
step:11797/40500 train_loss:1.6954 aux_loss:0.0030 train_time:8512828ms step_avg:722.22ms
step:11798/40500 train_loss:1.6496 aux_loss:0.0029 train_time:8513555ms step_avg:722.22ms
step:11799/40500 train_loss:1.6448 aux_loss:0.0030 train_time:8514276ms step_avg:722.22ms
step:11800/40500 train_loss:1.7370 aux_loss:0.0033 train_time:8514995ms step_avg:722.22ms
step:11801/40500 train_loss:1.6526 aux_loss:0.0031 train_time:8515719ms step_avg:722.22ms
step:11802/40500 train_loss:1.6272 aux_loss:0.0031 train_time:8516442ms step_avg:722.22ms
step:11803/40500 train_loss:1.6661 aux_loss:0.0031 train_time:8517167ms step_avg:722.22ms
step:11804/40500 train_loss:1.6248 aux_loss:0.0034 train_time:8517893ms step_avg:722.22ms
step:11805/40500 train_loss:1.6611 aux_loss:0.0030 train_time:8518615ms step_avg:722.22ms
step:11806/40500 train_loss:1.7146 aux_loss:0.0030 train_time:8519334ms step_avg:722.22ms
step:11807/40500 train_loss:1.6349 aux_loss:0.0029 train_time:8520058ms step_avg:722.22ms
step:11808/40500 train_loss:1.6978 aux_loss:0.0030 train_time:8520782ms step_avg:722.22ms
step:11809/40500 train_loss:1.6608 aux_loss:0.0029 train_time:8521507ms step_avg:722.22ms
step:11810/40500 train_loss:1.6890 aux_loss:0.0031 train_time:8522232ms step_avg:722.22ms
step:11811/40500 train_loss:1.6870 aux_loss:0.0030 train_time:8522955ms step_avg:722.22ms
step:11812/40500 train_loss:1.7065 aux_loss:0.0029 train_time:8523675ms step_avg:722.22ms
step:11813/40500 train_loss:1.7047 aux_loss:0.0029 train_time:8524396ms step_avg:722.22ms
step:11814/40500 train_loss:1.6259 aux_loss:0.0030 train_time:8525119ms step_avg:722.22ms
step:11815/40500 train_loss:1.6672 aux_loss:0.0034 train_time:8525843ms step_avg:722.22ms
step:11816/40500 train_loss:1.6702 aux_loss:0.0030 train_time:8526566ms step_avg:722.22ms
step:11817/40500 train_loss:1.7128 aux_loss:0.0029 train_time:8527290ms step_avg:722.22ms
step:11818/40500 train_loss:1.6581 aux_loss:0.0029 train_time:8528010ms step_avg:722.22ms
step:11819/40500 train_loss:1.6573 aux_loss:0.0038 train_time:8528733ms step_avg:722.22ms
step:11820/40500 train_loss:1.6779 aux_loss:0.0030 train_time:8529456ms step_avg:722.22ms
step:11821/40500 train_loss:1.6472 aux_loss:0.0029 train_time:8530179ms step_avg:722.22ms
step:11822/40500 train_loss:1.5837 aux_loss:0.0029 train_time:8530905ms step_avg:722.22ms
step:11823/40500 train_loss:1.5715 aux_loss:0.0030 train_time:8531631ms step_avg:722.22ms
step:11824/40500 train_loss:1.6764 aux_loss:0.0029 train_time:8532350ms step_avg:722.22ms
step:11825/40500 train_loss:1.6459 aux_loss:0.0028 train_time:8533072ms step_avg:722.22ms
step:11826/40500 train_loss:1.6560 aux_loss:0.0031 train_time:8533796ms step_avg:722.22ms
step:11827/40500 train_loss:1.6442 aux_loss:0.0029 train_time:8534520ms step_avg:722.22ms
step:11828/40500 train_loss:1.6827 aux_loss:0.0029 train_time:8535246ms step_avg:722.22ms
step:11829/40500 train_loss:1.6781 aux_loss:0.0028 train_time:8535969ms step_avg:722.22ms
step:11830/40500 train_loss:1.6084 aux_loss:0.0029 train_time:8536689ms step_avg:722.22ms
step:11831/40500 train_loss:1.6410 aux_loss:0.0031 train_time:8537413ms step_avg:722.22ms
step:11832/40500 train_loss:1.6511 aux_loss:0.0031 train_time:8538136ms step_avg:722.22ms
step:11833/40500 train_loss:1.6647 aux_loss:0.0032 train_time:8538860ms step_avg:722.22ms
step:11834/40500 train_loss:1.6205 aux_loss:0.0031 train_time:8539587ms step_avg:722.22ms
step:11835/40500 train_loss:1.6999 aux_loss:0.0030 train_time:8540309ms step_avg:722.22ms
step:11836/40500 train_loss:1.6259 aux_loss:0.0035 train_time:8541028ms step_avg:722.22ms
step:11837/40500 train_loss:1.6985 aux_loss:0.0030 train_time:8541751ms step_avg:722.22ms
step:11838/40500 train_loss:1.6896 aux_loss:0.0028 train_time:8542475ms step_avg:722.22ms
step:11839/40500 train_loss:1.6347 aux_loss:0.0028 train_time:8543199ms step_avg:722.22ms
step:11840/40500 train_loss:1.7192 aux_loss:0.0030 train_time:8543925ms step_avg:722.23ms
step:11841/40500 train_loss:1.6159 aux_loss:0.0031 train_time:8544649ms step_avg:722.23ms
step:11842/40500 train_loss:1.6649 aux_loss:0.0028 train_time:8545368ms step_avg:722.23ms
step:11843/40500 train_loss:1.6263 aux_loss:0.0028 train_time:8546090ms step_avg:722.23ms
step:11844/40500 train_loss:1.6212 aux_loss:0.0030 train_time:8546814ms step_avg:722.23ms
step:11845/40500 train_loss:1.6945 aux_loss:0.0030 train_time:8547539ms step_avg:722.23ms
step:11846/40500 train_loss:1.6517 aux_loss:0.0029 train_time:8548264ms step_avg:722.23ms
step:11847/40500 train_loss:1.6918 aux_loss:0.0028 train_time:8548987ms step_avg:722.23ms
step:11848/40500 train_loss:1.7227 aux_loss:0.0029 train_time:8549710ms step_avg:722.23ms
step:11849/40500 train_loss:1.6601 aux_loss:0.0028 train_time:8550433ms step_avg:722.23ms
step:11850/40500 train_loss:1.6714 aux_loss:0.0027 train_time:8551158ms step_avg:722.23ms
step:11851/40500 train_loss:1.7026 aux_loss:0.0028 train_time:8551882ms step_avg:722.23ms
step:11852/40500 train_loss:1.7233 aux_loss:0.0028 train_time:8552605ms step_avg:722.23ms
step:11853/40500 train_loss:1.6641 aux_loss:0.0029 train_time:8553327ms step_avg:722.23ms
step:11854/40500 train_loss:1.6555 aux_loss:0.0030 train_time:8554051ms step_avg:722.23ms
step:11855/40500 train_loss:1.6371 aux_loss:0.0032 train_time:8554773ms step_avg:722.23ms
step:11856/40500 train_loss:1.6175 aux_loss:0.0029 train_time:8555496ms step_avg:722.23ms
step:11857/40500 train_loss:1.6465 aux_loss:0.0029 train_time:8556223ms step_avg:722.23ms
step:11858/40500 train_loss:1.6188 aux_loss:0.0028 train_time:8556944ms step_avg:722.23ms
step:11859/40500 train_loss:1.6425 aux_loss:0.0027 train_time:8557666ms step_avg:722.23ms
step:11860/40500 train_loss:1.6591 aux_loss:0.0031 train_time:8558392ms step_avg:722.23ms
step:11861/40500 train_loss:1.6284 aux_loss:0.0029 train_time:8559114ms step_avg:722.23ms
step:11862/40500 train_loss:1.6402 aux_loss:0.0030 train_time:8559839ms step_avg:722.23ms
step:11863/40500 train_loss:1.6646 aux_loss:0.0032 train_time:8560563ms step_avg:722.23ms
step:11864/40500 train_loss:1.6856 aux_loss:0.0030 train_time:8561285ms step_avg:722.23ms
step:11865/40500 train_loss:1.6003 aux_loss:0.0029 train_time:8562008ms step_avg:722.23ms
step:11866/40500 train_loss:1.6260 aux_loss:0.0029 train_time:8562732ms step_avg:722.23ms
step:11867/40500 train_loss:1.7033 aux_loss:0.0028 train_time:8563458ms step_avg:722.23ms
step:11868/40500 train_loss:1.6886 aux_loss:0.0030 train_time:8564182ms step_avg:722.23ms
step:11869/40500 train_loss:1.6504 aux_loss:0.0030 train_time:8564901ms step_avg:722.23ms
step:11870/40500 train_loss:1.6512 aux_loss:0.0030 train_time:8565624ms step_avg:722.23ms
step:11871/40500 train_loss:1.6560 aux_loss:0.0029 train_time:8566349ms step_avg:722.23ms
step:11872/40500 train_loss:1.6012 aux_loss:0.0030 train_time:8567071ms step_avg:722.23ms
step:11873/40500 train_loss:1.6424 aux_loss:0.0031 train_time:8567795ms step_avg:722.23ms
step:11874/40500 train_loss:1.6342 aux_loss:0.0030 train_time:8568519ms step_avg:722.23ms
step:11875/40500 train_loss:1.5913 aux_loss:0.0032 train_time:8569240ms step_avg:722.23ms
step:11876/40500 train_loss:1.6553 aux_loss:0.0030 train_time:8569960ms step_avg:722.23ms
step:11877/40500 train_loss:1.6350 aux_loss:0.0028 train_time:8570683ms step_avg:722.23ms
step:11878/40500 train_loss:1.5714 aux_loss:0.0029 train_time:8571407ms step_avg:722.23ms
step:11879/40500 train_loss:1.6135 aux_loss:0.0029 train_time:8572130ms step_avg:722.23ms
step:11880/40500 train_loss:1.6678 aux_loss:0.0030 train_time:8572854ms step_avg:722.23ms
step:11881/40500 train_loss:1.6406 aux_loss:0.0031 train_time:8573578ms step_avg:722.23ms
step:11882/40500 train_loss:1.6226 aux_loss:0.0028 train_time:8574299ms step_avg:722.23ms
step:11883/40500 train_loss:1.7205 aux_loss:0.0030 train_time:8575022ms step_avg:722.23ms
step:11884/40500 train_loss:1.6717 aux_loss:0.0030 train_time:8575743ms step_avg:722.23ms
step:11885/40500 train_loss:1.6812 aux_loss:0.0028 train_time:8576465ms step_avg:722.23ms
step:11886/40500 train_loss:1.6796 aux_loss:0.0029 train_time:8577187ms step_avg:722.23ms
step:11887/40500 train_loss:1.6361 aux_loss:0.0030 train_time:8577915ms step_avg:722.23ms
step:11888/40500 train_loss:1.6251 aux_loss:0.0029 train_time:8578638ms step_avg:722.23ms
step:11889/40500 train_loss:1.6685 aux_loss:0.0030 train_time:8579360ms step_avg:722.23ms
step:11890/40500 train_loss:1.6863 aux_loss:0.0029 train_time:8580084ms step_avg:722.23ms
step:11891/40500 train_loss:1.6054 aux_loss:0.0029 train_time:8580808ms step_avg:722.23ms
step:11892/40500 train_loss:1.6188 aux_loss:0.0029 train_time:8581534ms step_avg:722.23ms
step:11893/40500 train_loss:1.6006 aux_loss:0.0029 train_time:8582257ms step_avg:722.23ms
step:11894/40500 train_loss:1.6554 aux_loss:0.0030 train_time:8582978ms step_avg:722.23ms
step:11895/40500 train_loss:1.6322 aux_loss:0.0029 train_time:8583701ms step_avg:722.23ms
step:11896/40500 train_loss:1.6731 aux_loss:0.0028 train_time:8584424ms step_avg:722.23ms
step:11897/40500 train_loss:1.6447 aux_loss:0.0029 train_time:8585147ms step_avg:722.23ms
step:11898/40500 train_loss:1.6714 aux_loss:0.0029 train_time:8585871ms step_avg:722.23ms
step:11899/40500 train_loss:1.6584 aux_loss:0.0031 train_time:8586595ms step_avg:722.23ms
step:11900/40500 train_loss:1.6331 aux_loss:0.0030 train_time:8587316ms step_avg:722.23ms
step:11901/40500 train_loss:1.6533 aux_loss:0.0033 train_time:8588038ms step_avg:722.23ms
step:11902/40500 train_loss:1.6759 aux_loss:0.0030 train_time:8588762ms step_avg:722.23ms
step:11903/40500 train_loss:1.6813 aux_loss:0.0031 train_time:8589484ms step_avg:722.23ms
step:11904/40500 train_loss:1.6716 aux_loss:0.0029 train_time:8590208ms step_avg:722.23ms
step:11905/40500 train_loss:1.6605 aux_loss:0.0033 train_time:8590933ms step_avg:722.23ms
step:11906/40500 train_loss:1.6609 aux_loss:0.0032 train_time:8591656ms step_avg:722.23ms
step:11907/40500 train_loss:1.6752 aux_loss:0.0028 train_time:8592379ms step_avg:722.23ms
step:11908/40500 train_loss:1.6711 aux_loss:0.0029 train_time:8593103ms step_avg:722.23ms
step:11909/40500 train_loss:1.6662 aux_loss:0.0031 train_time:8593828ms step_avg:722.23ms
step:11910/40500 train_loss:1.6327 aux_loss:0.0032 train_time:8594552ms step_avg:722.23ms
step:11911/40500 train_loss:1.6856 aux_loss:0.0032 train_time:8595273ms step_avg:722.23ms
step:11912/40500 train_loss:1.6800 aux_loss:0.0032 train_time:8595996ms step_avg:722.23ms
step:11913/40500 train_loss:1.6908 aux_loss:0.0030 train_time:8596718ms step_avg:722.23ms
step:11914/40500 train_loss:1.6969 aux_loss:0.0028 train_time:8597441ms step_avg:722.23ms
step:11915/40500 train_loss:1.6744 aux_loss:0.0028 train_time:8598165ms step_avg:722.23ms
step:11916/40500 train_loss:1.6809 aux_loss:0.0028 train_time:8598889ms step_avg:722.23ms
step:11917/40500 train_loss:1.6094 aux_loss:0.0029 train_time:8599612ms step_avg:722.23ms
step:11918/40500 train_loss:1.6590 aux_loss:0.0028 train_time:8600336ms step_avg:722.23ms
step:11919/40500 train_loss:1.6687 aux_loss:0.0031 train_time:8601058ms step_avg:722.23ms
step:11920/40500 train_loss:1.6322 aux_loss:0.0032 train_time:8601784ms step_avg:722.23ms
step:11921/40500 train_loss:1.7037 aux_loss:0.0032 train_time:8602508ms step_avg:722.23ms
step:11922/40500 train_loss:1.7164 aux_loss:0.0030 train_time:8603232ms step_avg:722.23ms
step:11923/40500 train_loss:1.6660 aux_loss:0.0033 train_time:8603955ms step_avg:722.23ms
step:11924/40500 train_loss:1.6751 aux_loss:0.0030 train_time:8604680ms step_avg:722.23ms
step:11925/40500 train_loss:1.6495 aux_loss:0.0029 train_time:8605403ms step_avg:722.23ms
step:11926/40500 train_loss:1.6147 aux_loss:0.0028 train_time:8606126ms step_avg:722.23ms
step:11927/40500 train_loss:1.6453 aux_loss:0.0029 train_time:8606847ms step_avg:722.23ms
step:11928/40500 train_loss:1.6860 aux_loss:0.0031 train_time:8607570ms step_avg:722.23ms
step:11929/40500 train_loss:1.6193 aux_loss:0.0033 train_time:8608290ms step_avg:722.23ms
step:11930/40500 train_loss:1.7038 aux_loss:0.0029 train_time:8609012ms step_avg:722.23ms
step:11931/40500 train_loss:1.6793 aux_loss:0.0031 train_time:8609737ms step_avg:722.23ms
step:11932/40500 train_loss:1.6782 aux_loss:0.0032 train_time:8610463ms step_avg:722.23ms
step:11933/40500 train_loss:1.6413 aux_loss:0.0030 train_time:8611190ms step_avg:722.23ms
step:11934/40500 train_loss:1.6396 aux_loss:0.0031 train_time:8611910ms step_avg:722.23ms
step:11935/40500 train_loss:1.6225 aux_loss:0.0029 train_time:8612634ms step_avg:722.23ms
step:11936/40500 train_loss:1.6440 aux_loss:0.0031 train_time:8613358ms step_avg:722.23ms
step:11937/40500 train_loss:1.6571 aux_loss:0.0029 train_time:8614084ms step_avg:722.23ms
step:11938/40500 train_loss:1.6177 aux_loss:0.0028 train_time:8614807ms step_avg:722.23ms
step:11939/40500 train_loss:1.6746 aux_loss:0.0030 train_time:8615530ms step_avg:722.23ms
step:11940/40500 train_loss:1.6099 aux_loss:0.0030 train_time:8616253ms step_avg:722.23ms
step:11941/40500 train_loss:1.6169 aux_loss:0.0030 train_time:8616978ms step_avg:722.23ms
step:11942/40500 train_loss:1.6823 aux_loss:0.0030 train_time:8617702ms step_avg:722.23ms
step:11943/40500 train_loss:1.6359 aux_loss:0.0030 train_time:8618423ms step_avg:722.23ms
step:11944/40500 train_loss:1.6550 aux_loss:0.0030 train_time:8619142ms step_avg:722.23ms
step:11945/40500 train_loss:1.6548 aux_loss:0.0031 train_time:8619864ms step_avg:722.23ms
step:11946/40500 train_loss:1.6580 aux_loss:0.0031 train_time:8620585ms step_avg:722.23ms
step:11947/40500 train_loss:1.6856 aux_loss:0.0030 train_time:8621308ms step_avg:722.23ms
step:11948/40500 train_loss:1.6788 aux_loss:0.0030 train_time:8622031ms step_avg:722.23ms
step:11949/40500 train_loss:1.6614 aux_loss:0.0031 train_time:8622755ms step_avg:722.23ms
step:11950/40500 train_loss:1.6885 aux_loss:0.0029 train_time:8623479ms step_avg:722.23ms
step:11951/40500 train_loss:1.6590 aux_loss:0.0030 train_time:8624202ms step_avg:722.23ms
step:11952/40500 train_loss:1.6271 aux_loss:0.0031 train_time:8624924ms step_avg:722.23ms
step:11953/40500 train_loss:1.6240 aux_loss:0.0029 train_time:8625647ms step_avg:722.23ms
step:11954/40500 train_loss:1.6519 aux_loss:0.0030 train_time:8626370ms step_avg:722.23ms
step:11955/40500 train_loss:1.6480 aux_loss:0.0030 train_time:8627092ms step_avg:722.23ms
step:11956/40500 train_loss:1.6336 aux_loss:0.0031 train_time:8627813ms step_avg:722.23ms
step:11957/40500 train_loss:1.6163 aux_loss:0.0029 train_time:8628538ms step_avg:722.23ms
step:11958/40500 train_loss:1.6841 aux_loss:0.0028 train_time:8629262ms step_avg:722.23ms
step:11959/40500 train_loss:1.6351 aux_loss:0.0031 train_time:8629983ms step_avg:722.23ms
step:11960/40500 train_loss:1.6379 aux_loss:0.0029 train_time:8630705ms step_avg:722.23ms
step:11961/40500 train_loss:1.7732 aux_loss:0.0028 train_time:8631428ms step_avg:722.23ms
step:11962/40500 train_loss:1.6748 aux_loss:0.0029 train_time:8632151ms step_avg:722.23ms
step:11963/40500 train_loss:1.6197 aux_loss:0.0032 train_time:8632875ms step_avg:722.24ms
step:11964/40500 train_loss:1.6716 aux_loss:0.0032 train_time:8633599ms step_avg:722.24ms
step:11965/40500 train_loss:1.6653 aux_loss:0.0031 train_time:8634323ms step_avg:722.24ms
step:11966/40500 train_loss:1.6774 aux_loss:0.0030 train_time:8635045ms step_avg:722.24ms
step:11967/40500 train_loss:1.6854 aux_loss:0.0031 train_time:8635771ms step_avg:722.24ms
step:11968/40500 train_loss:1.6862 aux_loss:0.0032 train_time:8636496ms step_avg:722.24ms
step:11969/40500 train_loss:1.6119 aux_loss:0.0028 train_time:8637220ms step_avg:722.24ms
step:11970/40500 train_loss:1.6335 aux_loss:0.0028 train_time:8637942ms step_avg:722.24ms
step:11971/40500 train_loss:1.7848 aux_loss:0.0033 train_time:8638663ms step_avg:722.24ms
step:11972/40500 train_loss:1.7120 aux_loss:0.0032 train_time:8639385ms step_avg:722.24ms
step:11973/40500 train_loss:1.6850 aux_loss:0.0029 train_time:8640109ms step_avg:722.24ms
step:11974/40500 train_loss:1.5881 aux_loss:0.0028 train_time:8640830ms step_avg:722.24ms
step:11975/40500 train_loss:1.6230 aux_loss:0.0034 train_time:8641554ms step_avg:722.24ms
step:11976/40500 train_loss:1.6441 aux_loss:0.0028 train_time:8642278ms step_avg:722.24ms
step:11977/40500 train_loss:1.6988 aux_loss:0.0028 train_time:8642999ms step_avg:722.24ms
step:11978/40500 train_loss:1.6613 aux_loss:0.0030 train_time:8643721ms step_avg:722.24ms
step:11979/40500 train_loss:1.6170 aux_loss:0.0029 train_time:8644446ms step_avg:722.24ms
step:11980/40500 train_loss:1.6277 aux_loss:0.0029 train_time:8645169ms step_avg:722.24ms
step:11981/40500 train_loss:1.6991 aux_loss:0.0032 train_time:8645896ms step_avg:722.24ms
step:11982/40500 train_loss:1.6335 aux_loss:0.0029 train_time:8646619ms step_avg:722.24ms
step:11983/40500 train_loss:1.6364 aux_loss:0.0031 train_time:8647340ms step_avg:722.24ms
step:11984/40500 train_loss:1.6527 aux_loss:0.0029 train_time:8648066ms step_avg:722.24ms
step:11985/40500 train_loss:1.6493 aux_loss:0.0028 train_time:8648791ms step_avg:722.24ms
step:11986/40500 train_loss:1.6112 aux_loss:0.0031 train_time:8649515ms step_avg:722.24ms
step:11987/40500 train_loss:1.6050 aux_loss:0.0030 train_time:8650237ms step_avg:722.24ms
step:11988/40500 train_loss:1.5632 aux_loss:0.0029 train_time:8650961ms step_avg:722.24ms
step:11989/40500 train_loss:1.6792 aux_loss:0.0030 train_time:8651687ms step_avg:722.24ms
step:11990/40500 train_loss:1.7029 aux_loss:0.0032 train_time:8652412ms step_avg:722.24ms
step:11991/40500 train_loss:1.6165 aux_loss:0.0030 train_time:8653135ms step_avg:722.24ms
step:11992/40500 train_loss:1.6373 aux_loss:0.0031 train_time:8653857ms step_avg:722.24ms
step:11993/40500 train_loss:1.7195 aux_loss:0.0029 train_time:8654579ms step_avg:722.24ms
step:11994/40500 train_loss:1.6320 aux_loss:0.0030 train_time:8655303ms step_avg:722.24ms
step:11995/40500 train_loss:1.6984 aux_loss:0.0032 train_time:8656026ms step_avg:722.24ms
step:11996/40500 train_loss:1.6380 aux_loss:0.0029 train_time:8656752ms step_avg:722.24ms
step:11997/40500 train_loss:1.6331 aux_loss:0.0032 train_time:8657474ms step_avg:722.24ms
step:11998/40500 train_loss:1.6274 aux_loss:0.0031 train_time:8658196ms step_avg:722.24ms
step:11999/40500 train_loss:1.7068 aux_loss:0.0030 train_time:8658919ms step_avg:722.24ms
step:12000/40500 train_loss:1.6529 aux_loss:0.0029 train_time:8659644ms step_avg:722.24ms
step:12000/40500 val_loss:1.6614 val_aux_loss:0.0028 train_time:8659644ms step_avg:722.24ms
step:12001/40500 train_loss:1.6482 aux_loss:0.0027 train_time:8660370ms step_avg:722.24ms
step:12002/40500 train_loss:1.6693 aux_loss:0.0030 train_time:8661095ms step_avg:722.24ms
step:12003/40500 train_loss:1.5969 aux_loss:0.0031 train_time:8661820ms step_avg:722.24ms
step:12004/40500 train_loss:1.6786 aux_loss:0.0030 train_time:8662541ms step_avg:722.24ms
step:12005/40500 train_loss:1.7099 aux_loss:0.0031 train_time:8663264ms step_avg:722.24ms
step:12006/40500 train_loss:1.6359 aux_loss:0.0029 train_time:8663987ms step_avg:722.24ms
step:12007/40500 train_loss:1.6604 aux_loss:0.0031 train_time:8664707ms step_avg:722.24ms
step:12008/40500 train_loss:1.6307 aux_loss:0.0030 train_time:8665434ms step_avg:722.24ms
step:12009/40500 train_loss:1.6961 aux_loss:0.0031 train_time:8666158ms step_avg:722.24ms
step:12010/40500 train_loss:1.6625 aux_loss:0.0029 train_time:8666879ms step_avg:722.24ms
step:12011/40500 train_loss:1.6739 aux_loss:0.0029 train_time:8667601ms step_avg:722.24ms
step:12012/40500 train_loss:1.7385 aux_loss:0.0028 train_time:8668327ms step_avg:722.24ms
step:12013/40500 train_loss:1.6581 aux_loss:0.0029 train_time:8669049ms step_avg:722.24ms
step:12014/40500 train_loss:1.6348 aux_loss:0.0030 train_time:8669776ms step_avg:722.24ms
step:12015/40500 train_loss:1.5858 aux_loss:0.0030 train_time:8670499ms step_avg:722.24ms
step:12016/40500 train_loss:1.6453 aux_loss:0.0030 train_time:8671222ms step_avg:722.24ms
step:12017/40500 train_loss:1.6556 aux_loss:0.0030 train_time:8671946ms step_avg:722.24ms
step:12018/40500 train_loss:1.6820 aux_loss:0.0029 train_time:8672666ms step_avg:722.24ms
step:12019/40500 train_loss:1.6612 aux_loss:0.0033 train_time:8673393ms step_avg:722.24ms
step:12020/40500 train_loss:1.6976 aux_loss:0.0032 train_time:8674117ms step_avg:722.24ms
step:12021/40500 train_loss:1.6783 aux_loss:0.0029 train_time:8674839ms step_avg:722.24ms
step:12022/40500 train_loss:1.6787 aux_loss:0.0030 train_time:8675559ms step_avg:722.24ms
step:12023/40500 train_loss:1.6640 aux_loss:0.0028 train_time:8676282ms step_avg:722.24ms
step:12024/40500 train_loss:1.6697 aux_loss:0.0029 train_time:8677006ms step_avg:722.24ms
step:12025/40500 train_loss:1.6714 aux_loss:0.0030 train_time:8677732ms step_avg:722.24ms
step:12026/40500 train_loss:1.6461 aux_loss:0.0029 train_time:8678456ms step_avg:722.24ms
step:12027/40500 train_loss:1.6471 aux_loss:0.0029 train_time:8679179ms step_avg:722.24ms
step:12028/40500 train_loss:1.6334 aux_loss:0.0028 train_time:8679899ms step_avg:722.24ms
step:12029/40500 train_loss:1.6769 aux_loss:0.0030 train_time:8680623ms step_avg:722.24ms
step:12030/40500 train_loss:1.6013 aux_loss:0.0029 train_time:8681344ms step_avg:722.24ms
step:12031/40500 train_loss:1.6755 aux_loss:0.0030 train_time:8682066ms step_avg:722.24ms
step:12032/40500 train_loss:1.6107 aux_loss:0.0033 train_time:8682793ms step_avg:722.24ms
step:12033/40500 train_loss:1.6898 aux_loss:0.0028 train_time:8683514ms step_avg:722.24ms
step:12034/40500 train_loss:1.6476 aux_loss:0.0030 train_time:8684234ms step_avg:722.24ms
step:12035/40500 train_loss:1.6315 aux_loss:0.0030 train_time:8684957ms step_avg:722.24ms
step:12036/40500 train_loss:1.6592 aux_loss:0.0031 train_time:8685683ms step_avg:722.24ms
step:12037/40500 train_loss:1.6317 aux_loss:0.0029 train_time:8686405ms step_avg:722.24ms
step:12038/40500 train_loss:1.6352 aux_loss:0.0032 train_time:8687132ms step_avg:722.24ms
step:12039/40500 train_loss:1.6156 aux_loss:0.0029 train_time:8687853ms step_avg:722.24ms
step:12040/40500 train_loss:1.6617 aux_loss:0.0031 train_time:8688572ms step_avg:722.24ms
step:12041/40500 train_loss:1.6310 aux_loss:0.0031 train_time:8689294ms step_avg:722.24ms
step:12042/40500 train_loss:1.6261 aux_loss:0.0028 train_time:8690018ms step_avg:722.24ms
step:12043/40500 train_loss:1.6349 aux_loss:0.0028 train_time:8690742ms step_avg:722.24ms
step:12044/40500 train_loss:1.6369 aux_loss:0.0030 train_time:8691466ms step_avg:722.24ms
step:12045/40500 train_loss:1.6563 aux_loss:0.0030 train_time:8692191ms step_avg:722.24ms
step:12046/40500 train_loss:1.6951 aux_loss:0.0028 train_time:8692915ms step_avg:722.24ms
step:12047/40500 train_loss:1.6656 aux_loss:0.0032 train_time:8693639ms step_avg:722.24ms
step:12048/40500 train_loss:1.6311 aux_loss:0.0029 train_time:8694362ms step_avg:722.24ms
step:12049/40500 train_loss:1.6338 aux_loss:0.0029 train_time:8695089ms step_avg:722.24ms
step:12050/40500 train_loss:1.6997 aux_loss:0.0030 train_time:8695812ms step_avg:722.24ms
step:12051/40500 train_loss:1.6221 aux_loss:0.0030 train_time:8696534ms step_avg:722.24ms
step:12052/40500 train_loss:1.7025 aux_loss:0.0029 train_time:8697258ms step_avg:722.24ms
step:12053/40500 train_loss:1.6817 aux_loss:0.0028 train_time:8697987ms step_avg:722.24ms
step:12054/40500 train_loss:1.6190 aux_loss:0.0028 train_time:8698710ms step_avg:722.24ms
step:12055/40500 train_loss:1.6718 aux_loss:0.0030 train_time:8699433ms step_avg:722.24ms
step:12056/40500 train_loss:1.6709 aux_loss:0.0030 train_time:8700156ms step_avg:722.24ms
step:12057/40500 train_loss:1.6756 aux_loss:0.0028 train_time:8700882ms step_avg:722.24ms
step:12058/40500 train_loss:1.6617 aux_loss:0.0028 train_time:8701606ms step_avg:722.24ms
step:12059/40500 train_loss:1.6831 aux_loss:0.0032 train_time:8702329ms step_avg:722.24ms
step:12060/40500 train_loss:1.6372 aux_loss:0.0030 train_time:8703050ms step_avg:722.24ms
step:12061/40500 train_loss:1.6572 aux_loss:0.0028 train_time:8703773ms step_avg:722.24ms
step:12062/40500 train_loss:1.6579 aux_loss:0.0044 train_time:8704496ms step_avg:722.24ms
step:12063/40500 train_loss:1.6173 aux_loss:0.0030 train_time:8705223ms step_avg:722.25ms
step:12064/40500 train_loss:1.6408 aux_loss:0.0028 train_time:8705947ms step_avg:722.25ms
step:12065/40500 train_loss:1.6678 aux_loss:0.0029 train_time:8706670ms step_avg:722.25ms
step:12066/40500 train_loss:1.6719 aux_loss:0.0029 train_time:8707391ms step_avg:722.25ms
step:12067/40500 train_loss:1.6784 aux_loss:0.0030 train_time:8708115ms step_avg:722.25ms
step:12068/40500 train_loss:1.6150 aux_loss:0.0028 train_time:8708839ms step_avg:722.25ms
step:12069/40500 train_loss:1.6400 aux_loss:0.0030 train_time:8709566ms step_avg:722.25ms
step:12070/40500 train_loss:1.6739 aux_loss:0.0030 train_time:8710289ms step_avg:722.25ms
step:12071/40500 train_loss:1.6788 aux_loss:0.0029 train_time:8711011ms step_avg:722.25ms
step:12072/40500 train_loss:1.6307 aux_loss:0.0028 train_time:8711736ms step_avg:722.25ms
step:12073/40500 train_loss:1.7093 aux_loss:0.0030 train_time:8712461ms step_avg:722.25ms
step:12074/40500 train_loss:1.7074 aux_loss:0.0031 train_time:8713185ms step_avg:722.25ms
step:12075/40500 train_loss:1.6150 aux_loss:0.0029 train_time:8713909ms step_avg:722.25ms
step:12076/40500 train_loss:1.7283 aux_loss:0.0029 train_time:8714635ms step_avg:722.25ms
step:12077/40500 train_loss:1.6428 aux_loss:0.0029 train_time:8715357ms step_avg:722.25ms
step:12078/40500 train_loss:1.6989 aux_loss:0.0031 train_time:8716083ms step_avg:722.25ms
step:12079/40500 train_loss:1.7180 aux_loss:0.0031 train_time:8716805ms step_avg:722.25ms
step:12080/40500 train_loss:1.6794 aux_loss:0.0030 train_time:8717528ms step_avg:722.25ms
step:12081/40500 train_loss:1.7257 aux_loss:0.0032 train_time:8718252ms step_avg:722.25ms
step:12082/40500 train_loss:1.6360 aux_loss:0.0030 train_time:8718976ms step_avg:722.25ms
step:12083/40500 train_loss:1.6705 aux_loss:0.0028 train_time:8719703ms step_avg:722.25ms
step:12084/40500 train_loss:1.6937 aux_loss:0.0029 train_time:8720427ms step_avg:722.25ms
step:12085/40500 train_loss:1.6510 aux_loss:0.0031 train_time:8721150ms step_avg:722.25ms
step:12086/40500 train_loss:1.6617 aux_loss:0.0030 train_time:8721874ms step_avg:722.25ms
step:12087/40500 train_loss:1.5964 aux_loss:0.0029 train_time:8722602ms step_avg:722.25ms
step:12088/40500 train_loss:1.6219 aux_loss:0.0028 train_time:8723324ms step_avg:722.25ms
step:12089/40500 train_loss:1.6572 aux_loss:0.0031 train_time:8724047ms step_avg:722.25ms
step:12090/40500 train_loss:1.7222 aux_loss:0.0031 train_time:8724772ms step_avg:722.25ms
step:12091/40500 train_loss:1.7512 aux_loss:0.0030 train_time:8725497ms step_avg:722.25ms
step:12092/40500 train_loss:1.6333 aux_loss:0.0028 train_time:8726221ms step_avg:722.25ms
step:12093/40500 train_loss:1.6311 aux_loss:0.0029 train_time:8726944ms step_avg:722.25ms
step:12094/40500 train_loss:1.6340 aux_loss:0.0029 train_time:8727668ms step_avg:722.25ms
step:12095/40500 train_loss:1.6085 aux_loss:0.0029 train_time:8728389ms step_avg:722.25ms
step:12096/40500 train_loss:1.6639 aux_loss:0.0028 train_time:8729114ms step_avg:722.25ms
step:12097/40500 train_loss:1.6460 aux_loss:0.0031 train_time:8729838ms step_avg:722.25ms
step:12098/40500 train_loss:1.6482 aux_loss:0.0027 train_time:8730562ms step_avg:722.25ms
step:12099/40500 train_loss:1.6083 aux_loss:0.0027 train_time:8731288ms step_avg:722.25ms
step:12100/40500 train_loss:1.6571 aux_loss:0.0028 train_time:8732013ms step_avg:722.25ms
step:12101/40500 train_loss:1.6425 aux_loss:0.0031 train_time:8732737ms step_avg:722.25ms
step:12102/40500 train_loss:1.6121 aux_loss:0.0032 train_time:8733461ms step_avg:722.25ms
step:12103/40500 train_loss:1.6367 aux_loss:0.0029 train_time:8734187ms step_avg:722.25ms
step:12104/40500 train_loss:1.6485 aux_loss:0.0029 train_time:8734910ms step_avg:722.25ms
step:12105/40500 train_loss:1.6190 aux_loss:0.0030 train_time:8735637ms step_avg:722.25ms
step:12106/40500 train_loss:1.6872 aux_loss:0.0029 train_time:8736358ms step_avg:722.25ms
step:12107/40500 train_loss:1.6219 aux_loss:0.0028 train_time:8737080ms step_avg:722.25ms
step:12108/40500 train_loss:1.6381 aux_loss:0.0030 train_time:8737804ms step_avg:722.25ms
step:12109/40500 train_loss:1.6730 aux_loss:0.0030 train_time:8738527ms step_avg:722.25ms
step:12110/40500 train_loss:1.6807 aux_loss:0.0029 train_time:8739253ms step_avg:722.25ms
step:12111/40500 train_loss:1.7176 aux_loss:0.0030 train_time:8739979ms step_avg:722.25ms
step:12112/40500 train_loss:1.6425 aux_loss:0.0030 train_time:8740698ms step_avg:722.25ms
step:12113/40500 train_loss:1.7079 aux_loss:0.0030 train_time:8741422ms step_avg:722.25ms
step:12114/40500 train_loss:1.6258 aux_loss:0.0030 train_time:8742146ms step_avg:722.25ms
step:12115/40500 train_loss:1.6830 aux_loss:0.0029 train_time:8742871ms step_avg:722.25ms
step:12116/40500 train_loss:1.6380 aux_loss:0.0028 train_time:8743596ms step_avg:722.25ms
step:12117/40500 train_loss:1.6801 aux_loss:0.0027 train_time:8744321ms step_avg:722.25ms
step:12118/40500 train_loss:1.6700 aux_loss:0.0029 train_time:8745044ms step_avg:722.25ms
step:12119/40500 train_loss:1.7206 aux_loss:0.0029 train_time:8745768ms step_avg:722.25ms
step:12120/40500 train_loss:1.6102 aux_loss:0.0030 train_time:8746492ms step_avg:722.25ms
step:12121/40500 train_loss:1.6756 aux_loss:0.0030 train_time:8747216ms step_avg:722.25ms
step:12122/40500 train_loss:1.6497 aux_loss:0.0029 train_time:8747940ms step_avg:722.25ms
step:12123/40500 train_loss:1.6872 aux_loss:0.0029 train_time:8748665ms step_avg:722.25ms
step:12124/40500 train_loss:1.6657 aux_loss:0.0028 train_time:8749390ms step_avg:722.25ms
step:12125/40500 train_loss:1.6573 aux_loss:0.0028 train_time:8750115ms step_avg:722.25ms
step:12126/40500 train_loss:1.7007 aux_loss:0.0032 train_time:8750837ms step_avg:722.25ms
step:12127/40500 train_loss:1.6837 aux_loss:0.0030 train_time:8751562ms step_avg:722.25ms
step:12128/40500 train_loss:1.6761 aux_loss:0.0029 train_time:8752292ms step_avg:722.26ms
step:12129/40500 train_loss:1.6486 aux_loss:0.0030 train_time:8753015ms step_avg:722.26ms
step:12130/40500 train_loss:1.6577 aux_loss:0.0029 train_time:8753737ms step_avg:722.26ms
step:12131/40500 train_loss:1.6585 aux_loss:0.0030 train_time:8754462ms step_avg:722.26ms
step:12132/40500 train_loss:1.6553 aux_loss:0.0031 train_time:8755187ms step_avg:722.26ms
step:12133/40500 train_loss:1.6960 aux_loss:0.0028 train_time:8755913ms step_avg:722.26ms
step:12134/40500 train_loss:1.5819 aux_loss:0.0028 train_time:8756634ms step_avg:722.26ms
step:12135/40500 train_loss:1.6666 aux_loss:0.0029 train_time:8757355ms step_avg:722.26ms
step:12136/40500 train_loss:1.6265 aux_loss:0.0029 train_time:8758079ms step_avg:722.26ms
step:12137/40500 train_loss:1.6585 aux_loss:0.0028 train_time:8758803ms step_avg:722.26ms
step:12138/40500 train_loss:1.7036 aux_loss:0.0032 train_time:8759532ms step_avg:722.26ms
step:12139/40500 train_loss:1.5772 aux_loss:0.0030 train_time:8760254ms step_avg:722.26ms
step:12140/40500 train_loss:1.6709 aux_loss:0.0032 train_time:8760975ms step_avg:722.26ms
step:12141/40500 train_loss:1.7153 aux_loss:0.0031 train_time:8761699ms step_avg:722.26ms
step:12142/40500 train_loss:1.6933 aux_loss:0.0031 train_time:8762425ms step_avg:722.26ms
step:12143/40500 train_loss:1.6408 aux_loss:0.0031 train_time:8763152ms step_avg:722.26ms
step:12144/40500 train_loss:1.6285 aux_loss:0.0031 train_time:8763876ms step_avg:722.26ms
step:12145/40500 train_loss:1.6538 aux_loss:0.0029 train_time:8764601ms step_avg:722.26ms
step:12146/40500 train_loss:1.7025 aux_loss:0.0032 train_time:8765330ms step_avg:722.26ms
step:12147/40500 train_loss:1.6711 aux_loss:0.0029 train_time:8766054ms step_avg:722.26ms
step:12148/40500 train_loss:1.6841 aux_loss:0.0030 train_time:8766776ms step_avg:722.26ms
step:12149/40500 train_loss:1.6474 aux_loss:0.0030 train_time:8767504ms step_avg:722.26ms
step:12150/40500 train_loss:1.6667 aux_loss:0.0030 train_time:8768230ms step_avg:722.26ms
step:12151/40500 train_loss:1.6962 aux_loss:0.0030 train_time:8768951ms step_avg:722.26ms
step:12152/40500 train_loss:1.6731 aux_loss:0.0028 train_time:8769672ms step_avg:722.26ms
step:12153/40500 train_loss:1.6441 aux_loss:0.0033 train_time:8770397ms step_avg:722.26ms
step:12154/40500 train_loss:1.6551 aux_loss:0.0030 train_time:8771124ms step_avg:722.26ms
step:12155/40500 train_loss:1.6282 aux_loss:0.0030 train_time:8771848ms step_avg:722.26ms
step:12156/40500 train_loss:1.6391 aux_loss:0.0030 train_time:8772571ms step_avg:722.26ms
step:12157/40500 train_loss:1.6257 aux_loss:0.0030 train_time:8773295ms step_avg:722.26ms
step:12158/40500 train_loss:1.7003 aux_loss:0.0029 train_time:8774018ms step_avg:722.26ms
step:12159/40500 train_loss:1.6822 aux_loss:0.0030 train_time:8774746ms step_avg:722.26ms
step:12160/40500 train_loss:1.7354 aux_loss:0.0031 train_time:8775469ms step_avg:722.26ms
step:12161/40500 train_loss:1.6534 aux_loss:0.0028 train_time:8776190ms step_avg:722.26ms
step:12162/40500 train_loss:1.7024 aux_loss:0.0028 train_time:8776914ms step_avg:722.26ms
step:12163/40500 train_loss:1.6146 aux_loss:0.0029 train_time:8777639ms step_avg:722.26ms
step:12164/40500 train_loss:1.6659 aux_loss:0.0029 train_time:8778364ms step_avg:722.26ms
step:12165/40500 train_loss:1.6711 aux_loss:0.0031 train_time:8779087ms step_avg:722.26ms
step:12166/40500 train_loss:1.6940 aux_loss:0.0030 train_time:8779809ms step_avg:722.26ms
step:12167/40500 train_loss:1.6412 aux_loss:0.0029 train_time:8780531ms step_avg:722.26ms
step:12168/40500 train_loss:1.6330 aux_loss:0.0031 train_time:8781255ms step_avg:722.26ms
step:12169/40500 train_loss:1.6313 aux_loss:0.0029 train_time:8781982ms step_avg:722.26ms
step:12170/40500 train_loss:1.6308 aux_loss:0.0029 train_time:8782703ms step_avg:722.26ms
step:12171/40500 train_loss:1.6777 aux_loss:0.0029 train_time:8783425ms step_avg:722.26ms
step:12172/40500 train_loss:1.6567 aux_loss:0.0028 train_time:8784150ms step_avg:722.26ms
step:12173/40500 train_loss:1.7149 aux_loss:0.0031 train_time:8784874ms step_avg:722.26ms
step:12174/40500 train_loss:1.6896 aux_loss:0.0031 train_time:8785600ms step_avg:722.26ms
step:12175/40500 train_loss:1.6440 aux_loss:0.0029 train_time:8786326ms step_avg:722.26ms
step:12176/40500 train_loss:1.6238 aux_loss:0.0033 train_time:8787049ms step_avg:722.26ms
step:12177/40500 train_loss:1.6207 aux_loss:0.0030 train_time:8787770ms step_avg:722.26ms
step:12178/40500 train_loss:1.6695 aux_loss:0.0029 train_time:8788497ms step_avg:722.26ms
step:12179/40500 train_loss:1.7109 aux_loss:0.0034 train_time:8789222ms step_avg:722.26ms
step:12180/40500 train_loss:1.6412 aux_loss:0.0030 train_time:8789944ms step_avg:722.26ms
step:12181/40500 train_loss:1.6811 aux_loss:0.0030 train_time:8790664ms step_avg:722.26ms
step:12182/40500 train_loss:1.6627 aux_loss:0.0031 train_time:8791389ms step_avg:722.26ms
step:12183/40500 train_loss:1.6678 aux_loss:0.0028 train_time:8792112ms step_avg:722.26ms
step:12184/40500 train_loss:1.6296 aux_loss:0.0028 train_time:8792838ms step_avg:722.26ms
step:12185/40500 train_loss:1.5976 aux_loss:0.0028 train_time:8793563ms step_avg:722.26ms
step:12186/40500 train_loss:1.6808 aux_loss:0.0029 train_time:8794286ms step_avg:722.26ms
step:12187/40500 train_loss:1.6144 aux_loss:0.0030 train_time:8795010ms step_avg:722.26ms
step:12188/40500 train_loss:1.6705 aux_loss:0.0031 train_time:8795736ms step_avg:722.26ms
step:12189/40500 train_loss:1.6526 aux_loss:0.0029 train_time:8796462ms step_avg:722.26ms
step:12190/40500 train_loss:1.6290 aux_loss:0.0030 train_time:8797186ms step_avg:722.26ms
step:12191/40500 train_loss:1.7868 aux_loss:0.0029 train_time:8797912ms step_avg:722.27ms
step:12192/40500 train_loss:1.6019 aux_loss:0.0027 train_time:8798638ms step_avg:722.27ms
step:12193/40500 train_loss:1.6755 aux_loss:0.0029 train_time:8799362ms step_avg:722.27ms
step:12194/40500 train_loss:1.6884 aux_loss:0.0028 train_time:8800084ms step_avg:722.27ms
step:12195/40500 train_loss:1.5945 aux_loss:0.0031 train_time:8800811ms step_avg:722.27ms
step:12196/40500 train_loss:1.6670 aux_loss:0.0032 train_time:8801534ms step_avg:722.27ms
step:12197/40500 train_loss:1.6671 aux_loss:0.0031 train_time:8802256ms step_avg:722.27ms
step:12198/40500 train_loss:1.6679 aux_loss:0.0032 train_time:8802979ms step_avg:722.27ms
step:12199/40500 train_loss:1.6220 aux_loss:0.0029 train_time:8803702ms step_avg:722.27ms
step:12200/40500 train_loss:1.7042 aux_loss:0.0032 train_time:8804426ms step_avg:722.27ms
step:12201/40500 train_loss:1.6259 aux_loss:0.0031 train_time:8805149ms step_avg:722.27ms
step:12202/40500 train_loss:1.6242 aux_loss:0.0031 train_time:8805876ms step_avg:722.27ms
step:12203/40500 train_loss:1.6842 aux_loss:0.0030 train_time:8806599ms step_avg:722.27ms
step:12204/40500 train_loss:1.6630 aux_loss:0.0030 train_time:8807321ms step_avg:722.27ms
step:12205/40500 train_loss:1.7039 aux_loss:0.0029 train_time:8808045ms step_avg:722.27ms
step:12206/40500 train_loss:1.5738 aux_loss:0.0027 train_time:8808770ms step_avg:722.27ms
step:12207/40500 train_loss:1.6510 aux_loss:0.0028 train_time:8809495ms step_avg:722.27ms
step:12208/40500 train_loss:1.6509 aux_loss:0.0030 train_time:8810219ms step_avg:722.27ms
step:12209/40500 train_loss:1.6138 aux_loss:0.0030 train_time:8810943ms step_avg:722.27ms
step:12210/40500 train_loss:1.6581 aux_loss:0.0029 train_time:8811667ms step_avg:722.27ms
step:12211/40500 train_loss:1.6999 aux_loss:0.0031 train_time:8812392ms step_avg:722.27ms
step:12212/40500 train_loss:1.7119 aux_loss:0.0028 train_time:8813118ms step_avg:722.27ms
step:12213/40500 train_loss:1.6980 aux_loss:0.0029 train_time:8813841ms step_avg:722.27ms
step:12214/40500 train_loss:1.6753 aux_loss:0.0030 train_time:8814565ms step_avg:722.27ms
step:12215/40500 train_loss:1.6603 aux_loss:0.0029 train_time:8815292ms step_avg:722.27ms
step:12216/40500 train_loss:1.6830 aux_loss:0.0030 train_time:8816016ms step_avg:722.27ms
step:12217/40500 train_loss:1.6647 aux_loss:0.0029 train_time:8816740ms step_avg:722.27ms
step:12218/40500 train_loss:1.6835 aux_loss:0.0030 train_time:8817465ms step_avg:722.27ms
step:12219/40500 train_loss:1.6411 aux_loss:0.0029 train_time:8818191ms step_avg:722.27ms
step:12220/40500 train_loss:1.6312 aux_loss:0.0029 train_time:8818916ms step_avg:722.27ms
step:12221/40500 train_loss:1.6468 aux_loss:0.0031 train_time:8819637ms step_avg:722.27ms
step:12222/40500 train_loss:1.6297 aux_loss:0.0032 train_time:8820361ms step_avg:722.27ms
step:12223/40500 train_loss:1.6691 aux_loss:0.0029 train_time:8821084ms step_avg:722.27ms
step:12224/40500 train_loss:1.6528 aux_loss:0.0038 train_time:8821811ms step_avg:722.27ms
step:12225/40500 train_loss:1.6451 aux_loss:0.0030 train_time:8822535ms step_avg:722.27ms
step:12226/40500 train_loss:1.5947 aux_loss:0.0028 train_time:8823259ms step_avg:722.27ms
step:12227/40500 train_loss:1.5730 aux_loss:0.0030 train_time:8823982ms step_avg:722.27ms
step:12228/40500 train_loss:1.6558 aux_loss:0.0029 train_time:8824708ms step_avg:722.27ms
step:12229/40500 train_loss:1.6932 aux_loss:0.0027 train_time:8825433ms step_avg:722.27ms
step:12230/40500 train_loss:1.6288 aux_loss:0.0029 train_time:8826158ms step_avg:722.27ms
step:12231/40500 train_loss:1.6210 aux_loss:0.0030 train_time:8826884ms step_avg:722.27ms
step:12232/40500 train_loss:1.5948 aux_loss:0.0029 train_time:8827605ms step_avg:722.27ms
step:12233/40500 train_loss:1.6116 aux_loss:0.0033 train_time:8828330ms step_avg:722.27ms
step:12234/40500 train_loss:1.7026 aux_loss:0.0031 train_time:8829053ms step_avg:722.27ms
step:12235/40500 train_loss:1.6734 aux_loss:0.0034 train_time:8829776ms step_avg:722.27ms
step:12236/40500 train_loss:1.6192 aux_loss:0.0030 train_time:8830497ms step_avg:722.27ms
step:12237/40500 train_loss:1.6963 aux_loss:0.0029 train_time:8831222ms step_avg:722.27ms
step:12238/40500 train_loss:1.6622 aux_loss:0.0030 train_time:8831947ms step_avg:722.27ms
step:12239/40500 train_loss:1.7039 aux_loss:0.0030 train_time:8832670ms step_avg:722.27ms
step:12240/40500 train_loss:1.6210 aux_loss:0.0029 train_time:8833393ms step_avg:722.27ms
step:12241/40500 train_loss:1.6125 aux_loss:0.0030 train_time:8834118ms step_avg:722.27ms
step:12242/40500 train_loss:1.7205 aux_loss:0.0036 train_time:8834843ms step_avg:722.27ms
step:12243/40500 train_loss:1.6372 aux_loss:0.0029 train_time:8835567ms step_avg:722.27ms
step:12244/40500 train_loss:1.7135 aux_loss:0.0029 train_time:8836290ms step_avg:722.27ms
step:12245/40500 train_loss:1.6574 aux_loss:0.0029 train_time:8837015ms step_avg:722.27ms
step:12246/40500 train_loss:1.6508 aux_loss:0.0030 train_time:8837737ms step_avg:722.27ms
step:12247/40500 train_loss:1.6491 aux_loss:0.0028 train_time:8838461ms step_avg:722.27ms
step:12248/40500 train_loss:1.6670 aux_loss:0.0028 train_time:8839188ms step_avg:722.27ms
step:12249/40500 train_loss:1.7193 aux_loss:0.0030 train_time:8839911ms step_avg:722.27ms
step:12250/40500 train_loss:1.6527 aux_loss:0.0030 train_time:8840632ms step_avg:722.27ms
step:12251/40500 train_loss:1.6818 aux_loss:0.0030 train_time:8841358ms step_avg:722.27ms
step:12252/40500 train_loss:1.6489 aux_loss:0.0032 train_time:8842084ms step_avg:722.27ms
step:12253/40500 train_loss:1.6885 aux_loss:0.0031 train_time:8842809ms step_avg:722.27ms
step:12254/40500 train_loss:1.6164 aux_loss:0.0029 train_time:8843532ms step_avg:722.27ms
step:12255/40500 train_loss:1.6840 aux_loss:0.0029 train_time:8844258ms step_avg:722.28ms
step:12256/40500 train_loss:1.6335 aux_loss:0.0027 train_time:8844984ms step_avg:722.28ms
step:12257/40500 train_loss:1.7029 aux_loss:0.0030 train_time:8845708ms step_avg:722.28ms
step:12258/40500 train_loss:1.6560 aux_loss:0.0030 train_time:8846430ms step_avg:722.28ms
step:12259/40500 train_loss:1.5894 aux_loss:0.0030 train_time:8847152ms step_avg:722.28ms
step:12260/40500 train_loss:1.6299 aux_loss:0.0035 train_time:8847877ms step_avg:722.28ms
step:12261/40500 train_loss:1.6166 aux_loss:0.0029 train_time:8848604ms step_avg:722.28ms
step:12262/40500 train_loss:1.6316 aux_loss:0.0031 train_time:8849327ms step_avg:722.28ms
step:12263/40500 train_loss:1.6259 aux_loss:0.0029 train_time:8850051ms step_avg:722.28ms
step:12264/40500 train_loss:1.6931 aux_loss:0.0032 train_time:8850776ms step_avg:722.28ms
step:12265/40500 train_loss:1.6287 aux_loss:0.0030 train_time:8851502ms step_avg:722.28ms
step:12266/40500 train_loss:1.6733 aux_loss:0.0031 train_time:8852227ms step_avg:722.28ms
step:12267/40500 train_loss:1.6797 aux_loss:0.0031 train_time:8852952ms step_avg:722.28ms
step:12268/40500 train_loss:1.6630 aux_loss:0.0030 train_time:8853676ms step_avg:722.28ms
step:12269/40500 train_loss:1.6452 aux_loss:0.0029 train_time:8854401ms step_avg:722.28ms
step:12270/40500 train_loss:1.6061 aux_loss:0.0031 train_time:8855126ms step_avg:722.28ms
step:12271/40500 train_loss:1.6181 aux_loss:0.0029 train_time:8855850ms step_avg:722.28ms
step:12272/40500 train_loss:1.6529 aux_loss:0.0027 train_time:8856575ms step_avg:722.28ms
step:12273/40500 train_loss:1.6821 aux_loss:0.0029 train_time:8857303ms step_avg:722.28ms
step:12274/40500 train_loss:1.6509 aux_loss:0.0032 train_time:8858026ms step_avg:722.28ms
step:12275/40500 train_loss:1.6445 aux_loss:0.0030 train_time:8858749ms step_avg:722.28ms
step:12276/40500 train_loss:1.6357 aux_loss:0.0029 train_time:8859473ms step_avg:722.28ms
step:12277/40500 train_loss:1.6753 aux_loss:0.0027 train_time:8860199ms step_avg:722.28ms
step:12278/40500 train_loss:1.6488 aux_loss:0.0027 train_time:8860923ms step_avg:722.28ms
step:12279/40500 train_loss:1.6467 aux_loss:0.0030 train_time:8861646ms step_avg:722.28ms
step:12280/40500 train_loss:1.6534 aux_loss:0.0030 train_time:8862372ms step_avg:722.28ms
step:12281/40500 train_loss:1.6809 aux_loss:0.0032 train_time:8863097ms step_avg:722.28ms
step:12282/40500 train_loss:1.6391 aux_loss:0.0032 train_time:8863822ms step_avg:722.28ms
step:12283/40500 train_loss:1.6449 aux_loss:0.0030 train_time:8864543ms step_avg:722.28ms
step:12284/40500 train_loss:1.6290 aux_loss:0.0029 train_time:8865263ms step_avg:722.28ms
step:12285/40500 train_loss:1.6723 aux_loss:0.0031 train_time:8865986ms step_avg:722.28ms
step:12286/40500 train_loss:1.6648 aux_loss:0.0029 train_time:8866709ms step_avg:722.28ms
step:12287/40500 train_loss:1.6891 aux_loss:0.0029 train_time:8867435ms step_avg:722.28ms
step:12288/40500 train_loss:1.6278 aux_loss:0.0031 train_time:8868161ms step_avg:722.28ms
step:12289/40500 train_loss:1.6481 aux_loss:0.0030 train_time:8868884ms step_avg:722.28ms
step:12290/40500 train_loss:1.7360 aux_loss:0.0032 train_time:8869606ms step_avg:722.28ms
step:12291/40500 train_loss:1.6716 aux_loss:0.0030 train_time:8870330ms step_avg:722.28ms
step:12292/40500 train_loss:1.6453 aux_loss:0.0031 train_time:8871057ms step_avg:722.28ms
step:12293/40500 train_loss:1.6429 aux_loss:0.0032 train_time:8871781ms step_avg:722.28ms
step:12294/40500 train_loss:1.6453 aux_loss:0.0032 train_time:8872504ms step_avg:722.28ms
step:12295/40500 train_loss:1.6820 aux_loss:0.0029 train_time:8873229ms step_avg:722.28ms
step:12296/40500 train_loss:1.6189 aux_loss:0.0030 train_time:8873953ms step_avg:722.28ms
step:12297/40500 train_loss:1.6299 aux_loss:0.0032 train_time:8874679ms step_avg:722.28ms
step:12298/40500 train_loss:1.6414 aux_loss:0.0030 train_time:8875400ms step_avg:722.28ms
step:12299/40500 train_loss:1.6721 aux_loss:0.0029 train_time:8876122ms step_avg:722.28ms
step:12300/40500 train_loss:1.6786 aux_loss:0.0030 train_time:8876847ms step_avg:722.28ms
step:12301/40500 train_loss:1.6865 aux_loss:0.0030 train_time:8877569ms step_avg:722.28ms
step:12302/40500 train_loss:1.6566 aux_loss:0.0040 train_time:8878293ms step_avg:722.28ms
step:12303/40500 train_loss:1.7251 aux_loss:0.0029 train_time:8879018ms step_avg:722.28ms
step:12304/40500 train_loss:1.6632 aux_loss:0.0030 train_time:8879742ms step_avg:722.28ms
step:12305/40500 train_loss:1.6399 aux_loss:0.0029 train_time:8880468ms step_avg:722.28ms
step:12306/40500 train_loss:1.5972 aux_loss:0.0032 train_time:8881194ms step_avg:722.28ms
step:12307/40500 train_loss:1.6657 aux_loss:0.0030 train_time:8881919ms step_avg:722.28ms
step:12308/40500 train_loss:1.6634 aux_loss:0.0029 train_time:8882641ms step_avg:722.28ms
step:12309/40500 train_loss:1.6160 aux_loss:0.0029 train_time:8883363ms step_avg:722.28ms
step:12310/40500 train_loss:1.5987 aux_loss:0.0029 train_time:8884089ms step_avg:722.28ms
step:12311/40500 train_loss:1.6382 aux_loss:0.0031 train_time:8884816ms step_avg:722.28ms
step:12312/40500 train_loss:1.6698 aux_loss:0.0032 train_time:8885538ms step_avg:722.28ms
step:12313/40500 train_loss:1.6938 aux_loss:0.0030 train_time:8886257ms step_avg:722.28ms
step:12314/40500 train_loss:1.6265 aux_loss:0.0030 train_time:8886982ms step_avg:722.28ms
step:12315/40500 train_loss:1.6799 aux_loss:0.0030 train_time:8887705ms step_avg:722.28ms
step:12316/40500 train_loss:1.6236 aux_loss:0.0029 train_time:8888431ms step_avg:722.28ms
step:12317/40500 train_loss:1.6436 aux_loss:0.0029 train_time:8889155ms step_avg:722.28ms
step:12318/40500 train_loss:1.6899 aux_loss:0.0030 train_time:8889879ms step_avg:722.28ms
step:12319/40500 train_loss:1.6185 aux_loss:0.0030 train_time:8890601ms step_avg:722.28ms
step:12320/40500 train_loss:1.6666 aux_loss:0.0029 train_time:8891326ms step_avg:722.28ms
step:12321/40500 train_loss:1.6455 aux_loss:0.0028 train_time:8892054ms step_avg:722.29ms
step:12322/40500 train_loss:1.6233 aux_loss:0.0030 train_time:8892778ms step_avg:722.29ms
step:12323/40500 train_loss:1.6128 aux_loss:0.0032 train_time:8893502ms step_avg:722.29ms
step:12324/40500 train_loss:1.6282 aux_loss:0.0029 train_time:8894228ms step_avg:722.29ms
step:12325/40500 train_loss:1.6724 aux_loss:0.0029 train_time:8894954ms step_avg:722.29ms
step:12326/40500 train_loss:1.6385 aux_loss:0.0030 train_time:8895677ms step_avg:722.29ms
step:12327/40500 train_loss:1.6866 aux_loss:0.0033 train_time:8896402ms step_avg:722.29ms
step:12328/40500 train_loss:1.6569 aux_loss:0.0033 train_time:8897128ms step_avg:722.29ms
step:12329/40500 train_loss:1.7063 aux_loss:0.0030 train_time:8897853ms step_avg:722.29ms
step:12330/40500 train_loss:1.6943 aux_loss:0.0031 train_time:8898576ms step_avg:722.29ms
step:12331/40500 train_loss:1.6412 aux_loss:0.0029 train_time:8899300ms step_avg:722.29ms
step:12332/40500 train_loss:1.6466 aux_loss:0.0028 train_time:8900025ms step_avg:722.29ms
step:12333/40500 train_loss:1.6404 aux_loss:0.0029 train_time:8900751ms step_avg:722.29ms
step:12334/40500 train_loss:1.5872 aux_loss:0.0030 train_time:8901475ms step_avg:722.29ms
step:12335/40500 train_loss:1.6606 aux_loss:0.0030 train_time:8902199ms step_avg:722.29ms
step:12336/40500 train_loss:1.6702 aux_loss:0.0030 train_time:8902923ms step_avg:722.29ms
step:12337/40500 train_loss:1.6088 aux_loss:0.0029 train_time:8903650ms step_avg:722.29ms
step:12338/40500 train_loss:1.6852 aux_loss:0.0029 train_time:8904375ms step_avg:722.29ms
step:12339/40500 train_loss:1.7042 aux_loss:0.0030 train_time:8905099ms step_avg:722.29ms
step:12340/40500 train_loss:1.6756 aux_loss:0.0031 train_time:8905823ms step_avg:722.29ms
step:12341/40500 train_loss:1.6171 aux_loss:0.0027 train_time:8906550ms step_avg:722.29ms
step:12342/40500 train_loss:1.6525 aux_loss:0.0030 train_time:8907273ms step_avg:722.29ms
step:12343/40500 train_loss:1.6345 aux_loss:0.0030 train_time:8907997ms step_avg:722.29ms
step:12344/40500 train_loss:1.6461 aux_loss:0.0032 train_time:8908723ms step_avg:722.29ms
step:12345/40500 train_loss:1.6310 aux_loss:0.0029 train_time:8909449ms step_avg:722.29ms
step:12346/40500 train_loss:1.6325 aux_loss:0.0031 train_time:8910173ms step_avg:722.29ms
step:12347/40500 train_loss:1.6520 aux_loss:0.0029 train_time:8910898ms step_avg:722.29ms
step:12348/40500 train_loss:1.6288 aux_loss:0.0031 train_time:8911623ms step_avg:722.29ms
step:12349/40500 train_loss:1.6250 aux_loss:0.0031 train_time:8912348ms step_avg:722.29ms
step:12350/40500 train_loss:1.5733 aux_loss:0.0030 train_time:8913071ms step_avg:722.29ms
step:12351/40500 train_loss:1.6541 aux_loss:0.0031 train_time:8913795ms step_avg:722.29ms
step:12352/40500 train_loss:1.6422 aux_loss:0.0029 train_time:8914521ms step_avg:722.29ms
step:12353/40500 train_loss:1.5867 aux_loss:0.0029 train_time:8915246ms step_avg:722.29ms
step:12354/40500 train_loss:1.6096 aux_loss:0.0028 train_time:8915969ms step_avg:722.29ms
step:12355/40500 train_loss:1.6673 aux_loss:0.0029 train_time:8916694ms step_avg:722.29ms
step:12356/40500 train_loss:1.7332 aux_loss:0.0030 train_time:8917419ms step_avg:722.29ms
step:12357/40500 train_loss:1.6454 aux_loss:0.0036 train_time:8918147ms step_avg:722.29ms
step:12358/40500 train_loss:1.6194 aux_loss:0.0029 train_time:8918867ms step_avg:722.29ms
step:12359/40500 train_loss:1.6749 aux_loss:0.0030 train_time:8919591ms step_avg:722.29ms
step:12360/40500 train_loss:1.6641 aux_loss:0.0033 train_time:8920315ms step_avg:722.29ms
step:12361/40500 train_loss:1.6465 aux_loss:0.0030 train_time:8921044ms step_avg:722.29ms
step:12362/40500 train_loss:1.6604 aux_loss:0.0029 train_time:8921767ms step_avg:722.29ms
step:12363/40500 train_loss:1.6366 aux_loss:0.0029 train_time:8922487ms step_avg:722.29ms
step:12364/40500 train_loss:1.6511 aux_loss:0.0031 train_time:8923206ms step_avg:722.29ms
step:12365/40500 train_loss:1.6753 aux_loss:0.0029 train_time:8923933ms step_avg:722.29ms
step:12366/40500 train_loss:1.6221 aux_loss:0.0030 train_time:8924658ms step_avg:722.29ms
step:12367/40500 train_loss:1.6634 aux_loss:0.0029 train_time:8925385ms step_avg:722.29ms
step:12368/40500 train_loss:1.6839 aux_loss:0.0029 train_time:8926111ms step_avg:722.29ms
step:12369/40500 train_loss:1.7072 aux_loss:0.0030 train_time:8926836ms step_avg:722.29ms
step:12370/40500 train_loss:1.6028 aux_loss:0.0030 train_time:8927560ms step_avg:722.29ms
step:12371/40500 train_loss:1.6442 aux_loss:0.0031 train_time:8928285ms step_avg:722.29ms
step:12372/40500 train_loss:1.5882 aux_loss:0.0028 train_time:8929007ms step_avg:722.29ms
step:12373/40500 train_loss:1.6533 aux_loss:0.0028 train_time:8929729ms step_avg:722.29ms
step:12374/40500 train_loss:1.6541 aux_loss:0.0028 train_time:8930453ms step_avg:722.29ms
step:12375/40500 train_loss:1.6890 aux_loss:0.0028 train_time:8931176ms step_avg:722.29ms
step:12376/40500 train_loss:1.6206 aux_loss:0.0030 train_time:8931902ms step_avg:722.30ms
step:12377/40500 train_loss:1.7327 aux_loss:0.0029 train_time:8932624ms step_avg:722.30ms
step:12378/40500 train_loss:1.6561 aux_loss:0.0031 train_time:8933346ms step_avg:722.30ms
step:12379/40500 train_loss:1.6733 aux_loss:0.0030 train_time:8934068ms step_avg:722.30ms
step:12380/40500 train_loss:1.6637 aux_loss:0.0030 train_time:8934791ms step_avg:722.30ms
step:12381/40500 train_loss:1.6700 aux_loss:0.0030 train_time:8935517ms step_avg:722.30ms
step:12382/40500 train_loss:1.6972 aux_loss:0.0030 train_time:8936239ms step_avg:722.30ms
step:12383/40500 train_loss:1.6284 aux_loss:0.0030 train_time:8936962ms step_avg:722.30ms
step:12384/40500 train_loss:1.6158 aux_loss:0.0031 train_time:8937685ms step_avg:722.30ms
step:12385/40500 train_loss:1.6457 aux_loss:0.0029 train_time:8938407ms step_avg:722.30ms
step:12386/40500 train_loss:1.5707 aux_loss:0.0029 train_time:8939131ms step_avg:722.30ms
step:12387/40500 train_loss:1.6242 aux_loss:0.0031 train_time:8939853ms step_avg:722.30ms
step:12388/40500 train_loss:1.6685 aux_loss:0.0034 train_time:8940577ms step_avg:722.30ms
step:12389/40500 train_loss:1.6602 aux_loss:0.0029 train_time:8941301ms step_avg:722.30ms
step:12390/40500 train_loss:1.6203 aux_loss:0.0029 train_time:8942025ms step_avg:722.30ms
step:12391/40500 train_loss:1.6438 aux_loss:0.0030 train_time:8942749ms step_avg:722.30ms
step:12392/40500 train_loss:1.6206 aux_loss:0.0030 train_time:8943474ms step_avg:722.30ms
step:12393/40500 train_loss:1.6933 aux_loss:0.0031 train_time:8944199ms step_avg:722.30ms
step:12394/40500 train_loss:1.6604 aux_loss:0.0033 train_time:8944922ms step_avg:722.30ms
step:12395/40500 train_loss:1.6120 aux_loss:0.0031 train_time:8945647ms step_avg:722.30ms
step:12396/40500 train_loss:1.6262 aux_loss:0.0030 train_time:8946374ms step_avg:722.30ms
step:12397/40500 train_loss:1.7212 aux_loss:0.0028 train_time:8947098ms step_avg:722.30ms
step:12398/40500 train_loss:1.6293 aux_loss:0.0028 train_time:8947822ms step_avg:722.30ms
step:12399/40500 train_loss:1.6988 aux_loss:0.0028 train_time:8948544ms step_avg:722.30ms
step:12400/40500 train_loss:1.6897 aux_loss:0.0030 train_time:8949272ms step_avg:722.30ms
step:12401/40500 train_loss:1.6935 aux_loss:0.0028 train_time:8949997ms step_avg:722.30ms
step:12402/40500 train_loss:1.6187 aux_loss:0.0029 train_time:8950719ms step_avg:722.30ms
step:12403/40500 train_loss:1.6922 aux_loss:0.0034 train_time:8951444ms step_avg:722.30ms
step:12404/40500 train_loss:1.6629 aux_loss:0.0029 train_time:8952170ms step_avg:722.30ms
step:12405/40500 train_loss:1.6624 aux_loss:0.0031 train_time:8952895ms step_avg:722.30ms
step:12406/40500 train_loss:1.6034 aux_loss:0.0029 train_time:8953618ms step_avg:722.30ms
step:12407/40500 train_loss:1.6261 aux_loss:0.0029 train_time:8954342ms step_avg:722.30ms
step:12408/40500 train_loss:1.6613 aux_loss:0.0031 train_time:8955067ms step_avg:722.30ms
step:12409/40500 train_loss:1.6450 aux_loss:0.0030 train_time:8955792ms step_avg:722.30ms
step:12410/40500 train_loss:1.6936 aux_loss:0.0032 train_time:8956516ms step_avg:722.30ms
step:12411/40500 train_loss:1.6604 aux_loss:0.0034 train_time:8957239ms step_avg:722.30ms
step:12412/40500 train_loss:1.6467 aux_loss:0.0031 train_time:8957962ms step_avg:722.30ms
step:12413/40500 train_loss:1.6418 aux_loss:0.0030 train_time:8958688ms step_avg:722.30ms
step:12414/40500 train_loss:1.6564 aux_loss:0.0029 train_time:8959413ms step_avg:722.30ms
step:12415/40500 train_loss:1.5978 aux_loss:0.0030 train_time:8960136ms step_avg:722.30ms
step:12416/40500 train_loss:1.6334 aux_loss:0.0030 train_time:8960858ms step_avg:722.30ms
step:12417/40500 train_loss:1.6149 aux_loss:0.0030 train_time:8961582ms step_avg:722.30ms
step:12418/40500 train_loss:1.6897 aux_loss:0.0030 train_time:8962306ms step_avg:722.30ms
step:12419/40500 train_loss:1.6178 aux_loss:0.0033 train_time:8963030ms step_avg:722.30ms
step:12420/40500 train_loss:1.6760 aux_loss:0.0030 train_time:8963755ms step_avg:722.30ms
step:12421/40500 train_loss:1.6673 aux_loss:0.0029 train_time:8964478ms step_avg:722.30ms
step:12422/40500 train_loss:1.6659 aux_loss:0.0028 train_time:8965203ms step_avg:722.30ms
step:12423/40500 train_loss:1.6552 aux_loss:0.0028 train_time:8965929ms step_avg:722.30ms
step:12424/40500 train_loss:1.6961 aux_loss:0.0030 train_time:8966654ms step_avg:722.30ms
step:12425/40500 train_loss:1.6007 aux_loss:0.0029 train_time:8967377ms step_avg:722.30ms
step:12426/40500 train_loss:1.6738 aux_loss:0.0028 train_time:8968102ms step_avg:722.30ms
step:12427/40500 train_loss:1.6357 aux_loss:0.0033 train_time:8968827ms step_avg:722.30ms
step:12428/40500 train_loss:1.6129 aux_loss:0.0032 train_time:8969552ms step_avg:722.30ms
step:12429/40500 train_loss:1.6204 aux_loss:0.0028 train_time:8970275ms step_avg:722.30ms
step:12430/40500 train_loss:1.6098 aux_loss:0.0029 train_time:8970999ms step_avg:722.30ms
step:12431/40500 train_loss:1.6092 aux_loss:0.0030 train_time:8971723ms step_avg:722.30ms
step:12432/40500 train_loss:1.6144 aux_loss:0.0030 train_time:8972450ms step_avg:722.30ms
step:12433/40500 train_loss:1.6402 aux_loss:0.0030 train_time:8973172ms step_avg:722.30ms
step:12434/40500 train_loss:1.6886 aux_loss:0.0030 train_time:8973896ms step_avg:722.30ms
step:12435/40500 train_loss:1.6730 aux_loss:0.0030 train_time:8974620ms step_avg:722.30ms
step:12436/40500 train_loss:1.6399 aux_loss:0.0031 train_time:8975345ms step_avg:722.30ms
step:12437/40500 train_loss:1.6487 aux_loss:0.0032 train_time:8976071ms step_avg:722.30ms
step:12438/40500 train_loss:1.6361 aux_loss:0.0032 train_time:8976795ms step_avg:722.30ms
step:12439/40500 train_loss:1.6408 aux_loss:0.0031 train_time:8977518ms step_avg:722.30ms
step:12440/40500 train_loss:1.6364 aux_loss:0.0030 train_time:8978243ms step_avg:722.30ms
step:12441/40500 train_loss:1.6683 aux_loss:0.0030 train_time:8978969ms step_avg:722.30ms
step:12442/40500 train_loss:1.6821 aux_loss:0.0028 train_time:8979690ms step_avg:722.30ms
step:12443/40500 train_loss:1.7049 aux_loss:0.0029 train_time:8980414ms step_avg:722.30ms
step:12444/40500 train_loss:1.6961 aux_loss:0.0030 train_time:8981139ms step_avg:722.30ms
step:12445/40500 train_loss:1.6447 aux_loss:0.0028 train_time:8981866ms step_avg:722.31ms
step:12446/40500 train_loss:1.6231 aux_loss:0.0029 train_time:8982590ms step_avg:722.31ms
step:12447/40500 train_loss:1.6854 aux_loss:0.0031 train_time:8983313ms step_avg:722.31ms
step:12448/40500 train_loss:1.7472 aux_loss:0.0033 train_time:8984037ms step_avg:722.31ms
step:12449/40500 train_loss:1.6563 aux_loss:0.0031 train_time:8984766ms step_avg:722.31ms
step:12450/40500 train_loss:1.6778 aux_loss:0.0029 train_time:8985489ms step_avg:722.31ms
step:12451/40500 train_loss:1.6623 aux_loss:0.0029 train_time:8986211ms step_avg:722.31ms
step:12452/40500 train_loss:1.6772 aux_loss:0.0029 train_time:8986935ms step_avg:722.31ms
step:12453/40500 train_loss:1.7498 aux_loss:0.0028 train_time:8987659ms step_avg:722.31ms
step:12454/40500 train_loss:1.6594 aux_loss:0.0028 train_time:8988384ms step_avg:722.31ms
step:12455/40500 train_loss:1.6293 aux_loss:0.0028 train_time:8989107ms step_avg:722.31ms
step:12456/40500 train_loss:1.6359 aux_loss:0.0029 train_time:8989833ms step_avg:722.31ms
step:12457/40500 train_loss:1.6786 aux_loss:0.0030 train_time:8990556ms step_avg:722.31ms
step:12458/40500 train_loss:1.6774 aux_loss:0.0029 train_time:8991278ms step_avg:722.31ms
step:12459/40500 train_loss:1.7155 aux_loss:0.0030 train_time:8992004ms step_avg:722.31ms
step:12460/40500 train_loss:1.5715 aux_loss:0.0031 train_time:8992729ms step_avg:722.31ms
step:12461/40500 train_loss:1.6187 aux_loss:0.0031 train_time:8993451ms step_avg:722.31ms
step:12462/40500 train_loss:1.6567 aux_loss:0.0028 train_time:8994174ms step_avg:722.31ms
step:12463/40500 train_loss:1.6373 aux_loss:0.0028 train_time:8994899ms step_avg:722.31ms
step:12464/40500 train_loss:1.6414 aux_loss:0.0029 train_time:8995623ms step_avg:722.31ms
step:12465/40500 train_loss:1.6717 aux_loss:0.0030 train_time:8996347ms step_avg:722.31ms
step:12466/40500 train_loss:1.6849 aux_loss:0.0031 train_time:8997072ms step_avg:722.31ms
step:12467/40500 train_loss:1.6652 aux_loss:0.0030 train_time:8997798ms step_avg:722.31ms
step:12468/40500 train_loss:1.6714 aux_loss:0.0029 train_time:8998524ms step_avg:722.31ms
step:12469/40500 train_loss:1.6221 aux_loss:0.0030 train_time:8999247ms step_avg:722.31ms
step:12470/40500 train_loss:1.6564 aux_loss:0.0029 train_time:8999970ms step_avg:722.31ms
step:12471/40500 train_loss:1.6942 aux_loss:0.0029 train_time:9000695ms step_avg:722.31ms
step:12472/40500 train_loss:1.6277 aux_loss:0.0029 train_time:9001422ms step_avg:722.31ms
step:12473/40500 train_loss:1.6596 aux_loss:0.0028 train_time:9002144ms step_avg:722.31ms
step:12474/40500 train_loss:1.6244 aux_loss:0.0031 train_time:9002867ms step_avg:722.31ms
step:12475/40500 train_loss:1.6976 aux_loss:0.0031 train_time:9003591ms step_avg:722.31ms
step:12476/40500 train_loss:1.6904 aux_loss:0.0029 train_time:9004316ms step_avg:722.31ms
step:12477/40500 train_loss:1.6432 aux_loss:0.0029 train_time:9005041ms step_avg:722.31ms
step:12478/40500 train_loss:1.6637 aux_loss:0.0030 train_time:9005762ms step_avg:722.31ms
step:12479/40500 train_loss:1.6391 aux_loss:0.0028 train_time:9006483ms step_avg:722.31ms
step:12480/40500 train_loss:1.6794 aux_loss:0.0028 train_time:9007205ms step_avg:722.31ms
step:12481/40500 train_loss:1.6424 aux_loss:0.0027 train_time:9007929ms step_avg:722.31ms
step:12482/40500 train_loss:1.6941 aux_loss:0.0027 train_time:9008661ms step_avg:722.31ms
step:12483/40500 train_loss:1.6627 aux_loss:0.0028 train_time:9009386ms step_avg:722.31ms
step:12484/40500 train_loss:1.6502 aux_loss:0.0028 train_time:9010110ms step_avg:722.31ms
step:12485/40500 train_loss:1.6697 aux_loss:0.0028 train_time:9010835ms step_avg:722.31ms
step:12486/40500 train_loss:1.6332 aux_loss:0.0030 train_time:9011560ms step_avg:722.31ms
step:12487/40500 train_loss:1.6854 aux_loss:0.0030 train_time:9012283ms step_avg:722.31ms
step:12488/40500 train_loss:1.6336 aux_loss:0.0030 train_time:9013006ms step_avg:722.31ms
step:12489/40500 train_loss:1.6125 aux_loss:0.0031 train_time:9013731ms step_avg:722.31ms
step:12490/40500 train_loss:1.6323 aux_loss:0.0030 train_time:9014453ms step_avg:722.31ms
step:12491/40500 train_loss:1.6394 aux_loss:0.0029 train_time:9015176ms step_avg:722.31ms
step:12492/40500 train_loss:1.7452 aux_loss:0.0029 train_time:9015899ms step_avg:722.31ms
step:12493/40500 train_loss:1.6131 aux_loss:0.0029 train_time:9016626ms step_avg:722.31ms
step:12494/40500 train_loss:1.6131 aux_loss:0.0031 train_time:9017350ms step_avg:722.31ms
step:12495/40500 train_loss:1.6119 aux_loss:0.0030 train_time:9018075ms step_avg:722.31ms
step:12496/40500 train_loss:1.6320 aux_loss:0.0029 train_time:9018800ms step_avg:722.31ms
step:12497/40500 train_loss:1.6329 aux_loss:0.0030 train_time:9019522ms step_avg:722.31ms
step:12498/40500 train_loss:1.6858 aux_loss:0.0028 train_time:9020243ms step_avg:722.31ms
step:12499/40500 train_loss:1.6329 aux_loss:0.0027 train_time:9020971ms step_avg:722.31ms
step:12500/40500 train_loss:1.6588 aux_loss:0.0028 train_time:9021697ms step_avg:722.31ms
step:12501/40500 train_loss:1.6769 aux_loss:0.0030 train_time:9022418ms step_avg:722.31ms
step:12502/40500 train_loss:1.6388 aux_loss:0.0029 train_time:9023139ms step_avg:722.31ms
step:12503/40500 train_loss:1.6463 aux_loss:0.0033 train_time:9023864ms step_avg:722.31ms
step:12504/40500 train_loss:1.6446 aux_loss:0.0030 train_time:9024587ms step_avg:722.31ms
step:12505/40500 train_loss:1.6706 aux_loss:0.0030 train_time:9025312ms step_avg:722.31ms
step:12506/40500 train_loss:1.6470 aux_loss:0.0029 train_time:9026036ms step_avg:722.31ms
step:12507/40500 train_loss:1.6654 aux_loss:0.0031 train_time:9026757ms step_avg:722.31ms
step:12508/40500 train_loss:1.6698 aux_loss:0.0029 train_time:9027479ms step_avg:722.31ms
step:12509/40500 train_loss:1.6691 aux_loss:0.0030 train_time:9028202ms step_avg:722.31ms
step:12510/40500 train_loss:1.6935 aux_loss:0.0029 train_time:9028925ms step_avg:722.31ms
step:12511/40500 train_loss:1.6297 aux_loss:0.0028 train_time:9029649ms step_avg:722.31ms
step:12512/40500 train_loss:1.6262 aux_loss:0.0029 train_time:9030375ms step_avg:722.31ms
step:12513/40500 train_loss:1.6718 aux_loss:0.0031 train_time:9031096ms step_avg:722.31ms
step:12514/40500 train_loss:1.6232 aux_loss:0.0029 train_time:9031820ms step_avg:722.31ms
step:12515/40500 train_loss:1.6585 aux_loss:0.0028 train_time:9032545ms step_avg:722.31ms
step:12516/40500 train_loss:1.6330 aux_loss:0.0029 train_time:9033269ms step_avg:722.31ms
step:12517/40500 train_loss:1.6502 aux_loss:0.0030 train_time:9033994ms step_avg:722.32ms
step:12518/40500 train_loss:1.6553 aux_loss:0.0029 train_time:9034716ms step_avg:722.32ms
step:12519/40500 train_loss:1.6791 aux_loss:0.0029 train_time:9035440ms step_avg:722.32ms
step:12520/40500 train_loss:1.6736 aux_loss:0.0029 train_time:9036165ms step_avg:722.32ms
step:12521/40500 train_loss:1.7132 aux_loss:0.0030 train_time:9036891ms step_avg:722.32ms
step:12522/40500 train_loss:1.5909 aux_loss:0.0029 train_time:9037614ms step_avg:722.32ms
step:12523/40500 train_loss:1.6501 aux_loss:0.0030 train_time:9038339ms step_avg:722.32ms
step:12524/40500 train_loss:1.6749 aux_loss:0.0029 train_time:9039063ms step_avg:722.32ms
step:12525/40500 train_loss:1.6357 aux_loss:0.0029 train_time:9039791ms step_avg:722.32ms
step:12526/40500 train_loss:1.6583 aux_loss:0.0030 train_time:9040514ms step_avg:722.32ms
step:12527/40500 train_loss:1.6348 aux_loss:0.0028 train_time:9041237ms step_avg:722.32ms
step:12528/40500 train_loss:1.6640 aux_loss:0.0028 train_time:9041961ms step_avg:722.32ms
step:12529/40500 train_loss:1.6523 aux_loss:0.0034 train_time:9042687ms step_avg:722.32ms
step:12530/40500 train_loss:1.6780 aux_loss:0.0030 train_time:9043412ms step_avg:722.32ms
step:12531/40500 train_loss:1.6582 aux_loss:0.0028 train_time:9044136ms step_avg:722.32ms
step:12532/40500 train_loss:1.6614 aux_loss:0.0029 train_time:9044861ms step_avg:722.32ms
step:12533/40500 train_loss:1.5930 aux_loss:0.0029 train_time:9045587ms step_avg:722.32ms
step:12534/40500 train_loss:1.6520 aux_loss:0.0029 train_time:9046311ms step_avg:722.32ms
step:12535/40500 train_loss:1.6799 aux_loss:0.0031 train_time:9047035ms step_avg:722.32ms
step:12536/40500 train_loss:1.6499 aux_loss:0.0032 train_time:9047760ms step_avg:722.32ms
step:12537/40500 train_loss:1.5992 aux_loss:0.0032 train_time:9048486ms step_avg:722.32ms
step:12538/40500 train_loss:1.6611 aux_loss:0.0030 train_time:9049211ms step_avg:722.32ms
step:12539/40500 train_loss:1.6644 aux_loss:0.0029 train_time:9049936ms step_avg:722.32ms
step:12540/40500 train_loss:1.6898 aux_loss:0.0030 train_time:9050657ms step_avg:722.32ms
step:12541/40500 train_loss:1.6623 aux_loss:0.0029 train_time:9051382ms step_avg:722.32ms
step:12542/40500 train_loss:1.6810 aux_loss:0.0029 train_time:9052105ms step_avg:722.32ms
step:12543/40500 train_loss:1.7027 aux_loss:0.0031 train_time:9052825ms step_avg:722.32ms
step:12544/40500 train_loss:1.6177 aux_loss:0.0036 train_time:9053548ms step_avg:722.32ms
step:12545/40500 train_loss:1.6238 aux_loss:0.0030 train_time:9054273ms step_avg:722.32ms
step:12546/40500 train_loss:1.6655 aux_loss:0.0031 train_time:9054995ms step_avg:722.32ms
step:12547/40500 train_loss:1.6136 aux_loss:0.0027 train_time:9055718ms step_avg:722.32ms
step:12548/40500 train_loss:1.6313 aux_loss:0.0026 train_time:9056442ms step_avg:722.32ms
step:12549/40500 train_loss:1.6582 aux_loss:0.0030 train_time:9057167ms step_avg:722.32ms
step:12550/40500 train_loss:1.6513 aux_loss:0.0030 train_time:9057890ms step_avg:722.32ms
step:12551/40500 train_loss:1.6278 aux_loss:0.0028 train_time:9058616ms step_avg:722.32ms
step:12552/40500 train_loss:1.6636 aux_loss:0.0029 train_time:9059340ms step_avg:722.32ms
step:12553/40500 train_loss:1.6601 aux_loss:0.0029 train_time:9060065ms step_avg:722.32ms
step:12554/40500 train_loss:1.6959 aux_loss:0.0030 train_time:9060787ms step_avg:722.32ms
step:12555/40500 train_loss:1.7055 aux_loss:0.0028 train_time:9061511ms step_avg:722.32ms
step:12556/40500 train_loss:1.6489 aux_loss:0.0027 train_time:9062237ms step_avg:722.32ms
step:12557/40500 train_loss:1.6673 aux_loss:0.0031 train_time:9062965ms step_avg:722.32ms
step:12558/40500 train_loss:1.6856 aux_loss:0.0029 train_time:9063688ms step_avg:722.32ms
step:12559/40500 train_loss:1.6320 aux_loss:0.0031 train_time:9064412ms step_avg:722.32ms
step:12560/40500 train_loss:1.6966 aux_loss:0.0033 train_time:9065137ms step_avg:722.32ms
step:12561/40500 train_loss:1.6242 aux_loss:0.0030 train_time:9065864ms step_avg:722.32ms
step:12562/40500 train_loss:1.6728 aux_loss:0.0030 train_time:9066588ms step_avg:722.32ms
step:12563/40500 train_loss:1.6851 aux_loss:0.0031 train_time:9067312ms step_avg:722.32ms
step:12564/40500 train_loss:1.6228 aux_loss:0.0031 train_time:9068038ms step_avg:722.32ms
step:12565/40500 train_loss:1.6483 aux_loss:0.0030 train_time:9068760ms step_avg:722.32ms
step:12566/40500 train_loss:1.7032 aux_loss:0.0030 train_time:9069486ms step_avg:722.32ms
step:12567/40500 train_loss:1.6594 aux_loss:0.0030 train_time:9070210ms step_avg:722.32ms
step:12568/40500 train_loss:1.7182 aux_loss:0.0029 train_time:9070936ms step_avg:722.32ms
step:12569/40500 train_loss:1.6540 aux_loss:0.0033 train_time:9071660ms step_avg:722.32ms
step:12570/40500 train_loss:1.6306 aux_loss:0.0032 train_time:9072382ms step_avg:722.32ms
step:12571/40500 train_loss:1.7199 aux_loss:0.0030 train_time:9073104ms step_avg:722.32ms
step:12572/40500 train_loss:1.6237 aux_loss:0.0030 train_time:9073829ms step_avg:722.32ms
step:12573/40500 train_loss:1.6273 aux_loss:0.0029 train_time:9074552ms step_avg:722.32ms
step:12574/40500 train_loss:1.6632 aux_loss:0.0030 train_time:9075278ms step_avg:722.32ms
step:12575/40500 train_loss:1.6558 aux_loss:0.0030 train_time:9076003ms step_avg:722.32ms
step:12576/40500 train_loss:1.6267 aux_loss:0.0030 train_time:9076723ms step_avg:722.32ms
step:12577/40500 train_loss:1.6687 aux_loss:0.0029 train_time:9077444ms step_avg:722.32ms
step:12578/40500 train_loss:1.6489 aux_loss:0.0031 train_time:9078169ms step_avg:722.32ms
step:12579/40500 train_loss:1.6096 aux_loss:0.0028 train_time:9078894ms step_avg:722.32ms
step:12580/40500 train_loss:1.6247 aux_loss:0.0031 train_time:9079619ms step_avg:722.32ms
step:12581/40500 train_loss:1.6121 aux_loss:0.0028 train_time:9080343ms step_avg:722.32ms
step:12582/40500 train_loss:1.6790 aux_loss:0.0031 train_time:9081067ms step_avg:722.32ms
step:12583/40500 train_loss:1.6504 aux_loss:0.0029 train_time:9081792ms step_avg:722.33ms
step:12584/40500 train_loss:1.6453 aux_loss:0.0029 train_time:9082519ms step_avg:722.33ms
step:12585/40500 train_loss:1.7284 aux_loss:0.0029 train_time:9083244ms step_avg:722.33ms
step:12586/40500 train_loss:1.6486 aux_loss:0.0029 train_time:9083969ms step_avg:722.33ms
step:12587/40500 train_loss:1.6326 aux_loss:0.0028 train_time:9084695ms step_avg:722.33ms
step:12588/40500 train_loss:1.6466 aux_loss:0.0029 train_time:9085420ms step_avg:722.33ms
step:12589/40500 train_loss:1.6926 aux_loss:0.0029 train_time:9086143ms step_avg:722.33ms
step:12590/40500 train_loss:1.7069 aux_loss:0.0029 train_time:9086868ms step_avg:722.33ms
step:12591/40500 train_loss:1.6139 aux_loss:0.0027 train_time:9087595ms step_avg:722.33ms
step:12592/40500 train_loss:1.6239 aux_loss:0.0028 train_time:9088320ms step_avg:722.33ms
step:12593/40500 train_loss:1.6632 aux_loss:0.0030 train_time:9089044ms step_avg:722.33ms
step:12594/40500 train_loss:1.6667 aux_loss:0.0028 train_time:9089769ms step_avg:722.33ms
step:12595/40500 train_loss:1.6700 aux_loss:0.0027 train_time:9090499ms step_avg:722.33ms
step:12596/40500 train_loss:1.6859 aux_loss:0.0029 train_time:9091222ms step_avg:722.33ms
step:12597/40500 train_loss:1.6817 aux_loss:0.0028 train_time:9091946ms step_avg:722.33ms
step:12598/40500 train_loss:1.6516 aux_loss:0.0028 train_time:9092671ms step_avg:722.33ms
step:12599/40500 train_loss:1.6135 aux_loss:0.0031 train_time:9093398ms step_avg:722.33ms
step:12600/40500 train_loss:1.6214 aux_loss:0.0029 train_time:9094122ms step_avg:722.33ms
step:12601/40500 train_loss:1.6288 aux_loss:0.0031 train_time:9094847ms step_avg:722.33ms
step:12602/40500 train_loss:1.6569 aux_loss:0.0028 train_time:9095574ms step_avg:722.33ms
step:12603/40500 train_loss:1.6368 aux_loss:0.0029 train_time:9096298ms step_avg:722.33ms
step:12604/40500 train_loss:1.6784 aux_loss:0.0029 train_time:9097021ms step_avg:722.33ms
step:12605/40500 train_loss:1.6940 aux_loss:0.0031 train_time:9097747ms step_avg:722.33ms
step:12606/40500 train_loss:1.7046 aux_loss:0.0031 train_time:9098475ms step_avg:722.33ms
step:12607/40500 train_loss:1.7155 aux_loss:0.0030 train_time:9099199ms step_avg:722.33ms
step:12608/40500 train_loss:1.5905 aux_loss:0.0030 train_time:9099923ms step_avg:722.33ms
step:12609/40500 train_loss:1.6445 aux_loss:0.0030 train_time:9100649ms step_avg:722.33ms
step:12610/40500 train_loss:1.6542 aux_loss:0.0030 train_time:9101376ms step_avg:722.33ms
step:12611/40500 train_loss:1.6827 aux_loss:0.0030 train_time:9102100ms step_avg:722.33ms
step:12612/40500 train_loss:1.6651 aux_loss:0.0032 train_time:9102825ms step_avg:722.33ms
step:12613/40500 train_loss:1.6602 aux_loss:0.0030 train_time:9103549ms step_avg:722.33ms
step:12614/40500 train_loss:1.6255 aux_loss:0.0029 train_time:9104275ms step_avg:722.33ms
step:12615/40500 train_loss:1.6309 aux_loss:0.0031 train_time:9104999ms step_avg:722.33ms
step:12616/40500 train_loss:1.6415 aux_loss:0.0029 train_time:9105725ms step_avg:722.33ms
step:12617/40500 train_loss:1.6351 aux_loss:0.0030 train_time:9106452ms step_avg:722.33ms
step:12618/40500 train_loss:1.6887 aux_loss:0.0032 train_time:9107175ms step_avg:722.33ms
step:12619/40500 train_loss:1.7080 aux_loss:0.0030 train_time:9107899ms step_avg:722.33ms
step:12620/40500 train_loss:1.6537 aux_loss:0.0028 train_time:9108625ms step_avg:722.33ms
step:12621/40500 train_loss:1.6185 aux_loss:0.0027 train_time:9109352ms step_avg:722.33ms
step:12622/40500 train_loss:1.6152 aux_loss:0.0029 train_time:9110076ms step_avg:722.33ms
step:12623/40500 train_loss:1.6508 aux_loss:0.0029 train_time:9110800ms step_avg:722.33ms
step:12624/40500 train_loss:1.6536 aux_loss:0.0029 train_time:9111527ms step_avg:722.33ms
step:12625/40500 train_loss:1.6648 aux_loss:0.0029 train_time:9112254ms step_avg:722.33ms
step:12626/40500 train_loss:1.6677 aux_loss:0.0031 train_time:9112977ms step_avg:722.33ms
step:12627/40500 train_loss:1.6238 aux_loss:0.0031 train_time:9113701ms step_avg:722.33ms
step:12628/40500 train_loss:1.6731 aux_loss:0.0031 train_time:9114429ms step_avg:722.34ms
step:12629/40500 train_loss:1.6548 aux_loss:0.0028 train_time:9115153ms step_avg:722.34ms
step:12630/40500 train_loss:1.6849 aux_loss:0.0027 train_time:9115876ms step_avg:722.34ms
step:12631/40500 train_loss:1.6604 aux_loss:0.0032 train_time:9116600ms step_avg:722.34ms
step:12632/40500 train_loss:1.6484 aux_loss:0.0029 train_time:9117327ms step_avg:722.34ms
step:12633/40500 train_loss:1.6673 aux_loss:0.0030 train_time:9118051ms step_avg:722.34ms
step:12634/40500 train_loss:1.6413 aux_loss:0.0028 train_time:9118774ms step_avg:722.34ms
step:12635/40500 train_loss:1.6149 aux_loss:0.0028 train_time:9119498ms step_avg:722.34ms
step:12636/40500 train_loss:1.6511 aux_loss:0.0030 train_time:9120223ms step_avg:722.34ms
step:12637/40500 train_loss:1.6156 aux_loss:0.0029 train_time:9120948ms step_avg:722.34ms
step:12638/40500 train_loss:1.6598 aux_loss:0.0030 train_time:9121670ms step_avg:722.34ms
step:12639/40500 train_loss:1.7022 aux_loss:0.0030 train_time:9122393ms step_avg:722.34ms
step:12640/40500 train_loss:1.6663 aux_loss:0.0030 train_time:9123116ms step_avg:722.34ms
step:12641/40500 train_loss:1.6080 aux_loss:0.0030 train_time:9123841ms step_avg:722.34ms
step:12642/40500 train_loss:1.6846 aux_loss:0.0031 train_time:9124565ms step_avg:722.34ms
step:12643/40500 train_loss:1.6483 aux_loss:0.0029 train_time:9125289ms step_avg:722.34ms
step:12644/40500 train_loss:1.6819 aux_loss:0.0029 train_time:9126009ms step_avg:722.34ms
step:12645/40500 train_loss:1.6819 aux_loss:0.0027 train_time:9126733ms step_avg:722.34ms
step:12646/40500 train_loss:1.6392 aux_loss:0.0029 train_time:9127458ms step_avg:722.34ms
step:12647/40500 train_loss:1.6364 aux_loss:0.0029 train_time:9128185ms step_avg:722.34ms
step:12648/40500 train_loss:1.6974 aux_loss:0.0030 train_time:9128907ms step_avg:722.34ms
step:12649/40500 train_loss:1.7012 aux_loss:0.0029 train_time:9129628ms step_avg:722.34ms
step:12650/40500 train_loss:1.6686 aux_loss:0.0032 train_time:9130350ms step_avg:722.34ms
step:12651/40500 train_loss:1.6608 aux_loss:0.0029 train_time:9131073ms step_avg:722.34ms
step:12652/40500 train_loss:1.6482 aux_loss:0.0029 train_time:9131797ms step_avg:722.34ms
step:12653/40500 train_loss:1.5750 aux_loss:0.0029 train_time:9132525ms step_avg:722.34ms
step:12654/40500 train_loss:1.7078 aux_loss:0.0032 train_time:9133248ms step_avg:722.34ms
step:12655/40500 train_loss:1.6344 aux_loss:0.0030 train_time:9133971ms step_avg:722.34ms
step:12656/40500 train_loss:1.6174 aux_loss:0.0029 train_time:9134696ms step_avg:722.34ms
step:12657/40500 train_loss:1.6312 aux_loss:0.0028 train_time:9135425ms step_avg:722.34ms
step:12658/40500 train_loss:1.6596 aux_loss:0.0028 train_time:9136148ms step_avg:722.34ms
step:12659/40500 train_loss:1.6813 aux_loss:0.0029 train_time:9136868ms step_avg:722.34ms
step:12660/40500 train_loss:1.6768 aux_loss:0.0029 train_time:9137592ms step_avg:722.34ms
step:12661/40500 train_loss:1.6498 aux_loss:0.0030 train_time:9138314ms step_avg:722.34ms
step:12662/40500 train_loss:1.6422 aux_loss:0.0031 train_time:9139041ms step_avg:722.34ms
step:12663/40500 train_loss:1.6534 aux_loss:0.0031 train_time:9139764ms step_avg:722.34ms
step:12664/40500 train_loss:1.6792 aux_loss:0.0031 train_time:9140489ms step_avg:722.34ms
step:12665/40500 train_loss:1.6834 aux_loss:0.0032 train_time:9141213ms step_avg:722.34ms
step:12666/40500 train_loss:1.5933 aux_loss:0.0030 train_time:9141938ms step_avg:722.34ms
step:12667/40500 train_loss:1.5817 aux_loss:0.0031 train_time:9142664ms step_avg:722.34ms
step:12668/40500 train_loss:1.7034 aux_loss:0.0028 train_time:9143387ms step_avg:722.34ms
step:12669/40500 train_loss:1.6134 aux_loss:0.0030 train_time:9144111ms step_avg:722.34ms
step:12670/40500 train_loss:1.6200 aux_loss:0.0029 train_time:9144837ms step_avg:722.34ms
step:12671/40500 train_loss:1.6213 aux_loss:0.0029 train_time:9145562ms step_avg:722.34ms
step:12672/40500 train_loss:1.6528 aux_loss:0.0030 train_time:9146282ms step_avg:722.34ms
step:12673/40500 train_loss:1.6754 aux_loss:0.0028 train_time:9147003ms step_avg:722.34ms
step:12674/40500 train_loss:1.6279 aux_loss:0.0029 train_time:9147726ms step_avg:722.34ms
step:12675/40500 train_loss:1.6679 aux_loss:0.0030 train_time:9148450ms step_avg:722.34ms
step:12676/40500 train_loss:1.6459 aux_loss:0.0029 train_time:9149175ms step_avg:722.34ms
step:12677/40500 train_loss:1.6876 aux_loss:0.0031 train_time:9149902ms step_avg:722.34ms
step:12678/40500 train_loss:1.6345 aux_loss:0.0030 train_time:9150622ms step_avg:722.34ms
step:12679/40500 train_loss:1.6541 aux_loss:0.0029 train_time:9151341ms step_avg:722.34ms
step:12680/40500 train_loss:1.6502 aux_loss:0.0030 train_time:9152065ms step_avg:722.34ms
step:12681/40500 train_loss:1.6846 aux_loss:0.0029 train_time:9152789ms step_avg:722.34ms
step:12682/40500 train_loss:1.6073 aux_loss:0.0029 train_time:9153514ms step_avg:722.34ms
step:12683/40500 train_loss:1.6553 aux_loss:0.0027 train_time:9154240ms step_avg:722.34ms
step:12684/40500 train_loss:1.6746 aux_loss:0.0027 train_time:9154963ms step_avg:722.34ms
step:12685/40500 train_loss:1.6097 aux_loss:0.0029 train_time:9155682ms step_avg:722.34ms
step:12686/40500 train_loss:1.6280 aux_loss:0.0034 train_time:9156406ms step_avg:722.34ms
step:12687/40500 train_loss:1.7056 aux_loss:0.0029 train_time:9157130ms step_avg:722.34ms
step:12688/40500 train_loss:1.6634 aux_loss:0.0029 train_time:9157857ms step_avg:722.34ms
step:12689/40500 train_loss:1.6217 aux_loss:0.0028 train_time:9158581ms step_avg:722.34ms
step:12690/40500 train_loss:1.6712 aux_loss:0.0027 train_time:9159303ms step_avg:722.34ms
step:12691/40500 train_loss:1.6636 aux_loss:0.0026 train_time:9160025ms step_avg:722.34ms
step:12692/40500 train_loss:1.6645 aux_loss:0.0028 train_time:9160748ms step_avg:722.34ms
step:12693/40500 train_loss:1.6246 aux_loss:0.0029 train_time:9161473ms step_avg:722.34ms
step:12694/40500 train_loss:1.6264 aux_loss:0.0032 train_time:9162198ms step_avg:722.34ms
step:12695/40500 train_loss:1.6405 aux_loss:0.0032 train_time:9162921ms step_avg:722.34ms
step:12696/40500 train_loss:1.6779 aux_loss:0.0031 train_time:9163645ms step_avg:722.34ms
step:12697/40500 train_loss:1.5910 aux_loss:0.0031 train_time:9164369ms step_avg:722.34ms
step:12698/40500 train_loss:1.6238 aux_loss:0.0029 train_time:9165096ms step_avg:722.34ms
step:12699/40500 train_loss:1.6671 aux_loss:0.0029 train_time:9165819ms step_avg:722.34ms
step:12700/40500 train_loss:1.6967 aux_loss:0.0029 train_time:9166542ms step_avg:722.34ms
step:12701/40500 train_loss:1.6259 aux_loss:0.0028 train_time:9167266ms step_avg:722.34ms
step:12702/40500 train_loss:1.6570 aux_loss:0.0030 train_time:9167990ms step_avg:722.34ms
step:12703/40500 train_loss:1.7178 aux_loss:0.0030 train_time:9168715ms step_avg:722.34ms
step:12704/40500 train_loss:1.6407 aux_loss:0.0030 train_time:9169439ms step_avg:722.34ms
step:12705/40500 train_loss:1.6489 aux_loss:0.0028 train_time:9170164ms step_avg:722.34ms
step:12706/40500 train_loss:1.6614 aux_loss:0.0028 train_time:9170887ms step_avg:722.34ms
step:12707/40500 train_loss:1.6211 aux_loss:0.0031 train_time:9171612ms step_avg:722.34ms
step:12708/40500 train_loss:1.7048 aux_loss:0.0028 train_time:9172335ms step_avg:722.34ms
step:12709/40500 train_loss:1.6269 aux_loss:0.0028 train_time:9173058ms step_avg:722.34ms
step:12710/40500 train_loss:1.6780 aux_loss:0.0028 train_time:9173779ms step_avg:722.34ms
step:12711/40500 train_loss:1.6752 aux_loss:0.0032 train_time:9174504ms step_avg:722.34ms
step:12712/40500 train_loss:1.6739 aux_loss:0.0034 train_time:9175230ms step_avg:722.35ms
step:12713/40500 train_loss:1.6262 aux_loss:0.0026 train_time:9175954ms step_avg:722.35ms
step:12714/40500 train_loss:1.6181 aux_loss:0.0030 train_time:9176676ms step_avg:722.35ms
step:12715/40500 train_loss:1.6215 aux_loss:0.0029 train_time:9177400ms step_avg:722.35ms
step:12716/40500 train_loss:1.6253 aux_loss:0.0029 train_time:9178125ms step_avg:722.35ms
step:12717/40500 train_loss:1.6739 aux_loss:0.0028 train_time:9178849ms step_avg:722.35ms
step:12718/40500 train_loss:1.6546 aux_loss:0.0028 train_time:9179573ms step_avg:722.35ms
step:12719/40500 train_loss:1.6396 aux_loss:0.0029 train_time:9180294ms step_avg:722.35ms
step:12720/40500 train_loss:1.5859 aux_loss:0.0029 train_time:9181016ms step_avg:722.35ms
step:12721/40500 train_loss:1.6075 aux_loss:0.0029 train_time:9181740ms step_avg:722.35ms
step:12722/40500 train_loss:1.6883 aux_loss:0.0031 train_time:9182463ms step_avg:722.35ms
step:12723/40500 train_loss:1.6390 aux_loss:0.0030 train_time:9183190ms step_avg:722.35ms
step:12724/40500 train_loss:1.6641 aux_loss:0.0030 train_time:9183913ms step_avg:722.35ms
step:12725/40500 train_loss:1.6781 aux_loss:0.0029 train_time:9184632ms step_avg:722.35ms
step:12726/40500 train_loss:1.6774 aux_loss:0.0030 train_time:9185356ms step_avg:722.35ms
step:12727/40500 train_loss:1.6714 aux_loss:0.0030 train_time:9186079ms step_avg:722.35ms
step:12728/40500 train_loss:1.6306 aux_loss:0.0030 train_time:9186802ms step_avg:722.35ms
step:12729/40500 train_loss:1.6664 aux_loss:0.0031 train_time:9187526ms step_avg:722.35ms
step:12730/40500 train_loss:1.6638 aux_loss:0.0033 train_time:9188250ms step_avg:722.35ms
step:12731/40500 train_loss:1.6180 aux_loss:0.0033 train_time:9188971ms step_avg:722.35ms
step:12732/40500 train_loss:1.7274 aux_loss:0.0031 train_time:9189691ms step_avg:722.35ms
step:12733/40500 train_loss:1.6476 aux_loss:0.0030 train_time:9190414ms step_avg:722.35ms
step:12734/40500 train_loss:1.6016 aux_loss:0.0030 train_time:9191138ms step_avg:722.35ms
step:12735/40500 train_loss:1.6518 aux_loss:0.0028 train_time:9191860ms step_avg:722.35ms
step:12736/40500 train_loss:1.6710 aux_loss:0.0029 train_time:9192587ms step_avg:722.35ms
step:12737/40500 train_loss:1.7039 aux_loss:0.0029 train_time:9193311ms step_avg:722.35ms
step:12738/40500 train_loss:1.7260 aux_loss:0.0030 train_time:9194030ms step_avg:722.35ms
step:12739/40500 train_loss:1.6945 aux_loss:0.0031 train_time:9194751ms step_avg:722.35ms
step:12740/40500 train_loss:1.7047 aux_loss:0.0030 train_time:9195476ms step_avg:722.35ms
step:12741/40500 train_loss:1.6324 aux_loss:0.0030 train_time:9196200ms step_avg:722.35ms
step:12742/40500 train_loss:1.6188 aux_loss:0.0030 train_time:9196925ms step_avg:722.35ms
step:12743/40500 train_loss:1.6396 aux_loss:0.0031 train_time:9197648ms step_avg:722.35ms
step:12744/40500 train_loss:1.6984 aux_loss:0.0030 train_time:9198371ms step_avg:722.35ms
step:12745/40500 train_loss:1.6720 aux_loss:0.0028 train_time:9199095ms step_avg:722.35ms
step:12746/40500 train_loss:1.6329 aux_loss:0.0028 train_time:9199819ms step_avg:722.35ms
step:12747/40500 train_loss:1.6747 aux_loss:0.0029 train_time:9200545ms step_avg:722.35ms
step:12748/40500 train_loss:1.5892 aux_loss:0.0032 train_time:9201268ms step_avg:722.35ms
step:12749/40500 train_loss:1.6721 aux_loss:0.0030 train_time:9201991ms step_avg:722.35ms
step:12750/40500 train_loss:1.5891 aux_loss:0.0030 train_time:9202715ms step_avg:722.35ms
step:12751/40500 train_loss:1.7174 aux_loss:0.0028 train_time:9203440ms step_avg:722.35ms
step:12752/40500 train_loss:1.6755 aux_loss:0.0029 train_time:9204165ms step_avg:722.35ms
step:12753/40500 train_loss:1.7209 aux_loss:0.0030 train_time:9204886ms step_avg:722.35ms
step:12754/40500 train_loss:1.6524 aux_loss:0.0029 train_time:9205609ms step_avg:722.35ms
step:12755/40500 train_loss:1.6365 aux_loss:0.0030 train_time:9206332ms step_avg:722.35ms
step:12756/40500 train_loss:1.6220 aux_loss:0.0032 train_time:9207053ms step_avg:722.35ms
step:12757/40500 train_loss:1.6016 aux_loss:0.0031 train_time:9207779ms step_avg:722.35ms
step:12758/40500 train_loss:1.6373 aux_loss:0.0030 train_time:9208504ms step_avg:722.35ms
step:12759/40500 train_loss:1.6099 aux_loss:0.0031 train_time:9209225ms step_avg:722.35ms
step:12760/40500 train_loss:1.6220 aux_loss:0.0029 train_time:9209950ms step_avg:722.35ms
step:12761/40500 train_loss:1.6638 aux_loss:0.0030 train_time:9210674ms step_avg:722.35ms
step:12762/40500 train_loss:1.5556 aux_loss:0.0031 train_time:9211398ms step_avg:722.35ms
step:12763/40500 train_loss:1.6769 aux_loss:0.0030 train_time:9212124ms step_avg:722.35ms
step:12764/40500 train_loss:1.6344 aux_loss:0.0031 train_time:9212847ms step_avg:722.35ms
step:12765/40500 train_loss:1.6381 aux_loss:0.0035 train_time:9213570ms step_avg:722.35ms
step:12766/40500 train_loss:1.6621 aux_loss:0.0028 train_time:9214295ms step_avg:722.35ms
step:12767/40500 train_loss:1.6623 aux_loss:0.0030 train_time:9215020ms step_avg:722.35ms
step:12768/40500 train_loss:1.6689 aux_loss:0.0029 train_time:9215742ms step_avg:722.35ms
step:12769/40500 train_loss:1.6411 aux_loss:0.0029 train_time:9216465ms step_avg:722.35ms
step:12770/40500 train_loss:1.6518 aux_loss:0.0028 train_time:9217191ms step_avg:722.35ms
step:12771/40500 train_loss:1.6512 aux_loss:0.0029 train_time:9217915ms step_avg:722.35ms
step:12772/40500 train_loss:1.6428 aux_loss:0.0030 train_time:9218640ms step_avg:722.35ms
step:12773/40500 train_loss:1.5967 aux_loss:0.0030 train_time:9219362ms step_avg:722.35ms
step:12774/40500 train_loss:1.6714 aux_loss:0.0032 train_time:9220084ms step_avg:722.35ms
step:12775/40500 train_loss:1.6564 aux_loss:0.0030 train_time:9220806ms step_avg:722.35ms
step:12776/40500 train_loss:1.6316 aux_loss:0.0027 train_time:9221531ms step_avg:722.35ms
step:12777/40500 train_loss:1.6538 aux_loss:0.0027 train_time:9222255ms step_avg:722.35ms
step:12778/40500 train_loss:1.6579 aux_loss:0.0028 train_time:9222979ms step_avg:722.35ms
step:12779/40500 train_loss:1.7047 aux_loss:0.0030 train_time:9223701ms step_avg:722.35ms
step:12780/40500 train_loss:1.6699 aux_loss:0.0032 train_time:9224423ms step_avg:722.35ms
step:12781/40500 train_loss:1.6329 aux_loss:0.0030 train_time:9225148ms step_avg:722.35ms
step:12782/40500 train_loss:1.6989 aux_loss:0.0029 train_time:9225873ms step_avg:722.35ms
step:12783/40500 train_loss:1.5948 aux_loss:0.0028 train_time:9226599ms step_avg:722.35ms
step:12784/40500 train_loss:1.6569 aux_loss:0.0030 train_time:9227320ms step_avg:722.35ms
step:12785/40500 train_loss:1.5999 aux_loss:0.0029 train_time:9228039ms step_avg:722.35ms
step:12786/40500 train_loss:1.7018 aux_loss:0.0031 train_time:9228761ms step_avg:722.35ms
step:12787/40500 train_loss:1.6267 aux_loss:0.0029 train_time:9229487ms step_avg:722.35ms
step:12788/40500 train_loss:1.6567 aux_loss:0.0031 train_time:9230210ms step_avg:722.35ms
step:12789/40500 train_loss:1.6008 aux_loss:0.0028 train_time:9230936ms step_avg:722.35ms
step:12790/40500 train_loss:1.6167 aux_loss:0.0031 train_time:9231660ms step_avg:722.35ms
step:12791/40500 train_loss:1.6525 aux_loss:0.0031 train_time:9232379ms step_avg:722.35ms
step:12792/40500 train_loss:1.6382 aux_loss:0.0029 train_time:9233102ms step_avg:722.35ms
step:12793/40500 train_loss:1.6639 aux_loss:0.0029 train_time:9233824ms step_avg:722.35ms
step:12794/40500 train_loss:1.5552 aux_loss:0.0030 train_time:9234549ms step_avg:722.35ms
step:12795/40500 train_loss:1.6514 aux_loss:0.0028 train_time:9235274ms step_avg:722.35ms
step:12796/40500 train_loss:1.6654 aux_loss:0.0033 train_time:9235998ms step_avg:722.35ms
step:12797/40500 train_loss:1.6236 aux_loss:0.0028 train_time:9236718ms step_avg:722.35ms
step:12798/40500 train_loss:1.6839 aux_loss:0.0029 train_time:9237442ms step_avg:722.35ms
step:12799/40500 train_loss:1.7112 aux_loss:0.0028 train_time:9238167ms step_avg:722.35ms
step:12800/40500 train_loss:1.6617 aux_loss:0.0029 train_time:9238892ms step_avg:722.35ms
step:12801/40500 train_loss:1.6627 aux_loss:0.0028 train_time:9239616ms step_avg:722.35ms
step:12802/40500 train_loss:1.6835 aux_loss:0.0028 train_time:9240340ms step_avg:722.35ms
step:12803/40500 train_loss:1.6656 aux_loss:0.0030 train_time:9241064ms step_avg:722.35ms
step:12804/40500 train_loss:1.7379 aux_loss:0.0031 train_time:9241788ms step_avg:722.35ms
step:12805/40500 train_loss:1.6266 aux_loss:0.0031 train_time:9242513ms step_avg:722.35ms
step:12806/40500 train_loss:1.6090 aux_loss:0.0032 train_time:9243236ms step_avg:722.35ms
step:12807/40500 train_loss:1.6598 aux_loss:0.0029 train_time:9243959ms step_avg:722.35ms
step:12808/40500 train_loss:1.7092 aux_loss:0.0030 train_time:9244684ms step_avg:722.35ms
step:12809/40500 train_loss:1.6546 aux_loss:0.0031 train_time:9245410ms step_avg:722.35ms
step:12810/40500 train_loss:1.6790 aux_loss:0.0048 train_time:9246135ms step_avg:722.35ms
step:12811/40500 train_loss:1.6534 aux_loss:0.0029 train_time:9246856ms step_avg:722.35ms
step:12812/40500 train_loss:1.6802 aux_loss:0.0029 train_time:9247578ms step_avg:722.35ms
step:12813/40500 train_loss:1.6111 aux_loss:0.0028 train_time:9248302ms step_avg:722.35ms
step:12814/40500 train_loss:1.6849 aux_loss:0.0035 train_time:9249028ms step_avg:722.35ms
step:12815/40500 train_loss:1.6418 aux_loss:0.0029 train_time:9249753ms step_avg:722.35ms
step:12816/40500 train_loss:1.6458 aux_loss:0.0028 train_time:9250476ms step_avg:722.35ms
step:12817/40500 train_loss:1.6713 aux_loss:0.0029 train_time:9251201ms step_avg:722.36ms
step:12818/40500 train_loss:1.6926 aux_loss:0.0029 train_time:9251928ms step_avg:722.36ms
step:12819/40500 train_loss:1.6735 aux_loss:0.0029 train_time:9252653ms step_avg:722.36ms
step:12820/40500 train_loss:1.6083 aux_loss:0.0029 train_time:9253371ms step_avg:722.36ms
step:12821/40500 train_loss:1.6853 aux_loss:0.0028 train_time:9254095ms step_avg:722.36ms
step:12822/40500 train_loss:1.5916 aux_loss:0.0032 train_time:9254818ms step_avg:722.36ms
step:12823/40500 train_loss:1.6803 aux_loss:0.0029 train_time:9255542ms step_avg:722.36ms
step:12824/40500 train_loss:1.6015 aux_loss:0.0031 train_time:9256269ms step_avg:722.36ms
step:12825/40500 train_loss:1.6936 aux_loss:0.0030 train_time:9256993ms step_avg:722.36ms
step:12826/40500 train_loss:1.6867 aux_loss:0.0031 train_time:9257713ms step_avg:722.36ms
step:12827/40500 train_loss:1.6709 aux_loss:0.0029 train_time:9258435ms step_avg:722.36ms
step:12828/40500 train_loss:1.6097 aux_loss:0.0032 train_time:9259159ms step_avg:722.36ms
step:12829/40500 train_loss:1.7005 aux_loss:0.0027 train_time:9259884ms step_avg:722.36ms
step:12830/40500 train_loss:1.6026 aux_loss:0.0029 train_time:9260609ms step_avg:722.36ms
step:12831/40500 train_loss:1.6514 aux_loss:0.0030 train_time:9261332ms step_avg:722.36ms
step:12832/40500 train_loss:1.6431 aux_loss:0.0030 train_time:9262051ms step_avg:722.36ms
step:12833/40500 train_loss:1.6963 aux_loss:0.0029 train_time:9262774ms step_avg:722.36ms
step:12834/40500 train_loss:1.6121 aux_loss:0.0030 train_time:9263497ms step_avg:722.36ms
step:12835/40500 train_loss:1.7272 aux_loss:0.0028 train_time:9264221ms step_avg:722.36ms
step:12836/40500 train_loss:1.6160 aux_loss:0.0030 train_time:9264949ms step_avg:722.36ms
step:12837/40500 train_loss:1.6951 aux_loss:0.0028 train_time:9265670ms step_avg:722.36ms
step:12838/40500 train_loss:1.6373 aux_loss:0.0029 train_time:9266390ms step_avg:722.36ms
step:12839/40500 train_loss:1.6839 aux_loss:0.0029 train_time:9267113ms step_avg:722.36ms
step:12840/40500 train_loss:1.6814 aux_loss:0.0030 train_time:9267838ms step_avg:722.36ms
step:12841/40500 train_loss:1.6285 aux_loss:0.0032 train_time:9268564ms step_avg:722.36ms
step:12842/40500 train_loss:1.6736 aux_loss:0.0030 train_time:9269287ms step_avg:722.36ms
step:12843/40500 train_loss:1.6657 aux_loss:0.0029 train_time:9270008ms step_avg:722.36ms
step:12844/40500 train_loss:1.6655 aux_loss:0.0035 train_time:9270729ms step_avg:722.36ms
step:12845/40500 train_loss:1.6382 aux_loss:0.0029 train_time:9271452ms step_avg:722.36ms
step:12846/40500 train_loss:1.6792 aux_loss:0.0030 train_time:9272175ms step_avg:722.36ms
step:12847/40500 train_loss:1.5937 aux_loss:0.0028 train_time:9272903ms step_avg:722.36ms
step:12848/40500 train_loss:1.6445 aux_loss:0.0028 train_time:9273627ms step_avg:722.36ms
step:12849/40500 train_loss:1.5981 aux_loss:0.0028 train_time:9274349ms step_avg:722.36ms
step:12850/40500 train_loss:1.6286 aux_loss:0.0031 train_time:9275069ms step_avg:722.36ms
step:12851/40500 train_loss:1.6127 aux_loss:0.0029 train_time:9275792ms step_avg:722.36ms
step:12852/40500 train_loss:1.6457 aux_loss:0.0030 train_time:9276516ms step_avg:722.36ms
step:12853/40500 train_loss:1.6481 aux_loss:0.0030 train_time:9277241ms step_avg:722.36ms
step:12854/40500 train_loss:1.6406 aux_loss:0.0030 train_time:9277964ms step_avg:722.36ms
step:12855/40500 train_loss:1.6110 aux_loss:0.0033 train_time:9278685ms step_avg:722.36ms
step:12856/40500 train_loss:1.6067 aux_loss:0.0030 train_time:9279405ms step_avg:722.36ms
step:12857/40500 train_loss:1.6665 aux_loss:0.0030 train_time:9280128ms step_avg:722.36ms
step:12858/40500 train_loss:1.6967 aux_loss:0.0029 train_time:9280851ms step_avg:722.36ms
step:12859/40500 train_loss:1.5990 aux_loss:0.0029 train_time:9281576ms step_avg:722.36ms
step:12860/40500 train_loss:1.6630 aux_loss:0.0030 train_time:9282303ms step_avg:722.36ms
step:12861/40500 train_loss:1.6409 aux_loss:0.0031 train_time:9283025ms step_avg:722.36ms
step:12862/40500 train_loss:1.6911 aux_loss:0.0030 train_time:9283744ms step_avg:722.36ms
step:12863/40500 train_loss:1.6768 aux_loss:0.0031 train_time:9284467ms step_avg:722.36ms
step:12864/40500 train_loss:1.6649 aux_loss:0.0029 train_time:9285190ms step_avg:722.36ms
step:12865/40500 train_loss:1.6140 aux_loss:0.0028 train_time:9285915ms step_avg:722.36ms
step:12866/40500 train_loss:1.6434 aux_loss:0.0029 train_time:9286642ms step_avg:722.36ms
step:12867/40500 train_loss:1.6446 aux_loss:0.0031 train_time:9287365ms step_avg:722.36ms
step:12868/40500 train_loss:1.6254 aux_loss:0.0030 train_time:9288084ms step_avg:722.36ms
step:12869/40500 train_loss:1.6604 aux_loss:0.0031 train_time:9288807ms step_avg:722.36ms
step:12870/40500 train_loss:1.7100 aux_loss:0.0029 train_time:9289529ms step_avg:722.36ms
step:12871/40500 train_loss:1.6794 aux_loss:0.0030 train_time:9290250ms step_avg:722.36ms
step:12872/40500 train_loss:1.6813 aux_loss:0.0030 train_time:9290975ms step_avg:722.36ms
step:12873/40500 train_loss:1.6329 aux_loss:0.0031 train_time:9291701ms step_avg:722.36ms
step:12874/40500 train_loss:1.6525 aux_loss:0.0030 train_time:9292423ms step_avg:722.36ms
step:12875/40500 train_loss:1.6532 aux_loss:0.0028 train_time:9293148ms step_avg:722.36ms
step:12876/40500 train_loss:1.6337 aux_loss:0.0029 train_time:9293872ms step_avg:722.36ms
step:12877/40500 train_loss:1.6233 aux_loss:0.0030 train_time:9294598ms step_avg:722.36ms
step:12878/40500 train_loss:1.6973 aux_loss:0.0029 train_time:9295322ms step_avg:722.36ms
step:12879/40500 train_loss:1.6839 aux_loss:0.0029 train_time:9296044ms step_avg:722.36ms
step:12880/40500 train_loss:1.6859 aux_loss:0.0028 train_time:9296769ms step_avg:722.36ms
step:12881/40500 train_loss:1.6001 aux_loss:0.0028 train_time:9297494ms step_avg:722.36ms
step:12882/40500 train_loss:1.6768 aux_loss:0.0030 train_time:9298219ms step_avg:722.36ms
step:12883/40500 train_loss:1.6900 aux_loss:0.0030 train_time:9298942ms step_avg:722.36ms
step:12884/40500 train_loss:1.7175 aux_loss:0.0029 train_time:9299669ms step_avg:722.36ms
step:12885/40500 train_loss:1.6217 aux_loss:0.0029 train_time:9300392ms step_avg:722.36ms
step:12886/40500 train_loss:1.6184 aux_loss:0.0031 train_time:9301118ms step_avg:722.36ms
step:12887/40500 train_loss:1.6451 aux_loss:0.0030 train_time:9301839ms step_avg:722.36ms
step:12888/40500 train_loss:1.7152 aux_loss:0.0029 train_time:9302561ms step_avg:722.36ms
step:12889/40500 train_loss:1.6556 aux_loss:0.0028 train_time:9303285ms step_avg:722.36ms
step:12890/40500 train_loss:1.6367 aux_loss:0.0026 train_time:9304013ms step_avg:722.36ms
step:12891/40500 train_loss:1.6356 aux_loss:0.0027 train_time:9304737ms step_avg:722.36ms
step:12892/40500 train_loss:1.6489 aux_loss:0.0029 train_time:9305460ms step_avg:722.36ms
step:12893/40500 train_loss:1.6797 aux_loss:0.0028 train_time:9306183ms step_avg:722.36ms
step:12894/40500 train_loss:1.6138 aux_loss:0.0034 train_time:9306907ms step_avg:722.36ms
step:12895/40500 train_loss:1.7077 aux_loss:0.0029 train_time:9307631ms step_avg:722.36ms
step:12896/40500 train_loss:1.6338 aux_loss:0.0027 train_time:9308356ms step_avg:722.36ms
step:12897/40500 train_loss:1.6611 aux_loss:0.0029 train_time:9309077ms step_avg:722.36ms
step:12898/40500 train_loss:1.6747 aux_loss:0.0030 train_time:9309801ms step_avg:722.36ms
step:12899/40500 train_loss:1.6730 aux_loss:0.0028 train_time:9310525ms step_avg:722.36ms
step:12900/40500 train_loss:1.6318 aux_loss:0.0029 train_time:9311251ms step_avg:722.36ms
step:12901/40500 train_loss:1.6199 aux_loss:0.0029 train_time:9311975ms step_avg:722.36ms
step:12902/40500 train_loss:1.6433 aux_loss:0.0032 train_time:9312698ms step_avg:722.36ms
step:12903/40500 train_loss:1.6447 aux_loss:0.0031 train_time:9313424ms step_avg:722.36ms
step:12904/40500 train_loss:1.6683 aux_loss:0.0030 train_time:9314149ms step_avg:722.36ms
step:12905/40500 train_loss:1.6556 aux_loss:0.0029 train_time:9314873ms step_avg:722.36ms
step:12906/40500 train_loss:1.6403 aux_loss:0.0029 train_time:9315596ms step_avg:722.36ms
step:12907/40500 train_loss:1.6523 aux_loss:0.0032 train_time:9316319ms step_avg:722.36ms
step:12908/40500 train_loss:1.6612 aux_loss:0.0030 train_time:9317043ms step_avg:722.36ms
step:12909/40500 train_loss:1.6478 aux_loss:0.0029 train_time:9317766ms step_avg:722.36ms
step:12910/40500 train_loss:1.6548 aux_loss:0.0032 train_time:9318491ms step_avg:722.36ms
step:12911/40500 train_loss:1.6890 aux_loss:0.0032 train_time:9319215ms step_avg:722.36ms
step:12912/40500 train_loss:1.6562 aux_loss:0.0030 train_time:9319934ms step_avg:722.36ms
step:12913/40500 train_loss:1.6946 aux_loss:0.0028 train_time:9320658ms step_avg:722.36ms
step:12914/40500 train_loss:1.6733 aux_loss:0.0028 train_time:9321381ms step_avg:722.36ms
step:12915/40500 train_loss:1.6343 aux_loss:0.0030 train_time:9322104ms step_avg:722.36ms
step:12916/40500 train_loss:1.6376 aux_loss:0.0029 train_time:9322829ms step_avg:722.36ms
step:12917/40500 train_loss:1.6446 aux_loss:0.0029 train_time:9323554ms step_avg:722.36ms
step:12918/40500 train_loss:1.6507 aux_loss:0.0029 train_time:9324276ms step_avg:722.36ms
step:12919/40500 train_loss:1.5782 aux_loss:0.0032 train_time:9324997ms step_avg:722.36ms
step:12920/40500 train_loss:1.6835 aux_loss:0.0030 train_time:9325721ms step_avg:722.36ms
step:12921/40500 train_loss:1.6045 aux_loss:0.0031 train_time:9326440ms step_avg:722.36ms
step:12922/40500 train_loss:1.6271 aux_loss:0.0030 train_time:9327164ms step_avg:722.36ms
step:12923/40500 train_loss:1.6705 aux_loss:0.0031 train_time:9327890ms step_avg:722.36ms
step:12924/40500 train_loss:1.6308 aux_loss:0.0031 train_time:9328610ms step_avg:722.36ms
step:12925/40500 train_loss:1.6536 aux_loss:0.0029 train_time:9329332ms step_avg:722.36ms
step:12926/40500 train_loss:1.6663 aux_loss:0.0030 train_time:9330055ms step_avg:722.36ms
step:12927/40500 train_loss:1.7287 aux_loss:0.0030 train_time:9330775ms step_avg:722.36ms
step:12928/40500 train_loss:1.6462 aux_loss:0.0029 train_time:9331497ms step_avg:722.36ms
step:12929/40500 train_loss:1.6575 aux_loss:0.0029 train_time:9332222ms step_avg:722.36ms
step:12930/40500 train_loss:1.6424 aux_loss:0.0028 train_time:9332947ms step_avg:722.36ms
step:12931/40500 train_loss:1.6327 aux_loss:0.0028 train_time:9333670ms step_avg:722.36ms
step:12932/40500 train_loss:1.7074 aux_loss:0.0029 train_time:9334391ms step_avg:722.36ms
step:12933/40500 train_loss:1.6296 aux_loss:0.0030 train_time:9335110ms step_avg:722.36ms
step:12934/40500 train_loss:1.6339 aux_loss:0.0027 train_time:9335831ms step_avg:722.36ms
step:12935/40500 train_loss:1.6764 aux_loss:0.0032 train_time:9336554ms step_avg:722.36ms
step:12936/40500 train_loss:1.6566 aux_loss:0.0028 train_time:9337277ms step_avg:722.36ms
step:12937/40500 train_loss:1.6445 aux_loss:0.0031 train_time:9338002ms step_avg:722.36ms
step:12938/40500 train_loss:1.6670 aux_loss:0.0032 train_time:9338727ms step_avg:722.36ms
step:12939/40500 train_loss:1.6223 aux_loss:0.0028 train_time:9339447ms step_avg:722.36ms
step:12940/40500 train_loss:1.6321 aux_loss:0.0028 train_time:9340169ms step_avg:722.36ms
step:12941/40500 train_loss:1.6915 aux_loss:0.0029 train_time:9340892ms step_avg:722.36ms
step:12942/40500 train_loss:1.6637 aux_loss:0.0030 train_time:9341615ms step_avg:722.36ms
step:12943/40500 train_loss:1.6244 aux_loss:0.0028 train_time:9342339ms step_avg:722.36ms
step:12944/40500 train_loss:1.6034 aux_loss:0.0028 train_time:9343065ms step_avg:722.36ms
step:12945/40500 train_loss:1.6589 aux_loss:0.0034 train_time:9343787ms step_avg:722.36ms
step:12946/40500 train_loss:1.6340 aux_loss:0.0030 train_time:9344509ms step_avg:722.36ms
step:12947/40500 train_loss:1.6512 aux_loss:0.0027 train_time:9345231ms step_avg:722.36ms
step:12948/40500 train_loss:1.6585 aux_loss:0.0028 train_time:9345954ms step_avg:722.36ms
step:12949/40500 train_loss:1.6413 aux_loss:0.0029 train_time:9346678ms step_avg:722.36ms
step:12950/40500 train_loss:1.6692 aux_loss:0.0029 train_time:9347403ms step_avg:722.37ms
step:12951/40500 train_loss:1.6216 aux_loss:0.0029 train_time:9348126ms step_avg:722.37ms
step:12952/40500 train_loss:1.6942 aux_loss:0.0030 train_time:9348848ms step_avg:722.36ms
step:12953/40500 train_loss:1.6571 aux_loss:0.0029 train_time:9349571ms step_avg:722.37ms
step:12954/40500 train_loss:1.6466 aux_loss:0.0027 train_time:9350293ms step_avg:722.37ms
step:12955/40500 train_loss:1.7034 aux_loss:0.0030 train_time:9351015ms step_avg:722.36ms
step:12956/40500 train_loss:1.6485 aux_loss:0.0030 train_time:9351740ms step_avg:722.37ms
step:12957/40500 train_loss:1.7061 aux_loss:0.0029 train_time:9352464ms step_avg:722.37ms
step:12958/40500 train_loss:1.6344 aux_loss:0.0029 train_time:9353186ms step_avg:722.37ms
step:12959/40500 train_loss:1.6512 aux_loss:0.0031 train_time:9353910ms step_avg:722.37ms
step:12960/40500 train_loss:1.6445 aux_loss:0.0032 train_time:9354633ms step_avg:722.37ms
step:12961/40500 train_loss:1.6217 aux_loss:0.0029 train_time:9355356ms step_avg:722.37ms
step:12962/40500 train_loss:1.6752 aux_loss:0.0029 train_time:9356081ms step_avg:722.37ms
step:12963/40500 train_loss:1.6742 aux_loss:0.0031 train_time:9356802ms step_avg:722.37ms
step:12964/40500 train_loss:1.6129 aux_loss:0.0031 train_time:9357524ms step_avg:722.37ms
step:12965/40500 train_loss:1.6736 aux_loss:0.0028 train_time:9358245ms step_avg:722.37ms
step:12966/40500 train_loss:1.6466 aux_loss:0.0028 train_time:9358968ms step_avg:722.37ms
step:12967/40500 train_loss:1.6719 aux_loss:0.0026 train_time:9359691ms step_avg:722.37ms
step:12968/40500 train_loss:1.6540 aux_loss:0.0028 train_time:9360414ms step_avg:722.37ms
step:12969/40500 train_loss:1.6613 aux_loss:0.0029 train_time:9361133ms step_avg:722.37ms
step:12970/40500 train_loss:1.6239 aux_loss:0.0029 train_time:9361855ms step_avg:722.37ms
step:12971/40500 train_loss:1.6192 aux_loss:0.0029 train_time:9362580ms step_avg:722.37ms
step:12972/40500 train_loss:1.6684 aux_loss:0.0031 train_time:9363302ms step_avg:722.37ms
step:12973/40500 train_loss:1.7310 aux_loss:0.0031 train_time:9364023ms step_avg:722.37ms
step:12974/40500 train_loss:1.7031 aux_loss:0.0030 train_time:9364744ms step_avg:722.37ms
step:12975/40500 train_loss:1.6526 aux_loss:0.0029 train_time:9365463ms step_avg:722.37ms
step:12976/40500 train_loss:1.6932 aux_loss:0.0033 train_time:9366182ms step_avg:722.36ms
step:12977/40500 train_loss:1.6851 aux_loss:0.0031 train_time:9366904ms step_avg:722.36ms
step:12978/40500 train_loss:1.6710 aux_loss:0.0030 train_time:9367627ms step_avg:722.36ms
step:12979/40500 train_loss:1.6157 aux_loss:0.0028 train_time:9368349ms step_avg:722.36ms
step:12980/40500 train_loss:1.6189 aux_loss:0.0028 train_time:9369072ms step_avg:722.36ms
step:12981/40500 train_loss:1.6884 aux_loss:0.0029 train_time:9369798ms step_avg:722.37ms
step:12982/40500 train_loss:1.6686 aux_loss:0.0030 train_time:9370519ms step_avg:722.37ms
step:12983/40500 train_loss:1.6353 aux_loss:0.0030 train_time:9371242ms step_avg:722.37ms
step:12984/40500 train_loss:1.6510 aux_loss:0.0030 train_time:9371966ms step_avg:722.37ms
step:12985/40500 train_loss:1.6495 aux_loss:0.0029 train_time:9372689ms step_avg:722.37ms
step:12986/40500 train_loss:1.6400 aux_loss:0.0028 train_time:9373412ms step_avg:722.37ms
step:12987/40500 train_loss:1.6881 aux_loss:0.0031 train_time:9374136ms step_avg:722.37ms
step:12988/40500 train_loss:1.6126 aux_loss:0.0029 train_time:9374857ms step_avg:722.37ms
step:12989/40500 train_loss:1.6632 aux_loss:0.0028 train_time:9375579ms step_avg:722.37ms
step:12990/40500 train_loss:1.6130 aux_loss:0.0030 train_time:9376301ms step_avg:722.37ms
step:12991/40500 train_loss:1.6842 aux_loss:0.0030 train_time:9377022ms step_avg:722.37ms
step:12992/40500 train_loss:1.6999 aux_loss:0.0030 train_time:9377742ms step_avg:722.36ms
step:12993/40500 train_loss:1.6604 aux_loss:0.0030 train_time:9378462ms step_avg:722.36ms
step:12994/40500 train_loss:1.6021 aux_loss:0.0030 train_time:9379188ms step_avg:722.37ms
step:12995/40500 train_loss:1.6097 aux_loss:0.0032 train_time:9379907ms step_avg:722.36ms
step:12996/40500 train_loss:1.7155 aux_loss:0.0030 train_time:9380630ms step_avg:722.36ms
step:12997/40500 train_loss:1.6473 aux_loss:0.0029 train_time:9381355ms step_avg:722.37ms
step:12998/40500 train_loss:1.6957 aux_loss:0.0033 train_time:9382075ms step_avg:722.36ms
step:12999/40500 train_loss:1.6341 aux_loss:0.0030 train_time:9382796ms step_avg:722.36ms
step:13000/40500 train_loss:1.6686 aux_loss:0.0028 train_time:9383516ms step_avg:722.36ms
step:13001/40500 train_loss:1.6522 aux_loss:0.0028 train_time:9384237ms step_avg:722.36ms
step:13002/40500 train_loss:1.6780 aux_loss:0.0028 train_time:9384958ms step_avg:722.36ms
step:13003/40500 train_loss:1.6283 aux_loss:0.0029 train_time:9385680ms step_avg:722.36ms
step:13004/40500 train_loss:1.6983 aux_loss:0.0030 train_time:9386405ms step_avg:722.36ms
step:13005/40500 train_loss:1.6617 aux_loss:0.0029 train_time:9387130ms step_avg:722.36ms
step:13006/40500 train_loss:1.7294 aux_loss:0.0032 train_time:9387853ms step_avg:722.36ms
step:13007/40500 train_loss:1.6576 aux_loss:0.0030 train_time:9388575ms step_avg:722.36ms
step:13008/40500 train_loss:1.6574 aux_loss:0.0033 train_time:9389295ms step_avg:722.36ms
step:13009/40500 train_loss:1.7409 aux_loss:0.0030 train_time:9390018ms step_avg:722.36ms
step:13010/40500 train_loss:1.6392 aux_loss:0.0030 train_time:9390740ms step_avg:722.36ms
step:13011/40500 train_loss:1.6258 aux_loss:0.0028 train_time:9391461ms step_avg:722.36ms
step:13012/40500 train_loss:1.7171 aux_loss:0.0030 train_time:9392184ms step_avg:722.36ms
step:13013/40500 train_loss:1.6387 aux_loss:0.0027 train_time:9392908ms step_avg:722.36ms
step:13014/40500 train_loss:1.6088 aux_loss:0.0035 train_time:9393630ms step_avg:722.36ms
step:13015/40500 train_loss:1.6682 aux_loss:0.0029 train_time:9394353ms step_avg:722.36ms
step:13016/40500 train_loss:1.6418 aux_loss:0.0029 train_time:9395074ms step_avg:722.36ms
step:13017/40500 train_loss:1.6300 aux_loss:0.0028 train_time:9395795ms step_avg:722.36ms
step:13018/40500 train_loss:1.6665 aux_loss:0.0030 train_time:9396516ms step_avg:722.36ms
step:13019/40500 train_loss:1.6912 aux_loss:0.0031 train_time:9397238ms step_avg:722.36ms
step:13020/40500 train_loss:1.6736 aux_loss:0.0034 train_time:9397960ms step_avg:722.36ms
step:13021/40500 train_loss:1.6922 aux_loss:0.0032 train_time:9398684ms step_avg:722.36ms
step:13022/40500 train_loss:1.6667 aux_loss:0.0029 train_time:9399405ms step_avg:722.36ms
step:13023/40500 train_loss:1.6382 aux_loss:0.0029 train_time:9400128ms step_avg:722.36ms
step:13024/40500 train_loss:1.6272 aux_loss:0.0030 train_time:9400851ms step_avg:722.36ms
step:13025/40500 train_loss:1.6809 aux_loss:0.0035 train_time:9401571ms step_avg:722.36ms
step:13026/40500 train_loss:1.6147 aux_loss:0.0030 train_time:9402291ms step_avg:722.36ms
step:13027/40500 train_loss:1.6122 aux_loss:0.0029 train_time:9403013ms step_avg:722.36ms
step:13028/40500 train_loss:1.6747 aux_loss:0.0031 train_time:9403736ms step_avg:722.36ms
step:13029/40500 train_loss:1.6658 aux_loss:0.0028 train_time:9404458ms step_avg:722.36ms
step:13030/40500 train_loss:1.5935 aux_loss:0.0029 train_time:9405182ms step_avg:722.36ms
step:13031/40500 train_loss:1.5987 aux_loss:0.0030 train_time:9405906ms step_avg:722.36ms
step:13032/40500 train_loss:1.6143 aux_loss:0.0030 train_time:9406625ms step_avg:722.36ms
step:13033/40500 train_loss:1.6941 aux_loss:0.0031 train_time:9407347ms step_avg:722.36ms
step:13034/40500 train_loss:1.6777 aux_loss:0.0031 train_time:9408070ms step_avg:722.36ms
step:13035/40500 train_loss:1.6385 aux_loss:0.0030 train_time:9408792ms step_avg:722.36ms
step:13036/40500 train_loss:1.5986 aux_loss:0.0029 train_time:9409511ms step_avg:722.36ms
step:13037/40500 train_loss:1.6595 aux_loss:0.0029 train_time:9410233ms step_avg:722.36ms
step:13038/40500 train_loss:1.6761 aux_loss:0.0031 train_time:9410954ms step_avg:722.36ms
step:13039/40500 train_loss:1.5776 aux_loss:0.0028 train_time:9411676ms step_avg:722.36ms
step:13040/40500 train_loss:1.6630 aux_loss:0.0028 train_time:9412399ms step_avg:722.36ms
step:13041/40500 train_loss:1.6611 aux_loss:0.0029 train_time:9413125ms step_avg:722.36ms
step:13042/40500 train_loss:1.6200 aux_loss:0.0031 train_time:9413848ms step_avg:722.36ms
step:13043/40500 train_loss:1.7155 aux_loss:0.0030 train_time:9414569ms step_avg:722.36ms
step:13044/40500 train_loss:1.6709 aux_loss:0.0030 train_time:9415290ms step_avg:722.36ms
step:13045/40500 train_loss:1.6670 aux_loss:0.0028 train_time:9416014ms step_avg:722.36ms
step:13046/40500 train_loss:1.6401 aux_loss:0.0034 train_time:9416736ms step_avg:722.36ms
step:13047/40500 train_loss:1.6103 aux_loss:0.0029 train_time:9417460ms step_avg:722.36ms
step:13048/40500 train_loss:1.6947 aux_loss:0.0029 train_time:9418185ms step_avg:722.36ms
step:13049/40500 train_loss:1.6937 aux_loss:0.0029 train_time:9418906ms step_avg:722.36ms
step:13050/40500 train_loss:1.6512 aux_loss:0.0029 train_time:9419627ms step_avg:722.36ms
step:13051/40500 train_loss:1.7195 aux_loss:0.0029 train_time:9420351ms step_avg:722.36ms
step:13052/40500 train_loss:1.6646 aux_loss:0.0030 train_time:9421074ms step_avg:722.36ms
step:13053/40500 train_loss:1.6807 aux_loss:0.0031 train_time:9421795ms step_avg:722.36ms
step:13054/40500 train_loss:1.6223 aux_loss:0.0032 train_time:9422520ms step_avg:722.36ms
step:13055/40500 train_loss:1.7003 aux_loss:0.0032 train_time:9423243ms step_avg:722.36ms
step:13056/40500 train_loss:1.6640 aux_loss:0.0030 train_time:9423964ms step_avg:722.36ms
step:13057/40500 train_loss:1.6561 aux_loss:0.0033 train_time:9424684ms step_avg:722.36ms
step:13058/40500 train_loss:1.6129 aux_loss:0.0029 train_time:9425407ms step_avg:722.36ms
step:13059/40500 train_loss:1.6039 aux_loss:0.0030 train_time:9426130ms step_avg:722.36ms
step:13060/40500 train_loss:1.6331 aux_loss:0.0028 train_time:9426853ms step_avg:722.36ms
step:13061/40500 train_loss:1.7174 aux_loss:0.0029 train_time:9427579ms step_avg:722.36ms
step:13062/40500 train_loss:1.6571 aux_loss:0.0029 train_time:9428302ms step_avg:722.36ms
step:13063/40500 train_loss:1.6716 aux_loss:0.0031 train_time:9429024ms step_avg:722.36ms
step:13064/40500 train_loss:1.6143 aux_loss:0.0028 train_time:9429748ms step_avg:722.36ms
step:13065/40500 train_loss:1.6523 aux_loss:0.0030 train_time:9430471ms step_avg:722.36ms
step:13066/40500 train_loss:1.6306 aux_loss:0.0029 train_time:9431195ms step_avg:722.36ms
step:13067/40500 train_loss:1.6020 aux_loss:0.0041 train_time:9431919ms step_avg:722.36ms
step:13068/40500 train_loss:1.6452 aux_loss:0.0032 train_time:9432642ms step_avg:722.36ms
step:13069/40500 train_loss:1.7097 aux_loss:0.0029 train_time:9433361ms step_avg:722.36ms
step:13070/40500 train_loss:1.6798 aux_loss:0.0026 train_time:9434082ms step_avg:722.36ms
step:13071/40500 train_loss:1.6391 aux_loss:0.0027 train_time:9434805ms step_avg:722.36ms
step:13072/40500 train_loss:1.6312 aux_loss:0.0029 train_time:9435528ms step_avg:722.36ms
step:13073/40500 train_loss:1.6735 aux_loss:0.0031 train_time:9436251ms step_avg:722.36ms
step:13074/40500 train_loss:1.6022 aux_loss:0.0031 train_time:9436977ms step_avg:722.37ms
step:13075/40500 train_loss:1.6302 aux_loss:0.0030 train_time:9437701ms step_avg:722.37ms
step:13076/40500 train_loss:1.6473 aux_loss:0.0028 train_time:9438423ms step_avg:722.37ms
step:13077/40500 train_loss:1.6381 aux_loss:0.0029 train_time:9439146ms step_avg:722.37ms
step:13078/40500 train_loss:1.6846 aux_loss:0.0030 train_time:9439870ms step_avg:722.37ms
step:13079/40500 train_loss:1.6443 aux_loss:0.0029 train_time:9440595ms step_avg:722.37ms
step:13080/40500 train_loss:1.7217 aux_loss:0.0031 train_time:9441318ms step_avg:722.37ms
step:13081/40500 train_loss:1.6239 aux_loss:0.0028 train_time:9442041ms step_avg:722.37ms
step:13082/40500 train_loss:1.6338 aux_loss:0.0029 train_time:9442763ms step_avg:722.37ms
step:13083/40500 train_loss:1.6336 aux_loss:0.0029 train_time:9443487ms step_avg:722.37ms
step:13084/40500 train_loss:1.6419 aux_loss:0.0029 train_time:9444211ms step_avg:722.37ms
step:13085/40500 train_loss:1.6126 aux_loss:0.0028 train_time:9444938ms step_avg:722.37ms
step:13086/40500 train_loss:1.6145 aux_loss:0.0030 train_time:9445660ms step_avg:722.37ms
step:13087/40500 train_loss:1.6337 aux_loss:0.0028 train_time:9446381ms step_avg:722.37ms
step:13088/40500 train_loss:1.6264 aux_loss:0.0028 train_time:9447104ms step_avg:722.37ms
step:13089/40500 train_loss:1.6796 aux_loss:0.0030 train_time:9447827ms step_avg:722.37ms
step:13090/40500 train_loss:1.6438 aux_loss:0.0029 train_time:9448550ms step_avg:722.37ms
step:13091/40500 train_loss:1.7027 aux_loss:0.0030 train_time:9449275ms step_avg:722.37ms
step:13092/40500 train_loss:1.6774 aux_loss:0.0029 train_time:9449997ms step_avg:722.37ms
step:13093/40500 train_loss:1.6448 aux_loss:0.0029 train_time:9450716ms step_avg:722.37ms
step:13094/40500 train_loss:1.6456 aux_loss:0.0029 train_time:9451438ms step_avg:722.37ms
step:13095/40500 train_loss:1.6813 aux_loss:0.0029 train_time:9452161ms step_avg:722.37ms
step:13096/40500 train_loss:1.6895 aux_loss:0.0032 train_time:9452884ms step_avg:722.37ms
step:13097/40500 train_loss:1.6271 aux_loss:0.0031 train_time:9453610ms step_avg:722.37ms
step:13098/40500 train_loss:1.6638 aux_loss:0.0028 train_time:9454334ms step_avg:722.37ms
step:13099/40500 train_loss:1.6896 aux_loss:0.0027 train_time:9455057ms step_avg:722.37ms
step:13100/40500 train_loss:1.6161 aux_loss:0.0028 train_time:9455780ms step_avg:722.37ms
step:13101/40500 train_loss:1.6560 aux_loss:0.0027 train_time:9456503ms step_avg:722.37ms
step:13102/40500 train_loss:1.6848 aux_loss:0.0028 train_time:9457227ms step_avg:722.37ms
step:13103/40500 train_loss:1.6552 aux_loss:0.0030 train_time:9457953ms step_avg:722.37ms
step:13104/40500 train_loss:1.6455 aux_loss:0.0031 train_time:9458675ms step_avg:722.37ms
step:13105/40500 train_loss:1.5956 aux_loss:0.0029 train_time:9459398ms step_avg:722.37ms
step:13106/40500 train_loss:1.6193 aux_loss:0.0029 train_time:9460122ms step_avg:722.37ms
step:13107/40500 train_loss:1.6081 aux_loss:0.0028 train_time:9460844ms step_avg:722.37ms
step:13108/40500 train_loss:1.7228 aux_loss:0.0030 train_time:9461567ms step_avg:722.37ms
step:13109/40500 train_loss:1.6224 aux_loss:0.0029 train_time:9462292ms step_avg:722.37ms
step:13110/40500 train_loss:1.7063 aux_loss:0.0031 train_time:9463014ms step_avg:722.37ms
step:13111/40500 train_loss:1.6872 aux_loss:0.0030 train_time:9463733ms step_avg:722.37ms
step:13112/40500 train_loss:1.5995 aux_loss:0.0029 train_time:9464456ms step_avg:722.37ms
step:13113/40500 train_loss:1.6004 aux_loss:0.0030 train_time:9465178ms step_avg:722.37ms
step:13114/40500 train_loss:1.6773 aux_loss:0.0030 train_time:9465902ms step_avg:722.37ms
step:13115/40500 train_loss:1.6420 aux_loss:0.0029 train_time:9466627ms step_avg:722.37ms
step:13116/40500 train_loss:1.6017 aux_loss:0.0033 train_time:9467351ms step_avg:722.37ms
step:13117/40500 train_loss:1.6832 aux_loss:0.0030 train_time:9468073ms step_avg:722.37ms
step:13118/40500 train_loss:1.6219 aux_loss:0.0032 train_time:9468795ms step_avg:722.37ms
step:13119/40500 train_loss:1.6627 aux_loss:0.0029 train_time:9469518ms step_avg:722.37ms
step:13120/40500 train_loss:1.6200 aux_loss:0.0031 train_time:9470241ms step_avg:722.37ms
step:13121/40500 train_loss:1.6458 aux_loss:0.0028 train_time:9470967ms step_avg:722.37ms
step:13122/40500 train_loss:1.6133 aux_loss:0.0028 train_time:9471691ms step_avg:722.37ms
step:13123/40500 train_loss:1.6481 aux_loss:0.0028 train_time:9472411ms step_avg:722.37ms
step:13124/40500 train_loss:1.6766 aux_loss:0.0028 train_time:9473134ms step_avg:722.37ms
step:13125/40500 train_loss:1.5669 aux_loss:0.0028 train_time:9473856ms step_avg:722.37ms
step:13126/40500 train_loss:1.6318 aux_loss:0.0028 train_time:9474580ms step_avg:722.37ms
step:13127/40500 train_loss:1.6480 aux_loss:0.0028 train_time:9475305ms step_avg:722.37ms
step:13128/40500 train_loss:1.5727 aux_loss:0.0028 train_time:9476030ms step_avg:722.37ms
step:13129/40500 train_loss:1.6581 aux_loss:0.0030 train_time:9476749ms step_avg:722.37ms
step:13130/40500 train_loss:1.6362 aux_loss:0.0031 train_time:9477472ms step_avg:722.37ms
step:13131/40500 train_loss:1.6422 aux_loss:0.0038 train_time:9478194ms step_avg:722.37ms
step:13132/40500 train_loss:1.6839 aux_loss:0.0028 train_time:9478917ms step_avg:722.37ms
step:13133/40500 train_loss:1.6390 aux_loss:0.0027 train_time:9479641ms step_avg:722.37ms
step:13134/40500 train_loss:1.6284 aux_loss:0.0029 train_time:9480366ms step_avg:722.37ms
step:13135/40500 train_loss:1.6251 aux_loss:0.0030 train_time:9481089ms step_avg:722.37ms
step:13136/40500 train_loss:1.6628 aux_loss:0.0032 train_time:9481811ms step_avg:722.37ms
step:13137/40500 train_loss:1.6110 aux_loss:0.0030 train_time:9482534ms step_avg:722.37ms
step:13138/40500 train_loss:1.5947 aux_loss:0.0030 train_time:9483259ms step_avg:722.37ms
step:13139/40500 train_loss:1.6115 aux_loss:0.0030 train_time:9483984ms step_avg:722.37ms
step:13140/40500 train_loss:1.6637 aux_loss:0.0030 train_time:9484707ms step_avg:722.37ms
step:13141/40500 train_loss:1.6529 aux_loss:0.0030 train_time:9485426ms step_avg:722.37ms
step:13142/40500 train_loss:1.6823 aux_loss:0.0030 train_time:9486147ms step_avg:722.37ms
step:13143/40500 train_loss:1.7040 aux_loss:0.0030 train_time:9486870ms step_avg:722.37ms
step:13144/40500 train_loss:1.7061 aux_loss:0.0029 train_time:9487593ms step_avg:722.37ms
step:13145/40500 train_loss:1.6944 aux_loss:0.0029 train_time:9488317ms step_avg:722.37ms
step:13146/40500 train_loss:1.6745 aux_loss:0.0028 train_time:9489043ms step_avg:722.37ms
step:13147/40500 train_loss:1.6583 aux_loss:0.0029 train_time:9489765ms step_avg:722.37ms
step:13148/40500 train_loss:1.6411 aux_loss:0.0029 train_time:9490487ms step_avg:722.37ms
step:13149/40500 train_loss:1.6295 aux_loss:0.0029 train_time:9491211ms step_avg:722.37ms
step:13150/40500 train_loss:1.6399 aux_loss:0.0029 train_time:9491935ms step_avg:722.37ms
step:13151/40500 train_loss:1.6603 aux_loss:0.0030 train_time:9492660ms step_avg:722.37ms
step:13152/40500 train_loss:1.6325 aux_loss:0.0030 train_time:9493384ms step_avg:722.37ms
step:13153/40500 train_loss:1.6539 aux_loss:0.0028 train_time:9494107ms step_avg:722.37ms
step:13154/40500 train_loss:1.6559 aux_loss:0.0031 train_time:9494832ms step_avg:722.37ms
step:13155/40500 train_loss:1.5798 aux_loss:0.0028 train_time:9495556ms step_avg:722.37ms
step:13156/40500 train_loss:1.5928 aux_loss:0.0028 train_time:9496284ms step_avg:722.37ms
step:13157/40500 train_loss:1.6080 aux_loss:0.0029 train_time:9497005ms step_avg:722.37ms
step:13158/40500 train_loss:1.6472 aux_loss:0.0029 train_time:9497727ms step_avg:722.37ms
step:13159/40500 train_loss:1.6368 aux_loss:0.0029 train_time:9498450ms step_avg:722.37ms
step:13160/40500 train_loss:1.6258 aux_loss:0.0028 train_time:9499176ms step_avg:722.37ms
step:13161/40500 train_loss:1.5919 aux_loss:0.0031 train_time:9499903ms step_avg:722.37ms
step:13162/40500 train_loss:1.5757 aux_loss:0.0030 train_time:9500625ms step_avg:722.37ms
step:13163/40500 train_loss:1.6897 aux_loss:0.0028 train_time:9501348ms step_avg:722.37ms
step:13164/40500 train_loss:1.6453 aux_loss:0.0028 train_time:9502072ms step_avg:722.37ms
step:13165/40500 train_loss:1.6515 aux_loss:0.0029 train_time:9502794ms step_avg:722.37ms
step:13166/40500 train_loss:1.6783 aux_loss:0.0031 train_time:9503519ms step_avg:722.37ms
step:13167/40500 train_loss:1.6078 aux_loss:0.0030 train_time:9504241ms step_avg:722.37ms
step:13168/40500 train_loss:1.5845 aux_loss:0.0029 train_time:9504964ms step_avg:722.37ms
step:13169/40500 train_loss:1.6366 aux_loss:0.0042 train_time:9505689ms step_avg:722.37ms
step:13170/40500 train_loss:1.6333 aux_loss:0.0028 train_time:9506412ms step_avg:722.37ms
step:13171/40500 train_loss:1.6694 aux_loss:0.0028 train_time:9507136ms step_avg:722.37ms
step:13172/40500 train_loss:1.5756 aux_loss:0.0029 train_time:9507860ms step_avg:722.37ms
step:13173/40500 train_loss:1.6454 aux_loss:0.0030 train_time:9508582ms step_avg:722.37ms
step:13174/40500 train_loss:1.6400 aux_loss:0.0029 train_time:9509305ms step_avg:722.37ms
step:13175/40500 train_loss:1.6368 aux_loss:0.0031 train_time:9510030ms step_avg:722.37ms
step:13176/40500 train_loss:1.6017 aux_loss:0.0031 train_time:9510753ms step_avg:722.37ms
step:13177/40500 train_loss:1.6253 aux_loss:0.0030 train_time:9511475ms step_avg:722.37ms
step:13178/40500 train_loss:1.6142 aux_loss:0.0029 train_time:9512197ms step_avg:722.37ms
step:13179/40500 train_loss:1.6684 aux_loss:0.0030 train_time:9512921ms step_avg:722.37ms
step:13180/40500 train_loss:1.6396 aux_loss:0.0029 train_time:9513642ms step_avg:722.37ms
step:13181/40500 train_loss:1.6889 aux_loss:0.0028 train_time:9514365ms step_avg:722.37ms
step:13182/40500 train_loss:1.6815 aux_loss:0.0029 train_time:9515087ms step_avg:722.37ms
step:13183/40500 train_loss:1.6696 aux_loss:0.0029 train_time:9515812ms step_avg:722.37ms
step:13184/40500 train_loss:1.6334 aux_loss:0.0030 train_time:9516536ms step_avg:722.37ms
step:13185/40500 train_loss:1.6383 aux_loss:0.0030 train_time:9517258ms step_avg:722.37ms
step:13186/40500 train_loss:1.6731 aux_loss:0.0030 train_time:9517980ms step_avg:722.37ms
step:13187/40500 train_loss:1.6648 aux_loss:0.0032 train_time:9518701ms step_avg:722.37ms
step:13188/40500 train_loss:1.6661 aux_loss:0.0031 train_time:9519421ms step_avg:722.37ms
step:13189/40500 train_loss:1.5906 aux_loss:0.0031 train_time:9520144ms step_avg:722.37ms
step:13190/40500 train_loss:1.6743 aux_loss:0.0030 train_time:9520869ms step_avg:722.37ms
step:13191/40500 train_loss:1.6351 aux_loss:0.0033 train_time:9521593ms step_avg:722.37ms
step:13192/40500 train_loss:1.6582 aux_loss:0.0029 train_time:9522317ms step_avg:722.37ms
step:13193/40500 train_loss:1.6375 aux_loss:0.0029 train_time:9523039ms step_avg:722.37ms
step:13194/40500 train_loss:1.6061 aux_loss:0.0030 train_time:9523762ms step_avg:722.37ms
step:13195/40500 train_loss:1.6316 aux_loss:0.0033 train_time:9524486ms step_avg:722.37ms
step:13196/40500 train_loss:1.6252 aux_loss:0.0029 train_time:9525213ms step_avg:722.37ms
step:13197/40500 train_loss:1.6649 aux_loss:0.0031 train_time:9525934ms step_avg:722.37ms
step:13198/40500 train_loss:1.6167 aux_loss:0.0030 train_time:9526655ms step_avg:722.37ms
step:13199/40500 train_loss:1.6005 aux_loss:0.0030 train_time:9527378ms step_avg:722.37ms
step:13200/40500 train_loss:1.6283 aux_loss:0.0031 train_time:9528101ms step_avg:722.37ms
step:13201/40500 train_loss:1.6720 aux_loss:0.0032 train_time:9528825ms step_avg:722.37ms
step:13202/40500 train_loss:1.6689 aux_loss:0.0030 train_time:9529552ms step_avg:722.37ms
step:13203/40500 train_loss:1.6312 aux_loss:0.0030 train_time:9530274ms step_avg:722.37ms
step:13204/40500 train_loss:1.6801 aux_loss:0.0029 train_time:9530995ms step_avg:722.37ms
step:13205/40500 train_loss:1.6735 aux_loss:0.0029 train_time:9531720ms step_avg:722.37ms
step:13206/40500 train_loss:1.6514 aux_loss:0.0028 train_time:9532443ms step_avg:722.37ms
step:13207/40500 train_loss:1.6494 aux_loss:0.0030 train_time:9533168ms step_avg:722.37ms
step:13208/40500 train_loss:1.6295 aux_loss:0.0029 train_time:9533893ms step_avg:722.37ms
step:13209/40500 train_loss:1.5707 aux_loss:0.0030 train_time:9534615ms step_avg:722.37ms
step:13210/40500 train_loss:1.6093 aux_loss:0.0029 train_time:9535340ms step_avg:722.37ms
step:13211/40500 train_loss:1.6089 aux_loss:0.0028 train_time:9536065ms step_avg:722.37ms
step:13212/40500 train_loss:1.7097 aux_loss:0.0028 train_time:9536791ms step_avg:722.37ms
step:13213/40500 train_loss:1.6755 aux_loss:0.0028 train_time:9537514ms step_avg:722.37ms
step:13214/40500 train_loss:1.6367 aux_loss:0.0029 train_time:9538236ms step_avg:722.37ms
step:13215/40500 train_loss:1.7106 aux_loss:0.0029 train_time:9538959ms step_avg:722.37ms
step:13216/40500 train_loss:1.6052 aux_loss:0.0031 train_time:9539684ms step_avg:722.37ms
step:13217/40500 train_loss:1.6366 aux_loss:0.0030 train_time:9540410ms step_avg:722.38ms
step:13218/40500 train_loss:1.6164 aux_loss:0.0028 train_time:9541131ms step_avg:722.38ms
step:13219/40500 train_loss:1.6275 aux_loss:0.0029 train_time:9541853ms step_avg:722.38ms
step:13220/40500 train_loss:1.6770 aux_loss:0.0028 train_time:9542577ms step_avg:722.38ms
step:13221/40500 train_loss:1.6910 aux_loss:0.0029 train_time:9543302ms step_avg:722.38ms
step:13222/40500 train_loss:1.6622 aux_loss:0.0029 train_time:9544030ms step_avg:722.38ms
step:13223/40500 train_loss:1.7041 aux_loss:0.0028 train_time:9544754ms step_avg:722.38ms
step:13224/40500 train_loss:1.6801 aux_loss:0.0030 train_time:9545478ms step_avg:722.38ms
step:13225/40500 train_loss:1.5875 aux_loss:0.0029 train_time:9546202ms step_avg:722.38ms
step:13226/40500 train_loss:1.6455 aux_loss:0.0029 train_time:9546927ms step_avg:722.38ms
step:13227/40500 train_loss:1.6462 aux_loss:0.0029 train_time:9547650ms step_avg:722.38ms
step:13228/40500 train_loss:1.6627 aux_loss:0.0030 train_time:9548372ms step_avg:722.38ms
step:13229/40500 train_loss:1.6835 aux_loss:0.0031 train_time:9549096ms step_avg:722.38ms
step:13230/40500 train_loss:1.6137 aux_loss:0.0033 train_time:9549821ms step_avg:722.38ms
step:13231/40500 train_loss:1.6517 aux_loss:0.0028 train_time:9550545ms step_avg:722.38ms
step:13232/40500 train_loss:1.6505 aux_loss:0.0030 train_time:9551269ms step_avg:722.38ms
step:13233/40500 train_loss:1.6836 aux_loss:0.0029 train_time:9551990ms step_avg:722.38ms
step:13234/40500 train_loss:1.6469 aux_loss:0.0027 train_time:9552713ms step_avg:722.38ms
step:13235/40500 train_loss:1.6529 aux_loss:0.0027 train_time:9553437ms step_avg:722.38ms
step:13236/40500 train_loss:1.6365 aux_loss:0.0028 train_time:9554159ms step_avg:722.38ms
step:13237/40500 train_loss:1.6748 aux_loss:0.0031 train_time:9554884ms step_avg:722.38ms
step:13238/40500 train_loss:1.6912 aux_loss:0.0030 train_time:9555608ms step_avg:722.38ms
step:13239/40500 train_loss:1.6762 aux_loss:0.0028 train_time:9556331ms step_avg:722.38ms
step:13240/40500 train_loss:1.6610 aux_loss:0.0028 train_time:9557056ms step_avg:722.38ms
step:13241/40500 train_loss:1.6856 aux_loss:0.0030 train_time:9557777ms step_avg:722.38ms
step:13242/40500 train_loss:1.6283 aux_loss:0.0029 train_time:9558501ms step_avg:722.38ms
step:13243/40500 train_loss:1.6493 aux_loss:0.0030 train_time:9559225ms step_avg:722.38ms
step:13244/40500 train_loss:1.6261 aux_loss:0.0030 train_time:9559948ms step_avg:722.38ms
step:13245/40500 train_loss:1.6533 aux_loss:0.0029 train_time:9560672ms step_avg:722.38ms
step:13246/40500 train_loss:1.7151 aux_loss:0.0030 train_time:9561397ms step_avg:722.38ms
step:13247/40500 train_loss:1.6519 aux_loss:0.0029 train_time:9562120ms step_avg:722.38ms
step:13248/40500 train_loss:1.6993 aux_loss:0.0037 train_time:9562843ms step_avg:722.38ms
step:13249/40500 train_loss:1.6612 aux_loss:0.0030 train_time:9563568ms step_avg:722.38ms
step:13250/40500 train_loss:1.6536 aux_loss:0.0029 train_time:9564293ms step_avg:722.38ms
step:13251/40500 train_loss:1.6956 aux_loss:0.0030 train_time:9565016ms step_avg:722.38ms
step:13252/40500 train_loss:1.5922 aux_loss:0.0029 train_time:9565742ms step_avg:722.38ms
step:13253/40500 train_loss:1.6095 aux_loss:0.0029 train_time:9566464ms step_avg:722.38ms
step:13254/40500 train_loss:1.6386 aux_loss:0.0031 train_time:9567187ms step_avg:722.38ms
step:13255/40500 train_loss:1.6650 aux_loss:0.0030 train_time:9567911ms step_avg:722.38ms
step:13256/40500 train_loss:1.5486 aux_loss:0.0035 train_time:9568636ms step_avg:722.38ms
step:13257/40500 train_loss:1.7226 aux_loss:0.0030 train_time:9569362ms step_avg:722.38ms
step:13258/40500 train_loss:1.6557 aux_loss:0.0030 train_time:9570087ms step_avg:722.38ms
step:13259/40500 train_loss:1.6481 aux_loss:0.0029 train_time:9570811ms step_avg:722.38ms
step:13260/40500 train_loss:1.6663 aux_loss:0.0028 train_time:9571536ms step_avg:722.38ms
step:13261/40500 train_loss:1.7014 aux_loss:0.0028 train_time:9572262ms step_avg:722.38ms
step:13262/40500 train_loss:1.6225 aux_loss:0.0028 train_time:9572983ms step_avg:722.38ms
step:13263/40500 train_loss:1.6982 aux_loss:0.0029 train_time:9573707ms step_avg:722.38ms
step:13264/40500 train_loss:1.6323 aux_loss:0.0030 train_time:9574432ms step_avg:722.38ms
step:13265/40500 train_loss:1.6597 aux_loss:0.0028 train_time:9575157ms step_avg:722.38ms
step:13266/40500 train_loss:1.6243 aux_loss:0.0028 train_time:9575881ms step_avg:722.38ms
step:13267/40500 train_loss:1.6404 aux_loss:0.0027 train_time:9576605ms step_avg:722.38ms
step:13268/40500 train_loss:1.6191 aux_loss:0.0031 train_time:9577331ms step_avg:722.38ms
step:13269/40500 train_loss:1.6342 aux_loss:0.0030 train_time:9578056ms step_avg:722.38ms
step:13270/40500 train_loss:1.6643 aux_loss:0.0029 train_time:9578780ms step_avg:722.38ms
step:13271/40500 train_loss:1.6065 aux_loss:0.0029 train_time:9579504ms step_avg:722.38ms
step:13272/40500 train_loss:1.6613 aux_loss:0.0029 train_time:9580230ms step_avg:722.38ms
step:13273/40500 train_loss:1.6042 aux_loss:0.0028 train_time:9580954ms step_avg:722.38ms
step:13274/40500 train_loss:1.6107 aux_loss:0.0030 train_time:9581679ms step_avg:722.38ms
step:13275/40500 train_loss:1.7211 aux_loss:0.0032 train_time:9582403ms step_avg:722.38ms
step:13276/40500 train_loss:1.6291 aux_loss:0.0031 train_time:9583127ms step_avg:722.38ms
step:13277/40500 train_loss:1.5999 aux_loss:0.0030 train_time:9583853ms step_avg:722.38ms
step:13278/40500 train_loss:1.6099 aux_loss:0.0029 train_time:9584579ms step_avg:722.38ms
step:13279/40500 train_loss:1.5975 aux_loss:0.0030 train_time:9585302ms step_avg:722.38ms
step:13280/40500 train_loss:1.6944 aux_loss:0.0028 train_time:9586026ms step_avg:722.38ms
step:13281/40500 train_loss:1.6208 aux_loss:0.0027 train_time:9586751ms step_avg:722.38ms
step:13282/40500 train_loss:1.6385 aux_loss:0.0029 train_time:9587478ms step_avg:722.38ms
step:13283/40500 train_loss:1.6432 aux_loss:0.0031 train_time:9588201ms step_avg:722.38ms
step:13284/40500 train_loss:1.5717 aux_loss:0.0029 train_time:9588924ms step_avg:722.38ms
step:13285/40500 train_loss:1.6742 aux_loss:0.0031 train_time:9589649ms step_avg:722.38ms
step:13286/40500 train_loss:1.6648 aux_loss:0.0031 train_time:9590375ms step_avg:722.38ms
step:13287/40500 train_loss:1.6022 aux_loss:0.0032 train_time:9591098ms step_avg:722.38ms
step:13288/40500 train_loss:1.6806 aux_loss:0.0031 train_time:9591821ms step_avg:722.38ms
step:13289/40500 train_loss:1.6103 aux_loss:0.0028 train_time:9592546ms step_avg:722.38ms
step:13290/40500 train_loss:1.5586 aux_loss:0.0028 train_time:9593273ms step_avg:722.39ms
step:13291/40500 train_loss:1.6888 aux_loss:0.0030 train_time:9593998ms step_avg:722.39ms
step:13292/40500 train_loss:1.5988 aux_loss:0.0030 train_time:9594721ms step_avg:722.39ms
step:13293/40500 train_loss:1.6519 aux_loss:0.0031 train_time:9595443ms step_avg:722.39ms
step:13294/40500 train_loss:1.6549 aux_loss:0.0029 train_time:9596166ms step_avg:722.39ms
step:13295/40500 train_loss:1.6701 aux_loss:0.0028 train_time:9596893ms step_avg:722.39ms
step:13296/40500 train_loss:1.6384 aux_loss:0.0030 train_time:9597616ms step_avg:722.39ms
step:13297/40500 train_loss:1.6575 aux_loss:0.0028 train_time:9598339ms step_avg:722.39ms
step:13298/40500 train_loss:1.6456 aux_loss:0.0029 train_time:9599064ms step_avg:722.39ms
step:13299/40500 train_loss:1.5736 aux_loss:0.0028 train_time:9599791ms step_avg:722.39ms
step:13300/40500 train_loss:1.6274 aux_loss:0.0028 train_time:9600515ms step_avg:722.39ms
step:13301/40500 train_loss:1.6088 aux_loss:0.0029 train_time:9601237ms step_avg:722.39ms
step:13302/40500 train_loss:1.6423 aux_loss:0.0028 train_time:9601961ms step_avg:722.39ms
step:13303/40500 train_loss:1.6317 aux_loss:0.0030 train_time:9602689ms step_avg:722.39ms
step:13304/40500 train_loss:1.6347 aux_loss:0.0031 train_time:9603413ms step_avg:722.39ms
step:13305/40500 train_loss:1.6269 aux_loss:0.0029 train_time:9604135ms step_avg:722.39ms
step:13306/40500 train_loss:1.6712 aux_loss:0.0028 train_time:9604859ms step_avg:722.39ms
step:13307/40500 train_loss:1.6253 aux_loss:0.0029 train_time:9605584ms step_avg:722.39ms
step:13308/40500 train_loss:1.5921 aux_loss:0.0030 train_time:9606307ms step_avg:722.39ms
step:13309/40500 train_loss:1.6198 aux_loss:0.0029 train_time:9607032ms step_avg:722.39ms
step:13310/40500 train_loss:1.6801 aux_loss:0.0027 train_time:9607753ms step_avg:722.39ms
step:13311/40500 train_loss:1.6035 aux_loss:0.0027 train_time:9608476ms step_avg:722.39ms
step:13312/40500 train_loss:1.6274 aux_loss:0.0028 train_time:9609199ms step_avg:722.39ms
step:13313/40500 train_loss:1.6525 aux_loss:0.0029 train_time:9609924ms step_avg:722.39ms
step:13314/40500 train_loss:1.7016 aux_loss:0.0030 train_time:9610650ms step_avg:722.39ms
step:13315/40500 train_loss:1.6256 aux_loss:0.0029 train_time:9611375ms step_avg:722.39ms
step:13316/40500 train_loss:1.6848 aux_loss:0.0029 train_time:9612098ms step_avg:722.39ms
step:13317/40500 train_loss:1.6313 aux_loss:0.0028 train_time:9612822ms step_avg:722.39ms
step:13318/40500 train_loss:1.6714 aux_loss:0.0028 train_time:9613549ms step_avg:722.39ms
step:13319/40500 train_loss:1.6835 aux_loss:0.0029 train_time:9614271ms step_avg:722.39ms
step:13320/40500 train_loss:1.6796 aux_loss:0.0029 train_time:9614993ms step_avg:722.39ms
step:13321/40500 train_loss:1.6554 aux_loss:0.0029 train_time:9615716ms step_avg:722.39ms
step:13322/40500 train_loss:1.6057 aux_loss:0.0030 train_time:9616440ms step_avg:722.39ms
step:13323/40500 train_loss:1.6311 aux_loss:0.0030 train_time:9617163ms step_avg:722.39ms
step:13324/40500 train_loss:1.6874 aux_loss:0.0032 train_time:9617887ms step_avg:722.39ms
step:13325/40500 train_loss:1.6360 aux_loss:0.0030 train_time:9618610ms step_avg:722.39ms
step:13326/40500 train_loss:1.6130 aux_loss:0.0029 train_time:9619332ms step_avg:722.39ms
step:13327/40500 train_loss:1.7009 aux_loss:0.0030 train_time:9620054ms step_avg:722.39ms
step:13328/40500 train_loss:1.6031 aux_loss:0.0029 train_time:9620778ms step_avg:722.39ms
step:13329/40500 train_loss:1.6522 aux_loss:0.0028 train_time:9621502ms step_avg:722.39ms
step:13330/40500 train_loss:1.6725 aux_loss:0.0027 train_time:9622227ms step_avg:722.39ms
step:13331/40500 train_loss:1.6557 aux_loss:0.0030 train_time:9622949ms step_avg:722.39ms
step:13332/40500 train_loss:1.6317 aux_loss:0.0029 train_time:9623671ms step_avg:722.39ms
step:13333/40500 train_loss:1.6181 aux_loss:0.0028 train_time:9624395ms step_avg:722.39ms
step:13334/40500 train_loss:1.6868 aux_loss:0.0028 train_time:9625119ms step_avg:722.39ms
step:13335/40500 train_loss:1.5780 aux_loss:0.0029 train_time:9625844ms step_avg:722.39ms
step:13336/40500 train_loss:1.6451 aux_loss:0.0030 train_time:9626566ms step_avg:722.39ms
step:13337/40500 train_loss:1.6786 aux_loss:0.0029 train_time:9627289ms step_avg:722.39ms
step:13338/40500 train_loss:1.6431 aux_loss:0.0029 train_time:9628013ms step_avg:722.39ms
step:13339/40500 train_loss:1.6609 aux_loss:0.0029 train_time:9628734ms step_avg:722.39ms
step:13340/40500 train_loss:1.6510 aux_loss:0.0031 train_time:9629457ms step_avg:722.39ms
step:13341/40500 train_loss:1.6363 aux_loss:0.0029 train_time:9630185ms step_avg:722.39ms
step:13342/40500 train_loss:1.6379 aux_loss:0.0028 train_time:9630907ms step_avg:722.39ms
step:13343/40500 train_loss:1.6334 aux_loss:0.0029 train_time:9631629ms step_avg:722.39ms
step:13344/40500 train_loss:1.6682 aux_loss:0.0033 train_time:9632353ms step_avg:722.39ms
step:13345/40500 train_loss:1.6539 aux_loss:0.0028 train_time:9633074ms step_avg:722.39ms
step:13346/40500 train_loss:1.6811 aux_loss:0.0030 train_time:9633797ms step_avg:722.39ms
step:13347/40500 train_loss:1.6185 aux_loss:0.0027 train_time:9634522ms step_avg:722.39ms
step:13348/40500 train_loss:1.6943 aux_loss:0.0028 train_time:9635246ms step_avg:722.39ms
step:13349/40500 train_loss:1.6314 aux_loss:0.0028 train_time:9635966ms step_avg:722.39ms
step:13350/40500 train_loss:1.6429 aux_loss:0.0028 train_time:9636688ms step_avg:722.39ms
step:13351/40500 train_loss:1.6918 aux_loss:0.0028 train_time:9637412ms step_avg:722.39ms
step:13352/40500 train_loss:1.6373 aux_loss:0.0031 train_time:9638134ms step_avg:722.39ms
step:13353/40500 train_loss:1.7018 aux_loss:0.0029 train_time:9638858ms step_avg:722.39ms
step:13354/40500 train_loss:1.6149 aux_loss:0.0029 train_time:9639583ms step_avg:722.39ms
step:13355/40500 train_loss:1.7070 aux_loss:0.0030 train_time:9640306ms step_avg:722.39ms
step:13356/40500 train_loss:1.6266 aux_loss:0.0029 train_time:9641030ms step_avg:722.39ms
step:13357/40500 train_loss:1.6679 aux_loss:0.0030 train_time:9641753ms step_avg:722.39ms
step:13358/40500 train_loss:1.6506 aux_loss:0.0029 train_time:9642478ms step_avg:722.39ms
step:13359/40500 train_loss:1.6584 aux_loss:0.0030 train_time:9643202ms step_avg:722.39ms
step:13360/40500 train_loss:1.5918 aux_loss:0.0030 train_time:9643925ms step_avg:722.39ms
step:13361/40500 train_loss:1.6702 aux_loss:0.0031 train_time:9644649ms step_avg:722.39ms
step:13362/40500 train_loss:1.5965 aux_loss:0.0030 train_time:9645374ms step_avg:722.39ms
step:13363/40500 train_loss:1.5635 aux_loss:0.0029 train_time:9646101ms step_avg:722.39ms
step:13364/40500 train_loss:1.7131 aux_loss:0.0030 train_time:9646823ms step_avg:722.39ms
step:13365/40500 train_loss:1.6055 aux_loss:0.0029 train_time:9647545ms step_avg:722.39ms
step:13366/40500 train_loss:1.6790 aux_loss:0.0031 train_time:9648271ms step_avg:722.39ms
step:13367/40500 train_loss:1.6737 aux_loss:0.0031 train_time:9648994ms step_avg:722.39ms
step:13368/40500 train_loss:1.6759 aux_loss:0.0029 train_time:9649719ms step_avg:722.39ms
step:13369/40500 train_loss:1.6859 aux_loss:0.0028 train_time:9650440ms step_avg:722.39ms
step:13370/40500 train_loss:1.6744 aux_loss:0.0029 train_time:9651163ms step_avg:722.39ms
step:13371/40500 train_loss:1.6520 aux_loss:0.0031 train_time:9651886ms step_avg:722.39ms
step:13372/40500 train_loss:1.6585 aux_loss:0.0030 train_time:9652613ms step_avg:722.39ms
step:13373/40500 train_loss:1.6707 aux_loss:0.0028 train_time:9653339ms step_avg:722.39ms
step:13374/40500 train_loss:1.5902 aux_loss:0.0030 train_time:9654059ms step_avg:722.39ms
step:13375/40500 train_loss:1.6230 aux_loss:0.0033 train_time:9654780ms step_avg:722.39ms
step:13376/40500 train_loss:1.6077 aux_loss:0.0030 train_time:9655504ms step_avg:722.39ms
step:13377/40500 train_loss:1.6894 aux_loss:0.0028 train_time:9656227ms step_avg:722.39ms
step:13378/40500 train_loss:1.5763 aux_loss:0.0028 train_time:9656951ms step_avg:722.39ms
step:13379/40500 train_loss:1.6429 aux_loss:0.0028 train_time:9657678ms step_avg:722.39ms
step:13380/40500 train_loss:1.7052 aux_loss:0.0029 train_time:9658398ms step_avg:722.39ms
step:13381/40500 train_loss:1.6894 aux_loss:0.0030 train_time:9659118ms step_avg:722.39ms
step:13382/40500 train_loss:1.6207 aux_loss:0.0029 train_time:9659840ms step_avg:722.39ms
step:13383/40500 train_loss:1.6184 aux_loss:0.0028 train_time:9660564ms step_avg:722.39ms
step:13384/40500 train_loss:1.6934 aux_loss:0.0028 train_time:9661287ms step_avg:722.39ms
step:13385/40500 train_loss:1.6591 aux_loss:0.0029 train_time:9662013ms step_avg:722.39ms
step:13386/40500 train_loss:1.6541 aux_loss:0.0028 train_time:9662736ms step_avg:722.39ms
step:13387/40500 train_loss:1.6862 aux_loss:0.0032 train_time:9663459ms step_avg:722.39ms
step:13388/40500 train_loss:1.6431 aux_loss:0.0029 train_time:9664183ms step_avg:722.39ms
step:13389/40500 train_loss:1.5966 aux_loss:0.0032 train_time:9664908ms step_avg:722.39ms
step:13390/40500 train_loss:1.6889 aux_loss:0.0029 train_time:9665635ms step_avg:722.39ms
step:13391/40500 train_loss:1.6864 aux_loss:0.0029 train_time:9666357ms step_avg:722.39ms
step:13392/40500 train_loss:1.6295 aux_loss:0.0030 train_time:9667080ms step_avg:722.39ms
step:13393/40500 train_loss:1.6422 aux_loss:0.0030 train_time:9667805ms step_avg:722.39ms
step:13394/40500 train_loss:1.6253 aux_loss:0.0029 train_time:9668530ms step_avg:722.39ms
step:13395/40500 train_loss:1.7057 aux_loss:0.0031 train_time:9669255ms step_avg:722.39ms
step:13396/40500 train_loss:1.6896 aux_loss:0.0035 train_time:9669975ms step_avg:722.39ms
step:13397/40500 train_loss:1.6019 aux_loss:0.0029 train_time:9670697ms step_avg:722.39ms
step:13398/40500 train_loss:1.6660 aux_loss:0.0028 train_time:9671420ms step_avg:722.39ms
step:13399/40500 train_loss:1.6401 aux_loss:0.0027 train_time:9672142ms step_avg:722.39ms
step:13400/40500 train_loss:1.6917 aux_loss:0.0028 train_time:9672866ms step_avg:722.39ms
step:13401/40500 train_loss:1.6433 aux_loss:0.0030 train_time:9673590ms step_avg:722.39ms
step:13402/40500 train_loss:1.6324 aux_loss:0.0029 train_time:9674314ms step_avg:722.40ms
step:13403/40500 train_loss:1.6350 aux_loss:0.0030 train_time:9675034ms step_avg:722.39ms
step:13404/40500 train_loss:1.6737 aux_loss:0.0029 train_time:9675758ms step_avg:722.39ms
step:13405/40500 train_loss:1.5990 aux_loss:0.0029 train_time:9676482ms step_avg:722.40ms
step:13406/40500 train_loss:1.6840 aux_loss:0.0031 train_time:9677205ms step_avg:722.40ms
step:13407/40500 train_loss:1.6348 aux_loss:0.0028 train_time:9677929ms step_avg:722.40ms
step:13408/40500 train_loss:1.6201 aux_loss:0.0029 train_time:9678652ms step_avg:722.40ms
step:13409/40500 train_loss:1.6508 aux_loss:0.0032 train_time:9679374ms step_avg:722.40ms
step:13410/40500 train_loss:1.6726 aux_loss:0.0028 train_time:9680097ms step_avg:722.40ms
step:13411/40500 train_loss:1.6472 aux_loss:0.0030 train_time:9680822ms step_avg:722.40ms
step:13412/40500 train_loss:1.6119 aux_loss:0.0029 train_time:9681546ms step_avg:722.40ms
step:13413/40500 train_loss:1.6509 aux_loss:0.0028 train_time:9682268ms step_avg:722.40ms
step:13414/40500 train_loss:1.5593 aux_loss:0.0028 train_time:9682991ms step_avg:722.40ms
step:13415/40500 train_loss:1.6371 aux_loss:0.0029 train_time:9683712ms step_avg:722.40ms
step:13416/40500 train_loss:1.6971 aux_loss:0.0042 train_time:9684433ms step_avg:722.40ms
step:13417/40500 train_loss:1.6225 aux_loss:0.0030 train_time:9685152ms step_avg:722.40ms
step:13418/40500 train_loss:1.6192 aux_loss:0.0027 train_time:9685874ms step_avg:722.40ms
step:13419/40500 train_loss:1.6697 aux_loss:0.0029 train_time:9686597ms step_avg:722.40ms
step:13420/40500 train_loss:1.6359 aux_loss:0.0031 train_time:9687321ms step_avg:722.40ms
step:13421/40500 train_loss:1.6467 aux_loss:0.0027 train_time:9688046ms step_avg:722.40ms
step:13422/40500 train_loss:1.6889 aux_loss:0.0027 train_time:9688769ms step_avg:722.40ms
step:13423/40500 train_loss:1.6597 aux_loss:0.0028 train_time:9689490ms step_avg:722.40ms
step:13424/40500 train_loss:1.6202 aux_loss:0.0032 train_time:9690212ms step_avg:722.40ms
step:13425/40500 train_loss:1.6095 aux_loss:0.0030 train_time:9690935ms step_avg:722.40ms
step:13426/40500 train_loss:1.5639 aux_loss:0.0029 train_time:9691658ms step_avg:722.40ms
step:13427/40500 train_loss:1.6337 aux_loss:0.0036 train_time:9692383ms step_avg:722.40ms
step:13428/40500 train_loss:1.6169 aux_loss:0.0030 train_time:9693107ms step_avg:722.40ms
step:13429/40500 train_loss:1.6627 aux_loss:0.0031 train_time:9693830ms step_avg:722.40ms
step:13430/40500 train_loss:1.6919 aux_loss:0.0030 train_time:9694553ms step_avg:722.40ms
step:13431/40500 train_loss:1.6206 aux_loss:0.0029 train_time:9695277ms step_avg:722.40ms
step:13432/40500 train_loss:1.6387 aux_loss:0.0029 train_time:9696001ms step_avg:722.40ms
step:13433/40500 train_loss:1.6925 aux_loss:0.0029 train_time:9696725ms step_avg:722.40ms
step:13434/40500 train_loss:1.5997 aux_loss:0.0043 train_time:9697448ms step_avg:722.40ms
step:13435/40500 train_loss:1.5610 aux_loss:0.0028 train_time:9698169ms step_avg:722.40ms
step:13436/40500 train_loss:1.6438 aux_loss:0.0029 train_time:9698892ms step_avg:722.40ms
step:13437/40500 train_loss:1.6575 aux_loss:0.0029 train_time:9699617ms step_avg:722.40ms
step:13438/40500 train_loss:1.6344 aux_loss:0.0029 train_time:9700342ms step_avg:722.40ms
step:13439/40500 train_loss:1.6725 aux_loss:0.0030 train_time:9701065ms step_avg:722.40ms
step:13440/40500 train_loss:1.5630 aux_loss:0.0029 train_time:9701786ms step_avg:722.40ms
step:13441/40500 train_loss:1.6928 aux_loss:0.0038 train_time:9702506ms step_avg:722.40ms
step:13442/40500 train_loss:1.6043 aux_loss:0.0029 train_time:9703228ms step_avg:722.40ms
step:13443/40500 train_loss:1.6135 aux_loss:0.0038 train_time:9703949ms step_avg:722.40ms
step:13444/40500 train_loss:1.7022 aux_loss:0.0029 train_time:9704673ms step_avg:722.40ms
step:13445/40500 train_loss:1.6075 aux_loss:0.0033 train_time:9705398ms step_avg:722.40ms
step:13446/40500 train_loss:1.6225 aux_loss:0.0030 train_time:9706122ms step_avg:722.40ms
step:13447/40500 train_loss:1.6420 aux_loss:0.0030 train_time:9706843ms step_avg:722.40ms
step:13448/40500 train_loss:1.5981 aux_loss:0.0029 train_time:9707565ms step_avg:722.40ms
step:13449/40500 train_loss:1.6291 aux_loss:0.0028 train_time:9708289ms step_avg:722.40ms
step:13450/40500 train_loss:1.6446 aux_loss:0.0032 train_time:9709013ms step_avg:722.40ms
step:13451/40500 train_loss:1.6149 aux_loss:0.0030 train_time:9709739ms step_avg:722.40ms
step:13452/40500 train_loss:1.5996 aux_loss:0.0029 train_time:9710464ms step_avg:722.40ms
step:13453/40500 train_loss:1.6266 aux_loss:0.0030 train_time:9711186ms step_avg:722.40ms
step:13454/40500 train_loss:1.6824 aux_loss:0.0029 train_time:9711909ms step_avg:722.40ms
step:13455/40500 train_loss:1.6176 aux_loss:0.0031 train_time:9712634ms step_avg:722.40ms
step:13456/40500 train_loss:1.6245 aux_loss:0.0031 train_time:9713360ms step_avg:722.40ms
step:13457/40500 train_loss:1.6706 aux_loss:0.0031 train_time:9714083ms step_avg:722.40ms
step:13458/40500 train_loss:1.6648 aux_loss:0.0029 train_time:9714803ms step_avg:722.40ms
step:13459/40500 train_loss:1.6229 aux_loss:0.0029 train_time:9715524ms step_avg:722.40ms
step:13460/40500 train_loss:1.6385 aux_loss:0.0027 train_time:9716250ms step_avg:722.40ms
step:13461/40500 train_loss:1.6591 aux_loss:0.0028 train_time:9716974ms step_avg:722.40ms
step:13462/40500 train_loss:1.6681 aux_loss:0.0030 train_time:9717701ms step_avg:722.40ms
step:13463/40500 train_loss:1.6536 aux_loss:0.0029 train_time:9718424ms step_avg:722.40ms
step:13464/40500 train_loss:1.5882 aux_loss:0.0029 train_time:9719147ms step_avg:722.40ms
step:13465/40500 train_loss:1.6654 aux_loss:0.0029 train_time:9719871ms step_avg:722.40ms
step:13466/40500 train_loss:1.6690 aux_loss:0.0029 train_time:9720597ms step_avg:722.40ms
step:13467/40500 train_loss:1.5944 aux_loss:0.0028 train_time:9721321ms step_avg:722.40ms
step:13468/40500 train_loss:1.6635 aux_loss:0.0030 train_time:9722044ms step_avg:722.40ms
step:13469/40500 train_loss:1.5784 aux_loss:0.0029 train_time:9722769ms step_avg:722.40ms
step:13470/40500 train_loss:1.5824 aux_loss:0.0030 train_time:9723492ms step_avg:722.40ms
step:13471/40500 train_loss:1.6343 aux_loss:0.0028 train_time:9724216ms step_avg:722.40ms
step:13472/40500 train_loss:1.5990 aux_loss:0.0029 train_time:9724940ms step_avg:722.40ms
step:13473/40500 train_loss:1.6255 aux_loss:0.0029 train_time:9725664ms step_avg:722.40ms
step:13474/40500 train_loss:1.6164 aux_loss:0.0029 train_time:9726387ms step_avg:722.40ms
step:13475/40500 train_loss:1.6239 aux_loss:0.0028 train_time:9727112ms step_avg:722.40ms
step:13476/40500 train_loss:1.6410 aux_loss:0.0030 train_time:9727838ms step_avg:722.40ms
step:13477/40500 train_loss:1.6635 aux_loss:0.0029 train_time:9728562ms step_avg:722.40ms
step:13478/40500 train_loss:1.6039 aux_loss:0.0029 train_time:9729285ms step_avg:722.40ms
step:13479/40500 train_loss:1.6637 aux_loss:0.0028 train_time:9730010ms step_avg:722.40ms
step:13480/40500 train_loss:1.6506 aux_loss:0.0029 train_time:9730736ms step_avg:722.40ms
step:13481/40500 train_loss:1.6687 aux_loss:0.0032 train_time:9731459ms step_avg:722.40ms
step:13482/40500 train_loss:1.5540 aux_loss:0.0028 train_time:9732182ms step_avg:722.40ms
step:13483/40500 train_loss:1.6565 aux_loss:0.0028 train_time:9732906ms step_avg:722.40ms
step:13484/40500 train_loss:1.6612 aux_loss:0.0029 train_time:9733631ms step_avg:722.40ms
step:13485/40500 train_loss:1.6101 aux_loss:0.0030 train_time:9734356ms step_avg:722.40ms
step:13486/40500 train_loss:1.6623 aux_loss:0.0030 train_time:9735078ms step_avg:722.40ms
step:13487/40500 train_loss:1.6513 aux_loss:0.0028 train_time:9735797ms step_avg:722.40ms
step:13488/40500 train_loss:1.6190 aux_loss:0.0029 train_time:9736517ms step_avg:722.40ms
step:13489/40500 train_loss:1.6497 aux_loss:0.0029 train_time:9737240ms step_avg:722.40ms
step:13490/40500 train_loss:1.5837 aux_loss:0.0035 train_time:9737962ms step_avg:722.40ms
step:13491/40500 train_loss:1.6363 aux_loss:0.0030 train_time:9738686ms step_avg:722.40ms
step:13492/40500 train_loss:1.6949 aux_loss:0.0029 train_time:9739413ms step_avg:722.40ms
step:13493/40500 train_loss:1.6565 aux_loss:0.0027 train_time:9740135ms step_avg:722.40ms
step:13494/40500 train_loss:1.5754 aux_loss:0.0029 train_time:9740855ms step_avg:722.40ms
step:13495/40500 train_loss:1.6798 aux_loss:0.0029 train_time:9741577ms step_avg:722.40ms
step:13496/40500 train_loss:1.6887 aux_loss:0.0030 train_time:9742301ms step_avg:722.40ms
step:13497/40500 train_loss:1.7102 aux_loss:0.0029 train_time:9743024ms step_avg:722.40ms
step:13498/40500 train_loss:1.6935 aux_loss:0.0030 train_time:9743749ms step_avg:722.40ms
step:13499/40500 train_loss:1.6687 aux_loss:0.0029 train_time:9744473ms step_avg:722.40ms
step:13500/40500 train_loss:1.6617 aux_loss:0.0028 train_time:9745194ms step_avg:722.40ms
step:13501/40500 train_loss:1.5990 aux_loss:0.0028 train_time:9745918ms step_avg:722.40ms
step:13502/40500 train_loss:1.6551 aux_loss:0.0030 train_time:9746641ms step_avg:722.40ms
step:13503/40500 train_loss:1.6477 aux_loss:0.0030 train_time:9747365ms step_avg:722.40ms
step:13504/40500 train_loss:1.6564 aux_loss:0.0031 train_time:9748091ms step_avg:722.40ms
step:13505/40500 train_loss:1.6535 aux_loss:0.0030 train_time:9748813ms step_avg:722.40ms
step:13506/40500 train_loss:1.6492 aux_loss:0.0030 train_time:9749532ms step_avg:722.40ms
step:13507/40500 train_loss:1.6141 aux_loss:0.0030 train_time:9750255ms step_avg:722.40ms
step:13508/40500 train_loss:1.6585 aux_loss:0.0028 train_time:9750978ms step_avg:722.40ms
step:13509/40500 train_loss:1.6344 aux_loss:0.0030 train_time:9751703ms step_avg:722.40ms
step:13510/40500 train_loss:1.6794 aux_loss:0.0047 train_time:9752430ms step_avg:722.40ms
step:13511/40500 train_loss:1.7334 aux_loss:0.0030 train_time:9753155ms step_avg:722.40ms
step:13512/40500 train_loss:1.6379 aux_loss:0.0031 train_time:9753876ms step_avg:722.40ms
step:13513/40500 train_loss:1.6791 aux_loss:0.0030 train_time:9754601ms step_avg:722.40ms
step:13514/40500 train_loss:1.6414 aux_loss:0.0046 train_time:9755326ms step_avg:722.40ms
step:13515/40500 train_loss:1.6787 aux_loss:0.0029 train_time:9756051ms step_avg:722.40ms
step:13516/40500 train_loss:1.5968 aux_loss:0.0029 train_time:9756775ms step_avg:722.40ms
step:13517/40500 train_loss:1.6352 aux_loss:0.0028 train_time:9757499ms step_avg:722.40ms
step:13518/40500 train_loss:1.6758 aux_loss:0.0031 train_time:9758225ms step_avg:722.40ms
step:13519/40500 train_loss:1.6526 aux_loss:0.0031 train_time:9758949ms step_avg:722.40ms
step:13520/40500 train_loss:1.6937 aux_loss:0.0030 train_time:9759672ms step_avg:722.40ms
step:13521/40500 train_loss:1.5970 aux_loss:0.0030 train_time:9760396ms step_avg:722.40ms
step:13522/40500 train_loss:1.6497 aux_loss:0.0031 train_time:9761122ms step_avg:722.40ms
step:13523/40500 train_loss:1.5525 aux_loss:0.0029 train_time:9761847ms step_avg:722.40ms
step:13524/40500 train_loss:1.7107 aux_loss:0.0027 train_time:9762572ms step_avg:722.40ms
step:13525/40500 train_loss:1.6552 aux_loss:0.0028 train_time:9763293ms step_avg:722.40ms
step:13526/40500 train_loss:1.6825 aux_loss:0.0028 train_time:9764018ms step_avg:722.40ms
step:13527/40500 train_loss:1.6490 aux_loss:0.0028 train_time:9764743ms step_avg:722.40ms
step:13528/40500 train_loss:1.6150 aux_loss:0.0034 train_time:9765467ms step_avg:722.40ms
step:13529/40500 train_loss:1.6336 aux_loss:0.0029 train_time:9766188ms step_avg:722.40ms
step:13530/40500 train_loss:1.6431 aux_loss:0.0029 train_time:9766911ms step_avg:722.40ms
step:13531/40500 train_loss:1.6775 aux_loss:0.0030 train_time:9767636ms step_avg:722.40ms
step:13532/40500 train_loss:1.6711 aux_loss:0.0028 train_time:9768359ms step_avg:722.40ms
step:13533/40500 train_loss:1.6410 aux_loss:0.0027 train_time:9769085ms step_avg:722.41ms
step:13534/40500 train_loss:1.6136 aux_loss:0.0029 train_time:9769806ms step_avg:722.41ms
step:13535/40500 train_loss:1.6607 aux_loss:0.0028 train_time:9770527ms step_avg:722.40ms
step:13536/40500 train_loss:1.5865 aux_loss:0.0032 train_time:9771250ms step_avg:722.40ms
step:13537/40500 train_loss:1.6474 aux_loss:0.0028 train_time:9771974ms step_avg:722.41ms
step:13538/40500 train_loss:1.7056 aux_loss:0.0028 train_time:9772698ms step_avg:722.41ms
step:13539/40500 train_loss:1.7168 aux_loss:0.0029 train_time:9773424ms step_avg:722.41ms
step:13540/40500 train_loss:1.5429 aux_loss:0.0029 train_time:9774148ms step_avg:722.41ms
step:13541/40500 train_loss:1.6446 aux_loss:0.0028 train_time:9774873ms step_avg:722.41ms
step:13542/40500 train_loss:1.6266 aux_loss:0.0028 train_time:9775599ms step_avg:722.41ms
step:13543/40500 train_loss:1.6989 aux_loss:0.0033 train_time:9776324ms step_avg:722.41ms
step:13544/40500 train_loss:1.6563 aux_loss:0.0031 train_time:9777046ms step_avg:722.41ms
step:13545/40500 train_loss:1.6715 aux_loss:0.0029 train_time:9777768ms step_avg:722.41ms
step:13546/40500 train_loss:1.6127 aux_loss:0.0029 train_time:9778491ms step_avg:722.41ms
step:13547/40500 train_loss:1.6744 aux_loss:0.0030 train_time:9779210ms step_avg:722.41ms
step:13548/40500 train_loss:1.6764 aux_loss:0.0028 train_time:9779934ms step_avg:722.41ms
step:13549/40500 train_loss:1.6107 aux_loss:0.0029 train_time:9780662ms step_avg:722.41ms
step:13550/40500 train_loss:1.6112 aux_loss:0.0029 train_time:9781384ms step_avg:722.41ms
step:13551/40500 train_loss:1.6501 aux_loss:0.0029 train_time:9782107ms step_avg:722.41ms
step:13552/40500 train_loss:1.6969 aux_loss:0.0028 train_time:9782829ms step_avg:722.41ms
step:13553/40500 train_loss:1.6880 aux_loss:0.0028 train_time:9783555ms step_avg:722.41ms
step:13554/40500 train_loss:1.6685 aux_loss:0.0026 train_time:9784281ms step_avg:722.41ms
step:13555/40500 train_loss:1.6901 aux_loss:0.0028 train_time:9785004ms step_avg:722.41ms
step:13556/40500 train_loss:1.6618 aux_loss:0.0028 train_time:9785725ms step_avg:722.41ms
step:13557/40500 train_loss:1.6647 aux_loss:0.0029 train_time:9786449ms step_avg:722.41ms
step:13558/40500 train_loss:1.6279 aux_loss:0.0028 train_time:9787174ms step_avg:722.41ms
step:13559/40500 train_loss:1.6642 aux_loss:0.0030 train_time:9787894ms step_avg:722.41ms
step:13560/40500 train_loss:1.6150 aux_loss:0.0032 train_time:9788619ms step_avg:722.41ms
step:13561/40500 train_loss:1.6346 aux_loss:0.0029 train_time:9789343ms step_avg:722.41ms
step:13562/40500 train_loss:1.6099 aux_loss:0.0029 train_time:9790065ms step_avg:722.41ms
step:13563/40500 train_loss:1.6589 aux_loss:0.0028 train_time:9790789ms step_avg:722.41ms
step:13564/40500 train_loss:1.5899 aux_loss:0.0026 train_time:9791516ms step_avg:722.41ms
step:13565/40500 train_loss:1.6673 aux_loss:0.0027 train_time:9792240ms step_avg:722.41ms
step:13566/40500 train_loss:1.6250 aux_loss:0.0031 train_time:9792963ms step_avg:722.41ms
step:13567/40500 train_loss:1.6724 aux_loss:0.0029 train_time:9793688ms step_avg:722.41ms
step:13568/40500 train_loss:1.6017 aux_loss:0.0029 train_time:9794414ms step_avg:722.41ms
step:13569/40500 train_loss:1.6340 aux_loss:0.0028 train_time:9795140ms step_avg:722.41ms
step:13570/40500 train_loss:1.6561 aux_loss:0.0029 train_time:9795859ms step_avg:722.41ms
step:13571/40500 train_loss:1.6546 aux_loss:0.0030 train_time:9796581ms step_avg:722.41ms
step:13572/40500 train_loss:1.6912 aux_loss:0.0027 train_time:9797305ms step_avg:722.41ms
step:13573/40500 train_loss:1.6891 aux_loss:0.0029 train_time:9798030ms step_avg:722.41ms
step:13574/40500 train_loss:1.6230 aux_loss:0.0028 train_time:9798756ms step_avg:722.41ms
step:13575/40500 train_loss:1.6336 aux_loss:0.0030 train_time:9799481ms step_avg:722.41ms
step:13576/40500 train_loss:1.6280 aux_loss:0.0030 train_time:9800205ms step_avg:722.41ms
step:13577/40500 train_loss:1.6870 aux_loss:0.0030 train_time:9800929ms step_avg:722.41ms
step:13578/40500 train_loss:1.6605 aux_loss:0.0031 train_time:9801654ms step_avg:722.41ms
step:13579/40500 train_loss:1.5837 aux_loss:0.0029 train_time:9802378ms step_avg:722.41ms
step:13580/40500 train_loss:1.6539 aux_loss:0.0028 train_time:9803101ms step_avg:722.41ms
step:13581/40500 train_loss:1.6010 aux_loss:0.0028 train_time:9803827ms step_avg:722.41ms
step:13582/40500 train_loss:1.6774 aux_loss:0.0030 train_time:9804553ms step_avg:722.41ms
step:13583/40500 train_loss:1.6679 aux_loss:0.0027 train_time:9805276ms step_avg:722.41ms
step:13584/40500 train_loss:1.6396 aux_loss:0.0027 train_time:9806000ms step_avg:722.41ms
step:13585/40500 train_loss:1.6998 aux_loss:0.0029 train_time:9806725ms step_avg:722.41ms
step:13586/40500 train_loss:1.6455 aux_loss:0.0031 train_time:9807451ms step_avg:722.41ms
step:13587/40500 train_loss:1.6125 aux_loss:0.0027 train_time:9808175ms step_avg:722.41ms
step:13588/40500 train_loss:1.6498 aux_loss:0.0028 train_time:9808897ms step_avg:722.41ms
step:13589/40500 train_loss:1.6669 aux_loss:0.0030 train_time:9809616ms step_avg:722.41ms
step:13590/40500 train_loss:1.6967 aux_loss:0.0029 train_time:9810341ms step_avg:722.41ms
step:13591/40500 train_loss:1.6295 aux_loss:0.0029 train_time:9811065ms step_avg:722.41ms
step:13592/40500 train_loss:1.6163 aux_loss:0.0030 train_time:9811789ms step_avg:722.41ms
step:13593/40500 train_loss:1.6662 aux_loss:0.0030 train_time:9812512ms step_avg:722.41ms
step:13594/40500 train_loss:1.6216 aux_loss:0.0029 train_time:9813235ms step_avg:722.41ms
step:13595/40500 train_loss:1.5961 aux_loss:0.0029 train_time:9813959ms step_avg:722.41ms
step:13596/40500 train_loss:1.6703 aux_loss:0.0032 train_time:9814684ms step_avg:722.41ms
step:13597/40500 train_loss:1.6626 aux_loss:0.0029 train_time:9815408ms step_avg:722.41ms
step:13598/40500 train_loss:1.6409 aux_loss:0.0030 train_time:9816131ms step_avg:722.41ms
step:13599/40500 train_loss:1.6971 aux_loss:0.0031 train_time:9816854ms step_avg:722.41ms
step:13600/40500 train_loss:1.6794 aux_loss:0.0029 train_time:9817577ms step_avg:722.41ms
step:13601/40500 train_loss:1.6658 aux_loss:0.0030 train_time:9818300ms step_avg:722.41ms
step:13602/40500 train_loss:1.6018 aux_loss:0.0029 train_time:9819025ms step_avg:722.41ms
step:13603/40500 train_loss:1.6726 aux_loss:0.0028 train_time:9819750ms step_avg:722.41ms
step:13604/40500 train_loss:1.6911 aux_loss:0.0029 train_time:9820473ms step_avg:722.41ms
step:13605/40500 train_loss:1.6370 aux_loss:0.0031 train_time:9821196ms step_avg:722.41ms
step:13606/40500 train_loss:1.6377 aux_loss:0.0030 train_time:9821920ms step_avg:722.41ms
step:13607/40500 train_loss:1.6713 aux_loss:0.0028 train_time:9822643ms step_avg:722.41ms
step:13608/40500 train_loss:1.6549 aux_loss:0.0029 train_time:9823369ms step_avg:722.41ms
step:13609/40500 train_loss:1.6127 aux_loss:0.0027 train_time:9824091ms step_avg:722.41ms
step:13610/40500 train_loss:1.6414 aux_loss:0.0031 train_time:9824814ms step_avg:722.41ms
step:13611/40500 train_loss:1.6437 aux_loss:0.0030 train_time:9825538ms step_avg:722.41ms
step:13612/40500 train_loss:1.6670 aux_loss:0.0034 train_time:9826262ms step_avg:722.41ms
step:13613/40500 train_loss:1.6313 aux_loss:0.0030 train_time:9826987ms step_avg:722.41ms
step:13614/40500 train_loss:1.6717 aux_loss:0.0029 train_time:9827710ms step_avg:722.41ms
step:13615/40500 train_loss:1.6439 aux_loss:0.0029 train_time:9828433ms step_avg:722.41ms
step:13616/40500 train_loss:1.6568 aux_loss:0.0031 train_time:9829156ms step_avg:722.41ms
step:13617/40500 train_loss:1.6681 aux_loss:0.0032 train_time:9829878ms step_avg:722.41ms
step:13618/40500 train_loss:1.7009 aux_loss:0.0030 train_time:9830602ms step_avg:722.41ms
step:13619/40500 train_loss:1.6512 aux_loss:0.0028 train_time:9831328ms step_avg:722.41ms
step:13620/40500 train_loss:1.6112 aux_loss:0.0030 train_time:9832051ms step_avg:722.41ms
step:13621/40500 train_loss:1.6841 aux_loss:0.0029 train_time:9832773ms step_avg:722.41ms
step:13622/40500 train_loss:1.6582 aux_loss:0.0028 train_time:9833497ms step_avg:722.41ms
step:13623/40500 train_loss:1.6500 aux_loss:0.0031 train_time:9834222ms step_avg:722.41ms
step:13624/40500 train_loss:1.6368 aux_loss:0.0040 train_time:9834948ms step_avg:722.41ms
step:13625/40500 train_loss:1.6261 aux_loss:0.0029 train_time:9835670ms step_avg:722.41ms
step:13626/40500 train_loss:1.6292 aux_loss:0.0028 train_time:9836393ms step_avg:722.41ms
step:13627/40500 train_loss:1.6557 aux_loss:0.0030 train_time:9837117ms step_avg:722.41ms
step:13628/40500 train_loss:1.6391 aux_loss:0.0029 train_time:9837842ms step_avg:722.41ms
step:13629/40500 train_loss:1.6045 aux_loss:0.0028 train_time:9838567ms step_avg:722.41ms
step:13630/40500 train_loss:1.5867 aux_loss:0.0029 train_time:9839290ms step_avg:722.41ms
step:13631/40500 train_loss:1.6051 aux_loss:0.0033 train_time:9840014ms step_avg:722.41ms
step:13632/40500 train_loss:1.7170 aux_loss:0.0032 train_time:9840739ms step_avg:722.42ms
step:13633/40500 train_loss:1.6670 aux_loss:0.0030 train_time:9841466ms step_avg:722.42ms
step:13634/40500 train_loss:1.6461 aux_loss:0.0029 train_time:9842187ms step_avg:722.42ms
step:13635/40500 train_loss:1.6487 aux_loss:0.0029 train_time:9842908ms step_avg:722.42ms
step:13636/40500 train_loss:1.6226 aux_loss:0.0029 train_time:9843634ms step_avg:722.42ms
step:13637/40500 train_loss:1.6424 aux_loss:0.0030 train_time:9844359ms step_avg:722.42ms
step:13638/40500 train_loss:1.6158 aux_loss:0.0056 train_time:9845082ms step_avg:722.42ms
step:13639/40500 train_loss:1.6549 aux_loss:0.0029 train_time:9845805ms step_avg:722.42ms
step:13640/40500 train_loss:1.6079 aux_loss:0.0030 train_time:9846530ms step_avg:722.42ms
step:13641/40500 train_loss:1.5872 aux_loss:0.0028 train_time:9847255ms step_avg:722.42ms
step:13642/40500 train_loss:1.6947 aux_loss:0.0030 train_time:9847979ms step_avg:722.42ms
step:13643/40500 train_loss:1.6407 aux_loss:0.0027 train_time:9848704ms step_avg:722.42ms
step:13644/40500 train_loss:1.6808 aux_loss:0.0028 train_time:9849427ms step_avg:722.42ms
step:13645/40500 train_loss:1.6240 aux_loss:0.0029 train_time:9850151ms step_avg:722.42ms
step:13646/40500 train_loss:1.6519 aux_loss:0.0031 train_time:9850876ms step_avg:722.42ms
step:13647/40500 train_loss:1.6563 aux_loss:0.0033 train_time:9851602ms step_avg:722.42ms
step:13648/40500 train_loss:1.6681 aux_loss:0.0029 train_time:9852326ms step_avg:722.42ms
step:13649/40500 train_loss:1.6540 aux_loss:0.0028 train_time:9853045ms step_avg:722.42ms
step:13650/40500 train_loss:1.6429 aux_loss:0.0028 train_time:9853769ms step_avg:722.42ms
step:13651/40500 train_loss:1.6124 aux_loss:0.0028 train_time:9854492ms step_avg:722.42ms
step:13652/40500 train_loss:1.6403 aux_loss:0.0030 train_time:9855216ms step_avg:722.42ms
step:13653/40500 train_loss:1.5896 aux_loss:0.0028 train_time:9855941ms step_avg:722.42ms
step:13654/40500 train_loss:1.6002 aux_loss:0.0030 train_time:9856665ms step_avg:722.42ms
step:13655/40500 train_loss:1.5928 aux_loss:0.0029 train_time:9857385ms step_avg:722.42ms
step:13656/40500 train_loss:1.5879 aux_loss:0.0032 train_time:9858107ms step_avg:722.42ms
step:13657/40500 train_loss:1.7829 aux_loss:0.0030 train_time:9858832ms step_avg:722.42ms
step:13658/40500 train_loss:1.6482 aux_loss:0.0031 train_time:9859557ms step_avg:722.42ms
step:13659/40500 train_loss:1.6779 aux_loss:0.0031 train_time:9860281ms step_avg:722.42ms
step:13660/40500 train_loss:1.6524 aux_loss:0.0031 train_time:9861003ms step_avg:722.42ms
step:13661/40500 train_loss:1.6297 aux_loss:0.0034 train_time:9861726ms step_avg:722.42ms
step:13662/40500 train_loss:1.6442 aux_loss:0.0032 train_time:9862450ms step_avg:722.42ms
step:13663/40500 train_loss:1.6325 aux_loss:0.0030 train_time:9863175ms step_avg:722.42ms
step:13664/40500 train_loss:1.6528 aux_loss:0.0028 train_time:9863899ms step_avg:722.42ms
step:13665/40500 train_loss:1.5893 aux_loss:0.0026 train_time:9864623ms step_avg:722.42ms
step:13666/40500 train_loss:1.6915 aux_loss:0.0029 train_time:9865347ms step_avg:722.42ms
step:13667/40500 train_loss:1.6002 aux_loss:0.0028 train_time:9866071ms step_avg:722.42ms
step:13668/40500 train_loss:1.6175 aux_loss:0.0028 train_time:9866796ms step_avg:722.42ms
step:13669/40500 train_loss:1.6290 aux_loss:0.0030 train_time:9867519ms step_avg:722.42ms
step:13670/40500 train_loss:1.6834 aux_loss:0.0028 train_time:9868241ms step_avg:722.42ms
step:13671/40500 train_loss:1.6322 aux_loss:0.0027 train_time:9868965ms step_avg:722.42ms
step:13672/40500 train_loss:1.6652 aux_loss:0.0030 train_time:9869692ms step_avg:722.42ms
step:13673/40500 train_loss:1.5910 aux_loss:0.0029 train_time:9870417ms step_avg:722.42ms
step:13674/40500 train_loss:1.5998 aux_loss:0.0028 train_time:9871139ms step_avg:722.42ms
step:13675/40500 train_loss:1.6203 aux_loss:0.0029 train_time:9871861ms step_avg:722.42ms
step:13676/40500 train_loss:1.6424 aux_loss:0.0032 train_time:9872587ms step_avg:722.42ms
step:13677/40500 train_loss:1.6930 aux_loss:0.0030 train_time:9873310ms step_avg:722.42ms
step:13678/40500 train_loss:1.6446 aux_loss:0.0029 train_time:9874035ms step_avg:722.42ms
step:13679/40500 train_loss:1.6077 aux_loss:0.0029 train_time:9874759ms step_avg:722.42ms
step:13680/40500 train_loss:1.6508 aux_loss:0.0029 train_time:9875482ms step_avg:722.42ms
step:13681/40500 train_loss:1.6227 aux_loss:0.0029 train_time:9876203ms step_avg:722.42ms
step:13682/40500 train_loss:1.6443 aux_loss:0.0028 train_time:9876929ms step_avg:722.42ms
step:13683/40500 train_loss:1.6600 aux_loss:0.0030 train_time:9877656ms step_avg:722.42ms
step:13684/40500 train_loss:1.6623 aux_loss:0.0029 train_time:9878376ms step_avg:722.42ms
step:13685/40500 train_loss:1.6662 aux_loss:0.0030 train_time:9879099ms step_avg:722.42ms
step:13686/40500 train_loss:1.6182 aux_loss:0.0029 train_time:9879822ms step_avg:722.42ms
step:13687/40500 train_loss:1.6365 aux_loss:0.0029 train_time:9880546ms step_avg:722.42ms
step:13688/40500 train_loss:1.5928 aux_loss:0.0030 train_time:9881272ms step_avg:722.42ms
step:13689/40500 train_loss:1.6125 aux_loss:0.0031 train_time:9881995ms step_avg:722.42ms
step:13690/40500 train_loss:1.6065 aux_loss:0.0028 train_time:9882717ms step_avg:722.42ms
step:13691/40500 train_loss:1.6435 aux_loss:0.0041 train_time:9883442ms step_avg:722.42ms
step:13692/40500 train_loss:1.6457 aux_loss:0.0030 train_time:9884164ms step_avg:722.42ms
step:13693/40500 train_loss:1.6605 aux_loss:0.0028 train_time:9884892ms step_avg:722.42ms
step:13694/40500 train_loss:1.6569 aux_loss:0.0028 train_time:9885616ms step_avg:722.42ms
step:13695/40500 train_loss:1.5978 aux_loss:0.0028 train_time:9886340ms step_avg:722.42ms
step:13696/40500 train_loss:1.6968 aux_loss:0.0030 train_time:9887062ms step_avg:722.42ms
step:13697/40500 train_loss:1.6459 aux_loss:0.0029 train_time:9887790ms step_avg:722.42ms
step:13698/40500 train_loss:1.6434 aux_loss:0.0029 train_time:9888513ms step_avg:722.42ms
step:13699/40500 train_loss:1.6972 aux_loss:0.0029 train_time:9889235ms step_avg:722.42ms
step:13700/40500 train_loss:1.6128 aux_loss:0.0029 train_time:9889956ms step_avg:722.42ms
step:13701/40500 train_loss:1.6411 aux_loss:0.0031 train_time:9890680ms step_avg:722.42ms
step:13702/40500 train_loss:1.6008 aux_loss:0.0029 train_time:9891403ms step_avg:722.42ms
step:13703/40500 train_loss:1.6853 aux_loss:0.0030 train_time:9892128ms step_avg:722.42ms
step:13704/40500 train_loss:1.6116 aux_loss:0.0035 train_time:9892852ms step_avg:722.42ms
step:13705/40500 train_loss:1.7343 aux_loss:0.0028 train_time:9893574ms step_avg:722.42ms
step:13706/40500 train_loss:1.7133 aux_loss:0.0033 train_time:9894297ms step_avg:722.42ms
step:13707/40500 train_loss:1.6072 aux_loss:0.0029 train_time:9895024ms step_avg:722.42ms
step:13708/40500 train_loss:1.6032 aux_loss:0.0030 train_time:9895749ms step_avg:722.42ms
step:13709/40500 train_loss:1.6163 aux_loss:0.0031 train_time:9896471ms step_avg:722.42ms
step:13710/40500 train_loss:1.6033 aux_loss:0.0030 train_time:9897190ms step_avg:722.42ms
step:13711/40500 train_loss:1.6197 aux_loss:0.0029 train_time:9897912ms step_avg:722.42ms
step:13712/40500 train_loss:1.6563 aux_loss:0.0028 train_time:9898634ms step_avg:722.42ms
step:13713/40500 train_loss:1.6261 aux_loss:0.0030 train_time:9899358ms step_avg:722.42ms
step:13714/40500 train_loss:1.6572 aux_loss:0.0031 train_time:9900083ms step_avg:722.42ms
step:13715/40500 train_loss:1.6077 aux_loss:0.0031 train_time:9900809ms step_avg:722.42ms
step:13716/40500 train_loss:1.6504 aux_loss:0.0036 train_time:9901529ms step_avg:722.42ms
step:13717/40500 train_loss:1.6432 aux_loss:0.0030 train_time:9902250ms step_avg:722.42ms
step:13718/40500 train_loss:1.7103 aux_loss:0.0030 train_time:9902973ms step_avg:722.42ms
step:13719/40500 train_loss:1.5996 aux_loss:0.0028 train_time:9903696ms step_avg:722.42ms
step:13720/40500 train_loss:1.7068 aux_loss:0.0028 train_time:9904419ms step_avg:722.42ms
step:13721/40500 train_loss:1.7191 aux_loss:0.0027 train_time:9905145ms step_avg:722.42ms
step:13722/40500 train_loss:1.5976 aux_loss:0.0028 train_time:9905868ms step_avg:722.42ms
step:13723/40500 train_loss:1.6751 aux_loss:0.0030 train_time:9906591ms step_avg:722.42ms
step:13724/40500 train_loss:1.6613 aux_loss:0.0030 train_time:9907315ms step_avg:722.42ms
step:13725/40500 train_loss:1.6890 aux_loss:0.0032 train_time:9908039ms step_avg:722.42ms
step:13726/40500 train_loss:1.6325 aux_loss:0.0028 train_time:9908763ms step_avg:722.42ms
step:13727/40500 train_loss:1.6683 aux_loss:0.0031 train_time:9909487ms step_avg:722.42ms
step:13728/40500 train_loss:1.6450 aux_loss:0.0038 train_time:9910206ms step_avg:722.42ms
step:13729/40500 train_loss:1.6682 aux_loss:0.0030 train_time:9910928ms step_avg:722.42ms
step:13730/40500 train_loss:1.6313 aux_loss:0.0030 train_time:9911652ms step_avg:722.42ms
step:13731/40500 train_loss:1.6363 aux_loss:0.0033 train_time:9912375ms step_avg:722.42ms
step:13732/40500 train_loss:1.6522 aux_loss:0.0029 train_time:9913100ms step_avg:722.42ms
step:13733/40500 train_loss:1.6053 aux_loss:0.0031 train_time:9913825ms step_avg:722.42ms
step:13734/40500 train_loss:1.6806 aux_loss:0.0030 train_time:9914545ms step_avg:722.42ms
step:13735/40500 train_loss:1.6366 aux_loss:0.0028 train_time:9915266ms step_avg:722.42ms
step:13736/40500 train_loss:1.6536 aux_loss:0.0030 train_time:9915990ms step_avg:722.42ms
step:13737/40500 train_loss:1.6199 aux_loss:0.0029 train_time:9916714ms step_avg:722.42ms
step:13738/40500 train_loss:1.5485 aux_loss:0.0028 train_time:9917438ms step_avg:722.42ms
step:13739/40500 train_loss:1.6677 aux_loss:0.0030 train_time:9918164ms step_avg:722.42ms
step:13740/40500 train_loss:1.6691 aux_loss:0.0029 train_time:9918884ms step_avg:722.42ms
step:13741/40500 train_loss:1.6375 aux_loss:0.0029 train_time:9919605ms step_avg:722.42ms
step:13742/40500 train_loss:1.6213 aux_loss:0.0029 train_time:9920328ms step_avg:722.42ms
step:13743/40500 train_loss:1.6517 aux_loss:0.0030 train_time:9921051ms step_avg:722.42ms
step:13744/40500 train_loss:1.6205 aux_loss:0.0029 train_time:9921775ms step_avg:722.42ms
step:13745/40500 train_loss:1.5917 aux_loss:0.0030 train_time:9922498ms step_avg:722.42ms
step:13746/40500 train_loss:1.6415 aux_loss:0.0030 train_time:9923225ms step_avg:722.42ms
step:13747/40500 train_loss:1.6571 aux_loss:0.0030 train_time:9923947ms step_avg:722.42ms
step:13748/40500 train_loss:1.6725 aux_loss:0.0029 train_time:9924671ms step_avg:722.42ms
step:13749/40500 train_loss:1.5522 aux_loss:0.0029 train_time:9925397ms step_avg:722.42ms
step:13750/40500 train_loss:1.6081 aux_loss:0.0029 train_time:9926121ms step_avg:722.43ms
step:13751/40500 train_loss:1.6158 aux_loss:0.0029 train_time:9926842ms step_avg:722.42ms
step:13752/40500 train_loss:1.6548 aux_loss:0.0031 train_time:9927561ms step_avg:722.42ms
step:13753/40500 train_loss:1.6861 aux_loss:0.0031 train_time:9928284ms step_avg:722.42ms
step:13754/40500 train_loss:1.6230 aux_loss:0.0028 train_time:9929007ms step_avg:722.42ms
step:13755/40500 train_loss:1.6403 aux_loss:0.0030 train_time:9929731ms step_avg:722.42ms
step:13756/40500 train_loss:1.7002 aux_loss:0.0028 train_time:9930458ms step_avg:722.43ms
step:13757/40500 train_loss:1.6920 aux_loss:0.0029 train_time:9931182ms step_avg:722.43ms
step:13758/40500 train_loss:1.6121 aux_loss:0.0028 train_time:9931902ms step_avg:722.43ms
step:13759/40500 train_loss:1.6173 aux_loss:0.0029 train_time:9932623ms step_avg:722.43ms
step:13760/40500 train_loss:1.6273 aux_loss:0.0027 train_time:9933347ms step_avg:722.43ms
step:13761/40500 train_loss:1.6119 aux_loss:0.0029 train_time:9934071ms step_avg:722.43ms
step:13762/40500 train_loss:1.6452 aux_loss:0.0029 train_time:9934798ms step_avg:722.43ms
step:13763/40500 train_loss:1.6359 aux_loss:0.0031 train_time:9935521ms step_avg:722.43ms
step:13764/40500 train_loss:1.6066 aux_loss:0.0031 train_time:9936242ms step_avg:722.43ms
step:13765/40500 train_loss:1.6694 aux_loss:0.0030 train_time:9936964ms step_avg:722.43ms
step:13766/40500 train_loss:1.6133 aux_loss:0.0029 train_time:9937689ms step_avg:722.43ms
step:13767/40500 train_loss:1.6633 aux_loss:0.0029 train_time:9938414ms step_avg:722.43ms
step:13768/40500 train_loss:1.5963 aux_loss:0.0028 train_time:9939138ms step_avg:722.43ms
step:13769/40500 train_loss:1.6801 aux_loss:0.0027 train_time:9939862ms step_avg:722.43ms
step:13770/40500 train_loss:1.6207 aux_loss:0.0029 train_time:9940586ms step_avg:722.43ms
step:13771/40500 train_loss:1.6302 aux_loss:0.0028 train_time:9941310ms step_avg:722.43ms
step:13772/40500 train_loss:1.6364 aux_loss:0.0028 train_time:9942034ms step_avg:722.43ms
step:13773/40500 train_loss:1.6861 aux_loss:0.0030 train_time:9942757ms step_avg:722.43ms
step:13774/40500 train_loss:1.6079 aux_loss:0.0029 train_time:9943479ms step_avg:722.43ms
step:13775/40500 train_loss:1.6615 aux_loss:0.0031 train_time:9944200ms step_avg:722.43ms
step:13776/40500 train_loss:1.6840 aux_loss:0.0029 train_time:9944924ms step_avg:722.43ms
step:13777/40500 train_loss:1.6098 aux_loss:0.0029 train_time:9945648ms step_avg:722.43ms
step:13778/40500 train_loss:1.6249 aux_loss:0.0029 train_time:9946373ms step_avg:722.43ms
step:13779/40500 train_loss:1.6249 aux_loss:0.0028 train_time:9947097ms step_avg:722.43ms
step:13780/40500 train_loss:1.6047 aux_loss:0.0029 train_time:9947817ms step_avg:722.43ms
step:13781/40500 train_loss:1.6254 aux_loss:0.0029 train_time:9948539ms step_avg:722.43ms
step:13782/40500 train_loss:1.6205 aux_loss:0.0030 train_time:9949265ms step_avg:722.43ms
step:13783/40500 train_loss:1.6451 aux_loss:0.0036 train_time:9949990ms step_avg:722.43ms
step:13784/40500 train_loss:1.6313 aux_loss:0.0029 train_time:9950714ms step_avg:722.43ms
step:13785/40500 train_loss:1.6299 aux_loss:0.0048 train_time:9951435ms step_avg:722.43ms
step:13786/40500 train_loss:1.6602 aux_loss:0.0031 train_time:9952158ms step_avg:722.43ms
step:13787/40500 train_loss:1.6787 aux_loss:0.0030 train_time:9952882ms step_avg:722.43ms
step:13788/40500 train_loss:1.6896 aux_loss:0.0032 train_time:9953606ms step_avg:722.43ms
step:13789/40500 train_loss:1.6480 aux_loss:0.0031 train_time:9954331ms step_avg:722.43ms
step:13790/40500 train_loss:1.6419 aux_loss:0.0031 train_time:9955055ms step_avg:722.43ms
step:13791/40500 train_loss:1.6364 aux_loss:0.0029 train_time:9955778ms step_avg:722.43ms
step:13792/40500 train_loss:1.6162 aux_loss:0.0031 train_time:9956500ms step_avg:722.43ms
step:13793/40500 train_loss:1.6542 aux_loss:0.0029 train_time:9957226ms step_avg:722.43ms
step:13794/40500 train_loss:1.5912 aux_loss:0.0030 train_time:9957950ms step_avg:722.43ms
step:13795/40500 train_loss:1.6718 aux_loss:0.0030 train_time:9958673ms step_avg:722.43ms
step:13796/40500 train_loss:1.6867 aux_loss:0.0030 train_time:9959396ms step_avg:722.43ms
step:13797/40500 train_loss:1.6647 aux_loss:0.0031 train_time:9960121ms step_avg:722.43ms
step:13798/40500 train_loss:1.6429 aux_loss:0.0032 train_time:9960844ms step_avg:722.43ms
step:13799/40500 train_loss:1.6811 aux_loss:0.0030 train_time:9961564ms step_avg:722.43ms
step:13800/40500 train_loss:1.6637 aux_loss:0.0028 train_time:9962290ms step_avg:722.43ms
step:13801/40500 train_loss:1.6391 aux_loss:0.0030 train_time:9963012ms step_avg:722.43ms
step:13802/40500 train_loss:1.6037 aux_loss:0.0029 train_time:9963735ms step_avg:722.43ms
step:13803/40500 train_loss:1.6510 aux_loss:0.0029 train_time:9964460ms step_avg:722.43ms
step:13804/40500 train_loss:1.6440 aux_loss:0.0029 train_time:9965184ms step_avg:722.43ms
step:13805/40500 train_loss:1.6617 aux_loss:0.0028 train_time:9965911ms step_avg:722.43ms
step:13806/40500 train_loss:1.6793 aux_loss:0.0030 train_time:9966633ms step_avg:722.43ms
step:13807/40500 train_loss:1.6795 aux_loss:0.0028 train_time:9967356ms step_avg:722.43ms
step:13808/40500 train_loss:1.6449 aux_loss:0.0028 train_time:9968081ms step_avg:722.43ms
step:13809/40500 train_loss:1.6027 aux_loss:0.0031 train_time:9968808ms step_avg:722.43ms
step:13810/40500 train_loss:1.6146 aux_loss:0.0028 train_time:9969531ms step_avg:722.43ms
step:13811/40500 train_loss:1.6584 aux_loss:0.0029 train_time:9970251ms step_avg:722.43ms
step:13812/40500 train_loss:1.6457 aux_loss:0.0030 train_time:9970976ms step_avg:722.43ms
step:13813/40500 train_loss:1.6430 aux_loss:0.0028 train_time:9971699ms step_avg:722.43ms
step:13814/40500 train_loss:1.6402 aux_loss:0.0027 train_time:9972426ms step_avg:722.43ms
step:13815/40500 train_loss:1.7003 aux_loss:0.0028 train_time:9973149ms step_avg:722.43ms
step:13816/40500 train_loss:1.6492 aux_loss:0.0028 train_time:9973870ms step_avg:722.43ms
step:13817/40500 train_loss:1.6657 aux_loss:0.0029 train_time:9974591ms step_avg:722.43ms
step:13818/40500 train_loss:1.6609 aux_loss:0.0031 train_time:9975315ms step_avg:722.43ms
step:13819/40500 train_loss:1.6106 aux_loss:0.0031 train_time:9976040ms step_avg:722.43ms
step:13820/40500 train_loss:1.6571 aux_loss:0.0030 train_time:9976765ms step_avg:722.43ms
step:13821/40500 train_loss:1.6609 aux_loss:0.0030 train_time:9977489ms step_avg:722.43ms
step:13822/40500 train_loss:1.6315 aux_loss:0.0029 train_time:9978213ms step_avg:722.43ms
step:13823/40500 train_loss:1.6594 aux_loss:0.0028 train_time:9978937ms step_avg:722.43ms
step:13824/40500 train_loss:1.6081 aux_loss:0.0028 train_time:9979661ms step_avg:722.43ms
step:13825/40500 train_loss:1.6941 aux_loss:0.0028 train_time:9980387ms step_avg:722.43ms
step:13826/40500 train_loss:1.7001 aux_loss:0.0030 train_time:9981108ms step_avg:722.43ms
step:13827/40500 train_loss:1.6233 aux_loss:0.0030 train_time:9981829ms step_avg:722.43ms
step:13828/40500 train_loss:1.6656 aux_loss:0.0027 train_time:9982553ms step_avg:722.43ms
step:13829/40500 train_loss:1.6240 aux_loss:0.0029 train_time:9983279ms step_avg:722.43ms
step:13830/40500 train_loss:1.6046 aux_loss:0.0030 train_time:9984003ms step_avg:722.43ms
step:13831/40500 train_loss:1.6238 aux_loss:0.0029 train_time:9984725ms step_avg:722.43ms
step:13832/40500 train_loss:1.5948 aux_loss:0.0029 train_time:9985447ms step_avg:722.43ms
step:13833/40500 train_loss:1.6031 aux_loss:0.0030 train_time:9986172ms step_avg:722.43ms
step:13834/40500 train_loss:1.6714 aux_loss:0.0030 train_time:9986894ms step_avg:722.43ms
step:13835/40500 train_loss:1.5798 aux_loss:0.0032 train_time:9987621ms step_avg:722.43ms
step:13836/40500 train_loss:1.6623 aux_loss:0.0034 train_time:9988345ms step_avg:722.43ms
step:13837/40500 train_loss:1.6028 aux_loss:0.0030 train_time:9989067ms step_avg:722.43ms
step:13838/40500 train_loss:1.6311 aux_loss:0.0032 train_time:9989790ms step_avg:722.43ms
step:13839/40500 train_loss:1.6277 aux_loss:0.0035 train_time:9990514ms step_avg:722.43ms
step:13840/40500 train_loss:1.6550 aux_loss:0.0027 train_time:9991241ms step_avg:722.43ms
step:13841/40500 train_loss:1.6517 aux_loss:0.0027 train_time:9991965ms step_avg:722.43ms
step:13842/40500 train_loss:1.6090 aux_loss:0.0027 train_time:9992688ms step_avg:722.43ms
step:13843/40500 train_loss:1.6472 aux_loss:0.0029 train_time:9993412ms step_avg:722.43ms
step:13844/40500 train_loss:1.6422 aux_loss:0.0029 train_time:9994135ms step_avg:722.43ms
step:13845/40500 train_loss:1.5664 aux_loss:0.0027 train_time:9994859ms step_avg:722.43ms
step:13846/40500 train_loss:1.6117 aux_loss:0.0029 train_time:9995582ms step_avg:722.43ms
step:13847/40500 train_loss:1.6478 aux_loss:0.0032 train_time:9996305ms step_avg:722.43ms
step:13848/40500 train_loss:1.6493 aux_loss:0.0028 train_time:9997028ms step_avg:722.43ms
step:13849/40500 train_loss:1.6036 aux_loss:0.0028 train_time:9997751ms step_avg:722.43ms
step:13850/40500 train_loss:1.6253 aux_loss:0.0029 train_time:9998476ms step_avg:722.43ms
step:13851/40500 train_loss:1.6631 aux_loss:0.0029 train_time:9999201ms step_avg:722.43ms
step:13852/40500 train_loss:1.6177 aux_loss:0.0029 train_time:9999924ms step_avg:722.43ms
step:13853/40500 train_loss:1.6153 aux_loss:0.0028 train_time:10000647ms step_avg:722.43ms
step:13854/40500 train_loss:1.6031 aux_loss:0.0028 train_time:10001371ms step_avg:722.43ms
step:13855/40500 train_loss:1.6370 aux_loss:0.0029 train_time:10002094ms step_avg:722.43ms
step:13856/40500 train_loss:1.6607 aux_loss:0.0030 train_time:10002820ms step_avg:722.43ms
step:13857/40500 train_loss:1.6160 aux_loss:0.0028 train_time:10003540ms step_avg:722.43ms
step:13858/40500 train_loss:1.6056 aux_loss:0.0028 train_time:10004260ms step_avg:722.43ms
step:13859/40500 train_loss:1.7066 aux_loss:0.0031 train_time:10004983ms step_avg:722.43ms
step:13860/40500 train_loss:1.6499 aux_loss:0.0028 train_time:10005709ms step_avg:722.43ms
step:13861/40500 train_loss:1.6837 aux_loss:0.0028 train_time:10006431ms step_avg:722.43ms
step:13862/40500 train_loss:1.5808 aux_loss:0.0027 train_time:10007156ms step_avg:722.43ms
step:13863/40500 train_loss:1.6838 aux_loss:0.0030 train_time:10007879ms step_avg:722.43ms
step:13864/40500 train_loss:1.6266 aux_loss:0.0029 train_time:10008599ms step_avg:722.43ms
step:13865/40500 train_loss:1.6553 aux_loss:0.0031 train_time:10009322ms step_avg:722.43ms
step:13866/40500 train_loss:1.7032 aux_loss:0.0038 train_time:10010045ms step_avg:722.43ms
step:13867/40500 train_loss:1.6559 aux_loss:0.0031 train_time:10010770ms step_avg:722.43ms
step:13868/40500 train_loss:1.6318 aux_loss:0.0030 train_time:10011497ms step_avg:722.43ms
step:13869/40500 train_loss:1.5984 aux_loss:0.0031 train_time:10012220ms step_avg:722.43ms
step:13870/40500 train_loss:1.6735 aux_loss:0.0028 train_time:10012938ms step_avg:722.43ms
step:13871/40500 train_loss:1.6349 aux_loss:0.0031 train_time:10013660ms step_avg:722.43ms
step:13872/40500 train_loss:1.6143 aux_loss:0.0027 train_time:10014385ms step_avg:722.43ms
step:13873/40500 train_loss:1.6022 aux_loss:0.0030 train_time:10015110ms step_avg:722.43ms
step:13874/40500 train_loss:1.6442 aux_loss:0.0030 train_time:10015836ms step_avg:722.43ms
step:13875/40500 train_loss:1.6085 aux_loss:0.0029 train_time:10016557ms step_avg:722.43ms
step:13876/40500 train_loss:1.6631 aux_loss:0.0035 train_time:10017277ms step_avg:722.43ms
step:13877/40500 train_loss:1.6248 aux_loss:0.0030 train_time:10018000ms step_avg:722.43ms
step:13878/40500 train_loss:1.6605 aux_loss:0.0032 train_time:10018725ms step_avg:722.43ms
step:13879/40500 train_loss:1.6776 aux_loss:0.0028 train_time:10019451ms step_avg:722.44ms
step:13880/40500 train_loss:1.6469 aux_loss:0.0028 train_time:10020176ms step_avg:722.44ms
step:13881/40500 train_loss:1.6510 aux_loss:0.0028 train_time:10020898ms step_avg:722.44ms
step:13882/40500 train_loss:1.6400 aux_loss:0.0028 train_time:10021617ms step_avg:722.43ms
step:13883/40500 train_loss:1.6314 aux_loss:0.0030 train_time:10022341ms step_avg:722.43ms
step:13884/40500 train_loss:1.6645 aux_loss:0.0027 train_time:10023065ms step_avg:722.44ms
step:13885/40500 train_loss:1.6733 aux_loss:0.0027 train_time:10023790ms step_avg:722.44ms
step:13886/40500 train_loss:1.6239 aux_loss:0.0028 train_time:10024514ms step_avg:722.44ms
step:13887/40500 train_loss:1.6326 aux_loss:0.0028 train_time:10025237ms step_avg:722.44ms
step:13888/40500 train_loss:1.6625 aux_loss:0.0030 train_time:10025955ms step_avg:722.44ms
step:13889/40500 train_loss:1.6559 aux_loss:0.0031 train_time:10026678ms step_avg:722.44ms
step:13890/40500 train_loss:1.6400 aux_loss:0.0029 train_time:10027401ms step_avg:722.44ms
step:13891/40500 train_loss:1.6655 aux_loss:0.0029 train_time:10028126ms step_avg:722.44ms
step:13892/40500 train_loss:1.6321 aux_loss:0.0028 train_time:10028853ms step_avg:722.44ms
step:13893/40500 train_loss:1.6023 aux_loss:0.0035 train_time:10029573ms step_avg:722.44ms
step:13894/40500 train_loss:1.6560 aux_loss:0.0029 train_time:10030293ms step_avg:722.44ms
step:13895/40500 train_loss:1.6334 aux_loss:0.0029 train_time:10031015ms step_avg:722.44ms
step:13896/40500 train_loss:1.6356 aux_loss:0.0031 train_time:10031740ms step_avg:722.44ms
step:13897/40500 train_loss:1.6434 aux_loss:0.0030 train_time:10032463ms step_avg:722.44ms
step:13898/40500 train_loss:1.6174 aux_loss:0.0030 train_time:10033189ms step_avg:722.44ms
step:13899/40500 train_loss:1.5703 aux_loss:0.0037 train_time:10033912ms step_avg:722.44ms
step:13900/40500 train_loss:1.6501 aux_loss:0.0030 train_time:10034632ms step_avg:722.44ms
step:13901/40500 train_loss:1.6701 aux_loss:0.0030 train_time:10035354ms step_avg:722.44ms
step:13902/40500 train_loss:1.6259 aux_loss:0.0033 train_time:10036077ms step_avg:722.44ms
step:13903/40500 train_loss:1.6170 aux_loss:0.0030 train_time:10036801ms step_avg:722.44ms
step:13904/40500 train_loss:1.6934 aux_loss:0.0029 train_time:10037528ms step_avg:722.44ms
step:13905/40500 train_loss:1.5852 aux_loss:0.0028 train_time:10038251ms step_avg:722.44ms
step:13906/40500 train_loss:1.6234 aux_loss:0.0029 train_time:10038969ms step_avg:722.44ms
step:13907/40500 train_loss:1.6422 aux_loss:0.0027 train_time:10039692ms step_avg:722.44ms
step:13908/40500 train_loss:1.6163 aux_loss:0.0030 train_time:10040417ms step_avg:722.44ms
step:13909/40500 train_loss:1.6421 aux_loss:0.0032 train_time:10041142ms step_avg:722.44ms
step:13910/40500 train_loss:1.6777 aux_loss:0.0029 train_time:10041869ms step_avg:722.44ms
step:13911/40500 train_loss:1.6644 aux_loss:0.0028 train_time:10042590ms step_avg:722.44ms
step:13912/40500 train_loss:1.6496 aux_loss:0.0029 train_time:10043310ms step_avg:722.44ms
step:13913/40500 train_loss:1.6188 aux_loss:0.0028 train_time:10044031ms step_avg:722.44ms
step:13914/40500 train_loss:1.6392 aux_loss:0.0033 train_time:10044755ms step_avg:722.44ms
step:13915/40500 train_loss:1.6480 aux_loss:0.0028 train_time:10045479ms step_avg:722.44ms
step:13916/40500 train_loss:1.6621 aux_loss:0.0029 train_time:10046206ms step_avg:722.44ms
step:13917/40500 train_loss:1.6408 aux_loss:0.0028 train_time:10046932ms step_avg:722.44ms
step:13918/40500 train_loss:1.6781 aux_loss:0.0053 train_time:10047654ms step_avg:722.44ms
step:13919/40500 train_loss:1.6333 aux_loss:0.0029 train_time:10048378ms step_avg:722.44ms
step:13920/40500 train_loss:1.7200 aux_loss:0.0031 train_time:10049104ms step_avg:722.44ms
step:13921/40500 train_loss:1.6438 aux_loss:0.0029 train_time:10049828ms step_avg:722.44ms
step:13922/40500 train_loss:1.6359 aux_loss:0.0030 train_time:10050550ms step_avg:722.44ms
step:13923/40500 train_loss:1.6270 aux_loss:0.0029 train_time:10051272ms step_avg:722.44ms
step:13924/40500 train_loss:1.6768 aux_loss:0.0028 train_time:10051997ms step_avg:722.44ms
step:13925/40500 train_loss:1.6200 aux_loss:0.0028 train_time:10052723ms step_avg:722.44ms
step:13926/40500 train_loss:1.6099 aux_loss:0.0028 train_time:10053447ms step_avg:722.44ms
step:13927/40500 train_loss:1.5999 aux_loss:0.0028 train_time:10054169ms step_avg:722.44ms
step:13928/40500 train_loss:1.6221 aux_loss:0.0028 train_time:10054893ms step_avg:722.44ms
step:13929/40500 train_loss:1.6596 aux_loss:0.0030 train_time:10055616ms step_avg:722.44ms
step:13930/40500 train_loss:1.6670 aux_loss:0.0030 train_time:10056341ms step_avg:722.44ms
step:13931/40500 train_loss:1.5944 aux_loss:0.0032 train_time:10057065ms step_avg:722.44ms
step:13932/40500 train_loss:1.6447 aux_loss:0.0030 train_time:10057788ms step_avg:722.44ms
step:13933/40500 train_loss:1.6291 aux_loss:0.0030 train_time:10058511ms step_avg:722.44ms
step:13934/40500 train_loss:1.6330 aux_loss:0.0028 train_time:10059235ms step_avg:722.44ms
step:13935/40500 train_loss:1.6426 aux_loss:0.0027 train_time:10059961ms step_avg:722.44ms
step:13936/40500 train_loss:1.6604 aux_loss:0.0029 train_time:10060685ms step_avg:722.44ms
step:13937/40500 train_loss:1.6401 aux_loss:0.0029 train_time:10061407ms step_avg:722.44ms
step:13938/40500 train_loss:1.6082 aux_loss:0.0030 train_time:10062131ms step_avg:722.44ms
step:13939/40500 train_loss:1.6406 aux_loss:0.0029 train_time:10062856ms step_avg:722.44ms
step:13940/40500 train_loss:1.6662 aux_loss:0.0029 train_time:10063582ms step_avg:722.44ms
step:13941/40500 train_loss:1.6508 aux_loss:0.0028 train_time:10064305ms step_avg:722.44ms
step:13942/40500 train_loss:1.5985 aux_loss:0.0028 train_time:10065028ms step_avg:722.44ms
step:13943/40500 train_loss:1.6039 aux_loss:0.0029 train_time:10065752ms step_avg:722.44ms
step:13944/40500 train_loss:1.6557 aux_loss:0.0030 train_time:10066478ms step_avg:722.44ms
step:13945/40500 train_loss:1.6330 aux_loss:0.0028 train_time:10067202ms step_avg:722.44ms
step:13946/40500 train_loss:1.5929 aux_loss:0.0029 train_time:10067922ms step_avg:722.44ms
step:13947/40500 train_loss:1.6443 aux_loss:0.0030 train_time:10068642ms step_avg:722.44ms
step:13948/40500 train_loss:1.6092 aux_loss:0.0032 train_time:10069365ms step_avg:722.44ms
step:13949/40500 train_loss:1.6549 aux_loss:0.0028 train_time:10070088ms step_avg:722.44ms
step:13950/40500 train_loss:1.6410 aux_loss:0.0031 train_time:10070812ms step_avg:722.44ms
step:13951/40500 train_loss:1.6457 aux_loss:0.0031 train_time:10071540ms step_avg:722.44ms
step:13952/40500 train_loss:1.6338 aux_loss:0.0031 train_time:10072264ms step_avg:722.44ms
step:13953/40500 train_loss:1.6194 aux_loss:0.0028 train_time:10072982ms step_avg:722.44ms
step:13954/40500 train_loss:1.6577 aux_loss:0.0026 train_time:10073704ms step_avg:722.44ms
step:13955/40500 train_loss:1.5992 aux_loss:0.0029 train_time:10074429ms step_avg:722.44ms
step:13956/40500 train_loss:1.5951 aux_loss:0.0028 train_time:10075156ms step_avg:722.44ms
step:13957/40500 train_loss:1.6518 aux_loss:0.0028 train_time:10075880ms step_avg:722.44ms
step:13958/40500 train_loss:1.6743 aux_loss:0.0033 train_time:10076604ms step_avg:722.44ms
step:13959/40500 train_loss:1.6629 aux_loss:0.0030 train_time:10077328ms step_avg:722.44ms
step:13960/40500 train_loss:1.6038 aux_loss:0.0027 train_time:10078052ms step_avg:722.44ms
step:13961/40500 train_loss:1.6649 aux_loss:0.0027 train_time:10078776ms step_avg:722.44ms
step:13962/40500 train_loss:1.5909 aux_loss:0.0028 train_time:10079498ms step_avg:722.44ms
step:13963/40500 train_loss:1.5973 aux_loss:0.0029 train_time:10080222ms step_avg:722.44ms
step:13964/40500 train_loss:1.6575 aux_loss:0.0030 train_time:10080942ms step_avg:722.44ms
step:13965/40500 train_loss:1.6201 aux_loss:0.0029 train_time:10081662ms step_avg:722.44ms
step:13966/40500 train_loss:1.6078 aux_loss:0.0031 train_time:10082388ms step_avg:722.44ms
step:13967/40500 train_loss:1.6124 aux_loss:0.0030 train_time:10083113ms step_avg:722.44ms
step:13968/40500 train_loss:1.6517 aux_loss:0.0034 train_time:10083837ms step_avg:722.44ms
step:13969/40500 train_loss:1.6433 aux_loss:0.0028 train_time:10084561ms step_avg:722.44ms
step:13970/40500 train_loss:1.6608 aux_loss:0.0028 train_time:10085286ms step_avg:722.44ms
step:13971/40500 train_loss:1.6771 aux_loss:0.0028 train_time:10086010ms step_avg:722.44ms
step:13972/40500 train_loss:1.6058 aux_loss:0.0029 train_time:10086733ms step_avg:722.44ms
step:13973/40500 train_loss:1.6470 aux_loss:0.0028 train_time:10087457ms step_avg:722.44ms
step:13974/40500 train_loss:1.5689 aux_loss:0.0038 train_time:10088177ms step_avg:722.44ms
step:13975/40500 train_loss:1.6504 aux_loss:0.0029 train_time:10088899ms step_avg:722.44ms
step:13976/40500 train_loss:1.6192 aux_loss:0.0028 train_time:10089620ms step_avg:722.44ms
step:13977/40500 train_loss:1.6364 aux_loss:0.0027 train_time:10090342ms step_avg:722.44ms
step:13978/40500 train_loss:1.6886 aux_loss:0.0027 train_time:10091066ms step_avg:722.44ms
step:13979/40500 train_loss:1.6128 aux_loss:0.0030 train_time:10091791ms step_avg:722.44ms
step:13980/40500 train_loss:1.6699 aux_loss:0.0030 train_time:10092516ms step_avg:722.44ms
step:13981/40500 train_loss:1.6243 aux_loss:0.0029 train_time:10093238ms step_avg:722.44ms
step:13982/40500 train_loss:1.6544 aux_loss:0.0031 train_time:10093962ms step_avg:722.44ms
step:13983/40500 train_loss:1.6527 aux_loss:0.0030 train_time:10094687ms step_avg:722.44ms
step:13984/40500 train_loss:1.6572 aux_loss:0.0031 train_time:10095412ms step_avg:722.44ms
step:13985/40500 train_loss:1.6426 aux_loss:0.0032 train_time:10096135ms step_avg:722.44ms
step:13986/40500 train_loss:1.6798 aux_loss:0.0031 train_time:10096858ms step_avg:722.44ms
step:13987/40500 train_loss:1.5680 aux_loss:0.0030 train_time:10097583ms step_avg:722.44ms
step:13988/40500 train_loss:1.6013 aux_loss:0.0031 train_time:10098306ms step_avg:722.44ms
step:13989/40500 train_loss:1.6472 aux_loss:0.0031 train_time:10099033ms step_avg:722.44ms
step:13990/40500 train_loss:1.6390 aux_loss:0.0031 train_time:10099756ms step_avg:722.44ms
step:13991/40500 train_loss:1.6298 aux_loss:0.0028 train_time:10100482ms step_avg:722.44ms
step:13992/40500 train_loss:1.6092 aux_loss:0.0027 train_time:10101206ms step_avg:722.44ms
step:13993/40500 train_loss:1.5409 aux_loss:0.0027 train_time:10101928ms step_avg:722.44ms
step:13994/40500 train_loss:1.6040 aux_loss:0.0028 train_time:10102650ms step_avg:722.44ms
step:13995/40500 train_loss:1.6522 aux_loss:0.0030 train_time:10103373ms step_avg:722.44ms
step:13996/40500 train_loss:1.6489 aux_loss:0.0028 train_time:10104097ms step_avg:722.44ms
step:13997/40500 train_loss:1.6698 aux_loss:0.0030 train_time:10104820ms step_avg:722.44ms
step:13998/40500 train_loss:1.6643 aux_loss:0.0029 train_time:10105544ms step_avg:722.44ms
step:13999/40500 train_loss:1.6644 aux_loss:0.0028 train_time:10106268ms step_avg:722.44ms
step:14000/40500 train_loss:1.7096 aux_loss:0.0028 train_time:10106991ms step_avg:722.44ms
step:14000/40500 val_loss:1.6453 val_aux_loss:0.0029 train_time:10106991ms step_avg:722.44ms
step:14001/40500 train_loss:1.6988 aux_loss:0.0029 train_time:10107717ms step_avg:722.44ms
step:14002/40500 train_loss:1.6584 aux_loss:0.0028 train_time:10108440ms step_avg:722.44ms
step:14003/40500 train_loss:1.6492 aux_loss:0.0028 train_time:10109164ms step_avg:722.44ms
step:14004/40500 train_loss:1.6789 aux_loss:0.0030 train_time:10109886ms step_avg:722.44ms
step:14005/40500 train_loss:1.6638 aux_loss:0.0029 train_time:10110611ms step_avg:722.44ms
step:14006/40500 train_loss:1.6761 aux_loss:0.0030 train_time:10111334ms step_avg:722.44ms
step:14007/40500 train_loss:1.6708 aux_loss:0.0029 train_time:10112056ms step_avg:722.44ms
step:14008/40500 train_loss:1.6130 aux_loss:0.0030 train_time:10112778ms step_avg:722.44ms
step:14009/40500 train_loss:1.6104 aux_loss:0.0027 train_time:10113501ms step_avg:722.44ms
step:14010/40500 train_loss:1.6620 aux_loss:0.0029 train_time:10114226ms step_avg:722.44ms
step:14011/40500 train_loss:1.6669 aux_loss:0.0027 train_time:10114951ms step_avg:722.44ms
step:14012/40500 train_loss:1.6540 aux_loss:0.0032 train_time:10115674ms step_avg:722.44ms
step:14013/40500 train_loss:1.6303 aux_loss:0.0028 train_time:10116394ms step_avg:722.44ms
step:14014/40500 train_loss:1.6099 aux_loss:0.0031 train_time:10117117ms step_avg:722.44ms
step:14015/40500 train_loss:1.6324 aux_loss:0.0028 train_time:10117838ms step_avg:722.44ms
step:14016/40500 train_loss:1.6496 aux_loss:0.0030 train_time:10118557ms step_avg:722.44ms
step:14017/40500 train_loss:1.6368 aux_loss:0.0030 train_time:10119280ms step_avg:722.44ms
step:14018/40500 train_loss:1.6548 aux_loss:0.0029 train_time:10120004ms step_avg:722.44ms
step:14019/40500 train_loss:1.6904 aux_loss:0.0030 train_time:10120730ms step_avg:722.44ms
step:14020/40500 train_loss:1.7008 aux_loss:0.0031 train_time:10121451ms step_avg:722.44ms
step:14021/40500 train_loss:1.6180 aux_loss:0.0029 train_time:10122175ms step_avg:722.44ms
step:14022/40500 train_loss:1.6655 aux_loss:0.0034 train_time:10122899ms step_avg:722.44ms
step:14023/40500 train_loss:1.7005 aux_loss:0.0030 train_time:10123623ms step_avg:722.45ms
step:14024/40500 train_loss:1.6074 aux_loss:0.0028 train_time:10124347ms step_avg:722.45ms
step:14025/40500 train_loss:1.6541 aux_loss:0.0026 train_time:10125069ms step_avg:722.45ms
step:14026/40500 train_loss:1.6137 aux_loss:0.0030 train_time:10125790ms step_avg:722.45ms
step:14027/40500 train_loss:1.5924 aux_loss:0.0029 train_time:10126511ms step_avg:722.44ms
step:14028/40500 train_loss:1.7005 aux_loss:0.0028 train_time:10127233ms step_avg:722.44ms
step:14029/40500 train_loss:1.6849 aux_loss:0.0029 train_time:10127957ms step_avg:722.45ms
step:14030/40500 train_loss:1.6782 aux_loss:0.0029 train_time:10128681ms step_avg:722.45ms
step:14031/40500 train_loss:1.6097 aux_loss:0.0029 train_time:10129406ms step_avg:722.45ms
step:14032/40500 train_loss:1.6614 aux_loss:0.0028 train_time:10130129ms step_avg:722.45ms
step:14033/40500 train_loss:1.6432 aux_loss:0.0029 train_time:10130848ms step_avg:722.45ms
step:14034/40500 train_loss:1.6386 aux_loss:0.0029 train_time:10131570ms step_avg:722.45ms
step:14035/40500 train_loss:1.6380 aux_loss:0.0030 train_time:10132293ms step_avg:722.45ms
step:14036/40500 train_loss:1.6220 aux_loss:0.0029 train_time:10133016ms step_avg:722.45ms
step:14037/40500 train_loss:1.6280 aux_loss:0.0029 train_time:10133739ms step_avg:722.45ms
step:14038/40500 train_loss:1.6309 aux_loss:0.0031 train_time:10134465ms step_avg:722.45ms
step:14039/40500 train_loss:1.6970 aux_loss:0.0028 train_time:10135185ms step_avg:722.45ms
step:14040/40500 train_loss:1.6482 aux_loss:0.0026 train_time:10135905ms step_avg:722.45ms
step:14041/40500 train_loss:1.6921 aux_loss:0.0029 train_time:10136628ms step_avg:722.45ms
step:14042/40500 train_loss:1.6450 aux_loss:0.0030 train_time:10137351ms step_avg:722.45ms
step:14043/40500 train_loss:1.6064 aux_loss:0.0029 train_time:10138073ms step_avg:722.45ms
step:14044/40500 train_loss:1.6948 aux_loss:0.0028 train_time:10138798ms step_avg:722.45ms
step:14045/40500 train_loss:1.6624 aux_loss:0.0029 train_time:10139523ms step_avg:722.45ms
step:14046/40500 train_loss:1.5933 aux_loss:0.0029 train_time:10140245ms step_avg:722.45ms
step:14047/40500 train_loss:1.6206 aux_loss:0.0031 train_time:10140968ms step_avg:722.45ms
step:14048/40500 train_loss:1.6568 aux_loss:0.0029 train_time:10141692ms step_avg:722.45ms
step:14049/40500 train_loss:1.6964 aux_loss:0.0029 train_time:10142415ms step_avg:722.45ms
step:14050/40500 train_loss:1.6087 aux_loss:0.0029 train_time:10143140ms step_avg:722.45ms
step:14051/40500 train_loss:1.6171 aux_loss:0.0030 train_time:10143863ms step_avg:722.45ms
step:14052/40500 train_loss:1.6447 aux_loss:0.0029 train_time:10144587ms step_avg:722.45ms
step:14053/40500 train_loss:1.6805 aux_loss:0.0029 train_time:10145309ms step_avg:722.45ms
step:14054/40500 train_loss:1.6046 aux_loss:0.0030 train_time:10146032ms step_avg:722.45ms
step:14055/40500 train_loss:1.6385 aux_loss:0.0030 train_time:10146755ms step_avg:722.45ms
step:14056/40500 train_loss:1.6034 aux_loss:0.0029 train_time:10147479ms step_avg:722.45ms
step:14057/40500 train_loss:1.6347 aux_loss:0.0029 train_time:10148203ms step_avg:722.45ms
step:14058/40500 train_loss:1.6058 aux_loss:0.0031 train_time:10148922ms step_avg:722.45ms
step:14059/40500 train_loss:1.6403 aux_loss:0.0031 train_time:10149644ms step_avg:722.45ms
step:14060/40500 train_loss:1.6213 aux_loss:0.0032 train_time:10150366ms step_avg:722.45ms
step:14061/40500 train_loss:1.6829 aux_loss:0.0030 train_time:10151090ms step_avg:722.45ms
step:14062/40500 train_loss:1.6779 aux_loss:0.0031 train_time:10151814ms step_avg:722.45ms
step:14063/40500 train_loss:1.5798 aux_loss:0.0028 train_time:10152539ms step_avg:722.45ms
step:14064/40500 train_loss:1.5967 aux_loss:0.0027 train_time:10153261ms step_avg:722.45ms
step:14065/40500 train_loss:1.6438 aux_loss:0.0031 train_time:10153984ms step_avg:722.45ms
step:14066/40500 train_loss:1.6514 aux_loss:0.0028 train_time:10154706ms step_avg:722.45ms
step:14067/40500 train_loss:1.6196 aux_loss:0.0029 train_time:10155429ms step_avg:722.45ms
step:14068/40500 train_loss:1.6347 aux_loss:0.0030 train_time:10156154ms step_avg:722.45ms
step:14069/40500 train_loss:1.5620 aux_loss:0.0028 train_time:10156879ms step_avg:722.45ms
step:14070/40500 train_loss:1.6603 aux_loss:0.0028 train_time:10157599ms step_avg:722.45ms
step:14071/40500 train_loss:1.6257 aux_loss:0.0027 train_time:10158321ms step_avg:722.45ms
step:14072/40500 train_loss:1.6467 aux_loss:0.0028 train_time:10159044ms step_avg:722.45ms
step:14073/40500 train_loss:1.6093 aux_loss:0.0028 train_time:10159768ms step_avg:722.45ms
step:14074/40500 train_loss:1.6456 aux_loss:0.0029 train_time:10160493ms step_avg:722.45ms
step:14075/40500 train_loss:1.6792 aux_loss:0.0031 train_time:10161218ms step_avg:722.45ms
step:14076/40500 train_loss:1.6470 aux_loss:0.0030 train_time:10161938ms step_avg:722.45ms
step:14077/40500 train_loss:1.6719 aux_loss:0.0029 train_time:10162661ms step_avg:722.45ms
step:14078/40500 train_loss:1.6781 aux_loss:0.0028 train_time:10163383ms step_avg:722.45ms
step:14079/40500 train_loss:1.5992 aux_loss:0.0030 train_time:10164107ms step_avg:722.45ms
step:14080/40500 train_loss:1.6455 aux_loss:0.0036 train_time:10164833ms step_avg:722.45ms
step:14081/40500 train_loss:1.6162 aux_loss:0.0031 train_time:10165557ms step_avg:722.45ms
step:14082/40500 train_loss:1.6273 aux_loss:0.0031 train_time:10166277ms step_avg:722.45ms
step:14083/40500 train_loss:1.7020 aux_loss:0.0029 train_time:10167000ms step_avg:722.45ms
step:14084/40500 train_loss:1.6213 aux_loss:0.0029 train_time:10167723ms step_avg:722.45ms
step:14085/40500 train_loss:1.5948 aux_loss:0.0028 train_time:10168446ms step_avg:722.45ms
step:14086/40500 train_loss:1.6352 aux_loss:0.0030 train_time:10169171ms step_avg:722.45ms
step:14087/40500 train_loss:1.6486 aux_loss:0.0030 train_time:10169896ms step_avg:722.45ms
step:14088/40500 train_loss:1.6873 aux_loss:0.0029 train_time:10170616ms step_avg:722.45ms
step:14089/40500 train_loss:1.6527 aux_loss:0.0029 train_time:10171337ms step_avg:722.45ms
step:14090/40500 train_loss:1.6148 aux_loss:0.0029 train_time:10172060ms step_avg:722.45ms
step:14091/40500 train_loss:1.6498 aux_loss:0.0029 train_time:10172783ms step_avg:722.45ms
step:14092/40500 train_loss:1.6691 aux_loss:0.0029 train_time:10173506ms step_avg:722.45ms
step:14093/40500 train_loss:1.6625 aux_loss:0.0029 train_time:10174230ms step_avg:722.45ms
step:14094/40500 train_loss:1.6502 aux_loss:0.0031 train_time:10174952ms step_avg:722.45ms
step:14095/40500 train_loss:1.7361 aux_loss:0.0031 train_time:10175675ms step_avg:722.45ms
step:14096/40500 train_loss:1.6932 aux_loss:0.0029 train_time:10176397ms step_avg:722.45ms
step:14097/40500 train_loss:1.6636 aux_loss:0.0028 train_time:10177122ms step_avg:722.45ms
step:14098/40500 train_loss:1.6857 aux_loss:0.0027 train_time:10177844ms step_avg:722.45ms
step:14099/40500 train_loss:1.6332 aux_loss:0.0028 train_time:10178568ms step_avg:722.45ms
step:14100/40500 train_loss:1.6479 aux_loss:0.0029 train_time:10179292ms step_avg:722.45ms
step:14101/40500 train_loss:1.6691 aux_loss:0.0029 train_time:10180011ms step_avg:722.45ms
step:14102/40500 train_loss:1.6963 aux_loss:0.0029 train_time:10180732ms step_avg:722.45ms
step:14103/40500 train_loss:1.6179 aux_loss:0.0027 train_time:10181454ms step_avg:722.45ms
step:14104/40500 train_loss:1.6539 aux_loss:0.0028 train_time:10182175ms step_avg:722.45ms
step:14105/40500 train_loss:1.6055 aux_loss:0.0027 train_time:10182896ms step_avg:722.45ms
step:14106/40500 train_loss:1.6242 aux_loss:0.0027 train_time:10183618ms step_avg:722.45ms
step:14107/40500 train_loss:1.5742 aux_loss:0.0027 train_time:10184343ms step_avg:722.45ms
step:14108/40500 train_loss:1.6171 aux_loss:0.0029 train_time:10185067ms step_avg:722.45ms
step:14109/40500 train_loss:1.5911 aux_loss:0.0030 train_time:10185792ms step_avg:722.45ms
step:14110/40500 train_loss:1.6510 aux_loss:0.0028 train_time:10186513ms step_avg:722.45ms
step:14111/40500 train_loss:1.6075 aux_loss:0.0028 train_time:10187235ms step_avg:722.45ms
step:14112/40500 train_loss:1.6982 aux_loss:0.0028 train_time:10187959ms step_avg:722.45ms
step:14113/40500 train_loss:1.6920 aux_loss:0.0028 train_time:10188685ms step_avg:722.45ms
step:14114/40500 train_loss:1.6133 aux_loss:0.0030 train_time:10189410ms step_avg:722.45ms
step:14115/40500 train_loss:1.6522 aux_loss:0.0028 train_time:10190130ms step_avg:722.45ms
step:14116/40500 train_loss:1.6391 aux_loss:0.0028 train_time:10190850ms step_avg:722.45ms
step:14117/40500 train_loss:1.6698 aux_loss:0.0029 train_time:10191571ms step_avg:722.45ms
step:14118/40500 train_loss:1.6515 aux_loss:0.0029 train_time:10192293ms step_avg:722.45ms
step:14119/40500 train_loss:1.6199 aux_loss:0.0028 train_time:10193015ms step_avg:722.45ms
step:14120/40500 train_loss:1.6597 aux_loss:0.0030 train_time:10193738ms step_avg:722.45ms
step:14121/40500 train_loss:1.6150 aux_loss:0.0028 train_time:10194464ms step_avg:722.45ms
step:14122/40500 train_loss:1.6375 aux_loss:0.0028 train_time:10195187ms step_avg:722.45ms
step:14123/40500 train_loss:1.6479 aux_loss:0.0029 train_time:10195909ms step_avg:722.45ms
step:14124/40500 train_loss:1.6512 aux_loss:0.0029 train_time:10196632ms step_avg:722.45ms
step:14125/40500 train_loss:1.7019 aux_loss:0.0032 train_time:10197352ms step_avg:722.45ms
step:14126/40500 train_loss:1.6694 aux_loss:0.0028 train_time:10198075ms step_avg:722.45ms
step:14127/40500 train_loss:1.6008 aux_loss:0.0034 train_time:10198799ms step_avg:722.45ms
step:14128/40500 train_loss:1.6036 aux_loss:0.0029 train_time:10199524ms step_avg:722.45ms
step:14129/40500 train_loss:1.6833 aux_loss:0.0030 train_time:10200248ms step_avg:722.45ms
step:14130/40500 train_loss:1.6450 aux_loss:0.0029 train_time:10200971ms step_avg:722.45ms
step:14131/40500 train_loss:1.6416 aux_loss:0.0028 train_time:10201694ms step_avg:722.45ms
step:14132/40500 train_loss:1.6632 aux_loss:0.0031 train_time:10202417ms step_avg:722.45ms
step:14133/40500 train_loss:1.6610 aux_loss:0.0030 train_time:10203143ms step_avg:722.45ms
step:14134/40500 train_loss:1.5968 aux_loss:0.0030 train_time:10203866ms step_avg:722.45ms
step:14135/40500 train_loss:1.6121 aux_loss:0.0031 train_time:10204587ms step_avg:722.45ms
step:14136/40500 train_loss:1.7013 aux_loss:0.0030 train_time:10205310ms step_avg:722.45ms
step:14137/40500 train_loss:1.6795 aux_loss:0.0030 train_time:10206035ms step_avg:722.45ms
step:14138/40500 train_loss:1.7103 aux_loss:0.0031 train_time:10206758ms step_avg:722.45ms
step:14139/40500 train_loss:1.5966 aux_loss:0.0029 train_time:10207482ms step_avg:722.45ms
step:14140/40500 train_loss:1.6593 aux_loss:0.0031 train_time:10208205ms step_avg:722.45ms
step:14141/40500 train_loss:1.6064 aux_loss:0.0033 train_time:10208926ms step_avg:722.45ms
step:14142/40500 train_loss:1.6349 aux_loss:0.0028 train_time:10209646ms step_avg:722.45ms
step:14143/40500 train_loss:1.5948 aux_loss:0.0029 train_time:10210368ms step_avg:722.45ms
step:14144/40500 train_loss:1.6488 aux_loss:0.0029 train_time:10211091ms step_avg:722.45ms
step:14145/40500 train_loss:1.6108 aux_loss:0.0028 train_time:10211816ms step_avg:722.45ms
step:14146/40500 train_loss:1.6098 aux_loss:0.0027 train_time:10212541ms step_avg:722.45ms
step:14147/40500 train_loss:1.6512 aux_loss:0.0028 train_time:10213264ms step_avg:722.45ms
step:14148/40500 train_loss:1.6588 aux_loss:0.0035 train_time:10213987ms step_avg:722.45ms
step:14149/40500 train_loss:1.6658 aux_loss:0.0030 train_time:10214712ms step_avg:722.45ms
step:14150/40500 train_loss:1.6115 aux_loss:0.0028 train_time:10215435ms step_avg:722.45ms
step:14151/40500 train_loss:1.6671 aux_loss:0.0030 train_time:10216160ms step_avg:722.45ms
step:14152/40500 train_loss:1.6413 aux_loss:0.0030 train_time:10216884ms step_avg:722.45ms
step:14153/40500 train_loss:1.6567 aux_loss:0.0029 train_time:10217606ms step_avg:722.45ms
step:14154/40500 train_loss:1.6613 aux_loss:0.0027 train_time:10218329ms step_avg:722.45ms
step:14155/40500 train_loss:1.6072 aux_loss:0.0030 train_time:10219051ms step_avg:722.45ms
step:14156/40500 train_loss:1.6050 aux_loss:0.0027 train_time:10219775ms step_avg:722.45ms
step:14157/40500 train_loss:1.6433 aux_loss:0.0031 train_time:10220499ms step_avg:722.45ms
step:14158/40500 train_loss:1.6414 aux_loss:0.0036 train_time:10221222ms step_avg:722.45ms
step:14159/40500 train_loss:1.6528 aux_loss:0.0029 train_time:10221943ms step_avg:722.45ms
step:14160/40500 train_loss:1.6979 aux_loss:0.0029 train_time:10222666ms step_avg:722.45ms
step:14161/40500 train_loss:1.6416 aux_loss:0.0030 train_time:10223391ms step_avg:722.45ms
step:14162/40500 train_loss:1.6507 aux_loss:0.0030 train_time:10224113ms step_avg:722.45ms
step:14163/40500 train_loss:1.6049 aux_loss:0.0029 train_time:10224835ms step_avg:722.45ms
step:14164/40500 train_loss:1.6588 aux_loss:0.0029 train_time:10225563ms step_avg:722.45ms
step:14165/40500 train_loss:1.6308 aux_loss:0.0034 train_time:10226285ms step_avg:722.45ms
step:14166/40500 train_loss:1.6814 aux_loss:0.0035 train_time:10227008ms step_avg:722.45ms
step:14167/40500 train_loss:1.6243 aux_loss:0.0029 train_time:10227733ms step_avg:722.45ms
step:14168/40500 train_loss:1.6867 aux_loss:0.0032 train_time:10228461ms step_avg:722.45ms
step:14169/40500 train_loss:1.5867 aux_loss:0.0029 train_time:10229182ms step_avg:722.45ms
step:14170/40500 train_loss:1.6494 aux_loss:0.0028 train_time:10229900ms step_avg:722.45ms
step:14171/40500 train_loss:1.6713 aux_loss:0.0029 train_time:10230624ms step_avg:722.45ms
step:14172/40500 train_loss:1.6172 aux_loss:0.0030 train_time:10231344ms step_avg:722.45ms
step:14173/40500 train_loss:1.6134 aux_loss:0.0072 train_time:10232066ms step_avg:722.45ms
step:14174/40500 train_loss:1.5917 aux_loss:0.0030 train_time:10232790ms step_avg:722.45ms
step:14175/40500 train_loss:1.6232 aux_loss:0.0029 train_time:10233515ms step_avg:722.45ms
step:14176/40500 train_loss:1.5157 aux_loss:0.0028 train_time:10234238ms step_avg:722.45ms
step:14177/40500 train_loss:1.6909 aux_loss:0.0033 train_time:10234959ms step_avg:722.45ms
step:14178/40500 train_loss:1.5892 aux_loss:0.0031 train_time:10235682ms step_avg:722.45ms
step:14179/40500 train_loss:1.6668 aux_loss:0.0031 train_time:10236407ms step_avg:722.45ms
step:14180/40500 train_loss:1.6486 aux_loss:0.0030 train_time:10237131ms step_avg:722.45ms
step:14181/40500 train_loss:1.6520 aux_loss:0.0030 train_time:10237857ms step_avg:722.45ms
step:14182/40500 train_loss:1.6332 aux_loss:0.0032 train_time:10238577ms step_avg:722.45ms
step:14183/40500 train_loss:1.6262 aux_loss:0.0029 train_time:10239299ms step_avg:722.45ms
step:14184/40500 train_loss:1.5904 aux_loss:0.0030 train_time:10240023ms step_avg:722.45ms
step:14185/40500 train_loss:1.6730 aux_loss:0.0031 train_time:10240746ms step_avg:722.45ms
step:14186/40500 train_loss:1.6405 aux_loss:0.0028 train_time:10241469ms step_avg:722.45ms
step:14187/40500 train_loss:1.6794 aux_loss:0.0029 train_time:10242194ms step_avg:722.45ms
step:14188/40500 train_loss:1.7095 aux_loss:0.0032 train_time:10242911ms step_avg:722.45ms
step:14189/40500 train_loss:1.6514 aux_loss:0.0031 train_time:10243637ms step_avg:722.45ms
step:14190/40500 train_loss:1.6602 aux_loss:0.0028 train_time:10244357ms step_avg:722.45ms
step:14191/40500 train_loss:1.7074 aux_loss:0.0028 train_time:10245078ms step_avg:722.45ms
step:14192/40500 train_loss:1.6806 aux_loss:0.0029 train_time:10245806ms step_avg:722.45ms
step:14193/40500 train_loss:1.6866 aux_loss:0.0031 train_time:10246532ms step_avg:722.45ms
step:14194/40500 train_loss:1.6350 aux_loss:0.0029 train_time:10247255ms step_avg:722.45ms
step:14195/40500 train_loss:1.6426 aux_loss:0.0032 train_time:10247978ms step_avg:722.45ms
step:14196/40500 train_loss:1.6187 aux_loss:0.0031 train_time:10248702ms step_avg:722.45ms
step:14197/40500 train_loss:1.6349 aux_loss:0.0029 train_time:10249427ms step_avg:722.45ms
step:14198/40500 train_loss:1.6279 aux_loss:0.0029 train_time:10250151ms step_avg:722.45ms
step:14199/40500 train_loss:1.6204 aux_loss:0.0030 train_time:10250874ms step_avg:722.45ms
step:14200/40500 train_loss:1.6143 aux_loss:0.0029 train_time:10251598ms step_avg:722.45ms
step:14201/40500 train_loss:1.6702 aux_loss:0.0029 train_time:10252323ms step_avg:722.45ms
step:14202/40500 train_loss:1.6405 aux_loss:0.0030 train_time:10253044ms step_avg:722.45ms
step:14203/40500 train_loss:1.6128 aux_loss:0.0032 train_time:10253766ms step_avg:722.45ms
step:14204/40500 train_loss:1.6157 aux_loss:0.0033 train_time:10254492ms step_avg:722.45ms
step:14205/40500 train_loss:1.6226 aux_loss:0.0029 train_time:10255214ms step_avg:722.45ms
step:14206/40500 train_loss:1.5867 aux_loss:0.0028 train_time:10255937ms step_avg:722.45ms
step:14207/40500 train_loss:1.6626 aux_loss:0.0028 train_time:10256663ms step_avg:722.45ms
step:14208/40500 train_loss:1.5761 aux_loss:0.0030 train_time:10257386ms step_avg:722.45ms
step:14209/40500 train_loss:1.6125 aux_loss:0.0031 train_time:10258110ms step_avg:722.45ms
step:14210/40500 train_loss:1.6890 aux_loss:0.0029 train_time:10258832ms step_avg:722.45ms
step:14211/40500 train_loss:1.5926 aux_loss:0.0028 train_time:10259556ms step_avg:722.45ms
step:14212/40500 train_loss:1.6713 aux_loss:0.0031 train_time:10260280ms step_avg:722.45ms
step:14213/40500 train_loss:1.6325 aux_loss:0.0030 train_time:10261005ms step_avg:722.45ms
step:14214/40500 train_loss:1.6656 aux_loss:0.0029 train_time:10261730ms step_avg:722.45ms
step:14215/40500 train_loss:1.6613 aux_loss:0.0029 train_time:10262453ms step_avg:722.45ms
step:14216/40500 train_loss:1.6509 aux_loss:0.0028 train_time:10263174ms step_avg:722.45ms
step:14217/40500 train_loss:1.6843 aux_loss:0.0026 train_time:10263899ms step_avg:722.45ms
step:14218/40500 train_loss:1.5945 aux_loss:0.0028 train_time:10264624ms step_avg:722.45ms
step:14219/40500 train_loss:1.6429 aux_loss:0.0031 train_time:10265348ms step_avg:722.45ms
step:14220/40500 train_loss:1.6409 aux_loss:0.0030 train_time:10266068ms step_avg:722.45ms
step:14221/40500 train_loss:1.6578 aux_loss:0.0034 train_time:10266790ms step_avg:722.45ms
step:14222/40500 train_loss:1.6296 aux_loss:0.0028 train_time:10267513ms step_avg:722.45ms
step:14223/40500 train_loss:1.6192 aux_loss:0.0029 train_time:10268238ms step_avg:722.45ms
step:14224/40500 train_loss:1.6809 aux_loss:0.0031 train_time:10268965ms step_avg:722.45ms
step:14225/40500 train_loss:1.6155 aux_loss:0.0029 train_time:10269689ms step_avg:722.45ms
step:14226/40500 train_loss:1.6424 aux_loss:0.0029 train_time:10270408ms step_avg:722.45ms
step:14227/40500 train_loss:1.6300 aux_loss:0.0030 train_time:10271131ms step_avg:722.45ms
step:14228/40500 train_loss:1.6262 aux_loss:0.0031 train_time:10271855ms step_avg:722.45ms
step:14229/40500 train_loss:1.5882 aux_loss:0.0029 train_time:10272579ms step_avg:722.45ms
step:14230/40500 train_loss:1.6131 aux_loss:0.0029 train_time:10273304ms step_avg:722.45ms
step:14231/40500 train_loss:1.6495 aux_loss:0.0029 train_time:10274026ms step_avg:722.45ms
step:14232/40500 train_loss:1.6913 aux_loss:0.0030 train_time:10274749ms step_avg:722.45ms
step:14233/40500 train_loss:1.5852 aux_loss:0.0028 train_time:10275473ms step_avg:722.45ms
step:14234/40500 train_loss:1.6150 aux_loss:0.0029 train_time:10276196ms step_avg:722.45ms
step:14235/40500 train_loss:1.6041 aux_loss:0.0028 train_time:10276920ms step_avg:722.45ms
step:14236/40500 train_loss:1.5832 aux_loss:0.0028 train_time:10277644ms step_avg:722.45ms
step:14237/40500 train_loss:1.6483 aux_loss:0.0030 train_time:10278365ms step_avg:722.45ms
step:14238/40500 train_loss:1.6574 aux_loss:0.0027 train_time:10279086ms step_avg:722.45ms
step:14239/40500 train_loss:1.6971 aux_loss:0.0028 train_time:10279809ms step_avg:722.45ms
step:14240/40500 train_loss:1.5788 aux_loss:0.0032 train_time:10280533ms step_avg:722.45ms
step:14241/40500 train_loss:1.6039 aux_loss:0.0028 train_time:10281256ms step_avg:722.45ms
step:14242/40500 train_loss:1.6859 aux_loss:0.0030 train_time:10281983ms step_avg:722.46ms
step:14243/40500 train_loss:1.6902 aux_loss:0.0030 train_time:10282706ms step_avg:722.46ms
step:14244/40500 train_loss:1.6596 aux_loss:0.0029 train_time:10283425ms step_avg:722.46ms
step:14245/40500 train_loss:1.7015 aux_loss:0.0028 train_time:10284147ms step_avg:722.46ms
step:14246/40500 train_loss:1.6709 aux_loss:0.0030 train_time:10284872ms step_avg:722.46ms
step:14247/40500 train_loss:1.6263 aux_loss:0.0031 train_time:10285596ms step_avg:722.46ms
step:14248/40500 train_loss:1.5818 aux_loss:0.0031 train_time:10286321ms step_avg:722.46ms
step:14249/40500 train_loss:1.6272 aux_loss:0.0031 train_time:10287044ms step_avg:722.46ms
step:14250/40500 train_loss:1.6159 aux_loss:0.0029 train_time:10287766ms step_avg:722.46ms
step:14251/40500 train_loss:1.6654 aux_loss:0.0028 train_time:10288489ms step_avg:722.46ms
step:14252/40500 train_loss:1.7042 aux_loss:0.0029 train_time:10289212ms step_avg:722.46ms
step:14253/40500 train_loss:1.6082 aux_loss:0.0031 train_time:10289936ms step_avg:722.46ms
step:14254/40500 train_loss:1.6437 aux_loss:0.0029 train_time:10290660ms step_avg:722.46ms
step:14255/40500 train_loss:1.6338 aux_loss:0.0030 train_time:10291381ms step_avg:722.46ms
step:14256/40500 train_loss:1.6544 aux_loss:0.0030 train_time:10292102ms step_avg:722.46ms
step:14257/40500 train_loss:1.6137 aux_loss:0.0028 train_time:10292825ms step_avg:722.46ms
step:14258/40500 train_loss:1.6250 aux_loss:0.0032 train_time:10293549ms step_avg:722.46ms
step:14259/40500 train_loss:1.6774 aux_loss:0.0029 train_time:10294274ms step_avg:722.46ms
step:14260/40500 train_loss:1.6620 aux_loss:0.0031 train_time:10295001ms step_avg:722.46ms
step:14261/40500 train_loss:1.6575 aux_loss:0.0028 train_time:10295722ms step_avg:722.46ms
step:14262/40500 train_loss:1.6973 aux_loss:0.0027 train_time:10296441ms step_avg:722.46ms
step:14263/40500 train_loss:1.6481 aux_loss:0.0027 train_time:10297164ms step_avg:722.46ms
step:14264/40500 train_loss:1.6489 aux_loss:0.0028 train_time:10297887ms step_avg:722.46ms
step:14265/40500 train_loss:1.6992 aux_loss:0.0029 train_time:10298611ms step_avg:722.46ms
step:14266/40500 train_loss:1.7019 aux_loss:0.0029 train_time:10299338ms step_avg:722.46ms
step:14267/40500 train_loss:1.6032 aux_loss:0.0028 train_time:10300062ms step_avg:722.46ms
step:14268/40500 train_loss:1.6311 aux_loss:0.0028 train_time:10300785ms step_avg:722.46ms
step:14269/40500 train_loss:1.6587 aux_loss:0.0029 train_time:10301508ms step_avg:722.46ms
step:14270/40500 train_loss:1.6559 aux_loss:0.0029 train_time:10302232ms step_avg:722.46ms
step:14271/40500 train_loss:1.6423 aux_loss:0.0029 train_time:10302959ms step_avg:722.46ms
step:14272/40500 train_loss:1.6937 aux_loss:0.0030 train_time:10303680ms step_avg:722.46ms
step:14273/40500 train_loss:1.6911 aux_loss:0.0032 train_time:10304402ms step_avg:722.46ms
step:14274/40500 train_loss:1.6581 aux_loss:0.0029 train_time:10305125ms step_avg:722.46ms
step:14275/40500 train_loss:1.6179 aux_loss:0.0029 train_time:10305850ms step_avg:722.46ms
step:14276/40500 train_loss:1.5870 aux_loss:0.0032 train_time:10306574ms step_avg:722.46ms
step:14277/40500 train_loss:1.5812 aux_loss:0.0030 train_time:10307298ms step_avg:722.46ms
step:14278/40500 train_loss:1.6385 aux_loss:0.0030 train_time:10308020ms step_avg:722.46ms
step:14279/40500 train_loss:1.6235 aux_loss:0.0027 train_time:10308743ms step_avg:722.46ms
step:14280/40500 train_loss:1.6475 aux_loss:0.0028 train_time:10309466ms step_avg:722.46ms
step:14281/40500 train_loss:1.6342 aux_loss:0.0029 train_time:10310191ms step_avg:722.46ms
step:14282/40500 train_loss:1.6258 aux_loss:0.0037 train_time:10310916ms step_avg:722.46ms
step:14283/40500 train_loss:1.6008 aux_loss:0.0028 train_time:10311640ms step_avg:722.46ms
step:14284/40500 train_loss:1.6509 aux_loss:0.0027 train_time:10312363ms step_avg:722.46ms
step:14285/40500 train_loss:1.5988 aux_loss:0.0028 train_time:10313088ms step_avg:722.46ms
step:14286/40500 train_loss:1.6131 aux_loss:0.0027 train_time:10313814ms step_avg:722.46ms
step:14287/40500 train_loss:1.6329 aux_loss:0.0028 train_time:10314537ms step_avg:722.46ms
step:14288/40500 train_loss:1.6387 aux_loss:0.0028 train_time:10315259ms step_avg:722.46ms
step:14289/40500 train_loss:1.6194 aux_loss:0.0029 train_time:10315983ms step_avg:722.46ms
step:14290/40500 train_loss:1.6672 aux_loss:0.0028 train_time:10316710ms step_avg:722.46ms
step:14291/40500 train_loss:1.7064 aux_loss:0.0028 train_time:10317435ms step_avg:722.46ms
step:14292/40500 train_loss:1.6471 aux_loss:0.0028 train_time:10318158ms step_avg:722.46ms
step:14293/40500 train_loss:1.6424 aux_loss:0.0027 train_time:10318883ms step_avg:722.46ms
step:14294/40500 train_loss:1.6233 aux_loss:0.0029 train_time:10319607ms step_avg:722.46ms
step:14295/40500 train_loss:1.6025 aux_loss:0.0029 train_time:10320331ms step_avg:722.46ms
step:14296/40500 train_loss:1.6404 aux_loss:0.0028 train_time:10321052ms step_avg:722.46ms
step:14297/40500 train_loss:1.6449 aux_loss:0.0027 train_time:10321773ms step_avg:722.46ms
step:14298/40500 train_loss:1.6759 aux_loss:0.0030 train_time:10322497ms step_avg:722.46ms
step:14299/40500 train_loss:1.6430 aux_loss:0.0031 train_time:10323221ms step_avg:722.46ms
step:14300/40500 train_loss:1.5658 aux_loss:0.0028 train_time:10323943ms step_avg:722.46ms
step:14301/40500 train_loss:1.5964 aux_loss:0.0029 train_time:10324668ms step_avg:722.46ms
step:14302/40500 train_loss:1.6090 aux_loss:0.0030 train_time:10325394ms step_avg:722.46ms
step:14303/40500 train_loss:1.6989 aux_loss:0.0029 train_time:10326115ms step_avg:722.46ms
step:14304/40500 train_loss:1.6377 aux_loss:0.0029 train_time:10326838ms step_avg:722.46ms
step:14305/40500 train_loss:1.6026 aux_loss:0.0028 train_time:10327563ms step_avg:722.46ms
step:14306/40500 train_loss:1.6212 aux_loss:0.0027 train_time:10328286ms step_avg:722.46ms
step:14307/40500 train_loss:1.6002 aux_loss:0.0029 train_time:10329010ms step_avg:722.46ms
step:14308/40500 train_loss:1.6234 aux_loss:0.0031 train_time:10329730ms step_avg:722.46ms
step:14309/40500 train_loss:1.6707 aux_loss:0.0030 train_time:10330451ms step_avg:722.46ms
step:14310/40500 train_loss:1.6373 aux_loss:0.0029 train_time:10331174ms step_avg:722.46ms
step:14311/40500 train_loss:1.6708 aux_loss:0.0030 train_time:10331898ms step_avg:722.46ms
step:14312/40500 train_loss:1.6501 aux_loss:0.0028 train_time:10332621ms step_avg:722.46ms
step:14313/40500 train_loss:1.6321 aux_loss:0.0029 train_time:10333347ms step_avg:722.46ms
step:14314/40500 train_loss:1.6110 aux_loss:0.0028 train_time:10334071ms step_avg:722.46ms
step:14315/40500 train_loss:1.5998 aux_loss:0.0028 train_time:10334790ms step_avg:722.46ms
step:14316/40500 train_loss:1.6297 aux_loss:0.0028 train_time:10335512ms step_avg:722.46ms
step:14317/40500 train_loss:1.6904 aux_loss:0.0027 train_time:10336237ms step_avg:722.46ms
step:14318/40500 train_loss:1.6225 aux_loss:0.0027 train_time:10336961ms step_avg:722.46ms
step:14319/40500 train_loss:1.6039 aux_loss:0.0027 train_time:10337689ms step_avg:722.46ms
step:14320/40500 train_loss:1.6805 aux_loss:0.0030 train_time:10338412ms step_avg:722.46ms
step:14321/40500 train_loss:1.6549 aux_loss:0.0027 train_time:10339135ms step_avg:722.46ms
step:14322/40500 train_loss:1.6501 aux_loss:0.0029 train_time:10339858ms step_avg:722.46ms
step:14323/40500 train_loss:1.6621 aux_loss:0.0032 train_time:10340586ms step_avg:722.46ms
step:14324/40500 train_loss:1.6401 aux_loss:0.0029 train_time:10341309ms step_avg:722.46ms
step:14325/40500 train_loss:1.6101 aux_loss:0.0030 train_time:10342032ms step_avg:722.46ms
step:14326/40500 train_loss:1.6154 aux_loss:0.0030 train_time:10342756ms step_avg:722.46ms
step:14327/40500 train_loss:1.6170 aux_loss:0.0028 train_time:10343480ms step_avg:722.46ms
step:14328/40500 train_loss:1.6683 aux_loss:0.0029 train_time:10344207ms step_avg:722.46ms
step:14329/40500 train_loss:1.6076 aux_loss:0.0027 train_time:10344929ms step_avg:722.46ms
step:14330/40500 train_loss:1.5977 aux_loss:0.0029 train_time:10345652ms step_avg:722.46ms
step:14331/40500 train_loss:1.6897 aux_loss:0.0029 train_time:10346377ms step_avg:722.46ms
step:14332/40500 train_loss:1.6036 aux_loss:0.0028 train_time:10347105ms step_avg:722.46ms
step:14333/40500 train_loss:1.6342 aux_loss:0.0028 train_time:10347827ms step_avg:722.46ms
step:14334/40500 train_loss:1.6597 aux_loss:0.0030 train_time:10348550ms step_avg:722.46ms
step:14335/40500 train_loss:1.6017 aux_loss:0.0030 train_time:10349275ms step_avg:722.46ms
step:14336/40500 train_loss:1.5769 aux_loss:0.0030 train_time:10349999ms step_avg:722.46ms
step:14337/40500 train_loss:1.6568 aux_loss:0.0030 train_time:10350725ms step_avg:722.46ms
step:14338/40500 train_loss:1.6282 aux_loss:0.0035 train_time:10351447ms step_avg:722.46ms
step:14339/40500 train_loss:1.6198 aux_loss:0.0030 train_time:10352171ms step_avg:722.46ms
step:14340/40500 train_loss:1.6321 aux_loss:0.0029 train_time:10352895ms step_avg:722.46ms
step:14341/40500 train_loss:1.6300 aux_loss:0.0029 train_time:10353621ms step_avg:722.46ms
step:14342/40500 train_loss:1.6308 aux_loss:0.0031 train_time:10354344ms step_avg:722.46ms
step:14343/40500 train_loss:1.6657 aux_loss:0.0029 train_time:10355067ms step_avg:722.46ms
step:14344/40500 train_loss:1.6755 aux_loss:0.0030 train_time:10355791ms step_avg:722.46ms
step:14345/40500 train_loss:1.6294 aux_loss:0.0034 train_time:10356514ms step_avg:722.46ms
step:14346/40500 train_loss:1.6741 aux_loss:0.0028 train_time:10357240ms step_avg:722.46ms
step:14347/40500 train_loss:1.6153 aux_loss:0.0028 train_time:10357965ms step_avg:722.46ms
step:14348/40500 train_loss:1.6512 aux_loss:0.0028 train_time:10358685ms step_avg:722.46ms
step:14349/40500 train_loss:1.5954 aux_loss:0.0029 train_time:10359404ms step_avg:722.46ms
step:14350/40500 train_loss:1.6050 aux_loss:0.0028 train_time:10360127ms step_avg:722.46ms
step:14351/40500 train_loss:1.6408 aux_loss:0.0030 train_time:10360849ms step_avg:722.46ms
step:14352/40500 train_loss:1.6257 aux_loss:0.0029 train_time:10361574ms step_avg:722.46ms
step:14353/40500 train_loss:1.6593 aux_loss:0.0032 train_time:10362302ms step_avg:722.46ms
step:14354/40500 train_loss:1.6123 aux_loss:0.0028 train_time:10363023ms step_avg:722.46ms
step:14355/40500 train_loss:1.7094 aux_loss:0.0029 train_time:10363744ms step_avg:722.46ms
step:14356/40500 train_loss:1.6098 aux_loss:0.0032 train_time:10364471ms step_avg:722.46ms
step:14357/40500 train_loss:1.6249 aux_loss:0.0030 train_time:10365196ms step_avg:722.46ms
step:14358/40500 train_loss:1.6727 aux_loss:0.0030 train_time:10365920ms step_avg:722.46ms
step:14359/40500 train_loss:1.6331 aux_loss:0.0033 train_time:10366643ms step_avg:722.46ms
step:14360/40500 train_loss:1.6528 aux_loss:0.0030 train_time:10367369ms step_avg:722.46ms
step:14361/40500 train_loss:1.6135 aux_loss:0.0030 train_time:10368091ms step_avg:722.46ms
step:14362/40500 train_loss:1.6580 aux_loss:0.0029 train_time:10368816ms step_avg:722.46ms
step:14363/40500 train_loss:1.7057 aux_loss:0.0032 train_time:10369539ms step_avg:722.46ms
step:14364/40500 train_loss:1.6611 aux_loss:0.0032 train_time:10370262ms step_avg:722.46ms
step:14365/40500 train_loss:1.6252 aux_loss:0.0030 train_time:10370981ms step_avg:722.46ms
step:14366/40500 train_loss:1.5876 aux_loss:0.0027 train_time:10371704ms step_avg:722.46ms
step:14367/40500 train_loss:1.6714 aux_loss:0.0029 train_time:10372424ms step_avg:722.46ms
step:14368/40500 train_loss:1.6958 aux_loss:0.0032 train_time:10373148ms step_avg:722.46ms
step:14369/40500 train_loss:1.6202 aux_loss:0.0037 train_time:10373873ms step_avg:722.46ms
step:14370/40500 train_loss:1.5556 aux_loss:0.0027 train_time:10374599ms step_avg:722.47ms
step:14371/40500 train_loss:1.6694 aux_loss:0.0027 train_time:10375320ms step_avg:722.46ms
step:14372/40500 train_loss:1.6343 aux_loss:0.0027 train_time:10376041ms step_avg:722.46ms
step:14373/40500 train_loss:1.6712 aux_loss:0.0028 train_time:10376766ms step_avg:722.47ms
step:14374/40500 train_loss:1.6413 aux_loss:0.0030 train_time:10377491ms step_avg:722.47ms
step:14375/40500 train_loss:1.7079 aux_loss:0.0029 train_time:10378215ms step_avg:722.47ms
step:14376/40500 train_loss:1.6660 aux_loss:0.0029 train_time:10378938ms step_avg:722.47ms
step:14377/40500 train_loss:1.6163 aux_loss:0.0030 train_time:10379659ms step_avg:722.47ms
step:14378/40500 train_loss:1.6241 aux_loss:0.0029 train_time:10380383ms step_avg:722.47ms
step:14379/40500 train_loss:1.6401 aux_loss:0.0029 train_time:10381106ms step_avg:722.47ms
step:14380/40500 train_loss:1.6057 aux_loss:0.0027 train_time:10381826ms step_avg:722.47ms
step:14381/40500 train_loss:1.6194 aux_loss:0.0031 train_time:10382551ms step_avg:722.47ms
step:14382/40500 train_loss:1.6236 aux_loss:0.0030 train_time:10383276ms step_avg:722.47ms
step:14383/40500 train_loss:1.6385 aux_loss:0.0030 train_time:10383998ms step_avg:722.47ms
step:14384/40500 train_loss:1.6171 aux_loss:0.0030 train_time:10384720ms step_avg:722.47ms
step:14385/40500 train_loss:1.6060 aux_loss:0.0027 train_time:10385446ms step_avg:722.47ms
step:14386/40500 train_loss:1.6789 aux_loss:0.0027 train_time:10386168ms step_avg:722.47ms
step:14387/40500 train_loss:1.7088 aux_loss:0.0029 train_time:10386893ms step_avg:722.47ms
step:14388/40500 train_loss:1.6664 aux_loss:0.0031 train_time:10387616ms step_avg:722.47ms
step:14389/40500 train_loss:1.6482 aux_loss:0.0030 train_time:10388339ms step_avg:722.47ms
step:14390/40500 train_loss:1.6573 aux_loss:0.0028 train_time:10389063ms step_avg:722.47ms
step:14391/40500 train_loss:1.6610 aux_loss:0.0029 train_time:10389789ms step_avg:722.47ms
step:14392/40500 train_loss:1.6312 aux_loss:0.0028 train_time:10390513ms step_avg:722.47ms
step:14393/40500 train_loss:1.6394 aux_loss:0.0028 train_time:10391236ms step_avg:722.47ms
step:14394/40500 train_loss:1.6254 aux_loss:0.0030 train_time:10391961ms step_avg:722.47ms
step:14395/40500 train_loss:1.6190 aux_loss:0.0031 train_time:10392686ms step_avg:722.47ms
step:14396/40500 train_loss:1.6804 aux_loss:0.0030 train_time:10393413ms step_avg:722.47ms
step:14397/40500 train_loss:1.6281 aux_loss:0.0028 train_time:10394132ms step_avg:722.47ms
step:14398/40500 train_loss:1.6499 aux_loss:0.0029 train_time:10394854ms step_avg:722.47ms
step:14399/40500 train_loss:1.6079 aux_loss:0.0028 train_time:10395578ms step_avg:722.47ms
step:14400/40500 train_loss:1.6283 aux_loss:0.0029 train_time:10396302ms step_avg:722.47ms
step:14401/40500 train_loss:1.6654 aux_loss:0.0029 train_time:10397029ms step_avg:722.47ms
step:14402/40500 train_loss:1.6741 aux_loss:0.0027 train_time:10397752ms step_avg:722.47ms
step:14403/40500 train_loss:1.6738 aux_loss:0.0029 train_time:10398472ms step_avg:722.47ms
step:14404/40500 train_loss:1.6617 aux_loss:0.0030 train_time:10399194ms step_avg:722.47ms
step:14405/40500 train_loss:1.6327 aux_loss:0.0030 train_time:10399917ms step_avg:722.47ms
step:14406/40500 train_loss:1.6178 aux_loss:0.0029 train_time:10400642ms step_avg:722.47ms
step:14407/40500 train_loss:1.6442 aux_loss:0.0029 train_time:10401367ms step_avg:722.47ms
step:14408/40500 train_loss:1.5951 aux_loss:0.0027 train_time:10402092ms step_avg:722.47ms
step:14409/40500 train_loss:1.6649 aux_loss:0.0028 train_time:10402812ms step_avg:722.47ms
step:14410/40500 train_loss:1.6426 aux_loss:0.0030 train_time:10403534ms step_avg:722.47ms
step:14411/40500 train_loss:1.6413 aux_loss:0.0031 train_time:10404258ms step_avg:722.47ms
step:14412/40500 train_loss:1.6881 aux_loss:0.0032 train_time:10404983ms step_avg:722.47ms
step:14413/40500 train_loss:1.6096 aux_loss:0.0029 train_time:10405709ms step_avg:722.47ms
step:14414/40500 train_loss:1.6314 aux_loss:0.0032 train_time:10406430ms step_avg:722.47ms
step:14415/40500 train_loss:1.7226 aux_loss:0.0036 train_time:10407150ms step_avg:722.47ms
step:14416/40500 train_loss:1.6662 aux_loss:0.0031 train_time:10407874ms step_avg:722.47ms
step:14417/40500 train_loss:1.6673 aux_loss:0.0029 train_time:10408599ms step_avg:722.47ms
step:14418/40500 train_loss:1.6497 aux_loss:0.0030 train_time:10409323ms step_avg:722.47ms
step:14419/40500 train_loss:1.6301 aux_loss:0.0028 train_time:10410048ms step_avg:722.47ms
step:14420/40500 train_loss:1.6638 aux_loss:0.0030 train_time:10410770ms step_avg:722.47ms
step:14421/40500 train_loss:1.6206 aux_loss:0.0031 train_time:10411490ms step_avg:722.47ms
step:14422/40500 train_loss:1.6307 aux_loss:0.0027 train_time:10412214ms step_avg:722.47ms
step:14423/40500 train_loss:1.6734 aux_loss:0.0028 train_time:10412938ms step_avg:722.47ms
step:14424/40500 train_loss:1.6202 aux_loss:0.0028 train_time:10413661ms step_avg:722.47ms
step:14425/40500 train_loss:1.6647 aux_loss:0.0029 train_time:10414386ms step_avg:722.47ms
step:14426/40500 train_loss:1.5787 aux_loss:0.0027 train_time:10415110ms step_avg:722.47ms
step:14427/40500 train_loss:1.6923 aux_loss:0.0029 train_time:10415832ms step_avg:722.47ms
step:14428/40500 train_loss:1.6679 aux_loss:0.0029 train_time:10416558ms step_avg:722.47ms
step:14429/40500 train_loss:1.5987 aux_loss:0.0029 train_time:10417284ms step_avg:722.47ms
step:14430/40500 train_loss:1.6909 aux_loss:0.0029 train_time:10418007ms step_avg:722.47ms
step:14431/40500 train_loss:1.6101 aux_loss:0.0030 train_time:10418732ms step_avg:722.47ms
step:14432/40500 train_loss:1.6235 aux_loss:0.0031 train_time:10419455ms step_avg:722.47ms
step:14433/40500 train_loss:1.5960 aux_loss:0.0029 train_time:10420180ms step_avg:722.47ms
step:14434/40500 train_loss:1.6401 aux_loss:0.0028 train_time:10420905ms step_avg:722.47ms
step:14435/40500 train_loss:1.6415 aux_loss:0.0027 train_time:10421627ms step_avg:722.47ms
step:14436/40500 train_loss:1.6375 aux_loss:0.0027 train_time:10422350ms step_avg:722.47ms
step:14437/40500 train_loss:1.5996 aux_loss:0.0029 train_time:10423074ms step_avg:722.47ms
step:14438/40500 train_loss:1.6563 aux_loss:0.0030 train_time:10423797ms step_avg:722.47ms
step:14439/40500 train_loss:1.6600 aux_loss:0.0028 train_time:10424523ms step_avg:722.47ms
step:14440/40500 train_loss:1.6699 aux_loss:0.0028 train_time:10425244ms step_avg:722.47ms
step:14441/40500 train_loss:1.6363 aux_loss:0.0029 train_time:10425967ms step_avg:722.47ms
step:14442/40500 train_loss:1.6746 aux_loss:0.0029 train_time:10426691ms step_avg:722.47ms
step:14443/40500 train_loss:1.6465 aux_loss:0.0029 train_time:10427416ms step_avg:722.47ms
step:14444/40500 train_loss:1.7206 aux_loss:0.0027 train_time:10428142ms step_avg:722.47ms
step:14445/40500 train_loss:1.6332 aux_loss:0.0029 train_time:10428866ms step_avg:722.47ms
step:14446/40500 train_loss:1.5782 aux_loss:0.0034 train_time:10429591ms step_avg:722.47ms
step:14447/40500 train_loss:1.6267 aux_loss:0.0029 train_time:10430316ms step_avg:722.47ms
step:14448/40500 train_loss:1.6321 aux_loss:0.0028 train_time:10431041ms step_avg:722.47ms
step:14449/40500 train_loss:1.5876 aux_loss:0.0029 train_time:10431762ms step_avg:722.47ms
step:14450/40500 train_loss:1.6448 aux_loss:0.0029 train_time:10432482ms step_avg:722.47ms
step:14451/40500 train_loss:1.6689 aux_loss:0.0029 train_time:10433206ms step_avg:722.47ms
step:14452/40500 train_loss:1.6293 aux_loss:0.0032 train_time:10433929ms step_avg:722.47ms
step:14453/40500 train_loss:1.6509 aux_loss:0.0029 train_time:10434656ms step_avg:722.47ms
step:14454/40500 train_loss:1.6219 aux_loss:0.0027 train_time:10435382ms step_avg:722.47ms
step:14455/40500 train_loss:1.6883 aux_loss:0.0027 train_time:10436103ms step_avg:722.47ms
step:14456/40500 train_loss:1.5880 aux_loss:0.0027 train_time:10436823ms step_avg:722.47ms
step:14457/40500 train_loss:1.6505 aux_loss:0.0029 train_time:10437546ms step_avg:722.47ms
step:14458/40500 train_loss:1.6098 aux_loss:0.0030 train_time:10438270ms step_avg:722.47ms
step:14459/40500 train_loss:1.6780 aux_loss:0.0029 train_time:10438996ms step_avg:722.47ms
step:14460/40500 train_loss:1.6472 aux_loss:0.0029 train_time:10439720ms step_avg:722.47ms
step:14461/40500 train_loss:1.6419 aux_loss:0.0028 train_time:10440444ms step_avg:722.47ms
step:14462/40500 train_loss:1.6844 aux_loss:0.0029 train_time:10441164ms step_avg:722.47ms
step:14463/40500 train_loss:1.6908 aux_loss:0.0029 train_time:10441888ms step_avg:722.47ms
step:14464/40500 train_loss:1.6437 aux_loss:0.0028 train_time:10442613ms step_avg:722.47ms
step:14465/40500 train_loss:1.6003 aux_loss:0.0028 train_time:10443339ms step_avg:722.47ms
step:14466/40500 train_loss:1.5966 aux_loss:0.0029 train_time:10444059ms step_avg:722.47ms
step:14467/40500 train_loss:1.5747 aux_loss:0.0028 train_time:10444780ms step_avg:722.47ms
step:14468/40500 train_loss:1.6011 aux_loss:0.0029 train_time:10445503ms step_avg:722.47ms
step:14469/40500 train_loss:1.6072 aux_loss:0.0028 train_time:10446226ms step_avg:722.47ms
step:14470/40500 train_loss:1.6424 aux_loss:0.0028 train_time:10446951ms step_avg:722.47ms
step:14471/40500 train_loss:1.6405 aux_loss:0.0031 train_time:10447677ms step_avg:722.47ms
step:14472/40500 train_loss:1.6120 aux_loss:0.0029 train_time:10448400ms step_avg:722.47ms
step:14473/40500 train_loss:1.6409 aux_loss:0.0035 train_time:10449123ms step_avg:722.47ms
step:14474/40500 train_loss:1.6340 aux_loss:0.0043 train_time:10449847ms step_avg:722.47ms
step:14475/40500 train_loss:1.6664 aux_loss:0.0029 train_time:10450572ms step_avg:722.47ms
step:14476/40500 train_loss:1.6420 aux_loss:0.0029 train_time:10451295ms step_avg:722.47ms
step:14477/40500 train_loss:1.6331 aux_loss:0.0033 train_time:10452017ms step_avg:722.47ms
step:14478/40500 train_loss:1.6428 aux_loss:0.0029 train_time:10452739ms step_avg:722.47ms
step:14479/40500 train_loss:1.6175 aux_loss:0.0031 train_time:10453461ms step_avg:722.47ms
step:14480/40500 train_loss:1.6490 aux_loss:0.0031 train_time:10454185ms step_avg:722.47ms
step:14481/40500 train_loss:1.6304 aux_loss:0.0037 train_time:10454910ms step_avg:722.47ms
step:14482/40500 train_loss:1.6238 aux_loss:0.0030 train_time:10455634ms step_avg:722.47ms
step:14483/40500 train_loss:1.6343 aux_loss:0.0029 train_time:10456357ms step_avg:722.47ms
step:14484/40500 train_loss:1.6679 aux_loss:0.0030 train_time:10457081ms step_avg:722.47ms
step:14485/40500 train_loss:1.6551 aux_loss:0.0030 train_time:10457804ms step_avg:722.47ms
step:14486/40500 train_loss:1.6455 aux_loss:0.0049 train_time:10458528ms step_avg:722.47ms
step:14487/40500 train_loss:1.5920 aux_loss:0.0030 train_time:10459254ms step_avg:722.47ms
step:14488/40500 train_loss:1.6380 aux_loss:0.0031 train_time:10459977ms step_avg:722.47ms
step:14489/40500 train_loss:1.6501 aux_loss:0.0029 train_time:10460699ms step_avg:722.47ms
step:14490/40500 train_loss:1.6513 aux_loss:0.0029 train_time:10461424ms step_avg:722.47ms
step:14491/40500 train_loss:1.6610 aux_loss:0.0032 train_time:10462147ms step_avg:722.47ms
step:14492/40500 train_loss:1.6658 aux_loss:0.0031 train_time:10462870ms step_avg:722.47ms
step:14493/40500 train_loss:1.5986 aux_loss:0.0029 train_time:10463593ms step_avg:722.47ms
step:14494/40500 train_loss:1.6296 aux_loss:0.0028 train_time:10464318ms step_avg:722.47ms
step:14495/40500 train_loss:1.5864 aux_loss:0.0031 train_time:10465041ms step_avg:722.47ms
step:14496/40500 train_loss:1.6947 aux_loss:0.0029 train_time:10465765ms step_avg:722.47ms
step:14497/40500 train_loss:1.6086 aux_loss:0.0030 train_time:10466488ms step_avg:722.47ms
step:14498/40500 train_loss:1.5973 aux_loss:0.0028 train_time:10467213ms step_avg:722.47ms
step:14499/40500 train_loss:1.6515 aux_loss:0.0029 train_time:10467936ms step_avg:722.47ms
step:14500/40500 train_loss:1.6414 aux_loss:0.0028 train_time:10468661ms step_avg:722.47ms
step:14501/40500 train_loss:1.6690 aux_loss:0.0029 train_time:10469384ms step_avg:722.47ms
step:14502/40500 train_loss:1.6440 aux_loss:0.0029 train_time:10470109ms step_avg:722.48ms
step:14503/40500 train_loss:1.6329 aux_loss:0.0030 train_time:10470831ms step_avg:722.48ms
step:14504/40500 train_loss:1.6457 aux_loss:0.0029 train_time:10471554ms step_avg:722.48ms
step:14505/40500 train_loss:1.6917 aux_loss:0.0030 train_time:10472277ms step_avg:722.48ms
step:14506/40500 train_loss:1.6293 aux_loss:0.0029 train_time:10473002ms step_avg:722.48ms
step:14507/40500 train_loss:1.6043 aux_loss:0.0029 train_time:10473729ms step_avg:722.48ms
step:14508/40500 train_loss:1.7362 aux_loss:0.0029 train_time:10474452ms step_avg:722.48ms
step:14509/40500 train_loss:1.7005 aux_loss:0.0029 train_time:10475174ms step_avg:722.48ms
step:14510/40500 train_loss:1.6267 aux_loss:0.0028 train_time:10475899ms step_avg:722.48ms
step:14511/40500 train_loss:1.6206 aux_loss:0.0031 train_time:10476627ms step_avg:722.48ms
step:14512/40500 train_loss:1.6148 aux_loss:0.0030 train_time:10477348ms step_avg:722.48ms
step:14513/40500 train_loss:1.6709 aux_loss:0.0030 train_time:10478071ms step_avg:722.48ms
step:14514/40500 train_loss:1.6366 aux_loss:0.0028 train_time:10478791ms step_avg:722.48ms
step:14515/40500 train_loss:1.6885 aux_loss:0.0031 train_time:10479512ms step_avg:722.48ms
step:14516/40500 train_loss:1.6168 aux_loss:0.0029 train_time:10480234ms step_avg:722.48ms
step:14517/40500 train_loss:1.6648 aux_loss:0.0028 train_time:10480959ms step_avg:722.48ms
step:14518/40500 train_loss:1.6995 aux_loss:0.0030 train_time:10481686ms step_avg:722.48ms
step:14519/40500 train_loss:1.6370 aux_loss:0.0029 train_time:10482410ms step_avg:722.48ms
step:14520/40500 train_loss:1.6683 aux_loss:0.0030 train_time:10483133ms step_avg:722.48ms
step:14521/40500 train_loss:1.6430 aux_loss:0.0029 train_time:10483856ms step_avg:722.48ms
step:14522/40500 train_loss:1.6818 aux_loss:0.0028 train_time:10484583ms step_avg:722.48ms
step:14523/40500 train_loss:1.6894 aux_loss:0.0028 train_time:10485303ms step_avg:722.48ms
step:14524/40500 train_loss:1.7036 aux_loss:0.0028 train_time:10486028ms step_avg:722.48ms
step:14525/40500 train_loss:1.6350 aux_loss:0.0028 train_time:10486752ms step_avg:722.48ms
step:14526/40500 train_loss:1.6685 aux_loss:0.0032 train_time:10487478ms step_avg:722.48ms
step:14527/40500 train_loss:1.6534 aux_loss:0.0034 train_time:10488199ms step_avg:722.48ms
step:14528/40500 train_loss:1.6285 aux_loss:0.0030 train_time:10488925ms step_avg:722.48ms
step:14529/40500 train_loss:1.6072 aux_loss:0.0030 train_time:10489648ms step_avg:722.48ms
step:14530/40500 train_loss:1.6479 aux_loss:0.0031 train_time:10490370ms step_avg:722.48ms
step:14531/40500 train_loss:1.6127 aux_loss:0.0029 train_time:10491094ms step_avg:722.48ms
step:14532/40500 train_loss:1.6697 aux_loss:0.0030 train_time:10491820ms step_avg:722.48ms
step:14533/40500 train_loss:1.6064 aux_loss:0.0027 train_time:10492546ms step_avg:722.48ms
step:14534/40500 train_loss:1.5950 aux_loss:0.0028 train_time:10493269ms step_avg:722.48ms
step:14535/40500 train_loss:1.6381 aux_loss:0.0028 train_time:10493994ms step_avg:722.48ms
step:14536/40500 train_loss:1.6375 aux_loss:0.0030 train_time:10494718ms step_avg:722.48ms
step:14537/40500 train_loss:1.6216 aux_loss:0.0030 train_time:10495442ms step_avg:722.48ms
step:14538/40500 train_loss:1.6863 aux_loss:0.0034 train_time:10496165ms step_avg:722.48ms
step:14539/40500 train_loss:1.5909 aux_loss:0.0030 train_time:10496889ms step_avg:722.48ms
step:14540/40500 train_loss:1.6265 aux_loss:0.0029 train_time:10497613ms step_avg:722.48ms
step:14541/40500 train_loss:1.6402 aux_loss:0.0027 train_time:10498337ms step_avg:722.48ms
step:14542/40500 train_loss:1.5968 aux_loss:0.0029 train_time:10499064ms step_avg:722.48ms
step:14543/40500 train_loss:1.6112 aux_loss:0.0030 train_time:10499785ms step_avg:722.48ms
step:14544/40500 train_loss:1.6118 aux_loss:0.0029 train_time:10500504ms step_avg:722.48ms
step:14545/40500 train_loss:1.6534 aux_loss:0.0028 train_time:10501229ms step_avg:722.48ms
step:14546/40500 train_loss:1.6596 aux_loss:0.0029 train_time:10501954ms step_avg:722.48ms
step:14547/40500 train_loss:1.6587 aux_loss:0.0029 train_time:10502680ms step_avg:722.48ms
step:14548/40500 train_loss:1.6551 aux_loss:0.0033 train_time:10503402ms step_avg:722.48ms
step:14549/40500 train_loss:1.6025 aux_loss:0.0027 train_time:10504122ms step_avg:722.48ms
step:14550/40500 train_loss:1.5701 aux_loss:0.0030 train_time:10504844ms step_avg:722.48ms
step:14551/40500 train_loss:1.6150 aux_loss:0.0029 train_time:10505568ms step_avg:722.48ms
step:14552/40500 train_loss:1.6286 aux_loss:0.0034 train_time:10506293ms step_avg:722.48ms
step:14553/40500 train_loss:1.6473 aux_loss:0.0030 train_time:10507020ms step_avg:722.48ms
step:14554/40500 train_loss:1.7038 aux_loss:0.0031 train_time:10507742ms step_avg:722.48ms
step:14555/40500 train_loss:1.6586 aux_loss:0.0029 train_time:10508463ms step_avg:722.48ms
step:14556/40500 train_loss:1.6650 aux_loss:0.0030 train_time:10509189ms step_avg:722.48ms
step:14557/40500 train_loss:1.6787 aux_loss:0.0029 train_time:10509916ms step_avg:722.48ms
step:14558/40500 train_loss:1.6136 aux_loss:0.0028 train_time:10510639ms step_avg:722.48ms
step:14559/40500 train_loss:1.6632 aux_loss:0.0029 train_time:10511359ms step_avg:722.48ms
step:14560/40500 train_loss:1.5903 aux_loss:0.0030 train_time:10512084ms step_avg:722.48ms
step:14561/40500 train_loss:1.6439 aux_loss:0.0030 train_time:10512803ms step_avg:722.48ms
step:14562/40500 train_loss:1.7135 aux_loss:0.0027 train_time:10513526ms step_avg:722.48ms
step:14563/40500 train_loss:1.6157 aux_loss:0.0028 train_time:10514249ms step_avg:722.48ms
step:14564/40500 train_loss:1.6231 aux_loss:0.0027 train_time:10514976ms step_avg:722.48ms
step:14565/40500 train_loss:1.6968 aux_loss:0.0027 train_time:10515700ms step_avg:722.48ms
step:14566/40500 train_loss:1.5796 aux_loss:0.0030 train_time:10516421ms step_avg:722.48ms
step:14567/40500 train_loss:1.6776 aux_loss:0.0029 train_time:10517145ms step_avg:722.48ms
step:14568/40500 train_loss:1.6397 aux_loss:0.0030 train_time:10517869ms step_avg:722.48ms
step:14569/40500 train_loss:1.6758 aux_loss:0.0029 train_time:10518593ms step_avg:722.48ms
step:14570/40500 train_loss:1.6161 aux_loss:0.0029 train_time:10519318ms step_avg:722.48ms
step:14571/40500 train_loss:1.6936 aux_loss:0.0029 train_time:10520042ms step_avg:722.48ms
step:14572/40500 train_loss:1.6531 aux_loss:0.0029 train_time:10520768ms step_avg:722.48ms
step:14573/40500 train_loss:1.6046 aux_loss:0.0029 train_time:10521491ms step_avg:722.48ms
step:14574/40500 train_loss:1.6155 aux_loss:0.0028 train_time:10522217ms step_avg:722.48ms
step:14575/40500 train_loss:1.6544 aux_loss:0.0028 train_time:10522939ms step_avg:722.48ms
step:14576/40500 train_loss:1.5743 aux_loss:0.0029 train_time:10523663ms step_avg:722.48ms
step:14577/40500 train_loss:1.5986 aux_loss:0.0028 train_time:10524387ms step_avg:722.48ms
step:14578/40500 train_loss:1.6219 aux_loss:0.0029 train_time:10525112ms step_avg:722.48ms
step:14579/40500 train_loss:1.6315 aux_loss:0.0028 train_time:10525835ms step_avg:722.48ms
step:14580/40500 train_loss:1.6236 aux_loss:0.0028 train_time:10526557ms step_avg:722.48ms
step:14581/40500 train_loss:1.6098 aux_loss:0.0029 train_time:10527283ms step_avg:722.48ms
step:14582/40500 train_loss:1.6127 aux_loss:0.0029 train_time:10528008ms step_avg:722.48ms
step:14583/40500 train_loss:1.6419 aux_loss:0.0028 train_time:10528732ms step_avg:722.48ms
step:14584/40500 train_loss:1.6157 aux_loss:0.0028 train_time:10529455ms step_avg:722.48ms
step:14585/40500 train_loss:1.6514 aux_loss:0.0030 train_time:10530177ms step_avg:722.48ms
step:14586/40500 train_loss:1.6860 aux_loss:0.0029 train_time:10530900ms step_avg:722.48ms
step:14587/40500 train_loss:1.5715 aux_loss:0.0029 train_time:10531625ms step_avg:722.48ms
step:14588/40500 train_loss:1.6249 aux_loss:0.0029 train_time:10532355ms step_avg:722.48ms
step:14589/40500 train_loss:1.6307 aux_loss:0.0030 train_time:10533077ms step_avg:722.48ms
step:14590/40500 train_loss:1.6987 aux_loss:0.0031 train_time:10533799ms step_avg:722.48ms
step:14591/40500 train_loss:1.6001 aux_loss:0.0030 train_time:10534523ms step_avg:722.48ms
step:14592/40500 train_loss:1.6316 aux_loss:0.0029 train_time:10535249ms step_avg:722.48ms
step:14593/40500 train_loss:1.5668 aux_loss:0.0031 train_time:10535971ms step_avg:722.48ms
step:14594/40500 train_loss:1.6400 aux_loss:0.0029 train_time:10536693ms step_avg:722.48ms
step:14595/40500 train_loss:1.6556 aux_loss:0.0031 train_time:10537417ms step_avg:722.48ms
step:14596/40500 train_loss:1.6026 aux_loss:0.0029 train_time:10538142ms step_avg:722.48ms
step:14597/40500 train_loss:1.6503 aux_loss:0.0035 train_time:10538862ms step_avg:722.48ms
step:14598/40500 train_loss:1.5892 aux_loss:0.0029 train_time:10539588ms step_avg:722.48ms
step:14599/40500 train_loss:1.6230 aux_loss:0.0029 train_time:10540313ms step_avg:722.48ms
step:14600/40500 train_loss:1.6052 aux_loss:0.0029 train_time:10541035ms step_avg:722.48ms
step:14601/40500 train_loss:1.6298 aux_loss:0.0027 train_time:10541761ms step_avg:722.48ms
step:14602/40500 train_loss:1.5596 aux_loss:0.0028 train_time:10542487ms step_avg:722.48ms
step:14603/40500 train_loss:1.6449 aux_loss:0.0029 train_time:10543210ms step_avg:722.48ms
step:14604/40500 train_loss:1.6235 aux_loss:0.0030 train_time:10543932ms step_avg:722.48ms
step:14605/40500 train_loss:1.6263 aux_loss:0.0030 train_time:10544656ms step_avg:722.48ms
step:14606/40500 train_loss:1.6232 aux_loss:0.0028 train_time:10545380ms step_avg:722.48ms
step:14607/40500 train_loss:1.6082 aux_loss:0.0028 train_time:10546106ms step_avg:722.48ms
step:14608/40500 train_loss:1.6293 aux_loss:0.0028 train_time:10546828ms step_avg:722.48ms
step:14609/40500 train_loss:1.6288 aux_loss:0.0028 train_time:10547550ms step_avg:722.48ms
step:14610/40500 train_loss:1.6669 aux_loss:0.0029 train_time:10548273ms step_avg:722.48ms
step:14611/40500 train_loss:1.6572 aux_loss:0.0029 train_time:10548999ms step_avg:722.48ms
step:14612/40500 train_loss:1.6555 aux_loss:0.0032 train_time:10549721ms step_avg:722.48ms
step:14613/40500 train_loss:1.6536 aux_loss:0.0030 train_time:10550446ms step_avg:722.48ms
step:14614/40500 train_loss:1.6097 aux_loss:0.0030 train_time:10551168ms step_avg:722.48ms
step:14615/40500 train_loss:1.6915 aux_loss:0.0035 train_time:10551892ms step_avg:722.48ms
step:14616/40500 train_loss:1.6562 aux_loss:0.0035 train_time:10552615ms step_avg:722.48ms
step:14617/40500 train_loss:1.6053 aux_loss:0.0030 train_time:10553341ms step_avg:722.49ms
step:14618/40500 train_loss:1.6342 aux_loss:0.0030 train_time:10554067ms step_avg:722.49ms
step:14619/40500 train_loss:1.6091 aux_loss:0.0029 train_time:10554788ms step_avg:722.49ms
step:14620/40500 train_loss:1.6774 aux_loss:0.0028 train_time:10555508ms step_avg:722.49ms
step:14621/40500 train_loss:1.6480 aux_loss:0.0029 train_time:10556233ms step_avg:722.49ms
step:14622/40500 train_loss:1.5897 aux_loss:0.0031 train_time:10556958ms step_avg:722.49ms
step:14623/40500 train_loss:1.6291 aux_loss:0.0032 train_time:10557684ms step_avg:722.49ms
step:14624/40500 train_loss:1.5921 aux_loss:0.0030 train_time:10558407ms step_avg:722.49ms
step:14625/40500 train_loss:1.6516 aux_loss:0.0031 train_time:10559132ms step_avg:722.49ms
step:14626/40500 train_loss:1.6990 aux_loss:0.0029 train_time:10559854ms step_avg:722.49ms
step:14627/40500 train_loss:1.6492 aux_loss:0.0029 train_time:10560581ms step_avg:722.49ms
step:14628/40500 train_loss:1.6523 aux_loss:0.0030 train_time:10561306ms step_avg:722.49ms
step:14629/40500 train_loss:1.6108 aux_loss:0.0028 train_time:10562027ms step_avg:722.49ms
step:14630/40500 train_loss:1.6769 aux_loss:0.0031 train_time:10562751ms step_avg:722.49ms
step:14631/40500 train_loss:1.6328 aux_loss:0.0029 train_time:10563475ms step_avg:722.49ms
step:14632/40500 train_loss:1.6176 aux_loss:0.0029 train_time:10564202ms step_avg:722.49ms
step:14633/40500 train_loss:1.6185 aux_loss:0.0028 train_time:10564925ms step_avg:722.49ms
step:14634/40500 train_loss:1.6608 aux_loss:0.0028 train_time:10565651ms step_avg:722.49ms
step:14635/40500 train_loss:1.6263 aux_loss:0.0029 train_time:10566374ms step_avg:722.49ms
step:14636/40500 train_loss:1.7304 aux_loss:0.0030 train_time:10567099ms step_avg:722.49ms
step:14637/40500 train_loss:1.6606 aux_loss:0.0029 train_time:10567827ms step_avg:722.49ms
step:14638/40500 train_loss:1.5790 aux_loss:0.0030 train_time:10568549ms step_avg:722.49ms
step:14639/40500 train_loss:1.6146 aux_loss:0.0030 train_time:10569269ms step_avg:722.49ms
step:14640/40500 train_loss:1.6168 aux_loss:0.0029 train_time:10569995ms step_avg:722.49ms
step:14641/40500 train_loss:1.5968 aux_loss:0.0029 train_time:10570723ms step_avg:722.49ms
step:14642/40500 train_loss:1.6156 aux_loss:0.0030 train_time:10571445ms step_avg:722.49ms
step:14643/40500 train_loss:1.6260 aux_loss:0.0033 train_time:10572170ms step_avg:722.49ms
step:14644/40500 train_loss:1.6449 aux_loss:0.0029 train_time:10572894ms step_avg:722.49ms
step:14645/40500 train_loss:1.6538 aux_loss:0.0032 train_time:10573619ms step_avg:722.49ms
step:14646/40500 train_loss:1.6325 aux_loss:0.0030 train_time:10574343ms step_avg:722.49ms
step:14647/40500 train_loss:1.6128 aux_loss:0.0029 train_time:10575066ms step_avg:722.49ms
step:14648/40500 train_loss:1.6531 aux_loss:0.0029 train_time:10575789ms step_avg:722.49ms
step:14649/40500 train_loss:1.6262 aux_loss:0.0028 train_time:10576514ms step_avg:722.49ms
step:14650/40500 train_loss:1.5954 aux_loss:0.0029 train_time:10577240ms step_avg:722.49ms
step:14651/40500 train_loss:1.6180 aux_loss:0.0028 train_time:10577963ms step_avg:722.49ms
step:14652/40500 train_loss:1.6943 aux_loss:0.0031 train_time:10578683ms step_avg:722.49ms
step:14653/40500 train_loss:1.6038 aux_loss:0.0028 train_time:10579410ms step_avg:722.49ms
step:14654/40500 train_loss:1.6689 aux_loss:0.0031 train_time:10580133ms step_avg:722.49ms
step:14655/40500 train_loss:1.6432 aux_loss:0.0028 train_time:10580859ms step_avg:722.49ms
step:14656/40500 train_loss:1.6563 aux_loss:0.0029 train_time:10581583ms step_avg:722.49ms
step:14657/40500 train_loss:1.6755 aux_loss:0.0029 train_time:10582307ms step_avg:722.49ms
step:14658/40500 train_loss:1.6852 aux_loss:0.0029 train_time:10583033ms step_avg:722.49ms
step:14659/40500 train_loss:1.6359 aux_loss:0.0029 train_time:10583756ms step_avg:722.49ms
step:14660/40500 train_loss:1.6533 aux_loss:0.0029 train_time:10584478ms step_avg:722.49ms
step:14661/40500 train_loss:1.5579 aux_loss:0.0027 train_time:10585202ms step_avg:722.49ms
step:14662/40500 train_loss:1.5856 aux_loss:0.0029 train_time:10585923ms step_avg:722.49ms
step:14663/40500 train_loss:1.6024 aux_loss:0.0029 train_time:10586648ms step_avg:722.49ms
step:14664/40500 train_loss:1.6165 aux_loss:0.0035 train_time:10587372ms step_avg:722.49ms
step:14665/40500 train_loss:1.6223 aux_loss:0.0030 train_time:10588098ms step_avg:722.49ms
step:14666/40500 train_loss:1.6272 aux_loss:0.0031 train_time:10588817ms step_avg:722.49ms
step:14667/40500 train_loss:1.5818 aux_loss:0.0028 train_time:10589541ms step_avg:722.49ms
step:14668/40500 train_loss:1.6261 aux_loss:0.0028 train_time:10590265ms step_avg:722.49ms
step:14669/40500 train_loss:1.6425 aux_loss:0.0029 train_time:10590989ms step_avg:722.49ms
step:14670/40500 train_loss:1.6649 aux_loss:0.0029 train_time:10591716ms step_avg:722.49ms
step:14671/40500 train_loss:1.6727 aux_loss:0.0030 train_time:10592440ms step_avg:722.49ms
step:14672/40500 train_loss:1.6502 aux_loss:0.0029 train_time:10593162ms step_avg:722.49ms
step:14673/40500 train_loss:1.6406 aux_loss:0.0033 train_time:10593886ms step_avg:722.49ms
step:14674/40500 train_loss:1.6495 aux_loss:0.0028 train_time:10594611ms step_avg:722.49ms
step:14675/40500 train_loss:1.6677 aux_loss:0.0029 train_time:10595336ms step_avg:722.49ms
step:14676/40500 train_loss:1.6202 aux_loss:0.0029 train_time:10596059ms step_avg:722.49ms
step:14677/40500 train_loss:1.6363 aux_loss:0.0032 train_time:10596782ms step_avg:722.49ms
step:14678/40500 train_loss:1.6224 aux_loss:0.0032 train_time:10597505ms step_avg:722.49ms
step:14679/40500 train_loss:1.6381 aux_loss:0.0030 train_time:10598229ms step_avg:722.49ms
step:14680/40500 train_loss:1.6432 aux_loss:0.0032 train_time:10598954ms step_avg:722.49ms
step:14681/40500 train_loss:1.6419 aux_loss:0.0031 train_time:10599676ms step_avg:722.49ms
step:14682/40500 train_loss:1.6848 aux_loss:0.0030 train_time:10600398ms step_avg:722.49ms
step:14683/40500 train_loss:1.6292 aux_loss:0.0030 train_time:10601120ms step_avg:722.49ms
step:14684/40500 train_loss:1.6382 aux_loss:0.0029 train_time:10601842ms step_avg:722.49ms
step:14685/40500 train_loss:1.5646 aux_loss:0.0027 train_time:10602569ms step_avg:722.49ms
step:14686/40500 train_loss:1.6085 aux_loss:0.0029 train_time:10603296ms step_avg:722.49ms
step:14687/40500 train_loss:1.6321 aux_loss:0.0030 train_time:10604017ms step_avg:722.49ms
step:14688/40500 train_loss:1.6311 aux_loss:0.0030 train_time:10604740ms step_avg:722.49ms
step:14689/40500 train_loss:1.6262 aux_loss:0.0029 train_time:10605465ms step_avg:722.49ms
step:14690/40500 train_loss:1.6309 aux_loss:0.0028 train_time:10606189ms step_avg:722.49ms
step:14691/40500 train_loss:1.6147 aux_loss:0.0031 train_time:10606912ms step_avg:722.49ms
step:14692/40500 train_loss:1.5941 aux_loss:0.0032 train_time:10607633ms step_avg:722.49ms
step:14693/40500 train_loss:1.6706 aux_loss:0.0031 train_time:10608356ms step_avg:722.49ms
step:14694/40500 train_loss:1.6076 aux_loss:0.0031 train_time:10609081ms step_avg:722.49ms
step:14695/40500 train_loss:1.6800 aux_loss:0.0029 train_time:10609804ms step_avg:722.49ms
step:14696/40500 train_loss:1.5978 aux_loss:0.0030 train_time:10610530ms step_avg:722.49ms
step:14697/40500 train_loss:1.6655 aux_loss:0.0028 train_time:10611254ms step_avg:722.49ms
step:14698/40500 train_loss:1.6599 aux_loss:0.0028 train_time:10611977ms step_avg:722.49ms
step:14699/40500 train_loss:1.6975 aux_loss:0.0027 train_time:10612699ms step_avg:722.49ms
step:14700/40500 train_loss:1.7106 aux_loss:0.0027 train_time:10613427ms step_avg:722.49ms
step:14701/40500 train_loss:1.6161 aux_loss:0.0042 train_time:10614151ms step_avg:722.49ms
step:14702/40500 train_loss:1.6495 aux_loss:0.0029 train_time:10614874ms step_avg:722.49ms
step:14703/40500 train_loss:1.5943 aux_loss:0.0028 train_time:10615595ms step_avg:722.49ms
step:14704/40500 train_loss:1.6229 aux_loss:0.0029 train_time:10616320ms step_avg:722.49ms
step:14705/40500 train_loss:1.6914 aux_loss:0.0030 train_time:10617044ms step_avg:722.49ms
step:14706/40500 train_loss:1.7050 aux_loss:0.0031 train_time:10617770ms step_avg:722.49ms
step:14707/40500 train_loss:1.6352 aux_loss:0.0030 train_time:10618491ms step_avg:722.49ms
step:14708/40500 train_loss:1.5788 aux_loss:0.0034 train_time:10619215ms step_avg:722.49ms
step:14709/40500 train_loss:1.5678 aux_loss:0.0030 train_time:10619938ms step_avg:722.49ms
step:14710/40500 train_loss:1.6267 aux_loss:0.0029 train_time:10620663ms step_avg:722.49ms
step:14711/40500 train_loss:1.6686 aux_loss:0.0031 train_time:10621387ms step_avg:722.49ms
step:14712/40500 train_loss:1.6144 aux_loss:0.0029 train_time:10622110ms step_avg:722.49ms
step:14713/40500 train_loss:1.5705 aux_loss:0.0029 train_time:10622830ms step_avg:722.49ms
step:14714/40500 train_loss:1.6899 aux_loss:0.0028 train_time:10623552ms step_avg:722.49ms
step:14715/40500 train_loss:1.5904 aux_loss:0.0028 train_time:10624275ms step_avg:722.49ms
step:14716/40500 train_loss:1.6190 aux_loss:0.0028 train_time:10624996ms step_avg:722.49ms
step:14717/40500 train_loss:1.6725 aux_loss:0.0028 train_time:10625719ms step_avg:722.49ms
step:14718/40500 train_loss:1.6512 aux_loss:0.0030 train_time:10626445ms step_avg:722.49ms
step:14719/40500 train_loss:1.5978 aux_loss:0.0031 train_time:10627167ms step_avg:722.49ms
step:14720/40500 train_loss:1.7009 aux_loss:0.0031 train_time:10627888ms step_avg:722.49ms
step:14721/40500 train_loss:1.6508 aux_loss:0.0030 train_time:10628610ms step_avg:722.49ms
step:14722/40500 train_loss:1.6019 aux_loss:0.0029 train_time:10629333ms step_avg:722.49ms
step:14723/40500 train_loss:1.6101 aux_loss:0.0029 train_time:10630056ms step_avg:722.49ms
step:14724/40500 train_loss:1.6574 aux_loss:0.0029 train_time:10630781ms step_avg:722.49ms
step:14725/40500 train_loss:1.6188 aux_loss:0.0028 train_time:10631505ms step_avg:722.49ms
step:14726/40500 train_loss:1.6048 aux_loss:0.0029 train_time:10632227ms step_avg:722.49ms
step:14727/40500 train_loss:1.5963 aux_loss:0.0028 train_time:10632949ms step_avg:722.49ms
step:14728/40500 train_loss:1.6223 aux_loss:0.0030 train_time:10633672ms step_avg:722.49ms
step:14729/40500 train_loss:1.6274 aux_loss:0.0029 train_time:10634395ms step_avg:722.49ms
step:14730/40500 train_loss:1.5928 aux_loss:0.0029 train_time:10635120ms step_avg:722.49ms
step:14731/40500 train_loss:1.6560 aux_loss:0.0028 train_time:10635844ms step_avg:722.49ms
step:14732/40500 train_loss:1.6360 aux_loss:0.0028 train_time:10636567ms step_avg:722.49ms
step:14733/40500 train_loss:1.5972 aux_loss:0.0030 train_time:10637289ms step_avg:722.49ms
step:14734/40500 train_loss:1.6104 aux_loss:0.0031 train_time:10638012ms step_avg:722.49ms
step:14735/40500 train_loss:1.6501 aux_loss:0.0032 train_time:10638736ms step_avg:722.49ms
step:14736/40500 train_loss:1.6808 aux_loss:0.0031 train_time:10639462ms step_avg:722.50ms
step:14737/40500 train_loss:1.6117 aux_loss:0.0030 train_time:10640182ms step_avg:722.49ms
step:14738/40500 train_loss:1.6316 aux_loss:0.0030 train_time:10640904ms step_avg:722.49ms
step:14739/40500 train_loss:1.6847 aux_loss:0.0028 train_time:10641627ms step_avg:722.49ms
step:14740/40500 train_loss:1.6317 aux_loss:0.0029 train_time:10642351ms step_avg:722.50ms
step:14741/40500 train_loss:1.6239 aux_loss:0.0030 train_time:10643077ms step_avg:722.50ms
step:14742/40500 train_loss:1.6208 aux_loss:0.0029 train_time:10643802ms step_avg:722.50ms
step:14743/40500 train_loss:1.6126 aux_loss:0.0037 train_time:10644524ms step_avg:722.50ms
step:14744/40500 train_loss:1.6260 aux_loss:0.0030 train_time:10645246ms step_avg:722.50ms
step:14745/40500 train_loss:1.6743 aux_loss:0.0028 train_time:10645971ms step_avg:722.50ms
step:14746/40500 train_loss:1.5983 aux_loss:0.0029 train_time:10646696ms step_avg:722.50ms
step:14747/40500 train_loss:1.6601 aux_loss:0.0029 train_time:10647420ms step_avg:722.50ms
step:14748/40500 train_loss:1.6602 aux_loss:0.0027 train_time:10648142ms step_avg:722.50ms
step:14749/40500 train_loss:1.6215 aux_loss:0.0028 train_time:10648862ms step_avg:722.50ms
step:14750/40500 train_loss:1.6757 aux_loss:0.0030 train_time:10649584ms step_avg:722.50ms
step:14751/40500 train_loss:1.6186 aux_loss:0.0029 train_time:10650307ms step_avg:722.50ms
step:14752/40500 train_loss:1.6031 aux_loss:0.0029 train_time:10651031ms step_avg:722.50ms
step:14753/40500 train_loss:1.6634 aux_loss:0.0030 train_time:10651757ms step_avg:722.50ms
step:14754/40500 train_loss:1.6582 aux_loss:0.0030 train_time:10652481ms step_avg:722.50ms
step:14755/40500 train_loss:1.5947 aux_loss:0.0029 train_time:10653200ms step_avg:722.50ms
step:14756/40500 train_loss:1.6098 aux_loss:0.0029 train_time:10653922ms step_avg:722.50ms
step:14757/40500 train_loss:1.6216 aux_loss:0.0028 train_time:10654646ms step_avg:722.50ms
step:14758/40500 train_loss:1.6444 aux_loss:0.0028 train_time:10655370ms step_avg:722.50ms
step:14759/40500 train_loss:1.5973 aux_loss:0.0028 train_time:10656096ms step_avg:722.50ms
step:14760/40500 train_loss:1.5592 aux_loss:0.0030 train_time:10656820ms step_avg:722.50ms
step:14761/40500 train_loss:1.6603 aux_loss:0.0029 train_time:10657540ms step_avg:722.50ms
step:14762/40500 train_loss:1.6835 aux_loss:0.0029 train_time:10658263ms step_avg:722.50ms
step:14763/40500 train_loss:1.6197 aux_loss:0.0028 train_time:10658987ms step_avg:722.50ms
step:14764/40500 train_loss:1.5825 aux_loss:0.0029 train_time:10659713ms step_avg:722.50ms
step:14765/40500 train_loss:1.5994 aux_loss:0.0031 train_time:10660437ms step_avg:722.50ms
step:14766/40500 train_loss:1.6161 aux_loss:0.0029 train_time:10661160ms step_avg:722.50ms
step:14767/40500 train_loss:1.6134 aux_loss:0.0029 train_time:10661879ms step_avg:722.50ms
step:14768/40500 train_loss:1.6549 aux_loss:0.0027 train_time:10662603ms step_avg:722.50ms
step:14769/40500 train_loss:1.6661 aux_loss:0.0030 train_time:10663327ms step_avg:722.50ms
step:14770/40500 train_loss:1.6131 aux_loss:0.0029 train_time:10664054ms step_avg:722.50ms
step:14771/40500 train_loss:1.6584 aux_loss:0.0028 train_time:10664777ms step_avg:722.50ms
step:14772/40500 train_loss:1.6137 aux_loss:0.0028 train_time:10665499ms step_avg:722.50ms
step:14773/40500 train_loss:1.6277 aux_loss:0.0029 train_time:10666221ms step_avg:722.50ms
step:14774/40500 train_loss:1.6084 aux_loss:0.0029 train_time:10666946ms step_avg:722.50ms
step:14775/40500 train_loss:1.6243 aux_loss:0.0030 train_time:10667671ms step_avg:722.50ms
step:14776/40500 train_loss:1.6886 aux_loss:0.0030 train_time:10668395ms step_avg:722.50ms
step:14777/40500 train_loss:1.6013 aux_loss:0.0029 train_time:10669118ms step_avg:722.50ms
step:14778/40500 train_loss:1.6080 aux_loss:0.0028 train_time:10669841ms step_avg:722.50ms
step:14779/40500 train_loss:1.6182 aux_loss:0.0028 train_time:10670564ms step_avg:722.50ms
step:14780/40500 train_loss:1.6432 aux_loss:0.0032 train_time:10671289ms step_avg:722.50ms
step:14781/40500 train_loss:1.6326 aux_loss:0.0030 train_time:10672014ms step_avg:722.50ms
step:14782/40500 train_loss:1.6824 aux_loss:0.0029 train_time:10672737ms step_avg:722.50ms
step:14783/40500 train_loss:1.6199 aux_loss:0.0028 train_time:10673460ms step_avg:722.50ms
step:14784/40500 train_loss:1.7072 aux_loss:0.0028 train_time:10674184ms step_avg:722.50ms
step:14785/40500 train_loss:1.6588 aux_loss:0.0027 train_time:10674911ms step_avg:722.50ms
step:14786/40500 train_loss:1.6563 aux_loss:0.0027 train_time:10675634ms step_avg:722.50ms
step:14787/40500 train_loss:1.5909 aux_loss:0.0029 train_time:10676357ms step_avg:722.50ms
step:14788/40500 train_loss:1.6431 aux_loss:0.0030 train_time:10677082ms step_avg:722.50ms
step:14789/40500 train_loss:1.6894 aux_loss:0.0029 train_time:10677809ms step_avg:722.50ms
step:14790/40500 train_loss:1.6346 aux_loss:0.0029 train_time:10678533ms step_avg:722.50ms
step:14791/40500 train_loss:1.5843 aux_loss:0.0028 train_time:10679255ms step_avg:722.50ms
step:14792/40500 train_loss:1.6661 aux_loss:0.0031 train_time:10679977ms step_avg:722.50ms
step:14793/40500 train_loss:1.6982 aux_loss:0.0028 train_time:10680701ms step_avg:722.50ms
step:14794/40500 train_loss:1.6862 aux_loss:0.0028 train_time:10681424ms step_avg:722.50ms
step:14795/40500 train_loss:1.6499 aux_loss:0.0032 train_time:10682148ms step_avg:722.50ms
step:14796/40500 train_loss:1.6680 aux_loss:0.0029 train_time:10682871ms step_avg:722.50ms
step:14797/40500 train_loss:1.6096 aux_loss:0.0029 train_time:10683594ms step_avg:722.50ms
step:14798/40500 train_loss:1.7165 aux_loss:0.0029 train_time:10684316ms step_avg:722.50ms
step:14799/40500 train_loss:1.6555 aux_loss:0.0030 train_time:10685038ms step_avg:722.50ms
step:14800/40500 train_loss:1.5350 aux_loss:0.0029 train_time:10685762ms step_avg:722.50ms
step:14801/40500 train_loss:1.6831 aux_loss:0.0028 train_time:10686487ms step_avg:722.50ms
step:14802/40500 train_loss:1.6303 aux_loss:0.0030 train_time:10687210ms step_avg:722.50ms
step:14803/40500 train_loss:1.6275 aux_loss:0.0030 train_time:10687933ms step_avg:722.50ms
step:14804/40500 train_loss:1.5883 aux_loss:0.0029 train_time:10688655ms step_avg:722.50ms
step:14805/40500 train_loss:1.6308 aux_loss:0.0028 train_time:10689380ms step_avg:722.50ms
step:14806/40500 train_loss:1.6621 aux_loss:0.0029 train_time:10690104ms step_avg:722.50ms
step:14807/40500 train_loss:1.6475 aux_loss:0.0028 train_time:10690828ms step_avg:722.50ms
step:14808/40500 train_loss:1.6164 aux_loss:0.0029 train_time:10691551ms step_avg:722.50ms
step:14809/40500 train_loss:1.5948 aux_loss:0.0029 train_time:10692273ms step_avg:722.50ms
step:14810/40500 train_loss:1.6163 aux_loss:0.0028 train_time:10692995ms step_avg:722.50ms
step:14811/40500 train_loss:1.6255 aux_loss:0.0034 train_time:10693719ms step_avg:722.50ms
step:14812/40500 train_loss:1.6574 aux_loss:0.0031 train_time:10694444ms step_avg:722.50ms
step:14813/40500 train_loss:1.6390 aux_loss:0.0029 train_time:10695168ms step_avg:722.50ms
step:14814/40500 train_loss:1.5965 aux_loss:0.0029 train_time:10695887ms step_avg:722.50ms
step:14815/40500 train_loss:1.5642 aux_loss:0.0030 train_time:10696609ms step_avg:722.50ms
step:14816/40500 train_loss:1.6415 aux_loss:0.0029 train_time:10697332ms step_avg:722.50ms
step:14817/40500 train_loss:1.5850 aux_loss:0.0028 train_time:10698056ms step_avg:722.50ms
step:14818/40500 train_loss:1.6862 aux_loss:0.0031 train_time:10698782ms step_avg:722.50ms
step:14819/40500 train_loss:1.6511 aux_loss:0.0030 train_time:10699506ms step_avg:722.50ms
step:14820/40500 train_loss:1.6132 aux_loss:0.0028 train_time:10700226ms step_avg:722.50ms
step:14821/40500 train_loss:1.6514 aux_loss:0.0030 train_time:10700948ms step_avg:722.50ms
step:14822/40500 train_loss:1.5860 aux_loss:0.0029 train_time:10701668ms step_avg:722.50ms
step:14823/40500 train_loss:1.6171 aux_loss:0.0028 train_time:10702391ms step_avg:722.50ms
step:14824/40500 train_loss:1.6232 aux_loss:0.0029 train_time:10703116ms step_avg:722.50ms
step:14825/40500 train_loss:1.6640 aux_loss:0.0031 train_time:10703840ms step_avg:722.50ms
step:14826/40500 train_loss:1.5843 aux_loss:0.0031 train_time:10704566ms step_avg:722.50ms
step:14827/40500 train_loss:1.6172 aux_loss:0.0030 train_time:10705288ms step_avg:722.50ms
step:14828/40500 train_loss:1.6419 aux_loss:0.0029 train_time:10706007ms step_avg:722.50ms
step:14829/40500 train_loss:1.6741 aux_loss:0.0028 train_time:10706732ms step_avg:722.50ms
step:14830/40500 train_loss:1.7063 aux_loss:0.0028 train_time:10707457ms step_avg:722.50ms
step:14831/40500 train_loss:1.6294 aux_loss:0.0028 train_time:10708178ms step_avg:722.50ms
step:14832/40500 train_loss:1.6358 aux_loss:0.0027 train_time:10708904ms step_avg:722.50ms
step:14833/40500 train_loss:1.6798 aux_loss:0.0028 train_time:10709625ms step_avg:722.50ms
step:14834/40500 train_loss:1.5761 aux_loss:0.0035 train_time:10710348ms step_avg:722.50ms
step:14835/40500 train_loss:1.6424 aux_loss:0.0030 train_time:10711072ms step_avg:722.50ms
step:14836/40500 train_loss:1.6676 aux_loss:0.0028 train_time:10711796ms step_avg:722.50ms
step:14837/40500 train_loss:1.6463 aux_loss:0.0027 train_time:10712521ms step_avg:722.50ms
step:14838/40500 train_loss:1.5829 aux_loss:0.0029 train_time:10713242ms step_avg:722.50ms
step:14839/40500 train_loss:1.6048 aux_loss:0.0029 train_time:10713965ms step_avg:722.50ms
step:14840/40500 train_loss:1.5917 aux_loss:0.0029 train_time:10714689ms step_avg:722.50ms
step:14841/40500 train_loss:1.6207 aux_loss:0.0029 train_time:10715413ms step_avg:722.50ms
step:14842/40500 train_loss:1.6603 aux_loss:0.0029 train_time:10716138ms step_avg:722.50ms
step:14843/40500 train_loss:1.5944 aux_loss:0.0029 train_time:10716860ms step_avg:722.50ms
step:14844/40500 train_loss:1.6650 aux_loss:0.0030 train_time:10717582ms step_avg:722.50ms
step:14845/40500 train_loss:1.6772 aux_loss:0.0032 train_time:10718305ms step_avg:722.50ms
step:14846/40500 train_loss:1.5907 aux_loss:0.0028 train_time:10719028ms step_avg:722.50ms
step:14847/40500 train_loss:1.5809 aux_loss:0.0030 train_time:10719752ms step_avg:722.50ms
step:14848/40500 train_loss:1.6487 aux_loss:0.0028 train_time:10720479ms step_avg:722.50ms
step:14849/40500 train_loss:1.5946 aux_loss:0.0029 train_time:10721202ms step_avg:722.50ms
step:14850/40500 train_loss:1.6610 aux_loss:0.0031 train_time:10721921ms step_avg:722.50ms
step:14851/40500 train_loss:1.6942 aux_loss:0.0034 train_time:10722644ms step_avg:722.50ms
step:14852/40500 train_loss:1.6262 aux_loss:0.0030 train_time:10723368ms step_avg:722.50ms
step:14853/40500 train_loss:1.6434 aux_loss:0.0030 train_time:10724093ms step_avg:722.50ms
step:14854/40500 train_loss:1.5792 aux_loss:0.0030 train_time:10724819ms step_avg:722.50ms
step:14855/40500 train_loss:1.7072 aux_loss:0.0028 train_time:10725541ms step_avg:722.50ms
step:14856/40500 train_loss:1.6788 aux_loss:0.0029 train_time:10726260ms step_avg:722.50ms
step:14857/40500 train_loss:1.6077 aux_loss:0.0029 train_time:10726982ms step_avg:722.50ms
step:14858/40500 train_loss:1.5738 aux_loss:0.0028 train_time:10727704ms step_avg:722.50ms
step:14859/40500 train_loss:1.6339 aux_loss:0.0030 train_time:10728429ms step_avg:722.50ms
step:14860/40500 train_loss:1.6104 aux_loss:0.0030 train_time:10729155ms step_avg:722.50ms
step:14861/40500 train_loss:1.6847 aux_loss:0.0029 train_time:10729879ms step_avg:722.50ms
step:14862/40500 train_loss:1.6030 aux_loss:0.0029 train_time:10730598ms step_avg:722.50ms
step:14863/40500 train_loss:1.6312 aux_loss:0.0030 train_time:10731320ms step_avg:722.50ms
step:14864/40500 train_loss:1.6256 aux_loss:0.0029 train_time:10732043ms step_avg:722.50ms
step:14865/40500 train_loss:1.6831 aux_loss:0.0028 train_time:10732765ms step_avg:722.50ms
step:14866/40500 train_loss:1.6243 aux_loss:0.0028 train_time:10733491ms step_avg:722.50ms
step:14867/40500 train_loss:1.5804 aux_loss:0.0028 train_time:10734216ms step_avg:722.50ms
step:14868/40500 train_loss:1.7147 aux_loss:0.0030 train_time:10734936ms step_avg:722.50ms
step:14869/40500 train_loss:1.6509 aux_loss:0.0030 train_time:10735657ms step_avg:722.50ms
step:14870/40500 train_loss:1.6264 aux_loss:0.0028 train_time:10736382ms step_avg:722.50ms
step:14871/40500 train_loss:1.6245 aux_loss:0.0027 train_time:10737105ms step_avg:722.50ms
step:14872/40500 train_loss:1.6262 aux_loss:0.0029 train_time:10737830ms step_avg:722.50ms
step:14873/40500 train_loss:1.6484 aux_loss:0.0031 train_time:10738555ms step_avg:722.50ms
step:14874/40500 train_loss:1.5974 aux_loss:0.0028 train_time:10739275ms step_avg:722.50ms
step:14875/40500 train_loss:1.6542 aux_loss:0.0028 train_time:10739998ms step_avg:722.50ms
step:14876/40500 train_loss:1.6626 aux_loss:0.0028 train_time:10740721ms step_avg:722.50ms
step:14877/40500 train_loss:1.6444 aux_loss:0.0029 train_time:10741445ms step_avg:722.50ms
step:14878/40500 train_loss:1.5827 aux_loss:0.0031 train_time:10742172ms step_avg:722.50ms
step:14879/40500 train_loss:1.6500 aux_loss:0.0029 train_time:10742896ms step_avg:722.50ms
step:14880/40500 train_loss:1.6429 aux_loss:0.0029 train_time:10743615ms step_avg:722.50ms
step:14881/40500 train_loss:1.6735 aux_loss:0.0029 train_time:10744338ms step_avg:722.50ms
step:14882/40500 train_loss:1.6269 aux_loss:0.0029 train_time:10745061ms step_avg:722.50ms
step:14883/40500 train_loss:1.6952 aux_loss:0.0029 train_time:10745787ms step_avg:722.50ms
step:14884/40500 train_loss:1.6584 aux_loss:0.0029 train_time:10746512ms step_avg:722.50ms
step:14885/40500 train_loss:1.6298 aux_loss:0.0032 train_time:10747235ms step_avg:722.50ms
step:14886/40500 train_loss:1.6584 aux_loss:0.0031 train_time:10747960ms step_avg:722.50ms
step:14887/40500 train_loss:1.6649 aux_loss:0.0029 train_time:10748683ms step_avg:722.50ms
step:14888/40500 train_loss:1.5846 aux_loss:0.0030 train_time:10749408ms step_avg:722.50ms
step:14889/40500 train_loss:1.6073 aux_loss:0.0029 train_time:10750133ms step_avg:722.50ms
step:14890/40500 train_loss:1.6039 aux_loss:0.0028 train_time:10750854ms step_avg:722.50ms
step:14891/40500 train_loss:1.6052 aux_loss:0.0029 train_time:10751577ms step_avg:722.50ms
step:14892/40500 train_loss:1.6475 aux_loss:0.0029 train_time:10752300ms step_avg:722.50ms
step:14893/40500 train_loss:1.6477 aux_loss:0.0029 train_time:10753026ms step_avg:722.50ms
step:14894/40500 train_loss:1.6068 aux_loss:0.0031 train_time:10753751ms step_avg:722.50ms
step:14895/40500 train_loss:1.5916 aux_loss:0.0030 train_time:10754474ms step_avg:722.50ms
step:14896/40500 train_loss:1.6019 aux_loss:0.0033 train_time:10755200ms step_avg:722.50ms
step:14897/40500 train_loss:1.6120 aux_loss:0.0030 train_time:10755922ms step_avg:722.50ms
step:14898/40500 train_loss:1.6155 aux_loss:0.0030 train_time:10756649ms step_avg:722.50ms
step:14899/40500 train_loss:1.5912 aux_loss:0.0029 train_time:10757371ms step_avg:722.50ms
step:14900/40500 train_loss:1.6163 aux_loss:0.0029 train_time:10758094ms step_avg:722.50ms
step:14901/40500 train_loss:1.5787 aux_loss:0.0028 train_time:10758817ms step_avg:722.50ms
step:14902/40500 train_loss:1.6524 aux_loss:0.0029 train_time:10759541ms step_avg:722.50ms
step:14903/40500 train_loss:1.6263 aux_loss:0.0029 train_time:10760265ms step_avg:722.50ms
step:14904/40500 train_loss:1.6293 aux_loss:0.0029 train_time:10760989ms step_avg:722.50ms
step:14905/40500 train_loss:1.5629 aux_loss:0.0028 train_time:10761711ms step_avg:722.50ms
step:14906/40500 train_loss:1.6128 aux_loss:0.0028 train_time:10762435ms step_avg:722.51ms
step:14907/40500 train_loss:1.6158 aux_loss:0.0030 train_time:10763156ms step_avg:722.50ms
step:14908/40500 train_loss:1.5764 aux_loss:0.0029 train_time:10763879ms step_avg:722.50ms
step:14909/40500 train_loss:1.6499 aux_loss:0.0029 train_time:10764600ms step_avg:722.50ms
step:14910/40500 train_loss:1.5875 aux_loss:0.0032 train_time:10765322ms step_avg:722.50ms
step:14911/40500 train_loss:1.6588 aux_loss:0.0028 train_time:10766046ms step_avg:722.50ms
step:14912/40500 train_loss:1.5898 aux_loss:0.0029 train_time:10766769ms step_avg:722.50ms
step:14913/40500 train_loss:1.6092 aux_loss:0.0031 train_time:10767491ms step_avg:722.50ms
step:14914/40500 train_loss:1.6378 aux_loss:0.0029 train_time:10768214ms step_avg:722.50ms
step:14915/40500 train_loss:1.5767 aux_loss:0.0027 train_time:10768938ms step_avg:722.51ms
step:14916/40500 train_loss:1.6975 aux_loss:0.0029 train_time:10769661ms step_avg:722.51ms
step:14917/40500 train_loss:1.6369 aux_loss:0.0030 train_time:10770385ms step_avg:722.51ms
step:14918/40500 train_loss:1.6734 aux_loss:0.0029 train_time:10771106ms step_avg:722.51ms
step:14919/40500 train_loss:1.5675 aux_loss:0.0028 train_time:10771829ms step_avg:722.51ms
step:14920/40500 train_loss:1.5991 aux_loss:0.0031 train_time:10772552ms step_avg:722.51ms
step:14921/40500 train_loss:1.7067 aux_loss:0.0030 train_time:10773278ms step_avg:722.51ms
step:14922/40500 train_loss:1.6198 aux_loss:0.0027 train_time:10773999ms step_avg:722.51ms
step:14923/40500 train_loss:1.6059 aux_loss:0.0032 train_time:10774724ms step_avg:722.51ms
step:14924/40500 train_loss:1.5959 aux_loss:0.0028 train_time:10775447ms step_avg:722.51ms
step:14925/40500 train_loss:1.6640 aux_loss:0.0027 train_time:10776169ms step_avg:722.51ms
step:14926/40500 train_loss:1.6512 aux_loss:0.0028 train_time:10776893ms step_avg:722.51ms
step:14927/40500 train_loss:1.6220 aux_loss:0.0030 train_time:10777619ms step_avg:722.51ms
step:14928/40500 train_loss:1.6450 aux_loss:0.0029 train_time:10778344ms step_avg:722.51ms
step:14929/40500 train_loss:1.5861 aux_loss:0.0027 train_time:10779067ms step_avg:722.51ms
step:14930/40500 train_loss:1.5846 aux_loss:0.0029 train_time:10779791ms step_avg:722.51ms
step:14931/40500 train_loss:1.6602 aux_loss:0.0028 train_time:10780516ms step_avg:722.51ms
step:14932/40500 train_loss:1.5502 aux_loss:0.0040 train_time:10781241ms step_avg:722.51ms
step:14933/40500 train_loss:1.6049 aux_loss:0.0027 train_time:10781964ms step_avg:722.51ms
step:14934/40500 train_loss:1.6263 aux_loss:0.0027 train_time:10782687ms step_avg:722.51ms
step:14935/40500 train_loss:1.6310 aux_loss:0.0029 train_time:10783410ms step_avg:722.51ms
step:14936/40500 train_loss:1.6919 aux_loss:0.0030 train_time:10784134ms step_avg:722.51ms
step:14937/40500 train_loss:1.6425 aux_loss:0.0030 train_time:10784857ms step_avg:722.51ms
step:14938/40500 train_loss:1.6475 aux_loss:0.0030 train_time:10785582ms step_avg:722.51ms
step:14939/40500 train_loss:1.6697 aux_loss:0.0031 train_time:10786302ms step_avg:722.51ms
step:14940/40500 train_loss:1.6409 aux_loss:0.0031 train_time:10787025ms step_avg:722.51ms
step:14941/40500 train_loss:1.6237 aux_loss:0.0030 train_time:10787749ms step_avg:722.51ms
step:14942/40500 train_loss:1.6768 aux_loss:0.0030 train_time:10788474ms step_avg:722.51ms
step:14943/40500 train_loss:1.5985 aux_loss:0.0029 train_time:10789198ms step_avg:722.51ms
step:14944/40500 train_loss:1.5810 aux_loss:0.0027 train_time:10789921ms step_avg:722.51ms
step:14945/40500 train_loss:1.6072 aux_loss:0.0030 train_time:10790641ms step_avg:722.51ms
step:14946/40500 train_loss:1.6192 aux_loss:0.0031 train_time:10791366ms step_avg:722.51ms
step:14947/40500 train_loss:1.6200 aux_loss:0.0028 train_time:10792087ms step_avg:722.51ms
step:14948/40500 train_loss:1.6026 aux_loss:0.0028 train_time:10792813ms step_avg:722.51ms
step:14949/40500 train_loss:1.6456 aux_loss:0.0029 train_time:10793538ms step_avg:722.51ms
step:14950/40500 train_loss:1.6775 aux_loss:0.0029 train_time:10794259ms step_avg:722.51ms
step:14951/40500 train_loss:1.5876 aux_loss:0.0029 train_time:10794980ms step_avg:722.51ms
step:14952/40500 train_loss:1.6657 aux_loss:0.0028 train_time:10795703ms step_avg:722.51ms
step:14953/40500 train_loss:1.5727 aux_loss:0.0028 train_time:10796427ms step_avg:722.51ms
step:14954/40500 train_loss:1.7103 aux_loss:0.0031 train_time:10797150ms step_avg:722.51ms
step:14955/40500 train_loss:1.6831 aux_loss:0.0029 train_time:10797877ms step_avg:722.51ms
step:14956/40500 train_loss:1.6379 aux_loss:0.0030 train_time:10798600ms step_avg:722.51ms
step:14957/40500 train_loss:1.6230 aux_loss:0.0032 train_time:10799319ms step_avg:722.51ms
step:14958/40500 train_loss:1.6450 aux_loss:0.0029 train_time:10800042ms step_avg:722.51ms
step:14959/40500 train_loss:1.6108 aux_loss:0.0030 train_time:10800765ms step_avg:722.51ms
step:14960/40500 train_loss:1.6568 aux_loss:0.0029 train_time:10801489ms step_avg:722.51ms
step:14961/40500 train_loss:1.6171 aux_loss:0.0028 train_time:10802214ms step_avg:722.51ms
step:14962/40500 train_loss:1.6428 aux_loss:0.0029 train_time:10802937ms step_avg:722.51ms
step:14963/40500 train_loss:1.6848 aux_loss:0.0028 train_time:10803660ms step_avg:722.51ms
step:14964/40500 train_loss:1.6799 aux_loss:0.0029 train_time:10804383ms step_avg:722.51ms
step:14965/40500 train_loss:1.6392 aux_loss:0.0030 train_time:10805107ms step_avg:722.51ms
step:14966/40500 train_loss:1.5748 aux_loss:0.0028 train_time:10805831ms step_avg:722.51ms
step:14967/40500 train_loss:1.6967 aux_loss:0.0029 train_time:10806556ms step_avg:722.51ms
step:14968/40500 train_loss:1.6366 aux_loss:0.0031 train_time:10807279ms step_avg:722.51ms
step:14969/40500 train_loss:1.6464 aux_loss:0.0029 train_time:10808003ms step_avg:722.51ms
step:14970/40500 train_loss:1.6494 aux_loss:0.0030 train_time:10808726ms step_avg:722.51ms
step:14971/40500 train_loss:1.6496 aux_loss:0.0030 train_time:10809450ms step_avg:722.51ms
step:14972/40500 train_loss:1.6642 aux_loss:0.0030 train_time:10810174ms step_avg:722.51ms
step:14973/40500 train_loss:1.5776 aux_loss:0.0027 train_time:10810895ms step_avg:722.51ms
step:14974/40500 train_loss:1.6673 aux_loss:0.0033 train_time:10811617ms step_avg:722.51ms
step:14975/40500 train_loss:1.6072 aux_loss:0.0029 train_time:10812340ms step_avg:722.51ms
step:14976/40500 train_loss:1.6355 aux_loss:0.0029 train_time:10813058ms step_avg:722.51ms
step:14977/40500 train_loss:1.5746 aux_loss:0.0029 train_time:10813778ms step_avg:722.51ms
step:14978/40500 train_loss:1.6302 aux_loss:0.0038 train_time:10814497ms step_avg:722.51ms
step:14979/40500 train_loss:1.6418 aux_loss:0.0027 train_time:10815213ms step_avg:722.51ms
step:14980/40500 train_loss:1.6272 aux_loss:0.0030 train_time:10815931ms step_avg:722.51ms
step:14981/40500 train_loss:1.6189 aux_loss:0.0030 train_time:10816650ms step_avg:722.51ms
step:14982/40500 train_loss:1.5934 aux_loss:0.0030 train_time:10817369ms step_avg:722.51ms
step:14983/40500 train_loss:1.6507 aux_loss:0.0029 train_time:10818088ms step_avg:722.51ms
step:14984/40500 train_loss:1.6724 aux_loss:0.0030 train_time:10818808ms step_avg:722.51ms
step:14985/40500 train_loss:1.6610 aux_loss:0.0030 train_time:10819526ms step_avg:722.51ms
step:14986/40500 train_loss:1.6177 aux_loss:0.0028 train_time:10820246ms step_avg:722.51ms
step:14987/40500 train_loss:1.6507 aux_loss:0.0032 train_time:10820965ms step_avg:722.51ms
step:14988/40500 train_loss:1.6582 aux_loss:0.0031 train_time:10821687ms step_avg:722.51ms
step:14989/40500 train_loss:1.6036 aux_loss:0.0031 train_time:10822405ms step_avg:722.51ms
step:14990/40500 train_loss:1.5651 aux_loss:0.0028 train_time:10823125ms step_avg:722.50ms
step:14991/40500 train_loss:1.6517 aux_loss:0.0027 train_time:10823844ms step_avg:722.50ms
step:14992/40500 train_loss:1.6838 aux_loss:0.0027 train_time:10824562ms step_avg:722.50ms
step:14993/40500 train_loss:1.6042 aux_loss:0.0027 train_time:10825282ms step_avg:722.50ms
step:14994/40500 train_loss:1.5922 aux_loss:0.0028 train_time:10826004ms step_avg:722.50ms
step:14995/40500 train_loss:1.6299 aux_loss:0.0029 train_time:10826723ms step_avg:722.50ms
step:14996/40500 train_loss:1.5600 aux_loss:0.0028 train_time:10827440ms step_avg:722.50ms
step:14997/40500 train_loss:1.6832 aux_loss:0.0027 train_time:10828162ms step_avg:722.50ms
step:14998/40500 train_loss:1.6285 aux_loss:0.0028 train_time:10828882ms step_avg:722.50ms
step:14999/40500 train_loss:1.5874 aux_loss:0.0029 train_time:10829601ms step_avg:722.50ms
step:15000/40500 train_loss:1.5696 aux_loss:0.0030 train_time:10830322ms step_avg:722.50ms
step:15001/40500 train_loss:1.6959 aux_loss:0.0029 train_time:10831041ms step_avg:722.50ms
step:15002/40500 train_loss:1.6852 aux_loss:0.0029 train_time:10831760ms step_avg:722.50ms
step:15003/40500 train_loss:1.5972 aux_loss:0.0029 train_time:10832479ms step_avg:722.50ms
step:15004/40500 train_loss:1.5975 aux_loss:0.0028 train_time:10833196ms step_avg:722.50ms
step:15005/40500 train_loss:1.6343 aux_loss:0.0028 train_time:10833915ms step_avg:722.50ms
step:15006/40500 train_loss:1.6326 aux_loss:0.0029 train_time:10834634ms step_avg:722.50ms
step:15007/40500 train_loss:1.6047 aux_loss:0.0028 train_time:10835353ms step_avg:722.50ms
step:15008/40500 train_loss:1.6529 aux_loss:0.0030 train_time:10836070ms step_avg:722.50ms
step:15009/40500 train_loss:1.5813 aux_loss:0.0040 train_time:10836788ms step_avg:722.50ms
step:15010/40500 train_loss:1.6305 aux_loss:0.0030 train_time:10837505ms step_avg:722.50ms
step:15011/40500 train_loss:1.6216 aux_loss:0.0029 train_time:10838225ms step_avg:722.50ms
step:15012/40500 train_loss:1.6436 aux_loss:0.0029 train_time:10838944ms step_avg:722.50ms
step:15013/40500 train_loss:1.5957 aux_loss:0.0028 train_time:10839663ms step_avg:722.50ms
step:15014/40500 train_loss:1.6076 aux_loss:0.0028 train_time:10840384ms step_avg:722.50ms
step:15015/40500 train_loss:1.6965 aux_loss:0.0028 train_time:10841104ms step_avg:722.50ms
step:15016/40500 train_loss:1.5854 aux_loss:0.0030 train_time:10841822ms step_avg:722.50ms
step:15017/40500 train_loss:1.6011 aux_loss:0.0029 train_time:10842542ms step_avg:722.50ms
step:15018/40500 train_loss:1.6396 aux_loss:0.0050 train_time:10843261ms step_avg:722.50ms
step:15019/40500 train_loss:1.5880 aux_loss:0.0028 train_time:10843980ms step_avg:722.50ms
step:15020/40500 train_loss:1.5907 aux_loss:0.0030 train_time:10844699ms step_avg:722.50ms
step:15021/40500 train_loss:1.6790 aux_loss:0.0030 train_time:10845420ms step_avg:722.50ms
step:15022/40500 train_loss:1.6415 aux_loss:0.0031 train_time:10846139ms step_avg:722.50ms
step:15023/40500 train_loss:1.6312 aux_loss:0.0029 train_time:10846858ms step_avg:722.50ms
step:15024/40500 train_loss:1.6082 aux_loss:0.0030 train_time:10847580ms step_avg:722.50ms
step:15025/40500 train_loss:1.6164 aux_loss:0.0030 train_time:10848297ms step_avg:722.50ms
step:15026/40500 train_loss:1.6692 aux_loss:0.0029 train_time:10849014ms step_avg:722.50ms
step:15027/40500 train_loss:1.6703 aux_loss:0.0030 train_time:10849733ms step_avg:722.50ms
step:15028/40500 train_loss:1.5982 aux_loss:0.0031 train_time:10850451ms step_avg:722.50ms
step:15029/40500 train_loss:1.6857 aux_loss:0.0030 train_time:10851169ms step_avg:722.50ms
step:15030/40500 train_loss:1.5839 aux_loss:0.0030 train_time:10851888ms step_avg:722.50ms
step:15031/40500 train_loss:1.6701 aux_loss:0.0029 train_time:10852606ms step_avg:722.50ms
step:15032/40500 train_loss:1.5822 aux_loss:0.0029 train_time:10853323ms step_avg:722.50ms
step:15033/40500 train_loss:1.6440 aux_loss:0.0028 train_time:10854043ms step_avg:722.50ms
step:15034/40500 train_loss:1.5906 aux_loss:0.0037 train_time:10854760ms step_avg:722.49ms
step:15035/40500 train_loss:1.5542 aux_loss:0.0028 train_time:10855480ms step_avg:722.49ms
step:15036/40500 train_loss:1.5921 aux_loss:0.0030 train_time:10856199ms step_avg:722.49ms
step:15037/40500 train_loss:1.6450 aux_loss:0.0028 train_time:10856916ms step_avg:722.49ms
step:15038/40500 train_loss:1.6146 aux_loss:0.0031 train_time:10857636ms step_avg:722.49ms
step:15039/40500 train_loss:1.6112 aux_loss:0.0029 train_time:10858358ms step_avg:722.49ms
step:15040/40500 train_loss:1.6105 aux_loss:0.0029 train_time:10859077ms step_avg:722.49ms
step:15041/40500 train_loss:1.6505 aux_loss:0.0030 train_time:10859796ms step_avg:722.49ms
step:15042/40500 train_loss:1.6266 aux_loss:0.0030 train_time:10860516ms step_avg:722.49ms
step:15043/40500 train_loss:1.6831 aux_loss:0.0029 train_time:10861234ms step_avg:722.49ms
step:15044/40500 train_loss:1.6215 aux_loss:0.0030 train_time:10861953ms step_avg:722.49ms
step:15045/40500 train_loss:1.6752 aux_loss:0.0029 train_time:10862672ms step_avg:722.49ms
step:15046/40500 train_loss:1.5668 aux_loss:0.0033 train_time:10863391ms step_avg:722.49ms
step:15047/40500 train_loss:1.5894 aux_loss:0.0034 train_time:10864109ms step_avg:722.49ms
step:15048/40500 train_loss:1.6585 aux_loss:0.0031 train_time:10864830ms step_avg:722.49ms
step:15049/40500 train_loss:1.7036 aux_loss:0.0031 train_time:10865549ms step_avg:722.49ms
step:15050/40500 train_loss:1.6140 aux_loss:0.0034 train_time:10866267ms step_avg:722.49ms
step:15051/40500 train_loss:1.6063 aux_loss:0.0030 train_time:10866987ms step_avg:722.49ms
step:15052/40500 train_loss:1.6307 aux_loss:0.0029 train_time:10867706ms step_avg:722.49ms
step:15053/40500 train_loss:1.6629 aux_loss:0.0030 train_time:10868425ms step_avg:722.49ms
step:15054/40500 train_loss:1.6186 aux_loss:0.0029 train_time:10869143ms step_avg:722.49ms
step:15055/40500 train_loss:1.5710 aux_loss:0.0029 train_time:10869863ms step_avg:722.49ms
step:15056/40500 train_loss:1.6331 aux_loss:0.0031 train_time:10870581ms step_avg:722.49ms
step:15057/40500 train_loss:1.6390 aux_loss:0.0031 train_time:10871301ms step_avg:722.49ms
step:15058/40500 train_loss:1.5879 aux_loss:0.0030 train_time:10872018ms step_avg:722.49ms
step:15059/40500 train_loss:1.6464 aux_loss:0.0028 train_time:10872737ms step_avg:722.49ms
step:15060/40500 train_loss:1.7065 aux_loss:0.0029 train_time:10873456ms step_avg:722.49ms
step:15061/40500 train_loss:1.6284 aux_loss:0.0029 train_time:10874175ms step_avg:722.49ms
step:15062/40500 train_loss:1.6181 aux_loss:0.0027 train_time:10874894ms step_avg:722.49ms
step:15063/40500 train_loss:1.6308 aux_loss:0.0028 train_time:10875613ms step_avg:722.49ms
step:15064/40500 train_loss:1.6015 aux_loss:0.0028 train_time:10876333ms step_avg:722.49ms
step:15065/40500 train_loss:1.6172 aux_loss:0.0028 train_time:10877053ms step_avg:722.49ms
step:15066/40500 train_loss:1.7553 aux_loss:0.0028 train_time:10877772ms step_avg:722.49ms
step:15067/40500 train_loss:1.7185 aux_loss:0.0028 train_time:10878492ms step_avg:722.49ms
step:15068/40500 train_loss:1.6295 aux_loss:0.0030 train_time:10879213ms step_avg:722.49ms
step:15069/40500 train_loss:1.6341 aux_loss:0.0028 train_time:10879932ms step_avg:722.49ms
step:15070/40500 train_loss:1.6435 aux_loss:0.0028 train_time:10880651ms step_avg:722.49ms
step:15071/40500 train_loss:1.6101 aux_loss:0.0029 train_time:10881372ms step_avg:722.49ms
step:15072/40500 train_loss:1.6291 aux_loss:0.0028 train_time:10882091ms step_avg:722.49ms
step:15073/40500 train_loss:1.6752 aux_loss:0.0031 train_time:10882809ms step_avg:722.49ms
step:15074/40500 train_loss:1.6765 aux_loss:0.0029 train_time:10883530ms step_avg:722.49ms
step:15075/40500 train_loss:1.5943 aux_loss:0.0029 train_time:10884251ms step_avg:722.49ms
step:15076/40500 train_loss:1.6055 aux_loss:0.0037 train_time:10884967ms step_avg:722.49ms
step:15077/40500 train_loss:1.6517 aux_loss:0.0029 train_time:10885686ms step_avg:722.49ms
step:15078/40500 train_loss:1.6339 aux_loss:0.0029 train_time:10886407ms step_avg:722.49ms
step:15079/40500 train_loss:1.6119 aux_loss:0.0029 train_time:10887127ms step_avg:722.49ms
step:15080/40500 train_loss:1.6972 aux_loss:0.0029 train_time:10887846ms step_avg:722.48ms
step:15081/40500 train_loss:1.6241 aux_loss:0.0030 train_time:10888568ms step_avg:722.48ms
step:15082/40500 train_loss:1.6072 aux_loss:0.0028 train_time:10889288ms step_avg:722.48ms
step:15083/40500 train_loss:1.5748 aux_loss:0.0029 train_time:10890005ms step_avg:722.48ms
step:15084/40500 train_loss:1.6430 aux_loss:0.0030 train_time:10890726ms step_avg:722.48ms
step:15085/40500 train_loss:1.6610 aux_loss:0.0029 train_time:10891445ms step_avg:722.48ms
step:15086/40500 train_loss:1.5953 aux_loss:0.0028 train_time:10892163ms step_avg:722.48ms
step:15087/40500 train_loss:1.6897 aux_loss:0.0027 train_time:10892883ms step_avg:722.48ms
step:15088/40500 train_loss:1.6561 aux_loss:0.0028 train_time:10893601ms step_avg:722.48ms
step:15089/40500 train_loss:1.6137 aux_loss:0.0029 train_time:10894320ms step_avg:722.48ms
step:15090/40500 train_loss:1.6139 aux_loss:0.0029 train_time:10895038ms step_avg:722.48ms
step:15091/40500 train_loss:1.6260 aux_loss:0.0033 train_time:10895758ms step_avg:722.48ms
step:15092/40500 train_loss:1.6717 aux_loss:0.0031 train_time:10896477ms step_avg:722.48ms
step:15093/40500 train_loss:1.5992 aux_loss:0.0030 train_time:10897196ms step_avg:722.48ms
step:15094/40500 train_loss:1.6759 aux_loss:0.0029 train_time:10897914ms step_avg:722.48ms
step:15095/40500 train_loss:1.5952 aux_loss:0.0028 train_time:10898633ms step_avg:722.48ms
step:15096/40500 train_loss:1.6440 aux_loss:0.0028 train_time:10899352ms step_avg:722.48ms
step:15097/40500 train_loss:1.6458 aux_loss:0.0027 train_time:10900070ms step_avg:722.48ms
step:15098/40500 train_loss:1.6404 aux_loss:0.0027 train_time:10900789ms step_avg:722.48ms
step:15099/40500 train_loss:1.6188 aux_loss:0.0033 train_time:10901508ms step_avg:722.48ms
step:15100/40500 train_loss:1.6532 aux_loss:0.0030 train_time:10902226ms step_avg:722.48ms
step:15101/40500 train_loss:1.6093 aux_loss:0.0029 train_time:10902946ms step_avg:722.48ms
step:15102/40500 train_loss:1.6200 aux_loss:0.0028 train_time:10903665ms step_avg:722.48ms
step:15103/40500 train_loss:1.7001 aux_loss:0.0028 train_time:10904383ms step_avg:722.48ms
step:15104/40500 train_loss:1.6410 aux_loss:0.0030 train_time:10905102ms step_avg:722.48ms
step:15105/40500 train_loss:1.6713 aux_loss:0.0030 train_time:10905821ms step_avg:722.48ms
step:15106/40500 train_loss:1.6717 aux_loss:0.0031 train_time:10906541ms step_avg:722.48ms
step:15107/40500 train_loss:1.5924 aux_loss:0.0031 train_time:10907261ms step_avg:722.48ms
step:15108/40500 train_loss:1.6186 aux_loss:0.0030 train_time:10907979ms step_avg:722.48ms
step:15109/40500 train_loss:1.6088 aux_loss:0.0031 train_time:10908699ms step_avg:722.48ms
step:15110/40500 train_loss:1.6640 aux_loss:0.0031 train_time:10909418ms step_avg:722.48ms
step:15111/40500 train_loss:1.6144 aux_loss:0.0028 train_time:10910137ms step_avg:722.48ms
step:15112/40500 train_loss:1.6397 aux_loss:0.0032 train_time:10910856ms step_avg:722.48ms
step:15113/40500 train_loss:1.6506 aux_loss:0.0028 train_time:10911581ms step_avg:722.48ms
step:15114/40500 train_loss:1.6358 aux_loss:0.0029 train_time:10912301ms step_avg:722.48ms
step:15115/40500 train_loss:1.5980 aux_loss:0.0039 train_time:10913019ms step_avg:722.48ms
step:15116/40500 train_loss:1.6183 aux_loss:0.0029 train_time:10913739ms step_avg:722.48ms
step:15117/40500 train_loss:1.6430 aux_loss:0.0029 train_time:10914459ms step_avg:722.48ms
step:15118/40500 train_loss:1.6188 aux_loss:0.0028 train_time:10915178ms step_avg:722.48ms
step:15119/40500 train_loss:1.6468 aux_loss:0.0029 train_time:10915894ms step_avg:722.48ms
step:15120/40500 train_loss:1.6452 aux_loss:0.0030 train_time:10916611ms step_avg:722.48ms
step:15121/40500 train_loss:1.5932 aux_loss:0.0030 train_time:10917331ms step_avg:722.48ms
step:15122/40500 train_loss:1.6116 aux_loss:0.0029 train_time:10918051ms step_avg:722.48ms
step:15123/40500 train_loss:1.5789 aux_loss:0.0027 train_time:10918769ms step_avg:722.48ms
step:15124/40500 train_loss:1.6141 aux_loss:0.0028 train_time:10919489ms step_avg:722.48ms
step:15125/40500 train_loss:1.5990 aux_loss:0.0029 train_time:10920210ms step_avg:722.48ms
step:15126/40500 train_loss:1.6652 aux_loss:0.0029 train_time:10920929ms step_avg:722.47ms
step:15127/40500 train_loss:1.5906 aux_loss:0.0031 train_time:10921647ms step_avg:722.47ms
step:15128/40500 train_loss:1.6614 aux_loss:0.0029 train_time:10922366ms step_avg:722.47ms
step:15129/40500 train_loss:1.6330 aux_loss:0.0030 train_time:10923085ms step_avg:722.47ms
step:15130/40500 train_loss:1.6435 aux_loss:0.0029 train_time:10923804ms step_avg:722.47ms
step:15131/40500 train_loss:1.6347 aux_loss:0.0028 train_time:10924522ms step_avg:722.47ms
step:15132/40500 train_loss:1.6263 aux_loss:0.0028 train_time:10925241ms step_avg:722.47ms
step:15133/40500 train_loss:1.6484 aux_loss:0.0029 train_time:10925962ms step_avg:722.47ms
step:15134/40500 train_loss:1.6048 aux_loss:0.0029 train_time:10926679ms step_avg:722.47ms
step:15135/40500 train_loss:1.6498 aux_loss:0.0029 train_time:10927400ms step_avg:722.47ms
step:15136/40500 train_loss:1.6280 aux_loss:0.0027 train_time:10928119ms step_avg:722.47ms
step:15137/40500 train_loss:1.6142 aux_loss:0.0028 train_time:10928839ms step_avg:722.47ms
step:15138/40500 train_loss:1.6732 aux_loss:0.0030 train_time:10929559ms step_avg:722.47ms
step:15139/40500 train_loss:1.6329 aux_loss:0.0029 train_time:10930279ms step_avg:722.47ms
step:15140/40500 train_loss:1.6353 aux_loss:0.0029 train_time:10930997ms step_avg:722.47ms
step:15141/40500 train_loss:1.5712 aux_loss:0.0030 train_time:10931718ms step_avg:722.47ms
step:15142/40500 train_loss:1.6423 aux_loss:0.0029 train_time:10932437ms step_avg:722.47ms
step:15143/40500 train_loss:1.6238 aux_loss:0.0031 train_time:10933157ms step_avg:722.47ms
step:15144/40500 train_loss:1.6371 aux_loss:0.0031 train_time:10933876ms step_avg:722.47ms
step:15145/40500 train_loss:1.6560 aux_loss:0.0033 train_time:10934596ms step_avg:722.47ms
step:15146/40500 train_loss:1.6014 aux_loss:0.0031 train_time:10935316ms step_avg:722.47ms
step:15147/40500 train_loss:1.6163 aux_loss:0.0030 train_time:10936035ms step_avg:722.47ms
step:15148/40500 train_loss:1.5985 aux_loss:0.0030 train_time:10936753ms step_avg:722.47ms
step:15149/40500 train_loss:1.5742 aux_loss:0.0031 train_time:10937473ms step_avg:722.47ms
step:15150/40500 train_loss:1.6181 aux_loss:0.0029 train_time:10938195ms step_avg:722.47ms
step:15151/40500 train_loss:1.6196 aux_loss:0.0027 train_time:10938913ms step_avg:722.47ms
step:15152/40500 train_loss:1.5969 aux_loss:0.0028 train_time:10939632ms step_avg:722.47ms
step:15153/40500 train_loss:1.6501 aux_loss:0.0029 train_time:10940353ms step_avg:722.47ms
step:15154/40500 train_loss:1.6372 aux_loss:0.0029 train_time:10941072ms step_avg:722.47ms
step:15155/40500 train_loss:1.6565 aux_loss:0.0030 train_time:10941791ms step_avg:722.47ms
step:15156/40500 train_loss:1.6204 aux_loss:0.0028 train_time:10942511ms step_avg:722.47ms
step:15157/40500 train_loss:1.5883 aux_loss:0.0029 train_time:10943230ms step_avg:722.47ms
step:15158/40500 train_loss:1.6251 aux_loss:0.0030 train_time:10943952ms step_avg:722.47ms
step:15159/40500 train_loss:1.7045 aux_loss:0.0031 train_time:10944672ms step_avg:722.47ms
step:15160/40500 train_loss:1.6019 aux_loss:0.0027 train_time:10945391ms step_avg:722.47ms
step:15161/40500 train_loss:1.6561 aux_loss:0.0027 train_time:10946109ms step_avg:722.47ms
step:15162/40500 train_loss:1.6042 aux_loss:0.0026 train_time:10946827ms step_avg:722.47ms
step:15163/40500 train_loss:1.5875 aux_loss:0.0027 train_time:10947544ms step_avg:722.47ms
step:15164/40500 train_loss:1.7014 aux_loss:0.0028 train_time:10948262ms step_avg:722.47ms
step:15165/40500 train_loss:1.6772 aux_loss:0.0029 train_time:10948981ms step_avg:722.47ms
step:15166/40500 train_loss:1.6295 aux_loss:0.0029 train_time:10949700ms step_avg:722.47ms
step:15167/40500 train_loss:1.6527 aux_loss:0.0028 train_time:10950418ms step_avg:722.47ms
step:15168/40500 train_loss:1.6927 aux_loss:0.0029 train_time:10951136ms step_avg:722.47ms
step:15169/40500 train_loss:1.6130 aux_loss:0.0031 train_time:10951854ms step_avg:722.47ms
step:15170/40500 train_loss:1.6927 aux_loss:0.0031 train_time:10952571ms step_avg:722.47ms
step:15171/40500 train_loss:1.5992 aux_loss:0.0029 train_time:10953290ms step_avg:722.46ms
step:15172/40500 train_loss:1.6564 aux_loss:0.0035 train_time:10954009ms step_avg:722.46ms
step:15173/40500 train_loss:1.6614 aux_loss:0.0027 train_time:10954729ms step_avg:722.46ms
step:15174/40500 train_loss:1.6277 aux_loss:0.0028 train_time:10955448ms step_avg:722.46ms
step:15175/40500 train_loss:1.6527 aux_loss:0.0027 train_time:10956168ms step_avg:722.46ms
step:15176/40500 train_loss:1.6503 aux_loss:0.0028 train_time:10956888ms step_avg:722.46ms
step:15177/40500 train_loss:1.6154 aux_loss:0.0029 train_time:10957610ms step_avg:722.46ms
step:15178/40500 train_loss:1.5745 aux_loss:0.0032 train_time:10958329ms step_avg:722.46ms
step:15179/40500 train_loss:1.5767 aux_loss:0.0030 train_time:10959051ms step_avg:722.46ms
step:15180/40500 train_loss:1.6757 aux_loss:0.0029 train_time:10959771ms step_avg:722.46ms
step:15181/40500 train_loss:1.6655 aux_loss:0.0026 train_time:10960490ms step_avg:722.46ms
step:15182/40500 train_loss:1.6347 aux_loss:0.0027 train_time:10961208ms step_avg:722.46ms
step:15183/40500 train_loss:1.6583 aux_loss:0.0028 train_time:10961927ms step_avg:722.46ms
step:15184/40500 train_loss:1.6480 aux_loss:0.0026 train_time:10962646ms step_avg:722.46ms
step:15185/40500 train_loss:1.6100 aux_loss:0.0026 train_time:10963365ms step_avg:722.46ms
step:15186/40500 train_loss:1.6836 aux_loss:0.0028 train_time:10964085ms step_avg:722.46ms
step:15187/40500 train_loss:1.5955 aux_loss:0.0030 train_time:10964802ms step_avg:722.46ms
step:15188/40500 train_loss:1.6157 aux_loss:0.0029 train_time:10965521ms step_avg:722.46ms
step:15189/40500 train_loss:1.6788 aux_loss:0.0029 train_time:10966239ms step_avg:722.46ms
step:15190/40500 train_loss:1.5938 aux_loss:0.0028 train_time:10966958ms step_avg:722.46ms
step:15191/40500 train_loss:1.6769 aux_loss:0.0030 train_time:10967675ms step_avg:722.46ms
step:15192/40500 train_loss:1.6368 aux_loss:0.0028 train_time:10968395ms step_avg:722.46ms
step:15193/40500 train_loss:1.6433 aux_loss:0.0029 train_time:10969113ms step_avg:722.46ms
step:15194/40500 train_loss:1.6141 aux_loss:0.0029 train_time:10969831ms step_avg:722.46ms
step:15195/40500 train_loss:1.6554 aux_loss:0.0030 train_time:10970550ms step_avg:722.46ms
step:15196/40500 train_loss:1.7034 aux_loss:0.0031 train_time:10971269ms step_avg:722.46ms
step:15197/40500 train_loss:1.5859 aux_loss:0.0034 train_time:10971989ms step_avg:722.46ms
step:15198/40500 train_loss:1.6486 aux_loss:0.0028 train_time:10972706ms step_avg:722.46ms
step:15199/40500 train_loss:1.6669 aux_loss:0.0030 train_time:10973426ms step_avg:722.46ms
step:15200/40500 train_loss:1.6331 aux_loss:0.0040 train_time:10974144ms step_avg:722.46ms
step:15201/40500 train_loss:1.5917 aux_loss:0.0030 train_time:10974863ms step_avg:722.46ms
step:15202/40500 train_loss:1.6076 aux_loss:0.0029 train_time:10975583ms step_avg:722.46ms
step:15203/40500 train_loss:1.6580 aux_loss:0.0030 train_time:10976303ms step_avg:722.46ms
step:15204/40500 train_loss:1.6043 aux_loss:0.0035 train_time:10977021ms step_avg:722.46ms
step:15205/40500 train_loss:1.5840 aux_loss:0.0029 train_time:10977741ms step_avg:722.46ms
step:15206/40500 train_loss:1.6484 aux_loss:0.0029 train_time:10978458ms step_avg:722.46ms
step:15207/40500 train_loss:1.6000 aux_loss:0.0029 train_time:10979176ms step_avg:722.46ms
step:15208/40500 train_loss:1.6388 aux_loss:0.0028 train_time:10979894ms step_avg:722.46ms
step:15209/40500 train_loss:1.5988 aux_loss:0.0030 train_time:10980613ms step_avg:722.46ms
step:15210/40500 train_loss:1.5793 aux_loss:0.0030 train_time:10981331ms step_avg:722.46ms
step:15211/40500 train_loss:1.6486 aux_loss:0.0031 train_time:10982050ms step_avg:722.46ms
step:15212/40500 train_loss:1.5905 aux_loss:0.0031 train_time:10982769ms step_avg:722.46ms
step:15213/40500 train_loss:1.5977 aux_loss:0.0068 train_time:10983486ms step_avg:722.46ms
step:15214/40500 train_loss:1.5987 aux_loss:0.0030 train_time:10984203ms step_avg:722.45ms
step:15215/40500 train_loss:1.6290 aux_loss:0.0031 train_time:10984923ms step_avg:722.45ms
step:15216/40500 train_loss:1.6248 aux_loss:0.0027 train_time:10985642ms step_avg:722.45ms
step:15217/40500 train_loss:1.6495 aux_loss:0.0028 train_time:10986360ms step_avg:722.45ms
step:15218/40500 train_loss:1.6138 aux_loss:0.0030 train_time:10987080ms step_avg:722.45ms
step:15219/40500 train_loss:1.6118 aux_loss:0.0028 train_time:10987800ms step_avg:722.45ms
step:15220/40500 train_loss:1.6906 aux_loss:0.0030 train_time:10988522ms step_avg:722.45ms
step:15221/40500 train_loss:1.5926 aux_loss:0.0030 train_time:10989241ms step_avg:722.45ms
step:15222/40500 train_loss:1.5975 aux_loss:0.0030 train_time:10989959ms step_avg:722.45ms
step:15223/40500 train_loss:1.6163 aux_loss:0.0029 train_time:10990680ms step_avg:722.45ms
step:15224/40500 train_loss:1.6445 aux_loss:0.0031 train_time:10991400ms step_avg:722.45ms
step:15225/40500 train_loss:1.6868 aux_loss:0.0036 train_time:10992118ms step_avg:722.45ms
step:15226/40500 train_loss:1.7193 aux_loss:0.0030 train_time:10992838ms step_avg:722.45ms
step:15227/40500 train_loss:1.6979 aux_loss:0.0030 train_time:10993559ms step_avg:722.45ms
step:15228/40500 train_loss:1.5895 aux_loss:0.0030 train_time:10994277ms step_avg:722.45ms
step:15229/40500 train_loss:1.6153 aux_loss:0.0028 train_time:10994997ms step_avg:722.45ms
step:15230/40500 train_loss:1.6203 aux_loss:0.0034 train_time:10995717ms step_avg:722.45ms
step:15231/40500 train_loss:1.6367 aux_loss:0.0029 train_time:10996436ms step_avg:722.45ms
step:15232/40500 train_loss:1.6902 aux_loss:0.0029 train_time:10997155ms step_avg:722.45ms
step:15233/40500 train_loss:1.6595 aux_loss:0.0033 train_time:10997874ms step_avg:722.45ms
step:15234/40500 train_loss:1.6085 aux_loss:0.0028 train_time:10998593ms step_avg:722.45ms
step:15235/40500 train_loss:1.6437 aux_loss:0.0028 train_time:10999311ms step_avg:722.45ms
step:15236/40500 train_loss:1.6753 aux_loss:0.0028 train_time:11000029ms step_avg:722.45ms
step:15237/40500 train_loss:1.6687 aux_loss:0.0032 train_time:11000747ms step_avg:722.45ms
step:15238/40500 train_loss:1.6528 aux_loss:0.0028 train_time:11001465ms step_avg:722.45ms
step:15239/40500 train_loss:1.6081 aux_loss:0.0033 train_time:11002184ms step_avg:722.45ms
step:15240/40500 train_loss:1.5960 aux_loss:0.0030 train_time:11002901ms step_avg:722.45ms
step:15241/40500 train_loss:1.6743 aux_loss:0.0033 train_time:11003619ms step_avg:722.45ms
step:15242/40500 train_loss:1.6494 aux_loss:0.0029 train_time:11004338ms step_avg:722.45ms
step:15243/40500 train_loss:1.5872 aux_loss:0.0030 train_time:11005057ms step_avg:722.45ms
step:15244/40500 train_loss:1.5934 aux_loss:0.0030 train_time:11005775ms step_avg:722.45ms
step:15245/40500 train_loss:1.6453 aux_loss:0.0029 train_time:11006495ms step_avg:722.45ms
step:15246/40500 train_loss:1.6749 aux_loss:0.0030 train_time:11007214ms step_avg:722.45ms
step:15247/40500 train_loss:1.6464 aux_loss:0.0030 train_time:11007933ms step_avg:722.45ms
step:15248/40500 train_loss:1.6481 aux_loss:0.0029 train_time:11008652ms step_avg:722.45ms
step:15249/40500 train_loss:1.6484 aux_loss:0.0030 train_time:11009372ms step_avg:722.45ms
step:15250/40500 train_loss:1.6653 aux_loss:0.0031 train_time:11010086ms step_avg:722.45ms
step:15251/40500 train_loss:1.6022 aux_loss:0.0029 train_time:11010806ms step_avg:722.45ms
step:15252/40500 train_loss:1.6686 aux_loss:0.0030 train_time:11011524ms step_avg:722.45ms
step:15253/40500 train_loss:1.6220 aux_loss:0.0032 train_time:11012242ms step_avg:722.45ms
step:15254/40500 train_loss:1.6516 aux_loss:0.0032 train_time:11012962ms step_avg:722.45ms
step:15255/40500 train_loss:1.7003 aux_loss:0.0030 train_time:11013680ms step_avg:722.45ms
step:15256/40500 train_loss:1.6484 aux_loss:0.0028 train_time:11014397ms step_avg:722.45ms
step:15257/40500 train_loss:1.6604 aux_loss:0.0030 train_time:11015115ms step_avg:722.44ms
step:15258/40500 train_loss:1.6315 aux_loss:0.0030 train_time:11015834ms step_avg:722.44ms
step:15259/40500 train_loss:1.6250 aux_loss:0.0031 train_time:11016552ms step_avg:722.44ms
step:15260/40500 train_loss:1.6588 aux_loss:0.0028 train_time:11017272ms step_avg:722.44ms
step:15261/40500 train_loss:1.7008 aux_loss:0.0030 train_time:11017991ms step_avg:722.44ms
step:15262/40500 train_loss:1.6631 aux_loss:0.0037 train_time:11018712ms step_avg:722.44ms
step:15263/40500 train_loss:1.6933 aux_loss:0.0030 train_time:11019431ms step_avg:722.44ms
step:15264/40500 train_loss:1.6048 aux_loss:0.0028 train_time:11020150ms step_avg:722.44ms
step:15265/40500 train_loss:1.6546 aux_loss:0.0030 train_time:11020872ms step_avg:722.44ms
step:15266/40500 train_loss:1.6040 aux_loss:0.0027 train_time:11021592ms step_avg:722.44ms
step:15267/40500 train_loss:1.6651 aux_loss:0.0029 train_time:11022311ms step_avg:722.44ms
step:15268/40500 train_loss:1.5598 aux_loss:0.0028 train_time:11023032ms step_avg:722.44ms
step:15269/40500 train_loss:1.5712 aux_loss:0.0029 train_time:11023749ms step_avg:722.44ms
step:15270/40500 train_loss:1.6282 aux_loss:0.0031 train_time:11024473ms step_avg:722.44ms
step:15271/40500 train_loss:1.5738 aux_loss:0.0028 train_time:11025192ms step_avg:722.44ms
step:15272/40500 train_loss:1.6356 aux_loss:0.0027 train_time:11025909ms step_avg:722.44ms
step:15273/40500 train_loss:1.6524 aux_loss:0.0026 train_time:11026628ms step_avg:722.44ms
step:15274/40500 train_loss:1.6306 aux_loss:0.0027 train_time:11027347ms step_avg:722.44ms
step:15275/40500 train_loss:1.6245 aux_loss:0.0028 train_time:11028066ms step_avg:722.44ms
step:15276/40500 train_loss:1.6529 aux_loss:0.0029 train_time:11028786ms step_avg:722.44ms
step:15277/40500 train_loss:1.6002 aux_loss:0.0031 train_time:11029505ms step_avg:722.44ms
step:15278/40500 train_loss:1.5896 aux_loss:0.0028 train_time:11030225ms step_avg:722.44ms
step:15279/40500 train_loss:1.6377 aux_loss:0.0030 train_time:11030941ms step_avg:722.44ms
step:15280/40500 train_loss:1.5832 aux_loss:0.0030 train_time:11031658ms step_avg:722.44ms
step:15281/40500 train_loss:1.6261 aux_loss:0.0030 train_time:11032377ms step_avg:722.44ms
step:15282/40500 train_loss:1.6232 aux_loss:0.0029 train_time:11033095ms step_avg:722.44ms
step:15283/40500 train_loss:1.6080 aux_loss:0.0033 train_time:11033813ms step_avg:722.44ms
step:15284/40500 train_loss:1.6429 aux_loss:0.0030 train_time:11034532ms step_avg:722.44ms
step:15285/40500 train_loss:1.6319 aux_loss:0.0027 train_time:11035250ms step_avg:722.44ms
step:15286/40500 train_loss:1.6407 aux_loss:0.0027 train_time:11035969ms step_avg:722.44ms
step:15287/40500 train_loss:1.6332 aux_loss:0.0027 train_time:11036688ms step_avg:722.44ms
step:15288/40500 train_loss:1.6382 aux_loss:0.0036 train_time:11037409ms step_avg:722.44ms
step:15289/40500 train_loss:1.5886 aux_loss:0.0029 train_time:11038126ms step_avg:722.44ms
step:15290/40500 train_loss:1.5987 aux_loss:0.0029 train_time:11038846ms step_avg:722.44ms
step:15291/40500 train_loss:1.7242 aux_loss:0.0029 train_time:11039566ms step_avg:722.44ms
step:15292/40500 train_loss:1.6418 aux_loss:0.0031 train_time:11040283ms step_avg:722.44ms
step:15293/40500 train_loss:1.6140 aux_loss:0.0029 train_time:11041002ms step_avg:722.44ms
step:15294/40500 train_loss:1.6265 aux_loss:0.0029 train_time:11041726ms step_avg:722.44ms
step:15295/40500 train_loss:1.6793 aux_loss:0.0030 train_time:11042444ms step_avg:722.44ms
step:15296/40500 train_loss:1.6652 aux_loss:0.0029 train_time:11043164ms step_avg:722.44ms
step:15297/40500 train_loss:1.6541 aux_loss:0.0029 train_time:11043883ms step_avg:722.44ms
step:15298/40500 train_loss:1.6905 aux_loss:0.0032 train_time:11044601ms step_avg:722.44ms
step:15299/40500 train_loss:1.6464 aux_loss:0.0028 train_time:11045319ms step_avg:722.44ms
step:15300/40500 train_loss:1.6183 aux_loss:0.0029 train_time:11046039ms step_avg:722.44ms
step:15301/40500 train_loss:1.6320 aux_loss:0.0028 train_time:11046756ms step_avg:722.44ms
step:15302/40500 train_loss:1.6046 aux_loss:0.0029 train_time:11047473ms step_avg:722.43ms
step:15303/40500 train_loss:1.6768 aux_loss:0.0029 train_time:11048193ms step_avg:722.43ms
step:15304/40500 train_loss:1.6587 aux_loss:0.0027 train_time:11048911ms step_avg:722.43ms
step:15305/40500 train_loss:1.6294 aux_loss:0.0028 train_time:11049629ms step_avg:722.43ms
step:15306/40500 train_loss:1.6770 aux_loss:0.0030 train_time:11050347ms step_avg:722.43ms
step:15307/40500 train_loss:1.6471 aux_loss:0.0031 train_time:11051067ms step_avg:722.43ms
step:15308/40500 train_loss:1.6208 aux_loss:0.0029 train_time:11051786ms step_avg:722.43ms
step:15309/40500 train_loss:1.6629 aux_loss:0.0029 train_time:11052504ms step_avg:722.43ms
step:15310/40500 train_loss:1.6294 aux_loss:0.0027 train_time:11053223ms step_avg:722.43ms
step:15311/40500 train_loss:1.6273 aux_loss:0.0029 train_time:11053942ms step_avg:722.43ms
step:15312/40500 train_loss:1.6263 aux_loss:0.0029 train_time:11054662ms step_avg:722.43ms
step:15313/40500 train_loss:1.6281 aux_loss:0.0031 train_time:11055382ms step_avg:722.43ms
step:15314/40500 train_loss:1.6983 aux_loss:0.0028 train_time:11056102ms step_avg:722.43ms
step:15315/40500 train_loss:1.5986 aux_loss:0.0029 train_time:11056821ms step_avg:722.43ms
step:15316/40500 train_loss:1.6412 aux_loss:0.0029 train_time:11057539ms step_avg:722.43ms
step:15317/40500 train_loss:1.6344 aux_loss:0.0031 train_time:11058258ms step_avg:722.43ms
step:15318/40500 train_loss:1.6704 aux_loss:0.0031 train_time:11058978ms step_avg:722.43ms
step:15319/40500 train_loss:1.5591 aux_loss:0.0032 train_time:11059698ms step_avg:722.43ms
step:15320/40500 train_loss:1.6326 aux_loss:0.0029 train_time:11060419ms step_avg:722.43ms
step:15321/40500 train_loss:1.6261 aux_loss:0.0029 train_time:11061139ms step_avg:722.43ms
step:15322/40500 train_loss:1.6922 aux_loss:0.0030 train_time:11061857ms step_avg:722.43ms
step:15323/40500 train_loss:1.6345 aux_loss:0.0029 train_time:11062577ms step_avg:722.43ms
step:15324/40500 train_loss:1.6155 aux_loss:0.0028 train_time:11063297ms step_avg:722.43ms
step:15325/40500 train_loss:1.6300 aux_loss:0.0029 train_time:11064016ms step_avg:722.43ms
step:15326/40500 train_loss:1.6417 aux_loss:0.0029 train_time:11064736ms step_avg:722.43ms
step:15327/40500 train_loss:1.6266 aux_loss:0.0028 train_time:11065457ms step_avg:722.43ms
step:15328/40500 train_loss:1.6475 aux_loss:0.0030 train_time:11066176ms step_avg:722.43ms
step:15329/40500 train_loss:1.6722 aux_loss:0.0027 train_time:11066896ms step_avg:722.43ms
step:15330/40500 train_loss:1.6703 aux_loss:0.0053 train_time:11067615ms step_avg:722.43ms
step:15331/40500 train_loss:1.6026 aux_loss:0.0028 train_time:11068335ms step_avg:722.43ms
step:15332/40500 train_loss:1.5832 aux_loss:0.0029 train_time:11069055ms step_avg:722.43ms
step:15333/40500 train_loss:1.5923 aux_loss:0.0029 train_time:11069776ms step_avg:722.43ms
step:15334/40500 train_loss:1.5812 aux_loss:0.0028 train_time:11070496ms step_avg:722.43ms
step:15335/40500 train_loss:1.6499 aux_loss:0.0031 train_time:11071215ms step_avg:722.43ms
step:15336/40500 train_loss:1.6220 aux_loss:0.0029 train_time:11071935ms step_avg:722.43ms
step:15337/40500 train_loss:1.6515 aux_loss:0.0027 train_time:11072653ms step_avg:722.43ms
step:15338/40500 train_loss:1.6419 aux_loss:0.0027 train_time:11073372ms step_avg:722.43ms
step:15339/40500 train_loss:1.6739 aux_loss:0.0028 train_time:11074091ms step_avg:722.43ms
step:15340/40500 train_loss:1.6324 aux_loss:0.0028 train_time:11074809ms step_avg:722.43ms
step:15341/40500 train_loss:1.6283 aux_loss:0.0028 train_time:11075527ms step_avg:722.43ms
step:15342/40500 train_loss:1.6237 aux_loss:0.0028 train_time:11076247ms step_avg:722.43ms
step:15343/40500 train_loss:1.5934 aux_loss:0.0031 train_time:11076965ms step_avg:722.43ms
step:15344/40500 train_loss:1.6698 aux_loss:0.0030 train_time:11077683ms step_avg:722.43ms
step:15345/40500 train_loss:1.6232 aux_loss:0.0030 train_time:11078403ms step_avg:722.43ms
step:15346/40500 train_loss:1.6784 aux_loss:0.0030 train_time:11079122ms step_avg:722.43ms
step:15347/40500 train_loss:1.6010 aux_loss:0.0030 train_time:11079841ms step_avg:722.43ms
step:15348/40500 train_loss:1.7096 aux_loss:0.0028 train_time:11080560ms step_avg:722.43ms
step:15349/40500 train_loss:1.5812 aux_loss:0.0027 train_time:11081279ms step_avg:722.43ms
step:15350/40500 train_loss:1.6367 aux_loss:0.0027 train_time:11081996ms step_avg:722.42ms
step:15351/40500 train_loss:1.6373 aux_loss:0.0029 train_time:11082717ms step_avg:722.42ms
step:15352/40500 train_loss:1.6597 aux_loss:0.0029 train_time:11083439ms step_avg:722.42ms
step:15353/40500 train_loss:1.5992 aux_loss:0.0031 train_time:11084157ms step_avg:722.42ms
step:15354/40500 train_loss:1.6590 aux_loss:0.0029 train_time:11084876ms step_avg:722.42ms
step:15355/40500 train_loss:1.6197 aux_loss:0.0029 train_time:11085595ms step_avg:722.42ms
step:15356/40500 train_loss:1.6647 aux_loss:0.0027 train_time:11086314ms step_avg:722.42ms
step:15357/40500 train_loss:1.6188 aux_loss:0.0027 train_time:11087033ms step_avg:722.42ms
step:15358/40500 train_loss:1.6015 aux_loss:0.0030 train_time:11087754ms step_avg:722.42ms
step:15359/40500 train_loss:1.5900 aux_loss:0.0029 train_time:11088475ms step_avg:722.42ms
step:15360/40500 train_loss:1.6033 aux_loss:0.0028 train_time:11089194ms step_avg:722.42ms
step:15361/40500 train_loss:1.7089 aux_loss:0.0028 train_time:11089914ms step_avg:722.42ms
step:15362/40500 train_loss:1.6635 aux_loss:0.0029 train_time:11090633ms step_avg:722.42ms
step:15363/40500 train_loss:1.5871 aux_loss:0.0029 train_time:11091353ms step_avg:722.42ms
step:15364/40500 train_loss:1.6680 aux_loss:0.0029 train_time:11092074ms step_avg:722.42ms
step:15365/40500 train_loss:1.6435 aux_loss:0.0031 train_time:11092793ms step_avg:722.42ms
step:15366/40500 train_loss:1.6515 aux_loss:0.0029 train_time:11093513ms step_avg:722.42ms
step:15367/40500 train_loss:1.6599 aux_loss:0.0030 train_time:11094232ms step_avg:722.42ms
step:15368/40500 train_loss:1.6432 aux_loss:0.0030 train_time:11094951ms step_avg:722.42ms
step:15369/40500 train_loss:1.6605 aux_loss:0.0030 train_time:11095671ms step_avg:722.42ms
step:15370/40500 train_loss:1.6317 aux_loss:0.0034 train_time:11096390ms step_avg:722.42ms
step:15371/40500 train_loss:1.6247 aux_loss:0.0030 train_time:11097110ms step_avg:722.42ms
step:15372/40500 train_loss:1.5902 aux_loss:0.0028 train_time:11097828ms step_avg:722.42ms
step:15373/40500 train_loss:1.6786 aux_loss:0.0030 train_time:11098545ms step_avg:722.42ms
step:15374/40500 train_loss:1.5851 aux_loss:0.0030 train_time:11099268ms step_avg:722.42ms
step:15375/40500 train_loss:1.5826 aux_loss:0.0029 train_time:11099988ms step_avg:722.42ms
step:15376/40500 train_loss:1.6394 aux_loss:0.0029 train_time:11100705ms step_avg:722.42ms
step:15377/40500 train_loss:1.6526 aux_loss:0.0029 train_time:11101424ms step_avg:722.42ms
step:15378/40500 train_loss:1.6411 aux_loss:0.0028 train_time:11102144ms step_avg:722.42ms
step:15379/40500 train_loss:1.5757 aux_loss:0.0029 train_time:11102863ms step_avg:722.42ms
step:15380/40500 train_loss:1.6591 aux_loss:0.0029 train_time:11103581ms step_avg:722.42ms
step:15381/40500 train_loss:1.6300 aux_loss:0.0030 train_time:11104300ms step_avg:722.42ms
step:15382/40500 train_loss:1.5779 aux_loss:0.0029 train_time:11105019ms step_avg:722.42ms
step:15383/40500 train_loss:1.5675 aux_loss:0.0030 train_time:11105738ms step_avg:722.42ms
step:15384/40500 train_loss:1.6364 aux_loss:0.0030 train_time:11106459ms step_avg:722.42ms
step:15385/40500 train_loss:1.6671 aux_loss:0.0030 train_time:11107178ms step_avg:722.42ms
step:15386/40500 train_loss:1.6350 aux_loss:0.0036 train_time:11107897ms step_avg:722.42ms
step:15387/40500 train_loss:1.6100 aux_loss:0.0028 train_time:11108614ms step_avg:722.42ms
step:15388/40500 train_loss:1.6247 aux_loss:0.0030 train_time:11109335ms step_avg:722.42ms
step:15389/40500 train_loss:1.5898 aux_loss:0.0028 train_time:11110053ms step_avg:722.42ms
step:15390/40500 train_loss:1.6077 aux_loss:0.0029 train_time:11110771ms step_avg:722.42ms
step:15391/40500 train_loss:1.6403 aux_loss:0.0028 train_time:11111489ms step_avg:722.42ms
step:15392/40500 train_loss:1.6164 aux_loss:0.0028 train_time:11112208ms step_avg:722.42ms
step:15393/40500 train_loss:1.6543 aux_loss:0.0028 train_time:11112926ms step_avg:722.42ms
step:15394/40500 train_loss:1.6462 aux_loss:0.0042 train_time:11113645ms step_avg:722.42ms
step:15395/40500 train_loss:1.6208 aux_loss:0.0028 train_time:11114365ms step_avg:722.42ms
step:15396/40500 train_loss:1.6336 aux_loss:0.0028 train_time:11115084ms step_avg:722.42ms
step:15397/40500 train_loss:1.6540 aux_loss:0.0033 train_time:11115803ms step_avg:722.42ms
step:15398/40500 train_loss:1.6421 aux_loss:0.0032 train_time:11116522ms step_avg:722.41ms
step:15399/40500 train_loss:1.6001 aux_loss:0.0030 train_time:11117241ms step_avg:722.41ms
step:15400/40500 train_loss:1.6060 aux_loss:0.0031 train_time:11117960ms step_avg:722.41ms
step:15401/40500 train_loss:1.6160 aux_loss:0.0029 train_time:11118680ms step_avg:722.41ms
step:15402/40500 train_loss:1.6579 aux_loss:0.0029 train_time:11119398ms step_avg:722.41ms
step:15403/40500 train_loss:1.6213 aux_loss:0.0031 train_time:11120116ms step_avg:722.41ms
step:15404/40500 train_loss:1.5804 aux_loss:0.0029 train_time:11120836ms step_avg:722.41ms
step:15405/40500 train_loss:1.6602 aux_loss:0.0035 train_time:11121557ms step_avg:722.41ms
step:15406/40500 train_loss:1.6326 aux_loss:0.0029 train_time:11122276ms step_avg:722.41ms
step:15407/40500 train_loss:1.5985 aux_loss:0.0029 train_time:11122995ms step_avg:722.41ms
step:15408/40500 train_loss:1.6367 aux_loss:0.0028 train_time:11123714ms step_avg:722.41ms
step:15409/40500 train_loss:1.5532 aux_loss:0.0028 train_time:11124431ms step_avg:722.41ms
step:15410/40500 train_loss:1.6681 aux_loss:0.0027 train_time:11125151ms step_avg:722.41ms
step:15411/40500 train_loss:1.6224 aux_loss:0.0027 train_time:11125870ms step_avg:722.41ms
step:15412/40500 train_loss:1.6322 aux_loss:0.0029 train_time:11126587ms step_avg:722.41ms
step:15413/40500 train_loss:1.6143 aux_loss:0.0028 train_time:11127306ms step_avg:722.41ms
step:15414/40500 train_loss:1.6146 aux_loss:0.0029 train_time:11128025ms step_avg:722.41ms
step:15415/40500 train_loss:1.5965 aux_loss:0.0029 train_time:11128743ms step_avg:722.41ms
step:15416/40500 train_loss:1.6190 aux_loss:0.0028 train_time:11129464ms step_avg:722.41ms
step:15417/40500 train_loss:1.6507 aux_loss:0.0029 train_time:11130182ms step_avg:722.41ms
step:15418/40500 train_loss:1.6354 aux_loss:0.0030 train_time:11130902ms step_avg:722.41ms
step:15419/40500 train_loss:1.6009 aux_loss:0.0029 train_time:11131620ms step_avg:722.41ms
step:15420/40500 train_loss:1.6316 aux_loss:0.0027 train_time:11132340ms step_avg:722.41ms
step:15421/40500 train_loss:1.6762 aux_loss:0.0029 train_time:11133060ms step_avg:722.41ms
step:15422/40500 train_loss:1.6511 aux_loss:0.0028 train_time:11133778ms step_avg:722.41ms
step:15423/40500 train_loss:1.6005 aux_loss:0.0028 train_time:11134496ms step_avg:722.41ms
step:15424/40500 train_loss:1.5924 aux_loss:0.0029 train_time:11135220ms step_avg:722.41ms
step:15425/40500 train_loss:1.6468 aux_loss:0.0030 train_time:11135939ms step_avg:722.41ms
step:15426/40500 train_loss:1.6705 aux_loss:0.0030 train_time:11136657ms step_avg:722.41ms
step:15427/40500 train_loss:1.5949 aux_loss:0.0028 train_time:11137377ms step_avg:722.41ms
step:15428/40500 train_loss:1.6350 aux_loss:0.0029 train_time:11138097ms step_avg:722.41ms
step:15429/40500 train_loss:1.6033 aux_loss:0.0027 train_time:11138817ms step_avg:722.41ms
step:15430/40500 train_loss:1.6223 aux_loss:0.0029 train_time:11139536ms step_avg:722.41ms
step:15431/40500 train_loss:1.5945 aux_loss:0.0028 train_time:11140255ms step_avg:722.41ms
step:15432/40500 train_loss:1.6307 aux_loss:0.0029 train_time:11140974ms step_avg:722.41ms
step:15433/40500 train_loss:1.6142 aux_loss:0.0030 train_time:11141693ms step_avg:722.41ms
step:15434/40500 train_loss:1.5746 aux_loss:0.0028 train_time:11142414ms step_avg:722.41ms
step:15435/40500 train_loss:1.6237 aux_loss:0.0028 train_time:11143135ms step_avg:722.41ms
step:15436/40500 train_loss:1.6161 aux_loss:0.0028 train_time:11143854ms step_avg:722.41ms
step:15437/40500 train_loss:1.6345 aux_loss:0.0028 train_time:11144576ms step_avg:722.41ms
step:15438/40500 train_loss:1.6600 aux_loss:0.0029 train_time:11145296ms step_avg:722.41ms
step:15439/40500 train_loss:1.6509 aux_loss:0.0029 train_time:11146015ms step_avg:722.41ms
step:15440/40500 train_loss:1.5948 aux_loss:0.0028 train_time:11146735ms step_avg:722.41ms
step:15441/40500 train_loss:1.5948 aux_loss:0.0029 train_time:11147454ms step_avg:722.41ms
step:15442/40500 train_loss:1.7054 aux_loss:0.0028 train_time:11148174ms step_avg:722.41ms
step:15443/40500 train_loss:1.6879 aux_loss:0.0029 train_time:11148896ms step_avg:722.41ms
step:15444/40500 train_loss:1.5819 aux_loss:0.0028 train_time:11149616ms step_avg:722.41ms
step:15445/40500 train_loss:1.6157 aux_loss:0.0033 train_time:11150334ms step_avg:722.41ms
step:15446/40500 train_loss:1.6613 aux_loss:0.0029 train_time:11151054ms step_avg:722.41ms
step:15447/40500 train_loss:1.7008 aux_loss:0.0028 train_time:11151774ms step_avg:722.41ms
step:15448/40500 train_loss:1.6655 aux_loss:0.0029 train_time:11152493ms step_avg:722.41ms
step:15449/40500 train_loss:1.5866 aux_loss:0.0032 train_time:11153211ms step_avg:722.41ms
step:15450/40500 train_loss:1.5983 aux_loss:0.0027 train_time:11153933ms step_avg:722.40ms
step:15451/40500 train_loss:1.6241 aux_loss:0.0028 train_time:11154653ms step_avg:722.40ms
step:15452/40500 train_loss:1.5861 aux_loss:0.0028 train_time:11155370ms step_avg:722.40ms
step:15453/40500 train_loss:1.6029 aux_loss:0.0034 train_time:11156092ms step_avg:722.40ms
step:15454/40500 train_loss:1.6347 aux_loss:0.0027 train_time:11156812ms step_avg:722.40ms
step:15455/40500 train_loss:1.6418 aux_loss:0.0027 train_time:11157533ms step_avg:722.40ms
step:15456/40500 train_loss:1.6667 aux_loss:0.0027 train_time:11158252ms step_avg:722.40ms
step:15457/40500 train_loss:1.6068 aux_loss:0.0027 train_time:11158972ms step_avg:722.40ms
step:15458/40500 train_loss:1.6381 aux_loss:0.0028 train_time:11159691ms step_avg:722.40ms
step:15459/40500 train_loss:1.6505 aux_loss:0.0028 train_time:11160413ms step_avg:722.40ms
step:15460/40500 train_loss:1.5819 aux_loss:0.0027 train_time:11161130ms step_avg:722.40ms
step:15461/40500 train_loss:1.6320 aux_loss:0.0029 train_time:11161850ms step_avg:722.40ms
step:15462/40500 train_loss:1.6173 aux_loss:0.0032 train_time:11162568ms step_avg:722.40ms
step:15463/40500 train_loss:1.6276 aux_loss:0.0027 train_time:11163287ms step_avg:722.40ms
step:15464/40500 train_loss:1.5854 aux_loss:0.0029 train_time:11164006ms step_avg:722.40ms
step:15465/40500 train_loss:1.6455 aux_loss:0.0029 train_time:11164725ms step_avg:722.40ms
step:15466/40500 train_loss:1.6128 aux_loss:0.0029 train_time:11165448ms step_avg:722.40ms
step:15467/40500 train_loss:1.6588 aux_loss:0.0029 train_time:11166169ms step_avg:722.40ms
step:15468/40500 train_loss:1.6688 aux_loss:0.0028 train_time:11166888ms step_avg:722.40ms
step:15469/40500 train_loss:1.6223 aux_loss:0.0028 train_time:11167607ms step_avg:722.40ms
step:15470/40500 train_loss:1.6298 aux_loss:0.0031 train_time:11168327ms step_avg:722.40ms
step:15471/40500 train_loss:1.6963 aux_loss:0.0028 train_time:11169046ms step_avg:722.40ms
step:15472/40500 train_loss:1.6642 aux_loss:0.0029 train_time:11169765ms step_avg:722.40ms
step:15473/40500 train_loss:1.6373 aux_loss:0.0028 train_time:11170485ms step_avg:722.40ms
step:15474/40500 train_loss:1.5959 aux_loss:0.0028 train_time:11171205ms step_avg:722.40ms
step:15475/40500 train_loss:1.6870 aux_loss:0.0028 train_time:11171927ms step_avg:722.40ms
step:15476/40500 train_loss:1.6493 aux_loss:0.0031 train_time:11172649ms step_avg:722.40ms
step:15477/40500 train_loss:1.6262 aux_loss:0.0028 train_time:11173369ms step_avg:722.40ms
step:15478/40500 train_loss:1.6411 aux_loss:0.0029 train_time:11174090ms step_avg:722.40ms
step:15479/40500 train_loss:1.6205 aux_loss:0.0029 train_time:11174810ms step_avg:722.40ms
step:15480/40500 train_loss:1.6570 aux_loss:0.0028 train_time:11175530ms step_avg:722.40ms
step:15481/40500 train_loss:1.5972 aux_loss:0.0029 train_time:11176251ms step_avg:722.40ms
step:15482/40500 train_loss:1.6710 aux_loss:0.0028 train_time:11176971ms step_avg:722.40ms
step:15483/40500 train_loss:1.6382 aux_loss:0.0027 train_time:11177691ms step_avg:722.40ms
step:15484/40500 train_loss:1.6002 aux_loss:0.0028 train_time:11178411ms step_avg:722.40ms
step:15485/40500 train_loss:1.6367 aux_loss:0.0028 train_time:11179132ms step_avg:722.40ms
step:15486/40500 train_loss:1.5853 aux_loss:0.0028 train_time:11179850ms step_avg:722.40ms
step:15487/40500 train_loss:1.6069 aux_loss:0.0030 train_time:11180570ms step_avg:722.40ms
step:15488/40500 train_loss:1.6081 aux_loss:0.0030 train_time:11181290ms step_avg:722.40ms
step:15489/40500 train_loss:1.6624 aux_loss:0.0030 train_time:11182012ms step_avg:722.40ms
step:15490/40500 train_loss:1.6521 aux_loss:0.0030 train_time:11182732ms step_avg:722.40ms
step:15491/40500 train_loss:1.5988 aux_loss:0.0031 train_time:11183450ms step_avg:722.40ms
step:15492/40500 train_loss:1.7068 aux_loss:0.0027 train_time:11184170ms step_avg:722.40ms
step:15493/40500 train_loss:1.6609 aux_loss:0.0029 train_time:11184887ms step_avg:722.40ms
step:15494/40500 train_loss:1.6435 aux_loss:0.0029 train_time:11185606ms step_avg:722.40ms
step:15495/40500 train_loss:1.5534 aux_loss:0.0028 train_time:11186328ms step_avg:722.40ms
step:15496/40500 train_loss:1.5674 aux_loss:0.0028 train_time:11187048ms step_avg:722.40ms
step:15497/40500 train_loss:1.5682 aux_loss:0.0027 train_time:11187768ms step_avg:722.40ms
step:15498/40500 train_loss:1.6147 aux_loss:0.0028 train_time:11188488ms step_avg:722.40ms
step:15499/40500 train_loss:1.5993 aux_loss:0.0029 train_time:11189207ms step_avg:722.40ms
step:15500/40500 train_loss:1.7031 aux_loss:0.0029 train_time:11189928ms step_avg:722.40ms
step:15501/40500 train_loss:1.6077 aux_loss:0.0030 train_time:11190648ms step_avg:722.40ms
step:15502/40500 train_loss:1.7109 aux_loss:0.0030 train_time:11191367ms step_avg:722.40ms
step:15503/40500 train_loss:1.6716 aux_loss:0.0028 train_time:11192089ms step_avg:722.40ms
step:15504/40500 train_loss:1.6230 aux_loss:0.0028 train_time:11192811ms step_avg:722.40ms
step:15505/40500 train_loss:1.5825 aux_loss:0.0029 train_time:11193529ms step_avg:722.40ms
step:15506/40500 train_loss:1.6331 aux_loss:0.0030 train_time:11194249ms step_avg:722.40ms
step:15507/40500 train_loss:1.6086 aux_loss:0.0030 train_time:11194971ms step_avg:722.40ms
step:15508/40500 train_loss:1.6617 aux_loss:0.0030 train_time:11195690ms step_avg:722.40ms
step:15509/40500 train_loss:1.5631 aux_loss:0.0030 train_time:11196410ms step_avg:722.40ms
step:15510/40500 train_loss:1.6358 aux_loss:0.0029 train_time:11197133ms step_avg:722.40ms
step:15511/40500 train_loss:1.6528 aux_loss:0.0028 train_time:11197853ms step_avg:722.40ms
step:15512/40500 train_loss:1.6531 aux_loss:0.0030 train_time:11198575ms step_avg:722.40ms
step:15513/40500 train_loss:1.6381 aux_loss:0.0030 train_time:11199299ms step_avg:722.40ms
step:15514/40500 train_loss:1.6597 aux_loss:0.0033 train_time:11200021ms step_avg:722.40ms
step:15515/40500 train_loss:1.6512 aux_loss:0.0028 train_time:11200743ms step_avg:722.40ms
step:15516/40500 train_loss:1.6498 aux_loss:0.0027 train_time:11201463ms step_avg:722.40ms
step:15517/40500 train_loss:1.5863 aux_loss:0.0029 train_time:11202184ms step_avg:722.40ms
step:15518/40500 train_loss:1.6574 aux_loss:0.0029 train_time:11202904ms step_avg:722.40ms
step:15519/40500 train_loss:1.5623 aux_loss:0.0029 train_time:11203625ms step_avg:722.40ms
step:15520/40500 train_loss:1.6397 aux_loss:0.0028 train_time:11204346ms step_avg:722.39ms
step:15521/40500 train_loss:1.6795 aux_loss:0.0030 train_time:11205066ms step_avg:722.39ms
step:15522/40500 train_loss:1.6465 aux_loss:0.0029 train_time:11205787ms step_avg:722.39ms
step:15523/40500 train_loss:1.6425 aux_loss:0.0028 train_time:11206507ms step_avg:722.39ms
step:15524/40500 train_loss:1.6351 aux_loss:0.0028 train_time:11207228ms step_avg:722.39ms
step:15525/40500 train_loss:1.6484 aux_loss:0.0030 train_time:11207949ms step_avg:722.39ms
step:15526/40500 train_loss:1.6527 aux_loss:0.0029 train_time:11208670ms step_avg:722.39ms
step:15527/40500 train_loss:1.6038 aux_loss:0.0031 train_time:11209391ms step_avg:722.39ms
step:15528/40500 train_loss:1.6442 aux_loss:0.0028 train_time:11210114ms step_avg:722.39ms
step:15529/40500 train_loss:1.6048 aux_loss:0.0028 train_time:11210838ms step_avg:722.39ms
step:15530/40500 train_loss:1.6166 aux_loss:0.0030 train_time:11211560ms step_avg:722.39ms
step:15531/40500 train_loss:1.5840 aux_loss:0.0030 train_time:11212281ms step_avg:722.39ms
step:15532/40500 train_loss:1.6024 aux_loss:0.0032 train_time:11213002ms step_avg:722.39ms
step:15533/40500 train_loss:1.7488 aux_loss:0.0029 train_time:11213722ms step_avg:722.39ms
step:15534/40500 train_loss:1.6261 aux_loss:0.0030 train_time:11214439ms step_avg:722.39ms
step:15535/40500 train_loss:1.5911 aux_loss:0.0028 train_time:11215160ms step_avg:722.39ms
step:15536/40500 train_loss:1.6330 aux_loss:0.0028 train_time:11215881ms step_avg:722.39ms
step:15537/40500 train_loss:1.6930 aux_loss:0.0031 train_time:11216602ms step_avg:722.39ms
step:15538/40500 train_loss:1.6745 aux_loss:0.0033 train_time:11217323ms step_avg:722.39ms
step:15539/40500 train_loss:1.5943 aux_loss:0.0041 train_time:11218044ms step_avg:722.39ms
step:15540/40500 train_loss:1.6462 aux_loss:0.0028 train_time:11218765ms step_avg:722.39ms
step:15541/40500 train_loss:1.6587 aux_loss:0.0032 train_time:11219488ms step_avg:722.39ms
step:15542/40500 train_loss:1.5697 aux_loss:0.0028 train_time:11220209ms step_avg:722.39ms
step:15543/40500 train_loss:1.6264 aux_loss:0.0028 train_time:11220932ms step_avg:722.39ms
step:15544/40500 train_loss:1.5878 aux_loss:0.0027 train_time:11221653ms step_avg:722.39ms
step:15545/40500 train_loss:1.6194 aux_loss:0.0029 train_time:11222376ms step_avg:722.39ms
step:15546/40500 train_loss:1.6202 aux_loss:0.0029 train_time:11223096ms step_avg:722.39ms
step:15547/40500 train_loss:1.5780 aux_loss:0.0029 train_time:11223818ms step_avg:722.39ms
step:15548/40500 train_loss:1.5950 aux_loss:0.0028 train_time:11224539ms step_avg:722.39ms
step:15549/40500 train_loss:1.6558 aux_loss:0.0030 train_time:11225259ms step_avg:722.39ms
step:15550/40500 train_loss:1.6558 aux_loss:0.0028 train_time:11225979ms step_avg:722.39ms
step:15551/40500 train_loss:1.6089 aux_loss:0.0030 train_time:11226700ms step_avg:722.39ms
step:15552/40500 train_loss:1.6389 aux_loss:0.0029 train_time:11227420ms step_avg:722.39ms
step:15553/40500 train_loss:1.6370 aux_loss:0.0031 train_time:11228140ms step_avg:722.39ms
step:15554/40500 train_loss:1.5937 aux_loss:0.0029 train_time:11228862ms step_avg:722.39ms
step:15555/40500 train_loss:1.6530 aux_loss:0.0028 train_time:11229585ms step_avg:722.39ms
step:15556/40500 train_loss:1.6438 aux_loss:0.0029 train_time:11230305ms step_avg:722.39ms
step:15557/40500 train_loss:1.6380 aux_loss:0.0028 train_time:11231026ms step_avg:722.39ms
step:15558/40500 train_loss:1.6045 aux_loss:0.0031 train_time:11231749ms step_avg:722.39ms
step:15559/40500 train_loss:1.6867 aux_loss:0.0029 train_time:11232471ms step_avg:722.39ms
step:15560/40500 train_loss:1.6654 aux_loss:0.0030 train_time:11233192ms step_avg:722.39ms
step:15561/40500 train_loss:1.5898 aux_loss:0.0028 train_time:11233913ms step_avg:722.39ms
step:15562/40500 train_loss:1.6207 aux_loss:0.0026 train_time:11234634ms step_avg:722.39ms
step:15563/40500 train_loss:1.6093 aux_loss:0.0030 train_time:11235354ms step_avg:722.39ms
step:15564/40500 train_loss:1.6172 aux_loss:0.0029 train_time:11236076ms step_avg:722.39ms
step:15565/40500 train_loss:1.6115 aux_loss:0.0028 train_time:11236797ms step_avg:722.39ms
step:15566/40500 train_loss:1.5940 aux_loss:0.0030 train_time:11237519ms step_avg:722.39ms
step:15567/40500 train_loss:1.6865 aux_loss:0.0031 train_time:11238240ms step_avg:722.39ms
step:15568/40500 train_loss:1.6096 aux_loss:0.0030 train_time:11238960ms step_avg:722.39ms
step:15569/40500 train_loss:1.6375 aux_loss:0.0030 train_time:11239681ms step_avg:722.39ms
step:15570/40500 train_loss:1.6312 aux_loss:0.0028 train_time:11240404ms step_avg:722.39ms
step:15571/40500 train_loss:1.6366 aux_loss:0.0030 train_time:11241123ms step_avg:722.39ms
step:15572/40500 train_loss:1.6522 aux_loss:0.0030 train_time:11241846ms step_avg:722.39ms
step:15573/40500 train_loss:1.6305 aux_loss:0.0031 train_time:11242569ms step_avg:722.39ms
step:15574/40500 train_loss:1.6149 aux_loss:0.0027 train_time:11243289ms step_avg:722.39ms
step:15575/40500 train_loss:1.5717 aux_loss:0.0032 train_time:11244010ms step_avg:722.39ms
step:15576/40500 train_loss:1.6466 aux_loss:0.0028 train_time:11244732ms step_avg:722.39ms
step:15577/40500 train_loss:1.6144 aux_loss:0.0029 train_time:11245452ms step_avg:722.39ms
step:15578/40500 train_loss:1.6354 aux_loss:0.0026 train_time:11246171ms step_avg:722.39ms
step:15579/40500 train_loss:1.5720 aux_loss:0.0028 train_time:11246890ms step_avg:722.39ms
step:15580/40500 train_loss:1.6605 aux_loss:0.0028 train_time:11247610ms step_avg:722.39ms
step:15581/40500 train_loss:1.6448 aux_loss:0.0029 train_time:11248330ms step_avg:722.39ms
step:15582/40500 train_loss:1.6439 aux_loss:0.0028 train_time:11249050ms step_avg:722.39ms
step:15583/40500 train_loss:1.6047 aux_loss:0.0028 train_time:11249770ms step_avg:722.39ms
step:15584/40500 train_loss:1.6472 aux_loss:0.0029 train_time:11250491ms step_avg:722.39ms
step:15585/40500 train_loss:1.6100 aux_loss:0.0029 train_time:11251213ms step_avg:722.39ms
step:15586/40500 train_loss:1.6661 aux_loss:0.0030 train_time:11251934ms step_avg:722.39ms
step:15587/40500 train_loss:1.6726 aux_loss:0.0029 train_time:11252655ms step_avg:722.39ms
step:15588/40500 train_loss:1.6197 aux_loss:0.0029 train_time:11253373ms step_avg:722.39ms
step:15589/40500 train_loss:1.6017 aux_loss:0.0028 train_time:11254095ms step_avg:722.39ms
step:15590/40500 train_loss:1.5789 aux_loss:0.0027 train_time:11254818ms step_avg:722.39ms
step:15591/40500 train_loss:1.6071 aux_loss:0.0027 train_time:11255538ms step_avg:722.39ms
step:15592/40500 train_loss:1.5776 aux_loss:0.0030 train_time:11256258ms step_avg:722.39ms
step:15593/40500 train_loss:1.6954 aux_loss:0.0031 train_time:11256985ms step_avg:722.39ms
step:15594/40500 train_loss:1.6049 aux_loss:0.0029 train_time:11257705ms step_avg:722.39ms
step:15595/40500 train_loss:1.6006 aux_loss:0.0030 train_time:11258428ms step_avg:722.39ms
step:15596/40500 train_loss:1.6063 aux_loss:0.0028 train_time:11259149ms step_avg:722.39ms
step:15597/40500 train_loss:1.6428 aux_loss:0.0030 train_time:11259868ms step_avg:722.39ms
step:15598/40500 train_loss:1.5915 aux_loss:0.0028 train_time:11260587ms step_avg:722.39ms
step:15599/40500 train_loss:1.6271 aux_loss:0.0028 train_time:11261305ms step_avg:722.39ms
step:15600/40500 train_loss:1.7044 aux_loss:0.0031 train_time:11262026ms step_avg:722.39ms
step:15601/40500 train_loss:1.7118 aux_loss:0.0029 train_time:11262746ms step_avg:722.39ms
step:15602/40500 train_loss:1.6177 aux_loss:0.0030 train_time:11263466ms step_avg:722.39ms
step:15603/40500 train_loss:1.6458 aux_loss:0.0028 train_time:11264186ms step_avg:722.39ms
step:15604/40500 train_loss:1.5948 aux_loss:0.0027 train_time:11264908ms step_avg:722.39ms
step:15605/40500 train_loss:1.5918 aux_loss:0.0028 train_time:11265626ms step_avg:722.39ms
step:15606/40500 train_loss:1.6983 aux_loss:0.0029 train_time:11266347ms step_avg:722.39ms
step:15607/40500 train_loss:1.6356 aux_loss:0.0030 train_time:11267066ms step_avg:722.39ms
step:15608/40500 train_loss:1.5822 aux_loss:0.0031 train_time:11267785ms step_avg:722.39ms
step:15609/40500 train_loss:1.6577 aux_loss:0.0028 train_time:11268506ms step_avg:722.39ms
step:15610/40500 train_loss:1.6339 aux_loss:0.0027 train_time:11269226ms step_avg:722.39ms
step:15611/40500 train_loss:1.6461 aux_loss:0.0029 train_time:11269946ms step_avg:722.39ms
step:15612/40500 train_loss:1.6030 aux_loss:0.0029 train_time:11270664ms step_avg:722.39ms
step:15613/40500 train_loss:1.6365 aux_loss:0.0029 train_time:11271383ms step_avg:722.39ms
step:15614/40500 train_loss:1.6341 aux_loss:0.0030 train_time:11272103ms step_avg:722.39ms
step:15615/40500 train_loss:1.6358 aux_loss:0.0030 train_time:11272823ms step_avg:722.39ms
step:15616/40500 train_loss:1.6152 aux_loss:0.0030 train_time:11273542ms step_avg:722.39ms
step:15617/40500 train_loss:1.6321 aux_loss:0.0030 train_time:11274262ms step_avg:722.38ms
step:15618/40500 train_loss:1.6382 aux_loss:0.0029 train_time:11274982ms step_avg:722.38ms
step:15619/40500 train_loss:1.6152 aux_loss:0.0032 train_time:11275702ms step_avg:722.38ms
step:15620/40500 train_loss:1.6744 aux_loss:0.0029 train_time:11276421ms step_avg:722.38ms
step:15621/40500 train_loss:1.6223 aux_loss:0.0029 train_time:11277143ms step_avg:722.38ms
step:15622/40500 train_loss:1.6580 aux_loss:0.0031 train_time:11277861ms step_avg:722.38ms
step:15623/40500 train_loss:1.6250 aux_loss:0.0029 train_time:11278582ms step_avg:722.38ms
step:15624/40500 train_loss:1.6791 aux_loss:0.0031 train_time:11279302ms step_avg:722.38ms
step:15625/40500 train_loss:1.6429 aux_loss:0.0030 train_time:11280023ms step_avg:722.38ms
step:15626/40500 train_loss:1.6480 aux_loss:0.0028 train_time:11280743ms step_avg:722.38ms
step:15627/40500 train_loss:1.6719 aux_loss:0.0028 train_time:11281465ms step_avg:722.38ms
step:15628/40500 train_loss:1.6499 aux_loss:0.0028 train_time:11282184ms step_avg:722.38ms
step:15629/40500 train_loss:1.6136 aux_loss:0.0028 train_time:11282903ms step_avg:722.38ms
step:15630/40500 train_loss:1.6049 aux_loss:0.0028 train_time:11283623ms step_avg:722.38ms
step:15631/40500 train_loss:1.6099 aux_loss:0.0027 train_time:11284342ms step_avg:722.38ms
step:15632/40500 train_loss:1.6339 aux_loss:0.0032 train_time:11285062ms step_avg:722.38ms
step:15633/40500 train_loss:1.5971 aux_loss:0.0027 train_time:11285781ms step_avg:722.38ms
step:15634/40500 train_loss:1.6234 aux_loss:0.0027 train_time:11286498ms step_avg:722.38ms
step:15635/40500 train_loss:1.6741 aux_loss:0.0029 train_time:11287219ms step_avg:722.38ms
step:15636/40500 train_loss:1.6251 aux_loss:0.0028 train_time:11287939ms step_avg:722.38ms
step:15637/40500 train_loss:1.6484 aux_loss:0.0030 train_time:11288660ms step_avg:722.38ms
step:15638/40500 train_loss:1.5880 aux_loss:0.0029 train_time:11289379ms step_avg:722.38ms
step:15639/40500 train_loss:1.6965 aux_loss:0.0030 train_time:11290100ms step_avg:722.38ms
step:15640/40500 train_loss:1.6515 aux_loss:0.0032 train_time:11290819ms step_avg:722.38ms
step:15641/40500 train_loss:1.5874 aux_loss:0.0039 train_time:11291539ms step_avg:722.38ms
step:15642/40500 train_loss:1.6135 aux_loss:0.0028 train_time:11292259ms step_avg:722.38ms
step:15643/40500 train_loss:1.6153 aux_loss:0.0027 train_time:11292977ms step_avg:722.38ms
step:15644/40500 train_loss:1.6671 aux_loss:0.0029 train_time:11293698ms step_avg:722.38ms
step:15645/40500 train_loss:1.5845 aux_loss:0.0027 train_time:11294418ms step_avg:722.38ms
step:15646/40500 train_loss:1.6309 aux_loss:0.0029 train_time:11295137ms step_avg:722.38ms
step:15647/40500 train_loss:1.6523 aux_loss:0.0031 train_time:11295856ms step_avg:722.38ms
step:15648/40500 train_loss:1.7035 aux_loss:0.0028 train_time:11296576ms step_avg:722.38ms
step:15649/40500 train_loss:1.6526 aux_loss:0.0028 train_time:11297296ms step_avg:722.38ms
step:15650/40500 train_loss:1.6218 aux_loss:0.0029 train_time:11298016ms step_avg:722.38ms
step:15651/40500 train_loss:1.6013 aux_loss:0.0028 train_time:11298737ms step_avg:722.38ms
step:15652/40500 train_loss:1.6730 aux_loss:0.0028 train_time:11299456ms step_avg:722.38ms
step:15653/40500 train_loss:1.6070 aux_loss:0.0025 train_time:11300175ms step_avg:722.38ms
step:15654/40500 train_loss:1.6263 aux_loss:0.0028 train_time:11300894ms step_avg:722.38ms
step:15655/40500 train_loss:1.6148 aux_loss:0.0027 train_time:11301614ms step_avg:722.38ms
step:15656/40500 train_loss:1.6470 aux_loss:0.0027 train_time:11302335ms step_avg:722.38ms
step:15657/40500 train_loss:1.5909 aux_loss:0.0028 train_time:11303056ms step_avg:722.38ms
step:15658/40500 train_loss:1.6675 aux_loss:0.0027 train_time:11303776ms step_avg:722.38ms
step:15659/40500 train_loss:1.5957 aux_loss:0.0028 train_time:11304496ms step_avg:722.38ms
step:15660/40500 train_loss:1.6647 aux_loss:0.0029 train_time:11305215ms step_avg:722.38ms
step:15661/40500 train_loss:1.6227 aux_loss:0.0030 train_time:11305933ms step_avg:722.38ms
step:15662/40500 train_loss:1.6207 aux_loss:0.0028 train_time:11306653ms step_avg:722.38ms
step:15663/40500 train_loss:1.6275 aux_loss:0.0029 train_time:11307375ms step_avg:722.38ms
step:15664/40500 train_loss:1.6332 aux_loss:0.0029 train_time:11308094ms step_avg:722.38ms
step:15665/40500 train_loss:1.5838 aux_loss:0.0030 train_time:11308813ms step_avg:722.38ms
step:15666/40500 train_loss:1.6249 aux_loss:0.0030 train_time:11309532ms step_avg:722.38ms
step:15667/40500 train_loss:1.7378 aux_loss:0.0030 train_time:11310254ms step_avg:722.38ms
step:15668/40500 train_loss:1.6561 aux_loss:0.0029 train_time:11310974ms step_avg:722.38ms
step:15669/40500 train_loss:1.6285 aux_loss:0.0029 train_time:11311694ms step_avg:722.38ms
step:15670/40500 train_loss:1.7061 aux_loss:0.0031 train_time:11312415ms step_avg:722.38ms
step:15671/40500 train_loss:1.6636 aux_loss:0.0031 train_time:11313133ms step_avg:722.38ms
step:15672/40500 train_loss:1.6585 aux_loss:0.0031 train_time:11313852ms step_avg:722.38ms
step:15673/40500 train_loss:1.6233 aux_loss:0.0029 train_time:11314571ms step_avg:722.38ms
step:15674/40500 train_loss:1.6152 aux_loss:0.0028 train_time:11315292ms step_avg:722.38ms
step:15675/40500 train_loss:1.6720 aux_loss:0.0027 train_time:11316012ms step_avg:722.38ms
step:15676/40500 train_loss:1.6304 aux_loss:0.0028 train_time:11316731ms step_avg:722.38ms
step:15677/40500 train_loss:1.6125 aux_loss:0.0029 train_time:11317451ms step_avg:722.38ms
step:15678/40500 train_loss:1.5974 aux_loss:0.0030 train_time:11318170ms step_avg:722.37ms
step:15679/40500 train_loss:1.6157 aux_loss:0.0028 train_time:11318891ms step_avg:722.37ms
step:15680/40500 train_loss:1.6079 aux_loss:0.0030 train_time:11319610ms step_avg:722.37ms
step:15681/40500 train_loss:1.6267 aux_loss:0.0031 train_time:11320329ms step_avg:722.37ms
step:15682/40500 train_loss:1.6597 aux_loss:0.0029 train_time:11321049ms step_avg:722.37ms
step:15683/40500 train_loss:1.6212 aux_loss:0.0027 train_time:11321770ms step_avg:722.37ms
step:15684/40500 train_loss:1.5773 aux_loss:0.0030 train_time:11322489ms step_avg:722.37ms
step:15685/40500 train_loss:1.6418 aux_loss:0.0027 train_time:11323209ms step_avg:722.37ms
step:15686/40500 train_loss:1.6461 aux_loss:0.0028 train_time:11323930ms step_avg:722.37ms
step:15687/40500 train_loss:1.6596 aux_loss:0.0033 train_time:11324649ms step_avg:722.37ms
step:15688/40500 train_loss:1.6325 aux_loss:0.0028 train_time:11325370ms step_avg:722.37ms
step:15689/40500 train_loss:1.5541 aux_loss:0.0027 train_time:11326089ms step_avg:722.37ms
step:15690/40500 train_loss:1.6233 aux_loss:0.0027 train_time:11326808ms step_avg:722.37ms
step:15691/40500 train_loss:1.5854 aux_loss:0.0028 train_time:11327529ms step_avg:722.37ms
step:15692/40500 train_loss:1.6695 aux_loss:0.0036 train_time:11328248ms step_avg:722.37ms
step:15693/40500 train_loss:1.6602 aux_loss:0.0031 train_time:11328969ms step_avg:722.37ms
step:15694/40500 train_loss:1.5654 aux_loss:0.0028 train_time:11329688ms step_avg:722.37ms
step:15695/40500 train_loss:1.6259 aux_loss:0.0028 train_time:11330409ms step_avg:722.37ms
step:15696/40500 train_loss:1.5956 aux_loss:0.0027 train_time:11331127ms step_avg:722.37ms
step:15697/40500 train_loss:1.6794 aux_loss:0.0026 train_time:11331846ms step_avg:722.37ms
step:15698/40500 train_loss:1.6588 aux_loss:0.0027 train_time:11332567ms step_avg:722.37ms
step:15699/40500 train_loss:1.6279 aux_loss:0.0029 train_time:11333286ms step_avg:722.37ms
step:15700/40500 train_loss:1.6392 aux_loss:0.0029 train_time:11334005ms step_avg:722.37ms
step:15701/40500 train_loss:1.6025 aux_loss:0.0027 train_time:11334724ms step_avg:722.37ms
step:15702/40500 train_loss:1.6164 aux_loss:0.0028 train_time:11335443ms step_avg:722.37ms
step:15703/40500 train_loss:1.6628 aux_loss:0.0030 train_time:11336162ms step_avg:722.37ms
step:15704/40500 train_loss:1.6582 aux_loss:0.0030 train_time:11336882ms step_avg:722.37ms
step:15705/40500 train_loss:1.6144 aux_loss:0.0027 train_time:11337605ms step_avg:722.37ms
step:15706/40500 train_loss:1.6481 aux_loss:0.0027 train_time:11338324ms step_avg:722.37ms
step:15707/40500 train_loss:1.5930 aux_loss:0.0029 train_time:11339044ms step_avg:722.37ms
step:15708/40500 train_loss:1.6171 aux_loss:0.0028 train_time:11339766ms step_avg:722.37ms
step:15709/40500 train_loss:1.6955 aux_loss:0.0027 train_time:11340485ms step_avg:722.37ms
step:15710/40500 train_loss:1.6286 aux_loss:0.0027 train_time:11341203ms step_avg:722.37ms
step:15711/40500 train_loss:1.6760 aux_loss:0.0027 train_time:11341924ms step_avg:722.37ms
step:15712/40500 train_loss:1.6412 aux_loss:0.0028 train_time:11342644ms step_avg:722.37ms
step:15713/40500 train_loss:1.6188 aux_loss:0.0028 train_time:11343363ms step_avg:722.37ms
step:15714/40500 train_loss:1.6056 aux_loss:0.0029 train_time:11344083ms step_avg:722.37ms
step:15715/40500 train_loss:1.6724 aux_loss:0.0030 train_time:11344804ms step_avg:722.37ms
step:15716/40500 train_loss:1.5998 aux_loss:0.0029 train_time:11345524ms step_avg:722.37ms
step:15717/40500 train_loss:1.6271 aux_loss:0.0029 train_time:11346243ms step_avg:722.37ms
step:15718/40500 train_loss:1.6562 aux_loss:0.0030 train_time:11346963ms step_avg:722.37ms
step:15719/40500 train_loss:1.6239 aux_loss:0.0030 train_time:11347683ms step_avg:722.37ms
step:15720/40500 train_loss:1.5928 aux_loss:0.0029 train_time:11348402ms step_avg:722.37ms
step:15721/40500 train_loss:1.6653 aux_loss:0.0028 train_time:11349122ms step_avg:722.37ms
step:15722/40500 train_loss:1.5958 aux_loss:0.0028 train_time:11349842ms step_avg:722.37ms
step:15723/40500 train_loss:1.6276 aux_loss:0.0033 train_time:11350562ms step_avg:722.37ms
step:15724/40500 train_loss:1.6608 aux_loss:0.0028 train_time:11351282ms step_avg:722.37ms
step:15725/40500 train_loss:1.6705 aux_loss:0.0028 train_time:11352002ms step_avg:722.37ms
step:15726/40500 train_loss:1.6540 aux_loss:0.0029 train_time:11352720ms step_avg:722.37ms
step:15727/40500 train_loss:1.6572 aux_loss:0.0029 train_time:11353440ms step_avg:722.37ms
step:15728/40500 train_loss:1.6615 aux_loss:0.0028 train_time:11354160ms step_avg:722.37ms
step:15729/40500 train_loss:1.6358 aux_loss:0.0029 train_time:11354879ms step_avg:722.37ms
step:15730/40500 train_loss:1.5945 aux_loss:0.0029 train_time:11355602ms step_avg:722.37ms
step:15731/40500 train_loss:1.6961 aux_loss:0.0031 train_time:11356319ms step_avg:722.37ms
step:15732/40500 train_loss:1.6825 aux_loss:0.0030 train_time:11357039ms step_avg:722.37ms
step:15733/40500 train_loss:1.5978 aux_loss:0.0029 train_time:11357759ms step_avg:722.37ms
step:15734/40500 train_loss:1.6400 aux_loss:0.0029 train_time:11358479ms step_avg:722.37ms
step:15735/40500 train_loss:1.6464 aux_loss:0.0028 train_time:11359199ms step_avg:722.37ms
step:15736/40500 train_loss:1.6363 aux_loss:0.0029 train_time:11359919ms step_avg:722.37ms
step:15737/40500 train_loss:1.6633 aux_loss:0.0030 train_time:11360639ms step_avg:722.37ms
step:15738/40500 train_loss:1.6470 aux_loss:0.0028 train_time:11361359ms step_avg:722.37ms
step:15739/40500 train_loss:1.6533 aux_loss:0.0028 train_time:11362078ms step_avg:722.36ms
step:15740/40500 train_loss:1.6392 aux_loss:0.0032 train_time:11362798ms step_avg:722.36ms
step:15741/40500 train_loss:1.6144 aux_loss:0.0029 train_time:11363517ms step_avg:722.36ms
step:15742/40500 train_loss:1.5913 aux_loss:0.0026 train_time:11364236ms step_avg:722.36ms
step:15743/40500 train_loss:1.6583 aux_loss:0.0029 train_time:11364957ms step_avg:722.36ms
step:15744/40500 train_loss:1.6360 aux_loss:0.0028 train_time:11365677ms step_avg:722.36ms
step:15745/40500 train_loss:1.7162 aux_loss:0.0028 train_time:11366395ms step_avg:722.36ms
step:15746/40500 train_loss:1.6194 aux_loss:0.0029 train_time:11367117ms step_avg:722.36ms
step:15747/40500 train_loss:1.6299 aux_loss:0.0028 train_time:11367838ms step_avg:722.36ms
step:15748/40500 train_loss:1.6186 aux_loss:0.0028 train_time:11368556ms step_avg:722.36ms
step:15749/40500 train_loss:1.6317 aux_loss:0.0029 train_time:11369276ms step_avg:722.36ms
step:15750/40500 train_loss:1.6451 aux_loss:0.0027 train_time:11369996ms step_avg:722.36ms
step:15751/40500 train_loss:1.6342 aux_loss:0.0030 train_time:11370719ms step_avg:722.36ms
step:15752/40500 train_loss:1.6240 aux_loss:0.0031 train_time:11371437ms step_avg:722.36ms
step:15753/40500 train_loss:1.5563 aux_loss:0.0031 train_time:11372156ms step_avg:722.36ms
step:15754/40500 train_loss:1.6379 aux_loss:0.0028 train_time:11372875ms step_avg:722.36ms
step:15755/40500 train_loss:1.6129 aux_loss:0.0028 train_time:11373595ms step_avg:722.36ms
step:15756/40500 train_loss:1.5816 aux_loss:0.0029 train_time:11374315ms step_avg:722.36ms
step:15757/40500 train_loss:1.6376 aux_loss:0.0030 train_time:11375033ms step_avg:722.36ms
step:15758/40500 train_loss:1.6699 aux_loss:0.0028 train_time:11375757ms step_avg:722.36ms
step:15759/40500 train_loss:1.5992 aux_loss:0.0030 train_time:11376479ms step_avg:722.36ms
step:15760/40500 train_loss:1.6323 aux_loss:0.0028 train_time:11377199ms step_avg:722.36ms
step:15761/40500 train_loss:1.5790 aux_loss:0.0028 train_time:11377920ms step_avg:722.36ms
step:15762/40500 train_loss:1.6295 aux_loss:0.0029 train_time:11378639ms step_avg:722.36ms
step:15763/40500 train_loss:1.6714 aux_loss:0.0029 train_time:11379359ms step_avg:722.36ms
step:15764/40500 train_loss:1.6191 aux_loss:0.0029 train_time:11380079ms step_avg:722.36ms
step:15765/40500 train_loss:1.6023 aux_loss:0.0030 train_time:11380800ms step_avg:722.36ms
step:15766/40500 train_loss:1.5926 aux_loss:0.0027 train_time:11381519ms step_avg:722.36ms
step:15767/40500 train_loss:1.6333 aux_loss:0.0028 train_time:11382238ms step_avg:722.36ms
step:15768/40500 train_loss:1.6632 aux_loss:0.0030 train_time:11382958ms step_avg:722.36ms
step:15769/40500 train_loss:1.6486 aux_loss:0.0028 train_time:11383677ms step_avg:722.36ms
step:15770/40500 train_loss:1.6123 aux_loss:0.0027 train_time:11384397ms step_avg:722.36ms
step:15771/40500 train_loss:1.6259 aux_loss:0.0029 train_time:11385117ms step_avg:722.36ms
step:15772/40500 train_loss:1.5754 aux_loss:0.0029 train_time:11385836ms step_avg:722.36ms
step:15773/40500 train_loss:1.6172 aux_loss:0.0029 train_time:11386555ms step_avg:722.36ms
step:15774/40500 train_loss:1.6232 aux_loss:0.0031 train_time:11387273ms step_avg:722.36ms
step:15775/40500 train_loss:1.6992 aux_loss:0.0029 train_time:11387994ms step_avg:722.36ms
step:15776/40500 train_loss:1.5881 aux_loss:0.0028 train_time:11388713ms step_avg:722.36ms
step:15777/40500 train_loss:1.6610 aux_loss:0.0030 train_time:11389432ms step_avg:722.36ms
step:15778/40500 train_loss:1.6126 aux_loss:0.0027 train_time:11390150ms step_avg:722.36ms
step:15779/40500 train_loss:1.5862 aux_loss:0.0029 train_time:11390869ms step_avg:722.36ms
step:15780/40500 train_loss:1.6154 aux_loss:0.0031 train_time:11391588ms step_avg:722.36ms
step:15781/40500 train_loss:1.6280 aux_loss:0.0029 train_time:11392308ms step_avg:722.36ms
step:15782/40500 train_loss:1.6512 aux_loss:0.0027 train_time:11393028ms step_avg:722.36ms
step:15783/40500 train_loss:1.6484 aux_loss:0.0027 train_time:11393747ms step_avg:722.36ms
step:15784/40500 train_loss:1.6359 aux_loss:0.0029 train_time:11394468ms step_avg:722.36ms
step:15785/40500 train_loss:1.6156 aux_loss:0.0031 train_time:11395188ms step_avg:722.36ms
step:15786/40500 train_loss:1.6678 aux_loss:0.0032 train_time:11395908ms step_avg:722.36ms
step:15787/40500 train_loss:1.6223 aux_loss:0.0031 train_time:11396627ms step_avg:722.36ms
step:15788/40500 train_loss:1.6347 aux_loss:0.0028 train_time:11397347ms step_avg:722.36ms
step:15789/40500 train_loss:1.6205 aux_loss:0.0027 train_time:11398066ms step_avg:722.36ms
step:15790/40500 train_loss:1.5641 aux_loss:0.0028 train_time:11398785ms step_avg:722.36ms
step:15791/40500 train_loss:1.6214 aux_loss:0.0028 train_time:11399505ms step_avg:722.36ms
step:15792/40500 train_loss:1.5835 aux_loss:0.0028 train_time:11400227ms step_avg:722.36ms
step:15793/40500 train_loss:1.6281 aux_loss:0.0027 train_time:11400945ms step_avg:722.36ms
step:15794/40500 train_loss:1.6211 aux_loss:0.0029 train_time:11401667ms step_avg:722.36ms
step:15795/40500 train_loss:1.6081 aux_loss:0.0028 train_time:11402386ms step_avg:722.36ms
step:15796/40500 train_loss:1.6170 aux_loss:0.0029 train_time:11403107ms step_avg:722.36ms
step:15797/40500 train_loss:1.6202 aux_loss:0.0027 train_time:11403826ms step_avg:722.36ms
step:15798/40500 train_loss:1.6417 aux_loss:0.0029 train_time:11404546ms step_avg:722.36ms
step:15799/40500 train_loss:1.5588 aux_loss:0.0028 train_time:11405265ms step_avg:722.36ms
step:15800/40500 train_loss:1.6873 aux_loss:0.0027 train_time:11405985ms step_avg:722.35ms
step:15801/40500 train_loss:1.6583 aux_loss:0.0028 train_time:11406706ms step_avg:722.35ms
step:15802/40500 train_loss:1.5782 aux_loss:0.0030 train_time:11407424ms step_avg:722.35ms
step:15803/40500 train_loss:1.6131 aux_loss:0.0031 train_time:11408147ms step_avg:722.35ms
step:15804/40500 train_loss:1.6187 aux_loss:0.0032 train_time:11408866ms step_avg:722.35ms
step:15805/40500 train_loss:1.6285 aux_loss:0.0030 train_time:11409585ms step_avg:722.35ms
step:15806/40500 train_loss:1.6097 aux_loss:0.0029 train_time:11410304ms step_avg:722.35ms
step:15807/40500 train_loss:1.6138 aux_loss:0.0029 train_time:11411024ms step_avg:722.35ms
step:15808/40500 train_loss:1.6242 aux_loss:0.0030 train_time:11411744ms step_avg:722.35ms
step:15809/40500 train_loss:1.6096 aux_loss:0.0029 train_time:11412464ms step_avg:722.35ms
step:15810/40500 train_loss:1.6590 aux_loss:0.0029 train_time:11413185ms step_avg:722.35ms
step:15811/40500 train_loss:1.6166 aux_loss:0.0030 train_time:11413902ms step_avg:722.35ms
step:15812/40500 train_loss:1.6400 aux_loss:0.0028 train_time:11414622ms step_avg:722.35ms
step:15813/40500 train_loss:1.5897 aux_loss:0.0030 train_time:11415343ms step_avg:722.35ms
step:15814/40500 train_loss:1.5862 aux_loss:0.0028 train_time:11416061ms step_avg:722.35ms
step:15815/40500 train_loss:1.6398 aux_loss:0.0029 train_time:11416780ms step_avg:722.35ms
step:15816/40500 train_loss:1.6338 aux_loss:0.0029 train_time:11417500ms step_avg:722.35ms
step:15817/40500 train_loss:1.6262 aux_loss:0.0029 train_time:11418220ms step_avg:722.35ms
step:15818/40500 train_loss:1.6435 aux_loss:0.0033 train_time:11418940ms step_avg:722.35ms
step:15819/40500 train_loss:1.5975 aux_loss:0.0028 train_time:11419659ms step_avg:722.35ms
step:15820/40500 train_loss:1.7432 aux_loss:0.0029 train_time:11420379ms step_avg:722.35ms
step:15821/40500 train_loss:1.6540 aux_loss:0.0026 train_time:11421101ms step_avg:722.35ms
step:15822/40500 train_loss:1.5559 aux_loss:0.0029 train_time:11421820ms step_avg:722.35ms
step:15823/40500 train_loss:1.6144 aux_loss:0.0029 train_time:11422540ms step_avg:722.35ms
step:15824/40500 train_loss:1.6496 aux_loss:0.0026 train_time:11423261ms step_avg:722.35ms
step:15825/40500 train_loss:1.5321 aux_loss:0.0028 train_time:11423981ms step_avg:722.35ms
step:15826/40500 train_loss:1.6136 aux_loss:0.0030 train_time:11424699ms step_avg:722.35ms
step:15827/40500 train_loss:1.6568 aux_loss:0.0033 train_time:11425419ms step_avg:722.35ms
step:15828/40500 train_loss:1.5933 aux_loss:0.0051 train_time:11426140ms step_avg:722.35ms
step:15829/40500 train_loss:1.6369 aux_loss:0.0030 train_time:11426859ms step_avg:722.35ms
step:15830/40500 train_loss:1.6149 aux_loss:0.0029 train_time:11427580ms step_avg:722.35ms
step:15831/40500 train_loss:1.7330 aux_loss:0.0031 train_time:11428300ms step_avg:722.35ms
step:15832/40500 train_loss:1.6301 aux_loss:0.0029 train_time:11429019ms step_avg:722.35ms
step:15833/40500 train_loss:1.6086 aux_loss:0.0028 train_time:11429739ms step_avg:722.35ms
step:15834/40500 train_loss:1.5523 aux_loss:0.0030 train_time:11430459ms step_avg:722.35ms
step:15835/40500 train_loss:1.5930 aux_loss:0.0031 train_time:11431179ms step_avg:722.35ms
step:15836/40500 train_loss:1.6396 aux_loss:0.0029 train_time:11431898ms step_avg:722.35ms
step:15837/40500 train_loss:1.6199 aux_loss:0.0028 train_time:11432618ms step_avg:722.35ms
step:15838/40500 train_loss:1.6670 aux_loss:0.0030 train_time:11433337ms step_avg:722.35ms
step:15839/40500 train_loss:1.6064 aux_loss:0.0028 train_time:11434057ms step_avg:722.35ms
step:15840/40500 train_loss:1.6393 aux_loss:0.0029 train_time:11434777ms step_avg:722.35ms
step:15841/40500 train_loss:1.5876 aux_loss:0.0029 train_time:11435497ms step_avg:722.35ms
step:15842/40500 train_loss:1.7637 aux_loss:0.0030 train_time:11436216ms step_avg:722.35ms
step:15843/40500 train_loss:1.6506 aux_loss:0.0029 train_time:11436937ms step_avg:722.35ms
step:15844/40500 train_loss:1.5884 aux_loss:0.0028 train_time:11437656ms step_avg:722.35ms
step:15845/40500 train_loss:1.5930 aux_loss:0.0028 train_time:11438376ms step_avg:722.35ms
step:15846/40500 train_loss:1.6681 aux_loss:0.0028 train_time:11439095ms step_avg:722.35ms
step:15847/40500 train_loss:1.6464 aux_loss:0.0028 train_time:11439815ms step_avg:722.35ms
step:15848/40500 train_loss:1.6522 aux_loss:0.0030 train_time:11440535ms step_avg:722.35ms
step:15849/40500 train_loss:1.5596 aux_loss:0.0029 train_time:11441255ms step_avg:722.35ms
step:15850/40500 train_loss:1.6461 aux_loss:0.0029 train_time:11441974ms step_avg:722.35ms
step:15851/40500 train_loss:1.6443 aux_loss:0.0028 train_time:11442694ms step_avg:722.35ms
step:15852/40500 train_loss:1.6360 aux_loss:0.0032 train_time:11443415ms step_avg:722.35ms
step:15853/40500 train_loss:1.6863 aux_loss:0.0030 train_time:11444134ms step_avg:722.35ms
step:15854/40500 train_loss:1.6371 aux_loss:0.0029 train_time:11444854ms step_avg:722.35ms
step:15855/40500 train_loss:1.5848 aux_loss:0.0031 train_time:11445573ms step_avg:722.35ms
step:15856/40500 train_loss:1.6126 aux_loss:0.0031 train_time:11446295ms step_avg:722.35ms
step:15857/40500 train_loss:1.6203 aux_loss:0.0030 train_time:11447014ms step_avg:722.35ms
step:15858/40500 train_loss:1.6311 aux_loss:0.0029 train_time:11447733ms step_avg:722.35ms
step:15859/40500 train_loss:1.6209 aux_loss:0.0028 train_time:11448452ms step_avg:722.35ms
step:15860/40500 train_loss:1.6332 aux_loss:0.0030 train_time:11449172ms step_avg:722.35ms
step:15861/40500 train_loss:1.5807 aux_loss:0.0029 train_time:11449893ms step_avg:722.35ms
step:15862/40500 train_loss:1.6227 aux_loss:0.0029 train_time:11450610ms step_avg:722.34ms
step:15863/40500 train_loss:1.6490 aux_loss:0.0033 train_time:11451333ms step_avg:722.34ms
step:15864/40500 train_loss:1.6781 aux_loss:0.0029 train_time:11452052ms step_avg:722.34ms
step:15865/40500 train_loss:1.5929 aux_loss:0.0032 train_time:11452770ms step_avg:722.34ms
step:15866/40500 train_loss:1.6079 aux_loss:0.0028 train_time:11453490ms step_avg:722.34ms
step:15867/40500 train_loss:1.6697 aux_loss:0.0029 train_time:11454211ms step_avg:722.34ms
step:15868/40500 train_loss:1.6175 aux_loss:0.0028 train_time:11454931ms step_avg:722.34ms
step:15869/40500 train_loss:1.6753 aux_loss:0.0028 train_time:11455651ms step_avg:722.34ms
step:15870/40500 train_loss:1.6539 aux_loss:0.0029 train_time:11456372ms step_avg:722.34ms
step:15871/40500 train_loss:1.6479 aux_loss:0.0028 train_time:11457090ms step_avg:722.34ms
step:15872/40500 train_loss:1.6324 aux_loss:0.0028 train_time:11457811ms step_avg:722.34ms
step:15873/40500 train_loss:1.6033 aux_loss:0.0029 train_time:11458531ms step_avg:722.34ms
step:15874/40500 train_loss:1.6187 aux_loss:0.0029 train_time:11459251ms step_avg:722.34ms
step:15875/40500 train_loss:1.6025 aux_loss:0.0031 train_time:11459970ms step_avg:722.34ms
step:15876/40500 train_loss:1.6282 aux_loss:0.0029 train_time:11460689ms step_avg:722.34ms
step:15877/40500 train_loss:1.6446 aux_loss:0.0031 train_time:11461410ms step_avg:722.34ms
step:15878/40500 train_loss:1.6431 aux_loss:0.0031 train_time:11462129ms step_avg:722.34ms
step:15879/40500 train_loss:1.6913 aux_loss:0.0029 train_time:11462847ms step_avg:722.34ms
step:15880/40500 train_loss:1.5748 aux_loss:0.0030 train_time:11463565ms step_avg:722.34ms
step:15881/40500 train_loss:1.6302 aux_loss:0.0029 train_time:11464288ms step_avg:722.34ms
step:15882/40500 train_loss:1.5773 aux_loss:0.0029 train_time:11465009ms step_avg:722.34ms
step:15883/40500 train_loss:1.6241 aux_loss:0.0030 train_time:11465727ms step_avg:722.34ms
step:15884/40500 train_loss:1.6970 aux_loss:0.0030 train_time:11466447ms step_avg:722.34ms
step:15885/40500 train_loss:1.6939 aux_loss:0.0028 train_time:11467167ms step_avg:722.34ms
step:15886/40500 train_loss:1.6473 aux_loss:0.0030 train_time:11467887ms step_avg:722.34ms
step:15887/40500 train_loss:1.6324 aux_loss:0.0029 train_time:11468608ms step_avg:722.34ms
step:15888/40500 train_loss:1.5645 aux_loss:0.0027 train_time:11469327ms step_avg:722.34ms
step:15889/40500 train_loss:1.5981 aux_loss:0.0029 train_time:11470047ms step_avg:722.34ms
step:15890/40500 train_loss:1.6320 aux_loss:0.0028 train_time:11470766ms step_avg:722.34ms
step:15891/40500 train_loss:1.6965 aux_loss:0.0028 train_time:11471488ms step_avg:722.34ms
step:15892/40500 train_loss:1.5935 aux_loss:0.0027 train_time:11472207ms step_avg:722.34ms
step:15893/40500 train_loss:1.6177 aux_loss:0.0027 train_time:11472926ms step_avg:722.34ms
step:15894/40500 train_loss:1.6018 aux_loss:0.0027 train_time:11473645ms step_avg:722.34ms
step:15895/40500 train_loss:1.6182 aux_loss:0.0028 train_time:11474366ms step_avg:722.34ms
step:15896/40500 train_loss:1.6618 aux_loss:0.0028 train_time:11475086ms step_avg:722.34ms
step:15897/40500 train_loss:1.5955 aux_loss:0.0029 train_time:11475805ms step_avg:722.34ms
step:15898/40500 train_loss:1.6405 aux_loss:0.0029 train_time:11476525ms step_avg:722.34ms
step:15899/40500 train_loss:1.6146 aux_loss:0.0028 train_time:11477244ms step_avg:722.34ms
step:15900/40500 train_loss:1.6105 aux_loss:0.0027 train_time:11477962ms step_avg:722.34ms
step:15901/40500 train_loss:1.6074 aux_loss:0.0029 train_time:11478682ms step_avg:722.34ms
step:15902/40500 train_loss:1.6466 aux_loss:0.0028 train_time:11479402ms step_avg:722.34ms
step:15903/40500 train_loss:1.6320 aux_loss:0.0032 train_time:11480123ms step_avg:722.34ms
step:15904/40500 train_loss:1.5611 aux_loss:0.0029 train_time:11480842ms step_avg:722.34ms
step:15905/40500 train_loss:1.6484 aux_loss:0.0028 train_time:11481565ms step_avg:722.34ms
step:15906/40500 train_loss:1.6496 aux_loss:0.0027 train_time:11482285ms step_avg:722.34ms
step:15907/40500 train_loss:1.6578 aux_loss:0.0027 train_time:11483003ms step_avg:722.34ms
step:15908/40500 train_loss:1.6452 aux_loss:0.0028 train_time:11483723ms step_avg:722.34ms
step:15909/40500 train_loss:1.6636 aux_loss:0.0029 train_time:11484443ms step_avg:722.34ms
step:15910/40500 train_loss:1.6570 aux_loss:0.0029 train_time:11485162ms step_avg:722.34ms
step:15911/40500 train_loss:1.6002 aux_loss:0.0027 train_time:11485880ms step_avg:722.34ms
step:15912/40500 train_loss:1.6590 aux_loss:0.0028 train_time:11486601ms step_avg:722.34ms
step:15913/40500 train_loss:1.6483 aux_loss:0.0029 train_time:11487320ms step_avg:722.34ms
step:15914/40500 train_loss:1.6224 aux_loss:0.0031 train_time:11488038ms step_avg:722.34ms
step:15915/40500 train_loss:1.6141 aux_loss:0.0031 train_time:11488758ms step_avg:722.34ms
step:15916/40500 train_loss:1.6095 aux_loss:0.0030 train_time:11489477ms step_avg:722.34ms
step:15917/40500 train_loss:1.6984 aux_loss:0.0028 train_time:11490198ms step_avg:722.34ms
step:15918/40500 train_loss:1.6933 aux_loss:0.0029 train_time:11490918ms step_avg:722.34ms
step:15919/40500 train_loss:1.6235 aux_loss:0.0028 train_time:11491636ms step_avg:722.34ms
step:15920/40500 train_loss:1.6374 aux_loss:0.0029 train_time:11492358ms step_avg:722.34ms
step:15921/40500 train_loss:1.6234 aux_loss:0.0029 train_time:11493077ms step_avg:722.34ms
step:15922/40500 train_loss:1.6114 aux_loss:0.0028 train_time:11493796ms step_avg:722.34ms
step:15923/40500 train_loss:1.6555 aux_loss:0.0029 train_time:11494517ms step_avg:722.33ms
step:15924/40500 train_loss:1.6491 aux_loss:0.0028 train_time:11495239ms step_avg:722.33ms
step:15925/40500 train_loss:1.6771 aux_loss:0.0029 train_time:11495958ms step_avg:722.33ms
step:15926/40500 train_loss:1.6216 aux_loss:0.0028 train_time:11496678ms step_avg:722.33ms
step:15927/40500 train_loss:1.6354 aux_loss:0.0031 train_time:11497397ms step_avg:722.33ms
step:15928/40500 train_loss:1.7100 aux_loss:0.0029 train_time:11498119ms step_avg:722.33ms
step:15929/40500 train_loss:1.6067 aux_loss:0.0028 train_time:11498840ms step_avg:722.33ms
step:15930/40500 train_loss:1.6449 aux_loss:0.0026 train_time:11499558ms step_avg:722.33ms
step:15931/40500 train_loss:1.6288 aux_loss:0.0029 train_time:11500278ms step_avg:722.33ms
step:15932/40500 train_loss:1.6628 aux_loss:0.0028 train_time:11500997ms step_avg:722.33ms
step:15933/40500 train_loss:1.6356 aux_loss:0.0029 train_time:11501716ms step_avg:722.33ms
step:15934/40500 train_loss:1.5954 aux_loss:0.0028 train_time:11502435ms step_avg:722.33ms
step:15935/40500 train_loss:1.5845 aux_loss:0.0029 train_time:11503156ms step_avg:722.33ms
step:15936/40500 train_loss:1.6520 aux_loss:0.0028 train_time:11503874ms step_avg:722.33ms
step:15937/40500 train_loss:1.6083 aux_loss:0.0029 train_time:11504595ms step_avg:722.33ms
step:15938/40500 train_loss:1.6397 aux_loss:0.0028 train_time:11505315ms step_avg:722.33ms
step:15939/40500 train_loss:1.6312 aux_loss:0.0029 train_time:11506035ms step_avg:722.33ms
step:15940/40500 train_loss:1.5610 aux_loss:0.0030 train_time:11506755ms step_avg:722.33ms
step:15941/40500 train_loss:1.6288 aux_loss:0.0029 train_time:11507474ms step_avg:722.33ms
step:15942/40500 train_loss:1.6649 aux_loss:0.0032 train_time:11508195ms step_avg:722.33ms
step:15943/40500 train_loss:1.6240 aux_loss:0.0031 train_time:11508916ms step_avg:722.33ms
step:15944/40500 train_loss:1.6070 aux_loss:0.0030 train_time:11509635ms step_avg:722.33ms
step:15945/40500 train_loss:1.6353 aux_loss:0.0029 train_time:11510356ms step_avg:722.33ms
step:15946/40500 train_loss:1.6695 aux_loss:0.0030 train_time:11511074ms step_avg:722.33ms
step:15947/40500 train_loss:1.6924 aux_loss:0.0030 train_time:11511796ms step_avg:722.33ms
step:15948/40500 train_loss:1.6190 aux_loss:0.0035 train_time:11512514ms step_avg:722.33ms
step:15949/40500 train_loss:1.6212 aux_loss:0.0030 train_time:11513233ms step_avg:722.33ms
step:15950/40500 train_loss:1.6344 aux_loss:0.0031 train_time:11513953ms step_avg:722.33ms
step:15951/40500 train_loss:1.5710 aux_loss:0.0028 train_time:11514672ms step_avg:722.33ms
step:15952/40500 train_loss:1.5939 aux_loss:0.0027 train_time:11515393ms step_avg:722.33ms
step:15953/40500 train_loss:1.6318 aux_loss:0.0030 train_time:11516112ms step_avg:722.33ms
step:15954/40500 train_loss:1.6017 aux_loss:0.0029 train_time:11516831ms step_avg:722.33ms
step:15955/40500 train_loss:1.5950 aux_loss:0.0031 train_time:11517550ms step_avg:722.33ms
step:15956/40500 train_loss:1.5226 aux_loss:0.0031 train_time:11518271ms step_avg:722.33ms
step:15957/40500 train_loss:1.6466 aux_loss:0.0030 train_time:11518993ms step_avg:722.33ms
step:15958/40500 train_loss:1.7253 aux_loss:0.0028 train_time:11519712ms step_avg:722.33ms
step:15959/40500 train_loss:1.5748 aux_loss:0.0029 train_time:11520431ms step_avg:722.33ms
step:15960/40500 train_loss:1.6545 aux_loss:0.0031 train_time:11521150ms step_avg:722.33ms
step:15961/40500 train_loss:1.6372 aux_loss:0.0029 train_time:11521869ms step_avg:722.33ms
step:15962/40500 train_loss:1.6634 aux_loss:0.0028 train_time:11522589ms step_avg:722.33ms
step:15963/40500 train_loss:1.5437 aux_loss:0.0029 train_time:11523311ms step_avg:722.33ms
step:15964/40500 train_loss:1.6412 aux_loss:0.0029 train_time:11524031ms step_avg:722.33ms
step:15965/40500 train_loss:1.6070 aux_loss:0.0029 train_time:11524750ms step_avg:722.33ms
step:15966/40500 train_loss:1.6624 aux_loss:0.0030 train_time:11525470ms step_avg:722.33ms
step:15967/40500 train_loss:1.6389 aux_loss:0.0028 train_time:11526191ms step_avg:722.33ms
step:15968/40500 train_loss:1.6643 aux_loss:0.0029 train_time:11526910ms step_avg:722.33ms
step:15969/40500 train_loss:1.6306 aux_loss:0.0028 train_time:11527628ms step_avg:722.33ms
step:15970/40500 train_loss:1.6305 aux_loss:0.0028 train_time:11528348ms step_avg:722.33ms
step:15971/40500 train_loss:1.6433 aux_loss:0.0028 train_time:11529070ms step_avg:722.33ms
step:15972/40500 train_loss:1.6287 aux_loss:0.0029 train_time:11529790ms step_avg:722.33ms
step:15973/40500 train_loss:1.6170 aux_loss:0.0029 train_time:11530510ms step_avg:722.33ms
step:15974/40500 train_loss:1.6998 aux_loss:0.0029 train_time:11531230ms step_avg:722.33ms
step:15975/40500 train_loss:1.6382 aux_loss:0.0029 train_time:11531949ms step_avg:722.33ms
step:15976/40500 train_loss:1.6384 aux_loss:0.0032 train_time:11532669ms step_avg:722.33ms
step:15977/40500 train_loss:1.6030 aux_loss:0.0028 train_time:11533389ms step_avg:722.33ms
step:15978/40500 train_loss:1.5737 aux_loss:0.0028 train_time:11534110ms step_avg:722.33ms
step:15979/40500 train_loss:1.6366 aux_loss:0.0027 train_time:11534827ms step_avg:722.33ms
step:15980/40500 train_loss:1.6474 aux_loss:0.0030 train_time:11535547ms step_avg:722.33ms
step:15981/40500 train_loss:1.5782 aux_loss:0.0028 train_time:11536266ms step_avg:722.33ms
step:15982/40500 train_loss:1.5892 aux_loss:0.0028 train_time:11536985ms step_avg:722.33ms
step:15983/40500 train_loss:1.5736 aux_loss:0.0028 train_time:11537705ms step_avg:722.33ms
step:15984/40500 train_loss:1.6396 aux_loss:0.0028 train_time:11538423ms step_avg:722.33ms
step:15985/40500 train_loss:1.6343 aux_loss:0.0033 train_time:11539142ms step_avg:722.33ms
step:15986/40500 train_loss:1.5868 aux_loss:0.0028 train_time:11539864ms step_avg:722.32ms
step:15987/40500 train_loss:1.6516 aux_loss:0.0027 train_time:11540582ms step_avg:722.32ms
step:15988/40500 train_loss:1.7501 aux_loss:0.0029 train_time:11541301ms step_avg:722.32ms
step:15989/40500 train_loss:1.6099 aux_loss:0.0030 train_time:11542021ms step_avg:722.32ms
step:15990/40500 train_loss:1.6732 aux_loss:0.0030 train_time:11542741ms step_avg:722.32ms
step:15991/40500 train_loss:1.5879 aux_loss:0.0030 train_time:11543459ms step_avg:722.32ms
step:15992/40500 train_loss:1.6649 aux_loss:0.0029 train_time:11544179ms step_avg:722.32ms
step:15993/40500 train_loss:1.6029 aux_loss:0.0028 train_time:11544899ms step_avg:722.32ms
step:15994/40500 train_loss:1.6084 aux_loss:0.0029 train_time:11545618ms step_avg:722.32ms
step:15995/40500 train_loss:1.6595 aux_loss:0.0028 train_time:11546338ms step_avg:722.32ms
step:15996/40500 train_loss:1.6260 aux_loss:0.0029 train_time:11547061ms step_avg:722.32ms
step:15997/40500 train_loss:1.6633 aux_loss:0.0029 train_time:11547781ms step_avg:722.32ms
step:15998/40500 train_loss:1.6485 aux_loss:0.0028 train_time:11548503ms step_avg:722.32ms
step:15999/40500 train_loss:1.6746 aux_loss:0.0029 train_time:11549221ms step_avg:722.32ms
step:16000/40500 train_loss:1.5881 aux_loss:0.0029 train_time:11549941ms step_avg:722.32ms
step:16000/40500 val_loss:1.6322 val_aux_loss:0.0029 train_time:11549942ms step_avg:722.32ms
step:16001/40500 train_loss:1.6240 aux_loss:0.0027 train_time:11550664ms step_avg:722.32ms
step:16002/40500 train_loss:1.6305 aux_loss:0.0029 train_time:11551381ms step_avg:722.32ms
step:16003/40500 train_loss:1.5786 aux_loss:0.0027 train_time:11552100ms step_avg:722.32ms
step:16004/40500 train_loss:1.6076 aux_loss:0.0027 train_time:11552819ms step_avg:722.32ms
step:16005/40500 train_loss:1.6285 aux_loss:0.0028 train_time:11553542ms step_avg:722.32ms
step:16006/40500 train_loss:1.5732 aux_loss:0.0028 train_time:11554262ms step_avg:722.32ms
step:16007/40500 train_loss:1.6553 aux_loss:0.0028 train_time:11554981ms step_avg:722.32ms
step:16008/40500 train_loss:1.6543 aux_loss:0.0028 train_time:11555700ms step_avg:722.32ms
step:16009/40500 train_loss:1.5905 aux_loss:0.0029 train_time:11556419ms step_avg:722.32ms
step:16010/40500 train_loss:1.6421 aux_loss:0.0031 train_time:11557138ms step_avg:722.32ms
step:16011/40500 train_loss:1.6069 aux_loss:0.0030 train_time:11557859ms step_avg:722.32ms
step:16012/40500 train_loss:1.6114 aux_loss:0.0031 train_time:11558578ms step_avg:722.32ms
step:16013/40500 train_loss:1.6576 aux_loss:0.0030 train_time:11559297ms step_avg:722.32ms
step:16014/40500 train_loss:1.6245 aux_loss:0.0031 train_time:11560016ms step_avg:722.32ms
step:16015/40500 train_loss:1.6156 aux_loss:0.0029 train_time:11560737ms step_avg:722.32ms
step:16016/40500 train_loss:1.6427 aux_loss:0.0030 train_time:11561457ms step_avg:722.32ms
step:16017/40500 train_loss:1.6095 aux_loss:0.0028 train_time:11562176ms step_avg:722.32ms
step:16018/40500 train_loss:1.6156 aux_loss:0.0028 train_time:11562898ms step_avg:722.32ms
step:16019/40500 train_loss:1.5879 aux_loss:0.0032 train_time:11563618ms step_avg:722.32ms
step:16020/40500 train_loss:1.5487 aux_loss:0.0030 train_time:11564335ms step_avg:722.32ms
step:16021/40500 train_loss:1.6449 aux_loss:0.0028 train_time:11565056ms step_avg:722.32ms
step:16022/40500 train_loss:1.6054 aux_loss:0.0030 train_time:11565775ms step_avg:722.32ms
step:16023/40500 train_loss:1.6136 aux_loss:0.0028 train_time:11566496ms step_avg:722.32ms
step:16024/40500 train_loss:1.6425 aux_loss:0.0031 train_time:11567215ms step_avg:722.32ms
step:16025/40500 train_loss:1.6537 aux_loss:0.0028 train_time:11567935ms step_avg:722.32ms
step:16026/40500 train_loss:1.5721 aux_loss:0.0027 train_time:11568655ms step_avg:722.32ms
step:16027/40500 train_loss:1.6764 aux_loss:0.0026 train_time:11569372ms step_avg:722.32ms
step:16028/40500 train_loss:1.6345 aux_loss:0.0029 train_time:11570092ms step_avg:722.32ms
step:16029/40500 train_loss:1.6405 aux_loss:0.0029 train_time:11570812ms step_avg:722.32ms
step:16030/40500 train_loss:1.6457 aux_loss:0.0029 train_time:11571531ms step_avg:722.32ms
step:16031/40500 train_loss:1.6005 aux_loss:0.0026 train_time:11572251ms step_avg:722.32ms
step:16032/40500 train_loss:1.6500 aux_loss:0.0032 train_time:11572970ms step_avg:722.32ms
step:16033/40500 train_loss:1.6601 aux_loss:0.0027 train_time:11573689ms step_avg:722.32ms
step:16034/40500 train_loss:1.6335 aux_loss:0.0029 train_time:11574409ms step_avg:722.32ms
step:16035/40500 train_loss:1.5531 aux_loss:0.0029 train_time:11575128ms step_avg:722.32ms
step:16036/40500 train_loss:1.5988 aux_loss:0.0039 train_time:11575849ms step_avg:722.32ms
step:16037/40500 train_loss:1.6930 aux_loss:0.0030 train_time:11576567ms step_avg:722.32ms
step:16038/40500 train_loss:1.5859 aux_loss:0.0029 train_time:11577289ms step_avg:722.32ms
step:16039/40500 train_loss:1.6115 aux_loss:0.0030 train_time:11578009ms step_avg:722.32ms
step:16040/40500 train_loss:1.5905 aux_loss:0.0029 train_time:11578727ms step_avg:722.32ms
step:16041/40500 train_loss:1.6663 aux_loss:0.0029 train_time:11579447ms step_avg:722.32ms
step:16042/40500 train_loss:1.7147 aux_loss:0.0030 train_time:11580171ms step_avg:722.32ms
step:16043/40500 train_loss:1.6255 aux_loss:0.0031 train_time:11580891ms step_avg:722.32ms
step:16044/40500 train_loss:1.5833 aux_loss:0.0028 train_time:11581613ms step_avg:722.32ms
step:16045/40500 train_loss:1.5862 aux_loss:0.0029 train_time:11582332ms step_avg:722.32ms
step:16046/40500 train_loss:1.6894 aux_loss:0.0029 train_time:11583054ms step_avg:722.32ms
step:16047/40500 train_loss:1.6018 aux_loss:0.0027 train_time:11583774ms step_avg:722.32ms
step:16048/40500 train_loss:1.6522 aux_loss:0.0030 train_time:11584492ms step_avg:722.32ms
step:16049/40500 train_loss:1.6263 aux_loss:0.0029 train_time:11585212ms step_avg:722.32ms
step:16050/40500 train_loss:1.6253 aux_loss:0.0029 train_time:11585932ms step_avg:722.31ms
step:16051/40500 train_loss:1.6014 aux_loss:0.0035 train_time:11586651ms step_avg:722.31ms
step:16052/40500 train_loss:1.6332 aux_loss:0.0029 train_time:11587371ms step_avg:722.31ms
step:16053/40500 train_loss:1.5469 aux_loss:0.0026 train_time:11588093ms step_avg:722.31ms
step:16054/40500 train_loss:1.5896 aux_loss:0.0029 train_time:11588814ms step_avg:722.31ms
step:16055/40500 train_loss:1.6738 aux_loss:0.0029 train_time:11589533ms step_avg:722.31ms
step:16056/40500 train_loss:1.5924 aux_loss:0.0028 train_time:11590252ms step_avg:722.31ms
step:16057/40500 train_loss:1.6846 aux_loss:0.0028 train_time:11590972ms step_avg:722.31ms
step:16058/40500 train_loss:1.6679 aux_loss:0.0030 train_time:11591691ms step_avg:722.31ms
step:16059/40500 train_loss:1.6312 aux_loss:0.0031 train_time:11592411ms step_avg:722.31ms
step:16060/40500 train_loss:1.6438 aux_loss:0.0032 train_time:11593132ms step_avg:722.31ms
step:16061/40500 train_loss:1.5698 aux_loss:0.0030 train_time:11593850ms step_avg:722.31ms
step:16062/40500 train_loss:1.5647 aux_loss:0.0030 train_time:11594571ms step_avg:722.31ms
step:16063/40500 train_loss:1.6259 aux_loss:0.0029 train_time:11595290ms step_avg:722.31ms
step:16064/40500 train_loss:1.5454 aux_loss:0.0029 train_time:11596011ms step_avg:722.31ms
step:16065/40500 train_loss:1.6302 aux_loss:0.0030 train_time:11596731ms step_avg:722.31ms
step:16066/40500 train_loss:1.6500 aux_loss:0.0031 train_time:11597450ms step_avg:722.31ms
step:16067/40500 train_loss:1.6072 aux_loss:0.0029 train_time:11598169ms step_avg:722.31ms
step:16068/40500 train_loss:1.5855 aux_loss:0.0028 train_time:11598890ms step_avg:722.31ms
step:16069/40500 train_loss:1.5921 aux_loss:0.0028 train_time:11599610ms step_avg:722.31ms
step:16070/40500 train_loss:1.6863 aux_loss:0.0034 train_time:11600325ms step_avg:722.31ms
step:16071/40500 train_loss:1.6018 aux_loss:0.0029 train_time:11601046ms step_avg:722.31ms
step:16072/40500 train_loss:1.5640 aux_loss:0.0027 train_time:11601766ms step_avg:722.31ms
step:16073/40500 train_loss:1.6205 aux_loss:0.0028 train_time:11602487ms step_avg:722.31ms
step:16074/40500 train_loss:1.5761 aux_loss:0.0029 train_time:11603207ms step_avg:722.31ms
step:16075/40500 train_loss:1.6494 aux_loss:0.0030 train_time:11603928ms step_avg:722.31ms
step:16076/40500 train_loss:1.6079 aux_loss:0.0030 train_time:11604647ms step_avg:722.31ms
step:16077/40500 train_loss:1.5924 aux_loss:0.0029 train_time:11605367ms step_avg:722.31ms
step:16078/40500 train_loss:1.6462 aux_loss:0.0036 train_time:11606089ms step_avg:722.31ms
step:16079/40500 train_loss:1.6286 aux_loss:0.0030 train_time:11606808ms step_avg:722.31ms
step:16080/40500 train_loss:1.6112 aux_loss:0.0032 train_time:11607528ms step_avg:722.31ms
step:16081/40500 train_loss:1.6123 aux_loss:0.0029 train_time:11608248ms step_avg:722.31ms
step:16082/40500 train_loss:1.6303 aux_loss:0.0032 train_time:11608967ms step_avg:722.31ms
step:16083/40500 train_loss:1.5857 aux_loss:0.0029 train_time:11609687ms step_avg:722.31ms
step:16084/40500 train_loss:1.6281 aux_loss:0.0029 train_time:11610407ms step_avg:722.31ms
step:16085/40500 train_loss:1.6353 aux_loss:0.0029 train_time:11611128ms step_avg:722.31ms
step:16086/40500 train_loss:1.6644 aux_loss:0.0028 train_time:11611847ms step_avg:722.31ms
step:16087/40500 train_loss:1.6514 aux_loss:0.0028 train_time:11612567ms step_avg:722.31ms
step:16088/40500 train_loss:1.6281 aux_loss:0.0028 train_time:11613286ms step_avg:722.31ms
step:16089/40500 train_loss:1.6302 aux_loss:0.0030 train_time:11614006ms step_avg:722.31ms
step:16090/40500 train_loss:1.6136 aux_loss:0.0028 train_time:11614725ms step_avg:722.31ms
step:16091/40500 train_loss:1.6490 aux_loss:0.0028 train_time:11615445ms step_avg:722.31ms
step:16092/40500 train_loss:1.6801 aux_loss:0.0031 train_time:11616164ms step_avg:722.31ms
step:16093/40500 train_loss:1.6199 aux_loss:0.0029 train_time:11616884ms step_avg:722.31ms
step:16094/40500 train_loss:1.6214 aux_loss:0.0030 train_time:11617605ms step_avg:722.31ms
step:16095/40500 train_loss:1.6187 aux_loss:0.0029 train_time:11618324ms step_avg:722.31ms
step:16096/40500 train_loss:1.5907 aux_loss:0.0030 train_time:11619043ms step_avg:722.31ms
step:16097/40500 train_loss:1.6023 aux_loss:0.0029 train_time:11619765ms step_avg:722.31ms
step:16098/40500 train_loss:1.6284 aux_loss:0.0030 train_time:11620484ms step_avg:722.31ms
step:16099/40500 train_loss:1.6390 aux_loss:0.0029 train_time:11621203ms step_avg:722.31ms
step:16100/40500 train_loss:1.6798 aux_loss:0.0031 train_time:11621921ms step_avg:722.31ms
step:16101/40500 train_loss:1.6294 aux_loss:0.0031 train_time:11622643ms step_avg:722.31ms
step:16102/40500 train_loss:1.6411 aux_loss:0.0028 train_time:11623362ms step_avg:722.31ms
step:16103/40500 train_loss:1.6076 aux_loss:0.0028 train_time:11624082ms step_avg:722.31ms
step:16104/40500 train_loss:1.6353 aux_loss:0.0032 train_time:11624803ms step_avg:722.31ms
step:16105/40500 train_loss:1.6246 aux_loss:0.0028 train_time:11625522ms step_avg:722.31ms
step:16106/40500 train_loss:1.6830 aux_loss:0.0031 train_time:11626242ms step_avg:722.31ms
step:16107/40500 train_loss:1.6299 aux_loss:0.0037 train_time:11626962ms step_avg:722.31ms
step:16108/40500 train_loss:1.6220 aux_loss:0.0031 train_time:11627683ms step_avg:722.31ms
step:16109/40500 train_loss:1.6711 aux_loss:0.0028 train_time:11628400ms step_avg:722.31ms
step:16110/40500 train_loss:1.5661 aux_loss:0.0028 train_time:11629120ms step_avg:722.31ms
step:16111/40500 train_loss:1.5954 aux_loss:0.0027 train_time:11629840ms step_avg:722.31ms
step:16112/40500 train_loss:1.6490 aux_loss:0.0029 train_time:11630560ms step_avg:722.31ms
step:16113/40500 train_loss:1.6704 aux_loss:0.0028 train_time:11631279ms step_avg:722.31ms
step:16114/40500 train_loss:1.6133 aux_loss:0.0027 train_time:11631999ms step_avg:722.30ms
step:16115/40500 train_loss:1.5877 aux_loss:0.0028 train_time:11632719ms step_avg:722.30ms
step:16116/40500 train_loss:1.6156 aux_loss:0.0028 train_time:11633437ms step_avg:722.30ms
step:16117/40500 train_loss:1.6245 aux_loss:0.0030 train_time:11634157ms step_avg:722.30ms
step:16118/40500 train_loss:1.6462 aux_loss:0.0028 train_time:11634875ms step_avg:722.30ms
step:16119/40500 train_loss:1.5840 aux_loss:0.0032 train_time:11635597ms step_avg:722.30ms
step:16120/40500 train_loss:1.6294 aux_loss:0.0032 train_time:11636317ms step_avg:722.30ms
step:16121/40500 train_loss:1.6290 aux_loss:0.0030 train_time:11637038ms step_avg:722.30ms
step:16122/40500 train_loss:1.6807 aux_loss:0.0028 train_time:11637758ms step_avg:722.30ms
step:16123/40500 train_loss:1.6327 aux_loss:0.0027 train_time:11638478ms step_avg:722.30ms
step:16124/40500 train_loss:1.6509 aux_loss:0.0029 train_time:11639197ms step_avg:722.30ms
step:16125/40500 train_loss:1.5742 aux_loss:0.0028 train_time:11639917ms step_avg:722.30ms
step:16126/40500 train_loss:1.5938 aux_loss:0.0028 train_time:11640636ms step_avg:722.30ms
step:16127/40500 train_loss:1.5753 aux_loss:0.0030 train_time:11641356ms step_avg:722.30ms
step:16128/40500 train_loss:1.6715 aux_loss:0.0028 train_time:11642077ms step_avg:722.30ms
step:16129/40500 train_loss:1.5842 aux_loss:0.0031 train_time:11642797ms step_avg:722.30ms
step:16130/40500 train_loss:1.6269 aux_loss:0.0030 train_time:11643517ms step_avg:722.30ms
step:16131/40500 train_loss:1.6341 aux_loss:0.0030 train_time:11644237ms step_avg:722.30ms
step:16132/40500 train_loss:1.6185 aux_loss:0.0030 train_time:11644957ms step_avg:722.30ms
step:16133/40500 train_loss:1.5590 aux_loss:0.0029 train_time:11645678ms step_avg:722.30ms
step:16134/40500 train_loss:1.5756 aux_loss:0.0028 train_time:11646396ms step_avg:722.30ms
step:16135/40500 train_loss:1.6650 aux_loss:0.0027 train_time:11647116ms step_avg:722.30ms
step:16136/40500 train_loss:1.6319 aux_loss:0.0031 train_time:11647835ms step_avg:722.30ms
step:16137/40500 train_loss:1.6038 aux_loss:0.0029 train_time:11648556ms step_avg:722.30ms
step:16138/40500 train_loss:1.6817 aux_loss:0.0027 train_time:11649275ms step_avg:722.30ms
step:16139/40500 train_loss:1.6771 aux_loss:0.0028 train_time:11649994ms step_avg:722.30ms
step:16140/40500 train_loss:1.6241 aux_loss:0.0029 train_time:11650715ms step_avg:722.30ms
step:16141/40500 train_loss:1.6643 aux_loss:0.0029 train_time:11651434ms step_avg:722.30ms
step:16142/40500 train_loss:1.6187 aux_loss:0.0028 train_time:11652153ms step_avg:722.30ms
step:16143/40500 train_loss:1.6287 aux_loss:0.0027 train_time:11652873ms step_avg:722.30ms
step:16144/40500 train_loss:1.6446 aux_loss:0.0028 train_time:11653593ms step_avg:722.30ms
step:16145/40500 train_loss:1.6336 aux_loss:0.0029 train_time:11654313ms step_avg:722.30ms
step:16146/40500 train_loss:1.6174 aux_loss:0.0028 train_time:11655032ms step_avg:722.30ms
step:16147/40500 train_loss:1.5812 aux_loss:0.0027 train_time:11655753ms step_avg:722.30ms
step:16148/40500 train_loss:1.6070 aux_loss:0.0027 train_time:11656472ms step_avg:722.30ms
step:16149/40500 train_loss:1.6460 aux_loss:0.0032 train_time:11657192ms step_avg:722.30ms
step:16150/40500 train_loss:1.6051 aux_loss:0.0031 train_time:11657911ms step_avg:722.30ms
step:16151/40500 train_loss:1.6640 aux_loss:0.0030 train_time:11658630ms step_avg:722.30ms
step:16152/40500 train_loss:1.6856 aux_loss:0.0030 train_time:11659350ms step_avg:722.30ms
step:16153/40500 train_loss:1.6282 aux_loss:0.0028 train_time:11660069ms step_avg:722.30ms
step:16154/40500 train_loss:1.6402 aux_loss:0.0027 train_time:11660789ms step_avg:722.30ms
step:16155/40500 train_loss:1.7024 aux_loss:0.0029 train_time:11661508ms step_avg:722.30ms
step:16156/40500 train_loss:1.6388 aux_loss:0.0028 train_time:11662228ms step_avg:722.30ms
step:16157/40500 train_loss:1.6328 aux_loss:0.0028 train_time:11662948ms step_avg:722.30ms
step:16158/40500 train_loss:1.6501 aux_loss:0.0028 train_time:11663669ms step_avg:722.30ms
step:16159/40500 train_loss:1.7107 aux_loss:0.0029 train_time:11664389ms step_avg:722.30ms
step:16160/40500 train_loss:1.6337 aux_loss:0.0029 train_time:11665109ms step_avg:722.30ms
step:16161/40500 train_loss:1.6522 aux_loss:0.0037 train_time:11665829ms step_avg:722.30ms
step:16162/40500 train_loss:1.6232 aux_loss:0.0027 train_time:11666549ms step_avg:722.30ms
step:16163/40500 train_loss:1.5870 aux_loss:0.0029 train_time:11667268ms step_avg:722.30ms
step:16164/40500 train_loss:1.6195 aux_loss:0.0028 train_time:11667989ms step_avg:722.30ms
step:16165/40500 train_loss:1.5917 aux_loss:0.0028 train_time:11668708ms step_avg:722.30ms
step:16166/40500 train_loss:1.6346 aux_loss:0.0029 train_time:11669427ms step_avg:722.30ms
step:16167/40500 train_loss:1.5826 aux_loss:0.0030 train_time:11670146ms step_avg:722.30ms
step:16168/40500 train_loss:1.6398 aux_loss:0.0029 train_time:11670866ms step_avg:722.30ms
step:16169/40500 train_loss:1.6357 aux_loss:0.0035 train_time:11671586ms step_avg:722.30ms
step:16170/40500 train_loss:1.6474 aux_loss:0.0029 train_time:11672305ms step_avg:722.30ms
step:16171/40500 train_loss:1.5644 aux_loss:0.0032 train_time:11673025ms step_avg:722.30ms
step:16172/40500 train_loss:1.6416 aux_loss:0.0027 train_time:11673745ms step_avg:722.30ms
step:16173/40500 train_loss:1.5907 aux_loss:0.0027 train_time:11674464ms step_avg:722.30ms
step:16174/40500 train_loss:1.6008 aux_loss:0.0027 train_time:11675182ms step_avg:722.30ms
step:16175/40500 train_loss:1.6414 aux_loss:0.0027 train_time:11675902ms step_avg:722.30ms
step:16176/40500 train_loss:1.6202 aux_loss:0.0029 train_time:11676620ms step_avg:722.29ms
step:16177/40500 train_loss:1.6469 aux_loss:0.0028 train_time:11677340ms step_avg:722.29ms
step:16178/40500 train_loss:1.6025 aux_loss:0.0029 train_time:11678060ms step_avg:722.29ms
step:16179/40500 train_loss:1.6186 aux_loss:0.0028 train_time:11678780ms step_avg:722.29ms
step:16180/40500 train_loss:1.5928 aux_loss:0.0029 train_time:11679499ms step_avg:722.29ms
step:16181/40500 train_loss:1.6388 aux_loss:0.0027 train_time:11680219ms step_avg:722.29ms
step:16182/40500 train_loss:1.6222 aux_loss:0.0029 train_time:11680939ms step_avg:722.29ms
step:16183/40500 train_loss:1.6715 aux_loss:0.0029 train_time:11681659ms step_avg:722.29ms
step:16184/40500 train_loss:1.5906 aux_loss:0.0029 train_time:11682378ms step_avg:722.29ms
step:16185/40500 train_loss:1.6269 aux_loss:0.0040 train_time:11683099ms step_avg:722.29ms
step:16186/40500 train_loss:1.6609 aux_loss:0.0029 train_time:11683819ms step_avg:722.29ms
step:16187/40500 train_loss:1.5803 aux_loss:0.0028 train_time:11684536ms step_avg:722.29ms
step:16188/40500 train_loss:1.6290 aux_loss:0.0028 train_time:11685253ms step_avg:722.29ms
step:16189/40500 train_loss:1.5940 aux_loss:0.0028 train_time:11685973ms step_avg:722.29ms
step:16190/40500 train_loss:1.6732 aux_loss:0.0029 train_time:11686691ms step_avg:722.29ms
step:16191/40500 train_loss:1.5881 aux_loss:0.0030 train_time:11687410ms step_avg:722.29ms
step:16192/40500 train_loss:1.5893 aux_loss:0.0028 train_time:11688129ms step_avg:722.29ms
step:16193/40500 train_loss:1.6010 aux_loss:0.0028 train_time:11688847ms step_avg:722.29ms
step:16194/40500 train_loss:1.5763 aux_loss:0.0027 train_time:11689565ms step_avg:722.29ms
step:16195/40500 train_loss:1.6104 aux_loss:0.0029 train_time:11690284ms step_avg:722.29ms
step:16196/40500 train_loss:1.5884 aux_loss:0.0029 train_time:11691003ms step_avg:722.29ms
step:16197/40500 train_loss:1.6470 aux_loss:0.0029 train_time:11691722ms step_avg:722.29ms
step:16198/40500 train_loss:1.6481 aux_loss:0.0031 train_time:11692442ms step_avg:722.29ms
step:16199/40500 train_loss:1.6304 aux_loss:0.0030 train_time:11693162ms step_avg:722.29ms
step:16200/40500 train_loss:1.6184 aux_loss:0.0030 train_time:11693881ms step_avg:722.29ms
step:16201/40500 train_loss:1.6145 aux_loss:0.0028 train_time:11694600ms step_avg:722.29ms
step:16202/40500 train_loss:1.6096 aux_loss:0.0029 train_time:11695317ms step_avg:722.29ms
step:16203/40500 train_loss:1.6410 aux_loss:0.0030 train_time:11696037ms step_avg:722.29ms
step:16204/40500 train_loss:1.6601 aux_loss:0.0028 train_time:11696758ms step_avg:722.29ms
step:16205/40500 train_loss:1.6349 aux_loss:0.0030 train_time:11697476ms step_avg:722.29ms
step:16206/40500 train_loss:1.6133 aux_loss:0.0028 train_time:11698197ms step_avg:722.29ms
step:16207/40500 train_loss:1.6407 aux_loss:0.0028 train_time:11698916ms step_avg:722.29ms
step:16208/40500 train_loss:1.5983 aux_loss:0.0029 train_time:11699635ms step_avg:722.29ms
step:16209/40500 train_loss:1.6042 aux_loss:0.0033 train_time:11700356ms step_avg:722.29ms
step:16210/40500 train_loss:1.6415 aux_loss:0.0028 train_time:11701077ms step_avg:722.29ms
step:16211/40500 train_loss:1.5758 aux_loss:0.0028 train_time:11701796ms step_avg:722.29ms
step:16212/40500 train_loss:1.6057 aux_loss:0.0029 train_time:11702515ms step_avg:722.29ms
step:16213/40500 train_loss:1.5951 aux_loss:0.0029 train_time:11703235ms step_avg:722.29ms
step:16214/40500 train_loss:1.6092 aux_loss:0.0028 train_time:11703953ms step_avg:722.29ms
step:16215/40500 train_loss:1.6634 aux_loss:0.0028 train_time:11704672ms step_avg:722.29ms
step:16216/40500 train_loss:1.6140 aux_loss:0.0032 train_time:11705394ms step_avg:722.29ms
step:16217/40500 train_loss:1.6492 aux_loss:0.0031 train_time:11706113ms step_avg:722.29ms
step:16218/40500 train_loss:1.6498 aux_loss:0.0030 train_time:11706830ms step_avg:722.29ms
step:16219/40500 train_loss:1.6537 aux_loss:0.0031 train_time:11707551ms step_avg:722.29ms
step:16220/40500 train_loss:1.6537 aux_loss:0.0030 train_time:11708269ms step_avg:722.29ms
step:16221/40500 train_loss:1.6314 aux_loss:0.0029 train_time:11708990ms step_avg:722.29ms
step:16222/40500 train_loss:1.5955 aux_loss:0.0027 train_time:11709709ms step_avg:722.29ms
step:16223/40500 train_loss:1.5808 aux_loss:0.0028 train_time:11710428ms step_avg:722.29ms
step:16224/40500 train_loss:1.6871 aux_loss:0.0030 train_time:11711150ms step_avg:722.29ms
step:16225/40500 train_loss:1.5934 aux_loss:0.0028 train_time:11711869ms step_avg:722.29ms
step:16226/40500 train_loss:1.6198 aux_loss:0.0029 train_time:11712589ms step_avg:722.29ms
step:16227/40500 train_loss:1.6713 aux_loss:0.0029 train_time:11713312ms step_avg:722.29ms
step:16228/40500 train_loss:1.5938 aux_loss:0.0029 train_time:11714032ms step_avg:722.29ms
step:16229/40500 train_loss:1.6329 aux_loss:0.0028 train_time:11714752ms step_avg:722.29ms
step:16230/40500 train_loss:1.7218 aux_loss:0.0028 train_time:11715471ms step_avg:722.29ms
step:16231/40500 train_loss:1.6120 aux_loss:0.0026 train_time:11716191ms step_avg:722.29ms
step:16232/40500 train_loss:1.6114 aux_loss:0.0028 train_time:11716910ms step_avg:722.29ms
step:16233/40500 train_loss:1.6272 aux_loss:0.0030 train_time:11717630ms step_avg:722.29ms
step:16234/40500 train_loss:1.5986 aux_loss:0.0027 train_time:11718349ms step_avg:722.28ms
step:16235/40500 train_loss:1.6154 aux_loss:0.0027 train_time:11719067ms step_avg:722.28ms
step:16236/40500 train_loss:1.6103 aux_loss:0.0029 train_time:11719785ms step_avg:722.28ms
step:16237/40500 train_loss:1.5871 aux_loss:0.0029 train_time:11720505ms step_avg:722.28ms
step:16238/40500 train_loss:1.6110 aux_loss:0.0030 train_time:11721222ms step_avg:722.28ms
step:16239/40500 train_loss:1.6344 aux_loss:0.0028 train_time:11721941ms step_avg:722.28ms
step:16240/40500 train_loss:1.6415 aux_loss:0.0031 train_time:11722661ms step_avg:722.28ms
step:16241/40500 train_loss:1.6214 aux_loss:0.0030 train_time:11723378ms step_avg:722.28ms
step:16242/40500 train_loss:1.5955 aux_loss:0.0030 train_time:11724096ms step_avg:722.28ms
step:16243/40500 train_loss:1.6413 aux_loss:0.0029 train_time:11724815ms step_avg:722.28ms
step:16244/40500 train_loss:1.5695 aux_loss:0.0029 train_time:11725534ms step_avg:722.28ms
step:16245/40500 train_loss:1.6313 aux_loss:0.0029 train_time:11726252ms step_avg:722.28ms
step:16246/40500 train_loss:1.6064 aux_loss:0.0028 train_time:11726972ms step_avg:722.28ms
step:16247/40500 train_loss:1.6880 aux_loss:0.0028 train_time:11727691ms step_avg:722.28ms
step:16248/40500 train_loss:1.5907 aux_loss:0.0030 train_time:11728410ms step_avg:722.28ms
step:16249/40500 train_loss:1.6800 aux_loss:0.0028 train_time:11729130ms step_avg:722.28ms
step:16250/40500 train_loss:1.6420 aux_loss:0.0030 train_time:11729850ms step_avg:722.28ms
step:16251/40500 train_loss:1.6734 aux_loss:0.0030 train_time:11730570ms step_avg:722.28ms
step:16252/40500 train_loss:1.5799 aux_loss:0.0030 train_time:11731288ms step_avg:722.28ms
step:16253/40500 train_loss:1.6408 aux_loss:0.0028 train_time:11732005ms step_avg:722.28ms
step:16254/40500 train_loss:1.6911 aux_loss:0.0032 train_time:11732727ms step_avg:722.28ms
step:16255/40500 train_loss:1.5786 aux_loss:0.0029 train_time:11733446ms step_avg:722.28ms
step:16256/40500 train_loss:1.6347 aux_loss:0.0028 train_time:11734166ms step_avg:722.28ms
step:16257/40500 train_loss:1.6766 aux_loss:0.0028 train_time:11734886ms step_avg:722.28ms
step:16258/40500 train_loss:1.6231 aux_loss:0.0029 train_time:11735606ms step_avg:722.28ms
step:16259/40500 train_loss:1.6470 aux_loss:0.0030 train_time:11736325ms step_avg:722.28ms
step:16260/40500 train_loss:1.6167 aux_loss:0.0034 train_time:11737047ms step_avg:722.28ms
step:16261/40500 train_loss:1.5628 aux_loss:0.0030 train_time:11737766ms step_avg:722.28ms
step:16262/40500 train_loss:1.6424 aux_loss:0.0029 train_time:11738484ms step_avg:722.28ms
step:16263/40500 train_loss:1.6511 aux_loss:0.0029 train_time:11739205ms step_avg:722.28ms
step:16264/40500 train_loss:1.5801 aux_loss:0.0029 train_time:11739925ms step_avg:722.28ms
step:16265/40500 train_loss:1.5970 aux_loss:0.0028 train_time:11740645ms step_avg:722.28ms
step:16266/40500 train_loss:1.6476 aux_loss:0.0028 train_time:11741367ms step_avg:722.28ms
step:16267/40500 train_loss:1.5940 aux_loss:0.0028 train_time:11742087ms step_avg:722.28ms
step:16268/40500 train_loss:1.6176 aux_loss:0.0028 train_time:11742807ms step_avg:722.28ms
step:16269/40500 train_loss:1.6459 aux_loss:0.0028 train_time:11743528ms step_avg:722.28ms
step:16270/40500 train_loss:1.6234 aux_loss:0.0031 train_time:11744247ms step_avg:722.28ms
step:16271/40500 train_loss:1.6165 aux_loss:0.0029 train_time:11744968ms step_avg:722.28ms
step:16272/40500 train_loss:1.6205 aux_loss:0.0028 train_time:11745688ms step_avg:722.28ms
step:16273/40500 train_loss:1.5912 aux_loss:0.0029 train_time:11746408ms step_avg:722.28ms
step:16274/40500 train_loss:1.5975 aux_loss:0.0030 train_time:11747125ms step_avg:722.28ms
step:16275/40500 train_loss:1.5993 aux_loss:0.0030 train_time:11747846ms step_avg:722.28ms
step:16276/40500 train_loss:1.6473 aux_loss:0.0028 train_time:11748566ms step_avg:722.28ms
step:16277/40500 train_loss:1.5950 aux_loss:0.0029 train_time:11749286ms step_avg:722.28ms
step:16278/40500 train_loss:1.6553 aux_loss:0.0031 train_time:11750007ms step_avg:722.28ms
step:16279/40500 train_loss:1.6537 aux_loss:0.0030 train_time:11750726ms step_avg:722.28ms
step:16280/40500 train_loss:1.6786 aux_loss:0.0032 train_time:11751445ms step_avg:722.28ms
step:16281/40500 train_loss:1.6452 aux_loss:0.0028 train_time:11752165ms step_avg:722.28ms
step:16282/40500 train_loss:1.6371 aux_loss:0.0027 train_time:11752884ms step_avg:722.28ms
step:16283/40500 train_loss:1.6503 aux_loss:0.0032 train_time:11753604ms step_avg:722.28ms
step:16284/40500 train_loss:1.6178 aux_loss:0.0029 train_time:11754323ms step_avg:722.28ms
step:16285/40500 train_loss:1.6575 aux_loss:0.0027 train_time:11755045ms step_avg:722.28ms
step:16286/40500 train_loss:1.6490 aux_loss:0.0029 train_time:11755764ms step_avg:722.28ms
step:16287/40500 train_loss:1.6252 aux_loss:0.0029 train_time:11756485ms step_avg:722.28ms
step:16288/40500 train_loss:1.6429 aux_loss:0.0028 train_time:11757203ms step_avg:722.28ms
step:16289/40500 train_loss:1.5568 aux_loss:0.0027 train_time:11757923ms step_avg:722.28ms
step:16290/40500 train_loss:1.6245 aux_loss:0.0028 train_time:11758643ms step_avg:722.28ms
step:16291/40500 train_loss:1.5864 aux_loss:0.0030 train_time:11759363ms step_avg:722.28ms
step:16292/40500 train_loss:1.6198 aux_loss:0.0029 train_time:11760083ms step_avg:722.28ms
step:16293/40500 train_loss:1.6353 aux_loss:0.0029 train_time:11760803ms step_avg:722.27ms
step:16294/40500 train_loss:1.6360 aux_loss:0.0029 train_time:11761521ms step_avg:722.27ms
step:16295/40500 train_loss:1.6730 aux_loss:0.0031 train_time:11762241ms step_avg:722.27ms
step:16296/40500 train_loss:1.6470 aux_loss:0.0028 train_time:11762958ms step_avg:722.27ms
step:16297/40500 train_loss:1.6827 aux_loss:0.0028 train_time:11763678ms step_avg:722.27ms
step:16298/40500 train_loss:1.6057 aux_loss:0.0029 train_time:11764399ms step_avg:722.27ms
step:16299/40500 train_loss:1.6443 aux_loss:0.0030 train_time:11765118ms step_avg:722.27ms
step:16300/40500 train_loss:1.6813 aux_loss:0.0031 train_time:11765839ms step_avg:722.27ms
step:16301/40500 train_loss:1.6123 aux_loss:0.0030 train_time:11766558ms step_avg:722.27ms
step:16302/40500 train_loss:1.5245 aux_loss:0.0029 train_time:11767281ms step_avg:722.27ms
step:16303/40500 train_loss:1.6121 aux_loss:0.0029 train_time:11768001ms step_avg:722.27ms
step:16304/40500 train_loss:1.6679 aux_loss:0.0029 train_time:11768720ms step_avg:722.27ms
step:16305/40500 train_loss:1.6228 aux_loss:0.0028 train_time:11769440ms step_avg:722.27ms
step:16306/40500 train_loss:1.5372 aux_loss:0.0030 train_time:11770161ms step_avg:722.27ms
step:16307/40500 train_loss:1.5693 aux_loss:0.0028 train_time:11770882ms step_avg:722.27ms
step:16308/40500 train_loss:1.6184 aux_loss:0.0028 train_time:11771601ms step_avg:722.27ms
step:16309/40500 train_loss:1.6390 aux_loss:0.0029 train_time:11772322ms step_avg:722.27ms
step:16310/40500 train_loss:1.6310 aux_loss:0.0029 train_time:11773039ms step_avg:722.27ms
step:16311/40500 train_loss:1.5566 aux_loss:0.0027 train_time:11773758ms step_avg:722.27ms
step:16312/40500 train_loss:1.6514 aux_loss:0.0029 train_time:11774478ms step_avg:722.27ms
step:16313/40500 train_loss:1.6630 aux_loss:0.0028 train_time:11775201ms step_avg:722.27ms
step:16314/40500 train_loss:1.6917 aux_loss:0.0030 train_time:11775919ms step_avg:722.27ms
step:16315/40500 train_loss:1.6137 aux_loss:0.0031 train_time:11776638ms step_avg:722.27ms
step:16316/40500 train_loss:1.6843 aux_loss:0.0030 train_time:11777359ms step_avg:722.27ms
step:16317/40500 train_loss:1.6041 aux_loss:0.0030 train_time:11778078ms step_avg:722.27ms
step:16318/40500 train_loss:1.6508 aux_loss:0.0034 train_time:11778798ms step_avg:722.27ms
step:16319/40500 train_loss:1.6249 aux_loss:0.0029 train_time:11779519ms step_avg:722.27ms
step:16320/40500 train_loss:1.6696 aux_loss:0.0029 train_time:11780237ms step_avg:722.27ms
step:16321/40500 train_loss:1.6325 aux_loss:0.0028 train_time:11780956ms step_avg:722.27ms
step:16322/40500 train_loss:1.6227 aux_loss:0.0028 train_time:11781676ms step_avg:722.27ms
step:16323/40500 train_loss:1.6375 aux_loss:0.0029 train_time:11782396ms step_avg:722.27ms
step:16324/40500 train_loss:1.6636 aux_loss:0.0028 train_time:11783116ms step_avg:722.27ms
step:16325/40500 train_loss:1.6660 aux_loss:0.0027 train_time:11783835ms step_avg:722.27ms
step:16326/40500 train_loss:1.5960 aux_loss:0.0029 train_time:11784555ms step_avg:722.27ms
step:16327/40500 train_loss:1.5722 aux_loss:0.0027 train_time:11785275ms step_avg:722.27ms
step:16328/40500 train_loss:1.5762 aux_loss:0.0027 train_time:11785995ms step_avg:722.27ms
step:16329/40500 train_loss:1.5886 aux_loss:0.0025 train_time:11786714ms step_avg:722.27ms
step:16330/40500 train_loss:1.6576 aux_loss:0.0026 train_time:11787435ms step_avg:722.27ms
step:16331/40500 train_loss:1.5918 aux_loss:0.0027 train_time:11788152ms step_avg:722.27ms
step:16332/40500 train_loss:1.6750 aux_loss:0.0029 train_time:11788872ms step_avg:722.27ms
step:16333/40500 train_loss:1.6207 aux_loss:0.0030 train_time:11789593ms step_avg:722.27ms
step:16334/40500 train_loss:1.6247 aux_loss:0.0029 train_time:11790311ms step_avg:722.27ms
step:16335/40500 train_loss:1.6130 aux_loss:0.0030 train_time:11791032ms step_avg:722.27ms
step:16336/40500 train_loss:1.6193 aux_loss:0.0032 train_time:11791753ms step_avg:722.27ms
step:16337/40500 train_loss:1.6786 aux_loss:0.0037 train_time:11792473ms step_avg:722.27ms
step:16338/40500 train_loss:1.6855 aux_loss:0.0028 train_time:11793193ms step_avg:722.27ms
step:16339/40500 train_loss:1.5835 aux_loss:0.0027 train_time:11793912ms step_avg:722.27ms
step:16340/40500 train_loss:1.5688 aux_loss:0.0029 train_time:11794632ms step_avg:722.27ms
step:16341/40500 train_loss:1.5834 aux_loss:0.0029 train_time:11795352ms step_avg:722.27ms
step:16342/40500 train_loss:1.6083 aux_loss:0.0029 train_time:11796071ms step_avg:722.27ms
step:16343/40500 train_loss:1.6373 aux_loss:0.0028 train_time:11796791ms step_avg:722.27ms
step:16344/40500 train_loss:1.6628 aux_loss:0.0028 train_time:11797511ms step_avg:722.27ms
step:16345/40500 train_loss:1.6442 aux_loss:0.0030 train_time:11798231ms step_avg:722.27ms
step:16346/40500 train_loss:1.5924 aux_loss:0.0027 train_time:11798951ms step_avg:722.27ms
step:16347/40500 train_loss:1.6467 aux_loss:0.0029 train_time:11799671ms step_avg:722.27ms
step:16348/40500 train_loss:1.6611 aux_loss:0.0031 train_time:11800390ms step_avg:722.27ms
step:16349/40500 train_loss:1.6169 aux_loss:0.0028 train_time:11801110ms step_avg:722.27ms
step:16350/40500 train_loss:1.6505 aux_loss:0.0030 train_time:11801831ms step_avg:722.27ms
step:16351/40500 train_loss:1.6285 aux_loss:0.0029 train_time:11802551ms step_avg:722.27ms
step:16352/40500 train_loss:1.6424 aux_loss:0.0028 train_time:11803271ms step_avg:722.27ms
step:16353/40500 train_loss:1.5700 aux_loss:0.0027 train_time:11803990ms step_avg:722.27ms
step:16354/40500 train_loss:1.5754 aux_loss:0.0029 train_time:11804710ms step_avg:722.27ms
step:16355/40500 train_loss:1.6030 aux_loss:0.0029 train_time:11805430ms step_avg:722.27ms
step:16356/40500 train_loss:1.6074 aux_loss:0.0030 train_time:11806149ms step_avg:722.27ms
step:16357/40500 train_loss:1.6149 aux_loss:0.0027 train_time:11806869ms step_avg:722.27ms
step:16358/40500 train_loss:1.6181 aux_loss:0.0032 train_time:11807589ms step_avg:722.27ms
step:16359/40500 train_loss:1.6114 aux_loss:0.0030 train_time:11808309ms step_avg:722.26ms
step:16360/40500 train_loss:1.6775 aux_loss:0.0028 train_time:11809029ms step_avg:722.26ms
step:16361/40500 train_loss:1.6796 aux_loss:0.0029 train_time:11809748ms step_avg:722.26ms
step:16362/40500 train_loss:1.5773 aux_loss:0.0028 train_time:11810469ms step_avg:722.26ms
step:16363/40500 train_loss:1.6201 aux_loss:0.0028 train_time:11811187ms step_avg:722.26ms
step:16364/40500 train_loss:1.6638 aux_loss:0.0031 train_time:11811907ms step_avg:722.26ms
step:16365/40500 train_loss:1.6281 aux_loss:0.0027 train_time:11812627ms step_avg:722.26ms
step:16366/40500 train_loss:1.5750 aux_loss:0.0026 train_time:11813347ms step_avg:722.26ms
step:16367/40500 train_loss:1.5713 aux_loss:0.0027 train_time:11814067ms step_avg:722.26ms
step:16368/40500 train_loss:1.5853 aux_loss:0.0028 train_time:11814785ms step_avg:722.26ms
step:16369/40500 train_loss:1.6742 aux_loss:0.0030 train_time:11815504ms step_avg:722.26ms
step:16370/40500 train_loss:1.6761 aux_loss:0.0030 train_time:11816224ms step_avg:722.26ms
step:16371/40500 train_loss:1.6047 aux_loss:0.0030 train_time:11816945ms step_avg:722.26ms
step:16372/40500 train_loss:1.6412 aux_loss:0.0028 train_time:11817666ms step_avg:722.26ms
step:16373/40500 train_loss:1.5745 aux_loss:0.0028 train_time:11818384ms step_avg:722.26ms
step:16374/40500 train_loss:1.6583 aux_loss:0.0027 train_time:11819105ms step_avg:722.26ms
step:16375/40500 train_loss:1.6485 aux_loss:0.0030 train_time:11819825ms step_avg:722.26ms
step:16376/40500 train_loss:1.5904 aux_loss:0.0029 train_time:11820544ms step_avg:722.26ms
step:16377/40500 train_loss:1.6074 aux_loss:0.0030 train_time:11821264ms step_avg:722.26ms
step:16378/40500 train_loss:1.6036 aux_loss:0.0034 train_time:11821987ms step_avg:722.26ms
step:16379/40500 train_loss:1.6219 aux_loss:0.0027 train_time:11822706ms step_avg:722.26ms
step:16380/40500 train_loss:1.6145 aux_loss:0.0027 train_time:11823425ms step_avg:722.26ms
step:16381/40500 train_loss:1.6434 aux_loss:0.0025 train_time:11824145ms step_avg:722.26ms
step:16382/40500 train_loss:1.6386 aux_loss:0.0027 train_time:11824865ms step_avg:722.26ms
step:16383/40500 train_loss:1.6294 aux_loss:0.0029 train_time:11825584ms step_avg:722.26ms
step:16384/40500 train_loss:1.6059 aux_loss:0.0030 train_time:11826303ms step_avg:722.26ms
step:16385/40500 train_loss:1.6098 aux_loss:0.0031 train_time:11827022ms step_avg:722.26ms
step:16386/40500 train_loss:1.6247 aux_loss:0.0030 train_time:11827740ms step_avg:722.26ms
step:16387/40500 train_loss:1.6430 aux_loss:0.0029 train_time:11828462ms step_avg:722.26ms
step:16388/40500 train_loss:1.6274 aux_loss:0.0030 train_time:11829181ms step_avg:722.26ms
step:16389/40500 train_loss:1.6385 aux_loss:0.0026 train_time:11829901ms step_avg:722.26ms
step:16390/40500 train_loss:1.5950 aux_loss:0.0027 train_time:11830620ms step_avg:722.26ms
step:16391/40500 train_loss:1.5716 aux_loss:0.0028 train_time:11831339ms step_avg:722.26ms
step:16392/40500 train_loss:1.6137 aux_loss:0.0029 train_time:11832059ms step_avg:722.26ms
step:16393/40500 train_loss:1.6187 aux_loss:0.0029 train_time:11832778ms step_avg:722.26ms
step:16394/40500 train_loss:1.6072 aux_loss:0.0031 train_time:11833499ms step_avg:722.26ms
step:16395/40500 train_loss:1.6396 aux_loss:0.0028 train_time:11834220ms step_avg:722.26ms
step:16396/40500 train_loss:1.6197 aux_loss:0.0028 train_time:11834940ms step_avg:722.26ms
step:16397/40500 train_loss:1.6117 aux_loss:0.0029 train_time:11835660ms step_avg:722.26ms
step:16398/40500 train_loss:1.6041 aux_loss:0.0028 train_time:11836379ms step_avg:722.26ms
step:16399/40500 train_loss:1.6364 aux_loss:0.0029 train_time:11837098ms step_avg:722.26ms
step:16400/40500 train_loss:1.6355 aux_loss:0.0029 train_time:11837816ms step_avg:722.26ms
step:16401/40500 train_loss:1.5755 aux_loss:0.0030 train_time:11838536ms step_avg:722.26ms
step:16402/40500 train_loss:1.5991 aux_loss:0.0029 train_time:11839255ms step_avg:722.26ms
step:16403/40500 train_loss:1.6618 aux_loss:0.0030 train_time:11839974ms step_avg:722.26ms
step:16404/40500 train_loss:1.5493 aux_loss:0.0029 train_time:11840694ms step_avg:722.26ms
step:16405/40500 train_loss:1.6673 aux_loss:0.0029 train_time:11841413ms step_avg:722.26ms
step:16406/40500 train_loss:1.6125 aux_loss:0.0029 train_time:11842132ms step_avg:722.26ms
step:16407/40500 train_loss:1.6600 aux_loss:0.0027 train_time:11842852ms step_avg:722.26ms
step:16408/40500 train_loss:1.5596 aux_loss:0.0031 train_time:11843573ms step_avg:722.26ms
step:16409/40500 train_loss:1.6843 aux_loss:0.0032 train_time:11844291ms step_avg:722.26ms
step:16410/40500 train_loss:1.5927 aux_loss:0.0030 train_time:11845011ms step_avg:722.26ms
step:16411/40500 train_loss:1.6589 aux_loss:0.0028 train_time:11845732ms step_avg:722.26ms
step:16412/40500 train_loss:1.5787 aux_loss:0.0028 train_time:11846450ms step_avg:722.26ms
step:16413/40500 train_loss:1.5975 aux_loss:0.0026 train_time:11847168ms step_avg:722.26ms
step:16414/40500 train_loss:1.6159 aux_loss:0.0028 train_time:11847890ms step_avg:722.26ms
step:16415/40500 train_loss:1.6079 aux_loss:0.0027 train_time:11848610ms step_avg:722.26ms
step:16416/40500 train_loss:1.6286 aux_loss:0.0028 train_time:11849327ms step_avg:722.26ms
step:16417/40500 train_loss:1.6152 aux_loss:0.0027 train_time:11850046ms step_avg:722.26ms
step:16418/40500 train_loss:1.6242 aux_loss:0.0027 train_time:11850767ms step_avg:722.26ms
step:16419/40500 train_loss:1.6005 aux_loss:0.0027 train_time:11851483ms step_avg:722.26ms
step:16420/40500 train_loss:1.6309 aux_loss:0.0027 train_time:11852201ms step_avg:722.25ms
step:16421/40500 train_loss:1.6112 aux_loss:0.0027 train_time:11852920ms step_avg:722.25ms
step:16422/40500 train_loss:1.5805 aux_loss:0.0027 train_time:11853637ms step_avg:722.25ms
step:16423/40500 train_loss:1.6240 aux_loss:0.0028 train_time:11854356ms step_avg:722.25ms
step:16424/40500 train_loss:1.6442 aux_loss:0.0030 train_time:11855075ms step_avg:722.25ms
step:16425/40500 train_loss:1.6188 aux_loss:0.0029 train_time:11855795ms step_avg:722.25ms
step:16426/40500 train_loss:1.6890 aux_loss:0.0029 train_time:11856516ms step_avg:722.25ms
step:16427/40500 train_loss:1.6361 aux_loss:0.0028 train_time:11857236ms step_avg:722.25ms
step:16428/40500 train_loss:1.6007 aux_loss:0.0029 train_time:11857956ms step_avg:722.25ms
step:16429/40500 train_loss:1.6145 aux_loss:0.0027 train_time:11858675ms step_avg:722.25ms
step:16430/40500 train_loss:1.6126 aux_loss:0.0027 train_time:11859393ms step_avg:722.25ms
step:16431/40500 train_loss:1.6168 aux_loss:0.0027 train_time:11860113ms step_avg:722.25ms
step:16432/40500 train_loss:1.5865 aux_loss:0.0029 train_time:11860834ms step_avg:722.25ms
step:16433/40500 train_loss:1.5814 aux_loss:0.0027 train_time:11861554ms step_avg:722.25ms
step:16434/40500 train_loss:1.6217 aux_loss:0.0028 train_time:11862275ms step_avg:722.25ms
step:16435/40500 train_loss:1.6085 aux_loss:0.0030 train_time:11862995ms step_avg:722.25ms
step:16436/40500 train_loss:1.6417 aux_loss:0.0029 train_time:11863713ms step_avg:722.25ms
step:16437/40500 train_loss:1.6156 aux_loss:0.0028 train_time:11864432ms step_avg:722.25ms
step:16438/40500 train_loss:1.5487 aux_loss:0.0029 train_time:11865153ms step_avg:722.25ms
step:16439/40500 train_loss:1.6268 aux_loss:0.0029 train_time:11865873ms step_avg:722.25ms
step:16440/40500 train_loss:1.6582 aux_loss:0.0030 train_time:11866593ms step_avg:722.25ms
step:16441/40500 train_loss:1.6589 aux_loss:0.0029 train_time:11867312ms step_avg:722.25ms
step:16442/40500 train_loss:1.6684 aux_loss:0.0031 train_time:11868031ms step_avg:722.25ms
step:16443/40500 train_loss:1.6218 aux_loss:0.0031 train_time:11868752ms step_avg:722.25ms
step:16444/40500 train_loss:1.6461 aux_loss:0.0031 train_time:11869470ms step_avg:722.25ms
step:16445/40500 train_loss:1.6189 aux_loss:0.0029 train_time:11870190ms step_avg:722.25ms
step:16446/40500 train_loss:1.6040 aux_loss:0.0030 train_time:11870912ms step_avg:722.25ms
step:16447/40500 train_loss:1.6423 aux_loss:0.0026 train_time:11871632ms step_avg:722.25ms
step:16448/40500 train_loss:1.6143 aux_loss:0.0027 train_time:11872351ms step_avg:722.25ms
step:16449/40500 train_loss:1.6328 aux_loss:0.0028 train_time:11873072ms step_avg:722.25ms
step:16450/40500 train_loss:1.5735 aux_loss:0.0029 train_time:11873791ms step_avg:722.25ms
step:16451/40500 train_loss:1.5934 aux_loss:0.0028 train_time:11874511ms step_avg:722.25ms
step:16452/40500 train_loss:1.6362 aux_loss:0.0030 train_time:11875231ms step_avg:722.25ms
step:16453/40500 train_loss:1.6312 aux_loss:0.0029 train_time:11875950ms step_avg:722.25ms
step:16454/40500 train_loss:1.5939 aux_loss:0.0029 train_time:11876670ms step_avg:722.25ms
step:16455/40500 train_loss:1.6050 aux_loss:0.0029 train_time:11877389ms step_avg:722.25ms
step:16456/40500 train_loss:1.6055 aux_loss:0.0030 train_time:11878107ms step_avg:722.25ms
step:16457/40500 train_loss:1.6314 aux_loss:0.0029 train_time:11878831ms step_avg:722.25ms
step:16458/40500 train_loss:1.6133 aux_loss:0.0027 train_time:11879553ms step_avg:722.25ms
step:16459/40500 train_loss:1.6207 aux_loss:0.0026 train_time:11880271ms step_avg:722.25ms
step:16460/40500 train_loss:1.6272 aux_loss:0.0027 train_time:11880988ms step_avg:722.25ms
step:16461/40500 train_loss:1.6099 aux_loss:0.0031 train_time:11881709ms step_avg:722.25ms
step:16462/40500 train_loss:1.5986 aux_loss:0.0027 train_time:11882427ms step_avg:722.25ms
step:16463/40500 train_loss:1.6564 aux_loss:0.0028 train_time:11883147ms step_avg:722.25ms
step:16464/40500 train_loss:1.5660 aux_loss:0.0029 train_time:11883864ms step_avg:722.25ms
step:16465/40500 train_loss:1.6368 aux_loss:0.0028 train_time:11884585ms step_avg:722.25ms
step:16466/40500 train_loss:1.6134 aux_loss:0.0029 train_time:11885306ms step_avg:722.25ms
step:16467/40500 train_loss:1.6767 aux_loss:0.0027 train_time:11886027ms step_avg:722.25ms
step:16468/40500 train_loss:1.6721 aux_loss:0.0027 train_time:11886746ms step_avg:722.25ms
step:16469/40500 train_loss:1.6487 aux_loss:0.0029 train_time:11887465ms step_avg:722.25ms
step:16470/40500 train_loss:1.6498 aux_loss:0.0028 train_time:11888186ms step_avg:722.25ms
step:16471/40500 train_loss:1.6711 aux_loss:0.0029 train_time:11888904ms step_avg:722.25ms
step:16472/40500 train_loss:1.6232 aux_loss:0.0027 train_time:11889623ms step_avg:722.25ms
step:16473/40500 train_loss:1.6059 aux_loss:0.0029 train_time:11890344ms step_avg:722.25ms
step:16474/40500 train_loss:1.6837 aux_loss:0.0032 train_time:11891063ms step_avg:722.25ms
step:16475/40500 train_loss:1.5787 aux_loss:0.0029 train_time:11891783ms step_avg:722.25ms
step:16476/40500 train_loss:1.5684 aux_loss:0.0029 train_time:11892503ms step_avg:722.25ms
step:16477/40500 train_loss:1.6068 aux_loss:0.0028 train_time:11893223ms step_avg:722.25ms
step:16478/40500 train_loss:1.6208 aux_loss:0.0031 train_time:11893938ms step_avg:722.25ms
step:16479/40500 train_loss:1.5948 aux_loss:0.0032 train_time:11894656ms step_avg:722.25ms
step:16480/40500 train_loss:1.6625 aux_loss:0.0029 train_time:11895375ms step_avg:722.25ms
step:16481/40500 train_loss:1.6777 aux_loss:0.0028 train_time:11896094ms step_avg:722.24ms
step:16482/40500 train_loss:1.6669 aux_loss:0.0027 train_time:11896814ms step_avg:722.24ms
step:16483/40500 train_loss:1.6188 aux_loss:0.0028 train_time:11897534ms step_avg:722.24ms
step:16484/40500 train_loss:1.5911 aux_loss:0.0030 train_time:11898257ms step_avg:722.24ms
step:16485/40500 train_loss:1.5671 aux_loss:0.0030 train_time:11898975ms step_avg:722.24ms
step:16486/40500 train_loss:1.6198 aux_loss:0.0029 train_time:11899697ms step_avg:722.24ms
step:16487/40500 train_loss:1.6075 aux_loss:0.0028 train_time:11900417ms step_avg:722.24ms
step:16488/40500 train_loss:1.6192 aux_loss:0.0027 train_time:11901134ms step_avg:722.24ms
step:16489/40500 train_loss:1.5931 aux_loss:0.0028 train_time:11901854ms step_avg:722.24ms
step:16490/40500 train_loss:1.5786 aux_loss:0.0028 train_time:11902572ms step_avg:722.24ms
step:16491/40500 train_loss:1.5696 aux_loss:0.0028 train_time:11903291ms step_avg:722.24ms
step:16492/40500 train_loss:1.5808 aux_loss:0.0029 train_time:11904008ms step_avg:722.24ms
step:16493/40500 train_loss:1.5799 aux_loss:0.0031 train_time:11904729ms step_avg:722.24ms
step:16494/40500 train_loss:1.6313 aux_loss:0.0031 train_time:11905448ms step_avg:722.24ms
step:16495/40500 train_loss:1.6179 aux_loss:0.0028 train_time:11906165ms step_avg:722.24ms
step:16496/40500 train_loss:1.5765 aux_loss:0.0031 train_time:11906884ms step_avg:722.24ms
step:16497/40500 train_loss:1.6265 aux_loss:0.0027 train_time:11907603ms step_avg:722.24ms
step:16498/40500 train_loss:1.6017 aux_loss:0.0044 train_time:11908321ms step_avg:722.24ms
step:16499/40500 train_loss:1.6150 aux_loss:0.0029 train_time:11909041ms step_avg:722.24ms
step:16500/40500 train_loss:1.6398 aux_loss:0.0028 train_time:11909759ms step_avg:722.24ms
step:16501/40500 train_loss:1.5535 aux_loss:0.0026 train_time:11910480ms step_avg:722.24ms
step:16502/40500 train_loss:1.6418 aux_loss:0.0027 train_time:11911199ms step_avg:722.24ms
step:16503/40500 train_loss:1.6044 aux_loss:0.0027 train_time:11911919ms step_avg:722.24ms
step:16504/40500 train_loss:1.6582 aux_loss:0.0027 train_time:11912639ms step_avg:722.24ms
step:16505/40500 train_loss:1.5681 aux_loss:0.0026 train_time:11913358ms step_avg:722.24ms
step:16506/40500 train_loss:1.6687 aux_loss:0.0029 train_time:11914076ms step_avg:722.24ms
step:16507/40500 train_loss:1.6711 aux_loss:0.0030 train_time:11914794ms step_avg:722.24ms
step:16508/40500 train_loss:1.6660 aux_loss:0.0030 train_time:11915512ms step_avg:722.24ms
step:16509/40500 train_loss:1.6382 aux_loss:0.0031 train_time:11916232ms step_avg:722.24ms
step:16510/40500 train_loss:1.6214 aux_loss:0.0029 train_time:11916951ms step_avg:722.24ms
step:16511/40500 train_loss:1.6130 aux_loss:0.0030 train_time:11917672ms step_avg:722.24ms
step:16512/40500 train_loss:1.6266 aux_loss:0.0030 train_time:11918390ms step_avg:722.24ms
step:16513/40500 train_loss:1.5889 aux_loss:0.0030 train_time:11919109ms step_avg:722.24ms
step:16514/40500 train_loss:1.6217 aux_loss:0.0031 train_time:11919828ms step_avg:722.24ms
step:16515/40500 train_loss:1.5779 aux_loss:0.0028 train_time:11920547ms step_avg:722.24ms
step:16516/40500 train_loss:1.6092 aux_loss:0.0029 train_time:11921265ms step_avg:722.24ms
step:16517/40500 train_loss:1.5302 aux_loss:0.0030 train_time:11921984ms step_avg:722.24ms
step:16518/40500 train_loss:1.6144 aux_loss:0.0036 train_time:11922703ms step_avg:722.24ms
step:16519/40500 train_loss:1.6227 aux_loss:0.0029 train_time:11923420ms step_avg:722.24ms
step:16520/40500 train_loss:1.6215 aux_loss:0.0028 train_time:11924138ms step_avg:722.24ms
step:16521/40500 train_loss:1.5922 aux_loss:0.0027 train_time:11924857ms step_avg:722.24ms
step:16522/40500 train_loss:1.6141 aux_loss:0.0028 train_time:11925578ms step_avg:722.24ms
step:16523/40500 train_loss:1.6338 aux_loss:0.0028 train_time:11926298ms step_avg:722.24ms
step:16524/40500 train_loss:1.5805 aux_loss:0.0029 train_time:11927015ms step_avg:722.24ms
step:16525/40500 train_loss:1.5978 aux_loss:0.0030 train_time:11927735ms step_avg:722.24ms
step:16526/40500 train_loss:1.6115 aux_loss:0.0027 train_time:11928454ms step_avg:722.24ms
step:16527/40500 train_loss:1.6499 aux_loss:0.0030 train_time:11929172ms step_avg:722.24ms
step:16528/40500 train_loss:1.6263 aux_loss:0.0028 train_time:11929893ms step_avg:722.24ms
step:16529/40500 train_loss:1.6156 aux_loss:0.0030 train_time:11930611ms step_avg:722.24ms
step:16530/40500 train_loss:1.6701 aux_loss:0.0029 train_time:11931331ms step_avg:722.24ms
step:16531/40500 train_loss:1.6377 aux_loss:0.0029 train_time:11932049ms step_avg:722.24ms
step:16532/40500 train_loss:1.6649 aux_loss:0.0029 train_time:11932770ms step_avg:722.24ms
step:16533/40500 train_loss:1.5995 aux_loss:0.0030 train_time:11933490ms step_avg:722.24ms
step:16534/40500 train_loss:1.6726 aux_loss:0.0029 train_time:11934209ms step_avg:722.23ms
step:16535/40500 train_loss:1.5809 aux_loss:0.0029 train_time:11934930ms step_avg:722.23ms
step:16536/40500 train_loss:1.6274 aux_loss:0.0030 train_time:11935651ms step_avg:722.23ms
step:16537/40500 train_loss:1.5769 aux_loss:0.0031 train_time:11936368ms step_avg:722.23ms
step:16538/40500 train_loss:1.5856 aux_loss:0.0030 train_time:11937087ms step_avg:722.23ms
step:16539/40500 train_loss:1.6047 aux_loss:0.0031 train_time:11937807ms step_avg:722.23ms
step:16540/40500 train_loss:1.6382 aux_loss:0.0031 train_time:11938528ms step_avg:722.23ms
step:16541/40500 train_loss:1.5851 aux_loss:0.0027 train_time:11939248ms step_avg:722.23ms
step:16542/40500 train_loss:1.6566 aux_loss:0.0028 train_time:11939966ms step_avg:722.23ms
step:16543/40500 train_loss:1.6353 aux_loss:0.0028 train_time:11940684ms step_avg:722.23ms
step:16544/40500 train_loss:1.6492 aux_loss:0.0027 train_time:11941402ms step_avg:722.23ms
step:16545/40500 train_loss:1.5945 aux_loss:0.0027 train_time:11942124ms step_avg:722.23ms
step:16546/40500 train_loss:1.6011 aux_loss:0.0029 train_time:11942843ms step_avg:722.23ms
step:16547/40500 train_loss:1.5775 aux_loss:0.0026 train_time:11943561ms step_avg:722.23ms
step:16548/40500 train_loss:1.6441 aux_loss:0.0030 train_time:11944280ms step_avg:722.23ms
step:16549/40500 train_loss:1.6137 aux_loss:0.0030 train_time:11944999ms step_avg:722.23ms
step:16550/40500 train_loss:1.6018 aux_loss:0.0030 train_time:11945718ms step_avg:722.23ms
step:16551/40500 train_loss:1.6051 aux_loss:0.0028 train_time:11946436ms step_avg:722.23ms
step:16552/40500 train_loss:1.6258 aux_loss:0.0030 train_time:11947154ms step_avg:722.23ms
step:16553/40500 train_loss:1.6514 aux_loss:0.0028 train_time:11947873ms step_avg:722.23ms
step:16554/40500 train_loss:1.6177 aux_loss:0.0031 train_time:11948591ms step_avg:722.23ms
step:16555/40500 train_loss:1.5462 aux_loss:0.0028 train_time:11949310ms step_avg:722.23ms
step:16556/40500 train_loss:1.6275 aux_loss:0.0029 train_time:11950031ms step_avg:722.23ms
step:16557/40500 train_loss:1.6267 aux_loss:0.0029 train_time:11950750ms step_avg:722.23ms
step:16558/40500 train_loss:1.6330 aux_loss:0.0030 train_time:11951466ms step_avg:722.23ms
step:16559/40500 train_loss:1.6012 aux_loss:0.0029 train_time:11952185ms step_avg:722.23ms
step:16560/40500 train_loss:1.6374 aux_loss:0.0028 train_time:11952907ms step_avg:722.23ms
step:16561/40500 train_loss:1.6600 aux_loss:0.0029 train_time:11953627ms step_avg:722.23ms
step:16562/40500 train_loss:1.6585 aux_loss:0.0028 train_time:11954349ms step_avg:722.23ms
step:16563/40500 train_loss:1.6089 aux_loss:0.0029 train_time:11955070ms step_avg:722.23ms
step:16564/40500 train_loss:1.6237 aux_loss:0.0028 train_time:11955788ms step_avg:722.23ms
step:16565/40500 train_loss:1.6546 aux_loss:0.0030 train_time:11956508ms step_avg:722.23ms
step:16566/40500 train_loss:1.6242 aux_loss:0.0029 train_time:11957226ms step_avg:722.23ms
step:16567/40500 train_loss:1.6811 aux_loss:0.0029 train_time:11957945ms step_avg:722.23ms
step:16568/40500 train_loss:1.6009 aux_loss:0.0031 train_time:11958666ms step_avg:722.23ms
step:16569/40500 train_loss:1.5443 aux_loss:0.0027 train_time:11959384ms step_avg:722.23ms
step:16570/40500 train_loss:1.6339 aux_loss:0.0028 train_time:11960104ms step_avg:722.23ms
step:16571/40500 train_loss:1.6267 aux_loss:0.0029 train_time:11960826ms step_avg:722.23ms
step:16572/40500 train_loss:1.5770 aux_loss:0.0029 train_time:11961544ms step_avg:722.23ms
step:16573/40500 train_loss:1.6171 aux_loss:0.0026 train_time:11962263ms step_avg:722.23ms
step:16574/40500 train_loss:1.6324 aux_loss:0.0027 train_time:11962983ms step_avg:722.23ms
step:16575/40500 train_loss:1.5753 aux_loss:0.0026 train_time:11963703ms step_avg:722.23ms
step:16576/40500 train_loss:1.6344 aux_loss:0.0028 train_time:11964423ms step_avg:722.23ms
step:16577/40500 train_loss:1.6842 aux_loss:0.0030 train_time:11965143ms step_avg:722.23ms
step:16578/40500 train_loss:1.6569 aux_loss:0.0030 train_time:11965865ms step_avg:722.23ms
step:16579/40500 train_loss:1.6760 aux_loss:0.0029 train_time:11966584ms step_avg:722.23ms
step:16580/40500 train_loss:1.6071 aux_loss:0.0031 train_time:11967304ms step_avg:722.23ms
step:16581/40500 train_loss:1.6150 aux_loss:0.0028 train_time:11968024ms step_avg:722.23ms
step:16582/40500 train_loss:1.6396 aux_loss:0.0026 train_time:11968743ms step_avg:722.23ms
step:16583/40500 train_loss:1.6100 aux_loss:0.0027 train_time:11969461ms step_avg:722.23ms
step:16584/40500 train_loss:1.6064 aux_loss:0.0027 train_time:11970181ms step_avg:722.23ms
step:16585/40500 train_loss:1.5515 aux_loss:0.0027 train_time:11970901ms step_avg:722.23ms
step:16586/40500 train_loss:1.5858 aux_loss:0.0028 train_time:11971620ms step_avg:722.23ms
step:16587/40500 train_loss:1.6316 aux_loss:0.0028 train_time:11972340ms step_avg:722.23ms
step:16588/40500 train_loss:1.6061 aux_loss:0.0028 train_time:11973059ms step_avg:722.23ms
step:16589/40500 train_loss:1.6133 aux_loss:0.0030 train_time:11973780ms step_avg:722.23ms
step:16590/40500 train_loss:1.6333 aux_loss:0.0030 train_time:11974500ms step_avg:722.23ms
step:16591/40500 train_loss:1.6520 aux_loss:0.0035 train_time:11975218ms step_avg:722.23ms
step:16592/40500 train_loss:1.6364 aux_loss:0.0029 train_time:11975937ms step_avg:722.23ms
step:16593/40500 train_loss:1.5470 aux_loss:0.0029 train_time:11976655ms step_avg:722.22ms
step:16594/40500 train_loss:1.6478 aux_loss:0.0030 train_time:11977374ms step_avg:722.22ms
step:16595/40500 train_loss:1.6022 aux_loss:0.0037 train_time:11978094ms step_avg:722.22ms
step:16596/40500 train_loss:1.6493 aux_loss:0.0029 train_time:11978811ms step_avg:722.22ms
step:16597/40500 train_loss:1.6084 aux_loss:0.0029 train_time:11979532ms step_avg:722.22ms
step:16598/40500 train_loss:1.6615 aux_loss:0.0030 train_time:11980250ms step_avg:722.22ms
step:16599/40500 train_loss:1.6299 aux_loss:0.0032 train_time:11980968ms step_avg:722.22ms
step:16600/40500 train_loss:1.6282 aux_loss:0.0029 train_time:11981684ms step_avg:722.22ms
step:16601/40500 train_loss:1.6578 aux_loss:0.0030 train_time:11982403ms step_avg:722.22ms
step:16602/40500 train_loss:1.6123 aux_loss:0.0027 train_time:11983121ms step_avg:722.22ms
step:16603/40500 train_loss:1.6344 aux_loss:0.0029 train_time:11983841ms step_avg:722.22ms
step:16604/40500 train_loss:1.7112 aux_loss:0.0030 train_time:11984560ms step_avg:722.22ms
step:16605/40500 train_loss:1.5823 aux_loss:0.0027 train_time:11985280ms step_avg:722.22ms
step:16606/40500 train_loss:1.5767 aux_loss:0.0029 train_time:11985999ms step_avg:722.22ms
step:16607/40500 train_loss:1.6450 aux_loss:0.0028 train_time:11986718ms step_avg:722.22ms
step:16608/40500 train_loss:1.6512 aux_loss:0.0036 train_time:11987437ms step_avg:722.22ms
step:16609/40500 train_loss:1.5972 aux_loss:0.0031 train_time:11988157ms step_avg:722.22ms
step:16610/40500 train_loss:1.5543 aux_loss:0.0030 train_time:11988876ms step_avg:722.22ms
step:16611/40500 train_loss:1.5701 aux_loss:0.0029 train_time:11989596ms step_avg:722.22ms
step:16612/40500 train_loss:1.5490 aux_loss:0.0030 train_time:11990315ms step_avg:722.22ms
step:16613/40500 train_loss:1.6280 aux_loss:0.0029 train_time:11991033ms step_avg:722.22ms
step:16614/40500 train_loss:1.6397 aux_loss:0.0028 train_time:11991752ms step_avg:722.22ms
step:16615/40500 train_loss:1.5617 aux_loss:0.0029 train_time:11992470ms step_avg:722.22ms
step:16616/40500 train_loss:1.5945 aux_loss:0.0028 train_time:11993190ms step_avg:722.22ms
step:16617/40500 train_loss:1.5842 aux_loss:0.0026 train_time:11993909ms step_avg:722.22ms
step:16618/40500 train_loss:1.6650 aux_loss:0.0028 train_time:11994630ms step_avg:722.22ms
step:16619/40500 train_loss:1.5643 aux_loss:0.0027 train_time:11995351ms step_avg:722.22ms
step:16620/40500 train_loss:1.6293 aux_loss:0.0027 train_time:11996069ms step_avg:722.22ms
step:16621/40500 train_loss:1.6453 aux_loss:0.0028 train_time:11996788ms step_avg:722.22ms
step:16622/40500 train_loss:1.6208 aux_loss:0.0031 train_time:11997508ms step_avg:722.22ms
step:16623/40500 train_loss:1.6442 aux_loss:0.0046 train_time:11998226ms step_avg:722.22ms
step:16624/40500 train_loss:1.5811 aux_loss:0.0029 train_time:11998943ms step_avg:722.22ms
step:16625/40500 train_loss:1.6509 aux_loss:0.0028 train_time:11999661ms step_avg:722.22ms
step:16626/40500 train_loss:1.6333 aux_loss:0.0028 train_time:12000380ms step_avg:722.22ms
step:16627/40500 train_loss:1.6073 aux_loss:0.0029 train_time:12001097ms step_avg:722.22ms
step:16628/40500 train_loss:1.6660 aux_loss:0.0029 train_time:12001817ms step_avg:722.22ms
step:16629/40500 train_loss:1.6860 aux_loss:0.0032 train_time:12002536ms step_avg:722.22ms
step:16630/40500 train_loss:1.6957 aux_loss:0.0030 train_time:12003256ms step_avg:722.22ms
step:16631/40500 train_loss:1.6693 aux_loss:0.0028 train_time:12003976ms step_avg:722.22ms
step:16632/40500 train_loss:1.5623 aux_loss:0.0028 train_time:12004695ms step_avg:722.22ms
step:16633/40500 train_loss:1.6231 aux_loss:0.0029 train_time:12005414ms step_avg:722.22ms
step:16634/40500 train_loss:1.6634 aux_loss:0.0028 train_time:12006132ms step_avg:722.22ms
step:16635/40500 train_loss:1.6357 aux_loss:0.0026 train_time:12006851ms step_avg:722.22ms
step:16636/40500 train_loss:1.6217 aux_loss:0.0028 train_time:12007570ms step_avg:722.22ms
step:16637/40500 train_loss:1.6515 aux_loss:0.0028 train_time:12008288ms step_avg:722.22ms
step:16638/40500 train_loss:1.6258 aux_loss:0.0029 train_time:12009008ms step_avg:722.22ms
step:16639/40500 train_loss:1.6095 aux_loss:0.0027 train_time:12009731ms step_avg:722.22ms
step:16640/40500 train_loss:1.6353 aux_loss:0.0028 train_time:12010449ms step_avg:722.22ms
step:16641/40500 train_loss:1.6669 aux_loss:0.0030 train_time:12011168ms step_avg:722.22ms
step:16642/40500 train_loss:1.6305 aux_loss:0.0029 train_time:12011887ms step_avg:722.22ms
step:16643/40500 train_loss:1.6208 aux_loss:0.0029 train_time:12012608ms step_avg:722.22ms
step:16644/40500 train_loss:1.5938 aux_loss:0.0031 train_time:12013326ms step_avg:722.22ms
step:16645/40500 train_loss:1.6030 aux_loss:0.0028 train_time:12014046ms step_avg:722.21ms
step:16646/40500 train_loss:1.6579 aux_loss:0.0029 train_time:12014765ms step_avg:722.21ms
step:16647/40500 train_loss:1.6628 aux_loss:0.0030 train_time:12015486ms step_avg:722.21ms
step:16648/40500 train_loss:1.5898 aux_loss:0.0027 train_time:12016207ms step_avg:722.21ms
step:16649/40500 train_loss:1.6072 aux_loss:0.0030 train_time:12016927ms step_avg:722.21ms
step:16650/40500 train_loss:1.6193 aux_loss:0.0027 train_time:12017646ms step_avg:722.21ms
step:16651/40500 train_loss:1.6047 aux_loss:0.0030 train_time:12018364ms step_avg:722.21ms
step:16652/40500 train_loss:1.5857 aux_loss:0.0028 train_time:12019085ms step_avg:722.21ms
step:16653/40500 train_loss:1.6418 aux_loss:0.0026 train_time:12019805ms step_avg:722.21ms
step:16654/40500 train_loss:1.6324 aux_loss:0.0029 train_time:12020522ms step_avg:722.21ms
step:16655/40500 train_loss:1.6110 aux_loss:0.0028 train_time:12021243ms step_avg:722.21ms
step:16656/40500 train_loss:1.6395 aux_loss:0.0029 train_time:12021961ms step_avg:722.21ms
step:16657/40500 train_loss:1.5790 aux_loss:0.0029 train_time:12022680ms step_avg:722.21ms
step:16658/40500 train_loss:1.6007 aux_loss:0.0027 train_time:12023399ms step_avg:722.21ms
step:16659/40500 train_loss:1.6293 aux_loss:0.0028 train_time:12024119ms step_avg:722.21ms
step:16660/40500 train_loss:1.6221 aux_loss:0.0029 train_time:12024838ms step_avg:722.21ms
step:16661/40500 train_loss:1.5130 aux_loss:0.0027 train_time:12025558ms step_avg:722.21ms
step:16662/40500 train_loss:1.5667 aux_loss:0.0028 train_time:12026277ms step_avg:722.21ms
step:16663/40500 train_loss:1.6905 aux_loss:0.0029 train_time:12026996ms step_avg:722.21ms
step:16664/40500 train_loss:1.6343 aux_loss:0.0028 train_time:12027716ms step_avg:722.21ms
step:16665/40500 train_loss:1.6087 aux_loss:0.0030 train_time:12028435ms step_avg:722.21ms
step:16666/40500 train_loss:1.6244 aux_loss:0.0033 train_time:12029153ms step_avg:722.21ms
step:16667/40500 train_loss:1.5991 aux_loss:0.0030 train_time:12029870ms step_avg:722.21ms
step:16668/40500 train_loss:1.6078 aux_loss:0.0030 train_time:12030589ms step_avg:722.21ms
step:16669/40500 train_loss:1.6677 aux_loss:0.0027 train_time:12031308ms step_avg:722.21ms
step:16670/40500 train_loss:1.6793 aux_loss:0.0026 train_time:12032027ms step_avg:722.21ms
step:16671/40500 train_loss:1.6312 aux_loss:0.0026 train_time:12032746ms step_avg:722.21ms
step:16672/40500 train_loss:1.6425 aux_loss:0.0028 train_time:12033465ms step_avg:722.21ms
step:16673/40500 train_loss:1.6370 aux_loss:0.0028 train_time:12034184ms step_avg:722.21ms
step:16674/40500 train_loss:1.6064 aux_loss:0.0030 train_time:12034902ms step_avg:722.21ms
step:16675/40500 train_loss:1.5972 aux_loss:0.0028 train_time:12035622ms step_avg:722.21ms
step:16676/40500 train_loss:1.6412 aux_loss:0.0028 train_time:12036342ms step_avg:722.21ms
step:16677/40500 train_loss:1.6485 aux_loss:0.0028 train_time:12037061ms step_avg:722.21ms
step:16678/40500 train_loss:1.5970 aux_loss:0.0029 train_time:12037782ms step_avg:722.21ms
step:16679/40500 train_loss:1.5848 aux_loss:0.0027 train_time:12038505ms step_avg:722.21ms
step:16680/40500 train_loss:1.6476 aux_loss:0.0028 train_time:12039223ms step_avg:722.21ms
step:16681/40500 train_loss:1.5767 aux_loss:0.0028 train_time:12039943ms step_avg:722.21ms
step:16682/40500 train_loss:1.6227 aux_loss:0.0028 train_time:12040664ms step_avg:722.21ms
step:16683/40500 train_loss:1.6588 aux_loss:0.0029 train_time:12041383ms step_avg:722.21ms
step:16684/40500 train_loss:1.5849 aux_loss:0.0029 train_time:12042103ms step_avg:722.21ms
step:16685/40500 train_loss:1.5894 aux_loss:0.0030 train_time:12042822ms step_avg:722.21ms
step:16686/40500 train_loss:1.6435 aux_loss:0.0036 train_time:12043541ms step_avg:722.21ms
step:16687/40500 train_loss:1.6708 aux_loss:0.0029 train_time:12044260ms step_avg:722.21ms
step:16688/40500 train_loss:1.6058 aux_loss:0.0028 train_time:12044980ms step_avg:722.21ms
step:16689/40500 train_loss:1.6046 aux_loss:0.0030 train_time:12045700ms step_avg:722.21ms
step:16690/40500 train_loss:1.6816 aux_loss:0.0030 train_time:12046420ms step_avg:722.21ms
step:16691/40500 train_loss:1.6825 aux_loss:0.0031 train_time:12047138ms step_avg:722.21ms
step:16692/40500 train_loss:1.5911 aux_loss:0.0029 train_time:12047858ms step_avg:722.21ms
step:16693/40500 train_loss:1.6153 aux_loss:0.0028 train_time:12048580ms step_avg:722.21ms
step:16694/40500 train_loss:1.6106 aux_loss:0.0030 train_time:12049298ms step_avg:722.21ms
step:16695/40500 train_loss:1.6137 aux_loss:0.0030 train_time:12050021ms step_avg:722.21ms
step:16696/40500 train_loss:1.6778 aux_loss:0.0029 train_time:12050738ms step_avg:722.21ms
step:16697/40500 train_loss:1.6031 aux_loss:0.0029 train_time:12051456ms step_avg:722.21ms
step:16698/40500 train_loss:1.6203 aux_loss:0.0029 train_time:12052178ms step_avg:722.21ms
step:16699/40500 train_loss:1.6233 aux_loss:0.0028 train_time:12052894ms step_avg:722.21ms
step:16700/40500 train_loss:1.6920 aux_loss:0.0029 train_time:12053616ms step_avg:722.21ms
step:16701/40500 train_loss:1.6128 aux_loss:0.0029 train_time:12054338ms step_avg:722.21ms
step:16702/40500 train_loss:1.5986 aux_loss:0.0029 train_time:12055057ms step_avg:722.21ms
step:16703/40500 train_loss:1.5785 aux_loss:0.0028 train_time:12055776ms step_avg:722.21ms
step:16704/40500 train_loss:1.5556 aux_loss:0.0027 train_time:12056497ms step_avg:722.21ms
step:16705/40500 train_loss:1.5797 aux_loss:0.0027 train_time:12057218ms step_avg:722.21ms
step:16706/40500 train_loss:1.6249 aux_loss:0.0029 train_time:12057936ms step_avg:722.21ms
step:16707/40500 train_loss:1.6373 aux_loss:0.0029 train_time:12058655ms step_avg:722.20ms
step:16708/40500 train_loss:1.6262 aux_loss:0.0030 train_time:12059373ms step_avg:722.20ms
step:16709/40500 train_loss:1.5779 aux_loss:0.0029 train_time:12060093ms step_avg:722.20ms
step:16710/40500 train_loss:1.6384 aux_loss:0.0030 train_time:12060811ms step_avg:722.20ms
step:16711/40500 train_loss:1.6652 aux_loss:0.0030 train_time:12061531ms step_avg:722.20ms
step:16712/40500 train_loss:1.5217 aux_loss:0.0030 train_time:12062251ms step_avg:722.20ms
step:16713/40500 train_loss:1.6473 aux_loss:0.0030 train_time:12062968ms step_avg:722.20ms
step:16714/40500 train_loss:1.5823 aux_loss:0.0030 train_time:12063688ms step_avg:722.20ms
step:16715/40500 train_loss:1.5827 aux_loss:0.0029 train_time:12064406ms step_avg:722.20ms
step:16716/40500 train_loss:1.5778 aux_loss:0.0029 train_time:12065123ms step_avg:722.20ms
step:16717/40500 train_loss:1.5530 aux_loss:0.0026 train_time:12065845ms step_avg:722.20ms
step:16718/40500 train_loss:1.6357 aux_loss:0.0027 train_time:12066564ms step_avg:722.20ms
step:16719/40500 train_loss:1.6144 aux_loss:0.0035 train_time:12067281ms step_avg:722.20ms
step:16720/40500 train_loss:1.6129 aux_loss:0.0030 train_time:12067998ms step_avg:722.20ms
step:16721/40500 train_loss:1.6059 aux_loss:0.0029 train_time:12068718ms step_avg:722.20ms
step:16722/40500 train_loss:1.5869 aux_loss:0.0030 train_time:12069436ms step_avg:722.20ms
step:16723/40500 train_loss:1.5160 aux_loss:0.0027 train_time:12070155ms step_avg:722.20ms
step:16724/40500 train_loss:1.5959 aux_loss:0.0026 train_time:12070874ms step_avg:722.20ms
step:16725/40500 train_loss:1.6377 aux_loss:0.0027 train_time:12071593ms step_avg:722.20ms
step:16726/40500 train_loss:1.6205 aux_loss:0.0029 train_time:12072312ms step_avg:722.20ms
step:16727/40500 train_loss:1.6471 aux_loss:0.0028 train_time:12073032ms step_avg:722.20ms
step:16728/40500 train_loss:1.6155 aux_loss:0.0028 train_time:12073752ms step_avg:722.20ms
step:16729/40500 train_loss:1.6316 aux_loss:0.0028 train_time:12074472ms step_avg:722.20ms
step:16730/40500 train_loss:1.5730 aux_loss:0.0029 train_time:12075192ms step_avg:722.20ms
step:16731/40500 train_loss:1.6237 aux_loss:0.0027 train_time:12075914ms step_avg:722.20ms
step:16732/40500 train_loss:1.6363 aux_loss:0.0028 train_time:12076632ms step_avg:722.20ms
step:16733/40500 train_loss:1.5875 aux_loss:0.0030 train_time:12077352ms step_avg:722.20ms
step:16734/40500 train_loss:1.5565 aux_loss:0.0029 train_time:12078073ms step_avg:722.20ms
step:16735/40500 train_loss:1.6270 aux_loss:0.0029 train_time:12078792ms step_avg:722.20ms
step:16736/40500 train_loss:1.6056 aux_loss:0.0031 train_time:12079512ms step_avg:722.20ms
step:16737/40500 train_loss:1.6379 aux_loss:0.0041 train_time:12080232ms step_avg:722.20ms
step:16738/40500 train_loss:1.6200 aux_loss:0.0027 train_time:12080951ms step_avg:722.20ms
step:16739/40500 train_loss:1.6242 aux_loss:0.0028 train_time:12081671ms step_avg:722.20ms
step:16740/40500 train_loss:1.6220 aux_loss:0.0030 train_time:12082390ms step_avg:722.20ms
step:16741/40500 train_loss:1.5936 aux_loss:0.0028 train_time:12083111ms step_avg:722.20ms
step:16742/40500 train_loss:1.6284 aux_loss:0.0027 train_time:12083830ms step_avg:722.20ms
step:16743/40500 train_loss:1.6223 aux_loss:0.0028 train_time:12084549ms step_avg:722.20ms
step:16744/40500 train_loss:1.5815 aux_loss:0.0028 train_time:12085266ms step_avg:722.20ms
step:16745/40500 train_loss:1.6800 aux_loss:0.0031 train_time:12085986ms step_avg:722.20ms
step:16746/40500 train_loss:1.6270 aux_loss:0.0028 train_time:12086706ms step_avg:722.20ms
step:16747/40500 train_loss:1.6606 aux_loss:0.0027 train_time:12087426ms step_avg:722.20ms
step:16748/40500 train_loss:1.6246 aux_loss:0.0028 train_time:12088144ms step_avg:722.20ms
step:16749/40500 train_loss:1.6086 aux_loss:0.0026 train_time:12088862ms step_avg:722.20ms
step:16750/40500 train_loss:1.6587 aux_loss:0.0027 train_time:12089578ms step_avg:722.20ms
step:16751/40500 train_loss:1.5610 aux_loss:0.0029 train_time:12090295ms step_avg:722.20ms
step:16752/40500 train_loss:1.5760 aux_loss:0.0029 train_time:12091015ms step_avg:722.20ms
step:16753/40500 train_loss:1.5873 aux_loss:0.0029 train_time:12091733ms step_avg:722.20ms
step:16754/40500 train_loss:1.5967 aux_loss:0.0031 train_time:12092451ms step_avg:722.20ms
step:16755/40500 train_loss:1.6523 aux_loss:0.0029 train_time:12093168ms step_avg:722.20ms
step:16756/40500 train_loss:1.6297 aux_loss:0.0029 train_time:12093887ms step_avg:722.20ms
step:16757/40500 train_loss:1.6827 aux_loss:0.0031 train_time:12094607ms step_avg:722.20ms
step:16758/40500 train_loss:1.6375 aux_loss:0.0029 train_time:12095327ms step_avg:722.20ms
step:16759/40500 train_loss:1.6402 aux_loss:0.0029 train_time:12096046ms step_avg:722.20ms
step:16760/40500 train_loss:1.6556 aux_loss:0.0029 train_time:12096765ms step_avg:722.19ms
step:16761/40500 train_loss:1.6032 aux_loss:0.0031 train_time:12097484ms step_avg:722.19ms
step:16762/40500 train_loss:1.5827 aux_loss:0.0029 train_time:12098203ms step_avg:722.19ms
step:16763/40500 train_loss:1.5642 aux_loss:0.0028 train_time:12098923ms step_avg:722.19ms
step:16764/40500 train_loss:1.5832 aux_loss:0.0029 train_time:12099643ms step_avg:722.19ms
step:16765/40500 train_loss:1.5740 aux_loss:0.0029 train_time:12100363ms step_avg:722.19ms
step:16766/40500 train_loss:1.6677 aux_loss:0.0032 train_time:12101082ms step_avg:722.19ms
step:16767/40500 train_loss:1.5846 aux_loss:0.0029 train_time:12101803ms step_avg:722.19ms
step:16768/40500 train_loss:1.6263 aux_loss:0.0027 train_time:12102521ms step_avg:722.19ms
step:16769/40500 train_loss:1.5891 aux_loss:0.0028 train_time:12103239ms step_avg:722.19ms
step:16770/40500 train_loss:1.6254 aux_loss:0.0029 train_time:12103964ms step_avg:722.19ms
step:16771/40500 train_loss:1.6227 aux_loss:0.0028 train_time:12104685ms step_avg:722.19ms
step:16772/40500 train_loss:1.6074 aux_loss:0.0029 train_time:12105403ms step_avg:722.19ms
step:16773/40500 train_loss:1.6430 aux_loss:0.0029 train_time:12106119ms step_avg:722.19ms
step:16774/40500 train_loss:1.5996 aux_loss:0.0030 train_time:12106837ms step_avg:722.19ms
step:16775/40500 train_loss:1.6050 aux_loss:0.0029 train_time:12107557ms step_avg:722.19ms
step:16776/40500 train_loss:1.5789 aux_loss:0.0028 train_time:12108277ms step_avg:722.19ms
step:16777/40500 train_loss:1.6064 aux_loss:0.0027 train_time:12108998ms step_avg:722.19ms
step:16778/40500 train_loss:1.6805 aux_loss:0.0027 train_time:12109720ms step_avg:722.19ms
step:16779/40500 train_loss:1.6388 aux_loss:0.0027 train_time:12110443ms step_avg:722.19ms
step:16780/40500 train_loss:1.6656 aux_loss:0.0027 train_time:12111161ms step_avg:722.19ms
step:16781/40500 train_loss:1.6338 aux_loss:0.0028 train_time:12111879ms step_avg:722.19ms
step:16782/40500 train_loss:1.6362 aux_loss:0.0028 train_time:12112599ms step_avg:722.19ms
step:16783/40500 train_loss:1.6204 aux_loss:0.0030 train_time:12113318ms step_avg:722.19ms
step:16784/40500 train_loss:1.6259 aux_loss:0.0029 train_time:12114038ms step_avg:722.19ms
step:16785/40500 train_loss:1.6167 aux_loss:0.0027 train_time:12114759ms step_avg:722.19ms
step:16786/40500 train_loss:1.5691 aux_loss:0.0030 train_time:12115479ms step_avg:722.19ms
step:16787/40500 train_loss:1.5916 aux_loss:0.0028 train_time:12116200ms step_avg:722.19ms
step:16788/40500 train_loss:1.6468 aux_loss:0.0028 train_time:12116919ms step_avg:722.19ms
step:16789/40500 train_loss:1.6324 aux_loss:0.0029 train_time:12117639ms step_avg:722.19ms
step:16790/40500 train_loss:1.5941 aux_loss:0.0031 train_time:12118359ms step_avg:722.19ms
step:16791/40500 train_loss:1.6466 aux_loss:0.0029 train_time:12119080ms step_avg:722.19ms
step:16792/40500 train_loss:1.6436 aux_loss:0.0029 train_time:12119799ms step_avg:722.19ms
step:16793/40500 train_loss:1.6680 aux_loss:0.0029 train_time:12120520ms step_avg:722.19ms
step:16794/40500 train_loss:1.6636 aux_loss:0.0026 train_time:12121239ms step_avg:722.19ms
step:16795/40500 train_loss:1.6196 aux_loss:0.0026 train_time:12121958ms step_avg:722.19ms
step:16796/40500 train_loss:1.6096 aux_loss:0.0027 train_time:12122678ms step_avg:722.19ms
step:16797/40500 train_loss:1.6004 aux_loss:0.0028 train_time:12123399ms step_avg:722.19ms
step:16798/40500 train_loss:1.5598 aux_loss:0.0029 train_time:12124118ms step_avg:722.19ms
step:16799/40500 train_loss:1.6191 aux_loss:0.0032 train_time:12124838ms step_avg:722.19ms
step:16800/40500 train_loss:1.5897 aux_loss:0.0029 train_time:12125560ms step_avg:722.19ms
step:16801/40500 train_loss:1.6270 aux_loss:0.0032 train_time:12126279ms step_avg:722.19ms
step:16802/40500 train_loss:1.6267 aux_loss:0.0029 train_time:12127000ms step_avg:722.19ms
step:16803/40500 train_loss:1.6185 aux_loss:0.0029 train_time:12127719ms step_avg:722.19ms
step:16804/40500 train_loss:1.6602 aux_loss:0.0029 train_time:12128438ms step_avg:722.19ms
step:16805/40500 train_loss:1.5875 aux_loss:0.0030 train_time:12129158ms step_avg:722.19ms
step:16806/40500 train_loss:1.6575 aux_loss:0.0029 train_time:12129876ms step_avg:722.19ms
step:16807/40500 train_loss:1.6333 aux_loss:0.0028 train_time:12130596ms step_avg:722.19ms
step:16808/40500 train_loss:1.6348 aux_loss:0.0029 train_time:12131317ms step_avg:722.19ms
step:16809/40500 train_loss:1.6859 aux_loss:0.0029 train_time:12132037ms step_avg:722.19ms
step:16810/40500 train_loss:1.6665 aux_loss:0.0034 train_time:12132759ms step_avg:722.19ms
step:16811/40500 train_loss:1.6717 aux_loss:0.0027 train_time:12133477ms step_avg:722.19ms
step:16812/40500 train_loss:1.5337 aux_loss:0.0028 train_time:12134197ms step_avg:722.19ms
step:16813/40500 train_loss:1.6580 aux_loss:0.0028 train_time:12134919ms step_avg:722.19ms
step:16814/40500 train_loss:1.6677 aux_loss:0.0028 train_time:12135639ms step_avg:722.19ms
step:16815/40500 train_loss:1.5961 aux_loss:0.0028 train_time:12136357ms step_avg:722.19ms
step:16816/40500 train_loss:1.6399 aux_loss:0.0028 train_time:12137076ms step_avg:722.19ms
step:16817/40500 train_loss:1.6866 aux_loss:0.0029 train_time:12137796ms step_avg:722.19ms
step:16818/40500 train_loss:1.6449 aux_loss:0.0029 train_time:12138515ms step_avg:722.19ms
step:16819/40500 train_loss:1.6360 aux_loss:0.0029 train_time:12139233ms step_avg:722.19ms
step:16820/40500 train_loss:1.5348 aux_loss:0.0028 train_time:12139955ms step_avg:722.19ms
step:16821/40500 train_loss:1.6217 aux_loss:0.0031 train_time:12140674ms step_avg:722.19ms
step:16822/40500 train_loss:1.5968 aux_loss:0.0028 train_time:12141391ms step_avg:722.19ms
step:16823/40500 train_loss:1.6383 aux_loss:0.0027 train_time:12142112ms step_avg:722.19ms
step:16824/40500 train_loss:1.6209 aux_loss:0.0027 train_time:12142833ms step_avg:722.19ms
step:16825/40500 train_loss:1.6185 aux_loss:0.0028 train_time:12143551ms step_avg:722.19ms
step:16826/40500 train_loss:1.6402 aux_loss:0.0028 train_time:12144271ms step_avg:722.19ms
step:16827/40500 train_loss:1.6227 aux_loss:0.0029 train_time:12144990ms step_avg:722.19ms
step:16828/40500 train_loss:1.6255 aux_loss:0.0028 train_time:12145709ms step_avg:722.19ms
step:16829/40500 train_loss:1.6732 aux_loss:0.0029 train_time:12146428ms step_avg:722.18ms
step:16830/40500 train_loss:1.6061 aux_loss:0.0034 train_time:12147147ms step_avg:722.18ms
step:16831/40500 train_loss:1.6051 aux_loss:0.0027 train_time:12147866ms step_avg:722.18ms
step:16832/40500 train_loss:1.6120 aux_loss:0.0029 train_time:12148585ms step_avg:722.18ms
step:16833/40500 train_loss:1.5753 aux_loss:0.0028 train_time:12149306ms step_avg:722.18ms
step:16834/40500 train_loss:1.6026 aux_loss:0.0028 train_time:12150025ms step_avg:722.18ms
step:16835/40500 train_loss:1.6013 aux_loss:0.0027 train_time:12150745ms step_avg:722.18ms
step:16836/40500 train_loss:1.5976 aux_loss:0.0029 train_time:12151465ms step_avg:722.18ms
step:16837/40500 train_loss:1.6003 aux_loss:0.0028 train_time:12152186ms step_avg:722.18ms
step:16838/40500 train_loss:1.6081 aux_loss:0.0029 train_time:12152903ms step_avg:722.18ms
step:16839/40500 train_loss:1.6731 aux_loss:0.0031 train_time:12153622ms step_avg:722.18ms
step:16840/40500 train_loss:1.5663 aux_loss:0.0028 train_time:12154340ms step_avg:722.18ms
step:16841/40500 train_loss:1.6430 aux_loss:0.0028 train_time:12155059ms step_avg:722.18ms
step:16842/40500 train_loss:1.6176 aux_loss:0.0030 train_time:12155777ms step_avg:722.18ms
step:16843/40500 train_loss:1.6369 aux_loss:0.0027 train_time:12156496ms step_avg:722.18ms
step:16844/40500 train_loss:1.6283 aux_loss:0.0027 train_time:12157214ms step_avg:722.18ms
step:16845/40500 train_loss:1.6152 aux_loss:0.0026 train_time:12157932ms step_avg:722.18ms
step:16846/40500 train_loss:1.5590 aux_loss:0.0027 train_time:12158650ms step_avg:722.18ms
step:16847/40500 train_loss:1.6146 aux_loss:0.0029 train_time:12159369ms step_avg:722.18ms
step:16848/40500 train_loss:1.5751 aux_loss:0.0028 train_time:12160088ms step_avg:722.18ms
step:16849/40500 train_loss:1.6952 aux_loss:0.0029 train_time:12160807ms step_avg:722.18ms
step:16850/40500 train_loss:1.6409 aux_loss:0.0028 train_time:12161527ms step_avg:722.18ms
step:16851/40500 train_loss:1.5277 aux_loss:0.0026 train_time:12162246ms step_avg:722.18ms
step:16852/40500 train_loss:1.6312 aux_loss:0.0029 train_time:12162965ms step_avg:722.18ms
step:16853/40500 train_loss:1.6377 aux_loss:0.0028 train_time:12163687ms step_avg:722.18ms
step:16854/40500 train_loss:1.6338 aux_loss:0.0028 train_time:12164405ms step_avg:722.18ms
step:16855/40500 train_loss:1.5752 aux_loss:0.0027 train_time:12165124ms step_avg:722.18ms
step:16856/40500 train_loss:1.6236 aux_loss:0.0026 train_time:12165844ms step_avg:722.18ms
step:16857/40500 train_loss:1.6885 aux_loss:0.0028 train_time:12166562ms step_avg:722.18ms
step:16858/40500 train_loss:1.6610 aux_loss:0.0028 train_time:12167281ms step_avg:722.18ms
step:16859/40500 train_loss:1.6014 aux_loss:0.0027 train_time:12168002ms step_avg:722.18ms
step:16860/40500 train_loss:1.6119 aux_loss:0.0027 train_time:12168723ms step_avg:722.18ms
step:16861/40500 train_loss:1.6832 aux_loss:0.0029 train_time:12169441ms step_avg:722.18ms
step:16862/40500 train_loss:1.6882 aux_loss:0.0030 train_time:12170162ms step_avg:722.18ms
step:16863/40500 train_loss:1.5890 aux_loss:0.0030 train_time:12170883ms step_avg:722.18ms
step:16864/40500 train_loss:1.5536 aux_loss:0.0029 train_time:12171601ms step_avg:722.18ms
step:16865/40500 train_loss:1.6145 aux_loss:0.0029 train_time:12172319ms step_avg:722.18ms
step:16866/40500 train_loss:1.5941 aux_loss:0.0028 train_time:12173038ms step_avg:722.18ms
step:16867/40500 train_loss:1.6263 aux_loss:0.0032 train_time:12173759ms step_avg:722.18ms
step:16868/40500 train_loss:1.6478 aux_loss:0.0028 train_time:12174477ms step_avg:722.18ms
step:16869/40500 train_loss:1.5809 aux_loss:0.0028 train_time:12175196ms step_avg:722.18ms
step:16870/40500 train_loss:1.6056 aux_loss:0.0028 train_time:12175913ms step_avg:722.18ms
step:16871/40500 train_loss:1.6478 aux_loss:0.0028 train_time:12176633ms step_avg:722.18ms
step:16872/40500 train_loss:1.6327 aux_loss:0.0028 train_time:12177351ms step_avg:722.18ms
step:16873/40500 train_loss:1.6477 aux_loss:0.0030 train_time:12178068ms step_avg:722.18ms
step:16874/40500 train_loss:1.5775 aux_loss:0.0031 train_time:12178787ms step_avg:722.18ms
step:16875/40500 train_loss:1.6731 aux_loss:0.0029 train_time:12179506ms step_avg:722.18ms
step:16876/40500 train_loss:1.6725 aux_loss:0.0028 train_time:12180224ms step_avg:722.18ms
step:16877/40500 train_loss:1.6241 aux_loss:0.0027 train_time:12180944ms step_avg:722.18ms
step:16878/40500 train_loss:1.5789 aux_loss:0.0025 train_time:12181662ms step_avg:722.18ms
step:16879/40500 train_loss:1.6245 aux_loss:0.0026 train_time:12182382ms step_avg:722.18ms
step:16880/40500 train_loss:1.6185 aux_loss:0.0027 train_time:12183100ms step_avg:722.18ms
step:16881/40500 train_loss:1.6227 aux_loss:0.0030 train_time:12183820ms step_avg:722.18ms
step:16882/40500 train_loss:1.6200 aux_loss:0.0028 train_time:12184538ms step_avg:722.18ms
step:16883/40500 train_loss:1.6619 aux_loss:0.0028 train_time:12185257ms step_avg:722.17ms
step:16884/40500 train_loss:1.6130 aux_loss:0.0028 train_time:12185976ms step_avg:722.17ms
step:16885/40500 train_loss:1.7121 aux_loss:0.0027 train_time:12186695ms step_avg:722.17ms
step:16886/40500 train_loss:1.5992 aux_loss:0.0034 train_time:12187416ms step_avg:722.17ms
step:16887/40500 train_loss:1.6413 aux_loss:0.0027 train_time:12188133ms step_avg:722.17ms
step:16888/40500 train_loss:1.6010 aux_loss:0.0028 train_time:12188852ms step_avg:722.17ms
step:16889/40500 train_loss:1.5944 aux_loss:0.0028 train_time:12189570ms step_avg:722.17ms
step:16890/40500 train_loss:1.6483 aux_loss:0.0027 train_time:12190289ms step_avg:722.17ms
step:16891/40500 train_loss:1.5977 aux_loss:0.0026 train_time:12191007ms step_avg:722.17ms
step:16892/40500 train_loss:1.5575 aux_loss:0.0026 train_time:12191724ms step_avg:722.17ms
step:16893/40500 train_loss:1.5860 aux_loss:0.0031 train_time:12192442ms step_avg:722.17ms
step:16894/40500 train_loss:1.6437 aux_loss:0.0030 train_time:12193161ms step_avg:722.17ms
step:16895/40500 train_loss:1.6213 aux_loss:0.0029 train_time:12193882ms step_avg:722.17ms
step:16896/40500 train_loss:1.6364 aux_loss:0.0028 train_time:12194601ms step_avg:722.17ms
step:16897/40500 train_loss:1.6287 aux_loss:0.0028 train_time:12195320ms step_avg:722.17ms
step:16898/40500 train_loss:1.6403 aux_loss:0.0029 train_time:12196040ms step_avg:722.17ms
step:16899/40500 train_loss:1.6117 aux_loss:0.0028 train_time:12196760ms step_avg:722.17ms
step:16900/40500 train_loss:1.6361 aux_loss:0.0030 train_time:12197481ms step_avg:722.17ms
step:16901/40500 train_loss:1.5587 aux_loss:0.0030 train_time:12198198ms step_avg:722.17ms
step:16902/40500 train_loss:1.5992 aux_loss:0.0030 train_time:12198921ms step_avg:722.17ms
step:16903/40500 train_loss:1.6356 aux_loss:0.0028 train_time:12199638ms step_avg:722.17ms
step:16904/40500 train_loss:1.6786 aux_loss:0.0032 train_time:12200357ms step_avg:722.17ms
step:16905/40500 train_loss:1.6701 aux_loss:0.0030 train_time:12201078ms step_avg:722.17ms
step:16906/40500 train_loss:1.5811 aux_loss:0.0030 train_time:12201796ms step_avg:722.17ms
step:16907/40500 train_loss:1.5997 aux_loss:0.0030 train_time:12202515ms step_avg:722.17ms
step:16908/40500 train_loss:1.6142 aux_loss:0.0028 train_time:12203236ms step_avg:722.17ms
step:16909/40500 train_loss:1.6465 aux_loss:0.0028 train_time:12203957ms step_avg:722.17ms
step:16910/40500 train_loss:1.6344 aux_loss:0.0028 train_time:12204676ms step_avg:722.17ms
step:16911/40500 train_loss:1.5987 aux_loss:0.0030 train_time:12205395ms step_avg:722.17ms
step:16912/40500 train_loss:1.6360 aux_loss:0.0029 train_time:12206114ms step_avg:722.17ms
step:16913/40500 train_loss:1.6459 aux_loss:0.0031 train_time:12206832ms step_avg:722.17ms
step:16914/40500 train_loss:1.6688 aux_loss:0.0029 train_time:12207551ms step_avg:722.17ms
step:16915/40500 train_loss:1.6449 aux_loss:0.0029 train_time:12208270ms step_avg:722.17ms
step:16916/40500 train_loss:1.6184 aux_loss:0.0028 train_time:12208988ms step_avg:722.17ms
step:16917/40500 train_loss:1.6189 aux_loss:0.0029 train_time:12209709ms step_avg:722.17ms
step:16918/40500 train_loss:1.6586 aux_loss:0.0028 train_time:12210428ms step_avg:722.17ms
step:16919/40500 train_loss:1.5895 aux_loss:0.0030 train_time:12211146ms step_avg:722.17ms
step:16920/40500 train_loss:1.6411 aux_loss:0.0029 train_time:12211865ms step_avg:722.17ms
step:16921/40500 train_loss:1.5319 aux_loss:0.0028 train_time:12212581ms step_avg:722.17ms
step:16922/40500 train_loss:1.6403 aux_loss:0.0029 train_time:12213299ms step_avg:722.17ms
step:16923/40500 train_loss:1.5684 aux_loss:0.0029 train_time:12214016ms step_avg:722.17ms
step:16924/40500 train_loss:1.5801 aux_loss:0.0030 train_time:12214735ms step_avg:722.17ms
step:16925/40500 train_loss:1.5999 aux_loss:0.0028 train_time:12215454ms step_avg:722.17ms
step:16926/40500 train_loss:1.6130 aux_loss:0.0028 train_time:12216173ms step_avg:722.17ms
step:16927/40500 train_loss:1.5276 aux_loss:0.0027 train_time:12216891ms step_avg:722.17ms
step:16928/40500 train_loss:1.6028 aux_loss:0.0029 train_time:12217612ms step_avg:722.17ms
step:16929/40500 train_loss:1.6422 aux_loss:0.0028 train_time:12218329ms step_avg:722.17ms
step:16930/40500 train_loss:1.6121 aux_loss:0.0028 train_time:12219047ms step_avg:722.17ms
step:16931/40500 train_loss:1.7022 aux_loss:0.0029 train_time:12219767ms step_avg:722.17ms
step:16932/40500 train_loss:1.6227 aux_loss:0.0029 train_time:12220488ms step_avg:722.17ms
step:16933/40500 train_loss:1.5931 aux_loss:0.0027 train_time:12221208ms step_avg:722.17ms
step:16934/40500 train_loss:1.6091 aux_loss:0.0029 train_time:12221927ms step_avg:722.17ms
step:16935/40500 train_loss:1.6366 aux_loss:0.0029 train_time:12222645ms step_avg:722.17ms
step:16936/40500 train_loss:1.6292 aux_loss:0.0028 train_time:12223364ms step_avg:722.16ms
step:16937/40500 train_loss:1.6142 aux_loss:0.0030 train_time:12224083ms step_avg:722.16ms
step:16938/40500 train_loss:1.5790 aux_loss:0.0027 train_time:12224806ms step_avg:722.16ms
step:16939/40500 train_loss:1.5759 aux_loss:0.0028 train_time:12225524ms step_avg:722.16ms
step:16940/40500 train_loss:1.6460 aux_loss:0.0028 train_time:12226245ms step_avg:722.16ms
step:16941/40500 train_loss:1.6282 aux_loss:0.0030 train_time:12226966ms step_avg:722.16ms
step:16942/40500 train_loss:1.5921 aux_loss:0.0030 train_time:12227687ms step_avg:722.16ms
step:16943/40500 train_loss:1.6025 aux_loss:0.0029 train_time:12228404ms step_avg:722.16ms
step:16944/40500 train_loss:1.6303 aux_loss:0.0029 train_time:12229126ms step_avg:722.16ms
step:16945/40500 train_loss:1.6147 aux_loss:0.0033 train_time:12229845ms step_avg:722.16ms
step:16946/40500 train_loss:1.6148 aux_loss:0.0029 train_time:12230564ms step_avg:722.16ms
step:16947/40500 train_loss:1.6939 aux_loss:0.0032 train_time:12231282ms step_avg:722.16ms
step:16948/40500 train_loss:1.6356 aux_loss:0.0029 train_time:12232001ms step_avg:722.16ms
step:16949/40500 train_loss:1.6188 aux_loss:0.0028 train_time:12232721ms step_avg:722.16ms
step:16950/40500 train_loss:1.6632 aux_loss:0.0028 train_time:12233438ms step_avg:722.16ms
step:16951/40500 train_loss:1.6985 aux_loss:0.0029 train_time:12234158ms step_avg:722.16ms
step:16952/40500 train_loss:1.6125 aux_loss:0.0029 train_time:12234875ms step_avg:722.16ms
step:16953/40500 train_loss:1.6048 aux_loss:0.0027 train_time:12235595ms step_avg:722.16ms
step:16954/40500 train_loss:1.5986 aux_loss:0.0029 train_time:12236312ms step_avg:722.16ms
step:16955/40500 train_loss:1.6303 aux_loss:0.0028 train_time:12237030ms step_avg:722.16ms
step:16956/40500 train_loss:1.6262 aux_loss:0.0027 train_time:12237748ms step_avg:722.16ms
step:16957/40500 train_loss:1.6390 aux_loss:0.0034 train_time:12238465ms step_avg:722.16ms
step:16958/40500 train_loss:1.5354 aux_loss:0.0029 train_time:12239184ms step_avg:722.16ms
step:16959/40500 train_loss:1.6399 aux_loss:0.0029 train_time:12239904ms step_avg:722.16ms
step:16960/40500 train_loss:1.6691 aux_loss:0.0031 train_time:12240620ms step_avg:722.16ms
step:16961/40500 train_loss:1.6115 aux_loss:0.0034 train_time:12241338ms step_avg:722.16ms
step:16962/40500 train_loss:1.6377 aux_loss:0.0030 train_time:12242058ms step_avg:722.16ms
step:16963/40500 train_loss:1.6317 aux_loss:0.0028 train_time:12242777ms step_avg:722.16ms
step:16964/40500 train_loss:1.6748 aux_loss:0.0027 train_time:12243495ms step_avg:722.16ms
step:16965/40500 train_loss:1.5365 aux_loss:0.0027 train_time:12244213ms step_avg:722.16ms
step:16966/40500 train_loss:1.5581 aux_loss:0.0027 train_time:12244933ms step_avg:722.16ms
step:16967/40500 train_loss:1.5984 aux_loss:0.0027 train_time:12245649ms step_avg:722.16ms
step:16968/40500 train_loss:1.6183 aux_loss:0.0027 train_time:12246368ms step_avg:722.16ms
step:16969/40500 train_loss:1.5920 aux_loss:0.0026 train_time:12247087ms step_avg:722.16ms
step:16970/40500 train_loss:1.6081 aux_loss:0.0028 train_time:12247807ms step_avg:722.16ms
step:16971/40500 train_loss:1.6365 aux_loss:0.0029 train_time:12248525ms step_avg:722.16ms
step:16972/40500 train_loss:1.5955 aux_loss:0.0031 train_time:12249246ms step_avg:722.16ms
step:16973/40500 train_loss:1.6738 aux_loss:0.0030 train_time:12249966ms step_avg:722.16ms
step:16974/40500 train_loss:1.6121 aux_loss:0.0030 train_time:12250684ms step_avg:722.16ms
step:16975/40500 train_loss:1.5744 aux_loss:0.0030 train_time:12251403ms step_avg:722.16ms
step:16976/40500 train_loss:1.6294 aux_loss:0.0028 train_time:12252121ms step_avg:722.16ms
step:16977/40500 train_loss:1.6352 aux_loss:0.0028 train_time:12252839ms step_avg:722.16ms
step:16978/40500 train_loss:1.6597 aux_loss:0.0027 train_time:12253557ms step_avg:722.16ms
step:16979/40500 train_loss:1.5722 aux_loss:0.0027 train_time:12254276ms step_avg:722.16ms
step:16980/40500 train_loss:1.6559 aux_loss:0.0027 train_time:12254996ms step_avg:722.16ms
step:16981/40500 train_loss:1.6257 aux_loss:0.0030 train_time:12255713ms step_avg:722.16ms
step:16982/40500 train_loss:1.6561 aux_loss:0.0027 train_time:12256432ms step_avg:722.16ms
step:16983/40500 train_loss:1.6484 aux_loss:0.0028 train_time:12257150ms step_avg:722.16ms
step:16984/40500 train_loss:1.6601 aux_loss:0.0029 train_time:12257867ms step_avg:722.16ms
step:16985/40500 train_loss:1.5734 aux_loss:0.0028 train_time:12258586ms step_avg:722.16ms
step:16986/40500 train_loss:1.6063 aux_loss:0.0027 train_time:12259305ms step_avg:722.16ms
step:16987/40500 train_loss:1.6319 aux_loss:0.0027 train_time:12260023ms step_avg:722.15ms
step:16988/40500 train_loss:1.5440 aux_loss:0.0028 train_time:12260742ms step_avg:722.15ms
step:16989/40500 train_loss:1.6314 aux_loss:0.0028 train_time:12261461ms step_avg:722.15ms
step:16990/40500 train_loss:1.6352 aux_loss:0.0028 train_time:12262180ms step_avg:722.15ms
step:16991/40500 train_loss:1.5928 aux_loss:0.0028 train_time:12262900ms step_avg:722.15ms
step:16992/40500 train_loss:1.5955 aux_loss:0.0029 train_time:12263620ms step_avg:722.15ms
step:16993/40500 train_loss:1.6566 aux_loss:0.0033 train_time:12264339ms step_avg:722.15ms
step:16994/40500 train_loss:1.6083 aux_loss:0.0029 train_time:12265058ms step_avg:722.15ms
step:16995/40500 train_loss:1.6427 aux_loss:0.0027 train_time:12265778ms step_avg:722.15ms
step:16996/40500 train_loss:1.6320 aux_loss:0.0028 train_time:12266497ms step_avg:722.15ms
step:16997/40500 train_loss:1.5678 aux_loss:0.0028 train_time:12267217ms step_avg:722.15ms
step:16998/40500 train_loss:1.6183 aux_loss:0.0029 train_time:12267937ms step_avg:722.15ms
step:16999/40500 train_loss:1.5907 aux_loss:0.0028 train_time:12268656ms step_avg:722.15ms
step:17000/40500 train_loss:1.6323 aux_loss:0.0027 train_time:12269377ms step_avg:722.15ms
step:17001/40500 train_loss:1.6314 aux_loss:0.0027 train_time:12270097ms step_avg:722.15ms
step:17002/40500 train_loss:1.6386 aux_loss:0.0027 train_time:12270815ms step_avg:722.15ms
step:17003/40500 train_loss:1.5961 aux_loss:0.0028 train_time:12271536ms step_avg:722.15ms
step:17004/40500 train_loss:1.6367 aux_loss:0.0028 train_time:12272251ms step_avg:722.15ms
step:17005/40500 train_loss:1.6365 aux_loss:0.0028 train_time:12272970ms step_avg:722.15ms
step:17006/40500 train_loss:1.6677 aux_loss:0.0026 train_time:12273690ms step_avg:722.15ms
step:17007/40500 train_loss:1.6289 aux_loss:0.0028 train_time:12274408ms step_avg:722.15ms
step:17008/40500 train_loss:1.5765 aux_loss:0.0028 train_time:12275125ms step_avg:722.15ms
step:17009/40500 train_loss:1.6114 aux_loss:0.0027 train_time:12275844ms step_avg:722.15ms
step:17010/40500 train_loss:1.6071 aux_loss:0.0025 train_time:12276563ms step_avg:722.15ms
step:17011/40500 train_loss:1.6050 aux_loss:0.0031 train_time:12277280ms step_avg:722.15ms
step:17012/40500 train_loss:1.6033 aux_loss:0.0031 train_time:12277998ms step_avg:722.15ms
step:17013/40500 train_loss:1.6122 aux_loss:0.0028 train_time:12278717ms step_avg:722.15ms
step:17014/40500 train_loss:1.6418 aux_loss:0.0027 train_time:12279437ms step_avg:722.15ms
step:17015/40500 train_loss:1.5498 aux_loss:0.0028 train_time:12280157ms step_avg:722.15ms
step:17016/40500 train_loss:1.6134 aux_loss:0.0028 train_time:12280876ms step_avg:722.15ms
step:17017/40500 train_loss:1.6383 aux_loss:0.0028 train_time:12281594ms step_avg:722.15ms
step:17018/40500 train_loss:1.6224 aux_loss:0.0040 train_time:12282315ms step_avg:722.15ms
step:17019/40500 train_loss:1.6047 aux_loss:0.0028 train_time:12283034ms step_avg:722.15ms
step:17020/40500 train_loss:1.6369 aux_loss:0.0028 train_time:12283754ms step_avg:722.15ms
step:17021/40500 train_loss:1.6113 aux_loss:0.0028 train_time:12284474ms step_avg:722.15ms
step:17022/40500 train_loss:1.6686 aux_loss:0.0030 train_time:12285193ms step_avg:722.15ms
step:17023/40500 train_loss:1.5603 aux_loss:0.0029 train_time:12285913ms step_avg:722.15ms
step:17024/40500 train_loss:1.5706 aux_loss:0.0030 train_time:12286631ms step_avg:722.15ms
step:17025/40500 train_loss:1.6119 aux_loss:0.0032 train_time:12287349ms step_avg:722.15ms
step:17026/40500 train_loss:1.6623 aux_loss:0.0032 train_time:12288074ms step_avg:722.15ms
step:17027/40500 train_loss:1.6222 aux_loss:0.0030 train_time:12288792ms step_avg:722.15ms
step:17028/40500 train_loss:1.5956 aux_loss:0.0029 train_time:12289512ms step_avg:722.15ms
step:17029/40500 train_loss:1.6391 aux_loss:0.0030 train_time:12290231ms step_avg:722.15ms
step:17030/40500 train_loss:1.6054 aux_loss:0.0030 train_time:12290951ms step_avg:722.15ms
step:17031/40500 train_loss:1.6237 aux_loss:0.0029 train_time:12291671ms step_avg:722.15ms
step:17032/40500 train_loss:1.6565 aux_loss:0.0029 train_time:12292393ms step_avg:722.15ms
step:17033/40500 train_loss:1.6665 aux_loss:0.0028 train_time:12293114ms step_avg:722.15ms
step:17034/40500 train_loss:1.6745 aux_loss:0.0027 train_time:12293832ms step_avg:722.15ms
step:17035/40500 train_loss:1.5784 aux_loss:0.0028 train_time:12294553ms step_avg:722.15ms
step:17036/40500 train_loss:1.5979 aux_loss:0.0030 train_time:12295273ms step_avg:722.15ms
step:17037/40500 train_loss:1.5588 aux_loss:0.0031 train_time:12295991ms step_avg:722.15ms
step:17038/40500 train_loss:1.5853 aux_loss:0.0033 train_time:12296713ms step_avg:722.15ms
step:17039/40500 train_loss:1.5763 aux_loss:0.0029 train_time:12297432ms step_avg:722.15ms
step:17040/40500 train_loss:1.6043 aux_loss:0.0034 train_time:12298152ms step_avg:722.15ms
step:17041/40500 train_loss:1.6464 aux_loss:0.0029 train_time:12298870ms step_avg:722.15ms
step:17042/40500 train_loss:1.6561 aux_loss:0.0030 train_time:12299590ms step_avg:722.15ms
step:17043/40500 train_loss:1.6567 aux_loss:0.0028 train_time:12300309ms step_avg:722.15ms
step:17044/40500 train_loss:1.6416 aux_loss:0.0028 train_time:12301030ms step_avg:722.15ms
step:17045/40500 train_loss:1.5885 aux_loss:0.0028 train_time:12301750ms step_avg:722.15ms
step:17046/40500 train_loss:1.6167 aux_loss:0.0029 train_time:12302470ms step_avg:722.15ms
step:17047/40500 train_loss:1.6343 aux_loss:0.0027 train_time:12303189ms step_avg:722.15ms
step:17048/40500 train_loss:1.6611 aux_loss:0.0029 train_time:12303908ms step_avg:722.15ms
step:17049/40500 train_loss:1.6003 aux_loss:0.0029 train_time:12304630ms step_avg:722.15ms
step:17050/40500 train_loss:1.6386 aux_loss:0.0029 train_time:12305350ms step_avg:722.14ms
step:17051/40500 train_loss:1.6075 aux_loss:0.0028 train_time:12306069ms step_avg:722.14ms
step:17052/40500 train_loss:1.5714 aux_loss:0.0030 train_time:12306788ms step_avg:722.14ms
step:17053/40500 train_loss:1.6176 aux_loss:0.0030 train_time:12307507ms step_avg:722.14ms
step:17054/40500 train_loss:1.6847 aux_loss:0.0029 train_time:12308227ms step_avg:722.14ms
step:17055/40500 train_loss:1.5887 aux_loss:0.0028 train_time:12308946ms step_avg:722.14ms
step:17056/40500 train_loss:1.6060 aux_loss:0.0029 train_time:12309666ms step_avg:722.14ms
step:17057/40500 train_loss:1.6170 aux_loss:0.0030 train_time:12310387ms step_avg:722.14ms
step:17058/40500 train_loss:1.6287 aux_loss:0.0029 train_time:12311109ms step_avg:722.14ms
step:17059/40500 train_loss:1.5967 aux_loss:0.0031 train_time:12311826ms step_avg:722.14ms
step:17060/40500 train_loss:1.5633 aux_loss:0.0029 train_time:12312548ms step_avg:722.14ms
step:17061/40500 train_loss:1.6304 aux_loss:0.0028 train_time:12313266ms step_avg:722.14ms
step:17062/40500 train_loss:1.6306 aux_loss:0.0031 train_time:12313986ms step_avg:722.14ms
step:17063/40500 train_loss:1.6541 aux_loss:0.0030 train_time:12314705ms step_avg:722.14ms
step:17064/40500 train_loss:1.6398 aux_loss:0.0032 train_time:12315425ms step_avg:722.14ms
step:17065/40500 train_loss:1.5977 aux_loss:0.0032 train_time:12316145ms step_avg:722.14ms
step:17066/40500 train_loss:1.6323 aux_loss:0.0030 train_time:12316865ms step_avg:722.14ms
step:17067/40500 train_loss:1.6153 aux_loss:0.0028 train_time:12317582ms step_avg:722.14ms
step:17068/40500 train_loss:1.6281 aux_loss:0.0028 train_time:12318299ms step_avg:722.14ms
step:17069/40500 train_loss:1.6468 aux_loss:0.0031 train_time:12319019ms step_avg:722.14ms
step:17070/40500 train_loss:1.6498 aux_loss:0.0030 train_time:12319739ms step_avg:722.14ms
step:17071/40500 train_loss:1.6187 aux_loss:0.0030 train_time:12320458ms step_avg:722.14ms
step:17072/40500 train_loss:1.6011 aux_loss:0.0026 train_time:12321176ms step_avg:722.14ms
step:17073/40500 train_loss:1.6617 aux_loss:0.0026 train_time:12321897ms step_avg:722.14ms
step:17074/40500 train_loss:1.5925 aux_loss:0.0028 train_time:12322617ms step_avg:722.14ms
step:17075/40500 train_loss:1.5883 aux_loss:0.0031 train_time:12323335ms step_avg:722.14ms
step:17076/40500 train_loss:1.6034 aux_loss:0.0028 train_time:12324057ms step_avg:722.14ms
step:17077/40500 train_loss:1.5866 aux_loss:0.0029 train_time:12324779ms step_avg:722.14ms
step:17078/40500 train_loss:1.5928 aux_loss:0.0029 train_time:12325496ms step_avg:722.14ms
step:17079/40500 train_loss:1.5429 aux_loss:0.0029 train_time:12326215ms step_avg:722.14ms
step:17080/40500 train_loss:1.6292 aux_loss:0.0028 train_time:12326936ms step_avg:722.14ms
step:17081/40500 train_loss:1.6600 aux_loss:0.0029 train_time:12327653ms step_avg:722.14ms
step:17082/40500 train_loss:1.6074 aux_loss:0.0028 train_time:12328370ms step_avg:722.14ms
step:17083/40500 train_loss:1.6453 aux_loss:0.0028 train_time:12329090ms step_avg:722.14ms
step:17084/40500 train_loss:1.5822 aux_loss:0.0027 train_time:12329810ms step_avg:722.14ms
step:17085/40500 train_loss:1.6196 aux_loss:0.0026 train_time:12330528ms step_avg:722.14ms
step:17086/40500 train_loss:1.6468 aux_loss:0.0025 train_time:12331246ms step_avg:722.14ms
step:17087/40500 train_loss:1.6434 aux_loss:0.0029 train_time:12331966ms step_avg:722.14ms
step:17088/40500 train_loss:1.6350 aux_loss:0.0030 train_time:12332684ms step_avg:722.14ms
step:17089/40500 train_loss:1.6417 aux_loss:0.0031 train_time:12333402ms step_avg:722.14ms
step:17090/40500 train_loss:1.5549 aux_loss:0.0028 train_time:12334121ms step_avg:722.14ms
step:17091/40500 train_loss:1.6645 aux_loss:0.0029 train_time:12334840ms step_avg:722.14ms
step:17092/40500 train_loss:1.6079 aux_loss:0.0030 train_time:12335559ms step_avg:722.14ms
step:17093/40500 train_loss:1.6306 aux_loss:0.0034 train_time:12336278ms step_avg:722.14ms
step:17094/40500 train_loss:1.5951 aux_loss:0.0028 train_time:12336998ms step_avg:722.14ms
step:17095/40500 train_loss:1.6482 aux_loss:0.0031 train_time:12337717ms step_avg:722.14ms
step:17096/40500 train_loss:1.6519 aux_loss:0.0028 train_time:12338439ms step_avg:722.14ms
step:17097/40500 train_loss:1.5572 aux_loss:0.0027 train_time:12339157ms step_avg:722.14ms
step:17098/40500 train_loss:1.6222 aux_loss:0.0027 train_time:12339876ms step_avg:722.14ms
step:17099/40500 train_loss:1.5600 aux_loss:0.0031 train_time:12340596ms step_avg:722.14ms
step:17100/40500 train_loss:1.6592 aux_loss:0.0028 train_time:12341315ms step_avg:722.14ms
step:17101/40500 train_loss:1.6914 aux_loss:0.0032 train_time:12342034ms step_avg:722.14ms
step:17102/40500 train_loss:1.6641 aux_loss:0.0034 train_time:12342755ms step_avg:722.14ms
step:17103/40500 train_loss:1.6466 aux_loss:0.0028 train_time:12343475ms step_avg:722.14ms
step:17104/40500 train_loss:1.6130 aux_loss:0.0028 train_time:12344196ms step_avg:722.14ms
step:17105/40500 train_loss:1.5909 aux_loss:0.0029 train_time:12344918ms step_avg:722.14ms
step:17106/40500 train_loss:1.6292 aux_loss:0.0029 train_time:12345638ms step_avg:722.14ms
step:17107/40500 train_loss:1.6298 aux_loss:0.0029 train_time:12346355ms step_avg:722.14ms
step:17108/40500 train_loss:1.6416 aux_loss:0.0028 train_time:12347080ms step_avg:722.14ms
step:17109/40500 train_loss:1.6390 aux_loss:0.0028 train_time:12347798ms step_avg:722.14ms
step:17110/40500 train_loss:1.6306 aux_loss:0.0028 train_time:12348517ms step_avg:722.14ms
step:17111/40500 train_loss:1.6586 aux_loss:0.0028 train_time:12349235ms step_avg:722.14ms
step:17112/40500 train_loss:1.6333 aux_loss:0.0027 train_time:12349955ms step_avg:722.14ms
step:17113/40500 train_loss:1.6305 aux_loss:0.0028 train_time:12350674ms step_avg:722.13ms
step:17114/40500 train_loss:1.6256 aux_loss:0.0028 train_time:12351395ms step_avg:722.13ms
step:17115/40500 train_loss:1.5728 aux_loss:0.0028 train_time:12352118ms step_avg:722.13ms
step:17116/40500 train_loss:1.5681 aux_loss:0.0026 train_time:12352836ms step_avg:722.13ms
step:17117/40500 train_loss:1.6880 aux_loss:0.0029 train_time:12353556ms step_avg:722.13ms
step:17118/40500 train_loss:1.6679 aux_loss:0.0028 train_time:12354276ms step_avg:722.13ms
step:17119/40500 train_loss:1.6073 aux_loss:0.0027 train_time:12354996ms step_avg:722.13ms
step:17120/40500 train_loss:1.5471 aux_loss:0.0028 train_time:12355714ms step_avg:722.13ms
step:17121/40500 train_loss:1.6382 aux_loss:0.0028 train_time:12356434ms step_avg:722.13ms
step:17122/40500 train_loss:1.5247 aux_loss:0.0029 train_time:12357154ms step_avg:722.13ms
step:17123/40500 train_loss:1.5749 aux_loss:0.0028 train_time:12357874ms step_avg:722.13ms
step:17124/40500 train_loss:1.5936 aux_loss:0.0027 train_time:12358595ms step_avg:722.13ms
step:17125/40500 train_loss:1.5974 aux_loss:0.0027 train_time:12359315ms step_avg:722.13ms
step:17126/40500 train_loss:1.6737 aux_loss:0.0028 train_time:12360034ms step_avg:722.13ms
step:17127/40500 train_loss:1.6190 aux_loss:0.0028 train_time:12360754ms step_avg:722.13ms
step:17128/40500 train_loss:1.6034 aux_loss:0.0028 train_time:12361474ms step_avg:722.13ms
step:17129/40500 train_loss:1.6447 aux_loss:0.0028 train_time:12362194ms step_avg:722.13ms
step:17130/40500 train_loss:1.5982 aux_loss:0.0029 train_time:12362913ms step_avg:722.13ms
step:17131/40500 train_loss:1.5810 aux_loss:0.0028 train_time:12363632ms step_avg:722.13ms
step:17132/40500 train_loss:1.6000 aux_loss:0.0026 train_time:12364352ms step_avg:722.13ms
step:17133/40500 train_loss:1.6027 aux_loss:0.0027 train_time:12365071ms step_avg:722.13ms
step:17134/40500 train_loss:1.5976 aux_loss:0.0027 train_time:12365790ms step_avg:722.13ms
step:17135/40500 train_loss:1.6294 aux_loss:0.0028 train_time:12366510ms step_avg:722.13ms
step:17136/40500 train_loss:1.6602 aux_loss:0.0031 train_time:12367232ms step_avg:722.13ms
step:17137/40500 train_loss:1.5382 aux_loss:0.0029 train_time:12367950ms step_avg:722.13ms
step:17138/40500 train_loss:1.5829 aux_loss:0.0030 train_time:12368670ms step_avg:722.13ms
step:17139/40500 train_loss:1.6165 aux_loss:0.0028 train_time:12369391ms step_avg:722.13ms
step:17140/40500 train_loss:1.5792 aux_loss:0.0029 train_time:12370110ms step_avg:722.13ms
step:17141/40500 train_loss:1.6198 aux_loss:0.0030 train_time:12370829ms step_avg:722.13ms
step:17142/40500 train_loss:1.5736 aux_loss:0.0028 train_time:12371550ms step_avg:722.13ms
step:17143/40500 train_loss:1.6307 aux_loss:0.0028 train_time:12372268ms step_avg:722.13ms
step:17144/40500 train_loss:1.6499 aux_loss:0.0029 train_time:12372989ms step_avg:722.13ms
step:17145/40500 train_loss:1.5482 aux_loss:0.0030 train_time:12373708ms step_avg:722.13ms
step:17146/40500 train_loss:1.6158 aux_loss:0.0030 train_time:12374430ms step_avg:722.13ms
step:17147/40500 train_loss:1.6098 aux_loss:0.0028 train_time:12375149ms step_avg:722.13ms
step:17148/40500 train_loss:1.6208 aux_loss:0.0028 train_time:12375871ms step_avg:722.13ms
step:17149/40500 train_loss:1.6507 aux_loss:0.0030 train_time:12376592ms step_avg:722.13ms
step:17150/40500 train_loss:1.6533 aux_loss:0.0027 train_time:12377311ms step_avg:722.13ms
step:17151/40500 train_loss:1.6360 aux_loss:0.0028 train_time:12378029ms step_avg:722.13ms
step:17152/40500 train_loss:1.5462 aux_loss:0.0028 train_time:12378748ms step_avg:722.13ms
step:17153/40500 train_loss:1.6754 aux_loss:0.0030 train_time:12379468ms step_avg:722.13ms
step:17154/40500 train_loss:1.6485 aux_loss:0.0028 train_time:12380187ms step_avg:722.13ms
step:17155/40500 train_loss:1.5737 aux_loss:0.0030 train_time:12380906ms step_avg:722.13ms
step:17156/40500 train_loss:1.6157 aux_loss:0.0032 train_time:12381626ms step_avg:722.13ms
step:17157/40500 train_loss:1.6272 aux_loss:0.0030 train_time:12382346ms step_avg:722.13ms
step:17158/40500 train_loss:1.5807 aux_loss:0.0027 train_time:12383065ms step_avg:722.13ms
step:17159/40500 train_loss:1.6269 aux_loss:0.0030 train_time:12383785ms step_avg:722.13ms
step:17160/40500 train_loss:1.6351 aux_loss:0.0029 train_time:12384506ms step_avg:722.13ms
step:17161/40500 train_loss:1.6777 aux_loss:0.0030 train_time:12385225ms step_avg:722.13ms
step:17162/40500 train_loss:1.6680 aux_loss:0.0029 train_time:12385945ms step_avg:722.13ms
step:17163/40500 train_loss:1.5494 aux_loss:0.0028 train_time:12386665ms step_avg:722.13ms
step:17164/40500 train_loss:1.6409 aux_loss:0.0029 train_time:12387386ms step_avg:722.13ms
step:17165/40500 train_loss:1.5620 aux_loss:0.0031 train_time:12388108ms step_avg:722.13ms
step:17166/40500 train_loss:1.6355 aux_loss:0.0028 train_time:12388827ms step_avg:722.13ms
step:17167/40500 train_loss:1.6441 aux_loss:0.0028 train_time:12389545ms step_avg:722.13ms
step:17168/40500 train_loss:1.6175 aux_loss:0.0028 train_time:12390265ms step_avg:722.13ms
step:17169/40500 train_loss:1.6290 aux_loss:0.0028 train_time:12390986ms step_avg:722.13ms
step:17170/40500 train_loss:1.6074 aux_loss:0.0028 train_time:12391704ms step_avg:722.13ms
step:17171/40500 train_loss:1.5800 aux_loss:0.0027 train_time:12392424ms step_avg:722.13ms
step:17172/40500 train_loss:1.6277 aux_loss:0.0027 train_time:12393142ms step_avg:722.13ms
step:17173/40500 train_loss:1.6326 aux_loss:0.0028 train_time:12393860ms step_avg:722.13ms
step:17174/40500 train_loss:1.6043 aux_loss:0.0028 train_time:12394580ms step_avg:722.13ms
step:17175/40500 train_loss:1.5864 aux_loss:0.0031 train_time:12395296ms step_avg:722.13ms
step:17176/40500 train_loss:1.5884 aux_loss:0.0029 train_time:12396015ms step_avg:722.13ms
step:17177/40500 train_loss:1.5405 aux_loss:0.0028 train_time:12396736ms step_avg:722.13ms
step:17178/40500 train_loss:1.6048 aux_loss:0.0029 train_time:12397456ms step_avg:722.13ms
step:17179/40500 train_loss:1.6102 aux_loss:0.0028 train_time:12398175ms step_avg:722.13ms
step:17180/40500 train_loss:1.6327 aux_loss:0.0028 train_time:12398895ms step_avg:722.13ms
step:17181/40500 train_loss:1.6149 aux_loss:0.0029 train_time:12399615ms step_avg:722.13ms
step:17182/40500 train_loss:1.6054 aux_loss:0.0029 train_time:12400331ms step_avg:722.13ms
step:17183/40500 train_loss:1.5718 aux_loss:0.0029 train_time:12401051ms step_avg:722.12ms
step:17184/40500 train_loss:1.5760 aux_loss:0.0028 train_time:12401771ms step_avg:722.12ms
step:17185/40500 train_loss:1.6323 aux_loss:0.0027 train_time:12402489ms step_avg:722.12ms
step:17186/40500 train_loss:1.6403 aux_loss:0.0038 train_time:12403208ms step_avg:722.12ms
step:17187/40500 train_loss:1.6746 aux_loss:0.0028 train_time:12403926ms step_avg:722.12ms
step:17188/40500 train_loss:1.6773 aux_loss:0.0027 train_time:12404645ms step_avg:722.12ms
step:17189/40500 train_loss:1.6037 aux_loss:0.0030 train_time:12405363ms step_avg:722.12ms
step:17190/40500 train_loss:1.6073 aux_loss:0.0027 train_time:12406083ms step_avg:722.12ms
step:17191/40500 train_loss:1.6142 aux_loss:0.0027 train_time:12406802ms step_avg:722.12ms
step:17192/40500 train_loss:1.6149 aux_loss:0.0029 train_time:12407520ms step_avg:722.12ms
step:17193/40500 train_loss:1.6011 aux_loss:0.0033 train_time:12408240ms step_avg:722.12ms
step:17194/40500 train_loss:1.6284 aux_loss:0.0029 train_time:12408958ms step_avg:722.12ms
step:17195/40500 train_loss:1.5827 aux_loss:0.0028 train_time:12409677ms step_avg:722.12ms
step:17196/40500 train_loss:1.6148 aux_loss:0.0036 train_time:12410394ms step_avg:722.12ms
step:17197/40500 train_loss:1.6581 aux_loss:0.0026 train_time:12411113ms step_avg:722.12ms
step:17198/40500 train_loss:1.6089 aux_loss:0.0028 train_time:12411831ms step_avg:722.12ms
step:17199/40500 train_loss:1.6328 aux_loss:0.0029 train_time:12412550ms step_avg:722.12ms
step:17200/40500 train_loss:1.6144 aux_loss:0.0030 train_time:12413269ms step_avg:722.12ms
step:17201/40500 train_loss:1.6366 aux_loss:0.0031 train_time:12413988ms step_avg:722.12ms
step:17202/40500 train_loss:1.6471 aux_loss:0.0028 train_time:12414707ms step_avg:722.12ms
step:17203/40500 train_loss:1.5893 aux_loss:0.0027 train_time:12415425ms step_avg:722.12ms
step:17204/40500 train_loss:1.5826 aux_loss:0.0029 train_time:12416143ms step_avg:722.12ms
step:17205/40500 train_loss:1.6715 aux_loss:0.0030 train_time:12416861ms step_avg:722.12ms
step:17206/40500 train_loss:1.5913 aux_loss:0.0033 train_time:12417578ms step_avg:722.12ms
step:17207/40500 train_loss:1.5876 aux_loss:0.0028 train_time:12418297ms step_avg:722.12ms
step:17208/40500 train_loss:1.6669 aux_loss:0.0030 train_time:12419016ms step_avg:722.12ms
step:17209/40500 train_loss:1.6393 aux_loss:0.0030 train_time:12419735ms step_avg:722.12ms
step:17210/40500 train_loss:1.6428 aux_loss:0.0029 train_time:12420455ms step_avg:722.12ms
step:17211/40500 train_loss:1.6214 aux_loss:0.0029 train_time:12421172ms step_avg:722.12ms
step:17212/40500 train_loss:1.5618 aux_loss:0.0027 train_time:12421891ms step_avg:722.12ms
step:17213/40500 train_loss:1.6234 aux_loss:0.0028 train_time:12422613ms step_avg:722.12ms
step:17214/40500 train_loss:1.6097 aux_loss:0.0030 train_time:12423334ms step_avg:722.12ms
step:17215/40500 train_loss:1.6063 aux_loss:0.0029 train_time:12424051ms step_avg:722.12ms
step:17216/40500 train_loss:1.6408 aux_loss:0.0027 train_time:12424771ms step_avg:722.12ms
step:17217/40500 train_loss:1.6205 aux_loss:0.0029 train_time:12425489ms step_avg:722.12ms
step:17218/40500 train_loss:1.6051 aux_loss:0.0028 train_time:12426207ms step_avg:722.12ms
step:17219/40500 train_loss:1.6010 aux_loss:0.0028 train_time:12426927ms step_avg:722.12ms
step:17220/40500 train_loss:1.6529 aux_loss:0.0027 train_time:12427645ms step_avg:722.12ms
step:17221/40500 train_loss:1.6111 aux_loss:0.0032 train_time:12428362ms step_avg:722.12ms
step:17222/40500 train_loss:1.6229 aux_loss:0.0028 train_time:12429081ms step_avg:722.12ms
step:17223/40500 train_loss:1.6222 aux_loss:0.0029 train_time:12429799ms step_avg:722.12ms
step:17224/40500 train_loss:1.6106 aux_loss:0.0029 train_time:12430516ms step_avg:722.12ms
step:17225/40500 train_loss:1.5987 aux_loss:0.0028 train_time:12431235ms step_avg:722.12ms
step:17226/40500 train_loss:1.6414 aux_loss:0.0028 train_time:12431956ms step_avg:722.12ms
step:17227/40500 train_loss:1.6410 aux_loss:0.0029 train_time:12432673ms step_avg:722.12ms
step:17228/40500 train_loss:1.6188 aux_loss:0.0027 train_time:12433393ms step_avg:722.12ms
step:17229/40500 train_loss:1.6339 aux_loss:0.0028 train_time:12434112ms step_avg:722.12ms
step:17230/40500 train_loss:1.6846 aux_loss:0.0028 train_time:12434832ms step_avg:722.12ms
step:17231/40500 train_loss:1.6454 aux_loss:0.0027 train_time:12435553ms step_avg:722.12ms
step:17232/40500 train_loss:1.5790 aux_loss:0.0033 train_time:12436273ms step_avg:722.12ms
step:17233/40500 train_loss:1.5596 aux_loss:0.0027 train_time:12436992ms step_avg:722.12ms
step:17234/40500 train_loss:1.5997 aux_loss:0.0031 train_time:12437711ms step_avg:722.12ms
step:17235/40500 train_loss:1.6028 aux_loss:0.0027 train_time:12438430ms step_avg:722.11ms
step:17236/40500 train_loss:1.6567 aux_loss:0.0028 train_time:12439149ms step_avg:722.11ms
step:17237/40500 train_loss:1.6126 aux_loss:0.0037 train_time:12439868ms step_avg:722.11ms
step:17238/40500 train_loss:1.6095 aux_loss:0.0027 train_time:12440587ms step_avg:722.11ms
step:17239/40500 train_loss:1.6366 aux_loss:0.0028 train_time:12441307ms step_avg:722.11ms
step:17240/40500 train_loss:1.5729 aux_loss:0.0028 train_time:12442026ms step_avg:722.11ms
step:17241/40500 train_loss:1.5837 aux_loss:0.0029 train_time:12442745ms step_avg:722.11ms
step:17242/40500 train_loss:1.6339 aux_loss:0.0027 train_time:12443464ms step_avg:722.11ms
step:17243/40500 train_loss:1.6399 aux_loss:0.0027 train_time:12444184ms step_avg:722.11ms
step:17244/40500 train_loss:1.6269 aux_loss:0.0029 train_time:12444904ms step_avg:722.11ms
step:17245/40500 train_loss:1.6209 aux_loss:0.0028 train_time:12445621ms step_avg:722.11ms
step:17246/40500 train_loss:1.6246 aux_loss:0.0029 train_time:12446342ms step_avg:722.11ms
step:17247/40500 train_loss:1.6275 aux_loss:0.0028 train_time:12447060ms step_avg:722.11ms
step:17248/40500 train_loss:1.5970 aux_loss:0.0027 train_time:12447777ms step_avg:722.11ms
step:17249/40500 train_loss:1.6243 aux_loss:0.0028 train_time:12448496ms step_avg:722.11ms
step:17250/40500 train_loss:1.6012 aux_loss:0.0027 train_time:12449215ms step_avg:722.11ms
step:17251/40500 train_loss:1.6121 aux_loss:0.0029 train_time:12449934ms step_avg:722.11ms
step:17252/40500 train_loss:1.6496 aux_loss:0.0029 train_time:12450653ms step_avg:722.11ms
step:17253/40500 train_loss:1.5998 aux_loss:0.0030 train_time:12451370ms step_avg:722.11ms
step:17254/40500 train_loss:1.5826 aux_loss:0.0030 train_time:12452088ms step_avg:722.11ms
step:17255/40500 train_loss:1.6253 aux_loss:0.0031 train_time:12452806ms step_avg:722.11ms
step:17256/40500 train_loss:1.5796 aux_loss:0.0029 train_time:12453526ms step_avg:722.11ms
step:17257/40500 train_loss:1.6620 aux_loss:0.0029 train_time:12454245ms step_avg:722.11ms
step:17258/40500 train_loss:1.6099 aux_loss:0.0029 train_time:12454966ms step_avg:722.11ms
step:17259/40500 train_loss:1.6537 aux_loss:0.0028 train_time:12455684ms step_avg:722.11ms
step:17260/40500 train_loss:1.5980 aux_loss:0.0027 train_time:12456401ms step_avg:722.11ms
step:17261/40500 train_loss:1.6882 aux_loss:0.0028 train_time:12457122ms step_avg:722.11ms
step:17262/40500 train_loss:1.6040 aux_loss:0.0028 train_time:12457841ms step_avg:722.11ms
step:17263/40500 train_loss:1.6242 aux_loss:0.0028 train_time:12458558ms step_avg:722.11ms
step:17264/40500 train_loss:1.6173 aux_loss:0.0030 train_time:12459278ms step_avg:722.11ms
step:17265/40500 train_loss:1.6358 aux_loss:0.0031 train_time:12459997ms step_avg:722.11ms
step:17266/40500 train_loss:1.6407 aux_loss:0.0032 train_time:12460717ms step_avg:722.11ms
step:17267/40500 train_loss:1.5823 aux_loss:0.0031 train_time:12461434ms step_avg:722.11ms
step:17268/40500 train_loss:1.6362 aux_loss:0.0028 train_time:12462153ms step_avg:722.11ms
step:17269/40500 train_loss:1.6373 aux_loss:0.0030 train_time:12462871ms step_avg:722.11ms
step:17270/40500 train_loss:1.6387 aux_loss:0.0029 train_time:12463592ms step_avg:722.11ms
step:17271/40500 train_loss:1.6815 aux_loss:0.0028 train_time:12464311ms step_avg:722.11ms
step:17272/40500 train_loss:1.6407 aux_loss:0.0029 train_time:12465027ms step_avg:722.11ms
step:17273/40500 train_loss:1.6649 aux_loss:0.0029 train_time:12465746ms step_avg:722.11ms
step:17274/40500 train_loss:1.5413 aux_loss:0.0029 train_time:12466465ms step_avg:722.11ms
step:17275/40500 train_loss:1.6392 aux_loss:0.0027 train_time:12467184ms step_avg:722.11ms
step:17276/40500 train_loss:1.6576 aux_loss:0.0029 train_time:12467904ms step_avg:722.11ms
step:17277/40500 train_loss:1.6014 aux_loss:0.0028 train_time:12468625ms step_avg:722.11ms
step:17278/40500 train_loss:1.6017 aux_loss:0.0028 train_time:12469343ms step_avg:722.11ms
step:17279/40500 train_loss:1.6199 aux_loss:0.0028 train_time:12470060ms step_avg:722.11ms
step:17280/40500 train_loss:1.6660 aux_loss:0.0029 train_time:12470782ms step_avg:722.11ms
step:17281/40500 train_loss:1.6579 aux_loss:0.0030 train_time:12471502ms step_avg:722.11ms
step:17282/40500 train_loss:1.6216 aux_loss:0.0028 train_time:12472221ms step_avg:722.11ms
step:17283/40500 train_loss:1.6200 aux_loss:0.0031 train_time:12472939ms step_avg:722.11ms
step:17284/40500 train_loss:1.6454 aux_loss:0.0029 train_time:12473662ms step_avg:722.11ms
step:17285/40500 train_loss:1.6511 aux_loss:0.0028 train_time:12474382ms step_avg:722.11ms
step:17286/40500 train_loss:1.5863 aux_loss:0.0027 train_time:12475098ms step_avg:722.11ms
step:17287/40500 train_loss:1.6686 aux_loss:0.0028 train_time:12475821ms step_avg:722.11ms
step:17288/40500 train_loss:1.6011 aux_loss:0.0029 train_time:12476541ms step_avg:722.11ms
step:17289/40500 train_loss:1.6137 aux_loss:0.0028 train_time:12477258ms step_avg:722.11ms
step:17290/40500 train_loss:1.5896 aux_loss:0.0028 train_time:12477976ms step_avg:722.11ms
step:17291/40500 train_loss:1.6405 aux_loss:0.0028 train_time:12478697ms step_avg:722.11ms
step:17292/40500 train_loss:1.6434 aux_loss:0.0030 train_time:12479414ms step_avg:722.10ms
step:17293/40500 train_loss:1.6320 aux_loss:0.0028 train_time:12480133ms step_avg:722.10ms
step:17294/40500 train_loss:1.5668 aux_loss:0.0028 train_time:12480853ms step_avg:722.10ms
step:17295/40500 train_loss:1.6153 aux_loss:0.0030 train_time:12481571ms step_avg:722.10ms
step:17296/40500 train_loss:1.6336 aux_loss:0.0029 train_time:12482290ms step_avg:722.10ms
step:17297/40500 train_loss:1.6449 aux_loss:0.0027 train_time:12483012ms step_avg:722.10ms
step:17298/40500 train_loss:1.5946 aux_loss:0.0027 train_time:12483730ms step_avg:722.10ms
step:17299/40500 train_loss:1.6211 aux_loss:0.0029 train_time:12484449ms step_avg:722.10ms
step:17300/40500 train_loss:1.5512 aux_loss:0.0029 train_time:12485168ms step_avg:722.10ms
step:17301/40500 train_loss:1.6559 aux_loss:0.0029 train_time:12485888ms step_avg:722.10ms
step:17302/40500 train_loss:1.6294 aux_loss:0.0029 train_time:12486609ms step_avg:722.10ms
step:17303/40500 train_loss:1.5444 aux_loss:0.0029 train_time:12487326ms step_avg:722.10ms
step:17304/40500 train_loss:1.5937 aux_loss:0.0029 train_time:12488046ms step_avg:722.10ms
step:17305/40500 train_loss:1.6625 aux_loss:0.0028 train_time:12488764ms step_avg:722.10ms
step:17306/40500 train_loss:1.6881 aux_loss:0.0028 train_time:12489482ms step_avg:722.10ms
step:17307/40500 train_loss:1.6335 aux_loss:0.0030 train_time:12490201ms step_avg:722.10ms
step:17308/40500 train_loss:1.6530 aux_loss:0.0028 train_time:12490920ms step_avg:722.10ms
step:17309/40500 train_loss:1.6194 aux_loss:0.0027 train_time:12491638ms step_avg:722.10ms
step:17310/40500 train_loss:1.6024 aux_loss:0.0029 train_time:12492358ms step_avg:722.10ms
step:17311/40500 train_loss:1.5938 aux_loss:0.0029 train_time:12493076ms step_avg:722.10ms
step:17312/40500 train_loss:1.5939 aux_loss:0.0029 train_time:12493795ms step_avg:722.10ms
step:17313/40500 train_loss:1.5628 aux_loss:0.0028 train_time:12494515ms step_avg:722.10ms
step:17314/40500 train_loss:1.6110 aux_loss:0.0029 train_time:12495233ms step_avg:722.10ms
step:17315/40500 train_loss:1.5751 aux_loss:0.0029 train_time:12495954ms step_avg:722.10ms
step:17316/40500 train_loss:1.6059 aux_loss:0.0027 train_time:12496673ms step_avg:722.10ms
step:17317/40500 train_loss:1.5753 aux_loss:0.0028 train_time:12497394ms step_avg:722.10ms
step:17318/40500 train_loss:1.5581 aux_loss:0.0031 train_time:12498112ms step_avg:722.10ms
step:17319/40500 train_loss:1.6058 aux_loss:0.0028 train_time:12498832ms step_avg:722.10ms
step:17320/40500 train_loss:1.5965 aux_loss:0.0036 train_time:12499554ms step_avg:722.10ms
step:17321/40500 train_loss:1.6168 aux_loss:0.0032 train_time:12500271ms step_avg:722.10ms
step:17322/40500 train_loss:1.6161 aux_loss:0.0031 train_time:12500990ms step_avg:722.10ms
step:17323/40500 train_loss:1.6500 aux_loss:0.0029 train_time:12501709ms step_avg:722.10ms
step:17324/40500 train_loss:1.5917 aux_loss:0.0030 train_time:12502429ms step_avg:722.10ms
step:17325/40500 train_loss:1.6270 aux_loss:0.0031 train_time:12503148ms step_avg:722.10ms
step:17326/40500 train_loss:1.6506 aux_loss:0.0029 train_time:12503867ms step_avg:722.10ms
step:17327/40500 train_loss:1.6096 aux_loss:0.0027 train_time:12504585ms step_avg:722.10ms
step:17328/40500 train_loss:1.6501 aux_loss:0.0028 train_time:12505305ms step_avg:722.10ms
step:17329/40500 train_loss:1.5803 aux_loss:0.0029 train_time:12506023ms step_avg:722.10ms
step:17330/40500 train_loss:1.6093 aux_loss:0.0028 train_time:12506743ms step_avg:722.10ms
step:17331/40500 train_loss:1.6110 aux_loss:0.0026 train_time:12507464ms step_avg:722.10ms
step:17332/40500 train_loss:1.6325 aux_loss:0.0027 train_time:12508181ms step_avg:722.10ms
step:17333/40500 train_loss:1.6796 aux_loss:0.0030 train_time:12508901ms step_avg:722.10ms
step:17334/40500 train_loss:1.6100 aux_loss:0.0030 train_time:12509619ms step_avg:722.10ms
step:17335/40500 train_loss:1.6059 aux_loss:0.0030 train_time:12510337ms step_avg:722.10ms
step:17336/40500 train_loss:1.6251 aux_loss:0.0029 train_time:12511056ms step_avg:722.10ms
step:17337/40500 train_loss:1.5965 aux_loss:0.0028 train_time:12511773ms step_avg:722.10ms
step:17338/40500 train_loss:1.5888 aux_loss:0.0028 train_time:12512491ms step_avg:722.10ms
step:17339/40500 train_loss:1.5965 aux_loss:0.0030 train_time:12513210ms step_avg:722.10ms
step:17340/40500 train_loss:1.6064 aux_loss:0.0028 train_time:12513928ms step_avg:722.10ms
step:17341/40500 train_loss:1.5459 aux_loss:0.0031 train_time:12514648ms step_avg:722.10ms
step:17342/40500 train_loss:1.6537 aux_loss:0.0029 train_time:12515367ms step_avg:722.10ms
step:17343/40500 train_loss:1.6053 aux_loss:0.0030 train_time:12516087ms step_avg:722.10ms
step:17344/40500 train_loss:1.5776 aux_loss:0.0029 train_time:12516806ms step_avg:722.10ms
step:17345/40500 train_loss:1.5797 aux_loss:0.0030 train_time:12517527ms step_avg:722.10ms
step:17346/40500 train_loss:1.6286 aux_loss:0.0027 train_time:12518247ms step_avg:722.10ms
step:17347/40500 train_loss:1.6456 aux_loss:0.0027 train_time:12518966ms step_avg:722.10ms
step:17348/40500 train_loss:1.6351 aux_loss:0.0030 train_time:12519686ms step_avg:722.10ms
step:17349/40500 train_loss:1.5535 aux_loss:0.0029 train_time:12520405ms step_avg:722.09ms
step:17350/40500 train_loss:1.5941 aux_loss:0.0029 train_time:12521122ms step_avg:722.09ms
step:17351/40500 train_loss:1.6191 aux_loss:0.0031 train_time:12521841ms step_avg:722.09ms
step:17352/40500 train_loss:1.6459 aux_loss:0.0031 train_time:12522559ms step_avg:722.09ms
step:17353/40500 train_loss:1.6291 aux_loss:0.0031 train_time:12523278ms step_avg:722.09ms
step:17354/40500 train_loss:1.5736 aux_loss:0.0028 train_time:12523997ms step_avg:722.09ms
step:17355/40500 train_loss:1.6367 aux_loss:0.0041 train_time:12524719ms step_avg:722.09ms
step:17356/40500 train_loss:1.6345 aux_loss:0.0027 train_time:12525437ms step_avg:722.09ms
step:17357/40500 train_loss:1.6203 aux_loss:0.0028 train_time:12526156ms step_avg:722.09ms
step:17358/40500 train_loss:1.6655 aux_loss:0.0032 train_time:12526875ms step_avg:722.09ms
step:17359/40500 train_loss:1.5944 aux_loss:0.0030 train_time:12527592ms step_avg:722.09ms
step:17360/40500 train_loss:1.6286 aux_loss:0.0031 train_time:12528311ms step_avg:722.09ms
step:17361/40500 train_loss:1.6394 aux_loss:0.0029 train_time:12529029ms step_avg:722.09ms
step:17362/40500 train_loss:1.6622 aux_loss:0.0029 train_time:12529746ms step_avg:722.09ms
step:17363/40500 train_loss:1.6043 aux_loss:0.0028 train_time:12530467ms step_avg:722.09ms
step:17364/40500 train_loss:1.6509 aux_loss:0.0029 train_time:12531187ms step_avg:722.09ms
step:17365/40500 train_loss:1.6141 aux_loss:0.0029 train_time:12531906ms step_avg:722.09ms
step:17366/40500 train_loss:1.5955 aux_loss:0.0029 train_time:12532624ms step_avg:722.09ms
step:17367/40500 train_loss:1.6070 aux_loss:0.0029 train_time:12533344ms step_avg:722.09ms
step:17368/40500 train_loss:1.5685 aux_loss:0.0028 train_time:12534062ms step_avg:722.09ms
step:17369/40500 train_loss:1.6171 aux_loss:0.0028 train_time:12534781ms step_avg:722.09ms
step:17370/40500 train_loss:1.5692 aux_loss:0.0030 train_time:12535499ms step_avg:722.09ms
step:17371/40500 train_loss:1.6519 aux_loss:0.0030 train_time:12536218ms step_avg:722.09ms
step:17372/40500 train_loss:1.6113 aux_loss:0.0035 train_time:12536939ms step_avg:722.09ms
step:17373/40500 train_loss:1.6590 aux_loss:0.0030 train_time:12537658ms step_avg:722.09ms
step:17374/40500 train_loss:1.5770 aux_loss:0.0028 train_time:12538378ms step_avg:722.09ms
step:17375/40500 train_loss:1.6181 aux_loss:0.0030 train_time:12539099ms step_avg:722.09ms
step:17376/40500 train_loss:1.6080 aux_loss:0.0029 train_time:12539819ms step_avg:722.09ms
step:17377/40500 train_loss:1.6725 aux_loss:0.0031 train_time:12540541ms step_avg:722.09ms
step:17378/40500 train_loss:1.6164 aux_loss:0.0028 train_time:12541260ms step_avg:722.09ms
step:17379/40500 train_loss:1.6073 aux_loss:0.0028 train_time:12541981ms step_avg:722.09ms
step:17380/40500 train_loss:1.5937 aux_loss:0.0031 train_time:12542700ms step_avg:722.09ms
step:17381/40500 train_loss:1.6655 aux_loss:0.0031 train_time:12543420ms step_avg:722.09ms
step:17382/40500 train_loss:1.6108 aux_loss:0.0030 train_time:12544140ms step_avg:722.09ms
step:17383/40500 train_loss:1.6011 aux_loss:0.0028 train_time:12544857ms step_avg:722.09ms
step:17384/40500 train_loss:1.6006 aux_loss:0.0029 train_time:12545576ms step_avg:722.09ms
step:17385/40500 train_loss:1.6375 aux_loss:0.0028 train_time:12546293ms step_avg:722.09ms
step:17386/40500 train_loss:1.5727 aux_loss:0.0029 train_time:12547011ms step_avg:722.09ms
step:17387/40500 train_loss:1.6695 aux_loss:0.0029 train_time:12547732ms step_avg:722.09ms
step:17388/40500 train_loss:1.6096 aux_loss:0.0029 train_time:12548451ms step_avg:722.09ms
step:17389/40500 train_loss:1.5650 aux_loss:0.0028 train_time:12549169ms step_avg:722.09ms
step:17390/40500 train_loss:1.6166 aux_loss:0.0029 train_time:12549888ms step_avg:722.09ms
step:17391/40500 train_loss:1.6315 aux_loss:0.0031 train_time:12550607ms step_avg:722.09ms
step:17392/40500 train_loss:1.6562 aux_loss:0.0028 train_time:12551326ms step_avg:722.09ms
step:17393/40500 train_loss:1.6197 aux_loss:0.0029 train_time:12552042ms step_avg:722.09ms
step:17394/40500 train_loss:1.6843 aux_loss:0.0028 train_time:12552760ms step_avg:722.09ms
step:17395/40500 train_loss:1.5873 aux_loss:0.0028 train_time:12553479ms step_avg:722.09ms
step:17396/40500 train_loss:1.6183 aux_loss:0.0028 train_time:12554198ms step_avg:722.09ms
step:17397/40500 train_loss:1.6183 aux_loss:0.0028 train_time:12554920ms step_avg:722.09ms
step:17398/40500 train_loss:1.6580 aux_loss:0.0029 train_time:12555637ms step_avg:722.09ms
step:17399/40500 train_loss:1.5529 aux_loss:0.0028 train_time:12556357ms step_avg:722.09ms
step:17400/40500 train_loss:1.6413 aux_loss:0.0027 train_time:12557073ms step_avg:722.09ms
step:17401/40500 train_loss:1.5653 aux_loss:0.0028 train_time:12557793ms step_avg:722.09ms
step:17402/40500 train_loss:1.6648 aux_loss:0.0032 train_time:12558513ms step_avg:722.09ms
step:17403/40500 train_loss:1.6070 aux_loss:0.0029 train_time:12559232ms step_avg:722.09ms
step:17404/40500 train_loss:1.7291 aux_loss:0.0032 train_time:12559951ms step_avg:722.09ms
step:17405/40500 train_loss:1.6207 aux_loss:0.0028 train_time:12560670ms step_avg:722.09ms
step:17406/40500 train_loss:1.6645 aux_loss:0.0029 train_time:12561389ms step_avg:722.08ms
step:17407/40500 train_loss:1.6187 aux_loss:0.0027 train_time:12562105ms step_avg:722.08ms
step:17408/40500 train_loss:1.6554 aux_loss:0.0027 train_time:12562824ms step_avg:722.08ms
step:17409/40500 train_loss:1.6287 aux_loss:0.0028 train_time:12563542ms step_avg:722.08ms
step:17410/40500 train_loss:1.6602 aux_loss:0.0031 train_time:12564260ms step_avg:722.08ms
step:17411/40500 train_loss:1.6017 aux_loss:0.0029 train_time:12564978ms step_avg:722.08ms
step:17412/40500 train_loss:1.6176 aux_loss:0.0028 train_time:12565697ms step_avg:722.08ms
step:17413/40500 train_loss:1.5420 aux_loss:0.0028 train_time:12566416ms step_avg:722.08ms
step:17414/40500 train_loss:1.6311 aux_loss:0.0030 train_time:12567135ms step_avg:722.08ms
step:17415/40500 train_loss:1.5863 aux_loss:0.0028 train_time:12567855ms step_avg:722.08ms
step:17416/40500 train_loss:1.6082 aux_loss:0.0028 train_time:12568574ms step_avg:722.08ms
step:17417/40500 train_loss:1.5722 aux_loss:0.0028 train_time:12569293ms step_avg:722.08ms
step:17418/40500 train_loss:1.6113 aux_loss:0.0029 train_time:12570014ms step_avg:722.08ms
step:17419/40500 train_loss:1.5692 aux_loss:0.0028 train_time:12570734ms step_avg:722.08ms
step:17420/40500 train_loss:1.6129 aux_loss:0.0027 train_time:12571454ms step_avg:722.08ms
step:17421/40500 train_loss:1.5903 aux_loss:0.0029 train_time:12572172ms step_avg:722.08ms
step:17422/40500 train_loss:1.6058 aux_loss:0.0028 train_time:12572893ms step_avg:722.08ms
step:17423/40500 train_loss:1.6118 aux_loss:0.0027 train_time:12573611ms step_avg:722.08ms
step:17424/40500 train_loss:1.6464 aux_loss:0.0027 train_time:12574333ms step_avg:722.08ms
step:17425/40500 train_loss:1.5236 aux_loss:0.0029 train_time:12575052ms step_avg:722.08ms
step:17426/40500 train_loss:1.6066 aux_loss:0.0029 train_time:12575770ms step_avg:722.08ms
step:17427/40500 train_loss:1.6285 aux_loss:0.0029 train_time:12576490ms step_avg:722.08ms
step:17428/40500 train_loss:1.6294 aux_loss:0.0030 train_time:12577210ms step_avg:722.08ms
step:17429/40500 train_loss:1.6100 aux_loss:0.0030 train_time:12577925ms step_avg:722.08ms
step:17430/40500 train_loss:1.6134 aux_loss:0.0030 train_time:12578645ms step_avg:722.08ms
step:17431/40500 train_loss:1.5892 aux_loss:0.0029 train_time:12579364ms step_avg:722.08ms
step:17432/40500 train_loss:1.5315 aux_loss:0.0030 train_time:12580084ms step_avg:722.08ms
step:17433/40500 train_loss:1.6719 aux_loss:0.0031 train_time:12580804ms step_avg:722.08ms
step:17434/40500 train_loss:1.5963 aux_loss:0.0030 train_time:12581521ms step_avg:722.08ms
step:17435/40500 train_loss:1.6466 aux_loss:0.0028 train_time:12582243ms step_avg:722.08ms
step:17436/40500 train_loss:1.5533 aux_loss:0.0030 train_time:12582962ms step_avg:722.08ms
step:17437/40500 train_loss:1.6665 aux_loss:0.0027 train_time:12583680ms step_avg:722.08ms
step:17438/40500 train_loss:1.5544 aux_loss:0.0028 train_time:12584400ms step_avg:722.08ms
step:17439/40500 train_loss:1.6433 aux_loss:0.0028 train_time:12585119ms step_avg:722.08ms
step:17440/40500 train_loss:1.6062 aux_loss:0.0027 train_time:12585838ms step_avg:722.08ms
step:17441/40500 train_loss:1.6526 aux_loss:0.0028 train_time:12586557ms step_avg:722.08ms
step:17442/40500 train_loss:1.6474 aux_loss:0.0028 train_time:12587275ms step_avg:722.08ms
step:17443/40500 train_loss:1.6244 aux_loss:0.0028 train_time:12587994ms step_avg:722.08ms
step:17444/40500 train_loss:1.6110 aux_loss:0.0027 train_time:12588711ms step_avg:722.08ms
step:17445/40500 train_loss:1.6865 aux_loss:0.0028 train_time:12589429ms step_avg:722.08ms
step:17446/40500 train_loss:1.6401 aux_loss:0.0029 train_time:12590149ms step_avg:722.08ms
step:17447/40500 train_loss:1.6330 aux_loss:0.0029 train_time:12590868ms step_avg:722.08ms
step:17448/40500 train_loss:1.6733 aux_loss:0.0029 train_time:12591589ms step_avg:722.08ms
step:17449/40500 train_loss:1.5725 aux_loss:0.0029 train_time:12592306ms step_avg:722.08ms
step:17450/40500 train_loss:1.6119 aux_loss:0.0039 train_time:12593027ms step_avg:722.08ms
step:17451/40500 train_loss:1.5824 aux_loss:0.0033 train_time:12593746ms step_avg:722.08ms
step:17452/40500 train_loss:1.5379 aux_loss:0.0028 train_time:12594465ms step_avg:722.08ms
step:17453/40500 train_loss:1.5624 aux_loss:0.0027 train_time:12595184ms step_avg:722.08ms
step:17454/40500 train_loss:1.6005 aux_loss:0.0027 train_time:12595904ms step_avg:722.08ms
step:17455/40500 train_loss:1.6125 aux_loss:0.0026 train_time:12596625ms step_avg:722.08ms
step:17456/40500 train_loss:1.5952 aux_loss:0.0027 train_time:12597343ms step_avg:722.08ms
step:17457/40500 train_loss:1.6393 aux_loss:0.0028 train_time:12598062ms step_avg:722.08ms
step:17458/40500 train_loss:1.5942 aux_loss:0.0033 train_time:12598780ms step_avg:722.08ms
step:17459/40500 train_loss:1.5821 aux_loss:0.0031 train_time:12599497ms step_avg:722.08ms
step:17460/40500 train_loss:1.6378 aux_loss:0.0027 train_time:12600214ms step_avg:722.08ms
step:17461/40500 train_loss:1.5929 aux_loss:0.0028 train_time:12600933ms step_avg:722.08ms
step:17462/40500 train_loss:1.6763 aux_loss:0.0030 train_time:12601653ms step_avg:722.07ms
step:17463/40500 train_loss:1.6087 aux_loss:0.0030 train_time:12602370ms step_avg:722.07ms
step:17464/40500 train_loss:1.6110 aux_loss:0.0028 train_time:12603087ms step_avg:722.07ms
step:17465/40500 train_loss:1.6376 aux_loss:0.0029 train_time:12603806ms step_avg:722.07ms
step:17466/40500 train_loss:1.5964 aux_loss:0.0033 train_time:12604522ms step_avg:722.07ms
step:17467/40500 train_loss:1.6049 aux_loss:0.0029 train_time:12605243ms step_avg:722.07ms
step:17468/40500 train_loss:1.6056 aux_loss:0.0026 train_time:12605962ms step_avg:722.07ms
step:17469/40500 train_loss:1.6193 aux_loss:0.0028 train_time:12606682ms step_avg:722.07ms
step:17470/40500 train_loss:1.6020 aux_loss:0.0035 train_time:12607403ms step_avg:722.07ms
step:17471/40500 train_loss:1.6179 aux_loss:0.0029 train_time:12608123ms step_avg:722.07ms
step:17472/40500 train_loss:1.6416 aux_loss:0.0028 train_time:12608843ms step_avg:722.07ms
step:17473/40500 train_loss:1.6313 aux_loss:0.0028 train_time:12609562ms step_avg:722.07ms
step:17474/40500 train_loss:1.6091 aux_loss:0.0031 train_time:12610282ms step_avg:722.07ms
step:17475/40500 train_loss:1.5987 aux_loss:0.0030 train_time:12611001ms step_avg:722.07ms
step:17476/40500 train_loss:1.6298 aux_loss:0.0028 train_time:12611721ms step_avg:722.07ms
step:17477/40500 train_loss:1.6024 aux_loss:0.0028 train_time:12612442ms step_avg:722.07ms
step:17478/40500 train_loss:1.5559 aux_loss:0.0027 train_time:12613162ms step_avg:722.07ms
step:17479/40500 train_loss:1.6001 aux_loss:0.0028 train_time:12613880ms step_avg:722.07ms
step:17480/40500 train_loss:1.6056 aux_loss:0.0029 train_time:12614600ms step_avg:722.07ms
step:17481/40500 train_loss:1.6177 aux_loss:0.0030 train_time:12615320ms step_avg:722.07ms
step:17482/40500 train_loss:1.6084 aux_loss:0.0028 train_time:12616041ms step_avg:722.07ms
step:17483/40500 train_loss:1.5771 aux_loss:0.0030 train_time:12616759ms step_avg:722.07ms
step:17484/40500 train_loss:1.5784 aux_loss:0.0029 train_time:12617480ms step_avg:722.07ms
step:17485/40500 train_loss:1.6268 aux_loss:0.0030 train_time:12618201ms step_avg:722.07ms
step:17486/40500 train_loss:1.6085 aux_loss:0.0029 train_time:12618921ms step_avg:722.07ms
step:17487/40500 train_loss:1.5879 aux_loss:0.0029 train_time:12619638ms step_avg:722.07ms
step:17488/40500 train_loss:1.5922 aux_loss:0.0031 train_time:12620357ms step_avg:722.07ms
step:17489/40500 train_loss:1.6337 aux_loss:0.0030 train_time:12621078ms step_avg:722.07ms
step:17490/40500 train_loss:1.6324 aux_loss:0.0029 train_time:12621798ms step_avg:722.07ms
step:17491/40500 train_loss:1.5794 aux_loss:0.0028 train_time:12622517ms step_avg:722.07ms
step:17492/40500 train_loss:1.6127 aux_loss:0.0029 train_time:12623238ms step_avg:722.07ms
step:17493/40500 train_loss:1.5969 aux_loss:0.0033 train_time:12623958ms step_avg:722.07ms
step:17494/40500 train_loss:1.6472 aux_loss:0.0031 train_time:12624676ms step_avg:722.07ms
step:17495/40500 train_loss:1.6150 aux_loss:0.0029 train_time:12625396ms step_avg:722.07ms
step:17496/40500 train_loss:1.5914 aux_loss:0.0030 train_time:12626116ms step_avg:722.07ms
step:17497/40500 train_loss:1.6533 aux_loss:0.0030 train_time:12626837ms step_avg:722.07ms
step:17498/40500 train_loss:1.6138 aux_loss:0.0028 train_time:12627558ms step_avg:722.07ms
step:17499/40500 train_loss:1.6058 aux_loss:0.0031 train_time:12628278ms step_avg:722.07ms
step:17500/40500 train_loss:1.6160 aux_loss:0.0030 train_time:12628996ms step_avg:722.07ms
step:17501/40500 train_loss:1.6372 aux_loss:0.0028 train_time:12629716ms step_avg:722.07ms
step:17502/40500 train_loss:1.6566 aux_loss:0.0027 train_time:12630435ms step_avg:722.07ms
step:17503/40500 train_loss:1.5929 aux_loss:0.0027 train_time:12631154ms step_avg:722.07ms
step:17504/40500 train_loss:1.5735 aux_loss:0.0027 train_time:12631875ms step_avg:722.07ms
step:17505/40500 train_loss:1.6376 aux_loss:0.0030 train_time:12632596ms step_avg:722.07ms
step:17506/40500 train_loss:1.6475 aux_loss:0.0028 train_time:12633314ms step_avg:722.07ms
step:17507/40500 train_loss:1.5827 aux_loss:0.0027 train_time:12634034ms step_avg:722.07ms
step:17508/40500 train_loss:1.6208 aux_loss:0.0028 train_time:12634752ms step_avg:722.07ms
step:17509/40500 train_loss:1.6215 aux_loss:0.0029 train_time:12635471ms step_avg:722.07ms
step:17510/40500 train_loss:1.5894 aux_loss:0.0028 train_time:12636192ms step_avg:722.07ms
step:17511/40500 train_loss:1.6527 aux_loss:0.0031 train_time:12636913ms step_avg:722.07ms
step:17512/40500 train_loss:1.6169 aux_loss:0.0029 train_time:12637633ms step_avg:722.07ms
step:17513/40500 train_loss:1.6077 aux_loss:0.0029 train_time:12638351ms step_avg:722.07ms
step:17514/40500 train_loss:1.6239 aux_loss:0.0031 train_time:12639074ms step_avg:722.07ms
step:17515/40500 train_loss:1.6410 aux_loss:0.0030 train_time:12639792ms step_avg:722.07ms
step:17516/40500 train_loss:1.6410 aux_loss:0.0030 train_time:12640510ms step_avg:722.07ms
step:17517/40500 train_loss:1.5727 aux_loss:0.0027 train_time:12641230ms step_avg:722.07ms
step:17518/40500 train_loss:1.6238 aux_loss:0.0027 train_time:12641948ms step_avg:722.07ms
step:17519/40500 train_loss:1.6223 aux_loss:0.0027 train_time:12642667ms step_avg:722.07ms
step:17520/40500 train_loss:1.6381 aux_loss:0.0030 train_time:12643388ms step_avg:722.07ms
step:17521/40500 train_loss:1.6701 aux_loss:0.0044 train_time:12644108ms step_avg:722.07ms
step:17522/40500 train_loss:1.6193 aux_loss:0.0031 train_time:12644828ms step_avg:722.07ms
step:17523/40500 train_loss:1.5874 aux_loss:0.0030 train_time:12645547ms step_avg:722.07ms
step:17524/40500 train_loss:1.6322 aux_loss:0.0030 train_time:12646266ms step_avg:722.07ms
step:17525/40500 train_loss:1.6348 aux_loss:0.0029 train_time:12646984ms step_avg:722.07ms
step:17526/40500 train_loss:1.6730 aux_loss:0.0029 train_time:12647702ms step_avg:722.07ms
step:17527/40500 train_loss:1.6029 aux_loss:0.0027 train_time:12648421ms step_avg:722.07ms
step:17528/40500 train_loss:1.6378 aux_loss:0.0027 train_time:12649141ms step_avg:722.07ms
step:17529/40500 train_loss:1.6061 aux_loss:0.0027 train_time:12649858ms step_avg:722.07ms
step:17530/40500 train_loss:1.5945 aux_loss:0.0027 train_time:12650577ms step_avg:722.06ms
step:17531/40500 train_loss:1.6862 aux_loss:0.0026 train_time:12651296ms step_avg:722.06ms
step:17532/40500 train_loss:1.6008 aux_loss:0.0027 train_time:12652014ms step_avg:722.06ms
step:17533/40500 train_loss:1.6024 aux_loss:0.0029 train_time:12652732ms step_avg:722.06ms
step:17534/40500 train_loss:1.6930 aux_loss:0.0028 train_time:12653451ms step_avg:722.06ms
step:17535/40500 train_loss:1.6091 aux_loss:0.0026 train_time:12654170ms step_avg:722.06ms
step:17536/40500 train_loss:1.5842 aux_loss:0.0026 train_time:12654887ms step_avg:722.06ms
step:17537/40500 train_loss:1.6544 aux_loss:0.0029 train_time:12655607ms step_avg:722.06ms
step:17538/40500 train_loss:1.6372 aux_loss:0.0033 train_time:12656326ms step_avg:722.06ms
step:17539/40500 train_loss:1.6221 aux_loss:0.0030 train_time:12657045ms step_avg:722.06ms
step:17540/40500 train_loss:1.6237 aux_loss:0.0028 train_time:12657766ms step_avg:722.06ms
step:17541/40500 train_loss:1.6093 aux_loss:0.0028 train_time:12658485ms step_avg:722.06ms
step:17542/40500 train_loss:1.6369 aux_loss:0.0029 train_time:12659206ms step_avg:722.06ms
step:17543/40500 train_loss:1.6349 aux_loss:0.0031 train_time:12659925ms step_avg:722.06ms
step:17544/40500 train_loss:1.5703 aux_loss:0.0030 train_time:12660644ms step_avg:722.06ms
step:17545/40500 train_loss:1.6397 aux_loss:0.0033 train_time:12661364ms step_avg:722.06ms
step:17546/40500 train_loss:1.5701 aux_loss:0.0028 train_time:12662083ms step_avg:722.06ms
step:17547/40500 train_loss:1.5757 aux_loss:0.0029 train_time:12662804ms step_avg:722.06ms
step:17548/40500 train_loss:1.6185 aux_loss:0.0027 train_time:12663523ms step_avg:722.06ms
step:17549/40500 train_loss:1.5888 aux_loss:0.0029 train_time:12664243ms step_avg:722.06ms
step:17550/40500 train_loss:1.6096 aux_loss:0.0029 train_time:12664965ms step_avg:722.06ms
step:17551/40500 train_loss:1.5801 aux_loss:0.0027 train_time:12665682ms step_avg:722.06ms
step:17552/40500 train_loss:1.5914 aux_loss:0.0028 train_time:12666404ms step_avg:722.06ms
step:17553/40500 train_loss:1.6382 aux_loss:0.0028 train_time:12667123ms step_avg:722.06ms
step:17554/40500 train_loss:1.5778 aux_loss:0.0029 train_time:12667842ms step_avg:722.06ms
step:17555/40500 train_loss:1.5971 aux_loss:0.0032 train_time:12668563ms step_avg:722.06ms
step:17556/40500 train_loss:1.6300 aux_loss:0.0031 train_time:12669285ms step_avg:722.06ms
step:17557/40500 train_loss:1.6402 aux_loss:0.0028 train_time:12670005ms step_avg:722.06ms
step:17558/40500 train_loss:1.5724 aux_loss:0.0028 train_time:12670723ms step_avg:722.06ms
step:17559/40500 train_loss:1.5830 aux_loss:0.0027 train_time:12671445ms step_avg:722.06ms
step:17560/40500 train_loss:1.6336 aux_loss:0.0028 train_time:12672164ms step_avg:722.06ms
step:17561/40500 train_loss:1.6585 aux_loss:0.0028 train_time:12672883ms step_avg:722.06ms
step:17562/40500 train_loss:1.5925 aux_loss:0.0028 train_time:12673603ms step_avg:722.06ms
step:17563/40500 train_loss:1.6450 aux_loss:0.0027 train_time:12674324ms step_avg:722.06ms
step:17564/40500 train_loss:1.5702 aux_loss:0.0029 train_time:12675043ms step_avg:722.06ms
step:17565/40500 train_loss:1.5858 aux_loss:0.0028 train_time:12675761ms step_avg:722.06ms
step:17566/40500 train_loss:1.6113 aux_loss:0.0028 train_time:12676480ms step_avg:722.06ms
step:17567/40500 train_loss:1.6789 aux_loss:0.0029 train_time:12677199ms step_avg:722.06ms
step:17568/40500 train_loss:1.6395 aux_loss:0.0029 train_time:12677917ms step_avg:722.06ms
step:17569/40500 train_loss:1.6381 aux_loss:0.0029 train_time:12678636ms step_avg:722.06ms
step:17570/40500 train_loss:1.5905 aux_loss:0.0032 train_time:12679354ms step_avg:722.06ms
step:17571/40500 train_loss:1.6000 aux_loss:0.0031 train_time:12680074ms step_avg:722.06ms
step:17572/40500 train_loss:1.6311 aux_loss:0.0028 train_time:12680791ms step_avg:722.06ms
step:17573/40500 train_loss:1.6617 aux_loss:0.0028 train_time:12681509ms step_avg:722.06ms
step:17574/40500 train_loss:1.6346 aux_loss:0.0028 train_time:12682228ms step_avg:722.06ms
step:17575/40500 train_loss:1.6161 aux_loss:0.0029 train_time:12682946ms step_avg:722.06ms
step:17576/40500 train_loss:1.5852 aux_loss:0.0030 train_time:12683664ms step_avg:722.06ms
step:17577/40500 train_loss:1.6115 aux_loss:0.0028 train_time:12684383ms step_avg:722.06ms
step:17578/40500 train_loss:1.6479 aux_loss:0.0029 train_time:12685101ms step_avg:722.06ms
step:17579/40500 train_loss:1.5924 aux_loss:0.0028 train_time:12685820ms step_avg:722.06ms
step:17580/40500 train_loss:1.6226 aux_loss:0.0029 train_time:12686537ms step_avg:722.06ms
step:17581/40500 train_loss:1.6178 aux_loss:0.0029 train_time:12687258ms step_avg:722.06ms
step:17582/40500 train_loss:1.6334 aux_loss:0.0029 train_time:12687978ms step_avg:722.06ms
step:17583/40500 train_loss:1.6039 aux_loss:0.0030 train_time:12688697ms step_avg:722.06ms
step:17584/40500 train_loss:1.6037 aux_loss:0.0031 train_time:12689415ms step_avg:722.06ms
step:17585/40500 train_loss:1.5563 aux_loss:0.0029 train_time:12690134ms step_avg:722.06ms
step:17586/40500 train_loss:1.5699 aux_loss:0.0028 train_time:12690852ms step_avg:722.06ms
step:17587/40500 train_loss:1.6493 aux_loss:0.0028 train_time:12691571ms step_avg:722.06ms
step:17588/40500 train_loss:1.6072 aux_loss:0.0031 train_time:12692287ms step_avg:722.06ms
step:17589/40500 train_loss:1.6236 aux_loss:0.0028 train_time:12693006ms step_avg:722.06ms
step:17590/40500 train_loss:1.6431 aux_loss:0.0027 train_time:12693725ms step_avg:722.05ms
step:17591/40500 train_loss:1.6371 aux_loss:0.0027 train_time:12694443ms step_avg:722.05ms
step:17592/40500 train_loss:1.6328 aux_loss:0.0026 train_time:12695161ms step_avg:722.05ms
step:17593/40500 train_loss:1.5900 aux_loss:0.0028 train_time:12695880ms step_avg:722.05ms
step:17594/40500 train_loss:1.5855 aux_loss:0.0029 train_time:12696601ms step_avg:722.05ms
step:17595/40500 train_loss:1.5839 aux_loss:0.0028 train_time:12697319ms step_avg:722.05ms
step:17596/40500 train_loss:1.6128 aux_loss:0.0029 train_time:12698039ms step_avg:722.05ms
step:17597/40500 train_loss:1.5832 aux_loss:0.0029 train_time:12698759ms step_avg:722.05ms
step:17598/40500 train_loss:1.6389 aux_loss:0.0027 train_time:12699478ms step_avg:722.05ms
step:17599/40500 train_loss:1.6232 aux_loss:0.0030 train_time:12700198ms step_avg:722.05ms
step:17600/40500 train_loss:1.6046 aux_loss:0.0033 train_time:12700919ms step_avg:722.05ms
step:17601/40500 train_loss:1.6199 aux_loss:0.0036 train_time:12701638ms step_avg:722.05ms
step:17602/40500 train_loss:1.5784 aux_loss:0.0028 train_time:12702358ms step_avg:722.05ms
step:17603/40500 train_loss:1.5707 aux_loss:0.0030 train_time:12703076ms step_avg:722.05ms
step:17604/40500 train_loss:1.6368 aux_loss:0.0030 train_time:12703796ms step_avg:722.05ms
step:17605/40500 train_loss:1.6392 aux_loss:0.0028 train_time:12704516ms step_avg:722.05ms
step:17606/40500 train_loss:1.6485 aux_loss:0.0029 train_time:12705235ms step_avg:722.05ms
step:17607/40500 train_loss:1.6016 aux_loss:0.0028 train_time:12705954ms step_avg:722.05ms
step:17608/40500 train_loss:1.6478 aux_loss:0.0028 train_time:12706674ms step_avg:722.05ms
step:17609/40500 train_loss:1.5890 aux_loss:0.0027 train_time:12707395ms step_avg:722.05ms
step:17610/40500 train_loss:1.5458 aux_loss:0.0027 train_time:12708113ms step_avg:722.05ms
step:17611/40500 train_loss:1.5363 aux_loss:0.0030 train_time:12708830ms step_avg:722.05ms
step:17612/40500 train_loss:1.5785 aux_loss:0.0026 train_time:12709549ms step_avg:722.05ms
step:17613/40500 train_loss:1.6049 aux_loss:0.0027 train_time:12710270ms step_avg:722.05ms
step:17614/40500 train_loss:1.6043 aux_loss:0.0028 train_time:12710989ms step_avg:722.05ms
step:17615/40500 train_loss:1.5597 aux_loss:0.0030 train_time:12711710ms step_avg:722.05ms
step:17616/40500 train_loss:1.6321 aux_loss:0.0029 train_time:12712427ms step_avg:722.05ms
step:17617/40500 train_loss:1.6459 aux_loss:0.0028 train_time:12713144ms step_avg:722.05ms
step:17618/40500 train_loss:1.5895 aux_loss:0.0027 train_time:12713862ms step_avg:722.05ms
step:17619/40500 train_loss:1.5970 aux_loss:0.0027 train_time:12714581ms step_avg:722.05ms
step:17620/40500 train_loss:1.7236 aux_loss:0.0030 train_time:12715300ms step_avg:722.05ms
step:17621/40500 train_loss:1.6622 aux_loss:0.0031 train_time:12716019ms step_avg:722.05ms
step:17622/40500 train_loss:1.5873 aux_loss:0.0029 train_time:12716738ms step_avg:722.05ms
step:17623/40500 train_loss:1.6510 aux_loss:0.0029 train_time:12717456ms step_avg:722.05ms
step:17624/40500 train_loss:1.6251 aux_loss:0.0029 train_time:12718173ms step_avg:722.05ms
step:17625/40500 train_loss:1.5950 aux_loss:0.0030 train_time:12718892ms step_avg:722.05ms
step:17626/40500 train_loss:1.5877 aux_loss:0.0030 train_time:12719610ms step_avg:722.05ms
step:17627/40500 train_loss:1.5520 aux_loss:0.0029 train_time:12720330ms step_avg:722.05ms
step:17628/40500 train_loss:1.7148 aux_loss:0.0029 train_time:12721051ms step_avg:722.05ms
step:17629/40500 train_loss:1.5942 aux_loss:0.0026 train_time:12721770ms step_avg:722.05ms
step:17630/40500 train_loss:1.6802 aux_loss:0.0035 train_time:12722491ms step_avg:722.05ms
step:17631/40500 train_loss:1.6187 aux_loss:0.0028 train_time:12723209ms step_avg:722.05ms
step:17632/40500 train_loss:1.6229 aux_loss:0.0028 train_time:12723930ms step_avg:722.05ms
step:17633/40500 train_loss:1.5255 aux_loss:0.0028 train_time:12724648ms step_avg:722.05ms
step:17634/40500 train_loss:1.5719 aux_loss:0.0036 train_time:12725369ms step_avg:722.05ms
step:17635/40500 train_loss:1.5673 aux_loss:0.0028 train_time:12726088ms step_avg:722.05ms
step:17636/40500 train_loss:1.5994 aux_loss:0.0033 train_time:12726809ms step_avg:722.05ms
step:17637/40500 train_loss:1.6384 aux_loss:0.0029 train_time:12727528ms step_avg:722.05ms
step:17638/40500 train_loss:1.6581 aux_loss:0.0028 train_time:12728248ms step_avg:722.05ms
step:17639/40500 train_loss:1.6976 aux_loss:0.0028 train_time:12728968ms step_avg:722.05ms
step:17640/40500 train_loss:1.6147 aux_loss:0.0029 train_time:12729688ms step_avg:722.05ms
step:17641/40500 train_loss:1.5890 aux_loss:0.0028 train_time:12730408ms step_avg:722.05ms
step:17642/40500 train_loss:1.6498 aux_loss:0.0028 train_time:12731129ms step_avg:722.05ms
step:17643/40500 train_loss:1.6406 aux_loss:0.0029 train_time:12731848ms step_avg:722.05ms
step:17644/40500 train_loss:1.6475 aux_loss:0.0028 train_time:12732568ms step_avg:722.05ms
step:17645/40500 train_loss:1.6161 aux_loss:0.0027 train_time:12733288ms step_avg:722.05ms
step:17646/40500 train_loss:1.6031 aux_loss:0.0027 train_time:12734006ms step_avg:722.05ms
step:17647/40500 train_loss:1.5871 aux_loss:0.0028 train_time:12734726ms step_avg:722.05ms
step:17648/40500 train_loss:1.6560 aux_loss:0.0029 train_time:12735445ms step_avg:722.05ms
step:17649/40500 train_loss:1.5928 aux_loss:0.0028 train_time:12736165ms step_avg:722.05ms
step:17650/40500 train_loss:1.5974 aux_loss:0.0027 train_time:12736885ms step_avg:722.05ms
step:17651/40500 train_loss:1.6031 aux_loss:0.0028 train_time:12737605ms step_avg:722.05ms
step:17652/40500 train_loss:1.6128 aux_loss:0.0029 train_time:12738323ms step_avg:722.05ms
step:17653/40500 train_loss:1.6365 aux_loss:0.0029 train_time:12739043ms step_avg:722.05ms
step:17654/40500 train_loss:1.6143 aux_loss:0.0030 train_time:12739762ms step_avg:722.05ms
step:17655/40500 train_loss:1.6579 aux_loss:0.0033 train_time:12740482ms step_avg:722.04ms
step:17656/40500 train_loss:1.6125 aux_loss:0.0028 train_time:12741200ms step_avg:722.04ms
step:17657/40500 train_loss:1.6096 aux_loss:0.0028 train_time:12741921ms step_avg:722.04ms
step:17658/40500 train_loss:1.6203 aux_loss:0.0029 train_time:12742640ms step_avg:722.04ms
step:17659/40500 train_loss:1.5793 aux_loss:0.0029 train_time:12743358ms step_avg:722.04ms
step:17660/40500 train_loss:1.6447 aux_loss:0.0032 train_time:12744077ms step_avg:722.04ms
step:17661/40500 train_loss:1.5592 aux_loss:0.0027 train_time:12744797ms step_avg:722.04ms
step:17662/40500 train_loss:1.6444 aux_loss:0.0029 train_time:12745515ms step_avg:722.04ms
step:17663/40500 train_loss:1.6193 aux_loss:0.0027 train_time:12746234ms step_avg:722.04ms
step:17664/40500 train_loss:1.5780 aux_loss:0.0026 train_time:12746954ms step_avg:722.04ms
step:17665/40500 train_loss:1.6036 aux_loss:0.0028 train_time:12747672ms step_avg:722.04ms
step:17666/40500 train_loss:1.6707 aux_loss:0.0030 train_time:12748391ms step_avg:722.04ms
step:17667/40500 train_loss:1.6309 aux_loss:0.0029 train_time:12749110ms step_avg:722.04ms
step:17668/40500 train_loss:1.6301 aux_loss:0.0029 train_time:12749828ms step_avg:722.04ms
step:17669/40500 train_loss:1.6668 aux_loss:0.0028 train_time:12750546ms step_avg:722.04ms
step:17670/40500 train_loss:1.6447 aux_loss:0.0030 train_time:12751264ms step_avg:722.04ms
step:17671/40500 train_loss:1.6019 aux_loss:0.0029 train_time:12751983ms step_avg:722.04ms
step:17672/40500 train_loss:1.6333 aux_loss:0.0033 train_time:12752703ms step_avg:722.04ms
step:17673/40500 train_loss:1.6486 aux_loss:0.0029 train_time:12753422ms step_avg:722.04ms
step:17674/40500 train_loss:1.6352 aux_loss:0.0027 train_time:12754141ms step_avg:722.04ms
step:17675/40500 train_loss:1.6087 aux_loss:0.0029 train_time:12754860ms step_avg:722.04ms
step:17676/40500 train_loss:1.6283 aux_loss:0.0026 train_time:12755580ms step_avg:722.04ms
step:17677/40500 train_loss:1.5769 aux_loss:0.0027 train_time:12756299ms step_avg:722.04ms
step:17678/40500 train_loss:1.6569 aux_loss:0.0029 train_time:12757020ms step_avg:722.04ms
step:17679/40500 train_loss:1.6121 aux_loss:0.0027 train_time:12757739ms step_avg:722.04ms
step:17680/40500 train_loss:1.6158 aux_loss:0.0030 train_time:12758459ms step_avg:722.04ms
step:17681/40500 train_loss:1.6315 aux_loss:0.0028 train_time:12759177ms step_avg:722.04ms
step:17682/40500 train_loss:1.6282 aux_loss:0.0028 train_time:12759897ms step_avg:722.04ms
step:17683/40500 train_loss:1.6183 aux_loss:0.0031 train_time:12760617ms step_avg:722.04ms
step:17684/40500 train_loss:1.6145 aux_loss:0.0032 train_time:12761337ms step_avg:722.04ms
step:17685/40500 train_loss:1.6100 aux_loss:0.0029 train_time:12762056ms step_avg:722.04ms
step:17686/40500 train_loss:1.6393 aux_loss:0.0030 train_time:12762776ms step_avg:722.04ms
step:17687/40500 train_loss:1.5659 aux_loss:0.0028 train_time:12763497ms step_avg:722.04ms
step:17688/40500 train_loss:1.6231 aux_loss:0.0026 train_time:12764215ms step_avg:722.04ms
step:17689/40500 train_loss:1.6270 aux_loss:0.0025 train_time:12764934ms step_avg:722.04ms
step:17690/40500 train_loss:1.6129 aux_loss:0.0025 train_time:12765654ms step_avg:722.04ms
step:17691/40500 train_loss:1.6890 aux_loss:0.0029 train_time:12766374ms step_avg:722.04ms
step:17692/40500 train_loss:1.6518 aux_loss:0.0029 train_time:12767092ms step_avg:722.04ms
step:17693/40500 train_loss:1.6286 aux_loss:0.0027 train_time:12767812ms step_avg:722.04ms
step:17694/40500 train_loss:1.6922 aux_loss:0.0028 train_time:12768532ms step_avg:722.04ms
step:17695/40500 train_loss:1.6665 aux_loss:0.0027 train_time:12769251ms step_avg:722.04ms
step:17696/40500 train_loss:1.6124 aux_loss:0.0027 train_time:12769970ms step_avg:722.04ms
step:17697/40500 train_loss:1.6208 aux_loss:0.0031 train_time:12770690ms step_avg:722.04ms
step:17698/40500 train_loss:1.6121 aux_loss:0.0029 train_time:12771408ms step_avg:722.04ms
step:17699/40500 train_loss:1.6319 aux_loss:0.0040 train_time:12772128ms step_avg:722.04ms
step:17700/40500 train_loss:1.5940 aux_loss:0.0030 train_time:12772848ms step_avg:722.04ms
step:17701/40500 train_loss:1.6167 aux_loss:0.0030 train_time:12773565ms step_avg:722.04ms
step:17702/40500 train_loss:1.6114 aux_loss:0.0030 train_time:12774287ms step_avg:722.04ms
step:17703/40500 train_loss:1.5763 aux_loss:0.0029 train_time:12775004ms step_avg:722.04ms
step:17704/40500 train_loss:1.6638 aux_loss:0.0028 train_time:12775722ms step_avg:722.04ms
step:17705/40500 train_loss:1.5840 aux_loss:0.0027 train_time:12776441ms step_avg:722.04ms
step:17706/40500 train_loss:1.5919 aux_loss:0.0028 train_time:12777159ms step_avg:722.04ms
step:17707/40500 train_loss:1.6941 aux_loss:0.0027 train_time:12777877ms step_avg:722.04ms
step:17708/40500 train_loss:1.5854 aux_loss:0.0031 train_time:12778595ms step_avg:722.04ms
step:17709/40500 train_loss:1.6172 aux_loss:0.0027 train_time:12779315ms step_avg:722.04ms
step:17710/40500 train_loss:1.5947 aux_loss:0.0026 train_time:12780037ms step_avg:722.04ms
step:17711/40500 train_loss:1.5909 aux_loss:0.0027 train_time:12780753ms step_avg:722.04ms
step:17712/40500 train_loss:1.6627 aux_loss:0.0028 train_time:12781473ms step_avg:722.04ms
step:17713/40500 train_loss:1.6153 aux_loss:0.0029 train_time:12782193ms step_avg:722.04ms
step:17714/40500 train_loss:1.6005 aux_loss:0.0029 train_time:12782912ms step_avg:722.04ms
step:17715/40500 train_loss:1.6039 aux_loss:0.0029 train_time:12783631ms step_avg:722.04ms
step:17716/40500 train_loss:1.5530 aux_loss:0.0028 train_time:12784352ms step_avg:722.03ms
step:17717/40500 train_loss:1.5818 aux_loss:0.0030 train_time:12785070ms step_avg:722.03ms
step:17718/40500 train_loss:1.6565 aux_loss:0.0027 train_time:12785792ms step_avg:722.03ms
step:17719/40500 train_loss:1.6465 aux_loss:0.0027 train_time:12786514ms step_avg:722.03ms
step:17720/40500 train_loss:1.6505 aux_loss:0.0027 train_time:12787230ms step_avg:722.03ms
step:17721/40500 train_loss:1.5812 aux_loss:0.0030 train_time:12787952ms step_avg:722.03ms
step:17722/40500 train_loss:1.6236 aux_loss:0.0027 train_time:12788672ms step_avg:722.03ms
step:17723/40500 train_loss:1.6275 aux_loss:0.0028 train_time:12789391ms step_avg:722.03ms
step:17724/40500 train_loss:1.5800 aux_loss:0.0030 train_time:12790108ms step_avg:722.03ms
step:17725/40500 train_loss:1.6611 aux_loss:0.0033 train_time:12790828ms step_avg:722.03ms
step:17726/40500 train_loss:1.6874 aux_loss:0.0030 train_time:12791548ms step_avg:722.03ms
step:17727/40500 train_loss:1.6405 aux_loss:0.0030 train_time:12792268ms step_avg:722.03ms
step:17728/40500 train_loss:1.5729 aux_loss:0.0028 train_time:12792988ms step_avg:722.03ms
step:17729/40500 train_loss:1.6051 aux_loss:0.0028 train_time:12793708ms step_avg:722.03ms
step:17730/40500 train_loss:1.6050 aux_loss:0.0031 train_time:12794429ms step_avg:722.03ms
step:17731/40500 train_loss:1.6720 aux_loss:0.0029 train_time:12795148ms step_avg:722.03ms
step:17732/40500 train_loss:1.6524 aux_loss:0.0028 train_time:12795869ms step_avg:722.03ms
step:17733/40500 train_loss:1.5901 aux_loss:0.0029 train_time:12796589ms step_avg:722.03ms
step:17734/40500 train_loss:1.6501 aux_loss:0.0029 train_time:12797309ms step_avg:722.03ms
step:17735/40500 train_loss:1.6454 aux_loss:0.0029 train_time:12798028ms step_avg:722.03ms
step:17736/40500 train_loss:1.6555 aux_loss:0.0028 train_time:12798749ms step_avg:722.03ms
step:17737/40500 train_loss:1.6624 aux_loss:0.0029 train_time:12799468ms step_avg:722.03ms
step:17738/40500 train_loss:1.6285 aux_loss:0.0030 train_time:12800187ms step_avg:722.03ms
step:17739/40500 train_loss:1.6298 aux_loss:0.0029 train_time:12800906ms step_avg:722.03ms
step:17740/40500 train_loss:1.6164 aux_loss:0.0028 train_time:12801626ms step_avg:722.03ms
step:17741/40500 train_loss:1.6290 aux_loss:0.0029 train_time:12802347ms step_avg:722.03ms
step:17742/40500 train_loss:1.5567 aux_loss:0.0030 train_time:12803067ms step_avg:722.03ms
step:17743/40500 train_loss:1.6527 aux_loss:0.0033 train_time:12803787ms step_avg:722.03ms
step:17744/40500 train_loss:1.6099 aux_loss:0.0027 train_time:12804507ms step_avg:722.03ms
step:17745/40500 train_loss:1.6261 aux_loss:0.0029 train_time:12805225ms step_avg:722.03ms
step:17746/40500 train_loss:1.6132 aux_loss:0.0027 train_time:12805945ms step_avg:722.03ms
step:17747/40500 train_loss:1.5725 aux_loss:0.0028 train_time:12806664ms step_avg:722.03ms
step:17748/40500 train_loss:1.6255 aux_loss:0.0027 train_time:12807384ms step_avg:722.03ms
step:17749/40500 train_loss:1.6258 aux_loss:0.0029 train_time:12808103ms step_avg:722.03ms
step:17750/40500 train_loss:1.6112 aux_loss:0.0028 train_time:12808822ms step_avg:722.03ms
step:17751/40500 train_loss:1.6370 aux_loss:0.0029 train_time:12809544ms step_avg:722.03ms
step:17752/40500 train_loss:1.6673 aux_loss:0.0030 train_time:12810263ms step_avg:722.03ms
step:17753/40500 train_loss:1.7102 aux_loss:0.0030 train_time:12810983ms step_avg:722.03ms
step:17754/40500 train_loss:1.6273 aux_loss:0.0031 train_time:12811703ms step_avg:722.03ms
step:17755/40500 train_loss:1.5971 aux_loss:0.0028 train_time:12812425ms step_avg:722.03ms
step:17756/40500 train_loss:1.5897 aux_loss:0.0027 train_time:12813142ms step_avg:722.03ms
step:17757/40500 train_loss:1.6678 aux_loss:0.0028 train_time:12813863ms step_avg:722.03ms
step:17758/40500 train_loss:1.7064 aux_loss:0.0032 train_time:12814585ms step_avg:722.03ms
step:17759/40500 train_loss:1.6327 aux_loss:0.0029 train_time:12815303ms step_avg:722.03ms
step:17760/40500 train_loss:1.6001 aux_loss:0.0029 train_time:12816022ms step_avg:722.03ms
step:17761/40500 train_loss:1.5845 aux_loss:0.0029 train_time:12816741ms step_avg:722.03ms
step:17762/40500 train_loss:1.6018 aux_loss:0.0028 train_time:12817460ms step_avg:722.03ms
step:17763/40500 train_loss:1.6485 aux_loss:0.0030 train_time:12818178ms step_avg:722.03ms
step:17764/40500 train_loss:1.5991 aux_loss:0.0031 train_time:12818897ms step_avg:722.03ms
step:17765/40500 train_loss:1.6636 aux_loss:0.0030 train_time:12819619ms step_avg:722.03ms
step:17766/40500 train_loss:1.6183 aux_loss:0.0030 train_time:12820338ms step_avg:722.03ms
step:17767/40500 train_loss:1.5948 aux_loss:0.0027 train_time:12821059ms step_avg:722.03ms
step:17768/40500 train_loss:1.6274 aux_loss:0.0028 train_time:12821778ms step_avg:722.03ms
step:17769/40500 train_loss:1.6767 aux_loss:0.0031 train_time:12822497ms step_avg:722.03ms
step:17770/40500 train_loss:1.6275 aux_loss:0.0031 train_time:12823216ms step_avg:722.03ms
step:17771/40500 train_loss:1.6028 aux_loss:0.0029 train_time:12823935ms step_avg:722.03ms
step:17772/40500 train_loss:1.6377 aux_loss:0.0029 train_time:12824651ms step_avg:722.03ms
step:17773/40500 train_loss:1.6939 aux_loss:0.0033 train_time:12825369ms step_avg:722.03ms
step:17774/40500 train_loss:1.6229 aux_loss:0.0030 train_time:12826088ms step_avg:722.03ms
step:17775/40500 train_loss:1.5754 aux_loss:0.0027 train_time:12826808ms step_avg:722.03ms
step:17776/40500 train_loss:1.6048 aux_loss:0.0027 train_time:12827525ms step_avg:722.03ms
step:17777/40500 train_loss:1.6398 aux_loss:0.0030 train_time:12828244ms step_avg:722.03ms
step:17778/40500 train_loss:1.5930 aux_loss:0.0029 train_time:12828962ms step_avg:722.03ms
step:17779/40500 train_loss:1.5937 aux_loss:0.0029 train_time:12829681ms step_avg:722.03ms
step:17780/40500 train_loss:1.6066 aux_loss:0.0028 train_time:12830400ms step_avg:722.03ms
step:17781/40500 train_loss:1.7147 aux_loss:0.0029 train_time:12831119ms step_avg:722.03ms
step:17782/40500 train_loss:1.5703 aux_loss:0.0028 train_time:12831839ms step_avg:722.03ms
step:17783/40500 train_loss:1.6216 aux_loss:0.0027 train_time:12832558ms step_avg:722.03ms
step:17784/40500 train_loss:1.5906 aux_loss:0.0027 train_time:12833277ms step_avg:722.03ms
step:17785/40500 train_loss:1.5926 aux_loss:0.0030 train_time:12833998ms step_avg:722.03ms
step:17786/40500 train_loss:1.6596 aux_loss:0.0027 train_time:12834718ms step_avg:722.03ms
step:17787/40500 train_loss:1.6366 aux_loss:0.0028 train_time:12835438ms step_avg:722.02ms
step:17788/40500 train_loss:1.6122 aux_loss:0.0027 train_time:12836155ms step_avg:722.02ms
step:17789/40500 train_loss:1.6066 aux_loss:0.0027 train_time:12836877ms step_avg:722.02ms
step:17790/40500 train_loss:1.6693 aux_loss:0.0028 train_time:12837598ms step_avg:722.02ms
step:17791/40500 train_loss:1.5877 aux_loss:0.0031 train_time:12838313ms step_avg:722.02ms
step:17792/40500 train_loss:1.5905 aux_loss:0.0028 train_time:12839034ms step_avg:722.02ms
step:17793/40500 train_loss:1.5691 aux_loss:0.0030 train_time:12839752ms step_avg:722.02ms
step:17794/40500 train_loss:1.6931 aux_loss:0.0030 train_time:12840470ms step_avg:722.02ms
step:17795/40500 train_loss:1.5991 aux_loss:0.0029 train_time:12841189ms step_avg:722.02ms
step:17796/40500 train_loss:1.5448 aux_loss:0.0028 train_time:12841907ms step_avg:722.02ms
step:17797/40500 train_loss:1.5862 aux_loss:0.0026 train_time:12842624ms step_avg:722.02ms
step:17798/40500 train_loss:1.6725 aux_loss:0.0027 train_time:12843341ms step_avg:722.02ms
step:17799/40500 train_loss:1.6158 aux_loss:0.0029 train_time:12844059ms step_avg:722.02ms
step:17800/40500 train_loss:1.6270 aux_loss:0.0027 train_time:12844778ms step_avg:722.02ms
step:17801/40500 train_loss:1.6111 aux_loss:0.0028 train_time:12845496ms step_avg:722.02ms
step:17802/40500 train_loss:1.6141 aux_loss:0.0029 train_time:12846215ms step_avg:722.02ms
step:17803/40500 train_loss:1.5926 aux_loss:0.0029 train_time:12846933ms step_avg:722.02ms
step:17804/40500 train_loss:1.6361 aux_loss:0.0031 train_time:12847651ms step_avg:722.02ms
step:17805/40500 train_loss:1.6451 aux_loss:0.0028 train_time:12848369ms step_avg:722.02ms
step:17806/40500 train_loss:1.5820 aux_loss:0.0028 train_time:12849089ms step_avg:722.02ms
step:17807/40500 train_loss:1.6174 aux_loss:0.0028 train_time:12849807ms step_avg:722.02ms
step:17808/40500 train_loss:1.5951 aux_loss:0.0029 train_time:12850525ms step_avg:722.02ms
step:17809/40500 train_loss:1.6110 aux_loss:0.0031 train_time:12851244ms step_avg:722.02ms
step:17810/40500 train_loss:1.6452 aux_loss:0.0029 train_time:12851965ms step_avg:722.02ms
step:17811/40500 train_loss:1.6789 aux_loss:0.0027 train_time:12852682ms step_avg:722.02ms
step:17812/40500 train_loss:1.6304 aux_loss:0.0030 train_time:12853400ms step_avg:722.02ms
step:17813/40500 train_loss:1.6293 aux_loss:0.0026 train_time:12854118ms step_avg:722.02ms
step:17814/40500 train_loss:1.5031 aux_loss:0.0028 train_time:12854836ms step_avg:722.02ms
step:17815/40500 train_loss:1.6369 aux_loss:0.0029 train_time:12855555ms step_avg:722.02ms
step:17816/40500 train_loss:1.6620 aux_loss:0.0028 train_time:12856275ms step_avg:722.02ms
step:17817/40500 train_loss:1.5659 aux_loss:0.0028 train_time:12856994ms step_avg:722.02ms
step:17818/40500 train_loss:1.6342 aux_loss:0.0030 train_time:12857713ms step_avg:722.02ms
step:17819/40500 train_loss:1.5834 aux_loss:0.0029 train_time:12858432ms step_avg:722.02ms
step:17820/40500 train_loss:1.6093 aux_loss:0.0027 train_time:12859151ms step_avg:722.02ms
step:17821/40500 train_loss:1.5918 aux_loss:0.0028 train_time:12859871ms step_avg:722.02ms
step:17822/40500 train_loss:1.5827 aux_loss:0.0027 train_time:12860592ms step_avg:722.02ms
step:17823/40500 train_loss:1.6779 aux_loss:0.0028 train_time:12861311ms step_avg:722.02ms
step:17824/40500 train_loss:1.6295 aux_loss:0.0028 train_time:12862030ms step_avg:722.02ms
step:17825/40500 train_loss:1.6345 aux_loss:0.0026 train_time:12862750ms step_avg:722.02ms
step:17826/40500 train_loss:1.6017 aux_loss:0.0028 train_time:12863469ms step_avg:722.02ms
step:17827/40500 train_loss:1.6363 aux_loss:0.0032 train_time:12864188ms step_avg:722.02ms
step:17828/40500 train_loss:1.6211 aux_loss:0.0029 train_time:12864909ms step_avg:722.02ms
step:17829/40500 train_loss:1.5830 aux_loss:0.0035 train_time:12865629ms step_avg:722.02ms
step:17830/40500 train_loss:1.6062 aux_loss:0.0028 train_time:12866348ms step_avg:722.02ms
step:17831/40500 train_loss:1.6694 aux_loss:0.0030 train_time:12867068ms step_avg:722.02ms
step:17832/40500 train_loss:1.6232 aux_loss:0.0028 train_time:12867789ms step_avg:722.02ms
step:17833/40500 train_loss:1.6709 aux_loss:0.0027 train_time:12868508ms step_avg:722.02ms
step:17834/40500 train_loss:1.5743 aux_loss:0.0027 train_time:12869227ms step_avg:722.02ms
step:17835/40500 train_loss:1.6324 aux_loss:0.0028 train_time:12869948ms step_avg:722.02ms
step:17836/40500 train_loss:1.6780 aux_loss:0.0029 train_time:12870668ms step_avg:722.02ms
step:17837/40500 train_loss:1.5927 aux_loss:0.0027 train_time:12871388ms step_avg:722.02ms
step:17838/40500 train_loss:1.6456 aux_loss:0.0027 train_time:12872108ms step_avg:722.02ms
step:17839/40500 train_loss:1.5761 aux_loss:0.0028 train_time:12872827ms step_avg:722.02ms
step:17840/40500 train_loss:1.6424 aux_loss:0.0030 train_time:12873547ms step_avg:722.02ms
step:17841/40500 train_loss:1.6062 aux_loss:0.0029 train_time:12874266ms step_avg:722.02ms
step:17842/40500 train_loss:1.5784 aux_loss:0.0031 train_time:12874986ms step_avg:722.02ms
step:17843/40500 train_loss:1.5587 aux_loss:0.0028 train_time:12875707ms step_avg:722.02ms
step:17844/40500 train_loss:1.6394 aux_loss:0.0029 train_time:12876425ms step_avg:722.02ms
step:17845/40500 train_loss:1.6602 aux_loss:0.0027 train_time:12877145ms step_avg:722.02ms
step:17846/40500 train_loss:1.6571 aux_loss:0.0028 train_time:12877865ms step_avg:722.02ms
step:17847/40500 train_loss:1.6924 aux_loss:0.0029 train_time:12878585ms step_avg:722.02ms
step:17848/40500 train_loss:1.6049 aux_loss:0.0026 train_time:12879303ms step_avg:722.01ms
step:17849/40500 train_loss:1.6063 aux_loss:0.0027 train_time:12880025ms step_avg:722.01ms
step:17850/40500 train_loss:1.6390 aux_loss:0.0027 train_time:12880743ms step_avg:722.01ms
step:17851/40500 train_loss:1.6323 aux_loss:0.0027 train_time:12881461ms step_avg:722.01ms
step:17852/40500 train_loss:1.5564 aux_loss:0.0027 train_time:12882183ms step_avg:722.01ms
step:17853/40500 train_loss:1.6010 aux_loss:0.0027 train_time:12882903ms step_avg:722.01ms
step:17854/40500 train_loss:1.5706 aux_loss:0.0027 train_time:12883624ms step_avg:722.01ms
step:17855/40500 train_loss:1.6218 aux_loss:0.0027 train_time:12884345ms step_avg:722.01ms
step:17856/40500 train_loss:1.6381 aux_loss:0.0029 train_time:12885065ms step_avg:722.01ms
step:17857/40500 train_loss:1.6134 aux_loss:0.0029 train_time:12885782ms step_avg:722.01ms
step:17858/40500 train_loss:1.6245 aux_loss:0.0030 train_time:12886502ms step_avg:722.01ms
step:17859/40500 train_loss:1.5914 aux_loss:0.0029 train_time:12887223ms step_avg:722.01ms
step:17860/40500 train_loss:1.6860 aux_loss:0.0037 train_time:12887943ms step_avg:722.01ms
step:17861/40500 train_loss:1.6153 aux_loss:0.0027 train_time:12888664ms step_avg:722.01ms
step:17862/40500 train_loss:1.5891 aux_loss:0.0026 train_time:12889386ms step_avg:722.01ms
step:17863/40500 train_loss:1.6388 aux_loss:0.0028 train_time:12890104ms step_avg:722.01ms
step:17864/40500 train_loss:1.6042 aux_loss:0.0028 train_time:12890826ms step_avg:722.01ms
step:17865/40500 train_loss:1.5711 aux_loss:0.0026 train_time:12891543ms step_avg:722.01ms
step:17866/40500 train_loss:1.6493 aux_loss:0.0027 train_time:12892263ms step_avg:722.01ms
step:17867/40500 train_loss:1.5941 aux_loss:0.0028 train_time:12892981ms step_avg:722.01ms
step:17868/40500 train_loss:1.5716 aux_loss:0.0029 train_time:12893700ms step_avg:722.01ms
step:17869/40500 train_loss:1.6214 aux_loss:0.0028 train_time:12894420ms step_avg:722.01ms
step:17870/40500 train_loss:1.5942 aux_loss:0.0028 train_time:12895141ms step_avg:722.01ms
step:17871/40500 train_loss:1.6720 aux_loss:0.0030 train_time:12895861ms step_avg:722.01ms
step:17872/40500 train_loss:1.6516 aux_loss:0.0029 train_time:12896580ms step_avg:722.01ms
step:17873/40500 train_loss:1.6212 aux_loss:0.0031 train_time:12897300ms step_avg:722.01ms
step:17874/40500 train_loss:1.5965 aux_loss:0.0029 train_time:12898021ms step_avg:722.01ms
step:17875/40500 train_loss:1.5234 aux_loss:0.0030 train_time:12898738ms step_avg:722.01ms
step:17876/40500 train_loss:1.6180 aux_loss:0.0029 train_time:12899458ms step_avg:722.01ms
step:17877/40500 train_loss:1.5905 aux_loss:0.0028 train_time:12900178ms step_avg:722.01ms
step:17878/40500 train_loss:1.6334 aux_loss:0.0028 train_time:12900899ms step_avg:722.01ms
step:17879/40500 train_loss:1.5690 aux_loss:0.0027 train_time:12901618ms step_avg:722.01ms
step:17880/40500 train_loss:1.6720 aux_loss:0.0026 train_time:12902339ms step_avg:722.01ms
step:17881/40500 train_loss:1.6014 aux_loss:0.0026 train_time:12903061ms step_avg:722.01ms
step:17882/40500 train_loss:1.6068 aux_loss:0.0026 train_time:12903778ms step_avg:722.01ms
step:17883/40500 train_loss:1.6001 aux_loss:0.0027 train_time:12904498ms step_avg:722.01ms
step:17884/40500 train_loss:1.6486 aux_loss:0.0028 train_time:12905216ms step_avg:722.01ms
step:17885/40500 train_loss:1.6476 aux_loss:0.0029 train_time:12905935ms step_avg:722.01ms
step:17886/40500 train_loss:1.6024 aux_loss:0.0034 train_time:12906654ms step_avg:722.01ms
step:17887/40500 train_loss:1.6013 aux_loss:0.0028 train_time:12907371ms step_avg:722.01ms
step:17888/40500 train_loss:1.5820 aux_loss:0.0028 train_time:12908089ms step_avg:722.01ms
step:17889/40500 train_loss:1.6731 aux_loss:0.0029 train_time:12908808ms step_avg:722.01ms
step:17890/40500 train_loss:1.5889 aux_loss:0.0029 train_time:12909528ms step_avg:722.01ms
step:17891/40500 train_loss:1.6476 aux_loss:0.0027 train_time:12910248ms step_avg:722.01ms
step:17892/40500 train_loss:1.6685 aux_loss:0.0027 train_time:12910968ms step_avg:722.01ms
step:17893/40500 train_loss:1.5586 aux_loss:0.0027 train_time:12911684ms step_avg:722.01ms
step:17894/40500 train_loss:1.6063 aux_loss:0.0028 train_time:12912403ms step_avg:722.01ms
step:17895/40500 train_loss:1.5970 aux_loss:0.0028 train_time:12913122ms step_avg:722.01ms
step:17896/40500 train_loss:1.6626 aux_loss:0.0030 train_time:12913838ms step_avg:722.01ms
step:17897/40500 train_loss:1.5679 aux_loss:0.0027 train_time:12914557ms step_avg:722.01ms
step:17898/40500 train_loss:1.6375 aux_loss:0.0032 train_time:12915276ms step_avg:722.01ms
step:17899/40500 train_loss:1.6111 aux_loss:0.0030 train_time:12915995ms step_avg:722.01ms
step:17900/40500 train_loss:1.5750 aux_loss:0.0028 train_time:12916716ms step_avg:722.01ms
step:17901/40500 train_loss:1.5412 aux_loss:0.0028 train_time:12917434ms step_avg:722.01ms
step:17902/40500 train_loss:1.5837 aux_loss:0.0038 train_time:12918154ms step_avg:722.01ms
step:17903/40500 train_loss:1.5853 aux_loss:0.0029 train_time:12918871ms step_avg:722.01ms
step:17904/40500 train_loss:1.5549 aux_loss:0.0030 train_time:12919592ms step_avg:722.01ms
step:17905/40500 train_loss:1.5789 aux_loss:0.0028 train_time:12920312ms step_avg:722.01ms
step:17906/40500 train_loss:1.5971 aux_loss:0.0028 train_time:12921031ms step_avg:722.01ms
step:17907/40500 train_loss:1.5833 aux_loss:0.0031 train_time:12921752ms step_avg:722.01ms
step:17908/40500 train_loss:1.6942 aux_loss:0.0029 train_time:12922471ms step_avg:722.01ms
step:17909/40500 train_loss:1.6069 aux_loss:0.0031 train_time:12923191ms step_avg:722.01ms
step:17910/40500 train_loss:1.5969 aux_loss:0.0029 train_time:12923909ms step_avg:722.01ms
step:17911/40500 train_loss:1.6439 aux_loss:0.0028 train_time:12924627ms step_avg:722.01ms
step:17912/40500 train_loss:1.6175 aux_loss:0.0028 train_time:12925348ms step_avg:722.01ms
step:17913/40500 train_loss:1.6021 aux_loss:0.0029 train_time:12926068ms step_avg:722.01ms
step:17914/40500 train_loss:1.6024 aux_loss:0.0029 train_time:12926787ms step_avg:722.01ms
step:17915/40500 train_loss:1.6796 aux_loss:0.0030 train_time:12927508ms step_avg:722.01ms
step:17916/40500 train_loss:1.6575 aux_loss:0.0029 train_time:12928231ms step_avg:722.01ms
step:17917/40500 train_loss:1.5889 aux_loss:0.0033 train_time:12928951ms step_avg:722.01ms
step:17918/40500 train_loss:1.6271 aux_loss:0.0028 train_time:12929671ms step_avg:722.01ms
step:17919/40500 train_loss:1.5715 aux_loss:0.0028 train_time:12930393ms step_avg:722.01ms
step:17920/40500 train_loss:1.6221 aux_loss:0.0028 train_time:12931111ms step_avg:722.01ms
step:17921/40500 train_loss:1.6588 aux_loss:0.0029 train_time:12931832ms step_avg:722.01ms
step:17922/40500 train_loss:1.5782 aux_loss:0.0030 train_time:12932551ms step_avg:722.00ms
step:17923/40500 train_loss:1.5961 aux_loss:0.0029 train_time:12933270ms step_avg:722.00ms
step:17924/40500 train_loss:1.6739 aux_loss:0.0029 train_time:12933989ms step_avg:722.00ms
step:17925/40500 train_loss:1.6928 aux_loss:0.0029 train_time:12934708ms step_avg:722.00ms
step:17926/40500 train_loss:1.5673 aux_loss:0.0029 train_time:12935427ms step_avg:722.00ms
step:17927/40500 train_loss:1.5882 aux_loss:0.0030 train_time:12936147ms step_avg:722.00ms
step:17928/40500 train_loss:1.6194 aux_loss:0.0029 train_time:12936866ms step_avg:722.00ms
step:17929/40500 train_loss:1.5529 aux_loss:0.0029 train_time:12937585ms step_avg:722.00ms
step:17930/40500 train_loss:1.6105 aux_loss:0.0028 train_time:12938306ms step_avg:722.00ms
step:17931/40500 train_loss:1.5600 aux_loss:0.0028 train_time:12939026ms step_avg:722.00ms
step:17932/40500 train_loss:1.6136 aux_loss:0.0028 train_time:12939744ms step_avg:722.00ms
step:17933/40500 train_loss:1.6370 aux_loss:0.0028 train_time:12940464ms step_avg:722.00ms
step:17934/40500 train_loss:1.6534 aux_loss:0.0029 train_time:12941183ms step_avg:722.00ms
step:17935/40500 train_loss:1.5994 aux_loss:0.0027 train_time:12941902ms step_avg:722.00ms
step:17936/40500 train_loss:1.5933 aux_loss:0.0028 train_time:12942621ms step_avg:722.00ms
step:17937/40500 train_loss:1.6360 aux_loss:0.0027 train_time:12943342ms step_avg:722.00ms
step:17938/40500 train_loss:1.6182 aux_loss:0.0028 train_time:12944061ms step_avg:722.00ms
step:17939/40500 train_loss:1.6305 aux_loss:0.0026 train_time:12944782ms step_avg:722.00ms
step:17940/40500 train_loss:1.6318 aux_loss:0.0027 train_time:12945501ms step_avg:722.00ms
step:17941/40500 train_loss:1.6687 aux_loss:0.0028 train_time:12946221ms step_avg:722.00ms
step:17942/40500 train_loss:1.5946 aux_loss:0.0029 train_time:12946941ms step_avg:722.00ms
step:17943/40500 train_loss:1.5757 aux_loss:0.0033 train_time:12947660ms step_avg:722.00ms
step:17944/40500 train_loss:1.6087 aux_loss:0.0031 train_time:12948379ms step_avg:722.00ms
step:17945/40500 train_loss:1.6195 aux_loss:0.0029 train_time:12949100ms step_avg:722.00ms
step:17946/40500 train_loss:1.5816 aux_loss:0.0028 train_time:12949821ms step_avg:722.00ms
step:17947/40500 train_loss:1.6210 aux_loss:0.0027 train_time:12950541ms step_avg:722.00ms
step:17948/40500 train_loss:1.5939 aux_loss:0.0029 train_time:12951262ms step_avg:722.00ms
step:17949/40500 train_loss:1.6214 aux_loss:0.0029 train_time:12951982ms step_avg:722.00ms
step:17950/40500 train_loss:1.5888 aux_loss:0.0029 train_time:12952701ms step_avg:722.00ms
step:17951/40500 train_loss:1.6357 aux_loss:0.0030 train_time:12953421ms step_avg:722.00ms
step:17952/40500 train_loss:1.6145 aux_loss:0.0027 train_time:12954140ms step_avg:722.00ms
step:17953/40500 train_loss:1.5751 aux_loss:0.0028 train_time:12954860ms step_avg:722.00ms
step:17954/40500 train_loss:1.6062 aux_loss:0.0027 train_time:12955581ms step_avg:722.00ms
step:17955/40500 train_loss:1.5986 aux_loss:0.0029 train_time:12956299ms step_avg:722.00ms
step:17956/40500 train_loss:1.6337 aux_loss:0.0029 train_time:12957019ms step_avg:722.00ms
step:17957/40500 train_loss:1.5668 aux_loss:0.0028 train_time:12957741ms step_avg:722.00ms
step:17958/40500 train_loss:1.6071 aux_loss:0.0029 train_time:12958460ms step_avg:722.00ms
step:17959/40500 train_loss:1.6201 aux_loss:0.0029 train_time:12959183ms step_avg:722.00ms
step:17960/40500 train_loss:1.6659 aux_loss:0.0028 train_time:12959903ms step_avg:722.00ms
step:17961/40500 train_loss:1.6719 aux_loss:0.0029 train_time:12960621ms step_avg:722.00ms
step:17962/40500 train_loss:1.6149 aux_loss:0.0027 train_time:12961342ms step_avg:722.00ms
step:17963/40500 train_loss:1.6696 aux_loss:0.0028 train_time:12962062ms step_avg:722.00ms
step:17964/40500 train_loss:1.6108 aux_loss:0.0028 train_time:12962780ms step_avg:722.00ms
step:17965/40500 train_loss:1.6017 aux_loss:0.0041 train_time:12963502ms step_avg:722.00ms
step:17966/40500 train_loss:1.6145 aux_loss:0.0028 train_time:12964224ms step_avg:722.00ms
step:17967/40500 train_loss:1.6232 aux_loss:0.0027 train_time:12964942ms step_avg:722.00ms
step:17968/40500 train_loss:1.5951 aux_loss:0.0027 train_time:12965660ms step_avg:722.00ms
step:17969/40500 train_loss:1.6227 aux_loss:0.0028 train_time:12966381ms step_avg:722.00ms
step:17970/40500 train_loss:1.5817 aux_loss:0.0028 train_time:12967100ms step_avg:722.00ms
step:17971/40500 train_loss:1.5786 aux_loss:0.0029 train_time:12967818ms step_avg:722.00ms
step:17972/40500 train_loss:1.5706 aux_loss:0.0028 train_time:12968540ms step_avg:722.00ms
step:17973/40500 train_loss:1.5225 aux_loss:0.0028 train_time:12969260ms step_avg:722.00ms
step:17974/40500 train_loss:1.5125 aux_loss:0.0028 train_time:12969979ms step_avg:722.00ms
step:17975/40500 train_loss:1.6169 aux_loss:0.0030 train_time:12970699ms step_avg:722.00ms
step:17976/40500 train_loss:1.6602 aux_loss:0.0027 train_time:12971419ms step_avg:722.00ms
step:17977/40500 train_loss:1.5922 aux_loss:0.0027 train_time:12972138ms step_avg:722.00ms
step:17978/40500 train_loss:1.6353 aux_loss:0.0028 train_time:12972859ms step_avg:722.00ms
step:17979/40500 train_loss:1.6024 aux_loss:0.0028 train_time:12973579ms step_avg:722.00ms
step:17980/40500 train_loss:1.6189 aux_loss:0.0028 train_time:12974297ms step_avg:722.00ms
step:17981/40500 train_loss:1.5808 aux_loss:0.0026 train_time:12975015ms step_avg:722.00ms
step:17982/40500 train_loss:1.5793 aux_loss:0.0027 train_time:12975735ms step_avg:722.00ms
step:17983/40500 train_loss:1.6071 aux_loss:0.0027 train_time:12976455ms step_avg:722.00ms
step:17984/40500 train_loss:1.5445 aux_loss:0.0029 train_time:12977174ms step_avg:722.00ms
step:17985/40500 train_loss:1.5992 aux_loss:0.0029 train_time:12977894ms step_avg:722.00ms
step:17986/40500 train_loss:1.6238 aux_loss:0.0028 train_time:12978615ms step_avg:722.00ms
step:17987/40500 train_loss:1.6303 aux_loss:0.0031 train_time:12979334ms step_avg:722.00ms
step:17988/40500 train_loss:1.5905 aux_loss:0.0029 train_time:12980055ms step_avg:722.00ms
step:17989/40500 train_loss:1.5752 aux_loss:0.0026 train_time:12980775ms step_avg:722.00ms
step:17990/40500 train_loss:1.6021 aux_loss:0.0028 train_time:12981497ms step_avg:722.00ms
step:17991/40500 train_loss:1.5970 aux_loss:0.0027 train_time:12982218ms step_avg:722.00ms
step:17992/40500 train_loss:1.5941 aux_loss:0.0031 train_time:12982937ms step_avg:722.00ms
step:17993/40500 train_loss:1.5843 aux_loss:0.0028 train_time:12983659ms step_avg:722.00ms
step:17994/40500 train_loss:1.6282 aux_loss:0.0030 train_time:12984377ms step_avg:722.00ms
step:17995/40500 train_loss:1.5910 aux_loss:0.0028 train_time:12985097ms step_avg:722.00ms
step:17996/40500 train_loss:1.6784 aux_loss:0.0030 train_time:12985816ms step_avg:722.00ms
step:17997/40500 train_loss:1.6173 aux_loss:0.0028 train_time:12986536ms step_avg:722.00ms
step:17998/40500 train_loss:1.6148 aux_loss:0.0031 train_time:12987256ms step_avg:722.00ms
step:17999/40500 train_loss:1.6572 aux_loss:0.0030 train_time:12987976ms step_avg:722.00ms
step:18000/40500 train_loss:1.6075 aux_loss:0.0029 train_time:12988696ms step_avg:722.00ms
step:18000/40500 val_loss:1.6211 val_aux_loss:0.0028 train_time:12988696ms step_avg:722.00ms
step:18001/40500 train_loss:1.6588 aux_loss:0.0028 train_time:12989418ms step_avg:722.00ms
step:18002/40500 train_loss:1.6533 aux_loss:0.0026 train_time:12990138ms step_avg:722.00ms
step:18003/40500 train_loss:1.6591 aux_loss:0.0027 train_time:12990854ms step_avg:721.99ms
step:18004/40500 train_loss:1.6531 aux_loss:0.0028 train_time:12991575ms step_avg:721.99ms
step:18005/40500 train_loss:1.5769 aux_loss:0.0029 train_time:12992294ms step_avg:721.99ms
step:18006/40500 train_loss:1.6135 aux_loss:0.0028 train_time:12993012ms step_avg:721.99ms
step:18007/40500 train_loss:1.6314 aux_loss:0.0028 train_time:12993732ms step_avg:721.99ms
step:18008/40500 train_loss:1.6879 aux_loss:0.0028 train_time:12994450ms step_avg:721.99ms
step:18009/40500 train_loss:1.6461 aux_loss:0.0031 train_time:12995169ms step_avg:721.99ms
step:18010/40500 train_loss:1.6231 aux_loss:0.0032 train_time:12995890ms step_avg:721.99ms
step:18011/40500 train_loss:1.6204 aux_loss:0.0029 train_time:12996608ms step_avg:721.99ms
step:18012/40500 train_loss:1.5778 aux_loss:0.0030 train_time:12997328ms step_avg:721.99ms
step:18013/40500 train_loss:1.7055 aux_loss:0.0031 train_time:12998045ms step_avg:721.99ms
step:18014/40500 train_loss:1.5471 aux_loss:0.0028 train_time:12998765ms step_avg:721.99ms
step:18015/40500 train_loss:1.5888 aux_loss:0.0027 train_time:12999484ms step_avg:721.99ms
step:18016/40500 train_loss:1.5794 aux_loss:0.0028 train_time:13000204ms step_avg:721.99ms
step:18017/40500 train_loss:1.6556 aux_loss:0.0027 train_time:13000923ms step_avg:721.99ms
step:18018/40500 train_loss:1.6087 aux_loss:0.0027 train_time:13001641ms step_avg:721.99ms
step:18019/40500 train_loss:1.6193 aux_loss:0.0026 train_time:13002365ms step_avg:721.99ms
step:18020/40500 train_loss:1.6290 aux_loss:0.0027 train_time:13003086ms step_avg:721.99ms
step:18021/40500 train_loss:1.6059 aux_loss:0.0028 train_time:13003804ms step_avg:721.99ms
step:18022/40500 train_loss:1.6175 aux_loss:0.0027 train_time:13004526ms step_avg:721.99ms
step:18023/40500 train_loss:1.6758 aux_loss:0.0027 train_time:13005246ms step_avg:721.99ms
step:18024/40500 train_loss:1.6377 aux_loss:0.0028 train_time:13005965ms step_avg:721.99ms
step:18025/40500 train_loss:1.6353 aux_loss:0.0028 train_time:13006684ms step_avg:721.99ms
step:18026/40500 train_loss:1.6363 aux_loss:0.0029 train_time:13007405ms step_avg:721.99ms
step:18027/40500 train_loss:1.6105 aux_loss:0.0030 train_time:13008123ms step_avg:721.99ms
step:18028/40500 train_loss:1.5863 aux_loss:0.0030 train_time:13008841ms step_avg:721.99ms
step:18029/40500 train_loss:1.6164 aux_loss:0.0027 train_time:13009564ms step_avg:721.99ms
step:18030/40500 train_loss:1.6483 aux_loss:0.0032 train_time:13010282ms step_avg:721.99ms
step:18031/40500 train_loss:1.6146 aux_loss:0.0031 train_time:13011002ms step_avg:721.99ms
step:18032/40500 train_loss:1.6833 aux_loss:0.0028 train_time:13011722ms step_avg:721.99ms
step:18033/40500 train_loss:1.6039 aux_loss:0.0027 train_time:13012442ms step_avg:721.99ms
step:18034/40500 train_loss:1.6609 aux_loss:0.0027 train_time:13013163ms step_avg:721.99ms
step:18035/40500 train_loss:1.6206 aux_loss:0.0028 train_time:13013882ms step_avg:721.99ms
step:18036/40500 train_loss:1.5633 aux_loss:0.0031 train_time:13014603ms step_avg:721.99ms
step:18037/40500 train_loss:1.6013 aux_loss:0.0029 train_time:13015321ms step_avg:721.99ms
step:18038/40500 train_loss:1.5572 aux_loss:0.0030 train_time:13016040ms step_avg:721.99ms
step:18039/40500 train_loss:1.6511 aux_loss:0.0029 train_time:13016760ms step_avg:721.99ms
step:18040/40500 train_loss:1.6497 aux_loss:0.0030 train_time:13017480ms step_avg:721.99ms
step:18041/40500 train_loss:1.6062 aux_loss:0.0030 train_time:13018200ms step_avg:721.99ms
step:18042/40500 train_loss:1.6284 aux_loss:0.0029 train_time:13018919ms step_avg:721.99ms
step:18043/40500 train_loss:1.6084 aux_loss:0.0028 train_time:13019637ms step_avg:721.99ms
step:18044/40500 train_loss:1.7145 aux_loss:0.0030 train_time:13020358ms step_avg:721.99ms
step:18045/40500 train_loss:1.6520 aux_loss:0.0028 train_time:13021076ms step_avg:721.99ms
step:18046/40500 train_loss:1.6452 aux_loss:0.0030 train_time:13021797ms step_avg:721.99ms
step:18047/40500 train_loss:1.6165 aux_loss:0.0028 train_time:13022518ms step_avg:721.99ms
step:18048/40500 train_loss:1.6030 aux_loss:0.0030 train_time:13023236ms step_avg:721.99ms
step:18049/40500 train_loss:1.6987 aux_loss:0.0028 train_time:13023956ms step_avg:721.99ms
step:18050/40500 train_loss:1.6189 aux_loss:0.0027 train_time:13024675ms step_avg:721.99ms
step:18051/40500 train_loss:1.5664 aux_loss:0.0027 train_time:13025395ms step_avg:721.99ms
step:18052/40500 train_loss:1.6092 aux_loss:0.0034 train_time:13026114ms step_avg:721.99ms
step:18053/40500 train_loss:1.5931 aux_loss:0.0027 train_time:13026834ms step_avg:721.99ms
step:18054/40500 train_loss:1.6144 aux_loss:0.0034 train_time:13027554ms step_avg:721.99ms
step:18055/40500 train_loss:1.5710 aux_loss:0.0026 train_time:13028273ms step_avg:721.99ms
step:18056/40500 train_loss:1.6223 aux_loss:0.0028 train_time:13028994ms step_avg:721.99ms
step:18057/40500 train_loss:1.6292 aux_loss:0.0028 train_time:13029714ms step_avg:721.99ms
step:18058/40500 train_loss:1.6388 aux_loss:0.0027 train_time:13030433ms step_avg:721.99ms
step:18059/40500 train_loss:1.6193 aux_loss:0.0028 train_time:13031154ms step_avg:721.99ms
step:18060/40500 train_loss:1.6717 aux_loss:0.0031 train_time:13031873ms step_avg:721.99ms
step:18061/40500 train_loss:1.5339 aux_loss:0.0030 train_time:13032592ms step_avg:721.99ms
step:18062/40500 train_loss:1.6436 aux_loss:0.0033 train_time:13033313ms step_avg:721.99ms
step:18063/40500 train_loss:1.5871 aux_loss:0.0027 train_time:13034032ms step_avg:721.99ms
step:18064/40500 train_loss:1.6347 aux_loss:0.0029 train_time:13034751ms step_avg:721.99ms
step:18065/40500 train_loss:1.5936 aux_loss:0.0029 train_time:13035472ms step_avg:721.99ms
step:18066/40500 train_loss:1.6830 aux_loss:0.0030 train_time:13036193ms step_avg:721.99ms
step:18067/40500 train_loss:1.6528 aux_loss:0.0028 train_time:13036912ms step_avg:721.99ms
step:18068/40500 train_loss:1.5759 aux_loss:0.0030 train_time:13037633ms step_avg:721.99ms
step:18069/40500 train_loss:1.6081 aux_loss:0.0027 train_time:13038353ms step_avg:721.99ms
step:18070/40500 train_loss:1.6179 aux_loss:0.0028 train_time:13039075ms step_avg:721.99ms
step:18071/40500 train_loss:1.6102 aux_loss:0.0028 train_time:13039795ms step_avg:721.99ms
step:18072/40500 train_loss:1.6451 aux_loss:0.0029 train_time:13040514ms step_avg:721.99ms
step:18073/40500 train_loss:1.5934 aux_loss:0.0028 train_time:13041233ms step_avg:721.99ms
step:18074/40500 train_loss:1.6228 aux_loss:0.0029 train_time:13041951ms step_avg:721.99ms
step:18075/40500 train_loss:1.6159 aux_loss:0.0028 train_time:13042671ms step_avg:721.99ms
step:18076/40500 train_loss:1.6331 aux_loss:0.0028 train_time:13043391ms step_avg:721.99ms
step:18077/40500 train_loss:1.5703 aux_loss:0.0027 train_time:13044112ms step_avg:721.99ms
step:18078/40500 train_loss:1.5945 aux_loss:0.0026 train_time:13044826ms step_avg:721.99ms
step:18079/40500 train_loss:1.6457 aux_loss:0.0027 train_time:13045542ms step_avg:721.98ms
step:18080/40500 train_loss:1.5876 aux_loss:0.0029 train_time:13046263ms step_avg:721.98ms
step:18081/40500 train_loss:1.5874 aux_loss:0.0029 train_time:13046981ms step_avg:721.98ms
step:18082/40500 train_loss:1.6115 aux_loss:0.0030 train_time:13047698ms step_avg:721.98ms
step:18083/40500 train_loss:1.6251 aux_loss:0.0031 train_time:13048418ms step_avg:721.98ms
step:18084/40500 train_loss:1.5632 aux_loss:0.0029 train_time:13049137ms step_avg:721.98ms
step:18085/40500 train_loss:1.5723 aux_loss:0.0030 train_time:13049854ms step_avg:721.98ms
step:18086/40500 train_loss:1.5734 aux_loss:0.0031 train_time:13050573ms step_avg:721.98ms
step:18087/40500 train_loss:1.6584 aux_loss:0.0028 train_time:13051293ms step_avg:721.98ms
step:18088/40500 train_loss:1.5998 aux_loss:0.0028 train_time:13052012ms step_avg:721.98ms
step:18089/40500 train_loss:1.5698 aux_loss:0.0027 train_time:13052732ms step_avg:721.98ms
step:18090/40500 train_loss:1.6063 aux_loss:0.0029 train_time:13053451ms step_avg:721.98ms
step:18091/40500 train_loss:1.5506 aux_loss:0.0028 train_time:13054168ms step_avg:721.98ms
step:18092/40500 train_loss:1.5961 aux_loss:0.0029 train_time:13054890ms step_avg:721.98ms
step:18093/40500 train_loss:1.5827 aux_loss:0.0033 train_time:13055609ms step_avg:721.98ms
step:18094/40500 train_loss:1.5718 aux_loss:0.0027 train_time:13056327ms step_avg:721.98ms
step:18095/40500 train_loss:1.6026 aux_loss:0.0028 train_time:13057046ms step_avg:721.98ms
step:18096/40500 train_loss:1.5924 aux_loss:0.0029 train_time:13057766ms step_avg:721.98ms
step:18097/40500 train_loss:1.6353 aux_loss:0.0030 train_time:13058484ms step_avg:721.98ms
step:18098/40500 train_loss:1.6472 aux_loss:0.0031 train_time:13059204ms step_avg:721.98ms
step:18099/40500 train_loss:1.5832 aux_loss:0.0030 train_time:13059924ms step_avg:721.98ms
step:18100/40500 train_loss:1.5815 aux_loss:0.0029 train_time:13060644ms step_avg:721.98ms
step:18101/40500 train_loss:1.5850 aux_loss:0.0027 train_time:13061365ms step_avg:721.98ms
step:18102/40500 train_loss:1.6051 aux_loss:0.0027 train_time:13062085ms step_avg:721.98ms
step:18103/40500 train_loss:1.6853 aux_loss:0.0027 train_time:13062805ms step_avg:721.98ms
step:18104/40500 train_loss:1.6420 aux_loss:0.0028 train_time:13063526ms step_avg:721.98ms
step:18105/40500 train_loss:1.5949 aux_loss:0.0028 train_time:13064246ms step_avg:721.98ms
step:18106/40500 train_loss:1.5903 aux_loss:0.0028 train_time:13064965ms step_avg:721.98ms
step:18107/40500 train_loss:1.6008 aux_loss:0.0028 train_time:13065684ms step_avg:721.98ms
step:18108/40500 train_loss:1.5949 aux_loss:0.0027 train_time:13066405ms step_avg:721.98ms
step:18109/40500 train_loss:1.5873 aux_loss:0.0027 train_time:13067125ms step_avg:721.98ms
step:18110/40500 train_loss:1.6545 aux_loss:0.0027 train_time:13067845ms step_avg:721.98ms
step:18111/40500 train_loss:1.5463 aux_loss:0.0027 train_time:13068564ms step_avg:721.98ms
step:18112/40500 train_loss:1.6255 aux_loss:0.0027 train_time:13069284ms step_avg:721.98ms
step:18113/40500 train_loss:1.6645 aux_loss:0.0031 train_time:13070005ms step_avg:721.98ms
step:18114/40500 train_loss:1.6069 aux_loss:0.0028 train_time:13070723ms step_avg:721.98ms
step:18115/40500 train_loss:1.5908 aux_loss:0.0028 train_time:13071442ms step_avg:721.98ms
step:18116/40500 train_loss:1.5695 aux_loss:0.0029 train_time:13072161ms step_avg:721.98ms
step:18117/40500 train_loss:1.6387 aux_loss:0.0031 train_time:13072881ms step_avg:721.98ms
step:18118/40500 train_loss:1.5718 aux_loss:0.0028 train_time:13073600ms step_avg:721.98ms
step:18119/40500 train_loss:1.6280 aux_loss:0.0027 train_time:13074320ms step_avg:721.98ms
step:18120/40500 train_loss:1.6363 aux_loss:0.0030 train_time:13075040ms step_avg:721.98ms
step:18121/40500 train_loss:1.6511 aux_loss:0.0029 train_time:13075758ms step_avg:721.98ms
step:18122/40500 train_loss:1.6027 aux_loss:0.0029 train_time:13076477ms step_avg:721.98ms
step:18123/40500 train_loss:1.6383 aux_loss:0.0028 train_time:13077196ms step_avg:721.98ms
step:18124/40500 train_loss:1.6726 aux_loss:0.0030 train_time:13077914ms step_avg:721.98ms
step:18125/40500 train_loss:1.6412 aux_loss:0.0029 train_time:13078633ms step_avg:721.98ms
step:18126/40500 train_loss:1.5552 aux_loss:0.0028 train_time:13079352ms step_avg:721.98ms
step:18127/40500 train_loss:1.5774 aux_loss:0.0028 train_time:13080071ms step_avg:721.98ms
step:18128/40500 train_loss:1.5820 aux_loss:0.0027 train_time:13080788ms step_avg:721.98ms
step:18129/40500 train_loss:1.5678 aux_loss:0.0030 train_time:13081507ms step_avg:721.98ms
step:18130/40500 train_loss:1.5571 aux_loss:0.0035 train_time:13082226ms step_avg:721.98ms
step:18131/40500 train_loss:1.6419 aux_loss:0.0034 train_time:13082945ms step_avg:721.98ms
step:18132/40500 train_loss:1.6235 aux_loss:0.0028 train_time:13083663ms step_avg:721.98ms
step:18133/40500 train_loss:1.6037 aux_loss:0.0029 train_time:13084381ms step_avg:721.98ms
step:18134/40500 train_loss:1.6095 aux_loss:0.0029 train_time:13085101ms step_avg:721.98ms
step:18135/40500 train_loss:1.6156 aux_loss:0.0029 train_time:13085822ms step_avg:721.98ms
step:18136/40500 train_loss:1.5734 aux_loss:0.0026 train_time:13086540ms step_avg:721.98ms
step:18137/40500 train_loss:1.5993 aux_loss:0.0027 train_time:13087261ms step_avg:721.98ms
step:18138/40500 train_loss:1.6209 aux_loss:0.0028 train_time:13087980ms step_avg:721.98ms
step:18139/40500 train_loss:1.6208 aux_loss:0.0028 train_time:13088699ms step_avg:721.98ms
step:18140/40500 train_loss:1.5900 aux_loss:0.0030 train_time:13089418ms step_avg:721.98ms
step:18141/40500 train_loss:1.6673 aux_loss:0.0030 train_time:13090138ms step_avg:721.98ms
step:18142/40500 train_loss:1.5506 aux_loss:0.0029 train_time:13090857ms step_avg:721.98ms
step:18143/40500 train_loss:1.6239 aux_loss:0.0029 train_time:13091576ms step_avg:721.98ms
step:18144/40500 train_loss:1.6935 aux_loss:0.0027 train_time:13092296ms step_avg:721.98ms
step:18145/40500 train_loss:1.6383 aux_loss:0.0031 train_time:13093015ms step_avg:721.97ms
step:18146/40500 train_loss:1.6010 aux_loss:0.0028 train_time:13093735ms step_avg:721.97ms
step:18147/40500 train_loss:1.6416 aux_loss:0.0027 train_time:13094455ms step_avg:721.97ms
step:18148/40500 train_loss:1.5927 aux_loss:0.0028 train_time:13095175ms step_avg:721.97ms
step:18149/40500 train_loss:1.6424 aux_loss:0.0028 train_time:13095894ms step_avg:721.97ms
step:18150/40500 train_loss:1.5645 aux_loss:0.0028 train_time:13096611ms step_avg:721.97ms
step:18151/40500 train_loss:1.5931 aux_loss:0.0030 train_time:13097331ms step_avg:721.97ms
step:18152/40500 train_loss:1.6053 aux_loss:0.0028 train_time:13098051ms step_avg:721.97ms
step:18153/40500 train_loss:1.6159 aux_loss:0.0027 train_time:13098771ms step_avg:721.97ms
step:18154/40500 train_loss:1.6439 aux_loss:0.0026 train_time:13099490ms step_avg:721.97ms
step:18155/40500 train_loss:1.5639 aux_loss:0.0030 train_time:13100210ms step_avg:721.97ms
step:18156/40500 train_loss:1.6328 aux_loss:0.0030 train_time:13100928ms step_avg:721.97ms
step:18157/40500 train_loss:1.6449 aux_loss:0.0028 train_time:13101645ms step_avg:721.97ms
step:18158/40500 train_loss:1.6504 aux_loss:0.0027 train_time:13102366ms step_avg:721.97ms
step:18159/40500 train_loss:1.6004 aux_loss:0.0031 train_time:13103087ms step_avg:721.97ms
step:18160/40500 train_loss:1.5748 aux_loss:0.0027 train_time:13103806ms step_avg:721.97ms
step:18161/40500 train_loss:1.6096 aux_loss:0.0028 train_time:13104526ms step_avg:721.97ms
step:18162/40500 train_loss:1.6059 aux_loss:0.0030 train_time:13105247ms step_avg:721.97ms
step:18163/40500 train_loss:1.6173 aux_loss:0.0030 train_time:13105965ms step_avg:721.97ms
step:18164/40500 train_loss:1.5986 aux_loss:0.0029 train_time:13106683ms step_avg:721.97ms
step:18165/40500 train_loss:1.6052 aux_loss:0.0028 train_time:13107403ms step_avg:721.97ms
step:18166/40500 train_loss:1.5882 aux_loss:0.0027 train_time:13108121ms step_avg:721.97ms
step:18167/40500 train_loss:1.5877 aux_loss:0.0027 train_time:13108839ms step_avg:721.97ms
step:18168/40500 train_loss:1.5809 aux_loss:0.0028 train_time:13109558ms step_avg:721.97ms
step:18169/40500 train_loss:1.5989 aux_loss:0.0028 train_time:13110277ms step_avg:721.97ms
step:18170/40500 train_loss:1.5923 aux_loss:0.0027 train_time:13110996ms step_avg:721.97ms
step:18171/40500 train_loss:1.5612 aux_loss:0.0028 train_time:13111716ms step_avg:721.97ms
step:18172/40500 train_loss:1.6129 aux_loss:0.0029 train_time:13112435ms step_avg:721.97ms
step:18173/40500 train_loss:1.6490 aux_loss:0.0033 train_time:13113155ms step_avg:721.97ms
step:18174/40500 train_loss:1.5950 aux_loss:0.0030 train_time:13113874ms step_avg:721.97ms
step:18175/40500 train_loss:1.6564 aux_loss:0.0028 train_time:13114593ms step_avg:721.97ms
step:18176/40500 train_loss:1.6396 aux_loss:0.0027 train_time:13115313ms step_avg:721.97ms
step:18177/40500 train_loss:1.6411 aux_loss:0.0027 train_time:13116033ms step_avg:721.97ms
step:18178/40500 train_loss:1.6102 aux_loss:0.0027 train_time:13116753ms step_avg:721.97ms
step:18179/40500 train_loss:1.5248 aux_loss:0.0026 train_time:13117472ms step_avg:721.97ms
step:18180/40500 train_loss:1.6039 aux_loss:0.0027 train_time:13118191ms step_avg:721.97ms
step:18181/40500 train_loss:1.5493 aux_loss:0.0031 train_time:13118911ms step_avg:721.97ms
step:18182/40500 train_loss:1.6563 aux_loss:0.0027 train_time:13119631ms step_avg:721.97ms
step:18183/40500 train_loss:1.5825 aux_loss:0.0028 train_time:13120351ms step_avg:721.97ms
step:18184/40500 train_loss:1.6653 aux_loss:0.0030 train_time:13121071ms step_avg:721.97ms
step:18185/40500 train_loss:1.6114 aux_loss:0.0029 train_time:13121792ms step_avg:721.97ms
step:18186/40500 train_loss:1.6193 aux_loss:0.0028 train_time:13122512ms step_avg:721.97ms
step:18187/40500 train_loss:1.6197 aux_loss:0.0027 train_time:13123232ms step_avg:721.97ms
step:18188/40500 train_loss:1.5584 aux_loss:0.0030 train_time:13123953ms step_avg:721.97ms
step:18189/40500 train_loss:1.5771 aux_loss:0.0028 train_time:13124672ms step_avg:721.97ms
step:18190/40500 train_loss:1.6032 aux_loss:0.0028 train_time:13125391ms step_avg:721.97ms
step:18191/40500 train_loss:1.6197 aux_loss:0.0029 train_time:13126111ms step_avg:721.97ms
step:18192/40500 train_loss:1.5544 aux_loss:0.0029 train_time:13126830ms step_avg:721.97ms
step:18193/40500 train_loss:1.6136 aux_loss:0.0041 train_time:13127551ms step_avg:721.97ms
step:18194/40500 train_loss:1.6241 aux_loss:0.0029 train_time:13128269ms step_avg:721.97ms
step:18195/40500 train_loss:1.5975 aux_loss:0.0030 train_time:13128989ms step_avg:721.97ms
step:18196/40500 train_loss:1.6262 aux_loss:0.0029 train_time:13129709ms step_avg:721.97ms
step:18197/40500 train_loss:1.6545 aux_loss:0.0035 train_time:13130427ms step_avg:721.97ms
step:18198/40500 train_loss:1.5894 aux_loss:0.0033 train_time:13131147ms step_avg:721.97ms
step:18199/40500 train_loss:1.5678 aux_loss:0.0029 train_time:13131868ms step_avg:721.97ms
step:18200/40500 train_loss:1.5985 aux_loss:0.0029 train_time:13132587ms step_avg:721.97ms
step:18201/40500 train_loss:1.6485 aux_loss:0.0026 train_time:13133308ms step_avg:721.97ms
step:18202/40500 train_loss:1.5931 aux_loss:0.0028 train_time:13134027ms step_avg:721.97ms
step:18203/40500 train_loss:1.5925 aux_loss:0.0027 train_time:13134747ms step_avg:721.97ms
step:18204/40500 train_loss:1.6509 aux_loss:0.0028 train_time:13135466ms step_avg:721.97ms
step:18205/40500 train_loss:1.5867 aux_loss:0.0026 train_time:13136188ms step_avg:721.97ms
step:18206/40500 train_loss:1.5850 aux_loss:0.0026 train_time:13136908ms step_avg:721.97ms
step:18207/40500 train_loss:1.5793 aux_loss:0.0027 train_time:13137627ms step_avg:721.97ms
step:18208/40500 train_loss:1.6448 aux_loss:0.0026 train_time:13138346ms step_avg:721.97ms
step:18209/40500 train_loss:1.5924 aux_loss:0.0027 train_time:13139065ms step_avg:721.97ms
step:18210/40500 train_loss:1.5761 aux_loss:0.0028 train_time:13139784ms step_avg:721.97ms
step:18211/40500 train_loss:1.6241 aux_loss:0.0027 train_time:13140505ms step_avg:721.97ms
step:18212/40500 train_loss:1.6167 aux_loss:0.0032 train_time:13141224ms step_avg:721.97ms
step:18213/40500 train_loss:1.6996 aux_loss:0.0027 train_time:13141944ms step_avg:721.97ms
step:18214/40500 train_loss:1.5810 aux_loss:0.0025 train_time:13142666ms step_avg:721.97ms
step:18215/40500 train_loss:1.6427 aux_loss:0.0028 train_time:13143386ms step_avg:721.97ms
step:18216/40500 train_loss:1.5889 aux_loss:0.0027 train_time:13144105ms step_avg:721.97ms
step:18217/40500 train_loss:1.5616 aux_loss:0.0030 train_time:13144824ms step_avg:721.97ms
step:18218/40500 train_loss:1.6024 aux_loss:0.0030 train_time:13145543ms step_avg:721.97ms
step:18219/40500 train_loss:1.5560 aux_loss:0.0030 train_time:13146262ms step_avg:721.97ms
step:18220/40500 train_loss:1.6533 aux_loss:0.0030 train_time:13146981ms step_avg:721.96ms
step:18221/40500 train_loss:1.5897 aux_loss:0.0028 train_time:13147699ms step_avg:721.96ms
step:18222/40500 train_loss:1.5874 aux_loss:0.0028 train_time:13148419ms step_avg:721.96ms
step:18223/40500 train_loss:1.6271 aux_loss:0.0029 train_time:13149137ms step_avg:721.96ms
step:18224/40500 train_loss:1.6133 aux_loss:0.0030 train_time:13149857ms step_avg:721.96ms
step:18225/40500 train_loss:1.6211 aux_loss:0.0026 train_time:13150577ms step_avg:721.96ms
step:18226/40500 train_loss:1.5606 aux_loss:0.0029 train_time:13151297ms step_avg:721.96ms
step:18227/40500 train_loss:1.6096 aux_loss:0.0029 train_time:13152016ms step_avg:721.96ms
step:18228/40500 train_loss:1.5905 aux_loss:0.0029 train_time:13152735ms step_avg:721.96ms
step:18229/40500 train_loss:1.6543 aux_loss:0.0030 train_time:13153454ms step_avg:721.96ms
step:18230/40500 train_loss:1.5759 aux_loss:0.0027 train_time:13154173ms step_avg:721.96ms
step:18231/40500 train_loss:1.5766 aux_loss:0.0028 train_time:13154891ms step_avg:721.96ms
step:18232/40500 train_loss:1.5613 aux_loss:0.0028 train_time:13155610ms step_avg:721.96ms
step:18233/40500 train_loss:1.6299 aux_loss:0.0027 train_time:13156330ms step_avg:721.96ms
step:18234/40500 train_loss:1.6063 aux_loss:0.0028 train_time:13157049ms step_avg:721.96ms
step:18235/40500 train_loss:1.6308 aux_loss:0.0028 train_time:13157767ms step_avg:721.96ms
step:18236/40500 train_loss:1.6218 aux_loss:0.0028 train_time:13158488ms step_avg:721.96ms
step:18237/40500 train_loss:1.6568 aux_loss:0.0028 train_time:13159206ms step_avg:721.96ms
step:18238/40500 train_loss:1.5854 aux_loss:0.0027 train_time:13159925ms step_avg:721.96ms
step:18239/40500 train_loss:1.6452 aux_loss:0.0030 train_time:13160646ms step_avg:721.96ms
step:18240/40500 train_loss:1.6667 aux_loss:0.0028 train_time:13161362ms step_avg:721.96ms
step:18241/40500 train_loss:1.6223 aux_loss:0.0028 train_time:13162081ms step_avg:721.96ms
step:18242/40500 train_loss:1.6250 aux_loss:0.0028 train_time:13162801ms step_avg:721.96ms
step:18243/40500 train_loss:1.5469 aux_loss:0.0029 train_time:13163520ms step_avg:721.96ms
step:18244/40500 train_loss:1.6135 aux_loss:0.0028 train_time:13164240ms step_avg:721.96ms
step:18245/40500 train_loss:1.5718 aux_loss:0.0031 train_time:13164959ms step_avg:721.96ms
step:18246/40500 train_loss:1.6065 aux_loss:0.0030 train_time:13165679ms step_avg:721.96ms
step:18247/40500 train_loss:1.6469 aux_loss:0.0031 train_time:13166401ms step_avg:721.96ms
step:18248/40500 train_loss:1.5970 aux_loss:0.0029 train_time:13167120ms step_avg:721.96ms
step:18249/40500 train_loss:1.6248 aux_loss:0.0029 train_time:13167841ms step_avg:721.96ms
step:18250/40500 train_loss:1.5904 aux_loss:0.0028 train_time:13168559ms step_avg:721.96ms
step:18251/40500 train_loss:1.5841 aux_loss:0.0029 train_time:13169278ms step_avg:721.96ms
step:18252/40500 train_loss:1.5755 aux_loss:0.0029 train_time:13169998ms step_avg:721.96ms
step:18253/40500 train_loss:1.5155 aux_loss:0.0045 train_time:13170717ms step_avg:721.96ms
step:18254/40500 train_loss:1.6159 aux_loss:0.0030 train_time:13171438ms step_avg:721.96ms
step:18255/40500 train_loss:1.6191 aux_loss:0.0028 train_time:13172157ms step_avg:721.96ms
step:18256/40500 train_loss:1.5711 aux_loss:0.0027 train_time:13172874ms step_avg:721.96ms
step:18257/40500 train_loss:1.6264 aux_loss:0.0026 train_time:13173593ms step_avg:721.96ms
step:18258/40500 train_loss:1.6421 aux_loss:0.0027 train_time:13174314ms step_avg:721.96ms
step:18259/40500 train_loss:1.6344 aux_loss:0.0028 train_time:13175033ms step_avg:721.96ms
step:18260/40500 train_loss:1.5932 aux_loss:0.0031 train_time:13175753ms step_avg:721.96ms
step:18261/40500 train_loss:1.5785 aux_loss:0.0029 train_time:13176474ms step_avg:721.96ms
step:18262/40500 train_loss:1.6078 aux_loss:0.0028 train_time:13177194ms step_avg:721.96ms
step:18263/40500 train_loss:1.5714 aux_loss:0.0027 train_time:13177916ms step_avg:721.96ms
step:18264/40500 train_loss:1.6055 aux_loss:0.0028 train_time:13178636ms step_avg:721.96ms
step:18265/40500 train_loss:1.6049 aux_loss:0.0028 train_time:13179356ms step_avg:721.96ms
step:18266/40500 train_loss:1.6010 aux_loss:0.0027 train_time:13180075ms step_avg:721.96ms
step:18267/40500 train_loss:1.5521 aux_loss:0.0029 train_time:13180795ms step_avg:721.96ms
step:18268/40500 train_loss:1.6127 aux_loss:0.0028 train_time:13181517ms step_avg:721.96ms
step:18269/40500 train_loss:1.5975 aux_loss:0.0029 train_time:13182237ms step_avg:721.96ms
step:18270/40500 train_loss:1.6315 aux_loss:0.0030 train_time:13182958ms step_avg:721.96ms
step:18271/40500 train_loss:1.6245 aux_loss:0.0029 train_time:13183678ms step_avg:721.96ms
step:18272/40500 train_loss:1.5991 aux_loss:0.0028 train_time:13184396ms step_avg:721.96ms
step:18273/40500 train_loss:1.6429 aux_loss:0.0030 train_time:13185116ms step_avg:721.96ms
step:18274/40500 train_loss:1.6238 aux_loss:0.0032 train_time:13185835ms step_avg:721.96ms
step:18275/40500 train_loss:1.6571 aux_loss:0.0028 train_time:13186554ms step_avg:721.96ms
step:18276/40500 train_loss:1.5689 aux_loss:0.0028 train_time:13187273ms step_avg:721.96ms
step:18277/40500 train_loss:1.6179 aux_loss:0.0027 train_time:13187995ms step_avg:721.96ms
step:18278/40500 train_loss:1.6155 aux_loss:0.0030 train_time:13188715ms step_avg:721.96ms
step:18279/40500 train_loss:1.5900 aux_loss:0.0028 train_time:13189434ms step_avg:721.96ms
step:18280/40500 train_loss:1.6030 aux_loss:0.0094 train_time:13190154ms step_avg:721.96ms
step:18281/40500 train_loss:1.5750 aux_loss:0.0028 train_time:13190874ms step_avg:721.96ms
step:18282/40500 train_loss:1.6343 aux_loss:0.0028 train_time:13191594ms step_avg:721.96ms
step:18283/40500 train_loss:1.6397 aux_loss:0.0032 train_time:13192313ms step_avg:721.96ms
step:18284/40500 train_loss:1.6023 aux_loss:0.0028 train_time:13193032ms step_avg:721.96ms
step:18285/40500 train_loss:1.6136 aux_loss:0.0033 train_time:13193752ms step_avg:721.96ms
step:18286/40500 train_loss:1.5340 aux_loss:0.0029 train_time:13194472ms step_avg:721.96ms
step:18287/40500 train_loss:1.5640 aux_loss:0.0029 train_time:13195193ms step_avg:721.96ms
step:18288/40500 train_loss:1.6235 aux_loss:0.0029 train_time:13195912ms step_avg:721.96ms
step:18289/40500 train_loss:1.5297 aux_loss:0.0027 train_time:13196632ms step_avg:721.96ms
step:18290/40500 train_loss:1.5581 aux_loss:0.0027 train_time:13197351ms step_avg:721.96ms
step:18291/40500 train_loss:1.5562 aux_loss:0.0031 train_time:13198069ms step_avg:721.96ms
step:18292/40500 train_loss:1.5932 aux_loss:0.0033 train_time:13198791ms step_avg:721.96ms
step:18293/40500 train_loss:1.5671 aux_loss:0.0028 train_time:13199509ms step_avg:721.96ms
step:18294/40500 train_loss:1.6395 aux_loss:0.0031 train_time:13200229ms step_avg:721.96ms
step:18295/40500 train_loss:1.5295 aux_loss:0.0028 train_time:13200949ms step_avg:721.96ms
step:18296/40500 train_loss:1.6017 aux_loss:0.0028 train_time:13201671ms step_avg:721.96ms
step:18297/40500 train_loss:1.5971 aux_loss:0.0027 train_time:13202391ms step_avg:721.96ms
step:18298/40500 train_loss:1.6028 aux_loss:0.0029 train_time:13203111ms step_avg:721.95ms
step:18299/40500 train_loss:1.5752 aux_loss:0.0028 train_time:13203829ms step_avg:721.95ms
step:18300/40500 train_loss:1.5983 aux_loss:0.0028 train_time:13204548ms step_avg:721.95ms
step:18301/40500 train_loss:1.6513 aux_loss:0.0030 train_time:13205269ms step_avg:721.95ms
step:18302/40500 train_loss:1.6121 aux_loss:0.0028 train_time:13205989ms step_avg:721.95ms
step:18303/40500 train_loss:1.6181 aux_loss:0.0028 train_time:13206709ms step_avg:721.95ms
step:18304/40500 train_loss:1.5908 aux_loss:0.0028 train_time:13207429ms step_avg:721.95ms
step:18305/40500 train_loss:1.5610 aux_loss:0.0026 train_time:13208149ms step_avg:721.95ms
step:18306/40500 train_loss:1.6360 aux_loss:0.0027 train_time:13208867ms step_avg:721.95ms
step:18307/40500 train_loss:1.6636 aux_loss:0.0026 train_time:13209587ms step_avg:721.95ms
step:18308/40500 train_loss:1.6764 aux_loss:0.0027 train_time:13210307ms step_avg:721.95ms
step:18309/40500 train_loss:1.6473 aux_loss:0.0027 train_time:13211028ms step_avg:721.95ms
step:18310/40500 train_loss:1.5775 aux_loss:0.0027 train_time:13211747ms step_avg:721.95ms
step:18311/40500 train_loss:1.6051 aux_loss:0.0027 train_time:13212467ms step_avg:721.95ms
step:18312/40500 train_loss:1.6135 aux_loss:0.0029 train_time:13213187ms step_avg:721.95ms
step:18313/40500 train_loss:1.6352 aux_loss:0.0030 train_time:13213908ms step_avg:721.95ms
step:18314/40500 train_loss:1.6023 aux_loss:0.0034 train_time:13214628ms step_avg:721.95ms
step:18315/40500 train_loss:1.5543 aux_loss:0.0027 train_time:13215348ms step_avg:721.95ms
step:18316/40500 train_loss:1.5730 aux_loss:0.0027 train_time:13216068ms step_avg:721.95ms
step:18317/40500 train_loss:1.6120 aux_loss:0.0029 train_time:13216788ms step_avg:721.95ms
step:18318/40500 train_loss:1.6437 aux_loss:0.0029 train_time:13217506ms step_avg:721.95ms
step:18319/40500 train_loss:1.5861 aux_loss:0.0027 train_time:13218226ms step_avg:721.95ms
step:18320/40500 train_loss:1.6100 aux_loss:0.0027 train_time:13218945ms step_avg:721.95ms
step:18321/40500 train_loss:1.5214 aux_loss:0.0028 train_time:13219665ms step_avg:721.95ms
step:18322/40500 train_loss:1.6778 aux_loss:0.0026 train_time:13220385ms step_avg:721.95ms
step:18323/40500 train_loss:1.6814 aux_loss:0.0027 train_time:13221105ms step_avg:721.95ms
step:18324/40500 train_loss:1.5807 aux_loss:0.0028 train_time:13221825ms step_avg:721.95ms
step:18325/40500 train_loss:1.6135 aux_loss:0.0030 train_time:13222543ms step_avg:721.95ms
step:18326/40500 train_loss:1.5833 aux_loss:0.0029 train_time:13223263ms step_avg:721.95ms
step:18327/40500 train_loss:1.6500 aux_loss:0.0028 train_time:13223984ms step_avg:721.95ms
step:18328/40500 train_loss:1.6183 aux_loss:0.0027 train_time:13224703ms step_avg:721.95ms
step:18329/40500 train_loss:1.5575 aux_loss:0.0030 train_time:13225422ms step_avg:721.95ms
step:18330/40500 train_loss:1.6517 aux_loss:0.0027 train_time:13226141ms step_avg:721.95ms
step:18331/40500 train_loss:1.6009 aux_loss:0.0027 train_time:13226864ms step_avg:721.95ms
step:18332/40500 train_loss:1.5992 aux_loss:0.0028 train_time:13227583ms step_avg:721.95ms
step:18333/40500 train_loss:1.6078 aux_loss:0.0029 train_time:13228304ms step_avg:721.95ms
step:18334/40500 train_loss:1.6219 aux_loss:0.0029 train_time:13229023ms step_avg:721.95ms
step:18335/40500 train_loss:1.6397 aux_loss:0.0030 train_time:13229743ms step_avg:721.95ms
step:18336/40500 train_loss:1.6175 aux_loss:0.0027 train_time:13230463ms step_avg:721.95ms
step:18337/40500 train_loss:1.6056 aux_loss:0.0026 train_time:13231182ms step_avg:721.95ms
step:18338/40500 train_loss:1.5636 aux_loss:0.0027 train_time:13231903ms step_avg:721.95ms
step:18339/40500 train_loss:1.5972 aux_loss:0.0029 train_time:13232622ms step_avg:721.95ms
step:18340/40500 train_loss:1.5936 aux_loss:0.0028 train_time:13233341ms step_avg:721.95ms
step:18341/40500 train_loss:1.6448 aux_loss:0.0029 train_time:13234061ms step_avg:721.95ms
step:18342/40500 train_loss:1.6208 aux_loss:0.0031 train_time:13234781ms step_avg:721.95ms
step:18343/40500 train_loss:1.5987 aux_loss:0.0029 train_time:13235500ms step_avg:721.95ms
step:18344/40500 train_loss:1.6253 aux_loss:0.0028 train_time:13236221ms step_avg:721.95ms
step:18345/40500 train_loss:1.5769 aux_loss:0.0027 train_time:13236940ms step_avg:721.95ms
step:18346/40500 train_loss:1.6080 aux_loss:0.0027 train_time:13237659ms step_avg:721.95ms
step:18347/40500 train_loss:1.6042 aux_loss:0.0026 train_time:13238378ms step_avg:721.95ms
step:18348/40500 train_loss:1.5694 aux_loss:0.0027 train_time:13239096ms step_avg:721.95ms
step:18349/40500 train_loss:1.5638 aux_loss:0.0027 train_time:13239817ms step_avg:721.95ms
step:18350/40500 train_loss:1.5990 aux_loss:0.0033 train_time:13240538ms step_avg:721.95ms
step:18351/40500 train_loss:1.6436 aux_loss:0.0028 train_time:13241256ms step_avg:721.95ms
step:18352/40500 train_loss:1.6092 aux_loss:0.0028 train_time:13241975ms step_avg:721.95ms
step:18353/40500 train_loss:1.5837 aux_loss:0.0028 train_time:13242696ms step_avg:721.95ms
step:18354/40500 train_loss:1.6097 aux_loss:0.0028 train_time:13243417ms step_avg:721.95ms
step:18355/40500 train_loss:1.6318 aux_loss:0.0028 train_time:13244137ms step_avg:721.95ms
step:18356/40500 train_loss:1.6266 aux_loss:0.0029 train_time:13244856ms step_avg:721.95ms
step:18357/40500 train_loss:1.6350 aux_loss:0.0028 train_time:13245576ms step_avg:721.95ms
step:18358/40500 train_loss:1.6281 aux_loss:0.0029 train_time:13246296ms step_avg:721.95ms
step:18359/40500 train_loss:1.6232 aux_loss:0.0030 train_time:13247017ms step_avg:721.95ms
step:18360/40500 train_loss:1.5502 aux_loss:0.0027 train_time:13247736ms step_avg:721.95ms
step:18361/40500 train_loss:1.6330 aux_loss:0.0032 train_time:13248457ms step_avg:721.95ms
step:18362/40500 train_loss:1.6284 aux_loss:0.0028 train_time:13249176ms step_avg:721.95ms
step:18363/40500 train_loss:1.6007 aux_loss:0.0027 train_time:13249895ms step_avg:721.95ms
step:18364/40500 train_loss:1.5477 aux_loss:0.0028 train_time:13250614ms step_avg:721.95ms
step:18365/40500 train_loss:1.5689 aux_loss:0.0027 train_time:13251335ms step_avg:721.95ms
step:18366/40500 train_loss:1.5422 aux_loss:0.0028 train_time:13252055ms step_avg:721.95ms
step:18367/40500 train_loss:1.5588 aux_loss:0.0028 train_time:13252774ms step_avg:721.95ms
step:18368/40500 train_loss:1.6304 aux_loss:0.0028 train_time:13253495ms step_avg:721.95ms
step:18369/40500 train_loss:1.6208 aux_loss:0.0029 train_time:13254214ms step_avg:721.95ms
step:18370/40500 train_loss:1.5964 aux_loss:0.0027 train_time:13254934ms step_avg:721.95ms
step:18371/40500 train_loss:1.6344 aux_loss:0.0028 train_time:13255655ms step_avg:721.95ms
step:18372/40500 train_loss:1.5789 aux_loss:0.0029 train_time:13256374ms step_avg:721.95ms
step:18373/40500 train_loss:1.5563 aux_loss:0.0028 train_time:13257094ms step_avg:721.95ms
step:18374/40500 train_loss:1.5209 aux_loss:0.0027 train_time:13257814ms step_avg:721.95ms
step:18375/40500 train_loss:1.6438 aux_loss:0.0027 train_time:13258535ms step_avg:721.95ms
step:18376/40500 train_loss:1.5731 aux_loss:0.0033 train_time:13259253ms step_avg:721.95ms
step:18377/40500 train_loss:1.6029 aux_loss:0.0029 train_time:13259973ms step_avg:721.95ms
step:18378/40500 train_loss:1.5886 aux_loss:0.0028 train_time:13260695ms step_avg:721.95ms
step:18379/40500 train_loss:1.5706 aux_loss:0.0028 train_time:13261414ms step_avg:721.95ms
step:18380/40500 train_loss:1.5787 aux_loss:0.0030 train_time:13262134ms step_avg:721.95ms
step:18381/40500 train_loss:1.5895 aux_loss:0.0028 train_time:13262853ms step_avg:721.95ms
step:18382/40500 train_loss:1.6351 aux_loss:0.0029 train_time:13263572ms step_avg:721.94ms
step:18383/40500 train_loss:1.6572 aux_loss:0.0034 train_time:13264293ms step_avg:721.94ms
step:18384/40500 train_loss:1.6813 aux_loss:0.0026 train_time:13265013ms step_avg:721.94ms
step:18385/40500 train_loss:1.6045 aux_loss:0.0027 train_time:13265733ms step_avg:721.94ms
step:18386/40500 train_loss:1.6030 aux_loss:0.0027 train_time:13266451ms step_avg:721.94ms
step:18387/40500 train_loss:1.6310 aux_loss:0.0028 train_time:13267172ms step_avg:721.94ms
step:18388/40500 train_loss:1.6510 aux_loss:0.0028 train_time:13267892ms step_avg:721.94ms
step:18389/40500 train_loss:1.6397 aux_loss:0.0030 train_time:13268609ms step_avg:721.94ms
step:18390/40500 train_loss:1.6485 aux_loss:0.0029 train_time:13269329ms step_avg:721.94ms
step:18391/40500 train_loss:1.6144 aux_loss:0.0029 train_time:13270051ms step_avg:721.94ms
step:18392/40500 train_loss:1.5418 aux_loss:0.0030 train_time:13270770ms step_avg:721.94ms
step:18393/40500 train_loss:1.6511 aux_loss:0.0028 train_time:13271489ms step_avg:721.94ms
step:18394/40500 train_loss:1.6053 aux_loss:0.0028 train_time:13272209ms step_avg:721.94ms
step:18395/40500 train_loss:1.5211 aux_loss:0.0032 train_time:13272929ms step_avg:721.94ms
step:18396/40500 train_loss:1.5939 aux_loss:0.0027 train_time:13273648ms step_avg:721.94ms
step:18397/40500 train_loss:1.6363 aux_loss:0.0027 train_time:13274369ms step_avg:721.94ms
step:18398/40500 train_loss:1.5871 aux_loss:0.0038 train_time:13275088ms step_avg:721.94ms
step:18399/40500 train_loss:1.6511 aux_loss:0.0027 train_time:13275806ms step_avg:721.94ms
step:18400/40500 train_loss:1.5643 aux_loss:0.0028 train_time:13276526ms step_avg:721.94ms
step:18401/40500 train_loss:1.5600 aux_loss:0.0029 train_time:13277247ms step_avg:721.94ms
step:18402/40500 train_loss:1.5737 aux_loss:0.0027 train_time:13277966ms step_avg:721.94ms
step:18403/40500 train_loss:1.6242 aux_loss:0.0031 train_time:13278685ms step_avg:721.94ms
step:18404/40500 train_loss:1.6306 aux_loss:0.0028 train_time:13279405ms step_avg:721.94ms
step:18405/40500 train_loss:1.6135 aux_loss:0.0029 train_time:13280123ms step_avg:721.94ms
step:18406/40500 train_loss:1.5441 aux_loss:0.0027 train_time:13280844ms step_avg:721.94ms
step:18407/40500 train_loss:1.6657 aux_loss:0.0028 train_time:13281562ms step_avg:721.94ms
step:18408/40500 train_loss:1.6536 aux_loss:0.0029 train_time:13282284ms step_avg:721.94ms
step:18409/40500 train_loss:1.6475 aux_loss:0.0027 train_time:13283004ms step_avg:721.94ms
step:18410/40500 train_loss:1.5328 aux_loss:0.0027 train_time:13283725ms step_avg:721.94ms
step:18411/40500 train_loss:1.5951 aux_loss:0.0026 train_time:13284446ms step_avg:721.94ms
step:18412/40500 train_loss:1.6135 aux_loss:0.0028 train_time:13285166ms step_avg:721.94ms
step:18413/40500 train_loss:1.6065 aux_loss:0.0030 train_time:13285884ms step_avg:721.94ms
step:18414/40500 train_loss:1.5785 aux_loss:0.0028 train_time:13286603ms step_avg:721.94ms
step:18415/40500 train_loss:1.6263 aux_loss:0.0029 train_time:13287323ms step_avg:721.94ms
step:18416/40500 train_loss:1.5808 aux_loss:0.0032 train_time:13288042ms step_avg:721.94ms
step:18417/40500 train_loss:1.6150 aux_loss:0.0028 train_time:13288763ms step_avg:721.94ms
step:18418/40500 train_loss:1.6122 aux_loss:0.0027 train_time:13289483ms step_avg:721.94ms
step:18419/40500 train_loss:1.6719 aux_loss:0.0031 train_time:13290203ms step_avg:721.94ms
step:18420/40500 train_loss:1.5884 aux_loss:0.0027 train_time:13290922ms step_avg:721.94ms
step:18421/40500 train_loss:1.6347 aux_loss:0.0028 train_time:13291642ms step_avg:721.94ms
step:18422/40500 train_loss:1.6150 aux_loss:0.0027 train_time:13292361ms step_avg:721.94ms
step:18423/40500 train_loss:1.5805 aux_loss:0.0030 train_time:13293081ms step_avg:721.94ms
step:18424/40500 train_loss:1.6409 aux_loss:0.0029 train_time:13293801ms step_avg:721.94ms
step:18425/40500 train_loss:1.6532 aux_loss:0.0029 train_time:13294522ms step_avg:721.94ms
step:18426/40500 train_loss:1.6482 aux_loss:0.0028 train_time:13295241ms step_avg:721.94ms
step:18427/40500 train_loss:1.5763 aux_loss:0.0027 train_time:13295961ms step_avg:721.94ms
step:18428/40500 train_loss:1.5837 aux_loss:0.0028 train_time:13296681ms step_avg:721.94ms
step:18429/40500 train_loss:1.6137 aux_loss:0.0028 train_time:13297400ms step_avg:721.94ms
step:18430/40500 train_loss:1.5687 aux_loss:0.0029 train_time:13298120ms step_avg:721.94ms
step:18431/40500 train_loss:1.6061 aux_loss:0.0030 train_time:13298840ms step_avg:721.94ms
step:18432/40500 train_loss:1.5317 aux_loss:0.0028 train_time:13299560ms step_avg:721.94ms
step:18433/40500 train_loss:1.6419 aux_loss:0.0033 train_time:13300280ms step_avg:721.94ms
step:18434/40500 train_loss:1.6025 aux_loss:0.0030 train_time:13301000ms step_avg:721.94ms
step:18435/40500 train_loss:1.5762 aux_loss:0.0030 train_time:13301720ms step_avg:721.94ms
step:18436/40500 train_loss:1.5891 aux_loss:0.0029 train_time:13302440ms step_avg:721.94ms
step:18437/40500 train_loss:1.5984 aux_loss:0.0027 train_time:13303158ms step_avg:721.94ms
step:18438/40500 train_loss:1.6075 aux_loss:0.0029 train_time:13303877ms step_avg:721.94ms
step:18439/40500 train_loss:1.5414 aux_loss:0.0028 train_time:13304598ms step_avg:721.94ms
step:18440/40500 train_loss:1.5772 aux_loss:0.0027 train_time:13305320ms step_avg:721.94ms
step:18441/40500 train_loss:1.6531 aux_loss:0.0028 train_time:13306040ms step_avg:721.94ms
step:18442/40500 train_loss:1.6123 aux_loss:0.0026 train_time:13306759ms step_avg:721.94ms
step:18443/40500 train_loss:1.6181 aux_loss:0.0028 train_time:13307479ms step_avg:721.94ms
step:18444/40500 train_loss:1.5744 aux_loss:0.0031 train_time:13308199ms step_avg:721.94ms
step:18445/40500 train_loss:1.6034 aux_loss:0.0029 train_time:13308921ms step_avg:721.94ms
step:18446/40500 train_loss:1.6364 aux_loss:0.0030 train_time:13309639ms step_avg:721.94ms
step:18447/40500 train_loss:1.6190 aux_loss:0.0028 train_time:13310358ms step_avg:721.94ms
step:18448/40500 train_loss:1.5917 aux_loss:0.0030 train_time:13311078ms step_avg:721.94ms
step:18449/40500 train_loss:1.5834 aux_loss:0.0027 train_time:13311797ms step_avg:721.94ms
step:18450/40500 train_loss:1.6913 aux_loss:0.0029 train_time:13312517ms step_avg:721.94ms
step:18451/40500 train_loss:1.6124 aux_loss:0.0027 train_time:13313236ms step_avg:721.94ms
step:18452/40500 train_loss:1.5765 aux_loss:0.0030 train_time:13313957ms step_avg:721.94ms
step:18453/40500 train_loss:1.6622 aux_loss:0.0029 train_time:13314677ms step_avg:721.94ms
step:18454/40500 train_loss:1.5931 aux_loss:0.0027 train_time:13315397ms step_avg:721.94ms
step:18455/40500 train_loss:1.6266 aux_loss:0.0027 train_time:13316117ms step_avg:721.94ms
step:18456/40500 train_loss:1.5612 aux_loss:0.0027 train_time:13316835ms step_avg:721.94ms
step:18457/40500 train_loss:1.5973 aux_loss:0.0029 train_time:13317557ms step_avg:721.94ms
step:18458/40500 train_loss:1.6055 aux_loss:0.0037 train_time:13318278ms step_avg:721.94ms
step:18459/40500 train_loss:1.6006 aux_loss:0.0029 train_time:13318997ms step_avg:721.94ms
step:18460/40500 train_loss:1.5790 aux_loss:0.0028 train_time:13319716ms step_avg:721.94ms
step:18461/40500 train_loss:1.6425 aux_loss:0.0033 train_time:13320435ms step_avg:721.94ms
step:18462/40500 train_loss:1.5732 aux_loss:0.0028 train_time:13321154ms step_avg:721.94ms
step:18463/40500 train_loss:1.6295 aux_loss:0.0029 train_time:13321874ms step_avg:721.94ms
step:18464/40500 train_loss:1.6038 aux_loss:0.0033 train_time:13322594ms step_avg:721.94ms
step:18465/40500 train_loss:1.6207 aux_loss:0.0031 train_time:13323312ms step_avg:721.94ms
step:18466/40500 train_loss:1.5899 aux_loss:0.0028 train_time:13324032ms step_avg:721.94ms
step:18467/40500 train_loss:1.5660 aux_loss:0.0028 train_time:13324752ms step_avg:721.93ms
step:18468/40500 train_loss:1.5749 aux_loss:0.0038 train_time:13325472ms step_avg:721.93ms
step:18469/40500 train_loss:1.5556 aux_loss:0.0029 train_time:13326191ms step_avg:721.93ms
step:18470/40500 train_loss:1.6122 aux_loss:0.0030 train_time:13326911ms step_avg:721.93ms
step:18471/40500 train_loss:1.6038 aux_loss:0.0028 train_time:13327630ms step_avg:721.93ms
step:18472/40500 train_loss:1.5932 aux_loss:0.0029 train_time:13328349ms step_avg:721.93ms
step:18473/40500 train_loss:1.6005 aux_loss:0.0033 train_time:13329070ms step_avg:721.93ms
step:18474/40500 train_loss:1.6593 aux_loss:0.0031 train_time:13329789ms step_avg:721.93ms
step:18475/40500 train_loss:1.5933 aux_loss:0.0032 train_time:13330510ms step_avg:721.93ms
step:18476/40500 train_loss:1.6093 aux_loss:0.0030 train_time:13331230ms step_avg:721.93ms
step:18477/40500 train_loss:1.6314 aux_loss:0.0030 train_time:13331949ms step_avg:721.93ms
step:18478/40500 train_loss:1.5934 aux_loss:0.0027 train_time:13332671ms step_avg:721.93ms
step:18479/40500 train_loss:1.5866 aux_loss:0.0029 train_time:13333391ms step_avg:721.93ms
step:18480/40500 train_loss:1.5923 aux_loss:0.0028 train_time:13334109ms step_avg:721.93ms
step:18481/40500 train_loss:1.6288 aux_loss:0.0028 train_time:13334828ms step_avg:721.93ms
step:18482/40500 train_loss:1.5751 aux_loss:0.0028 train_time:13335549ms step_avg:721.93ms
step:18483/40500 train_loss:1.5864 aux_loss:0.0028 train_time:13336269ms step_avg:721.93ms
step:18484/40500 train_loss:1.5657 aux_loss:0.0029 train_time:13336988ms step_avg:721.93ms
step:18485/40500 train_loss:1.5835 aux_loss:0.0028 train_time:13337708ms step_avg:721.93ms
step:18486/40500 train_loss:1.5667 aux_loss:0.0028 train_time:13338426ms step_avg:721.93ms
step:18487/40500 train_loss:1.5884 aux_loss:0.0029 train_time:13339149ms step_avg:721.93ms
step:18488/40500 train_loss:1.5727 aux_loss:0.0027 train_time:13339868ms step_avg:721.93ms
step:18489/40500 train_loss:1.6305 aux_loss:0.0027 train_time:13340587ms step_avg:721.93ms
step:18490/40500 train_loss:1.6083 aux_loss:0.0029 train_time:13341307ms step_avg:721.93ms
step:18491/40500 train_loss:1.6391 aux_loss:0.0029 train_time:13342026ms step_avg:721.93ms
step:18492/40500 train_loss:1.6706 aux_loss:0.0029 train_time:13342745ms step_avg:721.93ms
step:18493/40500 train_loss:1.6069 aux_loss:0.0028 train_time:13343466ms step_avg:721.93ms
step:18494/40500 train_loss:1.6520 aux_loss:0.0029 train_time:13344186ms step_avg:721.93ms
step:18495/40500 train_loss:1.5843 aux_loss:0.0030 train_time:13344907ms step_avg:721.93ms
step:18496/40500 train_loss:1.6389 aux_loss:0.0028 train_time:13345627ms step_avg:721.93ms
step:18497/40500 train_loss:1.6259 aux_loss:0.0029 train_time:13346346ms step_avg:721.93ms
step:18498/40500 train_loss:1.5840 aux_loss:0.0027 train_time:13347066ms step_avg:721.93ms
step:18499/40500 train_loss:1.5945 aux_loss:0.0029 train_time:13347787ms step_avg:721.93ms
step:18500/40500 train_loss:1.6327 aux_loss:0.0030 train_time:13348506ms step_avg:721.93ms
step:18501/40500 train_loss:1.6395 aux_loss:0.0030 train_time:13349226ms step_avg:721.93ms
step:18502/40500 train_loss:1.6597 aux_loss:0.0029 train_time:13349948ms step_avg:721.93ms
step:18503/40500 train_loss:1.5854 aux_loss:0.0027 train_time:13350666ms step_avg:721.93ms
step:18504/40500 train_loss:1.6172 aux_loss:0.0026 train_time:13351383ms step_avg:721.93ms
step:18505/40500 train_loss:1.6626 aux_loss:0.0029 train_time:13352105ms step_avg:721.93ms
step:18506/40500 train_loss:1.5515 aux_loss:0.0028 train_time:13352827ms step_avg:721.93ms
step:18507/40500 train_loss:1.5532 aux_loss:0.0027 train_time:13353544ms step_avg:721.93ms
step:18508/40500 train_loss:1.5810 aux_loss:0.0027 train_time:13354264ms step_avg:721.93ms
step:18509/40500 train_loss:1.6684 aux_loss:0.0027 train_time:13354983ms step_avg:721.93ms
step:18510/40500 train_loss:1.6165 aux_loss:0.0026 train_time:13355702ms step_avg:721.93ms
step:18511/40500 train_loss:1.6306 aux_loss:0.0029 train_time:13356421ms step_avg:721.93ms
step:18512/40500 train_loss:1.6185 aux_loss:0.0028 train_time:13357144ms step_avg:721.93ms
step:18513/40500 train_loss:1.6406 aux_loss:0.0028 train_time:13357866ms step_avg:721.93ms
step:18514/40500 train_loss:1.6039 aux_loss:0.0028 train_time:13358586ms step_avg:721.93ms
step:18515/40500 train_loss:1.6487 aux_loss:0.0028 train_time:13359305ms step_avg:721.93ms
step:18516/40500 train_loss:1.5733 aux_loss:0.0033 train_time:13360023ms step_avg:721.93ms
step:18517/40500 train_loss:1.6038 aux_loss:0.0028 train_time:13360739ms step_avg:721.93ms
step:18518/40500 train_loss:1.5973 aux_loss:0.0029 train_time:13361458ms step_avg:721.93ms
step:18519/40500 train_loss:1.6246 aux_loss:0.0029 train_time:13362180ms step_avg:721.93ms
step:18520/40500 train_loss:1.6365 aux_loss:0.0030 train_time:13362900ms step_avg:721.93ms
step:18521/40500 train_loss:1.5511 aux_loss:0.0026 train_time:13363621ms step_avg:721.93ms
step:18522/40500 train_loss:1.6560 aux_loss:0.0028 train_time:13364340ms step_avg:721.93ms
step:18523/40500 train_loss:1.5981 aux_loss:0.0029 train_time:13365063ms step_avg:721.93ms
step:18524/40500 train_loss:1.6078 aux_loss:0.0026 train_time:13365783ms step_avg:721.93ms
step:18525/40500 train_loss:1.6321 aux_loss:0.0028 train_time:13366502ms step_avg:721.93ms
step:18526/40500 train_loss:1.5742 aux_loss:0.0027 train_time:13367221ms step_avg:721.93ms
step:18527/40500 train_loss:1.5705 aux_loss:0.0027 train_time:13367941ms step_avg:721.93ms
step:18528/40500 train_loss:1.6368 aux_loss:0.0029 train_time:13368660ms step_avg:721.93ms
step:18529/40500 train_loss:1.5495 aux_loss:0.0028 train_time:13369381ms step_avg:721.93ms
step:18530/40500 train_loss:1.6046 aux_loss:0.0028 train_time:13370100ms step_avg:721.93ms
step:18531/40500 train_loss:1.6143 aux_loss:0.0026 train_time:13370821ms step_avg:721.93ms
step:18532/40500 train_loss:1.6059 aux_loss:0.0027 train_time:13371542ms step_avg:721.93ms
step:18533/40500 train_loss:1.6515 aux_loss:0.0030 train_time:13372261ms step_avg:721.93ms
step:18534/40500 train_loss:1.5502 aux_loss:0.0031 train_time:13372981ms step_avg:721.93ms
step:18535/40500 train_loss:1.6144 aux_loss:0.0026 train_time:13373699ms step_avg:721.93ms
step:18536/40500 train_loss:1.6075 aux_loss:0.0028 train_time:13374419ms step_avg:721.93ms
step:18537/40500 train_loss:1.5855 aux_loss:0.0028 train_time:13375139ms step_avg:721.93ms
step:18538/40500 train_loss:1.6583 aux_loss:0.0029 train_time:13375859ms step_avg:721.93ms
step:18539/40500 train_loss:1.6163 aux_loss:0.0028 train_time:13376579ms step_avg:721.93ms
step:18540/40500 train_loss:1.6445 aux_loss:0.0028 train_time:13377300ms step_avg:721.93ms
step:18541/40500 train_loss:1.6348 aux_loss:0.0030 train_time:13378020ms step_avg:721.93ms
step:18542/40500 train_loss:1.6356 aux_loss:0.0028 train_time:13378739ms step_avg:721.93ms
step:18543/40500 train_loss:1.5762 aux_loss:0.0029 train_time:13379459ms step_avg:721.93ms
step:18544/40500 train_loss:1.5577 aux_loss:0.0030 train_time:13380178ms step_avg:721.93ms
step:18545/40500 train_loss:1.6150 aux_loss:0.0029 train_time:13380898ms step_avg:721.93ms
step:18546/40500 train_loss:1.5952 aux_loss:0.0029 train_time:13381617ms step_avg:721.93ms
step:18547/40500 train_loss:1.5916 aux_loss:0.0029 train_time:13382337ms step_avg:721.93ms
step:18548/40500 train_loss:1.6405 aux_loss:0.0028 train_time:13383058ms step_avg:721.93ms
step:18549/40500 train_loss:1.5746 aux_loss:0.0028 train_time:13383777ms step_avg:721.93ms
step:18550/40500 train_loss:1.6115 aux_loss:0.0027 train_time:13384496ms step_avg:721.93ms
step:18551/40500 train_loss:1.6193 aux_loss:0.0029 train_time:13385216ms step_avg:721.93ms
step:18552/40500 train_loss:1.6144 aux_loss:0.0031 train_time:13385934ms step_avg:721.93ms
step:18553/40500 train_loss:1.6144 aux_loss:0.0028 train_time:13386655ms step_avg:721.92ms
step:18554/40500 train_loss:1.6125 aux_loss:0.0033 train_time:13387375ms step_avg:721.92ms
step:18555/40500 train_loss:1.6119 aux_loss:0.0028 train_time:13388094ms step_avg:721.92ms
step:18556/40500 train_loss:1.5703 aux_loss:0.0029 train_time:13388814ms step_avg:721.92ms
step:18557/40500 train_loss:1.5889 aux_loss:0.0028 train_time:13389535ms step_avg:721.92ms
step:18558/40500 train_loss:1.5976 aux_loss:0.0028 train_time:13390255ms step_avg:721.92ms
step:18559/40500 train_loss:1.5955 aux_loss:0.0029 train_time:13390975ms step_avg:721.92ms
step:18560/40500 train_loss:1.6163 aux_loss:0.0030 train_time:13391694ms step_avg:721.92ms
step:18561/40500 train_loss:1.6066 aux_loss:0.0029 train_time:13392414ms step_avg:721.92ms
step:18562/40500 train_loss:1.5554 aux_loss:0.0028 train_time:13393134ms step_avg:721.92ms
step:18563/40500 train_loss:1.5851 aux_loss:0.0028 train_time:13393854ms step_avg:721.92ms
step:18564/40500 train_loss:1.5487 aux_loss:0.0027 train_time:13394574ms step_avg:721.92ms
step:18565/40500 train_loss:1.5779 aux_loss:0.0031 train_time:13395295ms step_avg:721.92ms
step:18566/40500 train_loss:1.6178 aux_loss:0.0033 train_time:13396015ms step_avg:721.92ms
step:18567/40500 train_loss:1.6340 aux_loss:0.0026 train_time:13396735ms step_avg:721.92ms
step:18568/40500 train_loss:1.5548 aux_loss:0.0026 train_time:13397455ms step_avg:721.92ms
step:18569/40500 train_loss:1.6516 aux_loss:0.0028 train_time:13398174ms step_avg:721.92ms
step:18570/40500 train_loss:1.6388 aux_loss:0.0027 train_time:13398893ms step_avg:721.92ms
step:18571/40500 train_loss:1.5826 aux_loss:0.0034 train_time:13399613ms step_avg:721.92ms
step:18572/40500 train_loss:1.5788 aux_loss:0.0034 train_time:13400331ms step_avg:721.92ms
step:18573/40500 train_loss:1.5415 aux_loss:0.0029 train_time:13401051ms step_avg:721.92ms
step:18574/40500 train_loss:1.6034 aux_loss:0.0032 train_time:13401771ms step_avg:721.92ms
step:18575/40500 train_loss:1.7458 aux_loss:0.0028 train_time:13402492ms step_avg:721.92ms
step:18576/40500 train_loss:1.6265 aux_loss:0.0027 train_time:13403212ms step_avg:721.92ms
step:18577/40500 train_loss:1.4703 aux_loss:0.0025 train_time:13403931ms step_avg:721.92ms
step:18578/40500 train_loss:1.5914 aux_loss:0.0027 train_time:13404651ms step_avg:721.92ms
step:18579/40500 train_loss:1.5825 aux_loss:0.0028 train_time:13405370ms step_avg:721.92ms
step:18580/40500 train_loss:1.5878 aux_loss:0.0027 train_time:13406090ms step_avg:721.92ms
step:18581/40500 train_loss:1.6033 aux_loss:0.0025 train_time:13406809ms step_avg:721.92ms
step:18582/40500 train_loss:1.5926 aux_loss:0.0026 train_time:13407529ms step_avg:721.92ms
step:18583/40500 train_loss:1.5566 aux_loss:0.0026 train_time:13408251ms step_avg:721.92ms
step:18584/40500 train_loss:1.5922 aux_loss:0.0026 train_time:13408971ms step_avg:721.92ms
step:18585/40500 train_loss:1.6863 aux_loss:0.0026 train_time:13409690ms step_avg:721.92ms
step:18586/40500 train_loss:1.5822 aux_loss:0.0028 train_time:13410410ms step_avg:721.92ms
step:18587/40500 train_loss:1.5727 aux_loss:0.0029 train_time:13411130ms step_avg:721.92ms
step:18588/40500 train_loss:1.6661 aux_loss:0.0030 train_time:13411851ms step_avg:721.92ms
step:18589/40500 train_loss:1.5754 aux_loss:0.0028 train_time:13412570ms step_avg:721.92ms
step:18590/40500 train_loss:1.5853 aux_loss:0.0032 train_time:13413289ms step_avg:721.92ms
step:18591/40500 train_loss:1.5644 aux_loss:0.0027 train_time:13414008ms step_avg:721.92ms
step:18592/40500 train_loss:1.5886 aux_loss:0.0027 train_time:13414730ms step_avg:721.92ms
step:18593/40500 train_loss:1.5673 aux_loss:0.0028 train_time:13415449ms step_avg:721.92ms
step:18594/40500 train_loss:1.6193 aux_loss:0.0028 train_time:13416170ms step_avg:721.92ms
step:18595/40500 train_loss:1.6023 aux_loss:0.0028 train_time:13416889ms step_avg:721.92ms
step:18596/40500 train_loss:1.6428 aux_loss:0.0026 train_time:13417609ms step_avg:721.92ms
step:18597/40500 train_loss:1.6517 aux_loss:0.0026 train_time:13418331ms step_avg:721.92ms
step:18598/40500 train_loss:1.6489 aux_loss:0.0027 train_time:13419052ms step_avg:721.92ms
step:18599/40500 train_loss:1.5662 aux_loss:0.0027 train_time:13419773ms step_avg:721.92ms
step:18600/40500 train_loss:1.5297 aux_loss:0.0028 train_time:13420494ms step_avg:721.92ms
step:18601/40500 train_loss:1.6388 aux_loss:0.0028 train_time:13421214ms step_avg:721.92ms
step:18602/40500 train_loss:1.5825 aux_loss:0.0029 train_time:13421934ms step_avg:721.92ms
step:18603/40500 train_loss:1.6437 aux_loss:0.0027 train_time:13422655ms step_avg:721.92ms
step:18604/40500 train_loss:1.6174 aux_loss:0.0027 train_time:13423376ms step_avg:721.92ms
step:18605/40500 train_loss:1.6157 aux_loss:0.0027 train_time:13424097ms step_avg:721.92ms
step:18606/40500 train_loss:1.5793 aux_loss:0.0028 train_time:13424815ms step_avg:721.92ms
step:18607/40500 train_loss:1.5757 aux_loss:0.0029 train_time:13425535ms step_avg:721.92ms
step:18608/40500 train_loss:1.6011 aux_loss:0.0030 train_time:13426254ms step_avg:721.92ms
step:18609/40500 train_loss:1.6475 aux_loss:0.0028 train_time:13426973ms step_avg:721.92ms
step:18610/40500 train_loss:1.6185 aux_loss:0.0028 train_time:13427692ms step_avg:721.92ms
step:18611/40500 train_loss:1.6317 aux_loss:0.0028 train_time:13428410ms step_avg:721.92ms
step:18612/40500 train_loss:1.6529 aux_loss:0.0027 train_time:13429129ms step_avg:721.92ms
step:18613/40500 train_loss:1.5876 aux_loss:0.0027 train_time:13429847ms step_avg:721.92ms
step:18614/40500 train_loss:1.6687 aux_loss:0.0031 train_time:13430565ms step_avg:721.92ms
step:18615/40500 train_loss:1.5901 aux_loss:0.0028 train_time:13431285ms step_avg:721.92ms
step:18616/40500 train_loss:1.5882 aux_loss:0.0026 train_time:13432005ms step_avg:721.92ms
step:18617/40500 train_loss:1.6462 aux_loss:0.0026 train_time:13432725ms step_avg:721.92ms
step:18618/40500 train_loss:1.6231 aux_loss:0.0027 train_time:13433445ms step_avg:721.92ms
step:18619/40500 train_loss:1.6020 aux_loss:0.0030 train_time:13434165ms step_avg:721.92ms
step:18620/40500 train_loss:1.6073 aux_loss:0.0029 train_time:13434884ms step_avg:721.92ms
step:18621/40500 train_loss:1.5902 aux_loss:0.0036 train_time:13435604ms step_avg:721.92ms
step:18622/40500 train_loss:1.5666 aux_loss:0.0029 train_time:13436323ms step_avg:721.92ms
step:18623/40500 train_loss:1.6112 aux_loss:0.0028 train_time:13437044ms step_avg:721.92ms
step:18624/40500 train_loss:1.6068 aux_loss:0.0027 train_time:13437764ms step_avg:721.92ms
step:18625/40500 train_loss:1.5242 aux_loss:0.0028 train_time:13438483ms step_avg:721.92ms
step:18626/40500 train_loss:1.5448 aux_loss:0.0028 train_time:13439202ms step_avg:721.92ms
step:18627/40500 train_loss:1.5384 aux_loss:0.0026 train_time:13439922ms step_avg:721.92ms
step:18628/40500 train_loss:1.5943 aux_loss:0.0027 train_time:13440640ms step_avg:721.92ms
step:18629/40500 train_loss:1.6643 aux_loss:0.0027 train_time:13441361ms step_avg:721.92ms
step:18630/40500 train_loss:1.5724 aux_loss:0.0028 train_time:13442081ms step_avg:721.92ms
step:18631/40500 train_loss:1.5895 aux_loss:0.0027 train_time:13442800ms step_avg:721.92ms
step:18632/40500 train_loss:1.6176 aux_loss:0.0028 train_time:13443520ms step_avg:721.92ms
step:18633/40500 train_loss:1.5311 aux_loss:0.0029 train_time:13444239ms step_avg:721.92ms
step:18634/40500 train_loss:1.6475 aux_loss:0.0029 train_time:13444958ms step_avg:721.92ms
step:18635/40500 train_loss:1.6440 aux_loss:0.0029 train_time:13445676ms step_avg:721.92ms
step:18636/40500 train_loss:1.6260 aux_loss:0.0028 train_time:13446398ms step_avg:721.92ms
step:18637/40500 train_loss:1.5848 aux_loss:0.0028 train_time:13447119ms step_avg:721.92ms
step:18638/40500 train_loss:1.6164 aux_loss:0.0029 train_time:13447838ms step_avg:721.92ms
step:18639/40500 train_loss:1.6055 aux_loss:0.0029 train_time:13448560ms step_avg:721.92ms
step:18640/40500 train_loss:1.5733 aux_loss:0.0028 train_time:13449278ms step_avg:721.92ms
step:18641/40500 train_loss:1.6155 aux_loss:0.0028 train_time:13449999ms step_avg:721.92ms
step:18642/40500 train_loss:1.6166 aux_loss:0.0028 train_time:13450719ms step_avg:721.91ms
step:18643/40500 train_loss:1.6075 aux_loss:0.0027 train_time:13451438ms step_avg:721.91ms
step:18644/40500 train_loss:1.5850 aux_loss:0.0026 train_time:13452157ms step_avg:721.91ms
step:18645/40500 train_loss:1.5540 aux_loss:0.0027 train_time:13452878ms step_avg:721.91ms
step:18646/40500 train_loss:1.6147 aux_loss:0.0029 train_time:13453599ms step_avg:721.91ms
step:18647/40500 train_loss:1.6166 aux_loss:0.0030 train_time:13454318ms step_avg:721.91ms
step:18648/40500 train_loss:1.6165 aux_loss:0.0031 train_time:13455037ms step_avg:721.91ms
step:18649/40500 train_loss:1.6395 aux_loss:0.0033 train_time:13455755ms step_avg:721.91ms
step:18650/40500 train_loss:1.6107 aux_loss:0.0029 train_time:13456476ms step_avg:721.91ms
step:18651/40500 train_loss:1.6249 aux_loss:0.0029 train_time:13457194ms step_avg:721.91ms
step:18652/40500 train_loss:1.6684 aux_loss:0.0029 train_time:13457916ms step_avg:721.91ms
step:18653/40500 train_loss:1.5333 aux_loss:0.0027 train_time:13458636ms step_avg:721.91ms
step:18654/40500 train_loss:1.6427 aux_loss:0.0028 train_time:13459356ms step_avg:721.91ms
step:18655/40500 train_loss:1.5634 aux_loss:0.0028 train_time:13460075ms step_avg:721.91ms
step:18656/40500 train_loss:1.6035 aux_loss:0.0028 train_time:13460793ms step_avg:721.91ms
step:18657/40500 train_loss:1.5928 aux_loss:0.0027 train_time:13461511ms step_avg:721.91ms
step:18658/40500 train_loss:1.5213 aux_loss:0.0028 train_time:13462231ms step_avg:721.91ms
step:18659/40500 train_loss:1.5543 aux_loss:0.0029 train_time:13462953ms step_avg:721.91ms
step:18660/40500 train_loss:1.5991 aux_loss:0.0033 train_time:13463672ms step_avg:721.91ms
step:18661/40500 train_loss:1.5704 aux_loss:0.0028 train_time:13464394ms step_avg:721.91ms
step:18662/40500 train_loss:1.5660 aux_loss:0.0028 train_time:13465116ms step_avg:721.91ms
step:18663/40500 train_loss:1.5927 aux_loss:0.0027 train_time:13465834ms step_avg:721.91ms
step:18664/40500 train_loss:1.5896 aux_loss:0.0028 train_time:13466554ms step_avg:721.91ms
step:18665/40500 train_loss:1.6757 aux_loss:0.0029 train_time:13467273ms step_avg:721.91ms
step:18666/40500 train_loss:1.6367 aux_loss:0.0029 train_time:13467993ms step_avg:721.91ms
step:18667/40500 train_loss:1.6152 aux_loss:0.0028 train_time:13468712ms step_avg:721.91ms
step:18668/40500 train_loss:1.5664 aux_loss:0.0027 train_time:13469432ms step_avg:721.91ms
step:18669/40500 train_loss:1.6469 aux_loss:0.0027 train_time:13470153ms step_avg:721.91ms
step:18670/40500 train_loss:1.5755 aux_loss:0.0027 train_time:13470873ms step_avg:721.91ms
step:18671/40500 train_loss:1.5397 aux_loss:0.0031 train_time:13471593ms step_avg:721.91ms
step:18672/40500 train_loss:1.6843 aux_loss:0.0034 train_time:13472313ms step_avg:721.91ms
step:18673/40500 train_loss:1.5583 aux_loss:0.0029 train_time:13473033ms step_avg:721.91ms
step:18674/40500 train_loss:1.5955 aux_loss:0.0031 train_time:13473753ms step_avg:721.91ms
step:18675/40500 train_loss:1.6339 aux_loss:0.0028 train_time:13474472ms step_avg:721.91ms
step:18676/40500 train_loss:1.6295 aux_loss:0.0028 train_time:13475191ms step_avg:721.91ms
step:18677/40500 train_loss:1.6210 aux_loss:0.0030 train_time:13475910ms step_avg:721.91ms
step:18678/40500 train_loss:1.6614 aux_loss:0.0030 train_time:13476630ms step_avg:721.91ms
step:18679/40500 train_loss:1.6059 aux_loss:0.0027 train_time:13477350ms step_avg:721.91ms
step:18680/40500 train_loss:1.5900 aux_loss:0.0028 train_time:13478070ms step_avg:721.91ms
step:18681/40500 train_loss:1.6389 aux_loss:0.0028 train_time:13478793ms step_avg:721.91ms
step:18682/40500 train_loss:1.6770 aux_loss:0.0027 train_time:13479513ms step_avg:721.91ms
step:18683/40500 train_loss:1.6378 aux_loss:0.0028 train_time:13480234ms step_avg:721.91ms
step:18684/40500 train_loss:1.6223 aux_loss:0.0028 train_time:13480953ms step_avg:721.91ms
step:18685/40500 train_loss:1.6127 aux_loss:0.0032 train_time:13481672ms step_avg:721.91ms
step:18686/40500 train_loss:1.6093 aux_loss:0.0027 train_time:13482391ms step_avg:721.91ms
step:18687/40500 train_loss:1.6295 aux_loss:0.0035 train_time:13483111ms step_avg:721.91ms
step:18688/40500 train_loss:1.5574 aux_loss:0.0028 train_time:13483831ms step_avg:721.91ms
step:18689/40500 train_loss:1.5871 aux_loss:0.0029 train_time:13484550ms step_avg:721.91ms
step:18690/40500 train_loss:1.6313 aux_loss:0.0030 train_time:13485268ms step_avg:721.91ms
step:18691/40500 train_loss:1.6242 aux_loss:0.0029 train_time:13485989ms step_avg:721.91ms
step:18692/40500 train_loss:1.5945 aux_loss:0.0027 train_time:13486709ms step_avg:721.91ms
step:18693/40500 train_loss:1.6586 aux_loss:0.0027 train_time:13487429ms step_avg:721.91ms
step:18694/40500 train_loss:1.6490 aux_loss:0.0025 train_time:13488149ms step_avg:721.91ms
step:18695/40500 train_loss:1.6506 aux_loss:0.0027 train_time:13488864ms step_avg:721.91ms
step:18696/40500 train_loss:1.6081 aux_loss:0.0027 train_time:13489587ms step_avg:721.91ms
step:18697/40500 train_loss:1.5684 aux_loss:0.0026 train_time:13490309ms step_avg:721.91ms
step:18698/40500 train_loss:1.6464 aux_loss:0.0029 train_time:13491027ms step_avg:721.91ms
step:18699/40500 train_loss:1.5534 aux_loss:0.0026 train_time:13491748ms step_avg:721.91ms
step:18700/40500 train_loss:1.5695 aux_loss:0.0028 train_time:13492469ms step_avg:721.91ms
step:18701/40500 train_loss:1.6249 aux_loss:0.0026 train_time:13493187ms step_avg:721.91ms
step:18702/40500 train_loss:1.5875 aux_loss:0.0032 train_time:13493908ms step_avg:721.91ms
step:18703/40500 train_loss:1.6333 aux_loss:0.0027 train_time:13494628ms step_avg:721.91ms
step:18704/40500 train_loss:1.6536 aux_loss:0.0028 train_time:13495347ms step_avg:721.91ms
step:18705/40500 train_loss:1.5646 aux_loss:0.0027 train_time:13496066ms step_avg:721.91ms
step:18706/40500 train_loss:1.6374 aux_loss:0.0028 train_time:13496786ms step_avg:721.91ms
step:18707/40500 train_loss:1.6158 aux_loss:0.0030 train_time:13497506ms step_avg:721.91ms
step:18708/40500 train_loss:1.6106 aux_loss:0.0030 train_time:13498226ms step_avg:721.91ms
step:18709/40500 train_loss:1.6198 aux_loss:0.0030 train_time:13498947ms step_avg:721.91ms
step:18710/40500 train_loss:1.5541 aux_loss:0.0029 train_time:13499666ms step_avg:721.91ms
step:18711/40500 train_loss:1.6109 aux_loss:0.0028 train_time:13500387ms step_avg:721.91ms
step:18712/40500 train_loss:1.5883 aux_loss:0.0029 train_time:13501107ms step_avg:721.91ms
step:18713/40500 train_loss:1.5192 aux_loss:0.0026 train_time:13501827ms step_avg:721.91ms
step:18714/40500 train_loss:1.5635 aux_loss:0.0027 train_time:13502547ms step_avg:721.91ms
step:18715/40500 train_loss:1.5880 aux_loss:0.0028 train_time:13503266ms step_avg:721.91ms
step:18716/40500 train_loss:1.5967 aux_loss:0.0028 train_time:13503985ms step_avg:721.91ms
step:18717/40500 train_loss:1.5869 aux_loss:0.0029 train_time:13504703ms step_avg:721.91ms
step:18718/40500 train_loss:1.5615 aux_loss:0.0029 train_time:13505425ms step_avg:721.91ms
step:18719/40500 train_loss:1.5849 aux_loss:0.0029 train_time:13506144ms step_avg:721.91ms
step:18720/40500 train_loss:1.6233 aux_loss:0.0029 train_time:13506864ms step_avg:721.91ms
step:18721/40500 train_loss:1.6115 aux_loss:0.0028 train_time:13507586ms step_avg:721.91ms
step:18722/40500 train_loss:1.6124 aux_loss:0.0030 train_time:13508305ms step_avg:721.91ms
step:18723/40500 train_loss:1.5950 aux_loss:0.0028 train_time:13509025ms step_avg:721.91ms
step:18724/40500 train_loss:1.5642 aux_loss:0.0028 train_time:13509745ms step_avg:721.91ms
step:18725/40500 train_loss:1.5817 aux_loss:0.0026 train_time:13510465ms step_avg:721.91ms
step:18726/40500 train_loss:1.6691 aux_loss:0.0029 train_time:13511185ms step_avg:721.91ms
step:18727/40500 train_loss:1.6330 aux_loss:0.0030 train_time:13511903ms step_avg:721.91ms
step:18728/40500 train_loss:1.6360 aux_loss:0.0029 train_time:13512624ms step_avg:721.91ms
step:18729/40500 train_loss:1.6357 aux_loss:0.0031 train_time:13513343ms step_avg:721.91ms
step:18730/40500 train_loss:1.6094 aux_loss:0.0028 train_time:13514062ms step_avg:721.91ms
step:18731/40500 train_loss:1.5923 aux_loss:0.0026 train_time:13514781ms step_avg:721.90ms
step:18732/40500 train_loss:1.6612 aux_loss:0.0026 train_time:13515501ms step_avg:721.90ms
step:18733/40500 train_loss:1.6172 aux_loss:0.0027 train_time:13516220ms step_avg:721.90ms
step:18734/40500 train_loss:1.5919 aux_loss:0.0027 train_time:13516940ms step_avg:721.90ms
step:18735/40500 train_loss:1.6112 aux_loss:0.0028 train_time:13517661ms step_avg:721.90ms
step:18736/40500 train_loss:1.5567 aux_loss:0.0030 train_time:13518381ms step_avg:721.90ms
step:18737/40500 train_loss:1.5961 aux_loss:0.0027 train_time:13519102ms step_avg:721.90ms
step:18738/40500 train_loss:1.5752 aux_loss:0.0028 train_time:13519824ms step_avg:721.90ms
step:18739/40500 train_loss:1.6199 aux_loss:0.0030 train_time:13520544ms step_avg:721.90ms
step:18740/40500 train_loss:1.6241 aux_loss:0.0026 train_time:13521264ms step_avg:721.90ms
step:18741/40500 train_loss:1.5796 aux_loss:0.0048 train_time:13521984ms step_avg:721.90ms
step:18742/40500 train_loss:1.6294 aux_loss:0.0028 train_time:13522705ms step_avg:721.90ms
step:18743/40500 train_loss:1.6236 aux_loss:0.0028 train_time:13523425ms step_avg:721.90ms
step:18744/40500 train_loss:1.5640 aux_loss:0.0028 train_time:13524145ms step_avg:721.90ms
step:18745/40500 train_loss:1.6098 aux_loss:0.0029 train_time:13524865ms step_avg:721.90ms
step:18746/40500 train_loss:1.6187 aux_loss:0.0027 train_time:13525586ms step_avg:721.90ms
step:18747/40500 train_loss:1.5904 aux_loss:0.0027 train_time:13526307ms step_avg:721.90ms
step:18748/40500 train_loss:1.5914 aux_loss:0.0032 train_time:13527027ms step_avg:721.90ms
step:18749/40500 train_loss:1.6364 aux_loss:0.0029 train_time:13527749ms step_avg:721.90ms
step:18750/40500 train_loss:1.5731 aux_loss:0.0028 train_time:13528471ms step_avg:721.90ms
step:18751/40500 train_loss:1.6389 aux_loss:0.0029 train_time:13529190ms step_avg:721.90ms
step:18752/40500 train_loss:1.5798 aux_loss:0.0026 train_time:13529910ms step_avg:721.90ms
step:18753/40500 train_loss:1.6050 aux_loss:0.0026 train_time:13530630ms step_avg:721.90ms
step:18754/40500 train_loss:1.6364 aux_loss:0.0028 train_time:13531352ms step_avg:721.90ms
step:18755/40500 train_loss:1.6686 aux_loss:0.0028 train_time:13532071ms step_avg:721.90ms
step:18756/40500 train_loss:1.5896 aux_loss:0.0028 train_time:13532792ms step_avg:721.90ms
step:18757/40500 train_loss:1.6333 aux_loss:0.0027 train_time:13533514ms step_avg:721.90ms
step:18758/40500 train_loss:1.6806 aux_loss:0.0027 train_time:13534234ms step_avg:721.90ms
step:18759/40500 train_loss:1.5907 aux_loss:0.0028 train_time:13534953ms step_avg:721.90ms
step:18760/40500 train_loss:1.6134 aux_loss:0.0027 train_time:13535674ms step_avg:721.90ms
step:18761/40500 train_loss:1.6141 aux_loss:0.0028 train_time:13536393ms step_avg:721.90ms
step:18762/40500 train_loss:1.6666 aux_loss:0.0026 train_time:13537114ms step_avg:721.90ms
step:18763/40500 train_loss:1.5541 aux_loss:0.0027 train_time:13537833ms step_avg:721.90ms
step:18764/40500 train_loss:1.6665 aux_loss:0.0031 train_time:13538555ms step_avg:721.90ms
step:18765/40500 train_loss:1.6435 aux_loss:0.0029 train_time:13539273ms step_avg:721.90ms
step:18766/40500 train_loss:1.5772 aux_loss:0.0029 train_time:13539995ms step_avg:721.90ms
step:18767/40500 train_loss:1.5876 aux_loss:0.0029 train_time:13540713ms step_avg:721.90ms
step:18768/40500 train_loss:1.5924 aux_loss:0.0032 train_time:13541433ms step_avg:721.90ms
step:18769/40500 train_loss:1.6153 aux_loss:0.0031 train_time:13542154ms step_avg:721.90ms
step:18770/40500 train_loss:1.6616 aux_loss:0.0029 train_time:13542873ms step_avg:721.90ms
step:18771/40500 train_loss:1.6462 aux_loss:0.0029 train_time:13543593ms step_avg:721.90ms
step:18772/40500 train_loss:1.5882 aux_loss:0.0029 train_time:13544312ms step_avg:721.90ms
step:18773/40500 train_loss:1.6137 aux_loss:0.0029 train_time:13545033ms step_avg:721.90ms
step:18774/40500 train_loss:1.6578 aux_loss:0.0030 train_time:13545753ms step_avg:721.90ms
step:18775/40500 train_loss:1.5921 aux_loss:0.0030 train_time:13546472ms step_avg:721.90ms
step:18776/40500 train_loss:1.5612 aux_loss:0.0029 train_time:13547192ms step_avg:721.90ms
step:18777/40500 train_loss:1.6255 aux_loss:0.0033 train_time:13547911ms step_avg:721.90ms
step:18778/40500 train_loss:1.6477 aux_loss:0.0027 train_time:13548632ms step_avg:721.90ms
step:18779/40500 train_loss:1.5697 aux_loss:0.0026 train_time:13549351ms step_avg:721.90ms
step:18780/40500 train_loss:1.6468 aux_loss:0.0028 train_time:13550070ms step_avg:721.90ms
step:18781/40500 train_loss:1.5739 aux_loss:0.0028 train_time:13550789ms step_avg:721.90ms
step:18782/40500 train_loss:1.5858 aux_loss:0.0031 train_time:13551510ms step_avg:721.90ms
step:18783/40500 train_loss:1.5648 aux_loss:0.0028 train_time:13552231ms step_avg:721.90ms
step:18784/40500 train_loss:1.5877 aux_loss:0.0028 train_time:13552950ms step_avg:721.90ms
step:18785/40500 train_loss:1.5571 aux_loss:0.0027 train_time:13553671ms step_avg:721.90ms
step:18786/40500 train_loss:1.5853 aux_loss:0.0027 train_time:13554390ms step_avg:721.90ms
step:18787/40500 train_loss:1.6188 aux_loss:0.0028 train_time:13555110ms step_avg:721.90ms
step:18788/40500 train_loss:1.5573 aux_loss:0.0027 train_time:13555830ms step_avg:721.90ms
step:18789/40500 train_loss:1.5556 aux_loss:0.0029 train_time:13556549ms step_avg:721.90ms
step:18790/40500 train_loss:1.6038 aux_loss:0.0030 train_time:13557270ms step_avg:721.90ms
step:18791/40500 train_loss:1.6502 aux_loss:0.0029 train_time:13557989ms step_avg:721.90ms
step:18792/40500 train_loss:1.6273 aux_loss:0.0029 train_time:13558709ms step_avg:721.90ms
step:18793/40500 train_loss:1.6076 aux_loss:0.0028 train_time:13559430ms step_avg:721.90ms
step:18794/40500 train_loss:1.6712 aux_loss:0.0030 train_time:13560148ms step_avg:721.90ms
step:18795/40500 train_loss:1.6418 aux_loss:0.0028 train_time:13560871ms step_avg:721.90ms
step:18796/40500 train_loss:1.5486 aux_loss:0.0027 train_time:13561589ms step_avg:721.90ms
step:18797/40500 train_loss:1.5932 aux_loss:0.0027 train_time:13562309ms step_avg:721.90ms
step:18798/40500 train_loss:1.6403 aux_loss:0.0029 train_time:13563029ms step_avg:721.90ms
step:18799/40500 train_loss:1.6057 aux_loss:0.0028 train_time:13563749ms step_avg:721.90ms
step:18800/40500 train_loss:1.6462 aux_loss:0.0029 train_time:13564467ms step_avg:721.90ms
step:18801/40500 train_loss:1.5748 aux_loss:0.0028 train_time:13565187ms step_avg:721.90ms
step:18802/40500 train_loss:1.5963 aux_loss:0.0027 train_time:13565907ms step_avg:721.90ms
step:18803/40500 train_loss:1.6054 aux_loss:0.0029 train_time:13566629ms step_avg:721.90ms
step:18804/40500 train_loss:1.5688 aux_loss:0.0029 train_time:13567352ms step_avg:721.90ms
step:18805/40500 train_loss:1.6397 aux_loss:0.0030 train_time:13568075ms step_avg:721.90ms
step:18806/40500 train_loss:1.5999 aux_loss:0.0030 train_time:13568800ms step_avg:721.90ms
step:18807/40500 train_loss:1.6320 aux_loss:0.0029 train_time:13569525ms step_avg:721.90ms
step:18808/40500 train_loss:1.6729 aux_loss:0.0029 train_time:13570246ms step_avg:721.90ms
step:18809/40500 train_loss:1.5879 aux_loss:0.0028 train_time:13570967ms step_avg:721.90ms
step:18810/40500 train_loss:1.6225 aux_loss:0.0028 train_time:13571692ms step_avg:721.90ms
step:18811/40500 train_loss:1.5979 aux_loss:0.0028 train_time:13572414ms step_avg:721.90ms
step:18812/40500 train_loss:1.6044 aux_loss:0.0029 train_time:13573137ms step_avg:721.90ms
step:18813/40500 train_loss:1.5569 aux_loss:0.0026 train_time:13573863ms step_avg:721.90ms
step:18814/40500 train_loss:1.6318 aux_loss:0.0027 train_time:13574585ms step_avg:721.90ms
step:18815/40500 train_loss:1.6529 aux_loss:0.0028 train_time:13575306ms step_avg:721.90ms
step:18816/40500 train_loss:1.6316 aux_loss:0.0027 train_time:13576029ms step_avg:721.90ms
step:18817/40500 train_loss:1.5758 aux_loss:0.0028 train_time:13576752ms step_avg:721.90ms
step:18818/40500 train_loss:1.6355 aux_loss:0.0028 train_time:13577474ms step_avg:721.90ms
step:18819/40500 train_loss:1.6360 aux_loss:0.0029 train_time:13578196ms step_avg:721.90ms
step:18820/40500 train_loss:1.5766 aux_loss:0.0028 train_time:13578916ms step_avg:721.90ms
step:18821/40500 train_loss:1.6082 aux_loss:0.0026 train_time:13579640ms step_avg:721.90ms
step:18822/40500 train_loss:1.5813 aux_loss:0.0026 train_time:13580362ms step_avg:721.90ms
step:18823/40500 train_loss:1.6541 aux_loss:0.0028 train_time:13581084ms step_avg:721.90ms
step:18824/40500 train_loss:1.6088 aux_loss:0.0029 train_time:13581806ms step_avg:721.90ms
step:18825/40500 train_loss:1.6942 aux_loss:0.0029 train_time:13582527ms step_avg:721.90ms
step:18826/40500 train_loss:1.5770 aux_loss:0.0027 train_time:13583248ms step_avg:721.90ms
step:18827/40500 train_loss:1.5494 aux_loss:0.0032 train_time:13583969ms step_avg:721.90ms
step:18828/40500 train_loss:1.6682 aux_loss:0.0029 train_time:13584690ms step_avg:721.90ms
step:18829/40500 train_loss:1.6101 aux_loss:0.0028 train_time:13585412ms step_avg:721.90ms
step:18830/40500 train_loss:1.5584 aux_loss:0.0028 train_time:13586136ms step_avg:721.90ms
step:18831/40500 train_loss:1.6109 aux_loss:0.0026 train_time:13586859ms step_avg:721.90ms
step:18832/40500 train_loss:1.5452 aux_loss:0.0027 train_time:13587579ms step_avg:721.90ms
step:18833/40500 train_loss:1.6035 aux_loss:0.0028 train_time:13588299ms step_avg:721.90ms
step:18834/40500 train_loss:1.5753 aux_loss:0.0031 train_time:13589021ms step_avg:721.90ms
step:18835/40500 train_loss:1.5845 aux_loss:0.0029 train_time:13589743ms step_avg:721.90ms
step:18836/40500 train_loss:1.5841 aux_loss:0.0031 train_time:13590464ms step_avg:721.90ms
step:18837/40500 train_loss:1.6131 aux_loss:0.0028 train_time:13591184ms step_avg:721.90ms
step:18838/40500 train_loss:1.6241 aux_loss:0.0029 train_time:13591906ms step_avg:721.90ms
step:18839/40500 train_loss:1.6225 aux_loss:0.0034 train_time:13592628ms step_avg:721.90ms
step:18840/40500 train_loss:1.6114 aux_loss:0.0029 train_time:13593351ms step_avg:721.90ms
step:18841/40500 train_loss:1.6159 aux_loss:0.0030 train_time:13594074ms step_avg:721.90ms
step:18842/40500 train_loss:1.6316 aux_loss:0.0028 train_time:13594794ms step_avg:721.90ms
step:18843/40500 train_loss:1.6895 aux_loss:0.0027 train_time:13595519ms step_avg:721.90ms
step:18844/40500 train_loss:1.5759 aux_loss:0.0027 train_time:13596241ms step_avg:721.90ms
step:18845/40500 train_loss:1.6403 aux_loss:0.0028 train_time:13596962ms step_avg:721.90ms
step:18846/40500 train_loss:1.6341 aux_loss:0.0028 train_time:13597683ms step_avg:721.90ms
step:18847/40500 train_loss:1.5880 aux_loss:0.0028 train_time:13598408ms step_avg:721.90ms
step:18848/40500 train_loss:1.5837 aux_loss:0.0030 train_time:13599131ms step_avg:721.90ms
step:18849/40500 train_loss:1.6732 aux_loss:0.0030 train_time:13599855ms step_avg:721.90ms
step:18850/40500 train_loss:1.6028 aux_loss:0.0029 train_time:13600577ms step_avg:721.90ms
step:18851/40500 train_loss:1.5614 aux_loss:0.0028 train_time:13601298ms step_avg:721.90ms
step:18852/40500 train_loss:1.6003 aux_loss:0.0028 train_time:13602020ms step_avg:721.90ms
step:18853/40500 train_loss:1.5694 aux_loss:0.0029 train_time:13602743ms step_avg:721.90ms
step:18854/40500 train_loss:1.5576 aux_loss:0.0028 train_time:13603464ms step_avg:721.90ms
step:18855/40500 train_loss:1.5916 aux_loss:0.0028 train_time:13604189ms step_avg:721.90ms
step:18856/40500 train_loss:1.6083 aux_loss:0.0029 train_time:13604912ms step_avg:721.90ms
step:18857/40500 train_loss:1.5795 aux_loss:0.0027 train_time:13605635ms step_avg:721.90ms
step:18858/40500 train_loss:1.5756 aux_loss:0.0028 train_time:13606357ms step_avg:721.90ms
step:18859/40500 train_loss:1.6628 aux_loss:0.0026 train_time:13607079ms step_avg:721.90ms
step:18860/40500 train_loss:1.6396 aux_loss:0.0027 train_time:13607801ms step_avg:721.90ms
step:18861/40500 train_loss:1.6599 aux_loss:0.0027 train_time:13608524ms step_avg:721.90ms
step:18862/40500 train_loss:1.5709 aux_loss:0.0026 train_time:13609251ms step_avg:721.90ms
step:18863/40500 train_loss:1.6262 aux_loss:0.0027 train_time:13609975ms step_avg:721.90ms
step:18864/40500 train_loss:1.5928 aux_loss:0.0028 train_time:13610696ms step_avg:721.90ms
step:18865/40500 train_loss:1.5987 aux_loss:0.0030 train_time:13611417ms step_avg:721.90ms
step:18866/40500 train_loss:1.6086 aux_loss:0.0030 train_time:13612140ms step_avg:721.90ms
step:18867/40500 train_loss:1.6286 aux_loss:0.0028 train_time:13612864ms step_avg:721.90ms
step:18868/40500 train_loss:1.5692 aux_loss:0.0031 train_time:13613587ms step_avg:721.90ms
step:18869/40500 train_loss:1.6258 aux_loss:0.0027 train_time:13614312ms step_avg:721.90ms
step:18870/40500 train_loss:1.6660 aux_loss:0.0028 train_time:13615034ms step_avg:721.90ms
step:18871/40500 train_loss:1.6194 aux_loss:0.0028 train_time:13615756ms step_avg:721.90ms
step:18872/40500 train_loss:1.6214 aux_loss:0.0027 train_time:13616479ms step_avg:721.90ms
step:18873/40500 train_loss:1.5816 aux_loss:0.0027 train_time:13617201ms step_avg:721.90ms
step:18874/40500 train_loss:1.6279 aux_loss:0.0027 train_time:13617926ms step_avg:721.90ms
step:18875/40500 train_loss:1.6813 aux_loss:0.0028 train_time:13618651ms step_avg:721.90ms
step:18876/40500 train_loss:1.5877 aux_loss:0.0029 train_time:13619373ms step_avg:721.90ms
step:18877/40500 train_loss:1.5710 aux_loss:0.0030 train_time:13620095ms step_avg:721.90ms
step:18878/40500 train_loss:1.6004 aux_loss:0.0030 train_time:13620818ms step_avg:721.90ms
step:18879/40500 train_loss:1.5639 aux_loss:0.0029 train_time:13621541ms step_avg:721.90ms
step:18880/40500 train_loss:1.6342 aux_loss:0.0029 train_time:13622264ms step_avg:721.90ms
step:18881/40500 train_loss:1.5876 aux_loss:0.0028 train_time:13622989ms step_avg:721.90ms
step:18882/40500 train_loss:1.6641 aux_loss:0.0029 train_time:13623711ms step_avg:721.90ms
step:18883/40500 train_loss:1.6137 aux_loss:0.0027 train_time:13624434ms step_avg:721.90ms
step:18884/40500 train_loss:1.5985 aux_loss:0.0027 train_time:13625157ms step_avg:721.90ms
step:18885/40500 train_loss:1.6306 aux_loss:0.0029 train_time:13625881ms step_avg:721.90ms
step:18886/40500 train_loss:1.6081 aux_loss:0.0028 train_time:13626605ms step_avg:721.90ms
step:18887/40500 train_loss:1.5853 aux_loss:0.0029 train_time:13627327ms step_avg:721.90ms
step:18888/40500 train_loss:1.6458 aux_loss:0.0029 train_time:13628049ms step_avg:721.90ms
step:18889/40500 train_loss:1.5681 aux_loss:0.0030 train_time:13628772ms step_avg:721.90ms
step:18890/40500 train_loss:1.5979 aux_loss:0.0029 train_time:13629494ms step_avg:721.90ms
step:18891/40500 train_loss:1.6201 aux_loss:0.0029 train_time:13630218ms step_avg:721.90ms
step:18892/40500 train_loss:1.6333 aux_loss:0.0028 train_time:13630943ms step_avg:721.90ms
step:18893/40500 train_loss:1.5796 aux_loss:0.0029 train_time:13631668ms step_avg:721.90ms
step:18894/40500 train_loss:1.5580 aux_loss:0.0029 train_time:13632390ms step_avg:721.90ms
step:18895/40500 train_loss:1.6320 aux_loss:0.0030 train_time:13633112ms step_avg:721.90ms
step:18896/40500 train_loss:1.6144 aux_loss:0.0028 train_time:13633835ms step_avg:721.90ms
step:18897/40500 train_loss:1.5562 aux_loss:0.0028 train_time:13634557ms step_avg:721.90ms
step:18898/40500 train_loss:1.6222 aux_loss:0.0028 train_time:13635280ms step_avg:721.90ms
step:18899/40500 train_loss:1.6013 aux_loss:0.0032 train_time:13636004ms step_avg:721.90ms
step:18900/40500 train_loss:1.6274 aux_loss:0.0049 train_time:13636727ms step_avg:721.90ms
step:18901/40500 train_loss:1.5632 aux_loss:0.0026 train_time:13637448ms step_avg:721.90ms
step:18902/40500 train_loss:1.5967 aux_loss:0.0026 train_time:13638170ms step_avg:721.90ms
step:18903/40500 train_loss:1.6276 aux_loss:0.0027 train_time:13638895ms step_avg:721.90ms
step:18904/40500 train_loss:1.5786 aux_loss:0.0026 train_time:13639617ms step_avg:721.90ms
step:18905/40500 train_loss:1.6433 aux_loss:0.0032 train_time:13640341ms step_avg:721.90ms
step:18906/40500 train_loss:1.6142 aux_loss:0.0027 train_time:13641067ms step_avg:721.90ms
step:18907/40500 train_loss:1.6301 aux_loss:0.0027 train_time:13641787ms step_avg:721.90ms
step:18908/40500 train_loss:1.6212 aux_loss:0.0029 train_time:13642507ms step_avg:721.90ms
step:18909/40500 train_loss:1.5664 aux_loss:0.0029 train_time:13643230ms step_avg:721.90ms
step:18910/40500 train_loss:1.5994 aux_loss:0.0028 train_time:13643950ms step_avg:721.90ms
step:18911/40500 train_loss:1.5955 aux_loss:0.0028 train_time:13644671ms step_avg:721.90ms
step:18912/40500 train_loss:1.5877 aux_loss:0.0030 train_time:13645395ms step_avg:721.90ms
step:18913/40500 train_loss:1.6393 aux_loss:0.0029 train_time:13646119ms step_avg:721.90ms
step:18914/40500 train_loss:1.6689 aux_loss:0.0028 train_time:13646842ms step_avg:721.90ms
step:18915/40500 train_loss:1.6318 aux_loss:0.0029 train_time:13647564ms step_avg:721.90ms
step:18916/40500 train_loss:1.5756 aux_loss:0.0027 train_time:13648285ms step_avg:721.90ms
step:18917/40500 train_loss:1.6143 aux_loss:0.0030 train_time:13649005ms step_avg:721.90ms
step:18918/40500 train_loss:1.6072 aux_loss:0.0028 train_time:13649726ms step_avg:721.90ms
step:18919/40500 train_loss:1.5929 aux_loss:0.0027 train_time:13650444ms step_avg:721.90ms
step:18920/40500 train_loss:1.5700 aux_loss:0.0028 train_time:13651166ms step_avg:721.90ms
step:18921/40500 train_loss:1.5912 aux_loss:0.0028 train_time:13651888ms step_avg:721.90ms
step:18922/40500 train_loss:1.6075 aux_loss:0.0027 train_time:13652610ms step_avg:721.90ms
step:18923/40500 train_loss:1.5845 aux_loss:0.0030 train_time:13653333ms step_avg:721.90ms
step:18924/40500 train_loss:1.5766 aux_loss:0.0028 train_time:13654059ms step_avg:721.90ms
step:18925/40500 train_loss:1.5501 aux_loss:0.0029 train_time:13654783ms step_avg:721.90ms
step:18926/40500 train_loss:1.5700 aux_loss:0.0027 train_time:13655504ms step_avg:721.90ms
step:18927/40500 train_loss:1.6615 aux_loss:0.0029 train_time:13656227ms step_avg:721.90ms
step:18928/40500 train_loss:1.6203 aux_loss:0.0028 train_time:13656949ms step_avg:721.90ms
step:18929/40500 train_loss:1.6125 aux_loss:0.0029 train_time:13657672ms step_avg:721.90ms
step:18930/40500 train_loss:1.6233 aux_loss:0.0029 train_time:13658397ms step_avg:721.90ms
step:18931/40500 train_loss:1.6044 aux_loss:0.0029 train_time:13659122ms step_avg:721.90ms
step:18932/40500 train_loss:1.5685 aux_loss:0.0027 train_time:13659843ms step_avg:721.90ms
step:18933/40500 train_loss:1.6036 aux_loss:0.0027 train_time:13660566ms step_avg:721.90ms
step:18934/40500 train_loss:1.6324 aux_loss:0.0028 train_time:13661290ms step_avg:721.90ms
step:18935/40500 train_loss:1.6017 aux_loss:0.0028 train_time:13662014ms step_avg:721.90ms
step:18936/40500 train_loss:1.5787 aux_loss:0.0026 train_time:13662739ms step_avg:721.90ms
step:18937/40500 train_loss:1.6220 aux_loss:0.0028 train_time:13663462ms step_avg:721.90ms
step:18938/40500 train_loss:1.6385 aux_loss:0.0029 train_time:13664183ms step_avg:721.90ms
step:18939/40500 train_loss:1.5933 aux_loss:0.0028 train_time:13664906ms step_avg:721.90ms
step:18940/40500 train_loss:1.6177 aux_loss:0.0028 train_time:13665630ms step_avg:721.90ms
step:18941/40500 train_loss:1.6462 aux_loss:0.0030 train_time:13666356ms step_avg:721.90ms
step:18942/40500 train_loss:1.6566 aux_loss:0.0029 train_time:13667079ms step_avg:721.90ms
step:18943/40500 train_loss:1.5853 aux_loss:0.0028 train_time:13667798ms step_avg:721.90ms
step:18944/40500 train_loss:1.6043 aux_loss:0.0028 train_time:13668520ms step_avg:721.90ms
step:18945/40500 train_loss:1.5991 aux_loss:0.0027 train_time:13669243ms step_avg:721.90ms
step:18946/40500 train_loss:1.6469 aux_loss:0.0026 train_time:13669965ms step_avg:721.90ms
step:18947/40500 train_loss:1.6115 aux_loss:0.0030 train_time:13670689ms step_avg:721.90ms
step:18948/40500 train_loss:1.5712 aux_loss:0.0028 train_time:13671414ms step_avg:721.90ms
step:18949/40500 train_loss:1.6051 aux_loss:0.0028 train_time:13672138ms step_avg:721.90ms
step:18950/40500 train_loss:1.5641 aux_loss:0.0028 train_time:13672858ms step_avg:721.90ms
step:18951/40500 train_loss:1.5920 aux_loss:0.0027 train_time:13673580ms step_avg:721.90ms
step:18952/40500 train_loss:1.6401 aux_loss:0.0026 train_time:13674303ms step_avg:721.90ms
step:18953/40500 train_loss:1.6316 aux_loss:0.0029 train_time:13675025ms step_avg:721.90ms
step:18954/40500 train_loss:1.6392 aux_loss:0.0035 train_time:13675748ms step_avg:721.90ms
step:18955/40500 train_loss:1.5684 aux_loss:0.0028 train_time:13676470ms step_avg:721.90ms
step:18956/40500 train_loss:1.6362 aux_loss:0.0029 train_time:13677192ms step_avg:721.90ms
step:18957/40500 train_loss:1.6066 aux_loss:0.0028 train_time:13677915ms step_avg:721.90ms
step:18958/40500 train_loss:1.6188 aux_loss:0.0029 train_time:13678636ms step_avg:721.90ms
step:18959/40500 train_loss:1.6678 aux_loss:0.0028 train_time:13679357ms step_avg:721.90ms
step:18960/40500 train_loss:1.6406 aux_loss:0.0028 train_time:13680081ms step_avg:721.90ms
step:18961/40500 train_loss:1.6154 aux_loss:0.0031 train_time:13680802ms step_avg:721.90ms
step:18962/40500 train_loss:1.5632 aux_loss:0.0028 train_time:13681523ms step_avg:721.90ms
step:18963/40500 train_loss:1.6130 aux_loss:0.0031 train_time:13682250ms step_avg:721.90ms
step:18964/40500 train_loss:1.6391 aux_loss:0.0028 train_time:13682976ms step_avg:721.90ms
step:18965/40500 train_loss:1.5806 aux_loss:0.0027 train_time:13683696ms step_avg:721.90ms
step:18966/40500 train_loss:1.5799 aux_loss:0.0028 train_time:13684420ms step_avg:721.90ms
step:18967/40500 train_loss:1.6057 aux_loss:0.0028 train_time:13685145ms step_avg:721.90ms
step:18968/40500 train_loss:1.6539 aux_loss:0.0033 train_time:13685867ms step_avg:721.90ms
step:18969/40500 train_loss:1.5595 aux_loss:0.0089 train_time:13686591ms step_avg:721.90ms
step:18970/40500 train_loss:1.5603 aux_loss:0.0027 train_time:13687313ms step_avg:721.90ms
step:18971/40500 train_loss:1.6516 aux_loss:0.0027 train_time:13688034ms step_avg:721.90ms
step:18972/40500 train_loss:1.5906 aux_loss:0.0028 train_time:13688755ms step_avg:721.90ms
step:18973/40500 train_loss:1.5881 aux_loss:0.0028 train_time:13689477ms step_avg:721.90ms
step:18974/40500 train_loss:1.5707 aux_loss:0.0030 train_time:13690199ms step_avg:721.90ms
step:18975/40500 train_loss:1.5938 aux_loss:0.0029 train_time:13690921ms step_avg:721.90ms
step:18976/40500 train_loss:1.6063 aux_loss:0.0027 train_time:13691646ms step_avg:721.90ms
step:18977/40500 train_loss:1.5490 aux_loss:0.0030 train_time:13692371ms step_avg:721.90ms
step:18978/40500 train_loss:1.6466 aux_loss:0.0030 train_time:13693094ms step_avg:721.91ms
step:18979/40500 train_loss:1.5327 aux_loss:0.0028 train_time:13693817ms step_avg:721.91ms
step:18980/40500 train_loss:1.6216 aux_loss:0.0027 train_time:13694539ms step_avg:721.91ms
step:18981/40500 train_loss:1.6466 aux_loss:0.0026 train_time:13695265ms step_avg:721.91ms
step:18982/40500 train_loss:1.6071 aux_loss:0.0027 train_time:13695992ms step_avg:721.91ms
step:18983/40500 train_loss:1.5768 aux_loss:0.0027 train_time:13696715ms step_avg:721.91ms
step:18984/40500 train_loss:1.5645 aux_loss:0.0028 train_time:13697438ms step_avg:721.91ms
step:18985/40500 train_loss:1.5944 aux_loss:0.0027 train_time:13698162ms step_avg:721.91ms
step:18986/40500 train_loss:1.5880 aux_loss:0.0028 train_time:13698886ms step_avg:721.91ms
step:18987/40500 train_loss:1.5904 aux_loss:0.0030 train_time:13699609ms step_avg:721.91ms
step:18988/40500 train_loss:1.5617 aux_loss:0.0029 train_time:13700333ms step_avg:721.91ms
step:18989/40500 train_loss:1.6553 aux_loss:0.0030 train_time:13701054ms step_avg:721.91ms
step:18990/40500 train_loss:1.5902 aux_loss:0.0029 train_time:13701778ms step_avg:721.91ms
step:18991/40500 train_loss:1.6442 aux_loss:0.0028 train_time:13702500ms step_avg:721.91ms
step:18992/40500 train_loss:1.5746 aux_loss:0.0029 train_time:13703228ms step_avg:721.91ms
step:18993/40500 train_loss:1.5942 aux_loss:0.0026 train_time:13703950ms step_avg:721.91ms
step:18994/40500 train_loss:1.6007 aux_loss:0.0027 train_time:13704672ms step_avg:721.91ms
step:18995/40500 train_loss:1.5568 aux_loss:0.0027 train_time:13705395ms step_avg:721.91ms
step:18996/40500 train_loss:1.5942 aux_loss:0.0029 train_time:13706122ms step_avg:721.91ms
step:18997/40500 train_loss:1.6224 aux_loss:0.0027 train_time:13706847ms step_avg:721.91ms
step:18998/40500 train_loss:1.7085 aux_loss:0.0027 train_time:13707568ms step_avg:721.91ms
step:18999/40500 train_loss:1.5781 aux_loss:0.0027 train_time:13708291ms step_avg:721.91ms
step:19000/40500 train_loss:1.6764 aux_loss:0.0030 train_time:13709016ms step_avg:721.91ms
step:19001/40500 train_loss:1.6274 aux_loss:0.0032 train_time:13709738ms step_avg:721.91ms
step:19002/40500 train_loss:1.6389 aux_loss:0.0032 train_time:13710463ms step_avg:721.91ms
step:19003/40500 train_loss:1.6328 aux_loss:0.0029 train_time:13711186ms step_avg:721.91ms
step:19004/40500 train_loss:1.6367 aux_loss:0.0029 train_time:13711908ms step_avg:721.91ms
step:19005/40500 train_loss:1.5722 aux_loss:0.0032 train_time:13712632ms step_avg:721.91ms
step:19006/40500 train_loss:1.5920 aux_loss:0.0029 train_time:13713357ms step_avg:721.91ms
step:19007/40500 train_loss:1.6223 aux_loss:0.0029 train_time:13714080ms step_avg:721.91ms
step:19008/40500 train_loss:1.5396 aux_loss:0.0035 train_time:13714804ms step_avg:721.91ms
step:19009/40500 train_loss:1.6173 aux_loss:0.0028 train_time:13715526ms step_avg:721.91ms
step:19010/40500 train_loss:1.5922 aux_loss:0.0026 train_time:13716248ms step_avg:721.91ms
step:19011/40500 train_loss:1.5865 aux_loss:0.0029 train_time:13716972ms step_avg:721.91ms
step:19012/40500 train_loss:1.5881 aux_loss:0.0027 train_time:13717697ms step_avg:721.91ms
step:19013/40500 train_loss:1.6409 aux_loss:0.0028 train_time:13718421ms step_avg:721.91ms
step:19014/40500 train_loss:1.6039 aux_loss:0.0028 train_time:13719143ms step_avg:721.91ms
step:19015/40500 train_loss:1.5785 aux_loss:0.0032 train_time:13719865ms step_avg:721.91ms
step:19016/40500 train_loss:1.5762 aux_loss:0.0027 train_time:13720586ms step_avg:721.91ms
step:19017/40500 train_loss:1.5937 aux_loss:0.0027 train_time:13721310ms step_avg:721.91ms
step:19018/40500 train_loss:1.6512 aux_loss:0.0028 train_time:13722033ms step_avg:721.91ms
step:19019/40500 train_loss:1.6712 aux_loss:0.0031 train_time:13722758ms step_avg:721.91ms
step:19020/40500 train_loss:1.6259 aux_loss:0.0030 train_time:13723484ms step_avg:721.91ms
step:19021/40500 train_loss:1.5936 aux_loss:0.0028 train_time:13724204ms step_avg:721.91ms
step:19022/40500 train_loss:1.6730 aux_loss:0.0032 train_time:13724927ms step_avg:721.91ms
step:19023/40500 train_loss:1.6340 aux_loss:0.0027 train_time:13725652ms step_avg:721.91ms
step:19024/40500 train_loss:1.5926 aux_loss:0.0029 train_time:13726375ms step_avg:721.91ms
step:19025/40500 train_loss:1.5934 aux_loss:0.0030 train_time:13727097ms step_avg:721.91ms
step:19026/40500 train_loss:1.6469 aux_loss:0.0032 train_time:13727822ms step_avg:721.91ms
step:19027/40500 train_loss:1.5156 aux_loss:0.0030 train_time:13728543ms step_avg:721.91ms
step:19028/40500 train_loss:1.5521 aux_loss:0.0027 train_time:13729266ms step_avg:721.91ms
step:19029/40500 train_loss:1.6298 aux_loss:0.0029 train_time:13729990ms step_avg:721.91ms
step:19030/40500 train_loss:1.5576 aux_loss:0.0028 train_time:13730715ms step_avg:721.91ms
step:19031/40500 train_loss:1.6224 aux_loss:0.0029 train_time:13731438ms step_avg:721.91ms
step:19032/40500 train_loss:1.6260 aux_loss:0.0029 train_time:13732161ms step_avg:721.91ms
step:19033/40500 train_loss:1.5806 aux_loss:0.0030 train_time:13732881ms step_avg:721.91ms
step:19034/40500 train_loss:1.6229 aux_loss:0.0027 train_time:13733603ms step_avg:721.91ms
step:19035/40500 train_loss:1.5929 aux_loss:0.0029 train_time:13734327ms step_avg:721.91ms
step:19036/40500 train_loss:1.6129 aux_loss:0.0028 train_time:13735050ms step_avg:721.91ms
step:19037/40500 train_loss:1.5790 aux_loss:0.0029 train_time:13735777ms step_avg:721.91ms
step:19038/40500 train_loss:1.6231 aux_loss:0.0029 train_time:13736501ms step_avg:721.91ms
step:19039/40500 train_loss:1.6065 aux_loss:0.0028 train_time:13737220ms step_avg:721.91ms
step:19040/40500 train_loss:1.5962 aux_loss:0.0030 train_time:13737942ms step_avg:721.91ms
step:19041/40500 train_loss:1.6391 aux_loss:0.0027 train_time:13738665ms step_avg:721.91ms
step:19042/40500 train_loss:1.5800 aux_loss:0.0027 train_time:13739388ms step_avg:721.91ms
step:19043/40500 train_loss:1.6682 aux_loss:0.0038 train_time:13740114ms step_avg:721.91ms
step:19044/40500 train_loss:1.5606 aux_loss:0.0027 train_time:13740838ms step_avg:721.91ms
step:19045/40500 train_loss:1.6131 aux_loss:0.0026 train_time:13741560ms step_avg:721.91ms
step:19046/40500 train_loss:1.5915 aux_loss:0.0027 train_time:13742282ms step_avg:721.91ms
step:19047/40500 train_loss:1.5714 aux_loss:0.0030 train_time:13743005ms step_avg:721.91ms
step:19048/40500 train_loss:1.5730 aux_loss:0.0029 train_time:13743728ms step_avg:721.91ms
step:19049/40500 train_loss:1.6077 aux_loss:0.0027 train_time:13744453ms step_avg:721.91ms
step:19050/40500 train_loss:1.6138 aux_loss:0.0028 train_time:13745176ms step_avg:721.91ms
step:19051/40500 train_loss:1.6718 aux_loss:0.0028 train_time:13745896ms step_avg:721.91ms
step:19052/40500 train_loss:1.6306 aux_loss:0.0027 train_time:13746618ms step_avg:721.91ms
step:19053/40500 train_loss:1.6075 aux_loss:0.0027 train_time:13747340ms step_avg:721.91ms
step:19054/40500 train_loss:1.6283 aux_loss:0.0028 train_time:13748063ms step_avg:721.91ms
step:19055/40500 train_loss:1.5689 aux_loss:0.0026 train_time:13748786ms step_avg:721.91ms
step:19056/40500 train_loss:1.5940 aux_loss:0.0028 train_time:13749511ms step_avg:721.91ms
step:19057/40500 train_loss:1.6107 aux_loss:0.0027 train_time:13750235ms step_avg:721.91ms
step:19058/40500 train_loss:1.6206 aux_loss:0.0031 train_time:13750955ms step_avg:721.91ms
step:19059/40500 train_loss:1.6087 aux_loss:0.0029 train_time:13751679ms step_avg:721.91ms
step:19060/40500 train_loss:1.6190 aux_loss:0.0027 train_time:13752403ms step_avg:721.91ms
step:19061/40500 train_loss:1.5847 aux_loss:0.0028 train_time:13753126ms step_avg:721.91ms
step:19062/40500 train_loss:1.6175 aux_loss:0.0027 train_time:13753851ms step_avg:721.91ms
step:19063/40500 train_loss:1.6749 aux_loss:0.0030 train_time:13754575ms step_avg:721.91ms
step:19064/40500 train_loss:1.6360 aux_loss:0.0028 train_time:13755296ms step_avg:721.91ms
step:19065/40500 train_loss:1.5522 aux_loss:0.0028 train_time:13756019ms step_avg:721.91ms
step:19066/40500 train_loss:1.6348 aux_loss:0.0028 train_time:13756743ms step_avg:721.91ms
step:19067/40500 train_loss:1.6317 aux_loss:0.0028 train_time:13757466ms step_avg:721.91ms
step:19068/40500 train_loss:1.5780 aux_loss:0.0027 train_time:13758191ms step_avg:721.91ms
step:19069/40500 train_loss:1.6144 aux_loss:0.0028 train_time:13758913ms step_avg:721.91ms
step:19070/40500 train_loss:1.6873 aux_loss:0.0027 train_time:13759634ms step_avg:721.91ms
step:19071/40500 train_loss:1.5907 aux_loss:0.0031 train_time:13760356ms step_avg:721.91ms
step:19072/40500 train_loss:1.5918 aux_loss:0.0030 train_time:13761080ms step_avg:721.91ms
step:19073/40500 train_loss:1.6147 aux_loss:0.0027 train_time:13761801ms step_avg:721.91ms
step:19074/40500 train_loss:1.6525 aux_loss:0.0030 train_time:13762526ms step_avg:721.91ms
step:19075/40500 train_loss:1.6103 aux_loss:0.0027 train_time:13763251ms step_avg:721.91ms
step:19076/40500 train_loss:1.6116 aux_loss:0.0028 train_time:13763972ms step_avg:721.91ms
step:19077/40500 train_loss:1.5887 aux_loss:0.0029 train_time:13764694ms step_avg:721.91ms
step:19078/40500 train_loss:1.5856 aux_loss:0.0030 train_time:13765420ms step_avg:721.91ms
step:19079/40500 train_loss:1.5924 aux_loss:0.0027 train_time:13766141ms step_avg:721.91ms
step:19080/40500 train_loss:1.5619 aux_loss:0.0028 train_time:13766865ms step_avg:721.91ms
step:19081/40500 train_loss:1.6511 aux_loss:0.0026 train_time:13767588ms step_avg:721.91ms
step:19082/40500 train_loss:1.5858 aux_loss:0.0027 train_time:13768311ms step_avg:721.91ms
step:19083/40500 train_loss:1.6071 aux_loss:0.0028 train_time:13769031ms step_avg:721.91ms
step:19084/40500 train_loss:1.5820 aux_loss:0.0028 train_time:13769754ms step_avg:721.91ms
step:19085/40500 train_loss:1.6210 aux_loss:0.0030 train_time:13770477ms step_avg:721.91ms
step:19086/40500 train_loss:1.6145 aux_loss:0.0030 train_time:13771204ms step_avg:721.91ms
step:19087/40500 train_loss:1.5707 aux_loss:0.0028 train_time:13771928ms step_avg:721.91ms
step:19088/40500 train_loss:1.6330 aux_loss:0.0029 train_time:13772650ms step_avg:721.91ms
step:19089/40500 train_loss:1.6237 aux_loss:0.0029 train_time:13773373ms step_avg:721.91ms
step:19090/40500 train_loss:1.6140 aux_loss:0.0029 train_time:13774097ms step_avg:721.91ms
step:19091/40500 train_loss:1.6050 aux_loss:0.0028 train_time:13774819ms step_avg:721.91ms
step:19092/40500 train_loss:1.6105 aux_loss:0.0027 train_time:13775546ms step_avg:721.91ms
step:19093/40500 train_loss:1.5731 aux_loss:0.0028 train_time:13776268ms step_avg:721.91ms
step:19094/40500 train_loss:1.5464 aux_loss:0.0027 train_time:13776990ms step_avg:721.91ms
step:19095/40500 train_loss:1.5929 aux_loss:0.0029 train_time:13777711ms step_avg:721.91ms
step:19096/40500 train_loss:1.6135 aux_loss:0.0029 train_time:13778436ms step_avg:721.91ms
step:19097/40500 train_loss:1.6516 aux_loss:0.0029 train_time:13779159ms step_avg:721.91ms
step:19098/40500 train_loss:1.6060 aux_loss:0.0028 train_time:13779882ms step_avg:721.91ms
step:19099/40500 train_loss:1.5833 aux_loss:0.0027 train_time:13780608ms step_avg:721.91ms
step:19100/40500 train_loss:1.5919 aux_loss:0.0028 train_time:13781329ms step_avg:721.91ms
step:19101/40500 train_loss:1.6365 aux_loss:0.0028 train_time:13782050ms step_avg:721.91ms
step:19102/40500 train_loss:1.6434 aux_loss:0.0027 train_time:13782775ms step_avg:721.91ms
step:19103/40500 train_loss:1.6216 aux_loss:0.0028 train_time:13783497ms step_avg:721.91ms
step:19104/40500 train_loss:1.5824 aux_loss:0.0029 train_time:13784219ms step_avg:721.91ms
step:19105/40500 train_loss:1.5481 aux_loss:0.0028 train_time:13784945ms step_avg:721.91ms
step:19106/40500 train_loss:1.6148 aux_loss:0.0028 train_time:13785666ms step_avg:721.91ms
step:19107/40500 train_loss:1.6175 aux_loss:0.0028 train_time:13786387ms step_avg:721.91ms
step:19108/40500 train_loss:1.5667 aux_loss:0.0030 train_time:13787111ms step_avg:721.91ms
step:19109/40500 train_loss:1.5587 aux_loss:0.0027 train_time:13787831ms step_avg:721.91ms
step:19110/40500 train_loss:1.6719 aux_loss:0.0029 train_time:13788551ms step_avg:721.91ms
step:19111/40500 train_loss:1.6419 aux_loss:0.0027 train_time:13789277ms step_avg:721.91ms
step:19112/40500 train_loss:1.6666 aux_loss:0.0030 train_time:13790002ms step_avg:721.91ms
step:19113/40500 train_loss:1.5772 aux_loss:0.0026 train_time:13790724ms step_avg:721.91ms
step:19114/40500 train_loss:1.6024 aux_loss:0.0028 train_time:13791446ms step_avg:721.91ms
step:19115/40500 train_loss:1.5862 aux_loss:0.0028 train_time:13792166ms step_avg:721.91ms
step:19116/40500 train_loss:1.5535 aux_loss:0.0027 train_time:13792888ms step_avg:721.91ms
step:19117/40500 train_loss:1.5736 aux_loss:0.0027 train_time:13793610ms step_avg:721.91ms
step:19118/40500 train_loss:1.6385 aux_loss:0.0028 train_time:13794334ms step_avg:721.91ms
step:19119/40500 train_loss:1.5834 aux_loss:0.0026 train_time:13795059ms step_avg:721.91ms
step:19120/40500 train_loss:1.5956 aux_loss:0.0030 train_time:13795782ms step_avg:721.91ms
step:19121/40500 train_loss:1.6060 aux_loss:0.0028 train_time:13796501ms step_avg:721.91ms
step:19122/40500 train_loss:1.5305 aux_loss:0.0030 train_time:13797223ms step_avg:721.91ms
step:19123/40500 train_loss:1.5865 aux_loss:0.0029 train_time:13797943ms step_avg:721.91ms
step:19124/40500 train_loss:1.6020 aux_loss:0.0028 train_time:13798663ms step_avg:721.91ms
step:19125/40500 train_loss:1.6088 aux_loss:0.0029 train_time:13799384ms step_avg:721.91ms
step:19126/40500 train_loss:1.6255 aux_loss:0.0027 train_time:13800106ms step_avg:721.91ms
step:19127/40500 train_loss:1.6010 aux_loss:0.0027 train_time:13800830ms step_avg:721.91ms
step:19128/40500 train_loss:1.6532 aux_loss:0.0028 train_time:13801552ms step_avg:721.91ms
step:19129/40500 train_loss:1.5881 aux_loss:0.0028 train_time:13802275ms step_avg:721.91ms
step:19130/40500 train_loss:1.5898 aux_loss:0.0029 train_time:13803002ms step_avg:721.91ms
step:19131/40500 train_loss:1.5713 aux_loss:0.0029 train_time:13803722ms step_avg:721.91ms
step:19132/40500 train_loss:1.6415 aux_loss:0.0026 train_time:13804442ms step_avg:721.91ms
step:19133/40500 train_loss:1.5745 aux_loss:0.0027 train_time:13805163ms step_avg:721.91ms
step:19134/40500 train_loss:1.5984 aux_loss:0.0028 train_time:13805884ms step_avg:721.91ms
step:19135/40500 train_loss:1.6632 aux_loss:0.0027 train_time:13806606ms step_avg:721.91ms
step:19136/40500 train_loss:1.6824 aux_loss:0.0029 train_time:13807331ms step_avg:721.91ms
step:19137/40500 train_loss:1.6212 aux_loss:0.0030 train_time:13808054ms step_avg:721.91ms
step:19138/40500 train_loss:1.5893 aux_loss:0.0027 train_time:13808777ms step_avg:721.91ms
step:19139/40500 train_loss:1.6447 aux_loss:0.0028 train_time:13809499ms step_avg:721.91ms
step:19140/40500 train_loss:1.6213 aux_loss:0.0029 train_time:13810222ms step_avg:721.91ms
step:19141/40500 train_loss:1.5761 aux_loss:0.0026 train_time:13810945ms step_avg:721.91ms
step:19142/40500 train_loss:1.5659 aux_loss:0.0028 train_time:13811666ms step_avg:721.91ms
step:19143/40500 train_loss:1.6070 aux_loss:0.0029 train_time:13812391ms step_avg:721.91ms
step:19144/40500 train_loss:1.6382 aux_loss:0.0054 train_time:13813119ms step_avg:721.91ms
step:19145/40500 train_loss:1.6086 aux_loss:0.0028 train_time:13813838ms step_avg:721.91ms
step:19146/40500 train_loss:1.5609 aux_loss:0.0042 train_time:13814558ms step_avg:721.91ms
step:19147/40500 train_loss:1.6454 aux_loss:0.0029 train_time:13815279ms step_avg:721.91ms
step:19148/40500 train_loss:1.6370 aux_loss:0.0028 train_time:13815998ms step_avg:721.91ms
step:19149/40500 train_loss:1.6028 aux_loss:0.0029 train_time:13816719ms step_avg:721.91ms
step:19150/40500 train_loss:1.6115 aux_loss:0.0030 train_time:13817440ms step_avg:721.91ms
step:19151/40500 train_loss:1.6347 aux_loss:0.0028 train_time:13818164ms step_avg:721.91ms
step:19152/40500 train_loss:1.5780 aux_loss:0.0026 train_time:13818888ms step_avg:721.91ms
step:19153/40500 train_loss:1.5777 aux_loss:0.0028 train_time:13819610ms step_avg:721.91ms
step:19154/40500 train_loss:1.6189 aux_loss:0.0030 train_time:13820336ms step_avg:721.91ms
step:19155/40500 train_loss:1.6134 aux_loss:0.0028 train_time:13821057ms step_avg:721.91ms
step:19156/40500 train_loss:1.6347 aux_loss:0.0028 train_time:13821778ms step_avg:721.91ms
step:19157/40500 train_loss:1.6030 aux_loss:0.0028 train_time:13822501ms step_avg:721.91ms
step:19158/40500 train_loss:1.6184 aux_loss:0.0028 train_time:13823224ms step_avg:721.91ms
step:19159/40500 train_loss:1.6638 aux_loss:0.0028 train_time:13823947ms step_avg:721.91ms
step:19160/40500 train_loss:1.6397 aux_loss:0.0032 train_time:13824671ms step_avg:721.91ms
step:19161/40500 train_loss:1.5972 aux_loss:0.0028 train_time:13825394ms step_avg:721.91ms
step:19162/40500 train_loss:1.6682 aux_loss:0.0028 train_time:13826113ms step_avg:721.91ms
step:19163/40500 train_loss:1.6237 aux_loss:0.0027 train_time:13826836ms step_avg:721.91ms
step:19164/40500 train_loss:1.5582 aux_loss:0.0027 train_time:13827560ms step_avg:721.92ms
step:19165/40500 train_loss:1.6136 aux_loss:0.0029 train_time:13828280ms step_avg:721.91ms
step:19166/40500 train_loss:1.5752 aux_loss:0.0030 train_time:13829001ms step_avg:721.91ms
step:19167/40500 train_loss:1.6014 aux_loss:0.0028 train_time:13829726ms step_avg:721.92ms
step:19168/40500 train_loss:1.5812 aux_loss:0.0028 train_time:13830447ms step_avg:721.91ms
step:19169/40500 train_loss:1.5901 aux_loss:0.0035 train_time:13831171ms step_avg:721.92ms
step:19170/40500 train_loss:1.6464 aux_loss:0.0027 train_time:13831893ms step_avg:721.92ms
step:19171/40500 train_loss:1.6010 aux_loss:0.0026 train_time:13832615ms step_avg:721.92ms
step:19172/40500 train_loss:1.6106 aux_loss:0.0027 train_time:13833336ms step_avg:721.92ms
step:19173/40500 train_loss:1.6074 aux_loss:0.0027 train_time:13834056ms step_avg:721.91ms
step:19174/40500 train_loss:1.6244 aux_loss:0.0026 train_time:13834778ms step_avg:721.91ms
step:19175/40500 train_loss:1.5908 aux_loss:0.0027 train_time:13835498ms step_avg:721.91ms
step:19176/40500 train_loss:1.5940 aux_loss:0.0026 train_time:13836220ms step_avg:721.91ms
step:19177/40500 train_loss:1.6786 aux_loss:0.0028 train_time:13836944ms step_avg:721.91ms
step:19178/40500 train_loss:1.6604 aux_loss:0.0028 train_time:13837664ms step_avg:721.91ms
step:19179/40500 train_loss:1.5930 aux_loss:0.0030 train_time:13838387ms step_avg:721.91ms
step:19180/40500 train_loss:1.6222 aux_loss:0.0030 train_time:13839110ms step_avg:721.91ms
step:19181/40500 train_loss:1.6265 aux_loss:0.0028 train_time:13839832ms step_avg:721.91ms
step:19182/40500 train_loss:1.6199 aux_loss:0.0035 train_time:13840554ms step_avg:721.91ms
step:19183/40500 train_loss:1.5658 aux_loss:0.0030 train_time:13841277ms step_avg:721.92ms
step:19184/40500 train_loss:1.5795 aux_loss:0.0029 train_time:13841998ms step_avg:721.92ms
step:19185/40500 train_loss:1.6185 aux_loss:0.0028 train_time:13842722ms step_avg:721.92ms
step:19186/40500 train_loss:1.6045 aux_loss:0.0031 train_time:13843443ms step_avg:721.92ms
step:19187/40500 train_loss:1.5972 aux_loss:0.0028 train_time:13844164ms step_avg:721.92ms
step:19188/40500 train_loss:1.5533 aux_loss:0.0028 train_time:13844887ms step_avg:721.92ms
step:19189/40500 train_loss:1.5664 aux_loss:0.0027 train_time:13845608ms step_avg:721.91ms
step:19190/40500 train_loss:1.6199 aux_loss:0.0029 train_time:13846328ms step_avg:721.91ms
step:19191/40500 train_loss:1.6023 aux_loss:0.0029 train_time:13847049ms step_avg:721.91ms
step:19192/40500 train_loss:1.5572 aux_loss:0.0032 train_time:13847768ms step_avg:721.91ms
step:19193/40500 train_loss:1.5958 aux_loss:0.0028 train_time:13848488ms step_avg:721.91ms
step:19194/40500 train_loss:1.5956 aux_loss:0.0029 train_time:13849210ms step_avg:721.91ms
step:19195/40500 train_loss:1.6296 aux_loss:0.0029 train_time:13849932ms step_avg:721.91ms
step:19196/40500 train_loss:1.6095 aux_loss:0.0026 train_time:13850654ms step_avg:721.91ms
step:19197/40500 train_loss:1.6233 aux_loss:0.0027 train_time:13851376ms step_avg:721.91ms
step:19198/40500 train_loss:1.6220 aux_loss:0.0029 train_time:13852102ms step_avg:721.91ms
step:19199/40500 train_loss:1.5623 aux_loss:0.0039 train_time:13852824ms step_avg:721.91ms
step:19200/40500 train_loss:1.5734 aux_loss:0.0027 train_time:13853546ms step_avg:721.91ms
step:19201/40500 train_loss:1.6373 aux_loss:0.0028 train_time:13854268ms step_avg:721.91ms
step:19202/40500 train_loss:1.5745 aux_loss:0.0027 train_time:13854990ms step_avg:721.91ms
step:19203/40500 train_loss:1.6317 aux_loss:0.0028 train_time:13855709ms step_avg:721.91ms
step:19204/40500 train_loss:1.6949 aux_loss:0.0028 train_time:13856430ms step_avg:721.91ms
step:19205/40500 train_loss:1.6115 aux_loss:0.0028 train_time:13857153ms step_avg:721.91ms
step:19206/40500 train_loss:1.6116 aux_loss:0.0027 train_time:13857877ms step_avg:721.91ms
step:19207/40500 train_loss:1.6135 aux_loss:0.0029 train_time:13858600ms step_avg:721.91ms
step:19208/40500 train_loss:1.6002 aux_loss:0.0027 train_time:13859322ms step_avg:721.91ms
step:19209/40500 train_loss:1.5732 aux_loss:0.0027 train_time:13860043ms step_avg:721.91ms
step:19210/40500 train_loss:1.6548 aux_loss:0.0026 train_time:13860764ms step_avg:721.91ms
step:19211/40500 train_loss:1.6437 aux_loss:0.0028 train_time:13861485ms step_avg:721.91ms
step:19212/40500 train_loss:1.5669 aux_loss:0.0032 train_time:13862205ms step_avg:721.91ms
step:19213/40500 train_loss:1.6399 aux_loss:0.0028 train_time:13862928ms step_avg:721.91ms
step:19214/40500 train_loss:1.5862 aux_loss:0.0029 train_time:13863651ms step_avg:721.91ms
step:19215/40500 train_loss:1.5947 aux_loss:0.0028 train_time:13864374ms step_avg:721.91ms
step:19216/40500 train_loss:1.5509 aux_loss:0.0028 train_time:13865097ms step_avg:721.91ms
step:19217/40500 train_loss:1.5690 aux_loss:0.0028 train_time:13865820ms step_avg:721.91ms
step:19218/40500 train_loss:1.6148 aux_loss:0.0028 train_time:13866543ms step_avg:721.91ms
step:19219/40500 train_loss:1.6336 aux_loss:0.0028 train_time:13867265ms step_avg:721.91ms
step:19220/40500 train_loss:1.6235 aux_loss:0.0028 train_time:13867988ms step_avg:721.92ms
step:19221/40500 train_loss:1.5508 aux_loss:0.0028 train_time:13868711ms step_avg:721.92ms
step:19222/40500 train_loss:1.5934 aux_loss:0.0027 train_time:13869433ms step_avg:721.92ms
step:19223/40500 train_loss:1.6395 aux_loss:0.0027 train_time:13870158ms step_avg:721.92ms
step:19224/40500 train_loss:1.5756 aux_loss:0.0027 train_time:13870880ms step_avg:721.92ms
step:19225/40500 train_loss:1.5805 aux_loss:0.0027 train_time:13871602ms step_avg:721.92ms
step:19226/40500 train_loss:1.5895 aux_loss:0.0028 train_time:13872324ms step_avg:721.92ms
step:19227/40500 train_loss:1.6012 aux_loss:0.0028 train_time:13873045ms step_avg:721.92ms
step:19228/40500 train_loss:1.6645 aux_loss:0.0030 train_time:13873767ms step_avg:721.92ms
step:19229/40500 train_loss:1.6140 aux_loss:0.0027 train_time:13874488ms step_avg:721.92ms
step:19230/40500 train_loss:1.5910 aux_loss:0.0026 train_time:13875210ms step_avg:721.92ms
step:19231/40500 train_loss:1.5547 aux_loss:0.0026 train_time:13875930ms step_avg:721.92ms
step:19232/40500 train_loss:1.5727 aux_loss:0.0029 train_time:13876653ms step_avg:721.92ms
step:19233/40500 train_loss:1.6063 aux_loss:0.0028 train_time:13877374ms step_avg:721.92ms
step:19234/40500 train_loss:1.6145 aux_loss:0.0028 train_time:13878102ms step_avg:721.92ms
step:19235/40500 train_loss:1.6330 aux_loss:0.0030 train_time:13878822ms step_avg:721.92ms
step:19236/40500 train_loss:1.5478 aux_loss:0.0031 train_time:13879541ms step_avg:721.92ms
step:19237/40500 train_loss:1.5735 aux_loss:0.0031 train_time:13880262ms step_avg:721.92ms
step:19238/40500 train_loss:1.5859 aux_loss:0.0028 train_time:13880985ms step_avg:721.92ms
step:19239/40500 train_loss:1.6453 aux_loss:0.0028 train_time:13881707ms step_avg:721.92ms
step:19240/40500 train_loss:1.5442 aux_loss:0.0027 train_time:13882432ms step_avg:721.92ms
step:19241/40500 train_loss:1.6092 aux_loss:0.0028 train_time:13883155ms step_avg:721.92ms
step:19242/40500 train_loss:1.6318 aux_loss:0.0029 train_time:13883876ms step_avg:721.92ms
step:19243/40500 train_loss:1.6357 aux_loss:0.0029 train_time:13884599ms step_avg:721.92ms
step:19244/40500 train_loss:1.5756 aux_loss:0.0028 train_time:13885323ms step_avg:721.92ms
step:19245/40500 train_loss:1.6188 aux_loss:0.0028 train_time:13886045ms step_avg:721.92ms
step:19246/40500 train_loss:1.6003 aux_loss:0.0028 train_time:13886765ms step_avg:721.92ms
step:19247/40500 train_loss:1.5263 aux_loss:0.0028 train_time:13887489ms step_avg:721.92ms
step:19248/40500 train_loss:1.6134 aux_loss:0.0029 train_time:13888214ms step_avg:721.92ms
step:19249/40500 train_loss:1.5889 aux_loss:0.0028 train_time:13888937ms step_avg:721.92ms
step:19250/40500 train_loss:1.6057 aux_loss:0.0029 train_time:13889658ms step_avg:721.92ms
step:19251/40500 train_loss:1.6157 aux_loss:0.0027 train_time:13890382ms step_avg:721.92ms
step:19252/40500 train_loss:1.6409 aux_loss:0.0029 train_time:13891104ms step_avg:721.92ms
step:19253/40500 train_loss:1.6298 aux_loss:0.0029 train_time:13891827ms step_avg:721.92ms
step:19254/40500 train_loss:1.6115 aux_loss:0.0034 train_time:13892553ms step_avg:721.92ms
step:19255/40500 train_loss:1.6247 aux_loss:0.0030 train_time:13893276ms step_avg:721.92ms
step:19256/40500 train_loss:1.5257 aux_loss:0.0029 train_time:13893998ms step_avg:721.92ms
step:19257/40500 train_loss:1.5944 aux_loss:0.0027 train_time:13894722ms step_avg:721.92ms
step:19258/40500 train_loss:1.6040 aux_loss:0.0029 train_time:13895446ms step_avg:721.92ms
step:19259/40500 train_loss:1.6235 aux_loss:0.0027 train_time:13896170ms step_avg:721.92ms
step:19260/40500 train_loss:1.5931 aux_loss:0.0027 train_time:13896894ms step_avg:721.92ms
step:19261/40500 train_loss:1.6664 aux_loss:0.0025 train_time:13897614ms step_avg:721.92ms
step:19262/40500 train_loss:1.5484 aux_loss:0.0037 train_time:13898339ms step_avg:721.92ms
step:19263/40500 train_loss:1.5673 aux_loss:0.0027 train_time:13899063ms step_avg:721.92ms
step:19264/40500 train_loss:1.5876 aux_loss:0.0029 train_time:13899786ms step_avg:721.92ms
step:19265/40500 train_loss:1.5740 aux_loss:0.0033 train_time:13900511ms step_avg:721.92ms
step:19266/40500 train_loss:1.5953 aux_loss:0.0030 train_time:13901232ms step_avg:721.92ms
step:19267/40500 train_loss:1.6028 aux_loss:0.0029 train_time:13901952ms step_avg:721.92ms
step:19268/40500 train_loss:1.5797 aux_loss:0.0027 train_time:13902674ms step_avg:721.92ms
step:19269/40500 train_loss:1.5740 aux_loss:0.0027 train_time:13903397ms step_avg:721.92ms
step:19270/40500 train_loss:1.6183 aux_loss:0.0028 train_time:13904121ms step_avg:721.92ms
step:19271/40500 train_loss:1.5662 aux_loss:0.0028 train_time:13904847ms step_avg:721.92ms
step:19272/40500 train_loss:1.5896 aux_loss:0.0027 train_time:13905572ms step_avg:721.92ms
step:19273/40500 train_loss:1.6196 aux_loss:0.0030 train_time:13906291ms step_avg:721.92ms
step:19274/40500 train_loss:1.5776 aux_loss:0.0030 train_time:13907011ms step_avg:721.92ms
step:19275/40500 train_loss:1.6121 aux_loss:0.0027 train_time:13907734ms step_avg:721.92ms
step:19276/40500 train_loss:1.5805 aux_loss:0.0027 train_time:13908457ms step_avg:721.92ms
step:19277/40500 train_loss:1.6299 aux_loss:0.0028 train_time:13909181ms step_avg:721.92ms
step:19278/40500 train_loss:1.5845 aux_loss:0.0027 train_time:13909906ms step_avg:721.92ms
step:19279/40500 train_loss:1.5976 aux_loss:0.0031 train_time:13910630ms step_avg:721.92ms
step:19280/40500 train_loss:1.5721 aux_loss:0.0028 train_time:13911354ms step_avg:721.92ms
step:19281/40500 train_loss:1.6666 aux_loss:0.0028 train_time:13912077ms step_avg:721.92ms
step:19282/40500 train_loss:1.6288 aux_loss:0.0028 train_time:13912802ms step_avg:721.92ms
step:19283/40500 train_loss:1.5819 aux_loss:0.0027 train_time:13913529ms step_avg:721.92ms
step:19284/40500 train_loss:1.6130 aux_loss:0.0031 train_time:13914250ms step_avg:721.92ms
step:19285/40500 train_loss:1.6575 aux_loss:0.0029 train_time:13914969ms step_avg:721.92ms
step:19286/40500 train_loss:1.6310 aux_loss:0.0028 train_time:13915691ms step_avg:721.92ms
step:19287/40500 train_loss:1.5672 aux_loss:0.0026 train_time:13916415ms step_avg:721.92ms
step:19288/40500 train_loss:1.6136 aux_loss:0.0027 train_time:13917138ms step_avg:721.92ms
step:19289/40500 train_loss:1.5360 aux_loss:0.0030 train_time:13917863ms step_avg:721.92ms
step:19290/40500 train_loss:1.6181 aux_loss:0.0028 train_time:13918587ms step_avg:721.92ms
step:19291/40500 train_loss:1.5702 aux_loss:0.0035 train_time:13919306ms step_avg:721.92ms
step:19292/40500 train_loss:1.6135 aux_loss:0.0026 train_time:13920030ms step_avg:721.92ms
step:19293/40500 train_loss:1.6479 aux_loss:0.0026 train_time:13920753ms step_avg:721.92ms
step:19294/40500 train_loss:1.6212 aux_loss:0.0028 train_time:13921476ms step_avg:721.92ms
step:19295/40500 train_loss:1.5945 aux_loss:0.0028 train_time:13922202ms step_avg:721.92ms
step:19296/40500 train_loss:1.6576 aux_loss:0.0033 train_time:13922926ms step_avg:721.92ms
step:19297/40500 train_loss:1.5928 aux_loss:0.0028 train_time:13923646ms step_avg:721.92ms
step:19298/40500 train_loss:1.5781 aux_loss:0.0028 train_time:13924368ms step_avg:721.92ms
step:19299/40500 train_loss:1.6429 aux_loss:0.0028 train_time:13925093ms step_avg:721.92ms
step:19300/40500 train_loss:1.6507 aux_loss:0.0028 train_time:13925815ms step_avg:721.92ms
step:19301/40500 train_loss:1.6298 aux_loss:0.0026 train_time:13926541ms step_avg:721.92ms
step:19302/40500 train_loss:1.6015 aux_loss:0.0026 train_time:13927264ms step_avg:721.92ms
step:19303/40500 train_loss:1.5895 aux_loss:0.0028 train_time:13927986ms step_avg:721.92ms
step:19304/40500 train_loss:1.6283 aux_loss:0.0030 train_time:13928708ms step_avg:721.92ms
step:19305/40500 train_loss:1.6030 aux_loss:0.0030 train_time:13929432ms step_avg:721.92ms
step:19306/40500 train_loss:1.6278 aux_loss:0.0027 train_time:13930157ms step_avg:721.92ms
step:19307/40500 train_loss:1.5872 aux_loss:0.0028 train_time:13930881ms step_avg:721.92ms
step:19308/40500 train_loss:1.6211 aux_loss:0.0029 train_time:13931604ms step_avg:721.92ms
step:19309/40500 train_loss:1.6263 aux_loss:0.0030 train_time:13932323ms step_avg:721.92ms
step:19310/40500 train_loss:1.6154 aux_loss:0.0044 train_time:13933045ms step_avg:721.92ms
step:19311/40500 train_loss:1.6341 aux_loss:0.0028 train_time:13933769ms step_avg:721.92ms
step:19312/40500 train_loss:1.6164 aux_loss:0.0028 train_time:13934493ms step_avg:721.92ms
step:19313/40500 train_loss:1.6293 aux_loss:0.0030 train_time:13935217ms step_avg:721.92ms
step:19314/40500 train_loss:1.6159 aux_loss:0.0029 train_time:13935943ms step_avg:721.92ms
step:19315/40500 train_loss:1.6698 aux_loss:0.0028 train_time:13936663ms step_avg:721.92ms
step:19316/40500 train_loss:1.6035 aux_loss:0.0027 train_time:13937386ms step_avg:721.92ms
step:19317/40500 train_loss:1.6212 aux_loss:0.0029 train_time:13938112ms step_avg:721.92ms
step:19318/40500 train_loss:1.6039 aux_loss:0.0028 train_time:13938836ms step_avg:721.92ms
step:19319/40500 train_loss:1.6142 aux_loss:0.0034 train_time:13939559ms step_avg:721.92ms
step:19320/40500 train_loss:1.6025 aux_loss:0.0028 train_time:13940281ms step_avg:721.92ms
step:19321/40500 train_loss:1.6187 aux_loss:0.0027 train_time:13941002ms step_avg:721.92ms
step:19322/40500 train_loss:1.6542 aux_loss:0.0027 train_time:13941725ms step_avg:721.92ms
step:19323/40500 train_loss:1.5948 aux_loss:0.0029 train_time:13942448ms step_avg:721.92ms
step:19324/40500 train_loss:1.6498 aux_loss:0.0030 train_time:13943171ms step_avg:721.92ms
step:19325/40500 train_loss:1.6119 aux_loss:0.0029 train_time:13943899ms step_avg:721.92ms
step:19326/40500 train_loss:1.6124 aux_loss:0.0029 train_time:13944623ms step_avg:721.92ms
step:19327/40500 train_loss:1.6286 aux_loss:0.0030 train_time:13945346ms step_avg:721.92ms
step:19328/40500 train_loss:1.5750 aux_loss:0.0027 train_time:13946070ms step_avg:721.92ms
step:19329/40500 train_loss:1.6080 aux_loss:0.0029 train_time:13946796ms step_avg:721.92ms
step:19330/40500 train_loss:1.6070 aux_loss:0.0029 train_time:13947519ms step_avg:721.92ms
step:19331/40500 train_loss:1.5907 aux_loss:0.0029 train_time:13948241ms step_avg:721.92ms
step:19332/40500 train_loss:1.6278 aux_loss:0.0030 train_time:13948961ms step_avg:721.92ms
step:19333/40500 train_loss:1.6610 aux_loss:0.0030 train_time:13949681ms step_avg:721.92ms
step:19334/40500 train_loss:1.6059 aux_loss:0.0029 train_time:13950404ms step_avg:721.92ms
step:19335/40500 train_loss:1.6629 aux_loss:0.0027 train_time:13951127ms step_avg:721.92ms
step:19336/40500 train_loss:1.6202 aux_loss:0.0028 train_time:13951850ms step_avg:721.92ms
step:19337/40500 train_loss:1.5770 aux_loss:0.0028 train_time:13952575ms step_avg:721.92ms
step:19338/40500 train_loss:1.5508 aux_loss:0.0027 train_time:13953299ms step_avg:721.92ms
step:19339/40500 train_loss:1.6039 aux_loss:0.0029 train_time:13954020ms step_avg:721.92ms
step:19340/40500 train_loss:1.6449 aux_loss:0.0027 train_time:13954743ms step_avg:721.92ms
step:19341/40500 train_loss:1.6004 aux_loss:0.0046 train_time:13955467ms step_avg:721.92ms
step:19342/40500 train_loss:1.5853 aux_loss:0.0028 train_time:13956191ms step_avg:721.92ms
step:19343/40500 train_loss:1.5704 aux_loss:0.0029 train_time:13956915ms step_avg:721.92ms
step:19344/40500 train_loss:1.5502 aux_loss:0.0027 train_time:13957637ms step_avg:721.92ms
step:19345/40500 train_loss:1.5981 aux_loss:0.0028 train_time:13958358ms step_avg:721.92ms
step:19346/40500 train_loss:1.6299 aux_loss:0.0032 train_time:13959081ms step_avg:721.92ms
step:19347/40500 train_loss:1.6067 aux_loss:0.0031 train_time:13959806ms step_avg:721.92ms
step:19348/40500 train_loss:1.6432 aux_loss:0.0027 train_time:13960531ms step_avg:721.92ms
step:19349/40500 train_loss:1.5719 aux_loss:0.0028 train_time:13961256ms step_avg:721.92ms
step:19350/40500 train_loss:1.5960 aux_loss:0.0034 train_time:13961977ms step_avg:721.92ms
step:19351/40500 train_loss:1.6000 aux_loss:0.0029 train_time:13962696ms step_avg:721.92ms
step:19352/40500 train_loss:1.5817 aux_loss:0.0028 train_time:13963418ms step_avg:721.92ms
step:19353/40500 train_loss:1.5892 aux_loss:0.0028 train_time:13964141ms step_avg:721.92ms
step:19354/40500 train_loss:1.6159 aux_loss:0.0028 train_time:13964866ms step_avg:721.92ms
step:19355/40500 train_loss:1.5698 aux_loss:0.0029 train_time:13965591ms step_avg:721.92ms
step:19356/40500 train_loss:1.6092 aux_loss:0.0029 train_time:13966313ms step_avg:721.92ms
step:19357/40500 train_loss:1.6069 aux_loss:0.0035 train_time:13967035ms step_avg:721.92ms
step:19358/40500 train_loss:1.5923 aux_loss:0.0025 train_time:13967757ms step_avg:721.92ms
step:19359/40500 train_loss:1.5951 aux_loss:0.0027 train_time:13968480ms step_avg:721.92ms
step:19360/40500 train_loss:1.6468 aux_loss:0.0028 train_time:13969203ms step_avg:721.92ms
step:19361/40500 train_loss:1.6496 aux_loss:0.0026 train_time:13969930ms step_avg:721.92ms
step:19362/40500 train_loss:1.6018 aux_loss:0.0028 train_time:13970654ms step_avg:721.92ms
step:19363/40500 train_loss:1.5623 aux_loss:0.0028 train_time:13971373ms step_avg:721.92ms
step:19364/40500 train_loss:1.6509 aux_loss:0.0028 train_time:13972096ms step_avg:721.92ms
step:19365/40500 train_loss:1.6138 aux_loss:0.0027 train_time:13972820ms step_avg:721.92ms
step:19366/40500 train_loss:1.6144 aux_loss:0.0027 train_time:13973543ms step_avg:721.92ms
step:19367/40500 train_loss:1.6408 aux_loss:0.0030 train_time:13974271ms step_avg:721.92ms
step:19368/40500 train_loss:1.6201 aux_loss:0.0027 train_time:13974993ms step_avg:721.92ms
step:19369/40500 train_loss:1.6432 aux_loss:0.0030 train_time:13975713ms step_avg:721.92ms
step:19370/40500 train_loss:1.5386 aux_loss:0.0029 train_time:13976437ms step_avg:721.92ms
step:19371/40500 train_loss:1.6430 aux_loss:0.0028 train_time:13977161ms step_avg:721.92ms
step:19372/40500 train_loss:1.6050 aux_loss:0.0029 train_time:13977886ms step_avg:721.92ms
step:19373/40500 train_loss:1.5799 aux_loss:0.0026 train_time:13978612ms step_avg:721.92ms
step:19374/40500 train_loss:1.5757 aux_loss:0.0028 train_time:13979334ms step_avg:721.92ms
step:19375/40500 train_loss:1.5976 aux_loss:0.0029 train_time:13980055ms step_avg:721.92ms
step:19376/40500 train_loss:1.6354 aux_loss:0.0028 train_time:13980779ms step_avg:721.92ms
step:19377/40500 train_loss:1.6238 aux_loss:0.0034 train_time:13981504ms step_avg:721.92ms
step:19378/40500 train_loss:1.5910 aux_loss:0.0028 train_time:13982229ms step_avg:721.92ms
step:19379/40500 train_loss:1.6403 aux_loss:0.0030 train_time:13982950ms step_avg:721.92ms
step:19380/40500 train_loss:1.5684 aux_loss:0.0026 train_time:13983673ms step_avg:721.92ms
step:19381/40500 train_loss:1.5998 aux_loss:0.0027 train_time:13984397ms step_avg:721.92ms
step:19382/40500 train_loss:1.6380 aux_loss:0.0029 train_time:13985120ms step_avg:721.92ms
step:19383/40500 train_loss:1.6098 aux_loss:0.0029 train_time:13985844ms step_avg:721.92ms
step:19384/40500 train_loss:1.5782 aux_loss:0.0029 train_time:13986569ms step_avg:721.92ms
step:19385/40500 train_loss:1.5935 aux_loss:0.0030 train_time:13987292ms step_avg:721.92ms
step:19386/40500 train_loss:1.5771 aux_loss:0.0028 train_time:13988015ms step_avg:721.92ms
step:19387/40500 train_loss:1.5509 aux_loss:0.0029 train_time:13988739ms step_avg:721.92ms
step:19388/40500 train_loss:1.6563 aux_loss:0.0028 train_time:13989464ms step_avg:721.93ms
step:19389/40500 train_loss:1.5964 aux_loss:0.0029 train_time:13990188ms step_avg:721.93ms
step:19390/40500 train_loss:1.6077 aux_loss:0.0029 train_time:13990909ms step_avg:721.93ms
step:19391/40500 train_loss:1.6179 aux_loss:0.0027 train_time:13991639ms step_avg:721.93ms
step:19392/40500 train_loss:1.5967 aux_loss:0.0027 train_time:13992364ms step_avg:721.93ms
step:19393/40500 train_loss:1.5829 aux_loss:0.0027 train_time:13993086ms step_avg:721.93ms
step:19394/40500 train_loss:1.6186 aux_loss:0.0028 train_time:13993809ms step_avg:721.93ms
step:19395/40500 train_loss:1.6788 aux_loss:0.0030 train_time:13994534ms step_avg:721.93ms
step:19396/40500 train_loss:1.6086 aux_loss:0.0027 train_time:13995256ms step_avg:721.93ms
step:19397/40500 train_loss:1.6129 aux_loss:0.0028 train_time:13995984ms step_avg:721.93ms
step:19398/40500 train_loss:1.5783 aux_loss:0.0027 train_time:13996707ms step_avg:721.93ms
step:19399/40500 train_loss:1.5729 aux_loss:0.0027 train_time:13997429ms step_avg:721.93ms
step:19400/40500 train_loss:1.6118 aux_loss:0.0026 train_time:13998151ms step_avg:721.93ms
step:19401/40500 train_loss:1.6529 aux_loss:0.0029 train_time:13998876ms step_avg:721.93ms
step:19402/40500 train_loss:1.6457 aux_loss:0.0029 train_time:13999602ms step_avg:721.93ms
step:19403/40500 train_loss:1.5740 aux_loss:0.0030 train_time:14000323ms step_avg:721.93ms
step:19404/40500 train_loss:1.5959 aux_loss:0.0029 train_time:14001046ms step_avg:721.93ms
step:19405/40500 train_loss:1.6350 aux_loss:0.0032 train_time:14001768ms step_avg:721.93ms
step:19406/40500 train_loss:1.5639 aux_loss:0.0028 train_time:14002491ms step_avg:721.93ms
step:19407/40500 train_loss:1.6203 aux_loss:0.0026 train_time:14003213ms step_avg:721.93ms
step:19408/40500 train_loss:1.6004 aux_loss:0.0027 train_time:14003937ms step_avg:721.93ms
step:19409/40500 train_loss:1.5298 aux_loss:0.0026 train_time:14004662ms step_avg:721.93ms
step:19410/40500 train_loss:1.5667 aux_loss:0.0028 train_time:14005387ms step_avg:721.93ms
step:19411/40500 train_loss:1.7183 aux_loss:0.0029 train_time:14006110ms step_avg:721.93ms
step:19412/40500 train_loss:1.5838 aux_loss:0.0026 train_time:14006834ms step_avg:721.93ms
step:19413/40500 train_loss:1.6217 aux_loss:0.0027 train_time:14007562ms step_avg:721.93ms
step:19414/40500 train_loss:1.6353 aux_loss:0.0028 train_time:14008284ms step_avg:721.93ms
step:19415/40500 train_loss:1.6074 aux_loss:0.0026 train_time:14009006ms step_avg:721.93ms
step:19416/40500 train_loss:1.6078 aux_loss:0.0029 train_time:14009731ms step_avg:721.93ms
step:19417/40500 train_loss:1.5898 aux_loss:0.0029 train_time:14010454ms step_avg:721.93ms
step:19418/40500 train_loss:1.6209 aux_loss:0.0029 train_time:14011177ms step_avg:721.93ms
step:19419/40500 train_loss:1.5746 aux_loss:0.0028 train_time:14011901ms step_avg:721.93ms
step:19420/40500 train_loss:1.6186 aux_loss:0.0027 train_time:14012624ms step_avg:721.93ms
step:19421/40500 train_loss:1.6555 aux_loss:0.0028 train_time:14013347ms step_avg:721.93ms
step:19422/40500 train_loss:1.6360 aux_loss:0.0028 train_time:14014072ms step_avg:721.93ms
step:19423/40500 train_loss:1.6260 aux_loss:0.0027 train_time:14014798ms step_avg:721.93ms
step:19424/40500 train_loss:1.6680 aux_loss:0.0031 train_time:14015521ms step_avg:721.93ms
step:19425/40500 train_loss:1.5868 aux_loss:0.0028 train_time:14016243ms step_avg:721.93ms
step:19426/40500 train_loss:1.6277 aux_loss:0.0027 train_time:14016965ms step_avg:721.93ms
step:19427/40500 train_loss:1.6110 aux_loss:0.0028 train_time:14017689ms step_avg:721.93ms
step:19428/40500 train_loss:1.5555 aux_loss:0.0028 train_time:14018412ms step_avg:721.93ms
step:19429/40500 train_loss:1.6653 aux_loss:0.0029 train_time:14019136ms step_avg:721.93ms
step:19430/40500 train_loss:1.5781 aux_loss:0.0031 train_time:14019859ms step_avg:721.93ms
step:19431/40500 train_loss:1.6340 aux_loss:0.0028 train_time:14020581ms step_avg:721.93ms
step:19432/40500 train_loss:1.6292 aux_loss:0.0030 train_time:14021306ms step_avg:721.93ms
step:19433/40500 train_loss:1.6040 aux_loss:0.0032 train_time:14022027ms step_avg:721.93ms
step:19434/40500 train_loss:1.6573 aux_loss:0.0028 train_time:14022752ms step_avg:721.93ms
step:19435/40500 train_loss:1.6010 aux_loss:0.0029 train_time:14023477ms step_avg:721.93ms
step:19436/40500 train_loss:1.6276 aux_loss:0.0029 train_time:14024199ms step_avg:721.93ms
step:19437/40500 train_loss:1.5630 aux_loss:0.0028 train_time:14024918ms step_avg:721.93ms
step:19438/40500 train_loss:1.5488 aux_loss:0.0026 train_time:14025640ms step_avg:721.93ms
step:19439/40500 train_loss:1.5859 aux_loss:0.0028 train_time:14026360ms step_avg:721.93ms
step:19440/40500 train_loss:1.6321 aux_loss:0.0029 train_time:14027081ms step_avg:721.93ms
step:19441/40500 train_loss:1.6106 aux_loss:0.0029 train_time:14027804ms step_avg:721.93ms
step:19442/40500 train_loss:1.5503 aux_loss:0.0029 train_time:14028529ms step_avg:721.93ms
step:19443/40500 train_loss:1.6212 aux_loss:0.0030 train_time:14029254ms step_avg:721.93ms
step:19444/40500 train_loss:1.5889 aux_loss:0.0029 train_time:14029978ms step_avg:721.93ms
step:19445/40500 train_loss:1.6351 aux_loss:0.0029 train_time:14030699ms step_avg:721.93ms
step:19446/40500 train_loss:1.6811 aux_loss:0.0029 train_time:14031423ms step_avg:721.93ms
step:19447/40500 train_loss:1.6406 aux_loss:0.0028 train_time:14032146ms step_avg:721.93ms
step:19448/40500 train_loss:1.5854 aux_loss:0.0027 train_time:14032870ms step_avg:721.93ms
step:19449/40500 train_loss:1.6000 aux_loss:0.0027 train_time:14033594ms step_avg:721.93ms
step:19450/40500 train_loss:1.5753 aux_loss:0.0029 train_time:14034318ms step_avg:721.93ms
step:19451/40500 train_loss:1.6028 aux_loss:0.0032 train_time:14035042ms step_avg:721.93ms
step:19452/40500 train_loss:1.5980 aux_loss:0.0029 train_time:14035766ms step_avg:721.93ms
step:19453/40500 train_loss:1.5857 aux_loss:0.0027 train_time:14036491ms step_avg:721.93ms
step:19454/40500 train_loss:1.6574 aux_loss:0.0028 train_time:14037215ms step_avg:721.93ms
step:19455/40500 train_loss:1.5897 aux_loss:0.0029 train_time:14037937ms step_avg:721.93ms
step:19456/40500 train_loss:1.6107 aux_loss:0.0028 train_time:14038660ms step_avg:721.93ms
step:19457/40500 train_loss:1.6272 aux_loss:0.0028 train_time:14039385ms step_avg:721.93ms
step:19458/40500 train_loss:1.6255 aux_loss:0.0027 train_time:14040109ms step_avg:721.93ms
step:19459/40500 train_loss:1.5746 aux_loss:0.0028 train_time:14040832ms step_avg:721.93ms
step:19460/40500 train_loss:1.6123 aux_loss:0.0028 train_time:14041556ms step_avg:721.93ms
step:19461/40500 train_loss:1.6120 aux_loss:0.0028 train_time:14042280ms step_avg:721.93ms
step:19462/40500 train_loss:1.5696 aux_loss:0.0031 train_time:14043003ms step_avg:721.93ms
step:19463/40500 train_loss:1.6487 aux_loss:0.0031 train_time:14043729ms step_avg:721.93ms
step:19464/40500 train_loss:1.5701 aux_loss:0.0027 train_time:14044453ms step_avg:721.93ms
step:19465/40500 train_loss:1.6238 aux_loss:0.0029 train_time:14045175ms step_avg:721.93ms
step:19466/40500 train_loss:1.6058 aux_loss:0.0029 train_time:14045899ms step_avg:721.93ms
step:19467/40500 train_loss:1.6427 aux_loss:0.0031 train_time:14046623ms step_avg:721.93ms
step:19468/40500 train_loss:1.6825 aux_loss:0.0027 train_time:14047349ms step_avg:721.93ms
step:19469/40500 train_loss:1.5802 aux_loss:0.0028 train_time:14048071ms step_avg:721.93ms
step:19470/40500 train_loss:1.6008 aux_loss:0.0028 train_time:14048794ms step_avg:721.93ms
step:19471/40500 train_loss:1.5535 aux_loss:0.0029 train_time:14049516ms step_avg:721.93ms
step:19472/40500 train_loss:1.5888 aux_loss:0.0027 train_time:14050242ms step_avg:721.93ms
step:19473/40500 train_loss:1.5914 aux_loss:0.0030 train_time:14050967ms step_avg:721.93ms
step:19474/40500 train_loss:1.6348 aux_loss:0.0029 train_time:14051690ms step_avg:721.93ms
step:19475/40500 train_loss:1.6064 aux_loss:0.0028 train_time:14052411ms step_avg:721.93ms
step:19476/40500 train_loss:1.6687 aux_loss:0.0031 train_time:14053135ms step_avg:721.93ms
step:19477/40500 train_loss:1.6871 aux_loss:0.0028 train_time:14053857ms step_avg:721.93ms
step:19478/40500 train_loss:1.7092 aux_loss:0.0029 train_time:14054581ms step_avg:721.93ms
step:19479/40500 train_loss:1.6283 aux_loss:0.0027 train_time:14055304ms step_avg:721.93ms
step:19480/40500 train_loss:1.6214 aux_loss:0.0028 train_time:14056028ms step_avg:721.93ms
step:19481/40500 train_loss:1.6284 aux_loss:0.0029 train_time:14056750ms step_avg:721.93ms
step:19482/40500 train_loss:1.6419 aux_loss:0.0026 train_time:14057471ms step_avg:721.93ms
step:19483/40500 train_loss:1.5798 aux_loss:0.0028 train_time:14058195ms step_avg:721.93ms
step:19484/40500 train_loss:1.6941 aux_loss:0.0029 train_time:14058919ms step_avg:721.93ms
step:19485/40500 train_loss:1.6401 aux_loss:0.0027 train_time:14059642ms step_avg:721.93ms
step:19486/40500 train_loss:1.5722 aux_loss:0.0029 train_time:14060367ms step_avg:721.93ms
step:19487/40500 train_loss:1.5540 aux_loss:0.0025 train_time:14061088ms step_avg:721.93ms
step:19488/40500 train_loss:1.6109 aux_loss:0.0026 train_time:14061810ms step_avg:721.93ms
step:19489/40500 train_loss:1.5853 aux_loss:0.0027 train_time:14062534ms step_avg:721.93ms
step:19490/40500 train_loss:1.6247 aux_loss:0.0029 train_time:14063259ms step_avg:721.93ms
step:19491/40500 train_loss:1.5917 aux_loss:0.0027 train_time:14063981ms step_avg:721.93ms
step:19492/40500 train_loss:1.5736 aux_loss:0.0029 train_time:14064705ms step_avg:721.93ms
step:19493/40500 train_loss:1.5233 aux_loss:0.0027 train_time:14065427ms step_avg:721.93ms
step:19494/40500 train_loss:1.6295 aux_loss:0.0026 train_time:14066150ms step_avg:721.93ms
step:19495/40500 train_loss:1.5536 aux_loss:0.0028 train_time:14066873ms step_avg:721.93ms
step:19496/40500 train_loss:1.6268 aux_loss:0.0028 train_time:14067598ms step_avg:721.93ms
step:19497/40500 train_loss:1.5847 aux_loss:0.0028 train_time:14068322ms step_avg:721.93ms
step:19498/40500 train_loss:1.6678 aux_loss:0.0028 train_time:14069045ms step_avg:721.93ms
step:19499/40500 train_loss:1.5468 aux_loss:0.0027 train_time:14069767ms step_avg:721.93ms
step:19500/40500 train_loss:1.6228 aux_loss:0.0028 train_time:14070491ms step_avg:721.93ms
step:19501/40500 train_loss:1.6394 aux_loss:0.0028 train_time:14071214ms step_avg:721.93ms
step:19502/40500 train_loss:1.5586 aux_loss:0.0027 train_time:14071937ms step_avg:721.93ms
step:19503/40500 train_loss:1.6247 aux_loss:0.0028 train_time:14072663ms step_avg:721.93ms
step:19504/40500 train_loss:1.5856 aux_loss:0.0028 train_time:14073385ms step_avg:721.93ms
step:19505/40500 train_loss:1.6500 aux_loss:0.0028 train_time:14074105ms step_avg:721.93ms
step:19506/40500 train_loss:1.6319 aux_loss:0.0028 train_time:14074827ms step_avg:721.93ms
step:19507/40500 train_loss:1.5865 aux_loss:0.0028 train_time:14075550ms step_avg:721.93ms
step:19508/40500 train_loss:1.5897 aux_loss:0.0029 train_time:14076273ms step_avg:721.93ms
step:19509/40500 train_loss:1.5876 aux_loss:0.0029 train_time:14076999ms step_avg:721.93ms
step:19510/40500 train_loss:1.5918 aux_loss:0.0028 train_time:14077723ms step_avg:721.93ms
step:19511/40500 train_loss:1.6508 aux_loss:0.0028 train_time:14078443ms step_avg:721.93ms
step:19512/40500 train_loss:1.5970 aux_loss:0.0029 train_time:14079165ms step_avg:721.93ms
step:19513/40500 train_loss:1.5865 aux_loss:0.0026 train_time:14079889ms step_avg:721.93ms
step:19514/40500 train_loss:1.5795 aux_loss:0.0028 train_time:14080614ms step_avg:721.93ms
step:19515/40500 train_loss:1.5779 aux_loss:0.0027 train_time:14081340ms step_avg:721.93ms
step:19516/40500 train_loss:1.6162 aux_loss:0.0031 train_time:14082061ms step_avg:721.93ms
step:19517/40500 train_loss:1.5383 aux_loss:0.0032 train_time:14082781ms step_avg:721.93ms
step:19518/40500 train_loss:1.6020 aux_loss:0.0032 train_time:14083503ms step_avg:721.93ms
step:19519/40500 train_loss:1.5976 aux_loss:0.0031 train_time:14084226ms step_avg:721.93ms
step:19520/40500 train_loss:1.5672 aux_loss:0.0027 train_time:14084949ms step_avg:721.93ms
step:19521/40500 train_loss:1.5850 aux_loss:0.0028 train_time:14085675ms step_avg:721.94ms
step:19522/40500 train_loss:1.6188 aux_loss:0.0029 train_time:14086400ms step_avg:721.94ms
step:19523/40500 train_loss:1.5835 aux_loss:0.0028 train_time:14087121ms step_avg:721.94ms
step:19524/40500 train_loss:1.5888 aux_loss:0.0028 train_time:14087843ms step_avg:721.94ms
step:19525/40500 train_loss:1.5959 aux_loss:0.0026 train_time:14088566ms step_avg:721.94ms
step:19526/40500 train_loss:1.5741 aux_loss:0.0027 train_time:14089289ms step_avg:721.94ms
step:19527/40500 train_loss:1.6170 aux_loss:0.0027 train_time:14090014ms step_avg:721.94ms
step:19528/40500 train_loss:1.6400 aux_loss:0.0030 train_time:14090738ms step_avg:721.94ms
step:19529/40500 train_loss:1.6125 aux_loss:0.0030 train_time:14091461ms step_avg:721.94ms
step:19530/40500 train_loss:1.5986 aux_loss:0.0027 train_time:14092183ms step_avg:721.94ms
step:19531/40500 train_loss:1.5965 aux_loss:0.0027 train_time:14092906ms step_avg:721.94ms
step:19532/40500 train_loss:1.6546 aux_loss:0.0027 train_time:14093629ms step_avg:721.94ms
step:19533/40500 train_loss:1.5560 aux_loss:0.0029 train_time:14094355ms step_avg:721.94ms
step:19534/40500 train_loss:1.6001 aux_loss:0.0028 train_time:14095078ms step_avg:721.94ms
step:19535/40500 train_loss:1.5892 aux_loss:0.0032 train_time:14095797ms step_avg:721.94ms
step:19536/40500 train_loss:1.6164 aux_loss:0.0028 train_time:14096519ms step_avg:721.94ms
step:19537/40500 train_loss:1.6050 aux_loss:0.0029 train_time:14097242ms step_avg:721.94ms
step:19538/40500 train_loss:1.6205 aux_loss:0.0030 train_time:14097964ms step_avg:721.94ms
step:19539/40500 train_loss:1.5857 aux_loss:0.0028 train_time:14098689ms step_avg:721.94ms
step:19540/40500 train_loss:1.6516 aux_loss:0.0030 train_time:14099414ms step_avg:721.94ms
step:19541/40500 train_loss:1.6271 aux_loss:0.0030 train_time:14100137ms step_avg:721.94ms
step:19542/40500 train_loss:1.5952 aux_loss:0.0027 train_time:14100858ms step_avg:721.94ms
step:19543/40500 train_loss:1.5355 aux_loss:0.0027 train_time:14101580ms step_avg:721.94ms
step:19544/40500 train_loss:1.5934 aux_loss:0.0026 train_time:14102304ms step_avg:721.94ms
step:19545/40500 train_loss:1.5121 aux_loss:0.0027 train_time:14103027ms step_avg:721.94ms
step:19546/40500 train_loss:1.5406 aux_loss:0.0027 train_time:14103752ms step_avg:721.94ms
step:19547/40500 train_loss:1.6563 aux_loss:0.0028 train_time:14104475ms step_avg:721.94ms
step:19548/40500 train_loss:1.6382 aux_loss:0.0027 train_time:14105196ms step_avg:721.94ms
step:19549/40500 train_loss:1.6631 aux_loss:0.0030 train_time:14105918ms step_avg:721.94ms
step:19550/40500 train_loss:1.5635 aux_loss:0.0029 train_time:14106642ms step_avg:721.94ms
step:19551/40500 train_loss:1.6147 aux_loss:0.0028 train_time:14107364ms step_avg:721.94ms
step:19552/40500 train_loss:1.5691 aux_loss:0.0029 train_time:14108089ms step_avg:721.94ms
step:19553/40500 train_loss:1.6214 aux_loss:0.0028 train_time:14108814ms step_avg:721.94ms
step:19554/40500 train_loss:1.6321 aux_loss:0.0030 train_time:14109536ms step_avg:721.94ms
step:19555/40500 train_loss:1.6453 aux_loss:0.0029 train_time:14110258ms step_avg:721.94ms
step:19556/40500 train_loss:1.5870 aux_loss:0.0029 train_time:14110981ms step_avg:721.94ms
step:19557/40500 train_loss:1.6192 aux_loss:0.0029 train_time:14111704ms step_avg:721.94ms
step:19558/40500 train_loss:1.5934 aux_loss:0.0029 train_time:14112429ms step_avg:721.94ms
step:19559/40500 train_loss:1.5911 aux_loss:0.0029 train_time:14113150ms step_avg:721.94ms
step:19560/40500 train_loss:1.6502 aux_loss:0.0028 train_time:14113870ms step_avg:721.94ms
step:19561/40500 train_loss:1.5592 aux_loss:0.0028 train_time:14114592ms step_avg:721.94ms
step:19562/40500 train_loss:1.5398 aux_loss:0.0028 train_time:14115314ms step_avg:721.94ms
step:19563/40500 train_loss:1.5562 aux_loss:0.0027 train_time:14116036ms step_avg:721.94ms
step:19564/40500 train_loss:1.6025 aux_loss:0.0028 train_time:14116759ms step_avg:721.94ms
step:19565/40500 train_loss:1.5752 aux_loss:0.0028 train_time:14117483ms step_avg:721.94ms
step:19566/40500 train_loss:1.5787 aux_loss:0.0028 train_time:14118209ms step_avg:721.94ms
step:19567/40500 train_loss:1.6022 aux_loss:0.0028 train_time:14118931ms step_avg:721.94ms
step:19568/40500 train_loss:1.5945 aux_loss:0.0027 train_time:14119653ms step_avg:721.94ms
step:19569/40500 train_loss:1.5942 aux_loss:0.0027 train_time:14120377ms step_avg:721.94ms
step:19570/40500 train_loss:1.5835 aux_loss:0.0028 train_time:14121101ms step_avg:721.94ms
step:19571/40500 train_loss:1.6022 aux_loss:0.0027 train_time:14121827ms step_avg:721.94ms
step:19572/40500 train_loss:1.6230 aux_loss:0.0028 train_time:14122551ms step_avg:721.94ms
step:19573/40500 train_loss:1.5744 aux_loss:0.0027 train_time:14123274ms step_avg:721.94ms
step:19574/40500 train_loss:1.6146 aux_loss:0.0029 train_time:14123998ms step_avg:721.94ms
step:19575/40500 train_loss:1.6053 aux_loss:0.0029 train_time:14124722ms step_avg:721.94ms
step:19576/40500 train_loss:1.6821 aux_loss:0.0027 train_time:14125447ms step_avg:721.94ms
step:19577/40500 train_loss:1.5918 aux_loss:0.0027 train_time:14126169ms step_avg:721.94ms
step:19578/40500 train_loss:1.6424 aux_loss:0.0029 train_time:14126892ms step_avg:721.94ms
step:19579/40500 train_loss:1.5601 aux_loss:0.0027 train_time:14127613ms step_avg:721.94ms
step:19580/40500 train_loss:1.5413 aux_loss:0.0027 train_time:14128336ms step_avg:721.94ms
step:19581/40500 train_loss:1.6473 aux_loss:0.0027 train_time:14129061ms step_avg:721.94ms
step:19582/40500 train_loss:1.6231 aux_loss:0.0027 train_time:14129784ms step_avg:721.94ms
step:19583/40500 train_loss:1.6075 aux_loss:0.0028 train_time:14130508ms step_avg:721.94ms
step:19584/40500 train_loss:1.5838 aux_loss:0.0026 train_time:14131230ms step_avg:721.94ms
step:19585/40500 train_loss:1.5718 aux_loss:0.0028 train_time:14131952ms step_avg:721.94ms
step:19586/40500 train_loss:1.5842 aux_loss:0.0028 train_time:14132678ms step_avg:721.94ms
step:19587/40500 train_loss:1.6347 aux_loss:0.0027 train_time:14133402ms step_avg:721.94ms
step:19588/40500 train_loss:1.5477 aux_loss:0.0028 train_time:14134127ms step_avg:721.94ms
step:19589/40500 train_loss:1.5990 aux_loss:0.0032 train_time:14134847ms step_avg:721.94ms
step:19590/40500 train_loss:1.6301 aux_loss:0.0028 train_time:14135571ms step_avg:721.94ms
step:19591/40500 train_loss:1.5980 aux_loss:0.0028 train_time:14136294ms step_avg:721.94ms
step:19592/40500 train_loss:1.5664 aux_loss:0.0027 train_time:14137018ms step_avg:721.94ms
step:19593/40500 train_loss:1.5614 aux_loss:0.0027 train_time:14137743ms step_avg:721.94ms
step:19594/40500 train_loss:1.6123 aux_loss:0.0030 train_time:14138465ms step_avg:721.94ms
step:19595/40500 train_loss:1.5998 aux_loss:0.0029 train_time:14139186ms step_avg:721.94ms
step:19596/40500 train_loss:1.6084 aux_loss:0.0035 train_time:14139909ms step_avg:721.94ms
step:19597/40500 train_loss:1.6156 aux_loss:0.0027 train_time:14140633ms step_avg:721.94ms
step:19598/40500 train_loss:1.6034 aux_loss:0.0029 train_time:14141355ms step_avg:721.94ms
step:19599/40500 train_loss:1.6045 aux_loss:0.0028 train_time:14142080ms step_avg:721.94ms
step:19600/40500 train_loss:1.6121 aux_loss:0.0027 train_time:14142804ms step_avg:721.94ms
step:19601/40500 train_loss:1.6076 aux_loss:0.0029 train_time:14143528ms step_avg:721.94ms
step:19602/40500 train_loss:1.6049 aux_loss:0.0027 train_time:14144251ms step_avg:721.94ms
step:19603/40500 train_loss:1.6847 aux_loss:0.0027 train_time:14144974ms step_avg:721.94ms
step:19604/40500 train_loss:1.6123 aux_loss:0.0028 train_time:14145701ms step_avg:721.94ms
step:19605/40500 train_loss:1.5946 aux_loss:0.0026 train_time:14146423ms step_avg:721.94ms
step:19606/40500 train_loss:1.6230 aux_loss:0.0028 train_time:14147145ms step_avg:721.94ms
step:19607/40500 train_loss:1.5411 aux_loss:0.0026 train_time:14147868ms step_avg:721.94ms
step:19608/40500 train_loss:1.5718 aux_loss:0.0028 train_time:14148592ms step_avg:721.94ms
step:19609/40500 train_loss:1.5852 aux_loss:0.0026 train_time:14149317ms step_avg:721.94ms
step:19610/40500 train_loss:1.6418 aux_loss:0.0027 train_time:14150043ms step_avg:721.94ms
step:19611/40500 train_loss:1.6194 aux_loss:0.0027 train_time:14150763ms step_avg:721.94ms
step:19612/40500 train_loss:1.6654 aux_loss:0.0030 train_time:14151486ms step_avg:721.94ms
step:19613/40500 train_loss:1.6300 aux_loss:0.0029 train_time:14152211ms step_avg:721.94ms
step:19614/40500 train_loss:1.6232 aux_loss:0.0028 train_time:14152935ms step_avg:721.94ms
step:19615/40500 train_loss:1.5214 aux_loss:0.0028 train_time:14153660ms step_avg:721.94ms
step:19616/40500 train_loss:1.6229 aux_loss:0.0029 train_time:14154383ms step_avg:721.94ms
step:19617/40500 train_loss:1.6150 aux_loss:0.0029 train_time:14155105ms step_avg:721.94ms
step:19618/40500 train_loss:1.5512 aux_loss:0.0029 train_time:14155824ms step_avg:721.94ms
step:19619/40500 train_loss:1.5300 aux_loss:0.0029 train_time:14156543ms step_avg:721.94ms
step:19620/40500 train_loss:1.6225 aux_loss:0.0032 train_time:14157265ms step_avg:721.94ms
step:19621/40500 train_loss:1.6229 aux_loss:0.0028 train_time:14157988ms step_avg:721.94ms
step:19622/40500 train_loss:1.5737 aux_loss:0.0028 train_time:14158714ms step_avg:721.94ms
step:19623/40500 train_loss:1.6205 aux_loss:0.0027 train_time:14159438ms step_avg:721.94ms
step:19624/40500 train_loss:1.6086 aux_loss:0.0028 train_time:14160159ms step_avg:721.94ms
step:19625/40500 train_loss:1.6176 aux_loss:0.0029 train_time:14160879ms step_avg:721.94ms
step:19626/40500 train_loss:1.6002 aux_loss:0.0029 train_time:14161602ms step_avg:721.94ms
step:19627/40500 train_loss:1.6372 aux_loss:0.0027 train_time:14162324ms step_avg:721.94ms
step:19628/40500 train_loss:1.5552 aux_loss:0.0028 train_time:14163047ms step_avg:721.94ms
step:19629/40500 train_loss:1.5731 aux_loss:0.0029 train_time:14163772ms step_avg:721.94ms
step:19630/40500 train_loss:1.6680 aux_loss:0.0029 train_time:14164497ms step_avg:721.94ms
step:19631/40500 train_loss:1.5909 aux_loss:0.0028 train_time:14165217ms step_avg:721.94ms
step:19632/40500 train_loss:1.5665 aux_loss:0.0027 train_time:14165939ms step_avg:721.94ms
step:19633/40500 train_loss:1.6321 aux_loss:0.0027 train_time:14166663ms step_avg:721.94ms
step:19634/40500 train_loss:1.5472 aux_loss:0.0050 train_time:14167386ms step_avg:721.94ms
step:19635/40500 train_loss:1.5916 aux_loss:0.0028 train_time:14168110ms step_avg:721.94ms
step:19636/40500 train_loss:1.6045 aux_loss:0.0030 train_time:14168836ms step_avg:721.94ms
step:19637/40500 train_loss:1.6266 aux_loss:0.0027 train_time:14169556ms step_avg:721.94ms
step:19638/40500 train_loss:1.5939 aux_loss:0.0027 train_time:14170278ms step_avg:721.94ms
step:19639/40500 train_loss:1.5415 aux_loss:0.0028 train_time:14170998ms step_avg:721.94ms
step:19640/40500 train_loss:1.6089 aux_loss:0.0029 train_time:14171721ms step_avg:721.94ms
step:19641/40500 train_loss:1.6420 aux_loss:0.0029 train_time:14172446ms step_avg:721.94ms
step:19642/40500 train_loss:1.5211 aux_loss:0.0028 train_time:14173170ms step_avg:721.94ms
step:19643/40500 train_loss:1.5964 aux_loss:0.0031 train_time:14173894ms step_avg:721.94ms
step:19644/40500 train_loss:1.6428 aux_loss:0.0029 train_time:14174616ms step_avg:721.94ms
step:19645/40500 train_loss:1.6348 aux_loss:0.0028 train_time:14175339ms step_avg:721.94ms
step:19646/40500 train_loss:1.5742 aux_loss:0.0027 train_time:14176064ms step_avg:721.94ms
step:19647/40500 train_loss:1.6006 aux_loss:0.0027 train_time:14176787ms step_avg:721.94ms
step:19648/40500 train_loss:1.5486 aux_loss:0.0029 train_time:14177511ms step_avg:721.94ms
step:19649/40500 train_loss:1.5916 aux_loss:0.0031 train_time:14178235ms step_avg:721.94ms
step:19650/40500 train_loss:1.6365 aux_loss:0.0039 train_time:14178956ms step_avg:721.94ms
step:19651/40500 train_loss:1.6042 aux_loss:0.0028 train_time:14179678ms step_avg:721.94ms
step:19652/40500 train_loss:1.6172 aux_loss:0.0028 train_time:14180401ms step_avg:721.94ms
step:19653/40500 train_loss:1.6130 aux_loss:0.0028 train_time:14181125ms step_avg:721.94ms
step:19654/40500 train_loss:1.6043 aux_loss:0.0026 train_time:14181849ms step_avg:721.94ms
step:19655/40500 train_loss:1.5454 aux_loss:0.0025 train_time:14182573ms step_avg:721.94ms
step:19656/40500 train_loss:1.6461 aux_loss:0.0027 train_time:14183296ms step_avg:721.94ms
step:19657/40500 train_loss:1.6570 aux_loss:0.0028 train_time:14184019ms step_avg:721.94ms
step:19658/40500 train_loss:1.5414 aux_loss:0.0031 train_time:14184744ms step_avg:721.94ms
step:19659/40500 train_loss:1.5849 aux_loss:0.0028 train_time:14185470ms step_avg:721.94ms
step:19660/40500 train_loss:1.5492 aux_loss:0.0027 train_time:14186193ms step_avg:721.94ms
step:19661/40500 train_loss:1.6745 aux_loss:0.0030 train_time:14186916ms step_avg:721.94ms
step:19662/40500 train_loss:1.5725 aux_loss:0.0031 train_time:14187640ms step_avg:721.94ms
step:19663/40500 train_loss:1.6062 aux_loss:0.0028 train_time:14188366ms step_avg:721.94ms
step:19664/40500 train_loss:1.5896 aux_loss:0.0028 train_time:14189092ms step_avg:721.94ms
step:19665/40500 train_loss:1.5582 aux_loss:0.0030 train_time:14189814ms step_avg:721.94ms
step:19666/40500 train_loss:1.5826 aux_loss:0.0028 train_time:14190536ms step_avg:721.94ms
step:19667/40500 train_loss:1.5768 aux_loss:0.0029 train_time:14191261ms step_avg:721.94ms
step:19668/40500 train_loss:1.6234 aux_loss:0.0028 train_time:14191988ms step_avg:721.94ms
step:19669/40500 train_loss:1.5944 aux_loss:0.0033 train_time:14192711ms step_avg:721.94ms
step:19670/40500 train_loss:1.6135 aux_loss:0.0031 train_time:14193434ms step_avg:721.94ms
step:19671/40500 train_loss:1.5739 aux_loss:0.0028 train_time:14194157ms step_avg:721.94ms
step:19672/40500 train_loss:1.6302 aux_loss:0.0027 train_time:14194881ms step_avg:721.94ms
step:19673/40500 train_loss:1.5591 aux_loss:0.0026 train_time:14195608ms step_avg:721.95ms
step:19674/40500 train_loss:1.5682 aux_loss:0.0028 train_time:14196331ms step_avg:721.95ms
step:19675/40500 train_loss:1.6948 aux_loss:0.0028 train_time:14197052ms step_avg:721.95ms
step:19676/40500 train_loss:1.5450 aux_loss:0.0030 train_time:14197776ms step_avg:721.95ms
step:19677/40500 train_loss:1.5307 aux_loss:0.0027 train_time:14198504ms step_avg:721.95ms
step:19678/40500 train_loss:1.6242 aux_loss:0.0028 train_time:14199228ms step_avg:721.95ms
step:19679/40500 train_loss:1.6378 aux_loss:0.0028 train_time:14199950ms step_avg:721.95ms
step:19680/40500 train_loss:1.5572 aux_loss:0.0029 train_time:14200672ms step_avg:721.95ms
step:19681/40500 train_loss:1.6299 aux_loss:0.0028 train_time:14201396ms step_avg:721.95ms
step:19682/40500 train_loss:1.6107 aux_loss:0.0028 train_time:14202121ms step_avg:721.95ms
step:19683/40500 train_loss:1.6446 aux_loss:0.0027 train_time:14202846ms step_avg:721.95ms
step:19684/40500 train_loss:1.5870 aux_loss:0.0027 train_time:14203569ms step_avg:721.95ms
step:19685/40500 train_loss:1.5620 aux_loss:0.0027 train_time:14204294ms step_avg:721.95ms
step:19686/40500 train_loss:1.6160 aux_loss:0.0027 train_time:14205017ms step_avg:721.95ms
step:19687/40500 train_loss:1.6134 aux_loss:0.0026 train_time:14205744ms step_avg:721.95ms
step:19688/40500 train_loss:1.5937 aux_loss:0.0032 train_time:14206469ms step_avg:721.95ms
step:19689/40500 train_loss:1.6424 aux_loss:0.0027 train_time:14207188ms step_avg:721.95ms
step:19690/40500 train_loss:1.6114 aux_loss:0.0027 train_time:14207908ms step_avg:721.95ms
step:19691/40500 train_loss:1.5556 aux_loss:0.0028 train_time:14208632ms step_avg:721.95ms
step:19692/40500 train_loss:1.5858 aux_loss:0.0027 train_time:14209355ms step_avg:721.95ms
step:19693/40500 train_loss:1.6259 aux_loss:0.0026 train_time:14210077ms step_avg:721.95ms
step:19694/40500 train_loss:1.5986 aux_loss:0.0030 train_time:14210803ms step_avg:721.95ms
step:19695/40500 train_loss:1.5158 aux_loss:0.0028 train_time:14211526ms step_avg:721.95ms
step:19696/40500 train_loss:1.5962 aux_loss:0.0029 train_time:14212248ms step_avg:721.95ms
step:19697/40500 train_loss:1.6121 aux_loss:0.0029 train_time:14212973ms step_avg:721.95ms
step:19698/40500 train_loss:1.5427 aux_loss:0.0027 train_time:14213698ms step_avg:721.95ms
step:19699/40500 train_loss:1.5982 aux_loss:0.0027 train_time:14214424ms step_avg:721.95ms
step:19700/40500 train_loss:1.6303 aux_loss:0.0030 train_time:14215146ms step_avg:721.95ms
step:19701/40500 train_loss:1.6556 aux_loss:0.0029 train_time:14215869ms step_avg:721.95ms
step:19702/40500 train_loss:1.5958 aux_loss:0.0028 train_time:14216593ms step_avg:721.95ms
step:19703/40500 train_loss:1.5625 aux_loss:0.0027 train_time:14217317ms step_avg:721.95ms
step:19704/40500 train_loss:1.5635 aux_loss:0.0030 train_time:14218043ms step_avg:721.95ms
step:19705/40500 train_loss:1.5880 aux_loss:0.0028 train_time:14218766ms step_avg:721.95ms
step:19706/40500 train_loss:1.5930 aux_loss:0.0025 train_time:14219489ms step_avg:721.95ms
step:19707/40500 train_loss:1.5868 aux_loss:0.0025 train_time:14220213ms step_avg:721.95ms
step:19708/40500 train_loss:1.6351 aux_loss:0.0028 train_time:14220938ms step_avg:721.95ms
step:19709/40500 train_loss:1.5892 aux_loss:0.0028 train_time:14221663ms step_avg:721.95ms
step:19710/40500 train_loss:1.5706 aux_loss:0.0029 train_time:14222386ms step_avg:721.95ms
step:19711/40500 train_loss:1.6002 aux_loss:0.0030 train_time:14223107ms step_avg:721.95ms
step:19712/40500 train_loss:1.6342 aux_loss:0.0029 train_time:14223832ms step_avg:721.95ms
step:19713/40500 train_loss:1.6099 aux_loss:0.0027 train_time:14224552ms step_avg:721.95ms
step:19714/40500 train_loss:1.6076 aux_loss:0.0029 train_time:14225272ms step_avg:721.95ms
step:19715/40500 train_loss:1.5872 aux_loss:0.0028 train_time:14225998ms step_avg:721.95ms
step:19716/40500 train_loss:1.5845 aux_loss:0.0028 train_time:14226723ms step_avg:721.95ms
step:19717/40500 train_loss:1.6114 aux_loss:0.0026 train_time:14227443ms step_avg:721.95ms
step:19718/40500 train_loss:1.6200 aux_loss:0.0028 train_time:14228165ms step_avg:721.95ms
step:19719/40500 train_loss:1.5863 aux_loss:0.0027 train_time:14228890ms step_avg:721.95ms
step:19720/40500 train_loss:1.5424 aux_loss:0.0028 train_time:14229613ms step_avg:721.95ms
step:19721/40500 train_loss:1.5532 aux_loss:0.0029 train_time:14230337ms step_avg:721.95ms
step:19722/40500 train_loss:1.6877 aux_loss:0.0029 train_time:14231060ms step_avg:721.95ms
step:19723/40500 train_loss:1.5248 aux_loss:0.0026 train_time:14231781ms step_avg:721.95ms
step:19724/40500 train_loss:1.6132 aux_loss:0.0028 train_time:14232502ms step_avg:721.95ms
step:19725/40500 train_loss:1.6022 aux_loss:0.0028 train_time:14233222ms step_avg:721.95ms
step:19726/40500 train_loss:1.6116 aux_loss:0.0027 train_time:14233945ms step_avg:721.95ms
step:19727/40500 train_loss:1.5562 aux_loss:0.0029 train_time:14234669ms step_avg:721.95ms
step:19728/40500 train_loss:1.6294 aux_loss:0.0028 train_time:14235395ms step_avg:721.95ms
step:19729/40500 train_loss:1.5519 aux_loss:0.0028 train_time:14236120ms step_avg:721.95ms
step:19730/40500 train_loss:1.6015 aux_loss:0.0028 train_time:14236844ms step_avg:721.95ms
step:19731/40500 train_loss:1.6424 aux_loss:0.0027 train_time:14237568ms step_avg:721.95ms
step:19732/40500 train_loss:1.6030 aux_loss:0.0029 train_time:14238292ms step_avg:721.95ms
step:19733/40500 train_loss:1.5759 aux_loss:0.0027 train_time:14239016ms step_avg:721.95ms
step:19734/40500 train_loss:1.6341 aux_loss:0.0027 train_time:14239737ms step_avg:721.95ms
step:19735/40500 train_loss:1.6488 aux_loss:0.0027 train_time:14240458ms step_avg:721.95ms
step:19736/40500 train_loss:1.5762 aux_loss:0.0028 train_time:14241182ms step_avg:721.95ms
step:19737/40500 train_loss:1.6217 aux_loss:0.0028 train_time:14241907ms step_avg:721.95ms
step:19738/40500 train_loss:1.6142 aux_loss:0.0029 train_time:14242628ms step_avg:721.95ms
step:19739/40500 train_loss:1.5871 aux_loss:0.0028 train_time:14243352ms step_avg:721.95ms
step:19740/40500 train_loss:1.5947 aux_loss:0.0027 train_time:14244078ms step_avg:721.95ms
step:19741/40500 train_loss:1.6226 aux_loss:0.0029 train_time:14244797ms step_avg:721.95ms
step:19742/40500 train_loss:1.6678 aux_loss:0.0028 train_time:14245522ms step_avg:721.95ms
step:19743/40500 train_loss:1.6047 aux_loss:0.0025 train_time:14246246ms step_avg:721.95ms
step:19744/40500 train_loss:1.5899 aux_loss:0.0027 train_time:14246971ms step_avg:721.95ms
step:19745/40500 train_loss:1.6205 aux_loss:0.0028 train_time:14247695ms step_avg:721.95ms
step:19746/40500 train_loss:1.5266 aux_loss:0.0028 train_time:14248419ms step_avg:721.95ms
step:19747/40500 train_loss:1.5728 aux_loss:0.0029 train_time:14249142ms step_avg:721.95ms
step:19748/40500 train_loss:1.5840 aux_loss:0.0026 train_time:14249868ms step_avg:721.95ms
step:19749/40500 train_loss:1.6424 aux_loss:0.0027 train_time:14250594ms step_avg:721.95ms
step:19750/40500 train_loss:1.6015 aux_loss:0.0026 train_time:14251317ms step_avg:721.95ms
step:19751/40500 train_loss:1.5914 aux_loss:0.0027 train_time:14252041ms step_avg:721.95ms
step:19752/40500 train_loss:1.6135 aux_loss:0.0025 train_time:14252767ms step_avg:721.95ms
step:19753/40500 train_loss:1.5704 aux_loss:0.0023 train_time:14253492ms step_avg:721.95ms
step:19754/40500 train_loss:1.5884 aux_loss:0.0063 train_time:14254213ms step_avg:721.95ms
step:19755/40500 train_loss:1.6271 aux_loss:0.0027 train_time:14254933ms step_avg:721.95ms
step:19756/40500 train_loss:1.5871 aux_loss:0.0027 train_time:14255655ms step_avg:721.95ms
step:19757/40500 train_loss:1.6593 aux_loss:0.0028 train_time:14256379ms step_avg:721.95ms
step:19758/40500 train_loss:1.6388 aux_loss:0.0027 train_time:14257103ms step_avg:721.95ms
step:19759/40500 train_loss:1.6193 aux_loss:0.0030 train_time:14257829ms step_avg:721.95ms
step:19760/40500 train_loss:1.5990 aux_loss:0.0027 train_time:14258552ms step_avg:721.95ms
step:19761/40500 train_loss:1.6233 aux_loss:0.0026 train_time:14259272ms step_avg:721.95ms
step:19762/40500 train_loss:1.6134 aux_loss:0.0027 train_time:14259995ms step_avg:721.95ms
step:19763/40500 train_loss:1.6206 aux_loss:0.0029 train_time:14260718ms step_avg:721.95ms
step:19764/40500 train_loss:1.5756 aux_loss:0.0028 train_time:14261442ms step_avg:721.95ms
step:19765/40500 train_loss:1.6282 aux_loss:0.0026 train_time:14262168ms step_avg:721.95ms
step:19766/40500 train_loss:1.5745 aux_loss:0.0027 train_time:14262892ms step_avg:721.95ms
step:19767/40500 train_loss:1.5953 aux_loss:0.0028 train_time:14263611ms step_avg:721.95ms
step:19768/40500 train_loss:1.5549 aux_loss:0.0028 train_time:14264333ms step_avg:721.95ms
step:19769/40500 train_loss:1.6563 aux_loss:0.0030 train_time:14265057ms step_avg:721.95ms
step:19770/40500 train_loss:1.5954 aux_loss:0.0029 train_time:14265781ms step_avg:721.95ms
step:19771/40500 train_loss:1.6167 aux_loss:0.0027 train_time:14266507ms step_avg:721.95ms
step:19772/40500 train_loss:1.5822 aux_loss:0.0032 train_time:14267230ms step_avg:721.95ms
step:19773/40500 train_loss:1.5487 aux_loss:0.0031 train_time:14267950ms step_avg:721.95ms
step:19774/40500 train_loss:1.6766 aux_loss:0.0028 train_time:14268672ms step_avg:721.95ms
step:19775/40500 train_loss:1.5868 aux_loss:0.0028 train_time:14269395ms step_avg:721.95ms
step:19776/40500 train_loss:1.6004 aux_loss:0.0027 train_time:14270119ms step_avg:721.95ms
step:19777/40500 train_loss:1.6368 aux_loss:0.0029 train_time:14270845ms step_avg:721.95ms
step:19778/40500 train_loss:1.5798 aux_loss:0.0028 train_time:14271568ms step_avg:721.95ms
step:19779/40500 train_loss:1.5682 aux_loss:0.0029 train_time:14272288ms step_avg:721.95ms
step:19780/40500 train_loss:1.6045 aux_loss:0.0027 train_time:14273009ms step_avg:721.95ms
step:19781/40500 train_loss:1.6432 aux_loss:0.0028 train_time:14273733ms step_avg:721.95ms
step:19782/40500 train_loss:1.6180 aux_loss:0.0027 train_time:14274456ms step_avg:721.95ms
step:19783/40500 train_loss:1.6339 aux_loss:0.0028 train_time:14275180ms step_avg:721.95ms
step:19784/40500 train_loss:1.6184 aux_loss:0.0028 train_time:14275906ms step_avg:721.95ms
step:19785/40500 train_loss:1.6634 aux_loss:0.0028 train_time:14276626ms step_avg:721.95ms
step:19786/40500 train_loss:1.6440 aux_loss:0.0028 train_time:14277348ms step_avg:721.95ms
step:19787/40500 train_loss:1.5879 aux_loss:0.0028 train_time:14278071ms step_avg:721.95ms
step:19788/40500 train_loss:1.5951 aux_loss:0.0028 train_time:14278797ms step_avg:721.95ms
step:19789/40500 train_loss:1.6328 aux_loss:0.0028 train_time:14279523ms step_avg:721.95ms
step:19790/40500 train_loss:1.6683 aux_loss:0.0027 train_time:14280246ms step_avg:721.95ms
step:19791/40500 train_loss:1.6237 aux_loss:0.0027 train_time:14280966ms step_avg:721.95ms
step:19792/40500 train_loss:1.5710 aux_loss:0.0026 train_time:14281688ms step_avg:721.95ms
step:19793/40500 train_loss:1.6877 aux_loss:0.0025 train_time:14282411ms step_avg:721.95ms
step:19794/40500 train_loss:1.5882 aux_loss:0.0025 train_time:14283135ms step_avg:721.95ms
step:19795/40500 train_loss:1.6541 aux_loss:0.0027 train_time:14283861ms step_avg:721.95ms
step:19796/40500 train_loss:1.6245 aux_loss:0.0026 train_time:14284585ms step_avg:721.95ms
step:19797/40500 train_loss:1.6070 aux_loss:0.0029 train_time:14285305ms step_avg:721.95ms
step:19798/40500 train_loss:1.6327 aux_loss:0.0029 train_time:14286027ms step_avg:721.95ms
step:19799/40500 train_loss:1.5679 aux_loss:0.0031 train_time:14286750ms step_avg:721.95ms
step:19800/40500 train_loss:1.6534 aux_loss:0.0028 train_time:14287475ms step_avg:721.95ms
step:19801/40500 train_loss:1.6182 aux_loss:0.0027 train_time:14288201ms step_avg:721.95ms
step:19802/40500 train_loss:1.5420 aux_loss:0.0027 train_time:14288922ms step_avg:721.95ms
step:19803/40500 train_loss:1.5998 aux_loss:0.0027 train_time:14289643ms step_avg:721.95ms
step:19804/40500 train_loss:1.6718 aux_loss:0.0029 train_time:14290364ms step_avg:721.95ms
step:19805/40500 train_loss:1.6316 aux_loss:0.0028 train_time:14291089ms step_avg:721.95ms
step:19806/40500 train_loss:1.6485 aux_loss:0.0028 train_time:14291813ms step_avg:721.95ms
step:19807/40500 train_loss:1.6167 aux_loss:0.0028 train_time:14292538ms step_avg:721.95ms
step:19808/40500 train_loss:1.5619 aux_loss:0.0027 train_time:14293262ms step_avg:721.95ms
step:19809/40500 train_loss:1.6387 aux_loss:0.0034 train_time:14293982ms step_avg:721.95ms
step:19810/40500 train_loss:1.5851 aux_loss:0.0027 train_time:14294704ms step_avg:721.95ms
step:19811/40500 train_loss:1.5770 aux_loss:0.0026 train_time:14295428ms step_avg:721.95ms
step:19812/40500 train_loss:1.6250 aux_loss:0.0031 train_time:14296152ms step_avg:721.95ms
step:19813/40500 train_loss:1.5671 aux_loss:0.0027 train_time:14296878ms step_avg:721.96ms
step:19814/40500 train_loss:1.6159 aux_loss:0.0027 train_time:14297602ms step_avg:721.96ms
step:19815/40500 train_loss:1.6213 aux_loss:0.0031 train_time:14298321ms step_avg:721.96ms
step:19816/40500 train_loss:1.5945 aux_loss:0.0027 train_time:14299043ms step_avg:721.96ms
step:19817/40500 train_loss:1.6318 aux_loss:0.0028 train_time:14299765ms step_avg:721.96ms
step:19818/40500 train_loss:1.6253 aux_loss:0.0027 train_time:14300488ms step_avg:721.96ms
step:19819/40500 train_loss:1.6178 aux_loss:0.0028 train_time:14301212ms step_avg:721.96ms
step:19820/40500 train_loss:1.6119 aux_loss:0.0027 train_time:14301939ms step_avg:721.96ms
step:19821/40500 train_loss:1.5971 aux_loss:0.0026 train_time:14302659ms step_avg:721.96ms
step:19822/40500 train_loss:1.6335 aux_loss:0.0026 train_time:14303380ms step_avg:721.96ms
step:19823/40500 train_loss:1.5470 aux_loss:0.0026 train_time:14304104ms step_avg:721.96ms
step:19824/40500 train_loss:1.5889 aux_loss:0.0028 train_time:14304827ms step_avg:721.96ms
step:19825/40500 train_loss:1.5519 aux_loss:0.0027 train_time:14305549ms step_avg:721.96ms
step:19826/40500 train_loss:1.6024 aux_loss:0.0028 train_time:14306277ms step_avg:721.96ms
step:19827/40500 train_loss:1.5553 aux_loss:0.0028 train_time:14306999ms step_avg:721.96ms
step:19828/40500 train_loss:1.6112 aux_loss:0.0027 train_time:14307721ms step_avg:721.96ms
step:19829/40500 train_loss:1.6296 aux_loss:0.0028 train_time:14308442ms step_avg:721.96ms
step:19830/40500 train_loss:1.5803 aux_loss:0.0027 train_time:14309167ms step_avg:721.96ms
step:19831/40500 train_loss:1.5998 aux_loss:0.0032 train_time:14309889ms step_avg:721.96ms
step:19832/40500 train_loss:1.6084 aux_loss:0.0031 train_time:14310614ms step_avg:721.96ms
step:19833/40500 train_loss:1.6177 aux_loss:0.0027 train_time:14311336ms step_avg:721.96ms
step:19834/40500 train_loss:1.6318 aux_loss:0.0027 train_time:14312058ms step_avg:721.96ms
step:19835/40500 train_loss:1.6730 aux_loss:0.0030 train_time:14312782ms step_avg:721.96ms
step:19836/40500 train_loss:1.6324 aux_loss:0.0035 train_time:14313506ms step_avg:721.96ms
step:19837/40500 train_loss:1.6133 aux_loss:0.0027 train_time:14314233ms step_avg:721.96ms
step:19838/40500 train_loss:1.5855 aux_loss:0.0027 train_time:14314955ms step_avg:721.96ms
step:19839/40500 train_loss:1.5655 aux_loss:0.0028 train_time:14315676ms step_avg:721.96ms
step:19840/40500 train_loss:1.5881 aux_loss:0.0028 train_time:14316399ms step_avg:721.96ms
step:19841/40500 train_loss:1.6166 aux_loss:0.0028 train_time:14317122ms step_avg:721.96ms
step:19842/40500 train_loss:1.6519 aux_loss:0.0030 train_time:14317845ms step_avg:721.96ms
step:19843/40500 train_loss:1.6311 aux_loss:0.0031 train_time:14318571ms step_avg:721.96ms
step:19844/40500 train_loss:1.6018 aux_loss:0.0027 train_time:14319295ms step_avg:721.96ms
step:19845/40500 train_loss:1.5786 aux_loss:0.0027 train_time:14320015ms step_avg:721.96ms
step:19846/40500 train_loss:1.6328 aux_loss:0.0026 train_time:14320736ms step_avg:721.96ms
step:19847/40500 train_loss:1.6108 aux_loss:0.0026 train_time:14321460ms step_avg:721.96ms
step:19848/40500 train_loss:1.5544 aux_loss:0.0026 train_time:14322183ms step_avg:721.96ms
step:19849/40500 train_loss:1.5943 aux_loss:0.0029 train_time:14322908ms step_avg:721.96ms
step:19850/40500 train_loss:1.6802 aux_loss:0.0031 train_time:14323632ms step_avg:721.96ms
step:19851/40500 train_loss:1.6281 aux_loss:0.0027 train_time:14324355ms step_avg:721.96ms
step:19852/40500 train_loss:1.5512 aux_loss:0.0027 train_time:14325077ms step_avg:721.96ms
step:19853/40500 train_loss:1.6449 aux_loss:0.0031 train_time:14325801ms step_avg:721.96ms
step:19854/40500 train_loss:1.6335 aux_loss:0.0029 train_time:14326523ms step_avg:721.96ms
step:19855/40500 train_loss:1.6482 aux_loss:0.0028 train_time:14327247ms step_avg:721.96ms
step:19856/40500 train_loss:1.5593 aux_loss:0.0028 train_time:14327972ms step_avg:721.96ms
step:19857/40500 train_loss:1.5595 aux_loss:0.0028 train_time:14328692ms step_avg:721.96ms
step:19858/40500 train_loss:1.6043 aux_loss:0.0027 train_time:14329413ms step_avg:721.96ms
step:19859/40500 train_loss:1.5412 aux_loss:0.0028 train_time:14330135ms step_avg:721.96ms
step:19860/40500 train_loss:1.5572 aux_loss:0.0028 train_time:14330859ms step_avg:721.96ms
step:19861/40500 train_loss:1.5834 aux_loss:0.0028 train_time:14331583ms step_avg:721.96ms
step:19862/40500 train_loss:1.6405 aux_loss:0.0028 train_time:14332309ms step_avg:721.96ms
step:19863/40500 train_loss:1.6089 aux_loss:0.0028 train_time:14333029ms step_avg:721.96ms
step:19864/40500 train_loss:1.6418 aux_loss:0.0028 train_time:14333751ms step_avg:721.96ms
step:19865/40500 train_loss:1.6149 aux_loss:0.0028 train_time:14334474ms step_avg:721.96ms
step:19866/40500 train_loss:1.6176 aux_loss:0.0027 train_time:14335198ms step_avg:721.96ms
step:19867/40500 train_loss:1.6310 aux_loss:0.0029 train_time:14335921ms step_avg:721.96ms
step:19868/40500 train_loss:1.5925 aux_loss:0.0029 train_time:14336649ms step_avg:721.96ms
step:19869/40500 train_loss:1.6517 aux_loss:0.0028 train_time:14337370ms step_avg:721.96ms
step:19870/40500 train_loss:1.5976 aux_loss:0.0028 train_time:14338092ms step_avg:721.96ms
step:19871/40500 train_loss:1.5769 aux_loss:0.0025 train_time:14338817ms step_avg:721.96ms
step:19872/40500 train_loss:1.5903 aux_loss:0.0025 train_time:14339542ms step_avg:721.96ms
step:19873/40500 train_loss:1.6350 aux_loss:0.0026 train_time:14340265ms step_avg:721.96ms
step:19874/40500 train_loss:1.6161 aux_loss:0.0027 train_time:14340989ms step_avg:721.96ms
step:19875/40500 train_loss:1.6085 aux_loss:0.0026 train_time:14341711ms step_avg:721.96ms
step:19876/40500 train_loss:1.5847 aux_loss:0.0027 train_time:14342434ms step_avg:721.96ms
step:19877/40500 train_loss:1.6196 aux_loss:0.0027 train_time:14343158ms step_avg:721.96ms
step:19878/40500 train_loss:1.6534 aux_loss:0.0028 train_time:14343883ms step_avg:721.96ms
step:19879/40500 train_loss:1.5726 aux_loss:0.0028 train_time:14344608ms step_avg:721.96ms
step:19880/40500 train_loss:1.6560 aux_loss:0.0027 train_time:14345329ms step_avg:721.96ms
step:19881/40500 train_loss:1.6169 aux_loss:0.0029 train_time:14346049ms step_avg:721.96ms
step:19882/40500 train_loss:1.6184 aux_loss:0.0027 train_time:14346773ms step_avg:721.96ms
step:19883/40500 train_loss:1.6247 aux_loss:0.0027 train_time:14347497ms step_avg:721.96ms
step:19884/40500 train_loss:1.6686 aux_loss:0.0027 train_time:14348222ms step_avg:721.96ms
step:19885/40500 train_loss:1.6136 aux_loss:0.0027 train_time:14348946ms step_avg:721.96ms
step:19886/40500 train_loss:1.6003 aux_loss:0.0027 train_time:14349667ms step_avg:721.96ms
step:19887/40500 train_loss:1.5532 aux_loss:0.0027 train_time:14350389ms step_avg:721.96ms
step:19888/40500 train_loss:1.5551 aux_loss:0.0026 train_time:14351112ms step_avg:721.96ms
step:19889/40500 train_loss:1.5703 aux_loss:0.0029 train_time:14351838ms step_avg:721.96ms
step:19890/40500 train_loss:1.5775 aux_loss:0.0032 train_time:14352564ms step_avg:721.96ms
step:19891/40500 train_loss:1.6658 aux_loss:0.0027 train_time:14353287ms step_avg:721.96ms
step:19892/40500 train_loss:1.5465 aux_loss:0.0031 train_time:14354009ms step_avg:721.96ms
step:19893/40500 train_loss:1.6053 aux_loss:0.0034 train_time:14354733ms step_avg:721.96ms
step:19894/40500 train_loss:1.5973 aux_loss:0.0029 train_time:14355458ms step_avg:721.96ms
step:19895/40500 train_loss:1.6510 aux_loss:0.0030 train_time:14356183ms step_avg:721.96ms
step:19896/40500 train_loss:1.6230 aux_loss:0.0027 train_time:14356906ms step_avg:721.96ms
step:19897/40500 train_loss:1.6655 aux_loss:0.0028 train_time:14357627ms step_avg:721.96ms
step:19898/40500 train_loss:1.6033 aux_loss:0.0029 train_time:14358353ms step_avg:721.96ms
step:19899/40500 train_loss:1.5876 aux_loss:0.0028 train_time:14359075ms step_avg:721.96ms
step:19900/40500 train_loss:1.5287 aux_loss:0.0030 train_time:14359800ms step_avg:721.96ms
step:19901/40500 train_loss:1.6205 aux_loss:0.0027 train_time:14360523ms step_avg:721.96ms
step:19902/40500 train_loss:1.6308 aux_loss:0.0037 train_time:14361246ms step_avg:721.96ms
step:19903/40500 train_loss:1.5950 aux_loss:0.0029 train_time:14361971ms step_avg:721.96ms
step:19904/40500 train_loss:1.5637 aux_loss:0.0029 train_time:14362693ms step_avg:721.96ms
step:19905/40500 train_loss:1.5911 aux_loss:0.0030 train_time:14363419ms step_avg:721.96ms
step:19906/40500 train_loss:1.5882 aux_loss:0.0028 train_time:14364142ms step_avg:721.96ms
step:19907/40500 train_loss:1.6233 aux_loss:0.0027 train_time:14364866ms step_avg:721.96ms
step:19908/40500 train_loss:1.5103 aux_loss:0.0033 train_time:14365588ms step_avg:721.96ms
step:19909/40500 train_loss:1.5578 aux_loss:0.0026 train_time:14366312ms step_avg:721.96ms
step:19910/40500 train_loss:1.6065 aux_loss:0.0029 train_time:14367036ms step_avg:721.96ms
step:19911/40500 train_loss:1.6278 aux_loss:0.0031 train_time:14367755ms step_avg:721.96ms
step:19912/40500 train_loss:1.6048 aux_loss:0.0029 train_time:14368480ms step_avg:721.96ms
step:19913/40500 train_loss:1.6041 aux_loss:0.0029 train_time:14369201ms step_avg:721.96ms
step:19914/40500 train_loss:1.6162 aux_loss:0.0027 train_time:14369923ms step_avg:721.96ms
step:19915/40500 train_loss:1.6518 aux_loss:0.0028 train_time:14370647ms step_avg:721.96ms
step:19916/40500 train_loss:1.5957 aux_loss:0.0029 train_time:14371371ms step_avg:721.96ms
step:19917/40500 train_loss:1.5905 aux_loss:0.0028 train_time:14372095ms step_avg:721.96ms
step:19918/40500 train_loss:1.6669 aux_loss:0.0028 train_time:14372818ms step_avg:721.96ms
step:19919/40500 train_loss:1.5870 aux_loss:0.0031 train_time:14373541ms step_avg:721.96ms
step:19920/40500 train_loss:1.5948 aux_loss:0.0028 train_time:14374261ms step_avg:721.96ms
step:19921/40500 train_loss:1.6266 aux_loss:0.0031 train_time:14374982ms step_avg:721.96ms
step:19922/40500 train_loss:1.5611 aux_loss:0.0029 train_time:14375703ms step_avg:721.96ms
step:19923/40500 train_loss:1.6141 aux_loss:0.0027 train_time:14376425ms step_avg:721.96ms
step:19924/40500 train_loss:1.5940 aux_loss:0.0026 train_time:14377148ms step_avg:721.96ms
step:19925/40500 train_loss:1.5936 aux_loss:0.0027 train_time:14377873ms step_avg:721.96ms
step:19926/40500 train_loss:1.6416 aux_loss:0.0030 train_time:14378598ms step_avg:721.96ms
step:19927/40500 train_loss:1.6138 aux_loss:0.0028 train_time:14379320ms step_avg:721.96ms
step:19928/40500 train_loss:1.6046 aux_loss:0.0027 train_time:14380045ms step_avg:721.96ms
step:19929/40500 train_loss:1.6165 aux_loss:0.0028 train_time:14380769ms step_avg:721.96ms
step:19930/40500 train_loss:1.6234 aux_loss:0.0027 train_time:14381494ms step_avg:721.96ms
step:19931/40500 train_loss:1.6225 aux_loss:0.0027 train_time:14382217ms step_avg:721.96ms
step:19932/40500 train_loss:1.5662 aux_loss:0.0028 train_time:14382940ms step_avg:721.96ms
step:19933/40500 train_loss:1.6407 aux_loss:0.0027 train_time:14383665ms step_avg:721.96ms
step:19934/40500 train_loss:1.5429 aux_loss:0.0027 train_time:14384388ms step_avg:721.96ms
step:19935/40500 train_loss:1.6024 aux_loss:0.0028 train_time:14385113ms step_avg:721.96ms
step:19936/40500 train_loss:1.6004 aux_loss:0.0028 train_time:14385836ms step_avg:721.96ms
step:19937/40500 train_loss:1.6155 aux_loss:0.0027 train_time:14386559ms step_avg:721.96ms
step:19938/40500 train_loss:1.6964 aux_loss:0.0027 train_time:14387282ms step_avg:721.96ms
step:19939/40500 train_loss:1.5935 aux_loss:0.0028 train_time:14388005ms step_avg:721.96ms
step:19940/40500 train_loss:1.5965 aux_loss:0.0027 train_time:14388729ms step_avg:721.96ms
step:19941/40500 train_loss:1.6313 aux_loss:0.0027 train_time:14389453ms step_avg:721.96ms
step:19942/40500 train_loss:1.6780 aux_loss:0.0030 train_time:14390175ms step_avg:721.96ms
step:19943/40500 train_loss:1.5464 aux_loss:0.0027 train_time:14390899ms step_avg:721.96ms
step:19944/40500 train_loss:1.5850 aux_loss:0.0028 train_time:14391622ms step_avg:721.96ms
step:19945/40500 train_loss:1.6830 aux_loss:0.0030 train_time:14392348ms step_avg:721.96ms
step:19946/40500 train_loss:1.5909 aux_loss:0.0031 train_time:14393073ms step_avg:721.96ms
step:19947/40500 train_loss:1.5951 aux_loss:0.0026 train_time:14393795ms step_avg:721.96ms
step:19948/40500 train_loss:1.6181 aux_loss:0.0029 train_time:14394516ms step_avg:721.96ms
step:19949/40500 train_loss:1.6913 aux_loss:0.0027 train_time:14395241ms step_avg:721.96ms
step:19950/40500 train_loss:1.6165 aux_loss:0.0037 train_time:14395964ms step_avg:721.96ms
step:19951/40500 train_loss:1.6328 aux_loss:0.0027 train_time:14396687ms step_avg:721.96ms
step:19952/40500 train_loss:1.6242 aux_loss:0.0027 train_time:14397410ms step_avg:721.96ms
step:19953/40500 train_loss:1.6602 aux_loss:0.0026 train_time:14398134ms step_avg:721.96ms
step:19954/40500 train_loss:1.5880 aux_loss:0.0026 train_time:14398855ms step_avg:721.96ms
step:19955/40500 train_loss:1.6568 aux_loss:0.0026 train_time:14399581ms step_avg:721.96ms
step:19956/40500 train_loss:1.5729 aux_loss:0.0027 train_time:14400306ms step_avg:721.96ms
step:19957/40500 train_loss:1.6647 aux_loss:0.0029 train_time:14401026ms step_avg:721.96ms
step:19958/40500 train_loss:1.5642 aux_loss:0.0033 train_time:14401750ms step_avg:721.96ms
step:19959/40500 train_loss:1.6152 aux_loss:0.0031 train_time:14402473ms step_avg:721.96ms
step:19960/40500 train_loss:1.6435 aux_loss:0.0027 train_time:14403195ms step_avg:721.96ms
step:19961/40500 train_loss:1.6301 aux_loss:0.0028 train_time:14403921ms step_avg:721.96ms
step:19962/40500 train_loss:1.5958 aux_loss:0.0028 train_time:14404647ms step_avg:721.97ms
step:19963/40500 train_loss:1.5435 aux_loss:0.0027 train_time:14405370ms step_avg:721.97ms
step:19964/40500 train_loss:1.6095 aux_loss:0.0028 train_time:14406090ms step_avg:721.97ms
step:19965/40500 train_loss:1.5773 aux_loss:0.0028 train_time:14406815ms step_avg:721.97ms
step:19966/40500 train_loss:1.6155 aux_loss:0.0029 train_time:14407539ms step_avg:721.97ms
step:19967/40500 train_loss:1.6397 aux_loss:0.0028 train_time:14408263ms step_avg:721.97ms
step:19968/40500 train_loss:1.6606 aux_loss:0.0028 train_time:14408988ms step_avg:721.97ms
step:19969/40500 train_loss:1.6444 aux_loss:0.0029 train_time:14409709ms step_avg:721.97ms
step:19970/40500 train_loss:1.6129 aux_loss:0.0028 train_time:14410429ms step_avg:721.97ms
step:19971/40500 train_loss:1.5852 aux_loss:0.0027 train_time:14411153ms step_avg:721.97ms
step:19972/40500 train_loss:1.6162 aux_loss:0.0027 train_time:14411877ms step_avg:721.97ms
step:19973/40500 train_loss:1.6449 aux_loss:0.0026 train_time:14412600ms step_avg:721.97ms
step:19974/40500 train_loss:1.6147 aux_loss:0.0027 train_time:14413327ms step_avg:721.97ms
step:19975/40500 train_loss:1.5483 aux_loss:0.0028 train_time:14414050ms step_avg:721.97ms
step:19976/40500 train_loss:1.5708 aux_loss:0.0029 train_time:14414769ms step_avg:721.97ms
step:19977/40500 train_loss:1.6339 aux_loss:0.0027 train_time:14415492ms step_avg:721.97ms
step:19978/40500 train_loss:1.4847 aux_loss:0.0029 train_time:14416217ms step_avg:721.97ms
step:19979/40500 train_loss:1.6130 aux_loss:0.0029 train_time:14416944ms step_avg:721.97ms
step:19980/40500 train_loss:1.5391 aux_loss:0.0027 train_time:14417668ms step_avg:721.97ms
step:19981/40500 train_loss:1.5662 aux_loss:0.0026 train_time:14418390ms step_avg:721.97ms
step:19982/40500 train_loss:1.6047 aux_loss:0.0027 train_time:14419115ms step_avg:721.97ms
step:19983/40500 train_loss:1.6200 aux_loss:0.0027 train_time:14419839ms step_avg:721.97ms
step:19984/40500 train_loss:1.6128 aux_loss:0.0032 train_time:14420563ms step_avg:721.97ms
step:19985/40500 train_loss:1.6014 aux_loss:0.0029 train_time:14421286ms step_avg:721.97ms
step:19986/40500 train_loss:1.6090 aux_loss:0.0028 train_time:14422009ms step_avg:721.97ms
step:19987/40500 train_loss:1.5817 aux_loss:0.0028 train_time:14422733ms step_avg:721.97ms
step:19988/40500 train_loss:1.6160 aux_loss:0.0028 train_time:14423459ms step_avg:721.97ms
step:19989/40500 train_loss:1.6653 aux_loss:0.0027 train_time:14424183ms step_avg:721.97ms
step:19990/40500 train_loss:1.5413 aux_loss:0.0029 train_time:14424906ms step_avg:721.97ms
step:19991/40500 train_loss:1.6489 aux_loss:0.0030 train_time:14425627ms step_avg:721.97ms
step:19992/40500 train_loss:1.5571 aux_loss:0.0027 train_time:14426351ms step_avg:721.97ms
step:19993/40500 train_loss:1.5847 aux_loss:0.0026 train_time:14427076ms step_avg:721.97ms
step:19994/40500 train_loss:1.6292 aux_loss:0.0026 train_time:14427798ms step_avg:721.97ms
step:19995/40500 train_loss:1.6128 aux_loss:0.0026 train_time:14428524ms step_avg:721.97ms
step:19996/40500 train_loss:1.6286 aux_loss:0.0027 train_time:14429247ms step_avg:721.97ms
step:19997/40500 train_loss:1.6245 aux_loss:0.0026 train_time:14429969ms step_avg:721.97ms
step:19998/40500 train_loss:1.6102 aux_loss:0.0027 train_time:14430693ms step_avg:721.97ms
step:19999/40500 train_loss:1.6008 aux_loss:0.0028 train_time:14431418ms step_avg:721.97ms
step:20000/40500 train_loss:1.5940 aux_loss:0.0028 train_time:14432142ms step_avg:721.97ms
step:20000/40500 val_loss:1.6107 val_aux_loss:0.0028 train_time:14432143ms step_avg:721.97ms
step:20001/40500 train_loss:1.5981 aux_loss:0.0028 train_time:14432869ms step_avg:721.97ms
step:20002/40500 train_loss:1.6516 aux_loss:0.0026 train_time:14433592ms step_avg:721.97ms
step:20003/40500 train_loss:1.6366 aux_loss:0.0033 train_time:14434315ms step_avg:721.97ms
step:20004/40500 train_loss:1.6345 aux_loss:0.0058 train_time:14435039ms step_avg:721.97ms
step:20005/40500 train_loss:1.6818 aux_loss:0.0027 train_time:14435766ms step_avg:721.97ms
step:20006/40500 train_loss:1.5044 aux_loss:0.0028 train_time:14436488ms step_avg:721.97ms
step:20007/40500 train_loss:1.6269 aux_loss:0.0027 train_time:14437211ms step_avg:721.97ms
step:20008/40500 train_loss:1.5380 aux_loss:0.0028 train_time:14437934ms step_avg:721.97ms
step:20009/40500 train_loss:1.5866 aux_loss:0.0028 train_time:14438658ms step_avg:721.97ms
step:20010/40500 train_loss:1.6183 aux_loss:0.0028 train_time:14439383ms step_avg:721.97ms
step:20011/40500 train_loss:1.6152 aux_loss:0.0030 train_time:14440103ms step_avg:721.97ms
step:20012/40500 train_loss:1.5531 aux_loss:0.0032 train_time:14440828ms step_avg:721.97ms
step:20013/40500 train_loss:1.5900 aux_loss:0.0026 train_time:14441552ms step_avg:721.97ms
step:20014/40500 train_loss:1.5931 aux_loss:0.0027 train_time:14442275ms step_avg:721.97ms
step:20015/40500 train_loss:1.6166 aux_loss:0.0027 train_time:14442994ms step_avg:721.97ms
step:20016/40500 train_loss:1.5602 aux_loss:0.0028 train_time:14443719ms step_avg:721.97ms
step:20017/40500 train_loss:1.6160 aux_loss:0.0028 train_time:14444445ms step_avg:721.97ms
step:20018/40500 train_loss:1.5057 aux_loss:0.0027 train_time:14445166ms step_avg:721.97ms
step:20019/40500 train_loss:1.5770 aux_loss:0.0027 train_time:14445886ms step_avg:721.97ms
step:20020/40500 train_loss:1.6184 aux_loss:0.0027 train_time:14446610ms step_avg:721.97ms
step:20021/40500 train_loss:1.5802 aux_loss:0.0031 train_time:14447334ms step_avg:721.97ms
step:20022/40500 train_loss:1.5980 aux_loss:0.0027 train_time:14448056ms step_avg:721.97ms
step:20023/40500 train_loss:1.5710 aux_loss:0.0027 train_time:14448782ms step_avg:721.97ms
step:20024/40500 train_loss:1.5782 aux_loss:0.0027 train_time:14449504ms step_avg:721.97ms
step:20025/40500 train_loss:1.6351 aux_loss:0.0030 train_time:14450226ms step_avg:721.97ms
step:20026/40500 train_loss:1.6076 aux_loss:0.0028 train_time:14450949ms step_avg:721.97ms
step:20027/40500 train_loss:1.5653 aux_loss:0.0029 train_time:14451673ms step_avg:721.97ms
step:20028/40500 train_loss:1.5556 aux_loss:0.0030 train_time:14452395ms step_avg:721.97ms
step:20029/40500 train_loss:1.5678 aux_loss:0.0028 train_time:14453119ms step_avg:721.97ms
step:20030/40500 train_loss:1.5766 aux_loss:0.0037 train_time:14453843ms step_avg:721.97ms
step:20031/40500 train_loss:1.5645 aux_loss:0.0026 train_time:14454563ms step_avg:721.97ms
step:20032/40500 train_loss:1.6042 aux_loss:0.0034 train_time:14455287ms step_avg:721.97ms
step:20033/40500 train_loss:1.6193 aux_loss:0.0028 train_time:14456011ms step_avg:721.97ms
step:20034/40500 train_loss:1.5806 aux_loss:0.0051 train_time:14456734ms step_avg:721.97ms
step:20035/40500 train_loss:1.5326 aux_loss:0.0030 train_time:14457456ms step_avg:721.97ms
step:20036/40500 train_loss:1.5440 aux_loss:0.0028 train_time:14458181ms step_avg:721.97ms
step:20037/40500 train_loss:1.5755 aux_loss:0.0027 train_time:14458902ms step_avg:721.97ms
step:20038/40500 train_loss:1.5859 aux_loss:0.0029 train_time:14459623ms step_avg:721.97ms
step:20039/40500 train_loss:1.6364 aux_loss:0.0027 train_time:14460347ms step_avg:721.97ms
step:20040/40500 train_loss:1.5916 aux_loss:0.0026 train_time:14461070ms step_avg:721.97ms
step:20041/40500 train_loss:1.5735 aux_loss:0.0026 train_time:14461792ms step_avg:721.97ms
step:20042/40500 train_loss:1.5710 aux_loss:0.0027 train_time:14462519ms step_avg:721.97ms
step:20043/40500 train_loss:1.6328 aux_loss:0.0026 train_time:14463241ms step_avg:721.97ms
step:20044/40500 train_loss:1.6507 aux_loss:0.0026 train_time:14463961ms step_avg:721.97ms
step:20045/40500 train_loss:1.5941 aux_loss:0.0026 train_time:14464680ms step_avg:721.97ms
step:20046/40500 train_loss:1.5789 aux_loss:0.0027 train_time:14465402ms step_avg:721.97ms
step:20047/40500 train_loss:1.6524 aux_loss:0.0028 train_time:14466125ms step_avg:721.97ms
step:20048/40500 train_loss:1.6631 aux_loss:0.0028 train_time:14466846ms step_avg:721.97ms
step:20049/40500 train_loss:1.6422 aux_loss:0.0027 train_time:14467570ms step_avg:721.97ms
step:20050/40500 train_loss:1.6281 aux_loss:0.0029 train_time:14468293ms step_avg:721.97ms
step:20051/40500 train_loss:1.6591 aux_loss:0.0028 train_time:14469017ms step_avg:721.97ms
step:20052/40500 train_loss:1.5900 aux_loss:0.0027 train_time:14469739ms step_avg:721.97ms
step:20053/40500 train_loss:1.5921 aux_loss:0.0027 train_time:14470461ms step_avg:721.97ms
step:20054/40500 train_loss:1.6195 aux_loss:0.0027 train_time:14471183ms step_avg:721.97ms
step:20055/40500 train_loss:1.5993 aux_loss:0.0028 train_time:14471905ms step_avg:721.97ms
step:20056/40500 train_loss:1.5809 aux_loss:0.0028 train_time:14472628ms step_avg:721.97ms
step:20057/40500 train_loss:1.6282 aux_loss:0.0027 train_time:14473348ms step_avg:721.97ms
step:20058/40500 train_loss:1.5690 aux_loss:0.0027 train_time:14474072ms step_avg:721.97ms
step:20059/40500 train_loss:1.5600 aux_loss:0.0029 train_time:14474797ms step_avg:721.97ms
step:20060/40500 train_loss:1.5909 aux_loss:0.0029 train_time:14475518ms step_avg:721.97ms
step:20061/40500 train_loss:1.6772 aux_loss:0.0027 train_time:14476238ms step_avg:721.97ms
step:20062/40500 train_loss:1.6071 aux_loss:0.0026 train_time:14476960ms step_avg:721.97ms
step:20063/40500 train_loss:1.6008 aux_loss:0.0027 train_time:14477683ms step_avg:721.97ms
step:20064/40500 train_loss:1.6381 aux_loss:0.0026 train_time:14478405ms step_avg:721.97ms
step:20065/40500 train_loss:1.6177 aux_loss:0.0027 train_time:14479129ms step_avg:721.97ms
step:20066/40500 train_loss:1.5939 aux_loss:0.0027 train_time:14479853ms step_avg:721.97ms
step:20067/40500 train_loss:1.5678 aux_loss:0.0029 train_time:14480576ms step_avg:721.97ms
step:20068/40500 train_loss:1.5821 aux_loss:0.0032 train_time:14481298ms step_avg:721.97ms
step:20069/40500 train_loss:1.6097 aux_loss:0.0028 train_time:14482020ms step_avg:721.97ms
step:20070/40500 train_loss:1.5823 aux_loss:0.0027 train_time:14482745ms step_avg:721.97ms
step:20071/40500 train_loss:1.5559 aux_loss:0.0030 train_time:14483469ms step_avg:721.97ms
step:20072/40500 train_loss:1.6248 aux_loss:0.0029 train_time:14484192ms step_avg:721.97ms
step:20073/40500 train_loss:1.5909 aux_loss:0.0027 train_time:14484915ms step_avg:721.97ms
step:20074/40500 train_loss:1.7347 aux_loss:0.0027 train_time:14485637ms step_avg:721.97ms
step:20075/40500 train_loss:1.6023 aux_loss:0.0028 train_time:14486361ms step_avg:721.97ms
step:20076/40500 train_loss:1.6161 aux_loss:0.0028 train_time:14487085ms step_avg:721.97ms
step:20077/40500 train_loss:1.5787 aux_loss:0.0028 train_time:14487808ms step_avg:721.97ms
step:20078/40500 train_loss:1.6325 aux_loss:0.0027 train_time:14488534ms step_avg:721.97ms
step:20079/40500 train_loss:1.5456 aux_loss:0.0028 train_time:14489256ms step_avg:721.97ms
step:20080/40500 train_loss:1.6053 aux_loss:0.0030 train_time:14489978ms step_avg:721.97ms
step:20081/40500 train_loss:1.5933 aux_loss:0.0030 train_time:14490701ms step_avg:721.97ms
step:20082/40500 train_loss:1.5981 aux_loss:0.0036 train_time:14491422ms step_avg:721.97ms
step:20083/40500 train_loss:1.6259 aux_loss:0.0031 train_time:14492146ms step_avg:721.97ms
step:20084/40500 train_loss:1.6033 aux_loss:0.0026 train_time:14492870ms step_avg:721.97ms
step:20085/40500 train_loss:1.5711 aux_loss:0.0027 train_time:14493593ms step_avg:721.97ms
step:20086/40500 train_loss:1.5889 aux_loss:0.0027 train_time:14494315ms step_avg:721.97ms
step:20087/40500 train_loss:1.5989 aux_loss:0.0029 train_time:14495038ms step_avg:721.97ms
step:20088/40500 train_loss:1.5828 aux_loss:0.0029 train_time:14495760ms step_avg:721.97ms
step:20089/40500 train_loss:1.5671 aux_loss:0.0029 train_time:14496483ms step_avg:721.97ms
step:20090/40500 train_loss:1.5926 aux_loss:0.0027 train_time:14497206ms step_avg:721.97ms
step:20091/40500 train_loss:1.5924 aux_loss:0.0027 train_time:14497931ms step_avg:721.97ms
step:20092/40500 train_loss:1.5725 aux_loss:0.0029 train_time:14498653ms step_avg:721.97ms
step:20093/40500 train_loss:1.5178 aux_loss:0.0027 train_time:14499374ms step_avg:721.97ms
step:20094/40500 train_loss:1.5981 aux_loss:0.0026 train_time:14500099ms step_avg:721.97ms
step:20095/40500 train_loss:1.5583 aux_loss:0.0029 train_time:14500821ms step_avg:721.97ms
step:20096/40500 train_loss:1.5493 aux_loss:0.0026 train_time:14501543ms step_avg:721.97ms
step:20097/40500 train_loss:1.5525 aux_loss:0.0026 train_time:14502268ms step_avg:721.97ms
step:20098/40500 train_loss:1.6627 aux_loss:0.0028 train_time:14502990ms step_avg:721.97ms
step:20099/40500 train_loss:1.6735 aux_loss:0.0028 train_time:14503711ms step_avg:721.97ms
step:20100/40500 train_loss:1.5848 aux_loss:0.0027 train_time:14504434ms step_avg:721.97ms
step:20101/40500 train_loss:1.6028 aux_loss:0.0029 train_time:14505157ms step_avg:721.97ms
step:20102/40500 train_loss:1.5354 aux_loss:0.0028 train_time:14505880ms step_avg:721.97ms
step:20103/40500 train_loss:1.5681 aux_loss:0.0026 train_time:14506606ms step_avg:721.97ms
step:20104/40500 train_loss:1.5068 aux_loss:0.0027 train_time:14507328ms step_avg:721.97ms
step:20105/40500 train_loss:1.5538 aux_loss:0.0027 train_time:14508047ms step_avg:721.97ms
step:20106/40500 train_loss:1.5984 aux_loss:0.0027 train_time:14508768ms step_avg:721.97ms
step:20107/40500 train_loss:1.6155 aux_loss:0.0028 train_time:14509491ms step_avg:721.97ms
step:20108/40500 train_loss:1.5770 aux_loss:0.0028 train_time:14510210ms step_avg:721.97ms
step:20109/40500 train_loss:1.5773 aux_loss:0.0026 train_time:14510933ms step_avg:721.97ms
step:20110/40500 train_loss:1.6617 aux_loss:0.0031 train_time:14511657ms step_avg:721.97ms
step:20111/40500 train_loss:1.6563 aux_loss:0.0028 train_time:14512380ms step_avg:721.97ms
step:20112/40500 train_loss:1.6103 aux_loss:0.0030 train_time:14513106ms step_avg:721.97ms
step:20113/40500 train_loss:1.5868 aux_loss:0.0029 train_time:14513827ms step_avg:721.97ms
step:20114/40500 train_loss:1.6234 aux_loss:0.0029 train_time:14514550ms step_avg:721.97ms
step:20115/40500 train_loss:1.5961 aux_loss:0.0028 train_time:14515274ms step_avg:721.97ms
step:20116/40500 train_loss:1.6068 aux_loss:0.0027 train_time:14515997ms step_avg:721.97ms
step:20117/40500 train_loss:1.5784 aux_loss:0.0027 train_time:14516720ms step_avg:721.97ms
step:20118/40500 train_loss:1.6704 aux_loss:0.0026 train_time:14517443ms step_avg:721.97ms
step:20119/40500 train_loss:1.5874 aux_loss:0.0028 train_time:14518166ms step_avg:721.97ms
step:20120/40500 train_loss:1.5722 aux_loss:0.0026 train_time:14518885ms step_avg:721.97ms
step:20121/40500 train_loss:1.5619 aux_loss:0.0027 train_time:14519608ms step_avg:721.97ms
step:20122/40500 train_loss:1.5281 aux_loss:0.0026 train_time:14520331ms step_avg:721.97ms
step:20123/40500 train_loss:1.6461 aux_loss:0.0029 train_time:14521052ms step_avg:721.97ms
step:20124/40500 train_loss:1.5620 aux_loss:0.0026 train_time:14521775ms step_avg:721.97ms
step:20125/40500 train_loss:1.5467 aux_loss:0.0026 train_time:14522500ms step_avg:721.97ms
step:20126/40500 train_loss:1.6178 aux_loss:0.0038 train_time:14523222ms step_avg:721.97ms
step:20127/40500 train_loss:1.6612 aux_loss:0.0030 train_time:14523944ms step_avg:721.97ms
step:20128/40500 train_loss:1.6725 aux_loss:0.0029 train_time:14524666ms step_avg:721.97ms
step:20129/40500 train_loss:1.5939 aux_loss:0.0028 train_time:14525389ms step_avg:721.97ms
step:20130/40500 train_loss:1.6727 aux_loss:0.0028 train_time:14526111ms step_avg:721.97ms
step:20131/40500 train_loss:1.5954 aux_loss:0.0027 train_time:14526834ms step_avg:721.97ms
step:20132/40500 train_loss:1.6233 aux_loss:0.0027 train_time:14527559ms step_avg:721.97ms
step:20133/40500 train_loss:1.6351 aux_loss:0.0027 train_time:14528281ms step_avg:721.97ms
step:20134/40500 train_loss:1.5321 aux_loss:0.0025 train_time:14529002ms step_avg:721.97ms
step:20135/40500 train_loss:1.5209 aux_loss:0.0026 train_time:14529726ms step_avg:721.97ms
step:20136/40500 train_loss:1.6094 aux_loss:0.0027 train_time:14530444ms step_avg:721.97ms
step:20137/40500 train_loss:1.5365 aux_loss:0.0032 train_time:14531166ms step_avg:721.97ms
step:20138/40500 train_loss:1.6139 aux_loss:0.0032 train_time:14531888ms step_avg:721.97ms
step:20139/40500 train_loss:1.6115 aux_loss:0.0027 train_time:14532608ms step_avg:721.97ms
step:20140/40500 train_loss:1.6693 aux_loss:0.0026 train_time:14533332ms step_avg:721.97ms
step:20141/40500 train_loss:1.5870 aux_loss:0.0025 train_time:14534056ms step_avg:721.97ms
step:20142/40500 train_loss:1.6498 aux_loss:0.0031 train_time:14534778ms step_avg:721.97ms
step:20143/40500 train_loss:1.5678 aux_loss:0.0029 train_time:14535500ms step_avg:721.97ms
step:20144/40500 train_loss:1.6020 aux_loss:0.0028 train_time:14536222ms step_avg:721.97ms
step:20145/40500 train_loss:1.5821 aux_loss:0.0028 train_time:14536944ms step_avg:721.97ms
step:20146/40500 train_loss:1.6141 aux_loss:0.0027 train_time:14537666ms step_avg:721.97ms
step:20147/40500 train_loss:1.6525 aux_loss:0.0029 train_time:14538388ms step_avg:721.97ms
step:20148/40500 train_loss:1.6214 aux_loss:0.0028 train_time:14539113ms step_avg:721.97ms
step:20149/40500 train_loss:1.5605 aux_loss:0.0028 train_time:14539835ms step_avg:721.97ms
step:20150/40500 train_loss:1.6048 aux_loss:0.0029 train_time:14540558ms step_avg:721.97ms
step:20151/40500 train_loss:1.6198 aux_loss:0.0028 train_time:14541279ms step_avg:721.97ms
step:20152/40500 train_loss:1.6268 aux_loss:0.0027 train_time:14542001ms step_avg:721.97ms
step:20153/40500 train_loss:1.6462 aux_loss:0.0031 train_time:14542722ms step_avg:721.97ms
step:20154/40500 train_loss:1.6408 aux_loss:0.0031 train_time:14543444ms step_avg:721.97ms
step:20155/40500 train_loss:1.6648 aux_loss:0.0031 train_time:14544164ms step_avg:721.97ms
step:20156/40500 train_loss:1.5687 aux_loss:0.0027 train_time:14544887ms step_avg:721.97ms
step:20157/40500 train_loss:1.5923 aux_loss:0.0028 train_time:14545611ms step_avg:721.97ms
step:20158/40500 train_loss:1.6329 aux_loss:0.0028 train_time:14546335ms step_avg:721.97ms
step:20159/40500 train_loss:1.6047 aux_loss:0.0030 train_time:14547055ms step_avg:721.97ms
step:20160/40500 train_loss:1.6035 aux_loss:0.0030 train_time:14547777ms step_avg:721.97ms
step:20161/40500 train_loss:1.5523 aux_loss:0.0029 train_time:14548500ms step_avg:721.97ms
step:20162/40500 train_loss:1.6104 aux_loss:0.0032 train_time:14549219ms step_avg:721.97ms
step:20163/40500 train_loss:1.6232 aux_loss:0.0029 train_time:14549940ms step_avg:721.97ms
step:20164/40500 train_loss:1.6234 aux_loss:0.0027 train_time:14550663ms step_avg:721.97ms
step:20165/40500 train_loss:1.6551 aux_loss:0.0028 train_time:14551386ms step_avg:721.97ms
step:20166/40500 train_loss:1.7204 aux_loss:0.0029 train_time:14552111ms step_avg:721.97ms
step:20167/40500 train_loss:1.5573 aux_loss:0.0029 train_time:14552834ms step_avg:721.97ms
step:20168/40500 train_loss:1.5589 aux_loss:0.0032 train_time:14553557ms step_avg:721.97ms
step:20169/40500 train_loss:1.5645 aux_loss:0.0027 train_time:14554278ms step_avg:721.97ms
step:20170/40500 train_loss:1.5783 aux_loss:0.0028 train_time:14555001ms step_avg:721.97ms
step:20171/40500 train_loss:1.5906 aux_loss:0.0030 train_time:14555723ms step_avg:721.97ms
step:20172/40500 train_loss:1.5863 aux_loss:0.0029 train_time:14556447ms step_avg:721.97ms
step:20173/40500 train_loss:1.6085 aux_loss:0.0030 train_time:14557171ms step_avg:721.97ms
step:20174/40500 train_loss:1.5975 aux_loss:0.0028 train_time:14557893ms step_avg:721.97ms
step:20175/40500 train_loss:1.6175 aux_loss:0.0028 train_time:14558615ms step_avg:721.97ms
step:20176/40500 train_loss:1.5707 aux_loss:0.0032 train_time:14559337ms step_avg:721.97ms
step:20177/40500 train_loss:1.6128 aux_loss:0.0028 train_time:14560058ms step_avg:721.97ms
step:20178/40500 train_loss:1.6166 aux_loss:0.0026 train_time:14560780ms step_avg:721.97ms
step:20179/40500 train_loss:1.5482 aux_loss:0.0027 train_time:14561503ms step_avg:721.97ms
step:20180/40500 train_loss:1.6330 aux_loss:0.0028 train_time:14562228ms step_avg:721.97ms
step:20181/40500 train_loss:1.6030 aux_loss:0.0026 train_time:14562952ms step_avg:721.97ms
step:20182/40500 train_loss:1.5787 aux_loss:0.0026 train_time:14563672ms step_avg:721.97ms
step:20183/40500 train_loss:1.6403 aux_loss:0.0028 train_time:14564394ms step_avg:721.97ms
step:20184/40500 train_loss:1.6158 aux_loss:0.0028 train_time:14565115ms step_avg:721.97ms
step:20185/40500 train_loss:1.5916 aux_loss:0.0029 train_time:14565836ms step_avg:721.97ms
step:20186/40500 train_loss:1.6079 aux_loss:0.0027 train_time:14566557ms step_avg:721.97ms
step:20187/40500 train_loss:1.5988 aux_loss:0.0042 train_time:14567280ms step_avg:721.97ms
step:20188/40500 train_loss:1.5842 aux_loss:0.0027 train_time:14568002ms step_avg:721.97ms
step:20189/40500 train_loss:1.6065 aux_loss:0.0026 train_time:14568725ms step_avg:721.97ms
step:20190/40500 train_loss:1.6299 aux_loss:0.0026 train_time:14569449ms step_avg:721.97ms
step:20191/40500 train_loss:1.5937 aux_loss:0.0027 train_time:14570170ms step_avg:721.97ms
step:20192/40500 train_loss:1.6345 aux_loss:0.0027 train_time:14570890ms step_avg:721.97ms
step:20193/40500 train_loss:1.5681 aux_loss:0.0031 train_time:14571612ms step_avg:721.97ms
step:20194/40500 train_loss:1.6493 aux_loss:0.0027 train_time:14572331ms step_avg:721.97ms
step:20195/40500 train_loss:1.5883 aux_loss:0.0027 train_time:14573053ms step_avg:721.97ms
step:20196/40500 train_loss:1.6120 aux_loss:0.0028 train_time:14573775ms step_avg:721.97ms
step:20197/40500 train_loss:1.5868 aux_loss:0.0027 train_time:14574498ms step_avg:721.97ms
step:20198/40500 train_loss:1.6142 aux_loss:0.0029 train_time:14575220ms step_avg:721.97ms
step:20199/40500 train_loss:1.6546 aux_loss:0.0030 train_time:14575942ms step_avg:721.97ms
step:20200/40500 train_loss:1.6198 aux_loss:0.0029 train_time:14576666ms step_avg:721.97ms
step:20201/40500 train_loss:1.6074 aux_loss:0.0028 train_time:14577389ms step_avg:721.97ms
step:20202/40500 train_loss:1.6133 aux_loss:0.0031 train_time:14578110ms step_avg:721.97ms
step:20203/40500 train_loss:1.5822 aux_loss:0.0028 train_time:14578831ms step_avg:721.97ms
step:20204/40500 train_loss:1.6215 aux_loss:0.0027 train_time:14579553ms step_avg:721.97ms
step:20205/40500 train_loss:1.6034 aux_loss:0.0027 train_time:14580272ms step_avg:721.97ms
step:20206/40500 train_loss:1.5791 aux_loss:0.0026 train_time:14580995ms step_avg:721.97ms
step:20207/40500 train_loss:1.6134 aux_loss:0.0028 train_time:14581720ms step_avg:721.97ms
step:20208/40500 train_loss:1.5985 aux_loss:0.0026 train_time:14582443ms step_avg:721.97ms
step:20209/40500 train_loss:1.5742 aux_loss:0.0028 train_time:14583166ms step_avg:721.97ms
step:20210/40500 train_loss:1.6196 aux_loss:0.0026 train_time:14583887ms step_avg:721.97ms
step:20211/40500 train_loss:1.6025 aux_loss:0.0027 train_time:14584607ms step_avg:721.97ms
step:20212/40500 train_loss:1.5814 aux_loss:0.0028 train_time:14585326ms step_avg:721.97ms
step:20213/40500 train_loss:1.5611 aux_loss:0.0027 train_time:14586046ms step_avg:721.97ms
step:20214/40500 train_loss:1.6073 aux_loss:0.0026 train_time:14586768ms step_avg:721.97ms
step:20215/40500 train_loss:1.5920 aux_loss:0.0032 train_time:14587490ms step_avg:721.97ms
step:20216/40500 train_loss:1.5958 aux_loss:0.0026 train_time:14588211ms step_avg:721.97ms
step:20217/40500 train_loss:1.5961 aux_loss:0.0028 train_time:14588933ms step_avg:721.97ms
step:20218/40500 train_loss:1.6235 aux_loss:0.0028 train_time:14589652ms step_avg:721.97ms
step:20219/40500 train_loss:1.5724 aux_loss:0.0027 train_time:14590369ms step_avg:721.97ms
step:20220/40500 train_loss:1.6250 aux_loss:0.0029 train_time:14591092ms step_avg:721.97ms
step:20221/40500 train_loss:1.5027 aux_loss:0.0028 train_time:14591812ms step_avg:721.97ms
step:20222/40500 train_loss:1.6063 aux_loss:0.0028 train_time:14592534ms step_avg:721.97ms
step:20223/40500 train_loss:1.5954 aux_loss:0.0028 train_time:14593257ms step_avg:721.97ms
step:20224/40500 train_loss:1.5941 aux_loss:0.0028 train_time:14593982ms step_avg:721.97ms
step:20225/40500 train_loss:1.6120 aux_loss:0.0034 train_time:14594703ms step_avg:721.97ms
step:20226/40500 train_loss:1.6038 aux_loss:0.0027 train_time:14595424ms step_avg:721.97ms
step:20227/40500 train_loss:1.5829 aux_loss:0.0029 train_time:14596144ms step_avg:721.97ms
step:20228/40500 train_loss:1.5641 aux_loss:0.0027 train_time:14596864ms step_avg:721.97ms
step:20229/40500 train_loss:1.6657 aux_loss:0.0027 train_time:14597585ms step_avg:721.97ms
step:20230/40500 train_loss:1.5944 aux_loss:0.0027 train_time:14598305ms step_avg:721.97ms
step:20231/40500 train_loss:1.6151 aux_loss:0.0029 train_time:14599029ms step_avg:721.97ms
step:20232/40500 train_loss:1.5998 aux_loss:0.0032 train_time:14599752ms step_avg:721.97ms
step:20233/40500 train_loss:1.6208 aux_loss:0.0028 train_time:14600473ms step_avg:721.97ms
step:20234/40500 train_loss:1.6216 aux_loss:0.0026 train_time:14601196ms step_avg:721.97ms
step:20235/40500 train_loss:1.6268 aux_loss:0.0027 train_time:14601921ms step_avg:721.97ms
step:20236/40500 train_loss:1.5937 aux_loss:0.0027 train_time:14602641ms step_avg:721.97ms
step:20237/40500 train_loss:1.5407 aux_loss:0.0036 train_time:14603362ms step_avg:721.97ms
step:20238/40500 train_loss:1.6735 aux_loss:0.0030 train_time:14604086ms step_avg:721.97ms
step:20239/40500 train_loss:1.5843 aux_loss:0.0029 train_time:14604806ms step_avg:721.97ms
step:20240/40500 train_loss:1.6166 aux_loss:0.0029 train_time:14605529ms step_avg:721.97ms
step:20241/40500 train_loss:1.5761 aux_loss:0.0028 train_time:14606253ms step_avg:721.97ms
step:20242/40500 train_loss:1.5885 aux_loss:0.0029 train_time:14606976ms step_avg:721.97ms
step:20243/40500 train_loss:1.6051 aux_loss:0.0029 train_time:14607697ms step_avg:721.97ms
step:20244/40500 train_loss:1.6384 aux_loss:0.0028 train_time:14608419ms step_avg:721.97ms
step:20245/40500 train_loss:1.5724 aux_loss:0.0029 train_time:14609140ms step_avg:721.97ms
step:20246/40500 train_loss:1.6234 aux_loss:0.0029 train_time:14609861ms step_avg:721.97ms
step:20247/40500 train_loss:1.6461 aux_loss:0.0028 train_time:14610586ms step_avg:721.97ms
step:20248/40500 train_loss:1.6289 aux_loss:0.0026 train_time:14611308ms step_avg:721.97ms
step:20249/40500 train_loss:1.5981 aux_loss:0.0027 train_time:14612031ms step_avg:721.97ms
step:20250/40500 train_loss:1.6286 aux_loss:0.0027 train_time:14612752ms step_avg:721.97ms
step:20251/40500 train_loss:1.5567 aux_loss:0.0028 train_time:14613475ms step_avg:721.97ms
step:20252/40500 train_loss:1.6160 aux_loss:0.0027 train_time:14614197ms step_avg:721.97ms
step:20253/40500 train_loss:1.6202 aux_loss:0.0028 train_time:14614916ms step_avg:721.97ms
step:20254/40500 train_loss:1.6917 aux_loss:0.0026 train_time:14615638ms step_avg:721.97ms
step:20255/40500 train_loss:1.6163 aux_loss:0.0028 train_time:14616359ms step_avg:721.97ms
step:20256/40500 train_loss:1.6071 aux_loss:0.0028 train_time:14617081ms step_avg:721.97ms
step:20257/40500 train_loss:1.6121 aux_loss:0.0029 train_time:14617803ms step_avg:721.97ms
step:20258/40500 train_loss:1.6556 aux_loss:0.0028 train_time:14618525ms step_avg:721.97ms
step:20259/40500 train_loss:1.5643 aux_loss:0.0029 train_time:14619247ms step_avg:721.97ms
step:20260/40500 train_loss:1.6218 aux_loss:0.0028 train_time:14619970ms step_avg:721.97ms
step:20261/40500 train_loss:1.5785 aux_loss:0.0029 train_time:14620693ms step_avg:721.97ms
step:20262/40500 train_loss:1.5772 aux_loss:0.0027 train_time:14621416ms step_avg:721.97ms
step:20263/40500 train_loss:1.5979 aux_loss:0.0027 train_time:14622135ms step_avg:721.97ms
step:20264/40500 train_loss:1.5924 aux_loss:0.0027 train_time:14622856ms step_avg:721.97ms
step:20265/40500 train_loss:1.5872 aux_loss:0.0028 train_time:14623577ms step_avg:721.97ms
step:20266/40500 train_loss:1.5588 aux_loss:0.0027 train_time:14624298ms step_avg:721.97ms
step:20267/40500 train_loss:1.6187 aux_loss:0.0028 train_time:14625020ms step_avg:721.97ms
step:20268/40500 train_loss:1.5725 aux_loss:0.0026 train_time:14625742ms step_avg:721.97ms
step:20269/40500 train_loss:1.6049 aux_loss:0.0026 train_time:14626463ms step_avg:721.97ms
step:20270/40500 train_loss:1.6675 aux_loss:0.0027 train_time:14627182ms step_avg:721.97ms
step:20271/40500 train_loss:1.5897 aux_loss:0.0028 train_time:14627906ms step_avg:721.97ms
step:20272/40500 train_loss:1.6119 aux_loss:0.0026 train_time:14628631ms step_avg:721.97ms
step:20273/40500 train_loss:1.6057 aux_loss:0.0026 train_time:14629355ms step_avg:721.97ms
step:20274/40500 train_loss:1.6355 aux_loss:0.0027 train_time:14630074ms step_avg:721.97ms
step:20275/40500 train_loss:1.5729 aux_loss:0.0029 train_time:14630794ms step_avg:721.97ms
step:20276/40500 train_loss:1.6281 aux_loss:0.0027 train_time:14631515ms step_avg:721.97ms
step:20277/40500 train_loss:1.6108 aux_loss:0.0029 train_time:14632236ms step_avg:721.97ms
step:20278/40500 train_loss:1.5984 aux_loss:0.0027 train_time:14632960ms step_avg:721.97ms
step:20279/40500 train_loss:1.6320 aux_loss:0.0029 train_time:14633683ms step_avg:721.97ms
step:20280/40500 train_loss:1.5703 aux_loss:0.0026 train_time:14634406ms step_avg:721.97ms
step:20281/40500 train_loss:1.5402 aux_loss:0.0029 train_time:14635131ms step_avg:721.97ms
step:20282/40500 train_loss:1.5827 aux_loss:0.0027 train_time:14635852ms step_avg:721.97ms
step:20283/40500 train_loss:1.6461 aux_loss:0.0028 train_time:14636572ms step_avg:721.97ms
step:20284/40500 train_loss:1.6230 aux_loss:0.0027 train_time:14637295ms step_avg:721.97ms
step:20285/40500 train_loss:1.6301 aux_loss:0.0029 train_time:14638017ms step_avg:721.97ms
step:20286/40500 train_loss:1.6397 aux_loss:0.0029 train_time:14638739ms step_avg:721.97ms
step:20287/40500 train_loss:1.6015 aux_loss:0.0028 train_time:14639463ms step_avg:721.97ms
step:20288/40500 train_loss:1.5890 aux_loss:0.0028 train_time:14640188ms step_avg:721.97ms
step:20289/40500 train_loss:1.5664 aux_loss:0.0029 train_time:14640906ms step_avg:721.97ms
step:20290/40500 train_loss:1.6173 aux_loss:0.0027 train_time:14641627ms step_avg:721.97ms
step:20291/40500 train_loss:1.6165 aux_loss:0.0027 train_time:14642350ms step_avg:721.97ms
step:20292/40500 train_loss:1.5464 aux_loss:0.0026 train_time:14643071ms step_avg:721.97ms
step:20293/40500 train_loss:1.5755 aux_loss:0.0026 train_time:14643791ms step_avg:721.97ms
step:20294/40500 train_loss:1.6186 aux_loss:0.0031 train_time:14644513ms step_avg:721.97ms
step:20295/40500 train_loss:1.5529 aux_loss:0.0026 train_time:14645236ms step_avg:721.97ms
step:20296/40500 train_loss:1.6288 aux_loss:0.0028 train_time:14645956ms step_avg:721.97ms
step:20297/40500 train_loss:1.5917 aux_loss:0.0026 train_time:14646677ms step_avg:721.97ms
step:20298/40500 train_loss:1.6492 aux_loss:0.0028 train_time:14647399ms step_avg:721.97ms
step:20299/40500 train_loss:1.6065 aux_loss:0.0025 train_time:14648123ms step_avg:721.97ms
step:20300/40500 train_loss:1.5532 aux_loss:0.0024 train_time:14648846ms step_avg:721.97ms
step:20301/40500 train_loss:1.6393 aux_loss:0.0026 train_time:14649565ms step_avg:721.97ms
step:20302/40500 train_loss:1.5635 aux_loss:0.0025 train_time:14650288ms step_avg:721.97ms
step:20303/40500 train_loss:1.6028 aux_loss:0.0025 train_time:14651009ms step_avg:721.97ms
step:20304/40500 train_loss:1.6913 aux_loss:0.0026 train_time:14651730ms step_avg:721.97ms
step:20305/40500 train_loss:1.5661 aux_loss:0.0027 train_time:14652450ms step_avg:721.97ms
step:20306/40500 train_loss:1.6090 aux_loss:0.0029 train_time:14653171ms step_avg:721.97ms
step:20307/40500 train_loss:1.6519 aux_loss:0.0029 train_time:14653892ms step_avg:721.97ms
step:20308/40500 train_loss:1.6283 aux_loss:0.0028 train_time:14654613ms step_avg:721.97ms
step:20309/40500 train_loss:1.6138 aux_loss:0.0030 train_time:14655335ms step_avg:721.97ms
step:20310/40500 train_loss:1.5152 aux_loss:0.0027 train_time:14656056ms step_avg:721.97ms
step:20311/40500 train_loss:1.5950 aux_loss:0.0026 train_time:14656780ms step_avg:721.97ms
step:20312/40500 train_loss:1.6498 aux_loss:0.0026 train_time:14657502ms step_avg:721.97ms
step:20313/40500 train_loss:1.5983 aux_loss:0.0026 train_time:14658222ms step_avg:721.97ms
step:20314/40500 train_loss:1.5618 aux_loss:0.0026 train_time:14658948ms step_avg:721.97ms
step:20315/40500 train_loss:1.6297 aux_loss:0.0026 train_time:14659667ms step_avg:721.97ms
step:20316/40500 train_loss:1.5722 aux_loss:0.0026 train_time:14660387ms step_avg:721.97ms
step:20317/40500 train_loss:1.5413 aux_loss:0.0027 train_time:14661107ms step_avg:721.97ms
step:20318/40500 train_loss:1.5994 aux_loss:0.0027 train_time:14661828ms step_avg:721.97ms
step:20319/40500 train_loss:1.6056 aux_loss:0.0028 train_time:14662548ms step_avg:721.97ms
step:20320/40500 train_loss:1.5891 aux_loss:0.0027 train_time:14663271ms step_avg:721.97ms
step:20321/40500 train_loss:1.5828 aux_loss:0.0027 train_time:14663994ms step_avg:721.97ms
step:20322/40500 train_loss:1.5871 aux_loss:0.0025 train_time:14664716ms step_avg:721.97ms
step:20323/40500 train_loss:1.6812 aux_loss:0.0030 train_time:14665438ms step_avg:721.97ms
step:20324/40500 train_loss:1.5563 aux_loss:0.0028 train_time:14666163ms step_avg:721.97ms
step:20325/40500 train_loss:1.6052 aux_loss:0.0028 train_time:14666883ms step_avg:721.97ms
step:20326/40500 train_loss:1.5890 aux_loss:0.0027 train_time:14667603ms step_avg:721.97ms
step:20327/40500 train_loss:1.5943 aux_loss:0.0026 train_time:14668327ms step_avg:721.97ms
step:20328/40500 train_loss:1.6431 aux_loss:0.0026 train_time:14669046ms step_avg:721.97ms
step:20329/40500 train_loss:1.6119 aux_loss:0.0031 train_time:14669765ms step_avg:721.97ms
step:20330/40500 train_loss:1.6079 aux_loss:0.0027 train_time:14670486ms step_avg:721.97ms
step:20331/40500 train_loss:1.5640 aux_loss:0.0030 train_time:14671205ms step_avg:721.97ms
step:20332/40500 train_loss:1.6404 aux_loss:0.0029 train_time:14671922ms step_avg:721.97ms
step:20333/40500 train_loss:1.5964 aux_loss:0.0029 train_time:14672644ms step_avg:721.97ms
step:20334/40500 train_loss:1.6147 aux_loss:0.0028 train_time:14673366ms step_avg:721.97ms
step:20335/40500 train_loss:1.6425 aux_loss:0.0035 train_time:14674086ms step_avg:721.97ms
step:20336/40500 train_loss:1.5776 aux_loss:0.0030 train_time:14674807ms step_avg:721.97ms
step:20337/40500 train_loss:1.6172 aux_loss:0.0027 train_time:14675532ms step_avg:721.97ms
step:20338/40500 train_loss:1.6209 aux_loss:0.0030 train_time:14676254ms step_avg:721.97ms
step:20339/40500 train_loss:1.6140 aux_loss:0.0028 train_time:14676975ms step_avg:721.97ms
step:20340/40500 train_loss:1.6164 aux_loss:0.0027 train_time:14677697ms step_avg:721.97ms
step:20341/40500 train_loss:1.6153 aux_loss:0.0027 train_time:14678419ms step_avg:721.97ms
step:20342/40500 train_loss:1.6271 aux_loss:0.0028 train_time:14679140ms step_avg:721.97ms
step:20343/40500 train_loss:1.5256 aux_loss:0.0030 train_time:14679857ms step_avg:721.97ms
step:20344/40500 train_loss:1.6126 aux_loss:0.0026 train_time:14680579ms step_avg:721.97ms
step:20345/40500 train_loss:1.6273 aux_loss:0.0026 train_time:14681299ms step_avg:721.97ms
step:20346/40500 train_loss:1.6064 aux_loss:0.0027 train_time:14682018ms step_avg:721.97ms
step:20347/40500 train_loss:1.5781 aux_loss:0.0028 train_time:14682738ms step_avg:721.97ms
step:20348/40500 train_loss:1.6210 aux_loss:0.0028 train_time:14683458ms step_avg:721.97ms
step:20349/40500 train_loss:1.5472 aux_loss:0.0027 train_time:14684180ms step_avg:721.97ms
step:20350/40500 train_loss:1.6163 aux_loss:0.0027 train_time:14684900ms step_avg:721.97ms
step:20351/40500 train_loss:1.5762 aux_loss:0.0027 train_time:14685621ms step_avg:721.97ms
step:20352/40500 train_loss:1.5881 aux_loss:0.0026 train_time:14686342ms step_avg:721.97ms
step:20353/40500 train_loss:1.6531 aux_loss:0.0027 train_time:14687063ms step_avg:721.97ms
step:20354/40500 train_loss:1.5804 aux_loss:0.0028 train_time:14687785ms step_avg:721.97ms
step:20355/40500 train_loss:1.6523 aux_loss:0.0028 train_time:14688506ms step_avg:721.97ms
step:20356/40500 train_loss:1.6411 aux_loss:0.0035 train_time:14689228ms step_avg:721.97ms
step:20357/40500 train_loss:1.6368 aux_loss:0.0027 train_time:14689951ms step_avg:721.97ms
step:20358/40500 train_loss:1.6365 aux_loss:0.0028 train_time:14690675ms step_avg:721.97ms
step:20359/40500 train_loss:1.6056 aux_loss:0.0037 train_time:14691396ms step_avg:721.97ms
step:20360/40500 train_loss:1.6163 aux_loss:0.0027 train_time:14692118ms step_avg:721.97ms
step:20361/40500 train_loss:1.6177 aux_loss:0.0029 train_time:14692840ms step_avg:721.97ms
step:20362/40500 train_loss:1.5908 aux_loss:0.0028 train_time:14693559ms step_avg:721.97ms
step:20363/40500 train_loss:1.6281 aux_loss:0.0030 train_time:14694279ms step_avg:721.97ms
step:20364/40500 train_loss:1.6044 aux_loss:0.0030 train_time:14695000ms step_avg:721.97ms
step:20365/40500 train_loss:1.6584 aux_loss:0.0028 train_time:14695720ms step_avg:721.97ms
step:20366/40500 train_loss:1.6013 aux_loss:0.0027 train_time:14696443ms step_avg:721.97ms
step:20367/40500 train_loss:1.5951 aux_loss:0.0028 train_time:14697168ms step_avg:721.97ms
step:20368/40500 train_loss:1.5818 aux_loss:0.0027 train_time:14697889ms step_avg:721.97ms
step:20369/40500 train_loss:1.5896 aux_loss:0.0028 train_time:14698613ms step_avg:721.97ms
step:20370/40500 train_loss:1.6156 aux_loss:0.0028 train_time:14699334ms step_avg:721.97ms
step:20371/40500 train_loss:1.5912 aux_loss:0.0029 train_time:14700054ms step_avg:721.97ms
step:20372/40500 train_loss:1.6152 aux_loss:0.0029 train_time:14700776ms step_avg:721.97ms
step:20373/40500 train_loss:1.5784 aux_loss:0.0029 train_time:14701499ms step_avg:721.97ms
step:20374/40500 train_loss:1.5589 aux_loss:0.0029 train_time:14702219ms step_avg:721.97ms
step:20375/40500 train_loss:1.5704 aux_loss:0.0027 train_time:14702942ms step_avg:721.97ms
step:20376/40500 train_loss:1.5986 aux_loss:0.0028 train_time:14703665ms step_avg:721.97ms
step:20377/40500 train_loss:1.5673 aux_loss:0.0028 train_time:14704387ms step_avg:721.97ms
step:20378/40500 train_loss:1.5957 aux_loss:0.0027 train_time:14705110ms step_avg:721.97ms
step:20379/40500 train_loss:1.5550 aux_loss:0.0026 train_time:14705829ms step_avg:721.97ms
step:20380/40500 train_loss:1.6341 aux_loss:0.0025 train_time:14706551ms step_avg:721.97ms
step:20381/40500 train_loss:1.5605 aux_loss:0.0026 train_time:14707274ms step_avg:721.97ms
step:20382/40500 train_loss:1.5887 aux_loss:0.0027 train_time:14707995ms step_avg:721.97ms
step:20383/40500 train_loss:1.6459 aux_loss:0.0032 train_time:14708714ms step_avg:721.97ms
step:20384/40500 train_loss:1.5984 aux_loss:0.0028 train_time:14709434ms step_avg:721.97ms
step:20385/40500 train_loss:1.6500 aux_loss:0.0030 train_time:14710155ms step_avg:721.97ms
step:20386/40500 train_loss:1.6230 aux_loss:0.0027 train_time:14710877ms step_avg:721.97ms
step:20387/40500 train_loss:1.5580 aux_loss:0.0027 train_time:14711598ms step_avg:721.97ms
step:20388/40500 train_loss:1.6404 aux_loss:0.0028 train_time:14712319ms step_avg:721.97ms
step:20389/40500 train_loss:1.5957 aux_loss:0.0028 train_time:14713043ms step_avg:721.97ms
step:20390/40500 train_loss:1.6352 aux_loss:0.0029 train_time:14713764ms step_avg:721.97ms
step:20391/40500 train_loss:1.5300 aux_loss:0.0028 train_time:14714488ms step_avg:721.97ms
step:20392/40500 train_loss:1.6156 aux_loss:0.0029 train_time:14715208ms step_avg:721.97ms
step:20393/40500 train_loss:1.6076 aux_loss:0.0028 train_time:14715929ms step_avg:721.97ms
step:20394/40500 train_loss:1.5739 aux_loss:0.0028 train_time:14716652ms step_avg:721.97ms
step:20395/40500 train_loss:1.6073 aux_loss:0.0030 train_time:14717373ms step_avg:721.97ms
step:20396/40500 train_loss:1.5801 aux_loss:0.0033 train_time:14718094ms step_avg:721.97ms
step:20397/40500 train_loss:1.5884 aux_loss:0.0029 train_time:14718815ms step_avg:721.97ms
step:20398/40500 train_loss:1.6385 aux_loss:0.0028 train_time:14719537ms step_avg:721.97ms
step:20399/40500 train_loss:1.6378 aux_loss:0.0027 train_time:14720259ms step_avg:721.97ms
step:20400/40500 train_loss:1.6644 aux_loss:0.0028 train_time:14720983ms step_avg:721.97ms
step:20401/40500 train_loss:1.6269 aux_loss:0.0027 train_time:14721703ms step_avg:721.97ms
step:20402/40500 train_loss:1.5699 aux_loss:0.0028 train_time:14722430ms step_avg:721.97ms
step:20403/40500 train_loss:1.5838 aux_loss:0.0028 train_time:14723150ms step_avg:721.97ms
step:20404/40500 train_loss:1.6102 aux_loss:0.0030 train_time:14723869ms step_avg:721.97ms
step:20405/40500 train_loss:1.6251 aux_loss:0.0028 train_time:14724588ms step_avg:721.97ms
step:20406/40500 train_loss:1.5971 aux_loss:0.0030 train_time:14725310ms step_avg:721.97ms
step:20407/40500 train_loss:1.5723 aux_loss:0.0027 train_time:14726031ms step_avg:721.97ms
step:20408/40500 train_loss:1.6051 aux_loss:0.0028 train_time:14726753ms step_avg:721.97ms
step:20409/40500 train_loss:1.5594 aux_loss:0.0027 train_time:14727475ms step_avg:721.97ms
step:20410/40500 train_loss:1.5816 aux_loss:0.0026 train_time:14728197ms step_avg:721.97ms
step:20411/40500 train_loss:1.6048 aux_loss:0.0029 train_time:14728923ms step_avg:721.97ms
step:20412/40500 train_loss:1.5543 aux_loss:0.0027 train_time:14729645ms step_avg:721.97ms
step:20413/40500 train_loss:1.6207 aux_loss:0.0030 train_time:14730365ms step_avg:721.97ms
step:20414/40500 train_loss:1.5965 aux_loss:0.0028 train_time:14731084ms step_avg:721.97ms
step:20415/40500 train_loss:1.6406 aux_loss:0.0028 train_time:14731805ms step_avg:721.97ms
step:20416/40500 train_loss:1.5778 aux_loss:0.0029 train_time:14732525ms step_avg:721.97ms
step:20417/40500 train_loss:1.5774 aux_loss:0.0030 train_time:14733248ms step_avg:721.97ms
step:20418/40500 train_loss:1.5782 aux_loss:0.0027 train_time:14733968ms step_avg:721.97ms
step:20419/40500 train_loss:1.5597 aux_loss:0.0027 train_time:14734689ms step_avg:721.97ms
step:20420/40500 train_loss:1.5773 aux_loss:0.0028 train_time:14735407ms step_avg:721.97ms
step:20421/40500 train_loss:1.6279 aux_loss:0.0027 train_time:14736130ms step_avg:721.97ms
step:20422/40500 train_loss:1.5754 aux_loss:0.0027 train_time:14736853ms step_avg:721.97ms
step:20423/40500 train_loss:1.6304 aux_loss:0.0027 train_time:14737577ms step_avg:721.97ms
step:20424/40500 train_loss:1.6038 aux_loss:0.0029 train_time:14738302ms step_avg:721.97ms
step:20425/40500 train_loss:1.5960 aux_loss:0.0027 train_time:14739023ms step_avg:721.97ms
step:20426/40500 train_loss:1.5760 aux_loss:0.0036 train_time:14739743ms step_avg:721.97ms
step:20427/40500 train_loss:1.6042 aux_loss:0.0028 train_time:14740466ms step_avg:721.97ms
step:20428/40500 train_loss:1.5594 aux_loss:0.0028 train_time:14741187ms step_avg:721.97ms
step:20429/40500 train_loss:1.5604 aux_loss:0.0029 train_time:14741908ms step_avg:721.97ms
step:20430/40500 train_loss:1.5733 aux_loss:0.0027 train_time:14742629ms step_avg:721.97ms
step:20431/40500 train_loss:1.5796 aux_loss:0.0028 train_time:14743352ms step_avg:721.97ms
step:20432/40500 train_loss:1.5788 aux_loss:0.0029 train_time:14744074ms step_avg:721.97ms
step:20433/40500 train_loss:1.5677 aux_loss:0.0027 train_time:14744799ms step_avg:721.97ms
step:20434/40500 train_loss:1.6930 aux_loss:0.0026 train_time:14745520ms step_avg:721.97ms
step:20435/40500 train_loss:1.5788 aux_loss:0.0027 train_time:14746241ms step_avg:721.97ms
step:20436/40500 train_loss:1.5776 aux_loss:0.0026 train_time:14746962ms step_avg:721.97ms
step:20437/40500 train_loss:1.5380 aux_loss:0.0028 train_time:14747686ms step_avg:721.97ms
step:20438/40500 train_loss:1.6163 aux_loss:0.0026 train_time:14748407ms step_avg:721.97ms
step:20439/40500 train_loss:1.6207 aux_loss:0.0028 train_time:14749128ms step_avg:721.97ms
step:20440/40500 train_loss:1.6749 aux_loss:0.0031 train_time:14749851ms step_avg:721.97ms
step:20441/40500 train_loss:1.6152 aux_loss:0.0027 train_time:14750575ms step_avg:721.97ms
step:20442/40500 train_loss:1.5841 aux_loss:0.0027 train_time:14751297ms step_avg:721.97ms
step:20443/40500 train_loss:1.6168 aux_loss:0.0026 train_time:14752018ms step_avg:721.97ms
step:20444/40500 train_loss:1.6045 aux_loss:0.0027 train_time:14752739ms step_avg:721.97ms
step:20445/40500 train_loss:1.5471 aux_loss:0.0028 train_time:14753461ms step_avg:721.97ms
step:20446/40500 train_loss:1.5770 aux_loss:0.0027 train_time:14754183ms step_avg:721.97ms
step:20447/40500 train_loss:1.6150 aux_loss:0.0028 train_time:14754905ms step_avg:721.97ms
step:20448/40500 train_loss:1.6222 aux_loss:0.0027 train_time:14755628ms step_avg:721.97ms
step:20449/40500 train_loss:1.5548 aux_loss:0.0027 train_time:14756351ms step_avg:721.97ms
step:20450/40500 train_loss:1.6097 aux_loss:0.0026 train_time:14757075ms step_avg:721.97ms
step:20451/40500 train_loss:1.6058 aux_loss:0.0026 train_time:14757796ms step_avg:721.97ms
step:20452/40500 train_loss:1.6123 aux_loss:0.0027 train_time:14758517ms step_avg:721.97ms
step:20453/40500 train_loss:1.5396 aux_loss:0.0025 train_time:14759237ms step_avg:721.97ms
step:20454/40500 train_loss:1.5740 aux_loss:0.0026 train_time:14759957ms step_avg:721.97ms
step:20455/40500 train_loss:1.5976 aux_loss:0.0027 train_time:14760676ms step_avg:721.97ms
step:20456/40500 train_loss:1.5982 aux_loss:0.0028 train_time:14761397ms step_avg:721.97ms
step:20457/40500 train_loss:1.5967 aux_loss:0.0028 train_time:14762118ms step_avg:721.97ms
step:20458/40500 train_loss:1.6082 aux_loss:0.0028 train_time:14762839ms step_avg:721.97ms
step:20459/40500 train_loss:1.5233 aux_loss:0.0028 train_time:14763561ms step_avg:721.97ms
step:20460/40500 train_loss:1.6170 aux_loss:0.0028 train_time:14764280ms step_avg:721.97ms
step:20461/40500 train_loss:1.6573 aux_loss:0.0028 train_time:14765001ms step_avg:721.97ms
step:20462/40500 train_loss:1.5888 aux_loss:0.0027 train_time:14765722ms step_avg:721.97ms
step:20463/40500 train_loss:1.6614 aux_loss:0.0026 train_time:14766444ms step_avg:721.97ms
step:20464/40500 train_loss:1.6007 aux_loss:0.0032 train_time:14767166ms step_avg:721.97ms
step:20465/40500 train_loss:1.5894 aux_loss:0.0031 train_time:14767889ms step_avg:721.97ms
step:20466/40500 train_loss:1.6545 aux_loss:0.0028 train_time:14768612ms step_avg:721.97ms
step:20467/40500 train_loss:1.6376 aux_loss:0.0029 train_time:14769332ms step_avg:721.97ms
step:20468/40500 train_loss:1.6090 aux_loss:0.0031 train_time:14770054ms step_avg:721.97ms
step:20469/40500 train_loss:1.6756 aux_loss:0.0027 train_time:14770776ms step_avg:721.97ms
step:20470/40500 train_loss:1.5350 aux_loss:0.0027 train_time:14771496ms step_avg:721.97ms
step:20471/40500 train_loss:1.5762 aux_loss:0.0026 train_time:14772217ms step_avg:721.97ms
step:20472/40500 train_loss:1.5971 aux_loss:0.0027 train_time:14772936ms step_avg:721.97ms
step:20473/40500 train_loss:1.6180 aux_loss:0.0029 train_time:14773657ms step_avg:721.97ms
step:20474/40500 train_loss:1.6103 aux_loss:0.0031 train_time:14774378ms step_avg:721.97ms
step:20475/40500 train_loss:1.6228 aux_loss:0.0027 train_time:14775100ms step_avg:721.97ms
step:20476/40500 train_loss:1.6169 aux_loss:0.0033 train_time:14775817ms step_avg:721.97ms
step:20477/40500 train_loss:1.6001 aux_loss:0.0027 train_time:14776543ms step_avg:721.97ms
step:20478/40500 train_loss:1.5653 aux_loss:0.0028 train_time:14777267ms step_avg:721.97ms
step:20479/40500 train_loss:1.5960 aux_loss:0.0028 train_time:14777989ms step_avg:721.97ms
step:20480/40500 train_loss:1.6426 aux_loss:0.0029 train_time:14778710ms step_avg:721.97ms
step:20481/40500 train_loss:1.6861 aux_loss:0.0032 train_time:14779430ms step_avg:721.97ms
step:20482/40500 train_loss:1.6360 aux_loss:0.0029 train_time:14780153ms step_avg:721.97ms
step:20483/40500 train_loss:1.5998 aux_loss:0.0027 train_time:14780871ms step_avg:721.97ms
step:20484/40500 train_loss:1.6066 aux_loss:0.0029 train_time:14781592ms step_avg:721.97ms
step:20485/40500 train_loss:1.5978 aux_loss:0.0026 train_time:14782313ms step_avg:721.97ms
step:20486/40500 train_loss:1.5465 aux_loss:0.0027 train_time:14783032ms step_avg:721.97ms
step:20487/40500 train_loss:1.5922 aux_loss:0.0027 train_time:14783752ms step_avg:721.97ms
step:20488/40500 train_loss:1.4753 aux_loss:0.0026 train_time:14784473ms step_avg:721.97ms
step:20489/40500 train_loss:1.6427 aux_loss:0.0028 train_time:14785193ms step_avg:721.97ms
step:20490/40500 train_loss:1.6311 aux_loss:0.0031 train_time:14785914ms step_avg:721.97ms
step:20491/40500 train_loss:1.6329 aux_loss:0.0025 train_time:14786635ms step_avg:721.97ms
step:20492/40500 train_loss:1.5614 aux_loss:0.0028 train_time:14787360ms step_avg:721.97ms
step:20493/40500 train_loss:1.6300 aux_loss:0.0028 train_time:14788083ms step_avg:721.97ms
step:20494/40500 train_loss:1.5802 aux_loss:0.0028 train_time:14788805ms step_avg:721.97ms
step:20495/40500 train_loss:1.5970 aux_loss:0.0031 train_time:14789527ms step_avg:721.97ms
step:20496/40500 train_loss:1.6394 aux_loss:0.0028 train_time:14790248ms step_avg:721.97ms
step:20497/40500 train_loss:1.6701 aux_loss:0.0029 train_time:14790969ms step_avg:721.97ms
step:20498/40500 train_loss:1.6238 aux_loss:0.0028 train_time:14791692ms step_avg:721.97ms
step:20499/40500 train_loss:1.5882 aux_loss:0.0029 train_time:14792412ms step_avg:721.97ms
step:20500/40500 train_loss:1.5665 aux_loss:0.0029 train_time:14793134ms step_avg:721.97ms
step:20501/40500 train_loss:1.6511 aux_loss:0.0028 train_time:14793855ms step_avg:721.97ms
step:20502/40500 train_loss:1.5390 aux_loss:0.0028 train_time:14794577ms step_avg:721.97ms
step:20503/40500 train_loss:1.5956 aux_loss:0.0027 train_time:14795299ms step_avg:721.97ms
step:20504/40500 train_loss:1.5476 aux_loss:0.0026 train_time:14796023ms step_avg:721.97ms
step:20505/40500 train_loss:1.5998 aux_loss:0.0029 train_time:14796746ms step_avg:721.97ms
step:20506/40500 train_loss:1.6458 aux_loss:0.0026 train_time:14797466ms step_avg:721.97ms
step:20507/40500 train_loss:1.5221 aux_loss:0.0025 train_time:14798186ms step_avg:721.97ms
step:20508/40500 train_loss:1.6182 aux_loss:0.0026 train_time:14798908ms step_avg:721.97ms
step:20509/40500 train_loss:1.6875 aux_loss:0.0026 train_time:14799629ms step_avg:721.97ms
step:20510/40500 train_loss:1.5747 aux_loss:0.0028 train_time:14800351ms step_avg:721.97ms
step:20511/40500 train_loss:1.6493 aux_loss:0.0029 train_time:14801074ms step_avg:721.97ms
step:20512/40500 train_loss:1.5375 aux_loss:0.0030 train_time:14801795ms step_avg:721.97ms
step:20513/40500 train_loss:1.6123 aux_loss:0.0030 train_time:14802521ms step_avg:721.97ms
step:20514/40500 train_loss:1.6192 aux_loss:0.0030 train_time:14803243ms step_avg:721.97ms
step:20515/40500 train_loss:1.6169 aux_loss:0.0032 train_time:14803964ms step_avg:721.97ms
step:20516/40500 train_loss:1.6520 aux_loss:0.0030 train_time:14804684ms step_avg:721.97ms
step:20517/40500 train_loss:1.5968 aux_loss:0.0027 train_time:14805405ms step_avg:721.97ms
step:20518/40500 train_loss:1.6089 aux_loss:0.0028 train_time:14806124ms step_avg:721.97ms
step:20519/40500 train_loss:1.5825 aux_loss:0.0025 train_time:14806844ms step_avg:721.97ms
step:20520/40500 train_loss:1.5767 aux_loss:0.0026 train_time:14807566ms step_avg:721.97ms
step:20521/40500 train_loss:1.5763 aux_loss:0.0028 train_time:14808289ms step_avg:721.97ms
step:20522/40500 train_loss:1.5919 aux_loss:0.0027 train_time:14809010ms step_avg:721.97ms
step:20523/40500 train_loss:1.5603 aux_loss:0.0031 train_time:14809731ms step_avg:721.97ms
step:20524/40500 train_loss:1.5952 aux_loss:0.0029 train_time:14810455ms step_avg:721.97ms
step:20525/40500 train_loss:1.5888 aux_loss:0.0040 train_time:14811178ms step_avg:721.97ms
step:20526/40500 train_loss:1.6117 aux_loss:0.0028 train_time:14811900ms step_avg:721.97ms
step:20527/40500 train_loss:1.6184 aux_loss:0.0028 train_time:14812622ms step_avg:721.97ms
step:20528/40500 train_loss:1.6512 aux_loss:0.0028 train_time:14813344ms step_avg:721.97ms
step:20529/40500 train_loss:1.5201 aux_loss:0.0031 train_time:14814065ms step_avg:721.97ms
step:20530/40500 train_loss:1.6412 aux_loss:0.0028 train_time:14814786ms step_avg:721.97ms
step:20531/40500 train_loss:1.6292 aux_loss:0.0044 train_time:14815508ms step_avg:721.97ms
step:20532/40500 train_loss:1.6350 aux_loss:0.0026 train_time:14816232ms step_avg:721.97ms
step:20533/40500 train_loss:1.5969 aux_loss:0.0029 train_time:14816950ms step_avg:721.97ms
step:20534/40500 train_loss:1.5856 aux_loss:0.0028 train_time:14817671ms step_avg:721.97ms
step:20535/40500 train_loss:1.5862 aux_loss:0.0026 train_time:14818396ms step_avg:721.97ms
step:20536/40500 train_loss:1.6346 aux_loss:0.0028 train_time:14819117ms step_avg:721.97ms
step:20537/40500 train_loss:1.5840 aux_loss:0.0029 train_time:14819840ms step_avg:721.97ms
step:20538/40500 train_loss:1.5926 aux_loss:0.0029 train_time:14820562ms step_avg:721.97ms
step:20539/40500 train_loss:1.5571 aux_loss:0.0030 train_time:14821284ms step_avg:721.97ms
step:20540/40500 train_loss:1.6240 aux_loss:0.0028 train_time:14822007ms step_avg:721.97ms
step:20541/40500 train_loss:1.6135 aux_loss:0.0026 train_time:14822728ms step_avg:721.97ms
step:20542/40500 train_loss:1.5867 aux_loss:0.0028 train_time:14823453ms step_avg:721.97ms
step:20543/40500 train_loss:1.5824 aux_loss:0.0026 train_time:14824177ms step_avg:721.97ms
step:20544/40500 train_loss:1.6075 aux_loss:0.0030 train_time:14824897ms step_avg:721.97ms
step:20545/40500 train_loss:1.6035 aux_loss:0.0027 train_time:14825616ms step_avg:721.97ms
step:20546/40500 train_loss:1.6051 aux_loss:0.0026 train_time:14826338ms step_avg:721.97ms
step:20547/40500 train_loss:1.6286 aux_loss:0.0026 train_time:14827059ms step_avg:721.97ms
step:20548/40500 train_loss:1.5719 aux_loss:0.0028 train_time:14827778ms step_avg:721.97ms
step:20549/40500 train_loss:1.6148 aux_loss:0.0027 train_time:14828499ms step_avg:721.97ms
step:20550/40500 train_loss:1.5793 aux_loss:0.0030 train_time:14829219ms step_avg:721.97ms
step:20551/40500 train_loss:1.5527 aux_loss:0.0027 train_time:14829937ms step_avg:721.97ms
step:20552/40500 train_loss:1.5822 aux_loss:0.0028 train_time:14830657ms step_avg:721.97ms
step:20553/40500 train_loss:1.5805 aux_loss:0.0029 train_time:14831377ms step_avg:721.97ms
step:20554/40500 train_loss:1.6349 aux_loss:0.0026 train_time:14832097ms step_avg:721.97ms
step:20555/40500 train_loss:1.6114 aux_loss:0.0027 train_time:14832818ms step_avg:721.97ms
step:20556/40500 train_loss:1.6193 aux_loss:0.0027 train_time:14833540ms step_avg:721.97ms
step:20557/40500 train_loss:1.5456 aux_loss:0.0026 train_time:14834261ms step_avg:721.97ms
step:20558/40500 train_loss:1.6083 aux_loss:0.0040 train_time:14834982ms step_avg:721.97ms
step:20559/40500 train_loss:1.5720 aux_loss:0.0028 train_time:14835705ms step_avg:721.97ms
step:20560/40500 train_loss:1.5427 aux_loss:0.0030 train_time:14836425ms step_avg:721.97ms
step:20561/40500 train_loss:1.6153 aux_loss:0.0026 train_time:14837147ms step_avg:721.97ms
step:20562/40500 train_loss:1.5743 aux_loss:0.0027 train_time:14837871ms step_avg:721.97ms
step:20563/40500 train_loss:1.5942 aux_loss:0.0026 train_time:14838595ms step_avg:721.97ms
step:20564/40500 train_loss:1.5924 aux_loss:0.0028 train_time:14839315ms step_avg:721.97ms
step:20565/40500 train_loss:1.5800 aux_loss:0.0027 train_time:14840035ms step_avg:721.97ms
step:20566/40500 train_loss:1.6176 aux_loss:0.0027 train_time:14840756ms step_avg:721.97ms
step:20567/40500 train_loss:1.5700 aux_loss:0.0026 train_time:14841478ms step_avg:721.97ms
step:20568/40500 train_loss:1.5980 aux_loss:0.0026 train_time:14842198ms step_avg:721.97ms
step:20569/40500 train_loss:1.6653 aux_loss:0.0028 train_time:14842921ms step_avg:721.97ms
step:20570/40500 train_loss:1.6252 aux_loss:0.0028 train_time:14843644ms step_avg:721.97ms
step:20571/40500 train_loss:1.6328 aux_loss:0.0030 train_time:14844367ms step_avg:721.97ms
step:20572/40500 train_loss:1.5496 aux_loss:0.0027 train_time:14845091ms step_avg:721.97ms
step:20573/40500 train_loss:1.6716 aux_loss:0.0028 train_time:14845812ms step_avg:721.97ms
step:20574/40500 train_loss:1.5922 aux_loss:0.0027 train_time:14846533ms step_avg:721.97ms
step:20575/40500 train_loss:1.6134 aux_loss:0.0028 train_time:14847256ms step_avg:721.97ms
step:20576/40500 train_loss:1.6125 aux_loss:0.0030 train_time:14847979ms step_avg:721.97ms
step:20577/40500 train_loss:1.6498 aux_loss:0.0033 train_time:14848702ms step_avg:721.97ms
step:20578/40500 train_loss:1.6439 aux_loss:0.0027 train_time:14849423ms step_avg:721.97ms
step:20579/40500 train_loss:1.5661 aux_loss:0.0030 train_time:14850147ms step_avg:721.97ms
step:20580/40500 train_loss:1.5805 aux_loss:0.0027 train_time:14850869ms step_avg:721.97ms
step:20581/40500 train_loss:1.6224 aux_loss:0.0031 train_time:14851591ms step_avg:721.97ms
step:20582/40500 train_loss:1.5867 aux_loss:0.0029 train_time:14852312ms step_avg:721.97ms
step:20583/40500 train_loss:1.6213 aux_loss:0.0028 train_time:14853032ms step_avg:721.97ms
step:20584/40500 train_loss:1.6480 aux_loss:0.0028 train_time:14853751ms step_avg:721.97ms
step:20585/40500 train_loss:1.6053 aux_loss:0.0026 train_time:14854471ms step_avg:721.97ms
step:20586/40500 train_loss:1.6166 aux_loss:0.0028 train_time:14855193ms step_avg:721.97ms
step:20587/40500 train_loss:1.6254 aux_loss:0.0028 train_time:14855914ms step_avg:721.97ms
step:20588/40500 train_loss:1.6554 aux_loss:0.0027 train_time:14856637ms step_avg:721.97ms
step:20589/40500 train_loss:1.5270 aux_loss:0.0027 train_time:14857359ms step_avg:721.97ms
step:20590/40500 train_loss:1.6143 aux_loss:0.0027 train_time:14858083ms step_avg:721.97ms
step:20591/40500 train_loss:1.6040 aux_loss:0.0027 train_time:14858808ms step_avg:721.97ms
step:20592/40500 train_loss:1.5687 aux_loss:0.0027 train_time:14859528ms step_avg:721.97ms
step:20593/40500 train_loss:1.5851 aux_loss:0.0027 train_time:14860250ms step_avg:721.97ms
step:20594/40500 train_loss:1.5957 aux_loss:0.0027 train_time:14860973ms step_avg:721.97ms
step:20595/40500 train_loss:1.6092 aux_loss:0.0027 train_time:14861695ms step_avg:721.97ms
step:20596/40500 train_loss:1.5918 aux_loss:0.0028 train_time:14862416ms step_avg:721.97ms
step:20597/40500 train_loss:1.6429 aux_loss:0.0030 train_time:14863140ms step_avg:721.97ms
step:20598/40500 train_loss:1.6437 aux_loss:0.0027 train_time:14863865ms step_avg:721.97ms
step:20599/40500 train_loss:1.6428 aux_loss:0.0029 train_time:14864585ms step_avg:721.97ms
step:20600/40500 train_loss:1.6286 aux_loss:0.0030 train_time:14865305ms step_avg:721.97ms
step:20601/40500 train_loss:1.5683 aux_loss:0.0028 train_time:14866028ms step_avg:721.97ms
step:20602/40500 train_loss:1.5998 aux_loss:0.0027 train_time:14866748ms step_avg:721.97ms
step:20603/40500 train_loss:1.6337 aux_loss:0.0027 train_time:14867469ms step_avg:721.97ms
step:20604/40500 train_loss:1.5858 aux_loss:0.0029 train_time:14868191ms step_avg:721.97ms
step:20605/40500 train_loss:1.5709 aux_loss:0.0026 train_time:14868912ms step_avg:721.97ms
step:20606/40500 train_loss:1.6153 aux_loss:0.0027 train_time:14869633ms step_avg:721.97ms
step:20607/40500 train_loss:1.5890 aux_loss:0.0028 train_time:14870357ms step_avg:721.97ms
step:20608/40500 train_loss:1.6730 aux_loss:0.0027 train_time:14871083ms step_avg:721.97ms
step:20609/40500 train_loss:1.6158 aux_loss:0.0028 train_time:14871806ms step_avg:721.97ms
step:20610/40500 train_loss:1.5929 aux_loss:0.0029 train_time:14872525ms step_avg:721.97ms
step:20611/40500 train_loss:1.6112 aux_loss:0.0031 train_time:14873248ms step_avg:721.97ms
step:20612/40500 train_loss:1.5948 aux_loss:0.0027 train_time:14873970ms step_avg:721.97ms
step:20613/40500 train_loss:1.5072 aux_loss:0.0026 train_time:14874691ms step_avg:721.97ms
step:20614/40500 train_loss:1.6188 aux_loss:0.0029 train_time:14875413ms step_avg:721.97ms
step:20615/40500 train_loss:1.5770 aux_loss:0.0027 train_time:14876137ms step_avg:721.97ms
step:20616/40500 train_loss:1.6078 aux_loss:0.0027 train_time:14876861ms step_avg:721.97ms
step:20617/40500 train_loss:1.6108 aux_loss:0.0028 train_time:14877582ms step_avg:721.97ms
step:20618/40500 train_loss:1.5490 aux_loss:0.0027 train_time:14878305ms step_avg:721.97ms
step:20619/40500 train_loss:1.5847 aux_loss:0.0025 train_time:14879026ms step_avg:721.97ms
step:20620/40500 train_loss:1.5909 aux_loss:0.0026 train_time:14879747ms step_avg:721.97ms
step:20621/40500 train_loss:1.5698 aux_loss:0.0025 train_time:14880470ms step_avg:721.97ms
step:20622/40500 train_loss:1.5817 aux_loss:0.0026 train_time:14881192ms step_avg:721.97ms
step:20623/40500 train_loss:1.6025 aux_loss:0.0026 train_time:14881914ms step_avg:721.97ms
step:20624/40500 train_loss:1.5960 aux_loss:0.0027 train_time:14882636ms step_avg:721.97ms
step:20625/40500 train_loss:1.5624 aux_loss:0.0029 train_time:14883357ms step_avg:721.97ms
step:20626/40500 train_loss:1.6028 aux_loss:0.0027 train_time:14884080ms step_avg:721.97ms
step:20627/40500 train_loss:1.5994 aux_loss:0.0026 train_time:14884802ms step_avg:721.97ms
step:20628/40500 train_loss:1.5877 aux_loss:0.0029 train_time:14885524ms step_avg:721.97ms
step:20629/40500 train_loss:1.5768 aux_loss:0.0026 train_time:14886246ms step_avg:721.97ms
step:20630/40500 train_loss:1.5793 aux_loss:0.0028 train_time:14886967ms step_avg:721.97ms
step:20631/40500 train_loss:1.5717 aux_loss:0.0027 train_time:14887689ms step_avg:721.97ms
step:20632/40500 train_loss:1.5930 aux_loss:0.0027 train_time:14888412ms step_avg:721.97ms
step:20633/40500 train_loss:1.5815 aux_loss:0.0028 train_time:14889135ms step_avg:721.97ms
step:20634/40500 train_loss:1.6667 aux_loss:0.0028 train_time:14889860ms step_avg:721.97ms
step:20635/40500 train_loss:1.5864 aux_loss:0.0031 train_time:14890581ms step_avg:721.97ms
step:20636/40500 train_loss:1.6585 aux_loss:0.0026 train_time:14891301ms step_avg:721.97ms
step:20637/40500 train_loss:1.6468 aux_loss:0.0028 train_time:14892023ms step_avg:721.97ms
step:20638/40500 train_loss:1.6373 aux_loss:0.0028 train_time:14892745ms step_avg:721.97ms
step:20639/40500 train_loss:1.6347 aux_loss:0.0026 train_time:14893467ms step_avg:721.97ms
step:20640/40500 train_loss:1.6303 aux_loss:0.0026 train_time:14894189ms step_avg:721.97ms
step:20641/40500 train_loss:1.6222 aux_loss:0.0027 train_time:14894908ms step_avg:721.97ms
step:20642/40500 train_loss:1.5839 aux_loss:0.0027 train_time:14895628ms step_avg:721.97ms
step:20643/40500 train_loss:1.6333 aux_loss:0.0029 train_time:14896353ms step_avg:721.97ms
step:20644/40500 train_loss:1.5592 aux_loss:0.0026 train_time:14897076ms step_avg:721.97ms
step:20645/40500 train_loss:1.5335 aux_loss:0.0028 train_time:14897797ms step_avg:721.97ms
step:20646/40500 train_loss:1.5113 aux_loss:0.0028 train_time:14898518ms step_avg:721.97ms
step:20647/40500 train_loss:1.5897 aux_loss:0.0031 train_time:14899240ms step_avg:721.97ms
step:20648/40500 train_loss:1.5382 aux_loss:0.0029 train_time:14899961ms step_avg:721.97ms
step:20649/40500 train_loss:1.5753 aux_loss:0.0027 train_time:14900683ms step_avg:721.97ms
step:20650/40500 train_loss:1.5911 aux_loss:0.0027 train_time:14901406ms step_avg:721.97ms
step:20651/40500 train_loss:1.5748 aux_loss:0.0027 train_time:14902128ms step_avg:721.97ms
step:20652/40500 train_loss:1.6742 aux_loss:0.0027 train_time:14902851ms step_avg:721.97ms
step:20653/40500 train_loss:1.5650 aux_loss:0.0027 train_time:14903574ms step_avg:721.97ms
step:20654/40500 train_loss:1.5673 aux_loss:0.0026 train_time:14904295ms step_avg:721.97ms
step:20655/40500 train_loss:1.5903 aux_loss:0.0027 train_time:14905017ms step_avg:721.97ms
step:20656/40500 train_loss:1.6162 aux_loss:0.0029 train_time:14905737ms step_avg:721.97ms
step:20657/40500 train_loss:1.6134 aux_loss:0.0028 train_time:14906456ms step_avg:721.97ms
step:20658/40500 train_loss:1.5514 aux_loss:0.0030 train_time:14907177ms step_avg:721.97ms
step:20659/40500 train_loss:1.6621 aux_loss:0.0028 train_time:14907896ms step_avg:721.97ms
step:20660/40500 train_loss:1.5657 aux_loss:0.0027 train_time:14908618ms step_avg:721.97ms
step:20661/40500 train_loss:1.6128 aux_loss:0.0027 train_time:14909342ms step_avg:721.97ms
step:20662/40500 train_loss:1.6302 aux_loss:0.0026 train_time:14910058ms step_avg:721.97ms
step:20663/40500 train_loss:1.5753 aux_loss:0.0027 train_time:14910775ms step_avg:721.97ms
step:20664/40500 train_loss:1.5786 aux_loss:0.0028 train_time:14911493ms step_avg:721.97ms
step:20665/40500 train_loss:1.6198 aux_loss:0.0027 train_time:14912211ms step_avg:721.97ms
step:20666/40500 train_loss:1.6362 aux_loss:0.0028 train_time:14912930ms step_avg:721.97ms
step:20667/40500 train_loss:1.5730 aux_loss:0.0029 train_time:14913650ms step_avg:721.97ms
step:20668/40500 train_loss:1.6269 aux_loss:0.0030 train_time:14914368ms step_avg:721.97ms
step:20669/40500 train_loss:1.7057 aux_loss:0.0028 train_time:14915087ms step_avg:721.97ms
step:20670/40500 train_loss:1.5924 aux_loss:0.0029 train_time:14915808ms step_avg:721.97ms
step:20671/40500 train_loss:1.5948 aux_loss:0.0030 train_time:14916526ms step_avg:721.97ms
step:20672/40500 train_loss:1.6199 aux_loss:0.0032 train_time:14917244ms step_avg:721.97ms
step:20673/40500 train_loss:1.6388 aux_loss:0.0029 train_time:14917963ms step_avg:721.97ms
step:20674/40500 train_loss:1.6540 aux_loss:0.0028 train_time:14918680ms step_avg:721.96ms
step:20675/40500 train_loss:1.5957 aux_loss:0.0027 train_time:14919397ms step_avg:721.96ms
step:20676/40500 train_loss:1.5959 aux_loss:0.0028 train_time:14920115ms step_avg:721.96ms
step:20677/40500 train_loss:1.6027 aux_loss:0.0026 train_time:14920833ms step_avg:721.96ms
step:20678/40500 train_loss:1.5830 aux_loss:0.0028 train_time:14921550ms step_avg:721.96ms
step:20679/40500 train_loss:1.5645 aux_loss:0.0027 train_time:14922268ms step_avg:721.96ms
step:20680/40500 train_loss:1.5422 aux_loss:0.0029 train_time:14922987ms step_avg:721.96ms
step:20681/40500 train_loss:1.6567 aux_loss:0.0028 train_time:14923705ms step_avg:721.96ms
step:20682/40500 train_loss:1.5591 aux_loss:0.0029 train_time:14924423ms step_avg:721.96ms
step:20683/40500 train_loss:1.5540 aux_loss:0.0029 train_time:14925138ms step_avg:721.96ms
step:20684/40500 train_loss:1.5775 aux_loss:0.0029 train_time:14925856ms step_avg:721.96ms
step:20685/40500 train_loss:1.5011 aux_loss:0.0027 train_time:14926575ms step_avg:721.96ms
step:20686/40500 train_loss:1.5446 aux_loss:0.0027 train_time:14927292ms step_avg:721.96ms
step:20687/40500 train_loss:1.5790 aux_loss:0.0027 train_time:14928008ms step_avg:721.96ms
step:20688/40500 train_loss:1.5838 aux_loss:0.0026 train_time:14928727ms step_avg:721.96ms
step:20689/40500 train_loss:1.5632 aux_loss:0.0030 train_time:14929443ms step_avg:721.96ms
step:20690/40500 train_loss:1.5185 aux_loss:0.0025 train_time:14930162ms step_avg:721.96ms
step:20691/40500 train_loss:1.6061 aux_loss:0.0029 train_time:14930879ms step_avg:721.96ms
step:20692/40500 train_loss:1.5591 aux_loss:0.0026 train_time:14931594ms step_avg:721.96ms
step:20693/40500 train_loss:1.5477 aux_loss:0.0027 train_time:14932315ms step_avg:721.96ms
step:20694/40500 train_loss:1.5763 aux_loss:0.0026 train_time:14933032ms step_avg:721.96ms
step:20695/40500 train_loss:1.5938 aux_loss:0.0027 train_time:14933749ms step_avg:721.96ms
step:20696/40500 train_loss:1.5348 aux_loss:0.0028 train_time:14934466ms step_avg:721.96ms
step:20697/40500 train_loss:1.6334 aux_loss:0.0029 train_time:14935183ms step_avg:721.96ms
step:20698/40500 train_loss:1.5697 aux_loss:0.0028 train_time:14935900ms step_avg:721.96ms
step:20699/40500 train_loss:1.6149 aux_loss:0.0028 train_time:14936620ms step_avg:721.96ms
step:20700/40500 train_loss:1.5800 aux_loss:0.0027 train_time:14937337ms step_avg:721.96ms
step:20701/40500 train_loss:1.6969 aux_loss:0.0030 train_time:14938055ms step_avg:721.96ms
step:20702/40500 train_loss:1.5796 aux_loss:0.0028 train_time:14938775ms step_avg:721.96ms
step:20703/40500 train_loss:1.5768 aux_loss:0.0027 train_time:14939494ms step_avg:721.96ms
step:20704/40500 train_loss:1.6313 aux_loss:0.0029 train_time:14940211ms step_avg:721.96ms
step:20705/40500 train_loss:1.5556 aux_loss:0.0029 train_time:14940930ms step_avg:721.96ms
step:20706/40500 train_loss:1.6543 aux_loss:0.0028 train_time:14941647ms step_avg:721.96ms
step:20707/40500 train_loss:1.5855 aux_loss:0.0028 train_time:14942365ms step_avg:721.96ms
step:20708/40500 train_loss:1.6349 aux_loss:0.0029 train_time:14943083ms step_avg:721.96ms
step:20709/40500 train_loss:1.5918 aux_loss:0.0027 train_time:14943802ms step_avg:721.96ms
step:20710/40500 train_loss:1.5565 aux_loss:0.0027 train_time:14944520ms step_avg:721.96ms
step:20711/40500 train_loss:1.5564 aux_loss:0.0026 train_time:14945240ms step_avg:721.96ms
step:20712/40500 train_loss:1.5963 aux_loss:0.0028 train_time:14945959ms step_avg:721.96ms
step:20713/40500 train_loss:1.6042 aux_loss:0.0027 train_time:14946677ms step_avg:721.96ms
step:20714/40500 train_loss:1.5996 aux_loss:0.0035 train_time:14947395ms step_avg:721.96ms
step:20715/40500 train_loss:1.6123 aux_loss:0.0028 train_time:14948110ms step_avg:721.96ms
step:20716/40500 train_loss:1.6189 aux_loss:0.0026 train_time:14948828ms step_avg:721.96ms
step:20717/40500 train_loss:1.5601 aux_loss:0.0027 train_time:14949546ms step_avg:721.96ms
step:20718/40500 train_loss:1.6111 aux_loss:0.0027 train_time:14950261ms step_avg:721.96ms
step:20719/40500 train_loss:1.6297 aux_loss:0.0028 train_time:14950981ms step_avg:721.96ms
step:20720/40500 train_loss:1.6067 aux_loss:0.0028 train_time:14951699ms step_avg:721.96ms
step:20721/40500 train_loss:1.5937 aux_loss:0.0028 train_time:14952417ms step_avg:721.96ms
step:20722/40500 train_loss:1.5281 aux_loss:0.0028 train_time:14953134ms step_avg:721.96ms
step:20723/40500 train_loss:1.6136 aux_loss:0.0037 train_time:14953854ms step_avg:721.96ms
step:20724/40500 train_loss:1.6142 aux_loss:0.0030 train_time:14954572ms step_avg:721.95ms
step:20725/40500 train_loss:1.5913 aux_loss:0.0027 train_time:14955289ms step_avg:721.95ms
step:20726/40500 train_loss:1.6203 aux_loss:0.0025 train_time:14956008ms step_avg:721.95ms
step:20727/40500 train_loss:1.5928 aux_loss:0.0026 train_time:14956724ms step_avg:721.95ms
step:20728/40500 train_loss:1.6515 aux_loss:0.0027 train_time:14957441ms step_avg:721.95ms
step:20729/40500 train_loss:1.5637 aux_loss:0.0026 train_time:14958161ms step_avg:721.95ms
step:20730/40500 train_loss:1.6187 aux_loss:0.0028 train_time:14958879ms step_avg:721.95ms
step:20731/40500 train_loss:1.5569 aux_loss:0.0027 train_time:14959596ms step_avg:721.95ms
step:20732/40500 train_loss:1.5678 aux_loss:0.0029 train_time:14960315ms step_avg:721.95ms
step:20733/40500 train_loss:1.5220 aux_loss:0.0029 train_time:14961032ms step_avg:721.95ms
step:20734/40500 train_loss:1.5832 aux_loss:0.0029 train_time:14961749ms step_avg:721.95ms
step:20735/40500 train_loss:1.6262 aux_loss:0.0030 train_time:14962466ms step_avg:721.95ms
step:20736/40500 train_loss:1.5383 aux_loss:0.0028 train_time:14963186ms step_avg:721.95ms
step:20737/40500 train_loss:1.5668 aux_loss:0.0027 train_time:14963901ms step_avg:721.95ms
step:20738/40500 train_loss:1.5642 aux_loss:0.0027 train_time:14964620ms step_avg:721.95ms
step:20739/40500 train_loss:1.6217 aux_loss:0.0028 train_time:14965338ms step_avg:721.95ms
step:20740/40500 train_loss:1.6017 aux_loss:0.0028 train_time:14966057ms step_avg:721.95ms
step:20741/40500 train_loss:1.6198 aux_loss:0.0029 train_time:14966775ms step_avg:721.95ms
step:20742/40500 train_loss:1.5787 aux_loss:0.0028 train_time:14967495ms step_avg:721.95ms
step:20743/40500 train_loss:1.5681 aux_loss:0.0028 train_time:14968212ms step_avg:721.95ms
step:20744/40500 train_loss:1.6110 aux_loss:0.0026 train_time:14968929ms step_avg:721.95ms
step:20745/40500 train_loss:1.6374 aux_loss:0.0028 train_time:14969647ms step_avg:721.95ms
step:20746/40500 train_loss:1.6346 aux_loss:0.0028 train_time:14970363ms step_avg:721.95ms
step:20747/40500 train_loss:1.6168 aux_loss:0.0026 train_time:14971080ms step_avg:721.95ms
step:20748/40500 train_loss:1.5815 aux_loss:0.0029 train_time:14971800ms step_avg:721.95ms
step:20749/40500 train_loss:1.5899 aux_loss:0.0027 train_time:14972516ms step_avg:721.95ms
step:20750/40500 train_loss:1.5649 aux_loss:0.0028 train_time:14973232ms step_avg:721.95ms
step:20751/40500 train_loss:1.6160 aux_loss:0.0034 train_time:14973951ms step_avg:721.95ms
step:20752/40500 train_loss:1.6417 aux_loss:0.0028 train_time:14974669ms step_avg:721.95ms
step:20753/40500 train_loss:1.6126 aux_loss:0.0028 train_time:14975387ms step_avg:721.95ms
step:20754/40500 train_loss:1.5630 aux_loss:0.0029 train_time:14976106ms step_avg:721.95ms
step:20755/40500 train_loss:1.6007 aux_loss:0.0028 train_time:14976823ms step_avg:721.95ms
step:20756/40500 train_loss:1.5733 aux_loss:0.0026 train_time:14977540ms step_avg:721.95ms
step:20757/40500 train_loss:1.6093 aux_loss:0.0027 train_time:14978259ms step_avg:721.95ms
step:20758/40500 train_loss:1.5828 aux_loss:0.0027 train_time:14978977ms step_avg:721.95ms
step:20759/40500 train_loss:1.5748 aux_loss:0.0027 train_time:14979693ms step_avg:721.95ms
step:20760/40500 train_loss:1.6053 aux_loss:0.0029 train_time:14980411ms step_avg:721.95ms
step:20761/40500 train_loss:1.6394 aux_loss:0.0028 train_time:14981128ms step_avg:721.95ms
step:20762/40500 train_loss:1.5967 aux_loss:0.0030 train_time:14981846ms step_avg:721.95ms
step:20763/40500 train_loss:1.5811 aux_loss:0.0028 train_time:14982565ms step_avg:721.95ms
step:20764/40500 train_loss:1.6765 aux_loss:0.0027 train_time:14983281ms step_avg:721.95ms
step:20765/40500 train_loss:1.5539 aux_loss:0.0027 train_time:14983998ms step_avg:721.95ms
step:20766/40500 train_loss:1.6212 aux_loss:0.0029 train_time:14984714ms step_avg:721.95ms
step:20767/40500 train_loss:1.5914 aux_loss:0.0028 train_time:14985431ms step_avg:721.95ms
step:20768/40500 train_loss:1.5646 aux_loss:0.0031 train_time:14986149ms step_avg:721.95ms
step:20769/40500 train_loss:1.5652 aux_loss:0.0027 train_time:14986867ms step_avg:721.95ms
step:20770/40500 train_loss:1.5848 aux_loss:0.0027 train_time:14987585ms step_avg:721.95ms
step:20771/40500 train_loss:1.5897 aux_loss:0.0027 train_time:14988305ms step_avg:721.95ms
step:20772/40500 train_loss:1.5587 aux_loss:0.0029 train_time:14989025ms step_avg:721.95ms
step:20773/40500 train_loss:1.5960 aux_loss:0.0028 train_time:14989742ms step_avg:721.94ms
step:20774/40500 train_loss:1.5903 aux_loss:0.0028 train_time:14990460ms step_avg:721.94ms
step:20775/40500 train_loss:1.5537 aux_loss:0.0027 train_time:14991180ms step_avg:721.94ms
step:20776/40500 train_loss:1.6433 aux_loss:0.0028 train_time:14991896ms step_avg:721.94ms
step:20777/40500 train_loss:1.5754 aux_loss:0.0028 train_time:14992616ms step_avg:721.94ms
step:20778/40500 train_loss:1.5214 aux_loss:0.0026 train_time:14993333ms step_avg:721.94ms
step:20779/40500 train_loss:1.5755 aux_loss:0.0027 train_time:14994051ms step_avg:721.94ms
step:20780/40500 train_loss:1.6080 aux_loss:0.0027 train_time:14994768ms step_avg:721.94ms
step:20781/40500 train_loss:1.5969 aux_loss:0.0027 train_time:14995486ms step_avg:721.94ms
step:20782/40500 train_loss:1.5435 aux_loss:0.0027 train_time:14996205ms step_avg:721.94ms
step:20783/40500 train_loss:1.5933 aux_loss:0.0035 train_time:14996925ms step_avg:721.94ms
step:20784/40500 train_loss:1.6385 aux_loss:0.0028 train_time:14997642ms step_avg:721.94ms
step:20785/40500 train_loss:1.6000 aux_loss:0.0028 train_time:14998359ms step_avg:721.94ms
step:20786/40500 train_loss:1.5438 aux_loss:0.0027 train_time:14999077ms step_avg:721.94ms
step:20787/40500 train_loss:1.5979 aux_loss:0.0027 train_time:14999794ms step_avg:721.94ms
step:20788/40500 train_loss:1.6088 aux_loss:0.0028 train_time:15000510ms step_avg:721.94ms
step:20789/40500 train_loss:1.6129 aux_loss:0.0028 train_time:15001228ms step_avg:721.94ms
step:20790/40500 train_loss:1.6242 aux_loss:0.0028 train_time:15001945ms step_avg:721.94ms
step:20791/40500 train_loss:1.6414 aux_loss:0.0028 train_time:15002664ms step_avg:721.94ms
step:20792/40500 train_loss:1.6301 aux_loss:0.0031 train_time:15003382ms step_avg:721.94ms
step:20793/40500 train_loss:1.5306 aux_loss:0.0029 train_time:15004101ms step_avg:721.94ms
step:20794/40500 train_loss:1.5534 aux_loss:0.0027 train_time:15004817ms step_avg:721.94ms
step:20795/40500 train_loss:1.5686 aux_loss:0.0027 train_time:15005534ms step_avg:721.94ms
step:20796/40500 train_loss:1.5254 aux_loss:0.0027 train_time:15006252ms step_avg:721.94ms
step:20797/40500 train_loss:1.6219 aux_loss:0.0029 train_time:15006968ms step_avg:721.94ms
step:20798/40500 train_loss:1.5682 aux_loss:0.0032 train_time:15007685ms step_avg:721.94ms
step:20799/40500 train_loss:1.6083 aux_loss:0.0026 train_time:15008403ms step_avg:721.94ms
step:20800/40500 train_loss:1.5960 aux_loss:0.0026 train_time:15009120ms step_avg:721.94ms
step:20801/40500 train_loss:1.6175 aux_loss:0.0029 train_time:15009838ms step_avg:721.94ms
step:20802/40500 train_loss:1.5516 aux_loss:0.0027 train_time:15010556ms step_avg:721.94ms
step:20803/40500 train_loss:1.5804 aux_loss:0.0026 train_time:15011275ms step_avg:721.94ms
step:20804/40500 train_loss:1.5948 aux_loss:0.0031 train_time:15011993ms step_avg:721.94ms
step:20805/40500 train_loss:1.6503 aux_loss:0.0027 train_time:15012711ms step_avg:721.94ms
step:20806/40500 train_loss:1.5699 aux_loss:0.0027 train_time:15013430ms step_avg:721.94ms
step:20807/40500 train_loss:1.5458 aux_loss:0.0026 train_time:15014147ms step_avg:721.94ms
step:20808/40500 train_loss:1.5354 aux_loss:0.0027 train_time:15014866ms step_avg:721.94ms
step:20809/40500 train_loss:1.6333 aux_loss:0.0030 train_time:15015583ms step_avg:721.94ms
step:20810/40500 train_loss:1.6258 aux_loss:0.0028 train_time:15016301ms step_avg:721.94ms
step:20811/40500 train_loss:1.6048 aux_loss:0.0027 train_time:15017019ms step_avg:721.94ms
step:20812/40500 train_loss:1.6149 aux_loss:0.0027 train_time:15017737ms step_avg:721.94ms
step:20813/40500 train_loss:1.6035 aux_loss:0.0028 train_time:15018455ms step_avg:721.94ms
step:20814/40500 train_loss:1.6211 aux_loss:0.0027 train_time:15019173ms step_avg:721.94ms
step:20815/40500 train_loss:1.5911 aux_loss:0.0027 train_time:15019888ms step_avg:721.94ms
step:20816/40500 train_loss:1.5903 aux_loss:0.0027 train_time:15020607ms step_avg:721.94ms
step:20817/40500 train_loss:1.5612 aux_loss:0.0026 train_time:15021324ms step_avg:721.94ms
step:20818/40500 train_loss:1.6407 aux_loss:0.0028 train_time:15022042ms step_avg:721.94ms
step:20819/40500 train_loss:1.5979 aux_loss:0.0028 train_time:15022759ms step_avg:721.94ms
step:20820/40500 train_loss:1.5823 aux_loss:0.0032 train_time:15023478ms step_avg:721.94ms
step:20821/40500 train_loss:1.5517 aux_loss:0.0027 train_time:15024194ms step_avg:721.94ms
step:20822/40500 train_loss:1.5784 aux_loss:0.0029 train_time:15024911ms step_avg:721.93ms
step:20823/40500 train_loss:1.5508 aux_loss:0.0027 train_time:15025631ms step_avg:721.93ms
step:20824/40500 train_loss:1.5720 aux_loss:0.0027 train_time:15026346ms step_avg:721.93ms
step:20825/40500 train_loss:1.5655 aux_loss:0.0031 train_time:15027062ms step_avg:721.93ms
step:20826/40500 train_loss:1.5844 aux_loss:0.0027 train_time:15027780ms step_avg:721.93ms
step:20827/40500 train_loss:1.5682 aux_loss:0.0029 train_time:15028497ms step_avg:721.93ms
step:20828/40500 train_loss:1.6093 aux_loss:0.0029 train_time:15029214ms step_avg:721.93ms
step:20829/40500 train_loss:1.5700 aux_loss:0.0029 train_time:15029934ms step_avg:721.93ms
step:20830/40500 train_loss:1.6152 aux_loss:0.0029 train_time:15030650ms step_avg:721.93ms
step:20831/40500 train_loss:1.5531 aux_loss:0.0029 train_time:15031365ms step_avg:721.93ms
step:20832/40500 train_loss:1.6406 aux_loss:0.0029 train_time:15032080ms step_avg:721.93ms
step:20833/40500 train_loss:1.6354 aux_loss:0.0027 train_time:15032800ms step_avg:721.93ms
step:20834/40500 train_loss:1.5416 aux_loss:0.0028 train_time:15033515ms step_avg:721.93ms
step:20835/40500 train_loss:1.5788 aux_loss:0.0028 train_time:15034234ms step_avg:721.93ms
step:20836/40500 train_loss:1.6252 aux_loss:0.0030 train_time:15034954ms step_avg:721.93ms
step:20837/40500 train_loss:1.5454 aux_loss:0.0029 train_time:15035670ms step_avg:721.93ms
step:20838/40500 train_loss:1.5696 aux_loss:0.0030 train_time:15036389ms step_avg:721.93ms
step:20839/40500 train_loss:1.5593 aux_loss:0.0027 train_time:15037108ms step_avg:721.93ms
step:20840/40500 train_loss:1.5992 aux_loss:0.0027 train_time:15037824ms step_avg:721.93ms
step:20841/40500 train_loss:1.6334 aux_loss:0.0030 train_time:15038541ms step_avg:721.93ms
step:20842/40500 train_loss:1.5577 aux_loss:0.0031 train_time:15039260ms step_avg:721.93ms
step:20843/40500 train_loss:1.5892 aux_loss:0.0027 train_time:15039977ms step_avg:721.93ms
step:20844/40500 train_loss:1.5469 aux_loss:0.0032 train_time:15040693ms step_avg:721.93ms
step:20845/40500 train_loss:1.5604 aux_loss:0.0033 train_time:15041412ms step_avg:721.93ms
step:20846/40500 train_loss:1.6537 aux_loss:0.0028 train_time:15042134ms step_avg:721.93ms
step:20847/40500 train_loss:1.6065 aux_loss:0.0027 train_time:15042851ms step_avg:721.93ms
step:20848/40500 train_loss:1.5569 aux_loss:0.0025 train_time:15043568ms step_avg:721.93ms
step:20849/40500 train_loss:1.5881 aux_loss:0.0026 train_time:15044286ms step_avg:721.93ms
step:20850/40500 train_loss:1.5784 aux_loss:0.0027 train_time:15045004ms step_avg:721.93ms
step:20851/40500 train_loss:1.6350 aux_loss:0.0028 train_time:15045721ms step_avg:721.93ms
step:20852/40500 train_loss:1.6476 aux_loss:0.0027 train_time:15046437ms step_avg:721.93ms
step:20853/40500 train_loss:1.6412 aux_loss:0.0028 train_time:15047154ms step_avg:721.93ms
step:20854/40500 train_loss:1.5980 aux_loss:0.0026 train_time:15047875ms step_avg:721.93ms
step:20855/40500 train_loss:1.6097 aux_loss:0.0026 train_time:15048591ms step_avg:721.93ms
step:20856/40500 train_loss:1.5246 aux_loss:0.0026 train_time:15049310ms step_avg:721.93ms
step:20857/40500 train_loss:1.5839 aux_loss:0.0026 train_time:15050029ms step_avg:721.93ms
step:20858/40500 train_loss:1.5823 aux_loss:0.0031 train_time:15050747ms step_avg:721.93ms
step:20859/40500 train_loss:1.6746 aux_loss:0.0029 train_time:15051465ms step_avg:721.93ms
step:20860/40500 train_loss:1.6134 aux_loss:0.0030 train_time:15052182ms step_avg:721.93ms
step:20861/40500 train_loss:1.5738 aux_loss:0.0028 train_time:15052899ms step_avg:721.93ms
step:20862/40500 train_loss:1.5858 aux_loss:0.0027 train_time:15053618ms step_avg:721.93ms
step:20863/40500 train_loss:1.5525 aux_loss:0.0027 train_time:15054335ms step_avg:721.93ms
step:20864/40500 train_loss:1.5645 aux_loss:0.0026 train_time:15055053ms step_avg:721.93ms
step:20865/40500 train_loss:1.6145 aux_loss:0.0026 train_time:15055770ms step_avg:721.93ms
step:20866/40500 train_loss:1.5928 aux_loss:0.0028 train_time:15056487ms step_avg:721.93ms
step:20867/40500 train_loss:1.5383 aux_loss:0.0027 train_time:15057205ms step_avg:721.93ms
step:20868/40500 train_loss:1.5892 aux_loss:0.0026 train_time:15057923ms step_avg:721.93ms
step:20869/40500 train_loss:1.6647 aux_loss:0.0026 train_time:15058642ms step_avg:721.93ms
step:20870/40500 train_loss:1.5970 aux_loss:0.0029 train_time:15059358ms step_avg:721.93ms
step:20871/40500 train_loss:1.6130 aux_loss:0.0026 train_time:15060077ms step_avg:721.92ms
step:20872/40500 train_loss:1.6114 aux_loss:0.0027 train_time:15060792ms step_avg:721.92ms
step:20873/40500 train_loss:1.5878 aux_loss:0.0026 train_time:15061509ms step_avg:721.92ms
step:20874/40500 train_loss:1.6212 aux_loss:0.0027 train_time:15062228ms step_avg:721.92ms
step:20875/40500 train_loss:1.6398 aux_loss:0.0028 train_time:15062946ms step_avg:721.92ms
step:20876/40500 train_loss:1.5515 aux_loss:0.0028 train_time:15063663ms step_avg:721.92ms
step:20877/40500 train_loss:1.6051 aux_loss:0.0029 train_time:15064384ms step_avg:721.92ms
step:20878/40500 train_loss:1.5828 aux_loss:0.0027 train_time:15065102ms step_avg:721.92ms
step:20879/40500 train_loss:1.7051 aux_loss:0.0027 train_time:15065818ms step_avg:721.92ms
step:20880/40500 train_loss:1.5871 aux_loss:0.0027 train_time:15066535ms step_avg:721.92ms
step:20881/40500 train_loss:1.5976 aux_loss:0.0025 train_time:15067253ms step_avg:721.92ms
step:20882/40500 train_loss:1.5431 aux_loss:0.0028 train_time:15067969ms step_avg:721.92ms
step:20883/40500 train_loss:1.5240 aux_loss:0.0027 train_time:15068687ms step_avg:721.92ms
step:20884/40500 train_loss:1.5505 aux_loss:0.0031 train_time:15069403ms step_avg:721.92ms
step:20885/40500 train_loss:1.5700 aux_loss:0.0030 train_time:15070121ms step_avg:721.92ms
step:20886/40500 train_loss:1.5720 aux_loss:0.0028 train_time:15070838ms step_avg:721.92ms
step:20887/40500 train_loss:1.6064 aux_loss:0.0028 train_time:15071555ms step_avg:721.92ms
step:20888/40500 train_loss:1.5485 aux_loss:0.0026 train_time:15072275ms step_avg:721.92ms
step:20889/40500 train_loss:1.6405 aux_loss:0.0026 train_time:15072992ms step_avg:721.92ms
step:20890/40500 train_loss:1.6195 aux_loss:0.0029 train_time:15073708ms step_avg:721.92ms
step:20891/40500 train_loss:1.6132 aux_loss:0.0032 train_time:15074425ms step_avg:721.92ms
step:20892/40500 train_loss:1.6073 aux_loss:0.0029 train_time:15075143ms step_avg:721.92ms
step:20893/40500 train_loss:1.5671 aux_loss:0.0027 train_time:15075862ms step_avg:721.92ms
step:20894/40500 train_loss:1.6248 aux_loss:0.0027 train_time:15076578ms step_avg:721.92ms
step:20895/40500 train_loss:1.6104 aux_loss:0.0028 train_time:15077298ms step_avg:721.92ms
step:20896/40500 train_loss:1.6467 aux_loss:0.0026 train_time:15078015ms step_avg:721.92ms
step:20897/40500 train_loss:1.5403 aux_loss:0.0027 train_time:15078735ms step_avg:721.92ms
step:20898/40500 train_loss:1.5599 aux_loss:0.0029 train_time:15079452ms step_avg:721.92ms
step:20899/40500 train_loss:1.5399 aux_loss:0.0028 train_time:15080169ms step_avg:721.92ms
step:20900/40500 train_loss:1.6110 aux_loss:0.0027 train_time:15080885ms step_avg:721.92ms
step:20901/40500 train_loss:1.5943 aux_loss:0.0028 train_time:15081603ms step_avg:721.92ms
step:20902/40500 train_loss:1.5683 aux_loss:0.0028 train_time:15082322ms step_avg:721.92ms
step:20903/40500 train_loss:1.6052 aux_loss:0.0027 train_time:15083038ms step_avg:721.92ms
step:20904/40500 train_loss:1.5828 aux_loss:0.0029 train_time:15083757ms step_avg:721.92ms
step:20905/40500 train_loss:1.5549 aux_loss:0.0029 train_time:15084476ms step_avg:721.92ms
step:20906/40500 train_loss:1.6139 aux_loss:0.0030 train_time:15085194ms step_avg:721.92ms
step:20907/40500 train_loss:1.5783 aux_loss:0.0028 train_time:15085911ms step_avg:721.92ms
step:20908/40500 train_loss:1.5857 aux_loss:0.0027 train_time:15086630ms step_avg:721.92ms
step:20909/40500 train_loss:1.6617 aux_loss:0.0027 train_time:15087346ms step_avg:721.92ms
step:20910/40500 train_loss:1.6847 aux_loss:0.0026 train_time:15088063ms step_avg:721.92ms
step:20911/40500 train_loss:1.6501 aux_loss:0.0026 train_time:15088781ms step_avg:721.92ms
step:20912/40500 train_loss:1.5662 aux_loss:0.0025 train_time:15089498ms step_avg:721.92ms
step:20913/40500 train_loss:1.6535 aux_loss:0.0029 train_time:15090214ms step_avg:721.92ms
step:20914/40500 train_loss:1.5590 aux_loss:0.0025 train_time:15090931ms step_avg:721.92ms
step:20915/40500 train_loss:1.6324 aux_loss:0.0029 train_time:15091648ms step_avg:721.92ms
step:20916/40500 train_loss:1.5897 aux_loss:0.0027 train_time:15092365ms step_avg:721.92ms
step:20917/40500 train_loss:1.5550 aux_loss:0.0028 train_time:15093081ms step_avg:721.92ms
step:20918/40500 train_loss:1.6162 aux_loss:0.0029 train_time:15093799ms step_avg:721.92ms
step:20919/40500 train_loss:1.6165 aux_loss:0.0031 train_time:15094516ms step_avg:721.91ms
step:20920/40500 train_loss:1.5799 aux_loss:0.0028 train_time:15095234ms step_avg:721.91ms
step:20921/40500 train_loss:1.6335 aux_loss:0.0029 train_time:15095951ms step_avg:721.91ms
step:20922/40500 train_loss:1.5440 aux_loss:0.0031 train_time:15096669ms step_avg:721.91ms
step:20923/40500 train_loss:1.6236 aux_loss:0.0027 train_time:15097388ms step_avg:721.91ms
step:20924/40500 train_loss:1.6328 aux_loss:0.0030 train_time:15098104ms step_avg:721.91ms
step:20925/40500 train_loss:1.6175 aux_loss:0.0026 train_time:15098821ms step_avg:721.91ms
step:20926/40500 train_loss:1.6036 aux_loss:0.0031 train_time:15099538ms step_avg:721.91ms
step:20927/40500 train_loss:1.5575 aux_loss:0.0027 train_time:15100255ms step_avg:721.91ms
step:20928/40500 train_loss:1.5977 aux_loss:0.0029 train_time:15100973ms step_avg:721.91ms
step:20929/40500 train_loss:1.5687 aux_loss:0.0027 train_time:15101690ms step_avg:721.91ms
step:20930/40500 train_loss:1.6548 aux_loss:0.0027 train_time:15102409ms step_avg:721.91ms
step:20931/40500 train_loss:1.5814 aux_loss:0.0031 train_time:15103127ms step_avg:721.91ms
step:20932/40500 train_loss:1.5995 aux_loss:0.0026 train_time:15103844ms step_avg:721.91ms
step:20933/40500 train_loss:1.5738 aux_loss:0.0029 train_time:15104560ms step_avg:721.91ms
step:20934/40500 train_loss:1.6113 aux_loss:0.0061 train_time:15105279ms step_avg:721.91ms
step:20935/40500 train_loss:1.6113 aux_loss:0.0027 train_time:15105998ms step_avg:721.91ms
step:20936/40500 train_loss:1.5493 aux_loss:0.0027 train_time:15106716ms step_avg:721.91ms
step:20937/40500 train_loss:1.6011 aux_loss:0.0027 train_time:15107431ms step_avg:721.91ms
step:20938/40500 train_loss:1.5861 aux_loss:0.0027 train_time:15108151ms step_avg:721.91ms
step:20939/40500 train_loss:1.6463 aux_loss:0.0029 train_time:15108869ms step_avg:721.91ms
step:20940/40500 train_loss:1.5985 aux_loss:0.0028 train_time:15109587ms step_avg:721.91ms
step:20941/40500 train_loss:1.6241 aux_loss:0.0027 train_time:15110304ms step_avg:721.91ms
step:20942/40500 train_loss:1.5508 aux_loss:0.0026 train_time:15111023ms step_avg:721.91ms
step:20943/40500 train_loss:1.5963 aux_loss:0.0029 train_time:15111739ms step_avg:721.91ms
step:20944/40500 train_loss:1.6232 aux_loss:0.0028 train_time:15112455ms step_avg:721.91ms
step:20945/40500 train_loss:1.6092 aux_loss:0.0028 train_time:15113173ms step_avg:721.91ms
step:20946/40500 train_loss:1.6472 aux_loss:0.0041 train_time:15113891ms step_avg:721.91ms
step:20947/40500 train_loss:1.5971 aux_loss:0.0027 train_time:15114608ms step_avg:721.91ms
step:20948/40500 train_loss:1.5535 aux_loss:0.0029 train_time:15115324ms step_avg:721.91ms
step:20949/40500 train_loss:1.5310 aux_loss:0.0027 train_time:15116042ms step_avg:721.91ms
step:20950/40500 train_loss:1.5522 aux_loss:0.0026 train_time:15116757ms step_avg:721.91ms
step:20951/40500 train_loss:1.6198 aux_loss:0.0028 train_time:15117474ms step_avg:721.91ms
step:20952/40500 train_loss:1.6377 aux_loss:0.0027 train_time:15118193ms step_avg:721.91ms
step:20953/40500 train_loss:1.6038 aux_loss:0.0027 train_time:15118912ms step_avg:721.91ms
step:20954/40500 train_loss:1.5665 aux_loss:0.0027 train_time:15119629ms step_avg:721.91ms
step:20955/40500 train_loss:1.6082 aux_loss:0.0027 train_time:15120348ms step_avg:721.91ms
step:20956/40500 train_loss:1.6477 aux_loss:0.0027 train_time:15121065ms step_avg:721.91ms
step:20957/40500 train_loss:1.5608 aux_loss:0.0026 train_time:15121783ms step_avg:721.91ms
step:20958/40500 train_loss:1.5911 aux_loss:0.0027 train_time:15122500ms step_avg:721.91ms
step:20959/40500 train_loss:1.5824 aux_loss:0.0028 train_time:15123217ms step_avg:721.91ms
step:20960/40500 train_loss:1.5666 aux_loss:0.0031 train_time:15123935ms step_avg:721.91ms
step:20961/40500 train_loss:1.6403 aux_loss:0.0028 train_time:15124651ms step_avg:721.91ms
step:20962/40500 train_loss:1.5966 aux_loss:0.0029 train_time:15125369ms step_avg:721.91ms
step:20963/40500 train_loss:1.6298 aux_loss:0.0027 train_time:15126086ms step_avg:721.91ms
step:20964/40500 train_loss:1.5867 aux_loss:0.0028 train_time:15126803ms step_avg:721.91ms
step:20965/40500 train_loss:1.5893 aux_loss:0.0029 train_time:15127520ms step_avg:721.91ms
step:20966/40500 train_loss:1.5687 aux_loss:0.0025 train_time:15128236ms step_avg:721.90ms
step:20967/40500 train_loss:1.6120 aux_loss:0.0027 train_time:15128951ms step_avg:721.90ms
step:20968/40500 train_loss:1.5202 aux_loss:0.0030 train_time:15129670ms step_avg:721.90ms
step:20969/40500 train_loss:1.6008 aux_loss:0.0030 train_time:15130388ms step_avg:721.90ms
step:20970/40500 train_loss:1.5875 aux_loss:0.0029 train_time:15131106ms step_avg:721.90ms
step:20971/40500 train_loss:1.6475 aux_loss:0.0029 train_time:15131822ms step_avg:721.90ms
step:20972/40500 train_loss:1.5814 aux_loss:0.0028 train_time:15132539ms step_avg:721.90ms
step:20973/40500 train_loss:1.5665 aux_loss:0.0029 train_time:15133255ms step_avg:721.90ms
step:20974/40500 train_loss:1.6019 aux_loss:0.0027 train_time:15133971ms step_avg:721.90ms
step:20975/40500 train_loss:1.6264 aux_loss:0.0027 train_time:15134688ms step_avg:721.90ms
step:20976/40500 train_loss:1.6087 aux_loss:0.0026 train_time:15135406ms step_avg:721.90ms
step:20977/40500 train_loss:1.6464 aux_loss:0.0031 train_time:15136123ms step_avg:721.90ms
step:20978/40500 train_loss:1.6372 aux_loss:0.0027 train_time:15136841ms step_avg:721.90ms
step:20979/40500 train_loss:1.5578 aux_loss:0.0028 train_time:15137557ms step_avg:721.90ms
step:20980/40500 train_loss:1.6261 aux_loss:0.0028 train_time:15138274ms step_avg:721.90ms
step:20981/40500 train_loss:1.5707 aux_loss:0.0025 train_time:15138989ms step_avg:721.90ms
step:20982/40500 train_loss:1.6168 aux_loss:0.0029 train_time:15139708ms step_avg:721.90ms
step:20983/40500 train_loss:1.6006 aux_loss:0.0028 train_time:15140425ms step_avg:721.90ms
step:20984/40500 train_loss:1.5363 aux_loss:0.0030 train_time:15141142ms step_avg:721.90ms
step:20985/40500 train_loss:1.5968 aux_loss:0.0028 train_time:15141859ms step_avg:721.90ms
step:20986/40500 train_loss:1.6385 aux_loss:0.0028 train_time:15142576ms step_avg:721.90ms
step:20987/40500 train_loss:1.6401 aux_loss:0.0029 train_time:15143292ms step_avg:721.90ms
step:20988/40500 train_loss:1.5990 aux_loss:0.0028 train_time:15144008ms step_avg:721.90ms
step:20989/40500 train_loss:1.6190 aux_loss:0.0028 train_time:15144725ms step_avg:721.90ms
step:20990/40500 train_loss:1.5946 aux_loss:0.0027 train_time:15145443ms step_avg:721.90ms
step:20991/40500 train_loss:1.6259 aux_loss:0.0025 train_time:15146161ms step_avg:721.90ms
step:20992/40500 train_loss:1.6533 aux_loss:0.0027 train_time:15146878ms step_avg:721.90ms
step:20993/40500 train_loss:1.5954 aux_loss:0.0026 train_time:15147595ms step_avg:721.90ms
step:20994/40500 train_loss:1.6567 aux_loss:0.0025 train_time:15148312ms step_avg:721.90ms
step:20995/40500 train_loss:1.5602 aux_loss:0.0027 train_time:15149028ms step_avg:721.90ms
step:20996/40500 train_loss:1.6916 aux_loss:0.0030 train_time:15149744ms step_avg:721.90ms
step:20997/40500 train_loss:1.6260 aux_loss:0.0032 train_time:15150462ms step_avg:721.90ms
step:20998/40500 train_loss:1.5836 aux_loss:0.0028 train_time:15151180ms step_avg:721.90ms
step:20999/40500 train_loss:1.5821 aux_loss:0.0028 train_time:15151896ms step_avg:721.90ms
step:21000/40500 train_loss:1.5893 aux_loss:0.0026 train_time:15152614ms step_avg:721.90ms
step:21001/40500 train_loss:1.7269 aux_loss:0.0027 train_time:15153331ms step_avg:721.90ms
step:21002/40500 train_loss:1.5999 aux_loss:0.0027 train_time:15154048ms step_avg:721.90ms
step:21003/40500 train_loss:1.5968 aux_loss:0.0028 train_time:15154764ms step_avg:721.90ms
step:21004/40500 train_loss:1.5769 aux_loss:0.0031 train_time:15155481ms step_avg:721.90ms
step:21005/40500 train_loss:1.6438 aux_loss:0.0028 train_time:15156199ms step_avg:721.90ms
step:21006/40500 train_loss:1.6132 aux_loss:0.0028 train_time:15156916ms step_avg:721.90ms
step:21007/40500 train_loss:1.6073 aux_loss:0.0028 train_time:15157633ms step_avg:721.90ms
step:21008/40500 train_loss:1.5632 aux_loss:0.0028 train_time:15158349ms step_avg:721.89ms
step:21009/40500 train_loss:1.6156 aux_loss:0.0027 train_time:15159066ms step_avg:721.89ms
step:21010/40500 train_loss:1.6334 aux_loss:0.0028 train_time:15159782ms step_avg:721.89ms
step:21011/40500 train_loss:1.6260 aux_loss:0.0029 train_time:15160502ms step_avg:721.89ms
step:21012/40500 train_loss:1.5758 aux_loss:0.0030 train_time:15161217ms step_avg:721.89ms
step:21013/40500 train_loss:1.6121 aux_loss:0.0027 train_time:15161936ms step_avg:721.89ms
step:21014/40500 train_loss:1.6488 aux_loss:0.0028 train_time:15162653ms step_avg:721.89ms
step:21015/40500 train_loss:1.5653 aux_loss:0.0028 train_time:15163370ms step_avg:721.89ms
step:21016/40500 train_loss:1.6059 aux_loss:0.0028 train_time:15164087ms step_avg:721.89ms
step:21017/40500 train_loss:1.5960 aux_loss:0.0028 train_time:15164805ms step_avg:721.89ms
step:21018/40500 train_loss:1.6042 aux_loss:0.0033 train_time:15165519ms step_avg:721.89ms
step:21019/40500 train_loss:1.5824 aux_loss:0.0029 train_time:15166236ms step_avg:721.89ms
step:21020/40500 train_loss:1.6443 aux_loss:0.0026 train_time:15166953ms step_avg:721.89ms
step:21021/40500 train_loss:1.6333 aux_loss:0.0034 train_time:15167671ms step_avg:721.89ms
step:21022/40500 train_loss:1.5861 aux_loss:0.0028 train_time:15168385ms step_avg:721.89ms
step:21023/40500 train_loss:1.6240 aux_loss:0.0027 train_time:15169101ms step_avg:721.89ms
step:21024/40500 train_loss:1.6130 aux_loss:0.0026 train_time:15169819ms step_avg:721.89ms
step:21025/40500 train_loss:1.5846 aux_loss:0.0026 train_time:15170535ms step_avg:721.89ms
step:21026/40500 train_loss:1.5399 aux_loss:0.0029 train_time:15171252ms step_avg:721.89ms
step:21027/40500 train_loss:1.5754 aux_loss:0.0028 train_time:15171970ms step_avg:721.89ms
step:21028/40500 train_loss:1.5552 aux_loss:0.0026 train_time:15172686ms step_avg:721.89ms
step:21029/40500 train_loss:1.5566 aux_loss:0.0025 train_time:15173404ms step_avg:721.89ms
step:21030/40500 train_loss:1.6420 aux_loss:0.0025 train_time:15174120ms step_avg:721.89ms
step:21031/40500 train_loss:1.6095 aux_loss:0.0026 train_time:15174838ms step_avg:721.89ms
step:21032/40500 train_loss:1.6102 aux_loss:0.0030 train_time:15175556ms step_avg:721.89ms
step:21033/40500 train_loss:1.5493 aux_loss:0.0030 train_time:15176274ms step_avg:721.89ms
step:21034/40500 train_loss:1.6129 aux_loss:0.0028 train_time:15176989ms step_avg:721.89ms
step:21035/40500 train_loss:1.6347 aux_loss:0.0029 train_time:15177706ms step_avg:721.89ms
step:21036/40500 train_loss:1.5936 aux_loss:0.0029 train_time:15178423ms step_avg:721.89ms
step:21037/40500 train_loss:1.6220 aux_loss:0.0029 train_time:15179138ms step_avg:721.89ms
step:21038/40500 train_loss:1.6353 aux_loss:0.0028 train_time:15179856ms step_avg:721.89ms
step:21039/40500 train_loss:1.5771 aux_loss:0.0027 train_time:15180572ms step_avg:721.89ms
step:21040/40500 train_loss:1.5909 aux_loss:0.0044 train_time:15181287ms step_avg:721.89ms
step:21041/40500 train_loss:1.5720 aux_loss:0.0026 train_time:15182004ms step_avg:721.89ms
step:21042/40500 train_loss:1.6382 aux_loss:0.0027 train_time:15182721ms step_avg:721.89ms
step:21043/40500 train_loss:1.7073 aux_loss:0.0029 train_time:15183437ms step_avg:721.89ms
step:21044/40500 train_loss:1.5348 aux_loss:0.0027 train_time:15184155ms step_avg:721.89ms
step:21045/40500 train_loss:1.6151 aux_loss:0.0026 train_time:15184872ms step_avg:721.89ms
step:21046/40500 train_loss:1.6233 aux_loss:0.0027 train_time:15185588ms step_avg:721.89ms
step:21047/40500 train_loss:1.6124 aux_loss:0.0025 train_time:15186303ms step_avg:721.89ms
step:21048/40500 train_loss:1.5911 aux_loss:0.0026 train_time:15187021ms step_avg:721.89ms
step:21049/40500 train_loss:1.5774 aux_loss:0.0162 train_time:15187736ms step_avg:721.88ms
step:21050/40500 train_loss:1.5917 aux_loss:0.0028 train_time:15188454ms step_avg:721.88ms
step:21051/40500 train_loss:1.5758 aux_loss:0.0029 train_time:15189171ms step_avg:721.88ms
step:21052/40500 train_loss:1.6021 aux_loss:0.0028 train_time:15189887ms step_avg:721.88ms
step:21053/40500 train_loss:1.6368 aux_loss:0.0027 train_time:15190604ms step_avg:721.88ms
step:21054/40500 train_loss:1.5789 aux_loss:0.0028 train_time:15191323ms step_avg:721.88ms
step:21055/40500 train_loss:1.6156 aux_loss:0.0030 train_time:15192038ms step_avg:721.88ms
step:21056/40500 train_loss:1.5600 aux_loss:0.0030 train_time:15192756ms step_avg:721.88ms
step:21057/40500 train_loss:1.5533 aux_loss:0.0058 train_time:15193473ms step_avg:721.88ms
step:21058/40500 train_loss:1.6072 aux_loss:0.0026 train_time:15194191ms step_avg:721.88ms
step:21059/40500 train_loss:1.6374 aux_loss:0.0025 train_time:15194908ms step_avg:721.88ms
step:21060/40500 train_loss:1.6156 aux_loss:0.0026 train_time:15195627ms step_avg:721.88ms
step:21061/40500 train_loss:1.6787 aux_loss:0.0031 train_time:15196346ms step_avg:721.88ms
step:21062/40500 train_loss:1.5907 aux_loss:0.0027 train_time:15197062ms step_avg:721.88ms
step:21063/40500 train_loss:1.5908 aux_loss:0.0029 train_time:15197779ms step_avg:721.88ms
step:21064/40500 train_loss:1.6271 aux_loss:0.0028 train_time:15198496ms step_avg:721.88ms
step:21065/40500 train_loss:1.6624 aux_loss:0.0028 train_time:15199212ms step_avg:721.88ms
step:21066/40500 train_loss:1.6326 aux_loss:0.0031 train_time:15199930ms step_avg:721.88ms
step:21067/40500 train_loss:1.6222 aux_loss:0.0028 train_time:15200647ms step_avg:721.88ms
step:21068/40500 train_loss:1.5827 aux_loss:0.0028 train_time:15201364ms step_avg:721.88ms
step:21069/40500 train_loss:1.6249 aux_loss:0.0029 train_time:15202079ms step_avg:721.88ms
step:21070/40500 train_loss:1.5529 aux_loss:0.0027 train_time:15202797ms step_avg:721.88ms
step:21071/40500 train_loss:1.6179 aux_loss:0.0027 train_time:15203512ms step_avg:721.88ms
step:21072/40500 train_loss:1.6559 aux_loss:0.0028 train_time:15204230ms step_avg:721.88ms
step:21073/40500 train_loss:1.6573 aux_loss:0.0027 train_time:15204951ms step_avg:721.88ms
step:21074/40500 train_loss:1.5656 aux_loss:0.0026 train_time:15205668ms step_avg:721.88ms
step:21075/40500 train_loss:1.5747 aux_loss:0.0025 train_time:15206384ms step_avg:721.88ms
step:21076/40500 train_loss:1.5800 aux_loss:0.0026 train_time:15207102ms step_avg:721.88ms
step:21077/40500 train_loss:1.6147 aux_loss:0.0027 train_time:15207818ms step_avg:721.88ms
step:21078/40500 train_loss:1.6256 aux_loss:0.0028 train_time:15208536ms step_avg:721.88ms
step:21079/40500 train_loss:1.5578 aux_loss:0.0030 train_time:15209253ms step_avg:721.88ms
step:21080/40500 train_loss:1.5642 aux_loss:0.0030 train_time:15209971ms step_avg:721.88ms
step:21081/40500 train_loss:1.6446 aux_loss:0.0028 train_time:15210688ms step_avg:721.88ms
step:21082/40500 train_loss:1.6158 aux_loss:0.0029 train_time:15211403ms step_avg:721.88ms
step:21083/40500 train_loss:1.5892 aux_loss:0.0028 train_time:15212119ms step_avg:721.88ms
step:21084/40500 train_loss:1.6268 aux_loss:0.0028 train_time:15212838ms step_avg:721.88ms
step:21085/40500 train_loss:1.5371 aux_loss:0.0027 train_time:15213554ms step_avg:721.88ms
step:21086/40500 train_loss:1.5604 aux_loss:0.0027 train_time:15214272ms step_avg:721.88ms
step:21087/40500 train_loss:1.5583 aux_loss:0.0029 train_time:15214987ms step_avg:721.88ms
step:21088/40500 train_loss:1.6541 aux_loss:0.0030 train_time:15215703ms step_avg:721.88ms
step:21089/40500 train_loss:1.6009 aux_loss:0.0028 train_time:15216417ms step_avg:721.88ms
step:21090/40500 train_loss:1.5958 aux_loss:0.0026 train_time:15217136ms step_avg:721.88ms
step:21091/40500 train_loss:1.5835 aux_loss:0.0026 train_time:15217853ms step_avg:721.88ms
step:21092/40500 train_loss:1.6111 aux_loss:0.0026 train_time:15218570ms step_avg:721.88ms
step:21093/40500 train_loss:1.6327 aux_loss:0.0028 train_time:15219286ms step_avg:721.87ms
step:21094/40500 train_loss:1.5704 aux_loss:0.0030 train_time:15220002ms step_avg:721.87ms
step:21095/40500 train_loss:1.6042 aux_loss:0.0028 train_time:15220717ms step_avg:721.87ms
step:21096/40500 train_loss:1.6519 aux_loss:0.0027 train_time:15221434ms step_avg:721.87ms
step:21097/40500 train_loss:1.5948 aux_loss:0.0029 train_time:15222153ms step_avg:721.87ms
step:21098/40500 train_loss:1.6324 aux_loss:0.0028 train_time:15222869ms step_avg:721.87ms
step:21099/40500 train_loss:1.6267 aux_loss:0.0028 train_time:15223585ms step_avg:721.87ms
step:21100/40500 train_loss:1.6085 aux_loss:0.0027 train_time:15224302ms step_avg:721.87ms
step:21101/40500 train_loss:1.6134 aux_loss:0.0027 train_time:15225019ms step_avg:721.87ms
step:21102/40500 train_loss:1.5930 aux_loss:0.0027 train_time:15225738ms step_avg:721.87ms
step:21103/40500 train_loss:1.5874 aux_loss:0.0027 train_time:15226453ms step_avg:721.87ms
step:21104/40500 train_loss:1.5695 aux_loss:0.0026 train_time:15227167ms step_avg:721.87ms
step:21105/40500 train_loss:1.5894 aux_loss:0.0028 train_time:15227882ms step_avg:721.87ms
step:21106/40500 train_loss:1.5316 aux_loss:0.0027 train_time:15228598ms step_avg:721.87ms
step:21107/40500 train_loss:1.6144 aux_loss:0.0027 train_time:15229315ms step_avg:721.87ms
step:21108/40500 train_loss:1.6231 aux_loss:0.0028 train_time:15230033ms step_avg:721.87ms
step:21109/40500 train_loss:1.5589 aux_loss:0.0029 train_time:15230748ms step_avg:721.87ms
step:21110/40500 train_loss:1.5446 aux_loss:0.0028 train_time:15231465ms step_avg:721.87ms
step:21111/40500 train_loss:1.5692 aux_loss:0.0029 train_time:15232182ms step_avg:721.87ms
step:21112/40500 train_loss:1.6218 aux_loss:0.0026 train_time:15232898ms step_avg:721.87ms
step:21113/40500 train_loss:1.5895 aux_loss:0.0028 train_time:15233616ms step_avg:721.87ms
step:21114/40500 train_loss:1.5572 aux_loss:0.0028 train_time:15234333ms step_avg:721.87ms
step:21115/40500 train_loss:1.5926 aux_loss:0.0027 train_time:15235049ms step_avg:721.87ms
step:21116/40500 train_loss:1.5815 aux_loss:0.0028 train_time:15235766ms step_avg:721.87ms
step:21117/40500 train_loss:1.6492 aux_loss:0.0027 train_time:15236483ms step_avg:721.87ms
step:21118/40500 train_loss:1.6277 aux_loss:0.0026 train_time:15237199ms step_avg:721.87ms
step:21119/40500 train_loss:1.5594 aux_loss:0.0027 train_time:15237916ms step_avg:721.87ms
step:21120/40500 train_loss:1.5158 aux_loss:0.0026 train_time:15238632ms step_avg:721.87ms
step:21121/40500 train_loss:1.5817 aux_loss:0.0027 train_time:15239348ms step_avg:721.87ms
step:21122/40500 train_loss:1.5091 aux_loss:0.0027 train_time:15240065ms step_avg:721.87ms
step:21123/40500 train_loss:1.6135 aux_loss:0.0029 train_time:15240781ms step_avg:721.87ms
step:21124/40500 train_loss:1.5870 aux_loss:0.0029 train_time:15241497ms step_avg:721.87ms
step:21125/40500 train_loss:1.5206 aux_loss:0.0037 train_time:15242214ms step_avg:721.87ms
step:21126/40500 train_loss:1.6351 aux_loss:0.0030 train_time:15242932ms step_avg:721.87ms
step:21127/40500 train_loss:1.6264 aux_loss:0.0028 train_time:15243648ms step_avg:721.87ms
step:21128/40500 train_loss:1.5664 aux_loss:0.0027 train_time:15244366ms step_avg:721.87ms
step:21129/40500 train_loss:1.5648 aux_loss:0.0028 train_time:15245082ms step_avg:721.87ms
step:21130/40500 train_loss:1.6541 aux_loss:0.0027 train_time:15245799ms step_avg:721.87ms
step:21131/40500 train_loss:1.6181 aux_loss:0.0027 train_time:15246517ms step_avg:721.87ms
step:21132/40500 train_loss:1.5928 aux_loss:0.0029 train_time:15247235ms step_avg:721.87ms
step:21133/40500 train_loss:1.5826 aux_loss:0.0028 train_time:15247954ms step_avg:721.86ms
step:21134/40500 train_loss:1.6408 aux_loss:0.0027 train_time:15248671ms step_avg:721.86ms
step:21135/40500 train_loss:1.5825 aux_loss:0.0027 train_time:15249387ms step_avg:721.86ms
step:21136/40500 train_loss:1.5569 aux_loss:0.0027 train_time:15250106ms step_avg:721.86ms
step:21137/40500 train_loss:1.5487 aux_loss:0.0028 train_time:15250823ms step_avg:721.86ms
step:21138/40500 train_loss:1.6310 aux_loss:0.0028 train_time:15251540ms step_avg:721.86ms
step:21139/40500 train_loss:1.5933 aux_loss:0.0028 train_time:15252257ms step_avg:721.86ms
step:21140/40500 train_loss:1.5663 aux_loss:0.0028 train_time:15252973ms step_avg:721.86ms
step:21141/40500 train_loss:1.5993 aux_loss:0.0027 train_time:15253689ms step_avg:721.86ms
step:21142/40500 train_loss:1.6370 aux_loss:0.0027 train_time:15254407ms step_avg:721.86ms
step:21143/40500 train_loss:1.6438 aux_loss:0.0028 train_time:15255124ms step_avg:721.86ms
step:21144/40500 train_loss:1.5924 aux_loss:0.0032 train_time:15255841ms step_avg:721.86ms
step:21145/40500 train_loss:1.5883 aux_loss:0.0028 train_time:15256555ms step_avg:721.86ms
step:21146/40500 train_loss:1.6082 aux_loss:0.0031 train_time:15257274ms step_avg:721.86ms
step:21147/40500 train_loss:1.5884 aux_loss:0.0027 train_time:15257990ms step_avg:721.86ms
step:21148/40500 train_loss:1.6257 aux_loss:0.0025 train_time:15258707ms step_avg:721.86ms
step:21149/40500 train_loss:1.5797 aux_loss:0.0028 train_time:15259428ms step_avg:721.86ms
step:21150/40500 train_loss:1.5540 aux_loss:0.0027 train_time:15260145ms step_avg:721.86ms
step:21151/40500 train_loss:1.6408 aux_loss:0.0029 train_time:15260862ms step_avg:721.86ms
step:21152/40500 train_loss:1.6339 aux_loss:0.0028 train_time:15261580ms step_avg:721.86ms
step:21153/40500 train_loss:1.6316 aux_loss:0.0027 train_time:15262296ms step_avg:721.86ms
step:21154/40500 train_loss:1.6023 aux_loss:0.0028 train_time:15263014ms step_avg:721.86ms
step:21155/40500 train_loss:1.5604 aux_loss:0.0026 train_time:15263730ms step_avg:721.86ms
step:21156/40500 train_loss:1.5911 aux_loss:0.0028 train_time:15264448ms step_avg:721.86ms
step:21157/40500 train_loss:1.6227 aux_loss:0.0027 train_time:15265163ms step_avg:721.86ms
step:21158/40500 train_loss:1.5711 aux_loss:0.0026 train_time:15265880ms step_avg:721.86ms
step:21159/40500 train_loss:1.6690 aux_loss:0.0028 train_time:15266598ms step_avg:721.86ms
step:21160/40500 train_loss:1.6264 aux_loss:0.0028 train_time:15267312ms step_avg:721.86ms
step:21161/40500 train_loss:1.6047 aux_loss:0.0027 train_time:15268029ms step_avg:721.86ms
step:21162/40500 train_loss:1.5755 aux_loss:0.0027 train_time:15268746ms step_avg:721.86ms
step:21163/40500 train_loss:1.6456 aux_loss:0.0028 train_time:15269460ms step_avg:721.86ms
step:21164/40500 train_loss:1.5722 aux_loss:0.0027 train_time:15270176ms step_avg:721.86ms
step:21165/40500 train_loss:1.5997 aux_loss:0.0028 train_time:15270892ms step_avg:721.86ms
step:21166/40500 train_loss:1.5846 aux_loss:0.0028 train_time:15271608ms step_avg:721.86ms
step:21167/40500 train_loss:1.5698 aux_loss:0.0030 train_time:15272325ms step_avg:721.86ms
step:21168/40500 train_loss:1.6110 aux_loss:0.0028 train_time:15273041ms step_avg:721.86ms
step:21169/40500 train_loss:1.5872 aux_loss:0.0027 train_time:15273761ms step_avg:721.86ms
step:21170/40500 train_loss:1.5747 aux_loss:0.0027 train_time:15274477ms step_avg:721.86ms
step:21171/40500 train_loss:1.5581 aux_loss:0.0028 train_time:15275194ms step_avg:721.86ms
step:21172/40500 train_loss:1.6592 aux_loss:0.0031 train_time:15275909ms step_avg:721.86ms
step:21173/40500 train_loss:1.5773 aux_loss:0.0027 train_time:15276625ms step_avg:721.86ms
step:21174/40500 train_loss:1.5744 aux_loss:0.0027 train_time:15277341ms step_avg:721.86ms
step:21175/40500 train_loss:1.5045 aux_loss:0.0029 train_time:15278057ms step_avg:721.85ms
step:21176/40500 train_loss:1.6035 aux_loss:0.0026 train_time:15278775ms step_avg:721.85ms
step:21177/40500 train_loss:1.5996 aux_loss:0.0027 train_time:15279492ms step_avg:721.85ms
step:21178/40500 train_loss:1.6131 aux_loss:0.0028 train_time:15280207ms step_avg:721.85ms
step:21179/40500 train_loss:1.6281 aux_loss:0.0028 train_time:15280926ms step_avg:721.85ms
step:21180/40500 train_loss:1.5672 aux_loss:0.0027 train_time:15281643ms step_avg:721.85ms
step:21181/40500 train_loss:1.6128 aux_loss:0.0028 train_time:15282359ms step_avg:721.85ms
step:21182/40500 train_loss:1.5762 aux_loss:0.0028 train_time:15283077ms step_avg:721.85ms
step:21183/40500 train_loss:1.5795 aux_loss:0.0027 train_time:15283793ms step_avg:721.85ms
step:21184/40500 train_loss:1.6082 aux_loss:0.0027 train_time:15284508ms step_avg:721.85ms
step:21185/40500 train_loss:1.5902 aux_loss:0.0029 train_time:15285225ms step_avg:721.85ms
step:21186/40500 train_loss:1.6243 aux_loss:0.0026 train_time:15285942ms step_avg:721.85ms
step:21187/40500 train_loss:1.6197 aux_loss:0.0026 train_time:15286657ms step_avg:721.85ms
step:21188/40500 train_loss:1.5896 aux_loss:0.0027 train_time:15287374ms step_avg:721.85ms
step:21189/40500 train_loss:1.5676 aux_loss:0.0031 train_time:15288089ms step_avg:721.85ms
step:21190/40500 train_loss:1.5626 aux_loss:0.0027 train_time:15288805ms step_avg:721.85ms
step:21191/40500 train_loss:1.5815 aux_loss:0.0027 train_time:15289522ms step_avg:721.85ms
step:21192/40500 train_loss:1.6352 aux_loss:0.0028 train_time:15290239ms step_avg:721.85ms
step:21193/40500 train_loss:1.5447 aux_loss:0.0028 train_time:15290953ms step_avg:721.85ms
step:21194/40500 train_loss:1.5787 aux_loss:0.0026 train_time:15291674ms step_avg:721.85ms
step:21195/40500 train_loss:1.6225 aux_loss:0.0025 train_time:15292389ms step_avg:721.85ms
step:21196/40500 train_loss:1.6630 aux_loss:0.0027 train_time:15293106ms step_avg:721.85ms
step:21197/40500 train_loss:1.6505 aux_loss:0.0028 train_time:15293823ms step_avg:721.85ms
step:21198/40500 train_loss:1.6759 aux_loss:0.0029 train_time:15294540ms step_avg:721.85ms
step:21199/40500 train_loss:1.5735 aux_loss:0.0031 train_time:15295253ms step_avg:721.85ms
step:21200/40500 train_loss:1.6072 aux_loss:0.0028 train_time:15295972ms step_avg:721.85ms
step:21201/40500 train_loss:1.5598 aux_loss:0.0029 train_time:15296687ms step_avg:721.85ms
step:21202/40500 train_loss:1.5745 aux_loss:0.0026 train_time:15297402ms step_avg:721.85ms
step:21203/40500 train_loss:1.5360 aux_loss:0.0027 train_time:15298119ms step_avg:721.85ms
step:21204/40500 train_loss:1.5957 aux_loss:0.0029 train_time:15298837ms step_avg:721.85ms
step:21205/40500 train_loss:1.5705 aux_loss:0.0029 train_time:15299554ms step_avg:721.85ms
step:21206/40500 train_loss:1.5664 aux_loss:0.0028 train_time:15300270ms step_avg:721.85ms
step:21207/40500 train_loss:1.5880 aux_loss:0.0029 train_time:15300988ms step_avg:721.85ms
step:21208/40500 train_loss:1.6621 aux_loss:0.0029 train_time:15301703ms step_avg:721.85ms
step:21209/40500 train_loss:1.5560 aux_loss:0.0028 train_time:15302420ms step_avg:721.85ms
step:21210/40500 train_loss:1.5794 aux_loss:0.0031 train_time:15303138ms step_avg:721.85ms
step:21211/40500 train_loss:1.5858 aux_loss:0.0027 train_time:15303855ms step_avg:721.85ms
step:21212/40500 train_loss:1.6442 aux_loss:0.0027 train_time:15304570ms step_avg:721.85ms
step:21213/40500 train_loss:1.5842 aux_loss:0.0027 train_time:15305288ms step_avg:721.85ms
step:21214/40500 train_loss:1.6208 aux_loss:0.0026 train_time:15306005ms step_avg:721.85ms
step:21215/40500 train_loss:1.6061 aux_loss:0.0028 train_time:15306722ms step_avg:721.84ms
step:21216/40500 train_loss:1.6404 aux_loss:0.0028 train_time:15307439ms step_avg:721.84ms
step:21217/40500 train_loss:1.6186 aux_loss:0.0029 train_time:15308157ms step_avg:721.84ms
step:21218/40500 train_loss:1.6116 aux_loss:0.0028 train_time:15308872ms step_avg:721.84ms
step:21219/40500 train_loss:1.6166 aux_loss:0.0026 train_time:15309590ms step_avg:721.84ms
step:21220/40500 train_loss:1.6215 aux_loss:0.0028 train_time:15310308ms step_avg:721.84ms
step:21221/40500 train_loss:1.5691 aux_loss:0.0028 train_time:15311024ms step_avg:721.84ms
step:21222/40500 train_loss:1.6032 aux_loss:0.0027 train_time:15311740ms step_avg:721.84ms
step:21223/40500 train_loss:1.5961 aux_loss:0.0028 train_time:15312458ms step_avg:721.84ms
step:21224/40500 train_loss:1.6565 aux_loss:0.0028 train_time:15313175ms step_avg:721.84ms
step:21225/40500 train_loss:1.5568 aux_loss:0.0028 train_time:15313891ms step_avg:721.84ms
step:21226/40500 train_loss:1.6051 aux_loss:0.0030 train_time:15314607ms step_avg:721.84ms
step:21227/40500 train_loss:1.5925 aux_loss:0.0028 train_time:15315325ms step_avg:721.84ms
step:21228/40500 train_loss:1.5846 aux_loss:0.0026 train_time:15316041ms step_avg:721.84ms
step:21229/40500 train_loss:1.5794 aux_loss:0.0027 train_time:15316759ms step_avg:721.84ms
step:21230/40500 train_loss:1.5763 aux_loss:0.0027 train_time:15317475ms step_avg:721.84ms
step:21231/40500 train_loss:1.5705 aux_loss:0.0027 train_time:15318191ms step_avg:721.84ms
step:21232/40500 train_loss:1.5776 aux_loss:0.0027 train_time:15318908ms step_avg:721.84ms
step:21233/40500 train_loss:1.6261 aux_loss:0.0028 train_time:15319624ms step_avg:721.84ms
step:21234/40500 train_loss:1.6115 aux_loss:0.0030 train_time:15320340ms step_avg:721.84ms
step:21235/40500 train_loss:1.5312 aux_loss:0.0027 train_time:15321055ms step_avg:721.84ms
step:21236/40500 train_loss:1.5862 aux_loss:0.0028 train_time:15321774ms step_avg:721.84ms
step:21237/40500 train_loss:1.6411 aux_loss:0.0028 train_time:15322490ms step_avg:721.84ms
step:21238/40500 train_loss:1.5805 aux_loss:0.0027 train_time:15323204ms step_avg:721.84ms
step:21239/40500 train_loss:1.5862 aux_loss:0.0027 train_time:15323922ms step_avg:721.84ms
step:21240/40500 train_loss:1.6037 aux_loss:0.0026 train_time:15324638ms step_avg:721.84ms
step:21241/40500 train_loss:1.5257 aux_loss:0.0028 train_time:15325354ms step_avg:721.84ms
step:21242/40500 train_loss:1.6182 aux_loss:0.0034 train_time:15326071ms step_avg:721.84ms
step:21243/40500 train_loss:1.6090 aux_loss:0.0028 train_time:15326787ms step_avg:721.84ms
step:21244/40500 train_loss:1.6327 aux_loss:0.0027 train_time:15327505ms step_avg:721.84ms
step:21245/40500 train_loss:1.5774 aux_loss:0.0027 train_time:15328222ms step_avg:721.84ms
step:21246/40500 train_loss:1.5779 aux_loss:0.0028 train_time:15328940ms step_avg:721.84ms
step:21247/40500 train_loss:1.6306 aux_loss:0.0027 train_time:15329655ms step_avg:721.84ms
step:21248/40500 train_loss:1.5853 aux_loss:0.0028 train_time:15330372ms step_avg:721.84ms
step:21249/40500 train_loss:1.5592 aux_loss:0.0027 train_time:15331089ms step_avg:721.84ms
step:21250/40500 train_loss:1.5887 aux_loss:0.0028 train_time:15331806ms step_avg:721.84ms
step:21251/40500 train_loss:1.5456 aux_loss:0.0026 train_time:15332523ms step_avg:721.84ms
step:21252/40500 train_loss:1.5677 aux_loss:0.0026 train_time:15333242ms step_avg:721.84ms
step:21253/40500 train_loss:1.5610 aux_loss:0.0037 train_time:15333956ms step_avg:721.84ms
step:21254/40500 train_loss:1.5583 aux_loss:0.0030 train_time:15334674ms step_avg:721.84ms
step:21255/40500 train_loss:1.5318 aux_loss:0.0031 train_time:15335392ms step_avg:721.84ms
step:21256/40500 train_loss:1.6384 aux_loss:0.0030 train_time:15336110ms step_avg:721.84ms
step:21257/40500 train_loss:1.5675 aux_loss:0.0037 train_time:15336826ms step_avg:721.83ms
step:21258/40500 train_loss:1.6324 aux_loss:0.0028 train_time:15337545ms step_avg:721.83ms
step:21259/40500 train_loss:1.5748 aux_loss:0.0027 train_time:15338260ms step_avg:721.83ms
step:21260/40500 train_loss:1.6568 aux_loss:0.0026 train_time:15338978ms step_avg:721.83ms
step:21261/40500 train_loss:1.6196 aux_loss:0.0027 train_time:15339693ms step_avg:721.83ms
step:21262/40500 train_loss:1.5827 aux_loss:0.0026 train_time:15340410ms step_avg:721.83ms
step:21263/40500 train_loss:1.5868 aux_loss:0.0026 train_time:15341127ms step_avg:721.83ms
step:21264/40500 train_loss:1.5738 aux_loss:0.0027 train_time:15341845ms step_avg:721.83ms
step:21265/40500 train_loss:1.5733 aux_loss:0.0027 train_time:15342559ms step_avg:721.83ms
step:21266/40500 train_loss:1.6408 aux_loss:0.0026 train_time:15343275ms step_avg:721.83ms
step:21267/40500 train_loss:1.5588 aux_loss:0.0029 train_time:15343991ms step_avg:721.83ms
step:21268/40500 train_loss:1.6050 aux_loss:0.0029 train_time:15344707ms step_avg:721.83ms
step:21269/40500 train_loss:1.6482 aux_loss:0.0030 train_time:15345425ms step_avg:721.83ms
step:21270/40500 train_loss:1.6505 aux_loss:0.0028 train_time:15346141ms step_avg:721.83ms
step:21271/40500 train_loss:1.5854 aux_loss:0.0029 train_time:15346857ms step_avg:721.83ms
step:21272/40500 train_loss:1.6229 aux_loss:0.0028 train_time:15347575ms step_avg:721.83ms
step:21273/40500 train_loss:1.6645 aux_loss:0.0026 train_time:15348292ms step_avg:721.83ms
step:21274/40500 train_loss:1.6124 aux_loss:0.0033 train_time:15349008ms step_avg:721.83ms
step:21275/40500 train_loss:1.5402 aux_loss:0.0027 train_time:15349727ms step_avg:721.83ms
step:21276/40500 train_loss:1.5850 aux_loss:0.0027 train_time:15350444ms step_avg:721.83ms
step:21277/40500 train_loss:1.5765 aux_loss:0.0027 train_time:15351162ms step_avg:721.83ms
step:21278/40500 train_loss:1.6241 aux_loss:0.0027 train_time:15351879ms step_avg:721.83ms
step:21279/40500 train_loss:1.6021 aux_loss:0.0026 train_time:15352595ms step_avg:721.83ms
step:21280/40500 train_loss:1.5796 aux_loss:0.0026 train_time:15353310ms step_avg:721.83ms
step:21281/40500 train_loss:1.6057 aux_loss:0.0026 train_time:15354026ms step_avg:721.83ms
step:21282/40500 train_loss:1.6072 aux_loss:0.0025 train_time:15354743ms step_avg:721.83ms
step:21283/40500 train_loss:1.6009 aux_loss:0.0026 train_time:15355460ms step_avg:721.83ms
step:21284/40500 train_loss:1.6125 aux_loss:0.0027 train_time:15356177ms step_avg:721.83ms
step:21285/40500 train_loss:1.5331 aux_loss:0.0028 train_time:15356894ms step_avg:721.83ms
step:21286/40500 train_loss:1.5769 aux_loss:0.0029 train_time:15357609ms step_avg:721.83ms
step:21287/40500 train_loss:1.5801 aux_loss:0.0028 train_time:15358325ms step_avg:721.83ms
step:21288/40500 train_loss:1.5830 aux_loss:0.0029 train_time:15359043ms step_avg:721.83ms
step:21289/40500 train_loss:1.6095 aux_loss:0.0029 train_time:15359759ms step_avg:721.83ms
step:21290/40500 train_loss:1.5931 aux_loss:0.0029 train_time:15360476ms step_avg:721.83ms
step:21291/40500 train_loss:1.6273 aux_loss:0.0027 train_time:15361193ms step_avg:721.83ms
step:21292/40500 train_loss:1.5624 aux_loss:0.0026 train_time:15361908ms step_avg:721.83ms
step:21293/40500 train_loss:1.5828 aux_loss:0.0029 train_time:15362624ms step_avg:721.83ms
step:21294/40500 train_loss:1.6108 aux_loss:0.0026 train_time:15363343ms step_avg:721.83ms
step:21295/40500 train_loss:1.6351 aux_loss:0.0027 train_time:15364058ms step_avg:721.83ms
step:21296/40500 train_loss:1.6206 aux_loss:0.0027 train_time:15364774ms step_avg:721.83ms
step:21297/40500 train_loss:1.5594 aux_loss:0.0027 train_time:15365491ms step_avg:721.83ms
step:21298/40500 train_loss:1.5729 aux_loss:0.0028 train_time:15366208ms step_avg:721.82ms
step:21299/40500 train_loss:1.6073 aux_loss:0.0026 train_time:15366925ms step_avg:721.82ms
step:21300/40500 train_loss:1.6433 aux_loss:0.0027 train_time:15367644ms step_avg:721.82ms
step:21301/40500 train_loss:1.6223 aux_loss:0.0027 train_time:15368360ms step_avg:721.82ms
step:21302/40500 train_loss:1.6020 aux_loss:0.0026 train_time:15369077ms step_avg:721.82ms
step:21303/40500 train_loss:1.5783 aux_loss:0.0029 train_time:15369795ms step_avg:721.82ms
step:21304/40500 train_loss:1.5833 aux_loss:0.0028 train_time:15370514ms step_avg:721.82ms
step:21305/40500 train_loss:1.6030 aux_loss:0.0029 train_time:15371232ms step_avg:721.82ms
step:21306/40500 train_loss:1.5953 aux_loss:0.0025 train_time:15371949ms step_avg:721.82ms
step:21307/40500 train_loss:1.5647 aux_loss:0.0027 train_time:15372666ms step_avg:721.82ms
step:21308/40500 train_loss:1.5661 aux_loss:0.0026 train_time:15373383ms step_avg:721.82ms
step:21309/40500 train_loss:1.6314 aux_loss:0.0034 train_time:15374099ms step_avg:721.82ms
step:21310/40500 train_loss:1.5806 aux_loss:0.0027 train_time:15374817ms step_avg:721.82ms
step:21311/40500 train_loss:1.5724 aux_loss:0.0027 train_time:15375533ms step_avg:721.82ms
step:21312/40500 train_loss:1.5967 aux_loss:0.0027 train_time:15376248ms step_avg:721.82ms
step:21313/40500 train_loss:1.6049 aux_loss:0.0042 train_time:15376965ms step_avg:721.82ms
step:21314/40500 train_loss:1.5886 aux_loss:0.0028 train_time:15377683ms step_avg:721.82ms
step:21315/40500 train_loss:1.5879 aux_loss:0.0028 train_time:15378399ms step_avg:721.82ms
step:21316/40500 train_loss:1.5948 aux_loss:0.0028 train_time:15379116ms step_avg:721.82ms
step:21317/40500 train_loss:1.5847 aux_loss:0.0028 train_time:15379834ms step_avg:721.82ms
step:21318/40500 train_loss:1.5859 aux_loss:0.0029 train_time:15380551ms step_avg:721.82ms
step:21319/40500 train_loss:1.6195 aux_loss:0.0029 train_time:15381264ms step_avg:721.82ms
step:21320/40500 train_loss:1.5365 aux_loss:0.0028 train_time:15381981ms step_avg:721.82ms
step:21321/40500 train_loss:1.5809 aux_loss:0.0027 train_time:15382698ms step_avg:721.82ms
step:21322/40500 train_loss:1.6073 aux_loss:0.0028 train_time:15383418ms step_avg:721.82ms
step:21323/40500 train_loss:1.5469 aux_loss:0.0028 train_time:15384135ms step_avg:721.82ms
step:21324/40500 train_loss:1.5670 aux_loss:0.0028 train_time:15384853ms step_avg:721.82ms
step:21325/40500 train_loss:1.6103 aux_loss:0.0028 train_time:15385570ms step_avg:721.82ms
step:21326/40500 train_loss:1.5204 aux_loss:0.0028 train_time:15386289ms step_avg:721.82ms
step:21327/40500 train_loss:1.5166 aux_loss:0.0027 train_time:15387005ms step_avg:721.82ms
step:21328/40500 train_loss:1.5830 aux_loss:0.0027 train_time:15387724ms step_avg:721.82ms
step:21329/40500 train_loss:1.5571 aux_loss:0.0029 train_time:15388441ms step_avg:721.82ms
step:21330/40500 train_loss:1.6197 aux_loss:0.0026 train_time:15389158ms step_avg:721.82ms
step:21331/40500 train_loss:1.6017 aux_loss:0.0028 train_time:15389874ms step_avg:721.82ms
step:21332/40500 train_loss:1.5997 aux_loss:0.0028 train_time:15390591ms step_avg:721.82ms
step:21333/40500 train_loss:1.5381 aux_loss:0.0028 train_time:15391307ms step_avg:721.82ms
step:21334/40500 train_loss:1.6565 aux_loss:0.0032 train_time:15392027ms step_avg:721.82ms
step:21335/40500 train_loss:1.5369 aux_loss:0.0027 train_time:15392743ms step_avg:721.82ms
step:21336/40500 train_loss:1.6147 aux_loss:0.0057 train_time:15393460ms step_avg:721.82ms
step:21337/40500 train_loss:1.6281 aux_loss:0.0029 train_time:15394175ms step_avg:721.82ms
step:21338/40500 train_loss:1.5841 aux_loss:0.0028 train_time:15394892ms step_avg:721.82ms
step:21339/40500 train_loss:1.5920 aux_loss:0.0027 train_time:15395610ms step_avg:721.82ms
step:21340/40500 train_loss:1.6239 aux_loss:0.0028 train_time:15396328ms step_avg:721.82ms
step:21341/40500 train_loss:1.6127 aux_loss:0.0028 train_time:15397043ms step_avg:721.82ms
step:21342/40500 train_loss:1.5395 aux_loss:0.0028 train_time:15397760ms step_avg:721.82ms
step:21343/40500 train_loss:1.5902 aux_loss:0.0026 train_time:15398476ms step_avg:721.81ms
step:21344/40500 train_loss:1.5799 aux_loss:0.0026 train_time:15399193ms step_avg:721.81ms
step:21345/40500 train_loss:1.5873 aux_loss:0.0028 train_time:15399909ms step_avg:721.81ms
step:21346/40500 train_loss:1.6732 aux_loss:0.0026 train_time:15400627ms step_avg:721.81ms
step:21347/40500 train_loss:1.5623 aux_loss:0.0027 train_time:15401344ms step_avg:721.81ms
step:21348/40500 train_loss:1.6377 aux_loss:0.0027 train_time:15402060ms step_avg:721.81ms
step:21349/40500 train_loss:1.5969 aux_loss:0.0031 train_time:15402777ms step_avg:721.81ms
step:21350/40500 train_loss:1.5753 aux_loss:0.0027 train_time:15403492ms step_avg:721.81ms
step:21351/40500 train_loss:1.5635 aux_loss:0.0026 train_time:15404208ms step_avg:721.81ms
step:21352/40500 train_loss:1.6251 aux_loss:0.0027 train_time:15404925ms step_avg:721.81ms
step:21353/40500 train_loss:1.5973 aux_loss:0.0026 train_time:15405640ms step_avg:721.81ms
step:21354/40500 train_loss:1.6283 aux_loss:0.0027 train_time:15406355ms step_avg:721.81ms
step:21355/40500 train_loss:1.5920 aux_loss:0.0028 train_time:15407071ms step_avg:721.81ms
step:21356/40500 train_loss:1.6153 aux_loss:0.0027 train_time:15407788ms step_avg:721.81ms
step:21357/40500 train_loss:1.6184 aux_loss:0.0030 train_time:15408505ms step_avg:721.81ms
step:21358/40500 train_loss:1.6020 aux_loss:0.0027 train_time:15409221ms step_avg:721.81ms
step:21359/40500 train_loss:1.6174 aux_loss:0.0029 train_time:15409941ms step_avg:721.81ms
step:21360/40500 train_loss:1.6298 aux_loss:0.0027 train_time:15410656ms step_avg:721.81ms
step:21361/40500 train_loss:1.6077 aux_loss:0.0028 train_time:15411374ms step_avg:721.81ms
step:21362/40500 train_loss:1.5857 aux_loss:0.0027 train_time:15412091ms step_avg:721.81ms
step:21363/40500 train_loss:1.6025 aux_loss:0.0031 train_time:15412807ms step_avg:721.81ms
step:21364/40500 train_loss:1.5659 aux_loss:0.0026 train_time:15413522ms step_avg:721.81ms
step:21365/40500 train_loss:1.6372 aux_loss:0.0027 train_time:15414239ms step_avg:721.81ms
step:21366/40500 train_loss:1.5981 aux_loss:0.0027 train_time:15414956ms step_avg:721.81ms
step:21367/40500 train_loss:1.6114 aux_loss:0.0031 train_time:15415672ms step_avg:721.81ms
step:21368/40500 train_loss:1.6387 aux_loss:0.0027 train_time:15416390ms step_avg:721.81ms
step:21369/40500 train_loss:1.6238 aux_loss:0.0027 train_time:15417107ms step_avg:721.81ms
step:21370/40500 train_loss:1.6055 aux_loss:0.0025 train_time:15417824ms step_avg:721.81ms
step:21371/40500 train_loss:1.6907 aux_loss:0.0026 train_time:15418542ms step_avg:721.81ms
step:21372/40500 train_loss:1.5818 aux_loss:0.0026 train_time:15419261ms step_avg:721.81ms
step:21373/40500 train_loss:1.6135 aux_loss:0.0027 train_time:15419978ms step_avg:721.81ms
step:21374/40500 train_loss:1.5833 aux_loss:0.0027 train_time:15420694ms step_avg:721.81ms
step:21375/40500 train_loss:1.5423 aux_loss:0.0027 train_time:15421411ms step_avg:721.81ms
step:21376/40500 train_loss:1.6151 aux_loss:0.0027 train_time:15422127ms step_avg:721.81ms
step:21377/40500 train_loss:1.5534 aux_loss:0.0027 train_time:15422843ms step_avg:721.81ms
step:21378/40500 train_loss:1.6283 aux_loss:0.0026 train_time:15423562ms step_avg:721.81ms
step:21379/40500 train_loss:1.6499 aux_loss:0.0027 train_time:15424281ms step_avg:721.81ms
step:21380/40500 train_loss:1.6055 aux_loss:0.0027 train_time:15424996ms step_avg:721.81ms
step:21381/40500 train_loss:1.6494 aux_loss:0.0026 train_time:15425713ms step_avg:721.81ms
step:21382/40500 train_loss:1.6017 aux_loss:0.0026 train_time:15426429ms step_avg:721.81ms
step:21383/40500 train_loss:1.6118 aux_loss:0.0028 train_time:15427146ms step_avg:721.81ms
step:21384/40500 train_loss:1.6624 aux_loss:0.0028 train_time:15427865ms step_avg:721.81ms
step:21385/40500 train_loss:1.5920 aux_loss:0.0035 train_time:15428581ms step_avg:721.80ms
step:21386/40500 train_loss:1.6005 aux_loss:0.0027 train_time:15429298ms step_avg:721.80ms
step:21387/40500 train_loss:1.6020 aux_loss:0.0028 train_time:15430015ms step_avg:721.80ms
step:21388/40500 train_loss:1.6240 aux_loss:0.0027 train_time:15430730ms step_avg:721.80ms
step:21389/40500 train_loss:1.6052 aux_loss:0.0027 train_time:15431446ms step_avg:721.80ms
step:21390/40500 train_loss:1.5576 aux_loss:0.0029 train_time:15432165ms step_avg:721.80ms
step:21391/40500 train_loss:1.5366 aux_loss:0.0028 train_time:15432883ms step_avg:721.80ms
step:21392/40500 train_loss:1.5743 aux_loss:0.0027 train_time:15433601ms step_avg:721.80ms
step:21393/40500 train_loss:1.6075 aux_loss:0.0026 train_time:15434318ms step_avg:721.80ms
step:21394/40500 train_loss:1.6120 aux_loss:0.0027 train_time:15435032ms step_avg:721.80ms
step:21395/40500 train_loss:1.5824 aux_loss:0.0026 train_time:15435750ms step_avg:721.80ms
step:21396/40500 train_loss:1.6216 aux_loss:0.0028 train_time:15436467ms step_avg:721.80ms
step:21397/40500 train_loss:1.5785 aux_loss:0.0028 train_time:15437182ms step_avg:721.80ms
step:21398/40500 train_loss:1.5568 aux_loss:0.0028 train_time:15437899ms step_avg:721.80ms
step:21399/40500 train_loss:1.5711 aux_loss:0.0028 train_time:15438615ms step_avg:721.80ms
step:21400/40500 train_loss:1.5977 aux_loss:0.0035 train_time:15439331ms step_avg:721.80ms
step:21401/40500 train_loss:1.6914 aux_loss:0.0028 train_time:15440044ms step_avg:721.80ms
step:21402/40500 train_loss:1.6272 aux_loss:0.0028 train_time:15440762ms step_avg:721.80ms
step:21403/40500 train_loss:1.5839 aux_loss:0.0026 train_time:15441479ms step_avg:721.80ms
step:21404/40500 train_loss:1.6085 aux_loss:0.0028 train_time:15442196ms step_avg:721.80ms
step:21405/40500 train_loss:1.6459 aux_loss:0.0026 train_time:15442914ms step_avg:721.80ms
step:21406/40500 train_loss:1.5915 aux_loss:0.0027 train_time:15443631ms step_avg:721.80ms
step:21407/40500 train_loss:1.6005 aux_loss:0.0028 train_time:15444347ms step_avg:721.80ms
step:21408/40500 train_loss:1.6061 aux_loss:0.0028 train_time:15445066ms step_avg:721.80ms
step:21409/40500 train_loss:1.5748 aux_loss:0.0027 train_time:15445781ms step_avg:721.80ms
step:21410/40500 train_loss:1.5768 aux_loss:0.0027 train_time:15446497ms step_avg:721.80ms
step:21411/40500 train_loss:1.6956 aux_loss:0.0028 train_time:15447216ms step_avg:721.80ms
step:21412/40500 train_loss:1.5414 aux_loss:0.0029 train_time:15447933ms step_avg:721.80ms
step:21413/40500 train_loss:1.6060 aux_loss:0.0028 train_time:15448651ms step_avg:721.80ms
step:21414/40500 train_loss:1.6057 aux_loss:0.0029 train_time:15449369ms step_avg:721.80ms
step:21415/40500 train_loss:1.5183 aux_loss:0.0027 train_time:15450085ms step_avg:721.80ms
step:21416/40500 train_loss:1.6320 aux_loss:0.0028 train_time:15450801ms step_avg:721.80ms
step:21417/40500 train_loss:1.5745 aux_loss:0.0028 train_time:15451519ms step_avg:721.80ms
step:21418/40500 train_loss:1.5942 aux_loss:0.0027 train_time:15452237ms step_avg:721.80ms
step:21419/40500 train_loss:1.6743 aux_loss:0.0028 train_time:15452954ms step_avg:721.80ms
step:21420/40500 train_loss:1.5504 aux_loss:0.0028 train_time:15453671ms step_avg:721.80ms
step:21421/40500 train_loss:1.5938 aux_loss:0.0026 train_time:15454391ms step_avg:721.80ms
step:21422/40500 train_loss:1.6497 aux_loss:0.0028 train_time:15455107ms step_avg:721.80ms
step:21423/40500 train_loss:1.6357 aux_loss:0.0026 train_time:15455824ms step_avg:721.80ms
step:21424/40500 train_loss:1.6115 aux_loss:0.0027 train_time:15456541ms step_avg:721.80ms
step:21425/40500 train_loss:1.5438 aux_loss:0.0099 train_time:15457257ms step_avg:721.80ms
step:21426/40500 train_loss:1.6346 aux_loss:0.0026 train_time:15457974ms step_avg:721.80ms
step:21427/40500 train_loss:1.6118 aux_loss:0.0027 train_time:15458690ms step_avg:721.80ms
step:21428/40500 train_loss:1.6218 aux_loss:0.0028 train_time:15459409ms step_avg:721.80ms
step:21429/40500 train_loss:1.5618 aux_loss:0.0026 train_time:15460127ms step_avg:721.79ms
step:21430/40500 train_loss:1.5939 aux_loss:0.0026 train_time:15460844ms step_avg:721.79ms
step:21431/40500 train_loss:1.6181 aux_loss:0.0026 train_time:15461561ms step_avg:721.79ms
step:21432/40500 train_loss:1.6317 aux_loss:0.0026 train_time:15462278ms step_avg:721.79ms
step:21433/40500 train_loss:1.5333 aux_loss:0.0028 train_time:15462997ms step_avg:721.79ms
step:21434/40500 train_loss:1.6190 aux_loss:0.0029 train_time:15463714ms step_avg:721.79ms
step:21435/40500 train_loss:1.6219 aux_loss:0.0028 train_time:15464432ms step_avg:721.79ms
step:21436/40500 train_loss:1.5404 aux_loss:0.0029 train_time:15465150ms step_avg:721.79ms
step:21437/40500 train_loss:1.5565 aux_loss:0.0030 train_time:15465868ms step_avg:721.79ms
step:21438/40500 train_loss:1.5784 aux_loss:0.0028 train_time:15466585ms step_avg:721.79ms
step:21439/40500 train_loss:1.6347 aux_loss:0.0027 train_time:15467303ms step_avg:721.79ms
step:21440/40500 train_loss:1.5598 aux_loss:0.0027 train_time:15468020ms step_avg:721.79ms
step:21441/40500 train_loss:1.5999 aux_loss:0.0027 train_time:15468736ms step_avg:721.79ms
step:21442/40500 train_loss:1.5719 aux_loss:0.0036 train_time:15469454ms step_avg:721.79ms
step:21443/40500 train_loss:1.5367 aux_loss:0.0028 train_time:15470171ms step_avg:721.79ms
step:21444/40500 train_loss:1.5807 aux_loss:0.0028 train_time:15470891ms step_avg:721.79ms
step:21445/40500 train_loss:1.6243 aux_loss:0.0028 train_time:15471607ms step_avg:721.79ms
step:21446/40500 train_loss:1.5581 aux_loss:0.0028 train_time:15472325ms step_avg:721.79ms
step:21447/40500 train_loss:1.5389 aux_loss:0.0026 train_time:15473042ms step_avg:721.79ms
step:21448/40500 train_loss:1.5382 aux_loss:0.0027 train_time:15473758ms step_avg:721.79ms
step:21449/40500 train_loss:1.5745 aux_loss:0.0026 train_time:15474475ms step_avg:721.79ms
step:21450/40500 train_loss:1.5561 aux_loss:0.0026 train_time:15475192ms step_avg:721.79ms
step:21451/40500 train_loss:1.5883 aux_loss:0.0028 train_time:15475910ms step_avg:721.79ms
step:21452/40500 train_loss:1.5619 aux_loss:0.0028 train_time:15476628ms step_avg:721.79ms
step:21453/40500 train_loss:1.5548 aux_loss:0.0028 train_time:15477343ms step_avg:721.79ms
step:21454/40500 train_loss:1.6377 aux_loss:0.0030 train_time:15478059ms step_avg:721.79ms
step:21455/40500 train_loss:1.5570 aux_loss:0.0027 train_time:15478777ms step_avg:721.79ms
step:21456/40500 train_loss:1.6583 aux_loss:0.0029 train_time:15479493ms step_avg:721.79ms
step:21457/40500 train_loss:1.6232 aux_loss:0.0027 train_time:15480210ms step_avg:721.79ms
step:21458/40500 train_loss:1.5664 aux_loss:0.0028 train_time:15480927ms step_avg:721.79ms
step:21459/40500 train_loss:1.6184 aux_loss:0.0027 train_time:15481645ms step_avg:721.79ms
step:21460/40500 train_loss:1.6717 aux_loss:0.0026 train_time:15482362ms step_avg:721.79ms
step:21461/40500 train_loss:1.5897 aux_loss:0.0031 train_time:15483080ms step_avg:721.79ms
step:21462/40500 train_loss:1.5314 aux_loss:0.0027 train_time:15483798ms step_avg:721.79ms
step:21463/40500 train_loss:1.5655 aux_loss:0.0030 train_time:15484514ms step_avg:721.79ms
step:21464/40500 train_loss:1.5616 aux_loss:0.0028 train_time:15485230ms step_avg:721.79ms
step:21465/40500 train_loss:1.5982 aux_loss:0.0028 train_time:15485948ms step_avg:721.79ms
step:21466/40500 train_loss:1.5696 aux_loss:0.0028 train_time:15486667ms step_avg:721.79ms
step:21467/40500 train_loss:1.5994 aux_loss:0.0028 train_time:15487383ms step_avg:721.79ms
step:21468/40500 train_loss:1.5596 aux_loss:0.0027 train_time:15488101ms step_avg:721.79ms
step:21469/40500 train_loss:1.5901 aux_loss:0.0026 train_time:15488818ms step_avg:721.79ms
step:21470/40500 train_loss:1.5939 aux_loss:0.0027 train_time:15489534ms step_avg:721.79ms
step:21471/40500 train_loss:1.5931 aux_loss:0.0027 train_time:15490251ms step_avg:721.79ms
step:21472/40500 train_loss:1.5610 aux_loss:0.0028 train_time:15490968ms step_avg:721.79ms
step:21473/40500 train_loss:1.5838 aux_loss:0.0028 train_time:15491687ms step_avg:721.79ms
step:21474/40500 train_loss:1.5885 aux_loss:0.0027 train_time:15492402ms step_avg:721.79ms
step:21475/40500 train_loss:1.5904 aux_loss:0.0028 train_time:15493119ms step_avg:721.79ms
step:21476/40500 train_loss:1.5876 aux_loss:0.0028 train_time:15493836ms step_avg:721.78ms
step:21477/40500 train_loss:1.6121 aux_loss:0.0028 train_time:15494553ms step_avg:721.78ms
step:21478/40500 train_loss:1.5339 aux_loss:0.0031 train_time:15495270ms step_avg:721.78ms
step:21479/40500 train_loss:1.5504 aux_loss:0.0028 train_time:15495987ms step_avg:721.78ms
step:21480/40500 train_loss:1.5862 aux_loss:0.0060 train_time:15496703ms step_avg:721.78ms
step:21481/40500 train_loss:1.6360 aux_loss:0.0027 train_time:15497419ms step_avg:721.78ms
step:21482/40500 train_loss:1.6077 aux_loss:0.0028 train_time:15498137ms step_avg:721.78ms
step:21483/40500 train_loss:1.5677 aux_loss:0.0024 train_time:15498852ms step_avg:721.78ms
step:21484/40500 train_loss:1.6069 aux_loss:0.0025 train_time:15499568ms step_avg:721.78ms
step:21485/40500 train_loss:1.6301 aux_loss:0.0025 train_time:15500285ms step_avg:721.78ms
step:21486/40500 train_loss:1.6186 aux_loss:0.0029 train_time:15501003ms step_avg:721.78ms
step:21487/40500 train_loss:1.5748 aux_loss:0.0026 train_time:15501719ms step_avg:721.78ms
step:21488/40500 train_loss:1.6134 aux_loss:0.0028 train_time:15502436ms step_avg:721.78ms
step:21489/40500 train_loss:1.5589 aux_loss:0.0027 train_time:15503153ms step_avg:721.78ms
step:21490/40500 train_loss:1.6197 aux_loss:0.0027 train_time:15503869ms step_avg:721.78ms
step:21491/40500 train_loss:1.5848 aux_loss:0.0029 train_time:15504583ms step_avg:721.78ms
step:21492/40500 train_loss:1.6725 aux_loss:0.0026 train_time:15505301ms step_avg:721.78ms
step:21493/40500 train_loss:1.6378 aux_loss:0.0028 train_time:15506018ms step_avg:721.78ms
step:21494/40500 train_loss:1.5829 aux_loss:0.0027 train_time:15506735ms step_avg:721.78ms
step:21495/40500 train_loss:1.5948 aux_loss:0.0027 train_time:15507455ms step_avg:721.78ms
step:21496/40500 train_loss:1.5362 aux_loss:0.0030 train_time:15508171ms step_avg:721.78ms
step:21497/40500 train_loss:1.5483 aux_loss:0.0030 train_time:15508889ms step_avg:721.78ms
step:21498/40500 train_loss:1.5750 aux_loss:0.0028 train_time:15509604ms step_avg:721.78ms
step:21499/40500 train_loss:1.5975 aux_loss:0.0028 train_time:15510321ms step_avg:721.78ms
step:21500/40500 train_loss:1.5916 aux_loss:0.0027 train_time:15511038ms step_avg:721.78ms
step:21501/40500 train_loss:1.5313 aux_loss:0.0030 train_time:15511755ms step_avg:721.78ms
step:21502/40500 train_loss:1.6088 aux_loss:0.0028 train_time:15512474ms step_avg:721.78ms
step:21503/40500 train_loss:1.5578 aux_loss:0.0028 train_time:15513191ms step_avg:721.78ms
step:21504/40500 train_loss:1.5687 aux_loss:0.0028 train_time:15513907ms step_avg:721.78ms
step:21505/40500 train_loss:1.6102 aux_loss:0.0031 train_time:15514624ms step_avg:721.78ms
step:21506/40500 train_loss:1.6016 aux_loss:0.0027 train_time:15515340ms step_avg:721.78ms
step:21507/40500 train_loss:1.6331 aux_loss:0.0027 train_time:15516056ms step_avg:721.78ms
step:21508/40500 train_loss:1.6199 aux_loss:0.0026 train_time:15516775ms step_avg:721.78ms
step:21509/40500 train_loss:1.5824 aux_loss:0.0027 train_time:15517493ms step_avg:721.78ms
step:21510/40500 train_loss:1.6110 aux_loss:0.0026 train_time:15518210ms step_avg:721.78ms
step:21511/40500 train_loss:1.6074 aux_loss:0.0028 train_time:15518926ms step_avg:721.78ms
step:21512/40500 train_loss:1.5966 aux_loss:0.0028 train_time:15519642ms step_avg:721.78ms
step:21513/40500 train_loss:1.5204 aux_loss:0.0027 train_time:15520359ms step_avg:721.78ms
step:21514/40500 train_loss:1.5934 aux_loss:0.0027 train_time:15521078ms step_avg:721.78ms
step:21515/40500 train_loss:1.6252 aux_loss:0.0026 train_time:15521795ms step_avg:721.78ms
step:21516/40500 train_loss:1.6366 aux_loss:0.0028 train_time:15522512ms step_avg:721.78ms
step:21517/40500 train_loss:1.5712 aux_loss:0.0028 train_time:15523228ms step_avg:721.78ms
step:21518/40500 train_loss:1.5995 aux_loss:0.0028 train_time:15523944ms step_avg:721.78ms
step:21519/40500 train_loss:1.6109 aux_loss:0.0027 train_time:15524661ms step_avg:721.78ms
step:21520/40500 train_loss:1.6103 aux_loss:0.0028 train_time:15525380ms step_avg:721.77ms
step:21521/40500 train_loss:1.6008 aux_loss:0.0028 train_time:15526095ms step_avg:721.77ms
step:21522/40500 train_loss:1.6125 aux_loss:0.0027 train_time:15526812ms step_avg:721.77ms
step:21523/40500 train_loss:1.6084 aux_loss:0.0026 train_time:15527527ms step_avg:721.77ms
step:21524/40500 train_loss:1.5815 aux_loss:0.0027 train_time:15528244ms step_avg:721.77ms
step:21525/40500 train_loss:1.6252 aux_loss:0.0027 train_time:15528960ms step_avg:721.77ms
step:21526/40500 train_loss:1.6427 aux_loss:0.0026 train_time:15529676ms step_avg:721.77ms
step:21527/40500 train_loss:1.5271 aux_loss:0.0026 train_time:15530395ms step_avg:721.77ms
step:21528/40500 train_loss:1.6331 aux_loss:0.0030 train_time:15531112ms step_avg:721.77ms
step:21529/40500 train_loss:1.5375 aux_loss:0.0026 train_time:15531827ms step_avg:721.77ms
step:21530/40500 train_loss:1.6643 aux_loss:0.0026 train_time:15532545ms step_avg:721.77ms
step:21531/40500 train_loss:1.5924 aux_loss:0.0027 train_time:15533261ms step_avg:721.77ms
step:21532/40500 train_loss:1.6010 aux_loss:0.0029 train_time:15533978ms step_avg:721.77ms
step:21533/40500 train_loss:1.6039 aux_loss:0.0026 train_time:15534695ms step_avg:721.77ms
step:21534/40500 train_loss:1.5974 aux_loss:0.0026 train_time:15535411ms step_avg:721.77ms
step:21535/40500 train_loss:1.6127 aux_loss:0.0026 train_time:15536128ms step_avg:721.77ms
step:21536/40500 train_loss:1.5846 aux_loss:0.0030 train_time:15536847ms step_avg:721.77ms
step:21537/40500 train_loss:1.6028 aux_loss:0.0027 train_time:15537564ms step_avg:721.77ms
step:21538/40500 train_loss:1.5497 aux_loss:0.0027 train_time:15538281ms step_avg:721.77ms
step:21539/40500 train_loss:1.5848 aux_loss:0.0026 train_time:15538997ms step_avg:721.77ms
step:21540/40500 train_loss:1.6058 aux_loss:0.0027 train_time:15539713ms step_avg:721.77ms
step:21541/40500 train_loss:1.6213 aux_loss:0.0027 train_time:15540428ms step_avg:721.77ms
step:21542/40500 train_loss:1.5621 aux_loss:0.0028 train_time:15541146ms step_avg:721.77ms
step:21543/40500 train_loss:1.6061 aux_loss:0.0028 train_time:15541863ms step_avg:721.77ms
step:21544/40500 train_loss:1.6174 aux_loss:0.0026 train_time:15542578ms step_avg:721.77ms
step:21545/40500 train_loss:1.5935 aux_loss:0.0025 train_time:15543295ms step_avg:721.77ms
step:21546/40500 train_loss:1.6012 aux_loss:0.0027 train_time:15544013ms step_avg:721.77ms
step:21547/40500 train_loss:1.6498 aux_loss:0.0028 train_time:15544729ms step_avg:721.77ms
step:21548/40500 train_loss:1.6273 aux_loss:0.0030 train_time:15545446ms step_avg:721.77ms
step:21549/40500 train_loss:1.5538 aux_loss:0.0028 train_time:15546161ms step_avg:721.77ms
step:21550/40500 train_loss:1.5958 aux_loss:0.0030 train_time:15546876ms step_avg:721.77ms
step:21551/40500 train_loss:1.5798 aux_loss:0.0026 train_time:15547592ms step_avg:721.77ms
step:21552/40500 train_loss:1.5388 aux_loss:0.0027 train_time:15548310ms step_avg:721.77ms
step:21553/40500 train_loss:1.5751 aux_loss:0.0034 train_time:15549027ms step_avg:721.77ms
step:21554/40500 train_loss:1.6173 aux_loss:0.0030 train_time:15549744ms step_avg:721.77ms
step:21555/40500 train_loss:1.6145 aux_loss:0.0027 train_time:15550461ms step_avg:721.77ms
step:21556/40500 train_loss:1.6089 aux_loss:0.0028 train_time:15551177ms step_avg:721.77ms
step:21557/40500 train_loss:1.5827 aux_loss:0.0028 train_time:15551895ms step_avg:721.77ms
step:21558/40500 train_loss:1.5956 aux_loss:0.0026 train_time:15552612ms step_avg:721.77ms
step:21559/40500 train_loss:1.6115 aux_loss:0.0026 train_time:15553328ms step_avg:721.77ms
step:21560/40500 train_loss:1.6185 aux_loss:0.0026 train_time:15554047ms step_avg:721.77ms
step:21561/40500 train_loss:1.6042 aux_loss:0.0028 train_time:15554765ms step_avg:721.77ms
step:21562/40500 train_loss:1.6429 aux_loss:0.0029 train_time:15555480ms step_avg:721.77ms
step:21563/40500 train_loss:1.5856 aux_loss:0.0029 train_time:15556198ms step_avg:721.76ms
step:21564/40500 train_loss:1.5270 aux_loss:0.0030 train_time:15556914ms step_avg:721.76ms
step:21565/40500 train_loss:1.5718 aux_loss:0.0030 train_time:15557631ms step_avg:721.76ms
step:21566/40500 train_loss:1.5987 aux_loss:0.0034 train_time:15558349ms step_avg:721.76ms
step:21567/40500 train_loss:1.6068 aux_loss:0.0033 train_time:15559067ms step_avg:721.76ms
step:21568/40500 train_loss:1.6400 aux_loss:0.0029 train_time:15559784ms step_avg:721.76ms
step:21569/40500 train_loss:1.5841 aux_loss:0.0031 train_time:15560503ms step_avg:721.76ms
step:21570/40500 train_loss:1.5556 aux_loss:0.0028 train_time:15561220ms step_avg:721.76ms
step:21571/40500 train_loss:1.5656 aux_loss:0.0028 train_time:15561936ms step_avg:721.76ms
step:21572/40500 train_loss:1.6057 aux_loss:0.0026 train_time:15562652ms step_avg:721.76ms
step:21573/40500 train_loss:1.5637 aux_loss:0.0027 train_time:15563366ms step_avg:721.76ms
step:21574/40500 train_loss:1.5103 aux_loss:0.0029 train_time:15564087ms step_avg:721.76ms
step:21575/40500 train_loss:1.5866 aux_loss:0.0027 train_time:15564805ms step_avg:721.76ms
step:21576/40500 train_loss:1.6207 aux_loss:0.0051 train_time:15565521ms step_avg:721.76ms
step:21577/40500 train_loss:1.5800 aux_loss:0.0029 train_time:15566239ms step_avg:721.76ms
step:21578/40500 train_loss:1.6290 aux_loss:0.0027 train_time:15566960ms step_avg:721.76ms
step:21579/40500 train_loss:1.5654 aux_loss:0.0027 train_time:15567676ms step_avg:721.76ms
step:21580/40500 train_loss:1.5814 aux_loss:0.0029 train_time:15568396ms step_avg:721.76ms
step:21581/40500 train_loss:1.5644 aux_loss:0.0029 train_time:15569114ms step_avg:721.76ms
step:21582/40500 train_loss:1.5716 aux_loss:0.0028 train_time:15569830ms step_avg:721.76ms
step:21583/40500 train_loss:1.6230 aux_loss:0.0027 train_time:15570548ms step_avg:721.76ms
step:21584/40500 train_loss:1.5898 aux_loss:0.0026 train_time:15571265ms step_avg:721.76ms
step:21585/40500 train_loss:1.6354 aux_loss:0.0027 train_time:15571982ms step_avg:721.76ms
step:21586/40500 train_loss:1.5922 aux_loss:0.0027 train_time:15572703ms step_avg:721.76ms
step:21587/40500 train_loss:1.6631 aux_loss:0.0028 train_time:15573421ms step_avg:721.76ms
step:21588/40500 train_loss:1.6108 aux_loss:0.0028 train_time:15574137ms step_avg:721.76ms
step:21589/40500 train_loss:1.6211 aux_loss:0.0029 train_time:15574854ms step_avg:721.76ms
step:21590/40500 train_loss:1.6170 aux_loss:0.0029 train_time:15575574ms step_avg:721.76ms
step:21591/40500 train_loss:1.5874 aux_loss:0.0029 train_time:15576288ms step_avg:721.76ms
step:21592/40500 train_loss:1.6320 aux_loss:0.0030 train_time:15577003ms step_avg:721.76ms
step:21593/40500 train_loss:1.6055 aux_loss:0.0026 train_time:15577725ms step_avg:721.76ms
step:21594/40500 train_loss:1.6845 aux_loss:0.0027 train_time:15578444ms step_avg:721.76ms
step:21595/40500 train_loss:1.6142 aux_loss:0.0026 train_time:15579161ms step_avg:721.76ms
step:21596/40500 train_loss:1.5550 aux_loss:0.0029 train_time:15579879ms step_avg:721.76ms
step:21597/40500 train_loss:1.6160 aux_loss:0.0027 train_time:15580595ms step_avg:721.76ms
step:21598/40500 train_loss:1.6266 aux_loss:0.0028 train_time:15581312ms step_avg:721.76ms
step:21599/40500 train_loss:1.5493 aux_loss:0.0029 train_time:15582028ms step_avg:721.76ms
step:21600/40500 train_loss:1.6189 aux_loss:0.0028 train_time:15582745ms step_avg:721.76ms
step:21601/40500 train_loss:1.5767 aux_loss:0.0026 train_time:15583462ms step_avg:721.76ms
step:21602/40500 train_loss:1.6535 aux_loss:0.0026 train_time:15584179ms step_avg:721.76ms
step:21603/40500 train_loss:1.5604 aux_loss:0.0026 train_time:15584897ms step_avg:721.76ms
step:21604/40500 train_loss:1.6466 aux_loss:0.0028 train_time:15585614ms step_avg:721.76ms
step:21605/40500 train_loss:1.5767 aux_loss:0.0026 train_time:15586332ms step_avg:721.76ms
step:21606/40500 train_loss:1.5965 aux_loss:0.0027 train_time:15587049ms step_avg:721.76ms
step:21607/40500 train_loss:1.6125 aux_loss:0.0030 train_time:15587763ms step_avg:721.76ms
step:21608/40500 train_loss:1.5994 aux_loss:0.0029 train_time:15588481ms step_avg:721.76ms
step:21609/40500 train_loss:1.6154 aux_loss:0.0028 train_time:15589198ms step_avg:721.76ms
step:21610/40500 train_loss:1.6186 aux_loss:0.0032 train_time:15589913ms step_avg:721.76ms
step:21611/40500 train_loss:1.6243 aux_loss:0.0029 train_time:15590629ms step_avg:721.75ms
step:21612/40500 train_loss:1.6795 aux_loss:0.0028 train_time:15591349ms step_avg:721.75ms
step:21613/40500 train_loss:1.5435 aux_loss:0.0027 train_time:15592064ms step_avg:721.75ms
step:21614/40500 train_loss:1.6372 aux_loss:0.0028 train_time:15592782ms step_avg:721.75ms
step:21615/40500 train_loss:1.6018 aux_loss:0.0044 train_time:15593499ms step_avg:721.75ms
step:21616/40500 train_loss:1.5976 aux_loss:0.0029 train_time:15594214ms step_avg:721.75ms
step:21617/40500 train_loss:1.5926 aux_loss:0.0029 train_time:15594932ms step_avg:721.75ms
step:21618/40500 train_loss:1.5947 aux_loss:0.0030 train_time:15595649ms step_avg:721.75ms
step:21619/40500 train_loss:1.5680 aux_loss:0.0029 train_time:15596366ms step_avg:721.75ms
step:21620/40500 train_loss:1.5983 aux_loss:0.0028 train_time:15597080ms step_avg:721.75ms
step:21621/40500 train_loss:1.5679 aux_loss:0.0026 train_time:15597796ms step_avg:721.75ms
step:21622/40500 train_loss:1.6197 aux_loss:0.0028 train_time:15598513ms step_avg:721.75ms
step:21623/40500 train_loss:1.5611 aux_loss:0.0026 train_time:15599230ms step_avg:721.75ms
step:21624/40500 train_loss:1.5892 aux_loss:0.0026 train_time:15599946ms step_avg:721.75ms
step:21625/40500 train_loss:1.6328 aux_loss:0.0028 train_time:15600663ms step_avg:721.75ms
step:21626/40500 train_loss:1.5878 aux_loss:0.0027 train_time:15601380ms step_avg:721.75ms
step:21627/40500 train_loss:1.5787 aux_loss:0.0029 train_time:15602097ms step_avg:721.75ms
step:21628/40500 train_loss:1.5866 aux_loss:0.0027 train_time:15602812ms step_avg:721.75ms
step:21629/40500 train_loss:1.6212 aux_loss:0.0028 train_time:15603529ms step_avg:721.75ms
step:21630/40500 train_loss:1.5674 aux_loss:0.0026 train_time:15604248ms step_avg:721.75ms
step:21631/40500 train_loss:1.5376 aux_loss:0.0028 train_time:15604963ms step_avg:721.75ms
step:21632/40500 train_loss:1.6039 aux_loss:0.0027 train_time:15605681ms step_avg:721.75ms
step:21633/40500 train_loss:1.5994 aux_loss:0.0027 train_time:15606400ms step_avg:721.75ms
step:21634/40500 train_loss:1.5464 aux_loss:0.0027 train_time:15607116ms step_avg:721.75ms
step:21635/40500 train_loss:1.5958 aux_loss:0.0028 train_time:15607833ms step_avg:721.75ms
step:21636/40500 train_loss:1.5346 aux_loss:0.0027 train_time:15608551ms step_avg:721.75ms
step:21637/40500 train_loss:1.6086 aux_loss:0.0027 train_time:15609266ms step_avg:721.75ms
step:21638/40500 train_loss:1.6918 aux_loss:0.0027 train_time:15609981ms step_avg:721.75ms
step:21639/40500 train_loss:1.6198 aux_loss:0.0027 train_time:15610697ms step_avg:721.75ms
step:21640/40500 train_loss:1.5667 aux_loss:0.0027 train_time:15611414ms step_avg:721.75ms
step:21641/40500 train_loss:1.5924 aux_loss:0.0026 train_time:15612128ms step_avg:721.75ms
step:21642/40500 train_loss:1.5962 aux_loss:0.0026 train_time:15612846ms step_avg:721.75ms
step:21643/40500 train_loss:1.5721 aux_loss:0.0030 train_time:15613563ms step_avg:721.75ms
step:21644/40500 train_loss:1.5816 aux_loss:0.0027 train_time:15614284ms step_avg:721.75ms
step:21645/40500 train_loss:1.5837 aux_loss:0.0028 train_time:15615001ms step_avg:721.75ms
step:21646/40500 train_loss:1.5116 aux_loss:0.0027 train_time:15615718ms step_avg:721.75ms
step:21647/40500 train_loss:1.5817 aux_loss:0.0028 train_time:15616435ms step_avg:721.75ms
step:21648/40500 train_loss:1.5827 aux_loss:0.0028 train_time:15617151ms step_avg:721.75ms
step:21649/40500 train_loss:1.5622 aux_loss:0.0028 train_time:15617868ms step_avg:721.75ms
step:21650/40500 train_loss:1.6143 aux_loss:0.0029 train_time:15618587ms step_avg:721.75ms
step:21651/40500 train_loss:1.6225 aux_loss:0.0028 train_time:15619302ms step_avg:721.75ms
step:21652/40500 train_loss:1.5922 aux_loss:0.0025 train_time:15620020ms step_avg:721.75ms
step:21653/40500 train_loss:1.5947 aux_loss:0.0026 train_time:15620737ms step_avg:721.75ms
step:21654/40500 train_loss:1.6211 aux_loss:0.0027 train_time:15621456ms step_avg:721.75ms
step:21655/40500 train_loss:1.5706 aux_loss:0.0027 train_time:15622172ms step_avg:721.75ms
step:21656/40500 train_loss:1.5764 aux_loss:0.0029 train_time:15622892ms step_avg:721.74ms
step:21657/40500 train_loss:1.5469 aux_loss:0.0025 train_time:15623610ms step_avg:721.74ms
step:21658/40500 train_loss:1.5709 aux_loss:0.0025 train_time:15624326ms step_avg:721.74ms
step:21659/40500 train_loss:1.6449 aux_loss:0.0033 train_time:15625044ms step_avg:721.74ms
step:21660/40500 train_loss:1.5925 aux_loss:0.0027 train_time:15625760ms step_avg:721.74ms
step:21661/40500 train_loss:1.5808 aux_loss:0.0027 train_time:15626474ms step_avg:721.74ms
step:21662/40500 train_loss:1.5810 aux_loss:0.0031 train_time:15627193ms step_avg:721.74ms
step:21663/40500 train_loss:1.6272 aux_loss:0.0029 train_time:15627911ms step_avg:721.74ms
step:21664/40500 train_loss:1.5621 aux_loss:0.0026 train_time:15628628ms step_avg:721.74ms
step:21665/40500 train_loss:1.6162 aux_loss:0.0028 train_time:15629345ms step_avg:721.74ms
step:21666/40500 train_loss:1.5663 aux_loss:0.0026 train_time:15630064ms step_avg:721.74ms
step:21667/40500 train_loss:1.5877 aux_loss:0.0029 train_time:15630781ms step_avg:721.74ms
step:21668/40500 train_loss:1.5659 aux_loss:0.0026 train_time:15631498ms step_avg:721.74ms
step:21669/40500 train_loss:1.5835 aux_loss:0.0026 train_time:15632214ms step_avg:721.74ms
step:21670/40500 train_loss:1.5542 aux_loss:0.0043 train_time:15632932ms step_avg:721.74ms
step:21671/40500 train_loss:1.6292 aux_loss:0.0028 train_time:15633649ms step_avg:721.74ms
step:21672/40500 train_loss:1.5895 aux_loss:0.0029 train_time:15634367ms step_avg:721.74ms
step:21673/40500 train_loss:1.6056 aux_loss:0.0027 train_time:15635084ms step_avg:721.74ms
step:21674/40500 train_loss:1.6505 aux_loss:0.0028 train_time:15635803ms step_avg:721.74ms
step:21675/40500 train_loss:1.5582 aux_loss:0.0027 train_time:15636520ms step_avg:721.74ms
step:21676/40500 train_loss:1.5758 aux_loss:0.0026 train_time:15637236ms step_avg:721.74ms
step:21677/40500 train_loss:1.5799 aux_loss:0.0028 train_time:15637953ms step_avg:721.74ms
step:21678/40500 train_loss:1.6043 aux_loss:0.0029 train_time:15638672ms step_avg:721.74ms
step:21679/40500 train_loss:1.5710 aux_loss:0.0029 train_time:15639388ms step_avg:721.74ms
step:21680/40500 train_loss:1.6667 aux_loss:0.0029 train_time:15640108ms step_avg:721.74ms
step:21681/40500 train_loss:1.5884 aux_loss:0.0029 train_time:15640827ms step_avg:721.74ms
step:21682/40500 train_loss:1.5693 aux_loss:0.0026 train_time:15641543ms step_avg:721.74ms
step:21683/40500 train_loss:1.5818 aux_loss:0.0027 train_time:15642260ms step_avg:721.74ms
step:21684/40500 train_loss:1.5838 aux_loss:0.0028 train_time:15642978ms step_avg:721.74ms
step:21685/40500 train_loss:1.5455 aux_loss:0.0027 train_time:15643690ms step_avg:721.74ms
step:21686/40500 train_loss:1.5832 aux_loss:0.0026 train_time:15644405ms step_avg:721.74ms
step:21687/40500 train_loss:1.6312 aux_loss:0.0028 train_time:15645123ms step_avg:721.74ms
step:21688/40500 train_loss:1.5794 aux_loss:0.0029 train_time:15645841ms step_avg:721.74ms
step:21689/40500 train_loss:1.5844 aux_loss:0.0028 train_time:15646558ms step_avg:721.74ms
step:21690/40500 train_loss:1.5915 aux_loss:0.0031 train_time:15647276ms step_avg:721.74ms
step:21691/40500 train_loss:1.6092 aux_loss:0.0027 train_time:15647994ms step_avg:721.74ms
step:21692/40500 train_loss:1.5650 aux_loss:0.0026 train_time:15648715ms step_avg:721.74ms
step:21693/40500 train_loss:1.6221 aux_loss:0.0029 train_time:15649432ms step_avg:721.74ms
step:21694/40500 train_loss:1.5894 aux_loss:0.0031 train_time:15650151ms step_avg:721.74ms
step:21695/40500 train_loss:1.5726 aux_loss:0.0026 train_time:15650868ms step_avg:721.74ms
step:21696/40500 train_loss:1.5965 aux_loss:0.0026 train_time:15651584ms step_avg:721.74ms
step:21697/40500 train_loss:1.5829 aux_loss:0.0027 train_time:15652301ms step_avg:721.74ms
step:21698/40500 train_loss:1.6182 aux_loss:0.0027 train_time:15653018ms step_avg:721.74ms
step:21699/40500 train_loss:1.6413 aux_loss:0.0029 train_time:15653735ms step_avg:721.74ms
step:21700/40500 train_loss:1.6194 aux_loss:0.0026 train_time:15654453ms step_avg:721.74ms
step:21701/40500 train_loss:1.6707 aux_loss:0.0026 train_time:15655169ms step_avg:721.74ms
step:21702/40500 train_loss:1.5919 aux_loss:0.0026 train_time:15655885ms step_avg:721.74ms
step:21703/40500 train_loss:1.6389 aux_loss:0.0027 train_time:15656602ms step_avg:721.74ms
step:21704/40500 train_loss:1.5882 aux_loss:0.0026 train_time:15657322ms step_avg:721.74ms
step:21705/40500 train_loss:1.6269 aux_loss:0.0030 train_time:15658039ms step_avg:721.73ms
step:21706/40500 train_loss:1.6538 aux_loss:0.0029 train_time:15658756ms step_avg:721.73ms
step:21707/40500 train_loss:1.5892 aux_loss:0.0027 train_time:15659473ms step_avg:721.73ms
step:21708/40500 train_loss:1.6169 aux_loss:0.0027 train_time:15660191ms step_avg:721.73ms
step:21709/40500 train_loss:1.6069 aux_loss:0.0028 train_time:15660906ms step_avg:721.73ms
step:21710/40500 train_loss:1.5629 aux_loss:0.0027 train_time:15661626ms step_avg:721.73ms
step:21711/40500 train_loss:1.5987 aux_loss:0.0029 train_time:15662343ms step_avg:721.73ms
step:21712/40500 train_loss:1.5930 aux_loss:0.0029 train_time:15663061ms step_avg:721.73ms
step:21713/40500 train_loss:1.5860 aux_loss:0.0029 train_time:15663778ms step_avg:721.73ms
step:21714/40500 train_loss:1.5797 aux_loss:0.0025 train_time:15664496ms step_avg:721.73ms
step:21715/40500 train_loss:1.5373 aux_loss:0.0029 train_time:15665213ms step_avg:721.73ms
step:21716/40500 train_loss:1.6022 aux_loss:0.0027 train_time:15665932ms step_avg:721.73ms
step:21717/40500 train_loss:1.5716 aux_loss:0.0025 train_time:15666649ms step_avg:721.73ms
step:21718/40500 train_loss:1.6195 aux_loss:0.0024 train_time:15667367ms step_avg:721.73ms
step:21719/40500 train_loss:1.5868 aux_loss:0.0025 train_time:15668085ms step_avg:721.73ms
step:21720/40500 train_loss:1.5817 aux_loss:0.0026 train_time:15668804ms step_avg:721.73ms
step:21721/40500 train_loss:1.5518 aux_loss:0.0027 train_time:15669519ms step_avg:721.73ms
step:21722/40500 train_loss:1.6170 aux_loss:0.0028 train_time:15670237ms step_avg:721.73ms
step:21723/40500 train_loss:1.6114 aux_loss:0.0029 train_time:15670955ms step_avg:721.73ms
step:21724/40500 train_loss:1.5555 aux_loss:0.0030 train_time:15671674ms step_avg:721.73ms
step:21725/40500 train_loss:1.6488 aux_loss:0.0029 train_time:15672391ms step_avg:721.73ms
step:21726/40500 train_loss:1.5543 aux_loss:0.0027 train_time:15673112ms step_avg:721.73ms
step:21727/40500 train_loss:1.5986 aux_loss:0.0026 train_time:15673829ms step_avg:721.73ms
step:21728/40500 train_loss:1.6203 aux_loss:0.0027 train_time:15674545ms step_avg:721.73ms
step:21729/40500 train_loss:1.5964 aux_loss:0.0031 train_time:15675265ms step_avg:721.73ms
step:21730/40500 train_loss:1.5717 aux_loss:0.0027 train_time:15675983ms step_avg:721.73ms
step:21731/40500 train_loss:1.5606 aux_loss:0.0028 train_time:15676699ms step_avg:721.73ms
step:21732/40500 train_loss:1.5673 aux_loss:0.0028 train_time:15677415ms step_avg:721.73ms
step:21733/40500 train_loss:1.5740 aux_loss:0.0027 train_time:15678135ms step_avg:721.73ms
step:21734/40500 train_loss:1.6634 aux_loss:0.0028 train_time:15678851ms step_avg:721.73ms
step:21735/40500 train_loss:1.5932 aux_loss:0.0028 train_time:15679568ms step_avg:721.73ms
step:21736/40500 train_loss:1.6179 aux_loss:0.0028 train_time:15680285ms step_avg:721.73ms
step:21737/40500 train_loss:1.6439 aux_loss:0.0029 train_time:15681003ms step_avg:721.73ms
step:21738/40500 train_loss:1.6140 aux_loss:0.0029 train_time:15681721ms step_avg:721.73ms
step:21739/40500 train_loss:1.6243 aux_loss:0.0030 train_time:15682438ms step_avg:721.73ms
step:21740/40500 train_loss:1.5494 aux_loss:0.0030 train_time:15683155ms step_avg:721.73ms
step:21741/40500 train_loss:1.6129 aux_loss:0.0027 train_time:15683873ms step_avg:721.73ms
step:21742/40500 train_loss:1.5610 aux_loss:0.0027 train_time:15684590ms step_avg:721.73ms
step:21743/40500 train_loss:1.5589 aux_loss:0.0028 train_time:15685309ms step_avg:721.73ms
step:21744/40500 train_loss:1.5293 aux_loss:0.0028 train_time:15686028ms step_avg:721.73ms
step:21745/40500 train_loss:1.5690 aux_loss:0.0028 train_time:15686746ms step_avg:721.73ms
step:21746/40500 train_loss:1.6272 aux_loss:0.0028 train_time:15687463ms step_avg:721.73ms
step:21747/40500 train_loss:1.5965 aux_loss:0.0028 train_time:15688184ms step_avg:721.73ms
step:21748/40500 train_loss:1.5882 aux_loss:0.0028 train_time:15688900ms step_avg:721.73ms
step:21749/40500 train_loss:1.6011 aux_loss:0.0027 train_time:15689618ms step_avg:721.73ms
step:21750/40500 train_loss:1.5767 aux_loss:0.0026 train_time:15690336ms step_avg:721.73ms
step:21751/40500 train_loss:1.5961 aux_loss:0.0026 train_time:15691054ms step_avg:721.73ms
step:21752/40500 train_loss:1.6166 aux_loss:0.0026 train_time:15691771ms step_avg:721.73ms
step:21753/40500 train_loss:1.6147 aux_loss:0.0025 train_time:15692490ms step_avg:721.73ms
step:21754/40500 train_loss:1.6029 aux_loss:0.0026 train_time:15693206ms step_avg:721.73ms
step:21755/40500 train_loss:1.5376 aux_loss:0.0027 train_time:15693926ms step_avg:721.73ms
step:21756/40500 train_loss:1.6231 aux_loss:0.0028 train_time:15694644ms step_avg:721.73ms
step:21757/40500 train_loss:1.6196 aux_loss:0.0025 train_time:15695359ms step_avg:721.73ms
step:21758/40500 train_loss:1.6244 aux_loss:0.0028 train_time:15696079ms step_avg:721.73ms
step:21759/40500 train_loss:1.5549 aux_loss:0.0026 train_time:15696796ms step_avg:721.72ms
step:21760/40500 train_loss:1.5967 aux_loss:0.0030 train_time:15697512ms step_avg:721.72ms
step:21761/40500 train_loss:1.6580 aux_loss:0.0027 train_time:15698230ms step_avg:721.72ms
step:21762/40500 train_loss:1.6306 aux_loss:0.0027 train_time:15698948ms step_avg:721.72ms
step:21763/40500 train_loss:1.5995 aux_loss:0.0028 train_time:15699666ms step_avg:721.72ms
step:21764/40500 train_loss:1.6312 aux_loss:0.0027 train_time:15700383ms step_avg:721.72ms
step:21765/40500 train_loss:1.6320 aux_loss:0.0032 train_time:15701100ms step_avg:721.72ms
step:21766/40500 train_loss:1.6310 aux_loss:0.0028 train_time:15701817ms step_avg:721.72ms
step:21767/40500 train_loss:1.5957 aux_loss:0.0027 train_time:15702533ms step_avg:721.72ms
step:21768/40500 train_loss:1.5695 aux_loss:0.0028 train_time:15703250ms step_avg:721.72ms
step:21769/40500 train_loss:1.6314 aux_loss:0.0027 train_time:15703967ms step_avg:721.72ms
step:21770/40500 train_loss:1.5524 aux_loss:0.0028 train_time:15704685ms step_avg:721.72ms
step:21771/40500 train_loss:1.5651 aux_loss:0.0027 train_time:15705403ms step_avg:721.72ms
step:21772/40500 train_loss:1.6052 aux_loss:0.0031 train_time:15706119ms step_avg:721.72ms
step:21773/40500 train_loss:1.6234 aux_loss:0.0027 train_time:15706836ms step_avg:721.72ms
step:21774/40500 train_loss:1.5662 aux_loss:0.0027 train_time:15707556ms step_avg:721.72ms
step:21775/40500 train_loss:1.6212 aux_loss:0.0028 train_time:15708273ms step_avg:721.72ms
step:21776/40500 train_loss:1.5933 aux_loss:0.0027 train_time:15708989ms step_avg:721.72ms
step:21777/40500 train_loss:1.5891 aux_loss:0.0027 train_time:15709706ms step_avg:721.72ms
step:21778/40500 train_loss:1.5782 aux_loss:0.0028 train_time:15710424ms step_avg:721.72ms
step:21779/40500 train_loss:1.5818 aux_loss:0.0027 train_time:15711141ms step_avg:721.72ms
step:21780/40500 train_loss:1.6300 aux_loss:0.0027 train_time:15711858ms step_avg:721.72ms
step:21781/40500 train_loss:1.5353 aux_loss:0.0043 train_time:15712574ms step_avg:721.72ms
step:21782/40500 train_loss:1.6147 aux_loss:0.0030 train_time:15713291ms step_avg:721.72ms
step:21783/40500 train_loss:1.5746 aux_loss:0.0027 train_time:15714008ms step_avg:721.72ms
step:21784/40500 train_loss:1.5187 aux_loss:0.0026 train_time:15714724ms step_avg:721.72ms
step:21785/40500 train_loss:1.5520 aux_loss:0.0027 train_time:15715444ms step_avg:721.72ms
step:21786/40500 train_loss:1.5839 aux_loss:0.0028 train_time:15716162ms step_avg:721.72ms
step:21787/40500 train_loss:1.5727 aux_loss:0.0028 train_time:15716881ms step_avg:721.72ms
step:21788/40500 train_loss:1.6261 aux_loss:0.0031 train_time:15717598ms step_avg:721.72ms
step:21789/40500 train_loss:1.6057 aux_loss:0.0028 train_time:15718312ms step_avg:721.72ms
step:21790/40500 train_loss:1.6677 aux_loss:0.0029 train_time:15719032ms step_avg:721.72ms
step:21791/40500 train_loss:1.6210 aux_loss:0.0028 train_time:15719748ms step_avg:721.72ms
step:21792/40500 train_loss:1.6196 aux_loss:0.0028 train_time:15720464ms step_avg:721.72ms
step:21793/40500 train_loss:1.6101 aux_loss:0.0028 train_time:15721183ms step_avg:721.72ms
step:21794/40500 train_loss:1.6251 aux_loss:0.0028 train_time:15721902ms step_avg:721.72ms
step:21795/40500 train_loss:1.6101 aux_loss:0.0028 train_time:15722618ms step_avg:721.72ms
step:21796/40500 train_loss:1.6361 aux_loss:0.0025 train_time:15723334ms step_avg:721.72ms
step:21797/40500 train_loss:1.6369 aux_loss:0.0026 train_time:15724051ms step_avg:721.72ms
step:21798/40500 train_loss:1.6418 aux_loss:0.0025 train_time:15724769ms step_avg:721.72ms
step:21799/40500 train_loss:1.6004 aux_loss:0.0025 train_time:15725487ms step_avg:721.72ms
step:21800/40500 train_loss:1.5851 aux_loss:0.0025 train_time:15726204ms step_avg:721.72ms
step:21801/40500 train_loss:1.5584 aux_loss:0.0025 train_time:15726921ms step_avg:721.72ms
step:21802/40500 train_loss:1.6389 aux_loss:0.0027 train_time:15727639ms step_avg:721.72ms
step:21803/40500 train_loss:1.5951 aux_loss:0.0025 train_time:15728359ms step_avg:721.72ms
step:21804/40500 train_loss:1.5965 aux_loss:0.0026 train_time:15729077ms step_avg:721.72ms
step:21805/40500 train_loss:1.5157 aux_loss:0.0027 train_time:15729796ms step_avg:721.72ms
step:21806/40500 train_loss:1.5379 aux_loss:0.0029 train_time:15730514ms step_avg:721.72ms
step:21807/40500 train_loss:1.5990 aux_loss:0.0027 train_time:15731230ms step_avg:721.72ms
step:21808/40500 train_loss:1.5058 aux_loss:0.0027 train_time:15731946ms step_avg:721.72ms
step:21809/40500 train_loss:1.6073 aux_loss:0.0028 train_time:15732664ms step_avg:721.71ms
step:21810/40500 train_loss:1.5318 aux_loss:0.0026 train_time:15733381ms step_avg:721.71ms
step:21811/40500 train_loss:1.5750 aux_loss:0.0027 train_time:15734098ms step_avg:721.71ms
step:21812/40500 train_loss:1.6437 aux_loss:0.0028 train_time:15734816ms step_avg:721.71ms
step:21813/40500 train_loss:1.6103 aux_loss:0.0026 train_time:15735534ms step_avg:721.71ms
step:21814/40500 train_loss:1.5790 aux_loss:0.0029 train_time:15736250ms step_avg:721.71ms
step:21815/40500 train_loss:1.6023 aux_loss:0.0027 train_time:15736968ms step_avg:721.71ms
step:21816/40500 train_loss:1.5567 aux_loss:0.0025 train_time:15737685ms step_avg:721.71ms
step:21817/40500 train_loss:1.5382 aux_loss:0.0026 train_time:15738402ms step_avg:721.71ms
step:21818/40500 train_loss:1.5538 aux_loss:0.0026 train_time:15739119ms step_avg:721.71ms
step:21819/40500 train_loss:1.5483 aux_loss:0.0026 train_time:15739837ms step_avg:721.71ms
step:21820/40500 train_loss:1.5950 aux_loss:0.0026 train_time:15740554ms step_avg:721.71ms
step:21821/40500 train_loss:1.5984 aux_loss:0.0028 train_time:15741272ms step_avg:721.71ms
step:21822/40500 train_loss:1.6185 aux_loss:0.0027 train_time:15741989ms step_avg:721.71ms
step:21823/40500 train_loss:1.6114 aux_loss:0.0030 train_time:15742708ms step_avg:721.71ms
step:21824/40500 train_loss:1.6127 aux_loss:0.0026 train_time:15743426ms step_avg:721.71ms
step:21825/40500 train_loss:1.5934 aux_loss:0.0026 train_time:15744143ms step_avg:721.71ms
step:21826/40500 train_loss:1.6503 aux_loss:0.0026 train_time:15744861ms step_avg:721.71ms
step:21827/40500 train_loss:1.5872 aux_loss:0.0029 train_time:15745578ms step_avg:721.71ms
step:21828/40500 train_loss:1.6501 aux_loss:0.0026 train_time:15746292ms step_avg:721.71ms
step:21829/40500 train_loss:1.5949 aux_loss:0.0026 train_time:15747010ms step_avg:721.71ms
step:21830/40500 train_loss:1.6432 aux_loss:0.0028 train_time:15747728ms step_avg:721.71ms
step:21831/40500 train_loss:1.5985 aux_loss:0.0027 train_time:15748448ms step_avg:721.71ms
step:21832/40500 train_loss:1.6273 aux_loss:0.0029 train_time:15749167ms step_avg:721.71ms
step:21833/40500 train_loss:1.5862 aux_loss:0.0027 train_time:15749883ms step_avg:721.71ms
step:21834/40500 train_loss:1.5815 aux_loss:0.0029 train_time:15750601ms step_avg:721.71ms
step:21835/40500 train_loss:1.5770 aux_loss:0.0031 train_time:15751317ms step_avg:721.71ms
step:21836/40500 train_loss:1.6216 aux_loss:0.0029 train_time:15752034ms step_avg:721.71ms
step:21837/40500 train_loss:1.6191 aux_loss:0.0028 train_time:15752751ms step_avg:721.71ms
step:21838/40500 train_loss:1.5760 aux_loss:0.0025 train_time:15753469ms step_avg:721.71ms
step:21839/40500 train_loss:1.5893 aux_loss:0.0027 train_time:15754186ms step_avg:721.71ms
step:21840/40500 train_loss:1.5673 aux_loss:0.0026 train_time:15754904ms step_avg:721.71ms
step:21841/40500 train_loss:1.6099 aux_loss:0.0030 train_time:15755621ms step_avg:721.71ms
step:21842/40500 train_loss:1.5429 aux_loss:0.0028 train_time:15756339ms step_avg:721.71ms
step:21843/40500 train_loss:1.6197 aux_loss:0.0027 train_time:15757055ms step_avg:721.71ms
step:21844/40500 train_loss:1.5546 aux_loss:0.0032 train_time:15757775ms step_avg:721.71ms
step:21845/40500 train_loss:1.6172 aux_loss:0.0029 train_time:15758493ms step_avg:721.71ms
step:21846/40500 train_loss:1.5404 aux_loss:0.0028 train_time:15759210ms step_avg:721.71ms
step:21847/40500 train_loss:1.6692 aux_loss:0.0027 train_time:15759926ms step_avg:721.71ms
step:21848/40500 train_loss:1.5937 aux_loss:0.0029 train_time:15760645ms step_avg:721.71ms
step:21849/40500 train_loss:1.6216 aux_loss:0.0028 train_time:15761362ms step_avg:721.71ms
step:21850/40500 train_loss:1.6069 aux_loss:0.0028 train_time:15762080ms step_avg:721.71ms
step:21851/40500 train_loss:1.5789 aux_loss:0.0027 train_time:15762798ms step_avg:721.71ms
step:21852/40500 train_loss:1.6222 aux_loss:0.0028 train_time:15763514ms step_avg:721.71ms
step:21853/40500 train_loss:1.5729 aux_loss:0.0027 train_time:15764231ms step_avg:721.71ms
step:21854/40500 train_loss:1.5540 aux_loss:0.0028 train_time:15764949ms step_avg:721.71ms
step:21855/40500 train_loss:1.6342 aux_loss:0.0027 train_time:15765666ms step_avg:721.71ms
step:21856/40500 train_loss:1.5425 aux_loss:0.0024 train_time:15766384ms step_avg:721.71ms
step:21857/40500 train_loss:1.5611 aux_loss:0.0027 train_time:15767100ms step_avg:721.71ms
step:21858/40500 train_loss:1.6161 aux_loss:0.0025 train_time:15767816ms step_avg:721.71ms
step:21859/40500 train_loss:1.5773 aux_loss:0.0027 train_time:15768534ms step_avg:721.71ms
step:21860/40500 train_loss:1.5825 aux_loss:0.0026 train_time:15769251ms step_avg:721.70ms
step:21861/40500 train_loss:1.5668 aux_loss:0.0025 train_time:15769968ms step_avg:721.70ms
step:21862/40500 train_loss:1.6213 aux_loss:0.0027 train_time:15770687ms step_avg:721.70ms
step:21863/40500 train_loss:1.6519 aux_loss:0.0026 train_time:15771404ms step_avg:721.70ms
step:21864/40500 train_loss:1.6178 aux_loss:0.0027 train_time:15772121ms step_avg:721.70ms
step:21865/40500 train_loss:1.5683 aux_loss:0.0027 train_time:15772838ms step_avg:721.70ms
step:21866/40500 train_loss:1.6210 aux_loss:0.0030 train_time:15773557ms step_avg:721.70ms
step:21867/40500 train_loss:1.6544 aux_loss:0.0029 train_time:15774271ms step_avg:721.70ms
step:21868/40500 train_loss:1.6031 aux_loss:0.0028 train_time:15774990ms step_avg:721.70ms
step:21869/40500 train_loss:1.6091 aux_loss:0.0034 train_time:15775708ms step_avg:721.70ms
step:21870/40500 train_loss:1.5825 aux_loss:0.0026 train_time:15776426ms step_avg:721.70ms
step:21871/40500 train_loss:1.5762 aux_loss:0.0028 train_time:15777142ms step_avg:721.70ms
step:21872/40500 train_loss:1.6058 aux_loss:0.0028 train_time:15777862ms step_avg:721.70ms
step:21873/40500 train_loss:1.5643 aux_loss:0.0027 train_time:15778578ms step_avg:721.70ms
step:21874/40500 train_loss:1.6234 aux_loss:0.0025 train_time:15779295ms step_avg:721.70ms
step:21875/40500 train_loss:1.6176 aux_loss:0.0026 train_time:15780014ms step_avg:721.70ms
step:21876/40500 train_loss:1.5360 aux_loss:0.0026 train_time:15780729ms step_avg:721.70ms
step:21877/40500 train_loss:1.6003 aux_loss:0.0026 train_time:15781445ms step_avg:721.70ms
step:21878/40500 train_loss:1.6166 aux_loss:0.0028 train_time:15782162ms step_avg:721.70ms
step:21879/40500 train_loss:1.6125 aux_loss:0.0028 train_time:15782880ms step_avg:721.70ms
step:21880/40500 train_loss:1.5934 aux_loss:0.0028 train_time:15783597ms step_avg:721.70ms
step:21881/40500 train_loss:1.5768 aux_loss:0.0028 train_time:15784315ms step_avg:721.70ms
step:21882/40500 train_loss:1.6468 aux_loss:0.0026 train_time:15785034ms step_avg:721.70ms
step:21883/40500 train_loss:1.6111 aux_loss:0.0026 train_time:15785750ms step_avg:721.70ms
step:21884/40500 train_loss:1.5805 aux_loss:0.0028 train_time:15786467ms step_avg:721.70ms
step:21885/40500 train_loss:1.6368 aux_loss:0.0029 train_time:15787184ms step_avg:721.70ms
step:21886/40500 train_loss:1.6299 aux_loss:0.0029 train_time:15787900ms step_avg:721.70ms
step:21887/40500 train_loss:1.5753 aux_loss:0.0030 train_time:15788616ms step_avg:721.70ms
step:21888/40500 train_loss:1.6174 aux_loss:0.0028 train_time:15789334ms step_avg:721.70ms
step:21889/40500 train_loss:1.5969 aux_loss:0.0028 train_time:15790050ms step_avg:721.70ms
step:21890/40500 train_loss:1.5675 aux_loss:0.0027 train_time:15790767ms step_avg:721.70ms
step:21891/40500 train_loss:1.6072 aux_loss:0.0028 train_time:15791484ms step_avg:721.70ms
step:21892/40500 train_loss:1.6270 aux_loss:0.0030 train_time:15792201ms step_avg:721.70ms
step:21893/40500 train_loss:1.5741 aux_loss:0.0027 train_time:15792918ms step_avg:721.70ms
step:21894/40500 train_loss:1.5759 aux_loss:0.0024 train_time:15793635ms step_avg:721.70ms
step:21895/40500 train_loss:1.5639 aux_loss:0.0028 train_time:15794352ms step_avg:721.70ms
step:21896/40500 train_loss:1.5443 aux_loss:0.0028 train_time:15795070ms step_avg:721.70ms
step:21897/40500 train_loss:1.5973 aux_loss:0.0027 train_time:15795786ms step_avg:721.70ms
step:21898/40500 train_loss:1.6043 aux_loss:0.0028 train_time:15796503ms step_avg:721.70ms
step:21899/40500 train_loss:1.5928 aux_loss:0.0028 train_time:15797223ms step_avg:721.70ms
step:21900/40500 train_loss:1.5228 aux_loss:0.0028 train_time:15797940ms step_avg:721.70ms
step:21901/40500 train_loss:1.6072 aux_loss:0.0027 train_time:15798657ms step_avg:721.70ms
step:21902/40500 train_loss:1.6455 aux_loss:0.0030 train_time:15799377ms step_avg:721.70ms
step:21903/40500 train_loss:1.6135 aux_loss:0.0028 train_time:15800093ms step_avg:721.70ms
step:21904/40500 train_loss:1.5774 aux_loss:0.0026 train_time:15800810ms step_avg:721.70ms
step:21905/40500 train_loss:1.5600 aux_loss:0.0026 train_time:15801526ms step_avg:721.70ms
step:21906/40500 train_loss:1.6025 aux_loss:0.0027 train_time:15802243ms step_avg:721.70ms
step:21907/40500 train_loss:1.6041 aux_loss:0.0027 train_time:15802959ms step_avg:721.70ms
step:21908/40500 train_loss:1.6311 aux_loss:0.0026 train_time:15803677ms step_avg:721.70ms
step:21909/40500 train_loss:1.6128 aux_loss:0.0026 train_time:15804394ms step_avg:721.69ms
step:21910/40500 train_loss:1.5523 aux_loss:0.0025 train_time:15805110ms step_avg:721.69ms
step:21911/40500 train_loss:1.5669 aux_loss:0.0027 train_time:15805826ms step_avg:721.69ms
step:21912/40500 train_loss:1.5912 aux_loss:0.0026 train_time:15806543ms step_avg:721.69ms
step:21913/40500 train_loss:1.6546 aux_loss:0.0026 train_time:15807261ms step_avg:721.69ms
step:21914/40500 train_loss:1.5912 aux_loss:0.0028 train_time:15807977ms step_avg:721.69ms
step:21915/40500 train_loss:1.5492 aux_loss:0.0029 train_time:15808695ms step_avg:721.69ms
step:21916/40500 train_loss:1.5892 aux_loss:0.0028 train_time:15809411ms step_avg:721.69ms
step:21917/40500 train_loss:1.5716 aux_loss:0.0028 train_time:15810127ms step_avg:721.69ms
step:21918/40500 train_loss:1.5813 aux_loss:0.0029 train_time:15810846ms step_avg:721.69ms
step:21919/40500 train_loss:1.5707 aux_loss:0.0028 train_time:15811562ms step_avg:721.69ms
step:21920/40500 train_loss:1.5622 aux_loss:0.0029 train_time:15812277ms step_avg:721.69ms
step:21921/40500 train_loss:1.6491 aux_loss:0.0028 train_time:15812996ms step_avg:721.69ms
step:21922/40500 train_loss:1.5918 aux_loss:0.0027 train_time:15813714ms step_avg:721.69ms
step:21923/40500 train_loss:1.5634 aux_loss:0.0028 train_time:15814431ms step_avg:721.69ms
step:21924/40500 train_loss:1.5992 aux_loss:0.0027 train_time:15815147ms step_avg:721.69ms
step:21925/40500 train_loss:1.5502 aux_loss:0.0027 train_time:15815865ms step_avg:721.69ms
step:21926/40500 train_loss:1.5641 aux_loss:0.0026 train_time:15816583ms step_avg:721.69ms
step:21927/40500 train_loss:1.5533 aux_loss:0.0026 train_time:15817298ms step_avg:721.69ms
step:21928/40500 train_loss:1.5868 aux_loss:0.0029 train_time:15818013ms step_avg:721.69ms
step:21929/40500 train_loss:1.6481 aux_loss:0.0027 train_time:15818731ms step_avg:721.69ms
step:21930/40500 train_loss:1.5662 aux_loss:0.0027 train_time:15819449ms step_avg:721.69ms
step:21931/40500 train_loss:1.5388 aux_loss:0.0026 train_time:15820169ms step_avg:721.69ms
step:21932/40500 train_loss:1.6169 aux_loss:0.0027 train_time:15820886ms step_avg:721.69ms
step:21933/40500 train_loss:1.5185 aux_loss:0.0027 train_time:15821603ms step_avg:721.69ms
step:21934/40500 train_loss:1.6180 aux_loss:0.0031 train_time:15822321ms step_avg:721.69ms
step:21935/40500 train_loss:1.6435 aux_loss:0.0028 train_time:15823038ms step_avg:721.69ms
step:21936/40500 train_loss:1.6061 aux_loss:0.0027 train_time:15823753ms step_avg:721.69ms
step:21937/40500 train_loss:1.6076 aux_loss:0.0027 train_time:15824470ms step_avg:721.69ms
step:21938/40500 train_loss:1.6068 aux_loss:0.0027 train_time:15825187ms step_avg:721.69ms
step:21939/40500 train_loss:1.5694 aux_loss:0.0029 train_time:15825904ms step_avg:721.69ms
step:21940/40500 train_loss:1.5704 aux_loss:0.0027 train_time:15826619ms step_avg:721.69ms
step:21941/40500 train_loss:1.5632 aux_loss:0.0028 train_time:15827335ms step_avg:721.69ms
step:21942/40500 train_loss:1.5217 aux_loss:0.0026 train_time:15828053ms step_avg:721.69ms
step:21943/40500 train_loss:1.5911 aux_loss:0.0028 train_time:15828771ms step_avg:721.69ms
step:21944/40500 train_loss:1.6180 aux_loss:0.0028 train_time:15829487ms step_avg:721.69ms
step:21945/40500 train_loss:1.5745 aux_loss:0.0033 train_time:15830206ms step_avg:721.69ms
step:21946/40500 train_loss:1.5674 aux_loss:0.0029 train_time:15830924ms step_avg:721.69ms
step:21947/40500 train_loss:1.6328 aux_loss:0.0028 train_time:15831641ms step_avg:721.69ms
step:21948/40500 train_loss:1.5384 aux_loss:0.0027 train_time:15832358ms step_avg:721.69ms
step:21949/40500 train_loss:1.6098 aux_loss:0.0028 train_time:15833077ms step_avg:721.69ms
step:21950/40500 train_loss:1.5820 aux_loss:0.0029 train_time:15833793ms step_avg:721.69ms
step:21951/40500 train_loss:1.6082 aux_loss:0.0027 train_time:15834511ms step_avg:721.69ms
step:21952/40500 train_loss:1.5862 aux_loss:0.0028 train_time:15835229ms step_avg:721.69ms
step:21953/40500 train_loss:1.5654 aux_loss:0.0027 train_time:15835946ms step_avg:721.69ms
step:21954/40500 train_loss:1.5850 aux_loss:0.0030 train_time:15836663ms step_avg:721.69ms
step:21955/40500 train_loss:1.5582 aux_loss:0.0027 train_time:15837381ms step_avg:721.69ms
step:21956/40500 train_loss:1.6551 aux_loss:0.0026 train_time:15838099ms step_avg:721.68ms
step:21957/40500 train_loss:1.5826 aux_loss:0.0026 train_time:15838815ms step_avg:721.68ms
step:21958/40500 train_loss:1.5966 aux_loss:0.0027 train_time:15839531ms step_avg:721.68ms
step:21959/40500 train_loss:1.5739 aux_loss:0.0028 train_time:15840249ms step_avg:721.68ms
step:21960/40500 train_loss:1.5489 aux_loss:0.0027 train_time:15840967ms step_avg:721.68ms
step:21961/40500 train_loss:1.5372 aux_loss:0.0026 train_time:15841684ms step_avg:721.68ms
step:21962/40500 train_loss:1.5799 aux_loss:0.0025 train_time:15842401ms step_avg:721.68ms
step:21963/40500 train_loss:1.6170 aux_loss:0.0026 train_time:15843120ms step_avg:721.68ms
step:21964/40500 train_loss:1.5692 aux_loss:0.0026 train_time:15843837ms step_avg:721.68ms
step:21965/40500 train_loss:1.5528 aux_loss:0.0027 train_time:15844552ms step_avg:721.68ms
step:21966/40500 train_loss:1.6111 aux_loss:0.0031 train_time:15845270ms step_avg:721.68ms
step:21967/40500 train_loss:1.5882 aux_loss:0.0037 train_time:15845987ms step_avg:721.68ms
step:21968/40500 train_loss:1.6394 aux_loss:0.0030 train_time:15846704ms step_avg:721.68ms
step:21969/40500 train_loss:1.6318 aux_loss:0.0025 train_time:15847422ms step_avg:721.68ms
step:21970/40500 train_loss:1.5941 aux_loss:0.0026 train_time:15848139ms step_avg:721.68ms
step:21971/40500 train_loss:1.6448 aux_loss:0.0024 train_time:15848858ms step_avg:721.68ms
step:21972/40500 train_loss:1.6128 aux_loss:0.0026 train_time:15849575ms step_avg:721.68ms
step:21973/40500 train_loss:1.5762 aux_loss:0.0026 train_time:15850292ms step_avg:721.68ms
step:21974/40500 train_loss:1.6027 aux_loss:0.0026 train_time:15851008ms step_avg:721.68ms
step:21975/40500 train_loss:1.6185 aux_loss:0.0027 train_time:15851725ms step_avg:721.68ms
step:21976/40500 train_loss:1.6097 aux_loss:0.0026 train_time:15852442ms step_avg:721.68ms
step:21977/40500 train_loss:1.6067 aux_loss:0.0026 train_time:15853161ms step_avg:721.68ms
step:21978/40500 train_loss:1.5826 aux_loss:0.0025 train_time:15853877ms step_avg:721.68ms
step:21979/40500 train_loss:1.6180 aux_loss:0.0026 train_time:15854596ms step_avg:721.68ms
step:21980/40500 train_loss:1.5213 aux_loss:0.0025 train_time:15855312ms step_avg:721.68ms
step:21981/40500 train_loss:1.5904 aux_loss:0.0031 train_time:15856028ms step_avg:721.68ms
step:21982/40500 train_loss:1.5913 aux_loss:0.0028 train_time:15856744ms step_avg:721.68ms
step:21983/40500 train_loss:1.6365 aux_loss:0.0027 train_time:15857462ms step_avg:721.68ms
step:21984/40500 train_loss:1.6256 aux_loss:0.0026 train_time:15858178ms step_avg:721.68ms
step:21985/40500 train_loss:1.6028 aux_loss:0.0026 train_time:15858895ms step_avg:721.68ms
step:21986/40500 train_loss:1.5009 aux_loss:0.0026 train_time:15859612ms step_avg:721.68ms
step:21987/40500 train_loss:1.6157 aux_loss:0.0027 train_time:15860330ms step_avg:721.68ms
step:21988/40500 train_loss:1.5675 aux_loss:0.0028 train_time:15861046ms step_avg:721.68ms
step:21989/40500 train_loss:1.5717 aux_loss:0.0029 train_time:15861764ms step_avg:721.68ms
step:21990/40500 train_loss:1.5910 aux_loss:0.0028 train_time:15862482ms step_avg:721.68ms
step:21991/40500 train_loss:1.5837 aux_loss:0.0026 train_time:15863200ms step_avg:721.68ms
step:21992/40500 train_loss:1.6380 aux_loss:0.0028 train_time:15863917ms step_avg:721.68ms
step:21993/40500 train_loss:1.5948 aux_loss:0.0029 train_time:15864636ms step_avg:721.68ms
step:21994/40500 train_loss:1.5572 aux_loss:0.0028 train_time:15865353ms step_avg:721.68ms
step:21995/40500 train_loss:1.5783 aux_loss:0.0028 train_time:15866072ms step_avg:721.68ms
step:21996/40500 train_loss:1.5876 aux_loss:0.0026 train_time:15866790ms step_avg:721.68ms
step:21997/40500 train_loss:1.5379 aux_loss:0.0027 train_time:15867507ms step_avg:721.68ms
step:21998/40500 train_loss:1.5952 aux_loss:0.0026 train_time:15868223ms step_avg:721.68ms
step:21999/40500 train_loss:1.5911 aux_loss:0.0028 train_time:15868940ms step_avg:721.68ms
step:22000/40500 train_loss:1.5731 aux_loss:0.0027 train_time:15869657ms step_avg:721.68ms
step:22000/40500 val_loss:1.6051 val_aux_loss:0.0028 train_time:15869658ms step_avg:721.68ms
step:22001/40500 train_loss:1.5891 aux_loss:0.0027 train_time:15870376ms step_avg:721.68ms
step:22002/40500 train_loss:1.6297 aux_loss:0.0029 train_time:15871095ms step_avg:721.68ms
step:22003/40500 train_loss:1.6149 aux_loss:0.0027 train_time:15871815ms step_avg:721.68ms
step:22004/40500 train_loss:1.6332 aux_loss:0.0029 train_time:15872530ms step_avg:721.68ms
step:22005/40500 train_loss:1.5825 aux_loss:0.0026 train_time:15873249ms step_avg:721.68ms
step:22006/40500 train_loss:1.5829 aux_loss:0.0027 train_time:15873962ms step_avg:721.67ms
step:22007/40500 train_loss:1.5580 aux_loss:0.0027 train_time:15874680ms step_avg:721.67ms
step:22008/40500 train_loss:1.5359 aux_loss:0.0027 train_time:15875398ms step_avg:721.67ms
step:22009/40500 train_loss:1.6256 aux_loss:0.0028 train_time:15876114ms step_avg:721.67ms
step:22010/40500 train_loss:1.6014 aux_loss:0.0029 train_time:15876831ms step_avg:721.67ms
step:22011/40500 train_loss:1.6350 aux_loss:0.0027 train_time:15877548ms step_avg:721.67ms
step:22012/40500 train_loss:1.6319 aux_loss:0.0028 train_time:15878268ms step_avg:721.67ms
step:22013/40500 train_loss:1.6323 aux_loss:0.0026 train_time:15878984ms step_avg:721.67ms
step:22014/40500 train_loss:1.5551 aux_loss:0.0026 train_time:15879700ms step_avg:721.67ms
step:22015/40500 train_loss:1.5538 aux_loss:0.0027 train_time:15880417ms step_avg:721.67ms
step:22016/40500 train_loss:1.6187 aux_loss:0.0027 train_time:15881134ms step_avg:721.67ms
step:22017/40500 train_loss:1.6288 aux_loss:0.0028 train_time:15881851ms step_avg:721.67ms
step:22018/40500 train_loss:1.5425 aux_loss:0.0027 train_time:15882570ms step_avg:721.67ms
step:22019/40500 train_loss:1.5606 aux_loss:0.0026 train_time:15883287ms step_avg:721.67ms
step:22020/40500 train_loss:1.5517 aux_loss:0.0027 train_time:15884004ms step_avg:721.67ms
step:22021/40500 train_loss:1.6012 aux_loss:0.0027 train_time:15884721ms step_avg:721.67ms
step:22022/40500 train_loss:1.5559 aux_loss:0.0030 train_time:15885438ms step_avg:721.67ms
step:22023/40500 train_loss:1.5319 aux_loss:0.0027 train_time:15886155ms step_avg:721.67ms
step:22024/40500 train_loss:1.6203 aux_loss:0.0028 train_time:15886872ms step_avg:721.67ms
step:22025/40500 train_loss:1.6058 aux_loss:0.0026 train_time:15887589ms step_avg:721.67ms
step:22026/40500 train_loss:1.6273 aux_loss:0.0029 train_time:15888308ms step_avg:721.67ms
step:22027/40500 train_loss:1.6135 aux_loss:0.0029 train_time:15889027ms step_avg:721.67ms
step:22028/40500 train_loss:1.6174 aux_loss:0.0027 train_time:15889745ms step_avg:721.67ms
step:22029/40500 train_loss:1.5857 aux_loss:0.0026 train_time:15890463ms step_avg:721.67ms
step:22030/40500 train_loss:1.6654 aux_loss:0.0028 train_time:15891178ms step_avg:721.67ms
step:22031/40500 train_loss:1.6083 aux_loss:0.0027 train_time:15891895ms step_avg:721.67ms
step:22032/40500 train_loss:1.5520 aux_loss:0.0027 train_time:15892611ms step_avg:721.67ms
step:22033/40500 train_loss:1.5976 aux_loss:0.0027 train_time:15893328ms step_avg:721.67ms
step:22034/40500 train_loss:1.6582 aux_loss:0.0028 train_time:15894047ms step_avg:721.67ms
step:22035/40500 train_loss:1.6403 aux_loss:0.0030 train_time:15894763ms step_avg:721.67ms
step:22036/40500 train_loss:1.5968 aux_loss:0.0030 train_time:15895482ms step_avg:721.67ms
step:22037/40500 train_loss:1.5681 aux_loss:0.0036 train_time:15896199ms step_avg:721.67ms
step:22038/40500 train_loss:1.5896 aux_loss:0.0028 train_time:15896917ms step_avg:721.67ms
step:22039/40500 train_loss:1.5726 aux_loss:0.0027 train_time:15897634ms step_avg:721.67ms
step:22040/40500 train_loss:1.5537 aux_loss:0.0026 train_time:15898350ms step_avg:721.67ms
step:22041/40500 train_loss:1.5822 aux_loss:0.0027 train_time:15899065ms step_avg:721.67ms
step:22042/40500 train_loss:1.5186 aux_loss:0.0028 train_time:15899782ms step_avg:721.67ms
step:22043/40500 train_loss:1.6046 aux_loss:0.0028 train_time:15900499ms step_avg:721.67ms
step:22044/40500 train_loss:1.5894 aux_loss:0.0029 train_time:15901216ms step_avg:721.67ms
step:22045/40500 train_loss:1.6456 aux_loss:0.0026 train_time:15901932ms step_avg:721.67ms
step:22046/40500 train_loss:1.6435 aux_loss:0.0028 train_time:15902647ms step_avg:721.67ms
step:22047/40500 train_loss:1.5925 aux_loss:0.0027 train_time:15903364ms step_avg:721.67ms
step:22048/40500 train_loss:1.6369 aux_loss:0.0028 train_time:15904082ms step_avg:721.67ms
step:22049/40500 train_loss:1.6313 aux_loss:0.0033 train_time:15904798ms step_avg:721.67ms
step:22050/40500 train_loss:1.5822 aux_loss:0.0028 train_time:15905515ms step_avg:721.67ms
step:22051/40500 train_loss:1.5684 aux_loss:0.0028 train_time:15906234ms step_avg:721.67ms
step:22052/40500 train_loss:1.5652 aux_loss:0.0027 train_time:15906950ms step_avg:721.67ms
step:22053/40500 train_loss:1.5545 aux_loss:0.0026 train_time:15907666ms step_avg:721.67ms
step:22054/40500 train_loss:1.5836 aux_loss:0.0026 train_time:15908384ms step_avg:721.67ms
step:22055/40500 train_loss:1.6104 aux_loss:0.0026 train_time:15909101ms step_avg:721.66ms
step:22056/40500 train_loss:1.5666 aux_loss:0.0024 train_time:15909820ms step_avg:721.66ms
step:22057/40500 train_loss:1.5690 aux_loss:0.0027 train_time:15910537ms step_avg:721.66ms
step:22058/40500 train_loss:1.5775 aux_loss:0.0028 train_time:15911254ms step_avg:721.66ms
step:22059/40500 train_loss:1.5996 aux_loss:0.0030 train_time:15911971ms step_avg:721.66ms
step:22060/40500 train_loss:1.6038 aux_loss:0.0027 train_time:15912689ms step_avg:721.66ms
step:22061/40500 train_loss:1.6062 aux_loss:0.0031 train_time:15913404ms step_avg:721.66ms
step:22062/40500 train_loss:1.6179 aux_loss:0.0031 train_time:15914121ms step_avg:721.66ms
step:22063/40500 train_loss:1.5482 aux_loss:0.0031 train_time:15914839ms step_avg:721.66ms
step:22064/40500 train_loss:1.5888 aux_loss:0.0031 train_time:15915555ms step_avg:721.66ms
step:22065/40500 train_loss:1.6081 aux_loss:0.0028 train_time:15916274ms step_avg:721.66ms
step:22066/40500 train_loss:1.5767 aux_loss:0.0029 train_time:15916992ms step_avg:721.66ms
step:22067/40500 train_loss:1.6155 aux_loss:0.0028 train_time:15917706ms step_avg:721.66ms
step:22068/40500 train_loss:1.6184 aux_loss:0.0031 train_time:15918424ms step_avg:721.66ms
step:22069/40500 train_loss:1.7045 aux_loss:0.0027 train_time:15919145ms step_avg:721.66ms
step:22070/40500 train_loss:1.5636 aux_loss:0.0030 train_time:15919861ms step_avg:721.66ms
step:22071/40500 train_loss:1.6325 aux_loss:0.0027 train_time:15920578ms step_avg:721.66ms
step:22072/40500 train_loss:1.5622 aux_loss:0.0026 train_time:15921297ms step_avg:721.66ms
step:22073/40500 train_loss:1.5950 aux_loss:0.0026 train_time:15922013ms step_avg:721.66ms
step:22074/40500 train_loss:1.6140 aux_loss:0.0026 train_time:15922730ms step_avg:721.66ms
step:22075/40500 train_loss:1.5374 aux_loss:0.0028 train_time:15923446ms step_avg:721.66ms
step:22076/40500 train_loss:1.5719 aux_loss:0.0026 train_time:15924162ms step_avg:721.66ms
step:22077/40500 train_loss:1.5682 aux_loss:0.0028 train_time:15924879ms step_avg:721.66ms
step:22078/40500 train_loss:1.6024 aux_loss:0.0028 train_time:15925598ms step_avg:721.66ms
step:22079/40500 train_loss:1.5830 aux_loss:0.0027 train_time:15926313ms step_avg:721.66ms
step:22080/40500 train_loss:1.6339 aux_loss:0.0027 train_time:15927029ms step_avg:721.66ms
step:22081/40500 train_loss:1.5776 aux_loss:0.0025 train_time:15927745ms step_avg:721.66ms
step:22082/40500 train_loss:1.6278 aux_loss:0.0026 train_time:15928461ms step_avg:721.66ms
step:22083/40500 train_loss:1.6130 aux_loss:0.0027 train_time:15929177ms step_avg:721.66ms
step:22084/40500 train_loss:1.5827 aux_loss:0.0027 train_time:15929894ms step_avg:721.66ms
step:22085/40500 train_loss:1.5481 aux_loss:0.0026 train_time:15930611ms step_avg:721.66ms
step:22086/40500 train_loss:1.5555 aux_loss:0.0028 train_time:15931327ms step_avg:721.66ms
step:22087/40500 train_loss:1.5975 aux_loss:0.0027 train_time:15932043ms step_avg:721.66ms
step:22088/40500 train_loss:1.5270 aux_loss:0.0028 train_time:15932758ms step_avg:721.66ms
step:22089/40500 train_loss:1.6226 aux_loss:0.0030 train_time:15933478ms step_avg:721.66ms
step:22090/40500 train_loss:1.6181 aux_loss:0.0038 train_time:15934196ms step_avg:721.66ms
step:22091/40500 train_loss:1.6014 aux_loss:0.0026 train_time:15934912ms step_avg:721.66ms
step:22092/40500 train_loss:1.5851 aux_loss:0.0027 train_time:15935630ms step_avg:721.66ms
step:22093/40500 train_loss:1.5333 aux_loss:0.0025 train_time:15936350ms step_avg:721.66ms
step:22094/40500 train_loss:1.6088 aux_loss:0.0026 train_time:15937065ms step_avg:721.66ms
step:22095/40500 train_loss:1.5984 aux_loss:0.0026 train_time:15937782ms step_avg:721.66ms
step:22096/40500 train_loss:1.5176 aux_loss:0.0026 train_time:15938498ms step_avg:721.66ms
step:22097/40500 train_loss:1.5659 aux_loss:0.0027 train_time:15939215ms step_avg:721.66ms
step:22098/40500 train_loss:1.6844 aux_loss:0.0027 train_time:15939933ms step_avg:721.66ms
step:22099/40500 train_loss:1.5571 aux_loss:0.0026 train_time:15940651ms step_avg:721.66ms
step:22100/40500 train_loss:1.5864 aux_loss:0.0027 train_time:15941366ms step_avg:721.66ms
step:22101/40500 train_loss:1.6590 aux_loss:0.0029 train_time:15942083ms step_avg:721.66ms
step:22102/40500 train_loss:1.5717 aux_loss:0.0029 train_time:15942799ms step_avg:721.65ms
step:22103/40500 train_loss:1.6250 aux_loss:0.0027 train_time:15943516ms step_avg:721.65ms
step:22104/40500 train_loss:1.6074 aux_loss:0.0028 train_time:15944232ms step_avg:721.65ms
step:22105/40500 train_loss:1.6131 aux_loss:0.0028 train_time:15944950ms step_avg:721.65ms
step:22106/40500 train_loss:1.6094 aux_loss:0.0028 train_time:15945665ms step_avg:721.65ms
step:22107/40500 train_loss:1.5805 aux_loss:0.0028 train_time:15946382ms step_avg:721.65ms
step:22108/40500 train_loss:1.5782 aux_loss:0.0028 train_time:15947099ms step_avg:721.65ms
step:22109/40500 train_loss:1.5504 aux_loss:0.0029 train_time:15947815ms step_avg:721.65ms
step:22110/40500 train_loss:1.5661 aux_loss:0.0027 train_time:15948533ms step_avg:721.65ms
step:22111/40500 train_loss:1.5691 aux_loss:0.0028 train_time:15949250ms step_avg:721.65ms
step:22112/40500 train_loss:1.5241 aux_loss:0.0027 train_time:15949967ms step_avg:721.65ms
step:22113/40500 train_loss:1.5819 aux_loss:0.0026 train_time:15950683ms step_avg:721.65ms
step:22114/40500 train_loss:1.6036 aux_loss:0.0027 train_time:15951397ms step_avg:721.65ms
step:22115/40500 train_loss:1.5901 aux_loss:0.0028 train_time:15952114ms step_avg:721.65ms
step:22116/40500 train_loss:1.5452 aux_loss:0.0030 train_time:15952831ms step_avg:721.65ms
step:22117/40500 train_loss:1.5969 aux_loss:0.0026 train_time:15953548ms step_avg:721.65ms
step:22118/40500 train_loss:1.5976 aux_loss:0.0025 train_time:15954265ms step_avg:721.65ms
step:22119/40500 train_loss:1.6206 aux_loss:0.0039 train_time:15954981ms step_avg:721.65ms
step:22120/40500 train_loss:1.6354 aux_loss:0.0027 train_time:15955698ms step_avg:721.65ms
step:22121/40500 train_loss:1.5998 aux_loss:0.0026 train_time:15956414ms step_avg:721.65ms
step:22122/40500 train_loss:1.5637 aux_loss:0.0026 train_time:15957132ms step_avg:721.65ms
step:22123/40500 train_loss:1.6386 aux_loss:0.0027 train_time:15957849ms step_avg:721.65ms
step:22124/40500 train_loss:1.5465 aux_loss:0.0027 train_time:15958567ms step_avg:721.65ms
step:22125/40500 train_loss:1.6275 aux_loss:0.0028 train_time:15959283ms step_avg:721.65ms
step:22126/40500 train_loss:1.5983 aux_loss:0.0029 train_time:15960001ms step_avg:721.65ms
step:22127/40500 train_loss:1.5587 aux_loss:0.0026 train_time:15960717ms step_avg:721.65ms
step:22128/40500 train_loss:1.5834 aux_loss:0.0027 train_time:15961433ms step_avg:721.65ms
step:22129/40500 train_loss:1.6067 aux_loss:0.0028 train_time:15962150ms step_avg:721.65ms
step:22130/40500 train_loss:1.5473 aux_loss:0.0027 train_time:15962866ms step_avg:721.65ms
step:22131/40500 train_loss:1.5835 aux_loss:0.0028 train_time:15963582ms step_avg:721.65ms
step:22132/40500 train_loss:1.5774 aux_loss:0.0027 train_time:15964301ms step_avg:721.65ms
step:22133/40500 train_loss:1.5815 aux_loss:0.0028 train_time:15965018ms step_avg:721.65ms
step:22134/40500 train_loss:1.5403 aux_loss:0.0026 train_time:15965735ms step_avg:721.65ms
step:22135/40500 train_loss:1.5630 aux_loss:0.0035 train_time:15966451ms step_avg:721.65ms
step:22136/40500 train_loss:1.5681 aux_loss:0.0028 train_time:15967169ms step_avg:721.65ms
step:22137/40500 train_loss:1.6183 aux_loss:0.0027 train_time:15967886ms step_avg:721.65ms
step:22138/40500 train_loss:1.6078 aux_loss:0.0028 train_time:15968603ms step_avg:721.65ms
step:22139/40500 train_loss:1.6298 aux_loss:0.0027 train_time:15969320ms step_avg:721.65ms
step:22140/40500 train_loss:1.5971 aux_loss:0.0025 train_time:15970037ms step_avg:721.65ms
step:22141/40500 train_loss:1.6347 aux_loss:0.0027 train_time:15970753ms step_avg:721.65ms
step:22142/40500 train_loss:1.6545 aux_loss:0.0025 train_time:15971469ms step_avg:721.65ms
step:22143/40500 train_loss:1.6148 aux_loss:0.0024 train_time:15972186ms step_avg:721.65ms
step:22144/40500 train_loss:1.6126 aux_loss:0.0024 train_time:15972902ms step_avg:721.65ms
step:22145/40500 train_loss:1.5948 aux_loss:0.0027 train_time:15973618ms step_avg:721.65ms
step:22146/40500 train_loss:1.6768 aux_loss:0.0025 train_time:15974334ms step_avg:721.65ms
step:22147/40500 train_loss:1.5634 aux_loss:0.0025 train_time:15975050ms step_avg:721.64ms
step:22148/40500 train_loss:1.5642 aux_loss:0.0026 train_time:15975767ms step_avg:721.64ms
step:22149/40500 train_loss:1.5616 aux_loss:0.0027 train_time:15976484ms step_avg:721.64ms
step:22150/40500 train_loss:1.5921 aux_loss:0.0028 train_time:15977200ms step_avg:721.64ms
step:22151/40500 train_loss:1.6725 aux_loss:0.0028 train_time:15977917ms step_avg:721.64ms
step:22152/40500 train_loss:1.5953 aux_loss:0.0030 train_time:15978633ms step_avg:721.64ms
step:22153/40500 train_loss:1.6229 aux_loss:0.0028 train_time:15979350ms step_avg:721.64ms
step:22154/40500 train_loss:1.6173 aux_loss:0.0026 train_time:15980066ms step_avg:721.64ms
step:22155/40500 train_loss:1.5420 aux_loss:0.0027 train_time:15980782ms step_avg:721.64ms
step:22156/40500 train_loss:1.5687 aux_loss:0.0026 train_time:15981499ms step_avg:721.64ms
step:22157/40500 train_loss:1.6235 aux_loss:0.0028 train_time:15982216ms step_avg:721.64ms
step:22158/40500 train_loss:1.6289 aux_loss:0.0028 train_time:15982932ms step_avg:721.64ms
step:22159/40500 train_loss:1.6377 aux_loss:0.0026 train_time:15983650ms step_avg:721.64ms
step:22160/40500 train_loss:1.5643 aux_loss:0.0026 train_time:15984365ms step_avg:721.64ms
step:22161/40500 train_loss:1.5432 aux_loss:0.0028 train_time:15985081ms step_avg:721.64ms
step:22162/40500 train_loss:1.6308 aux_loss:0.0034 train_time:15985799ms step_avg:721.64ms
step:22163/40500 train_loss:1.6250 aux_loss:0.0029 train_time:15986516ms step_avg:721.64ms
step:22164/40500 train_loss:1.5611 aux_loss:0.0026 train_time:15987232ms step_avg:721.64ms
step:22165/40500 train_loss:1.6503 aux_loss:0.0027 train_time:15987947ms step_avg:721.64ms
step:22166/40500 train_loss:1.5807 aux_loss:0.0030 train_time:15988663ms step_avg:721.64ms
step:22167/40500 train_loss:1.5728 aux_loss:0.0028 train_time:15989379ms step_avg:721.64ms
step:22168/40500 train_loss:1.6452 aux_loss:0.0033 train_time:15990095ms step_avg:721.64ms
step:22169/40500 train_loss:1.6039 aux_loss:0.0028 train_time:15990811ms step_avg:721.64ms
step:22170/40500 train_loss:1.6192 aux_loss:0.0028 train_time:15991529ms step_avg:721.64ms
step:22171/40500 train_loss:1.5399 aux_loss:0.0026 train_time:15992245ms step_avg:721.64ms
step:22172/40500 train_loss:1.5631 aux_loss:0.0026 train_time:15992962ms step_avg:721.64ms
step:22173/40500 train_loss:1.6291 aux_loss:0.0026 train_time:15993679ms step_avg:721.64ms
step:22174/40500 train_loss:1.5659 aux_loss:0.0025 train_time:15994396ms step_avg:721.64ms
step:22175/40500 train_loss:1.5503 aux_loss:0.0027 train_time:15995113ms step_avg:721.64ms
step:22176/40500 train_loss:1.5446 aux_loss:0.0030 train_time:15995833ms step_avg:721.64ms
step:22177/40500 train_loss:1.6163 aux_loss:0.0028 train_time:15996550ms step_avg:721.64ms
step:22178/40500 train_loss:1.5808 aux_loss:0.0025 train_time:15997268ms step_avg:721.64ms
step:22179/40500 train_loss:1.6187 aux_loss:0.0027 train_time:15997984ms step_avg:721.64ms
step:22180/40500 train_loss:1.5310 aux_loss:0.0026 train_time:15998702ms step_avg:721.64ms
step:22181/40500 train_loss:1.5906 aux_loss:0.0029 train_time:15999419ms step_avg:721.64ms
step:22182/40500 train_loss:1.5682 aux_loss:0.0028 train_time:16000135ms step_avg:721.64ms
step:22183/40500 train_loss:1.5902 aux_loss:0.0027 train_time:16000852ms step_avg:721.64ms
step:22184/40500 train_loss:1.5622 aux_loss:0.0026 train_time:16001569ms step_avg:721.64ms
step:22185/40500 train_loss:1.5393 aux_loss:0.0027 train_time:16002286ms step_avg:721.64ms
step:22186/40500 train_loss:1.6592 aux_loss:0.0027 train_time:16003003ms step_avg:721.64ms
step:22187/40500 train_loss:1.5881 aux_loss:0.0027 train_time:16003719ms step_avg:721.64ms
step:22188/40500 train_loss:1.5833 aux_loss:0.0027 train_time:16004436ms step_avg:721.64ms
step:22189/40500 train_loss:1.5824 aux_loss:0.0025 train_time:16005153ms step_avg:721.64ms
step:22190/40500 train_loss:1.6200 aux_loss:0.0027 train_time:16005872ms step_avg:721.64ms
step:22191/40500 train_loss:1.5886 aux_loss:0.0026 train_time:16006589ms step_avg:721.64ms
step:22192/40500 train_loss:1.6484 aux_loss:0.0027 train_time:16007306ms step_avg:721.63ms
step:22193/40500 train_loss:1.6045 aux_loss:0.0026 train_time:16008024ms step_avg:721.63ms
step:22194/40500 train_loss:1.6502 aux_loss:0.0027 train_time:16008740ms step_avg:721.63ms
step:22195/40500 train_loss:1.5745 aux_loss:0.0028 train_time:16009457ms step_avg:721.63ms
step:22196/40500 train_loss:1.5623 aux_loss:0.0032 train_time:16010175ms step_avg:721.63ms
step:22197/40500 train_loss:1.6202 aux_loss:0.0026 train_time:16010892ms step_avg:721.63ms
step:22198/40500 train_loss:1.5689 aux_loss:0.0031 train_time:16011610ms step_avg:721.63ms
step:22199/40500 train_loss:1.5782 aux_loss:0.0030 train_time:16012326ms step_avg:721.63ms
step:22200/40500 train_loss:1.5610 aux_loss:0.0027 train_time:16013043ms step_avg:721.63ms
step:22201/40500 train_loss:1.5181 aux_loss:0.0027 train_time:16013759ms step_avg:721.63ms
step:22202/40500 train_loss:1.6260 aux_loss:0.0029 train_time:16014475ms step_avg:721.63ms
step:22203/40500 train_loss:1.5791 aux_loss:0.0028 train_time:16015193ms step_avg:721.63ms
step:22204/40500 train_loss:1.6138 aux_loss:0.0028 train_time:16015910ms step_avg:721.63ms
step:22205/40500 train_loss:1.5986 aux_loss:0.0029 train_time:16016626ms step_avg:721.63ms
step:22206/40500 train_loss:1.6010 aux_loss:0.0029 train_time:16017342ms step_avg:721.63ms
step:22207/40500 train_loss:1.6001 aux_loss:0.0026 train_time:16018059ms step_avg:721.63ms
step:22208/40500 train_loss:1.6096 aux_loss:0.0027 train_time:16018775ms step_avg:721.63ms
step:22209/40500 train_loss:1.6172 aux_loss:0.0028 train_time:16019492ms step_avg:721.63ms
step:22210/40500 train_loss:1.6130 aux_loss:0.0033 train_time:16020208ms step_avg:721.63ms
step:22211/40500 train_loss:1.5377 aux_loss:0.0028 train_time:16020928ms step_avg:721.63ms
step:22212/40500 train_loss:1.5875 aux_loss:0.0029 train_time:16021645ms step_avg:721.63ms
step:22213/40500 train_loss:1.5399 aux_loss:0.0028 train_time:16022364ms step_avg:721.63ms
step:22214/40500 train_loss:1.5732 aux_loss:0.0027 train_time:16023079ms step_avg:721.63ms
step:22215/40500 train_loss:1.5672 aux_loss:0.0028 train_time:16023797ms step_avg:721.63ms
step:22216/40500 train_loss:1.5843 aux_loss:0.0027 train_time:16024513ms step_avg:721.63ms
step:22217/40500 train_loss:1.5707 aux_loss:0.0026 train_time:16025230ms step_avg:721.63ms
step:22218/40500 train_loss:1.5963 aux_loss:0.0026 train_time:16025947ms step_avg:721.63ms
step:22219/40500 train_loss:1.5803 aux_loss:0.0027 train_time:16026664ms step_avg:721.63ms
step:22220/40500 train_loss:1.5988 aux_loss:0.0026 train_time:16027380ms step_avg:721.63ms
step:22221/40500 train_loss:1.5261 aux_loss:0.0027 train_time:16028096ms step_avg:721.63ms
step:22222/40500 train_loss:1.6412 aux_loss:0.0026 train_time:16028813ms step_avg:721.63ms
step:22223/40500 train_loss:1.5970 aux_loss:0.0030 train_time:16029530ms step_avg:721.63ms
step:22224/40500 train_loss:1.5803 aux_loss:0.0035 train_time:16030248ms step_avg:721.63ms
step:22225/40500 train_loss:1.5606 aux_loss:0.0029 train_time:16030967ms step_avg:721.63ms
step:22226/40500 train_loss:1.5761 aux_loss:0.0032 train_time:16031683ms step_avg:721.63ms
step:22227/40500 train_loss:1.5555 aux_loss:0.0028 train_time:16032400ms step_avg:721.63ms
step:22228/40500 train_loss:1.5657 aux_loss:0.0027 train_time:16033120ms step_avg:721.63ms
step:22229/40500 train_loss:1.6466 aux_loss:0.0030 train_time:16033835ms step_avg:721.63ms
step:22230/40500 train_loss:1.6169 aux_loss:0.0027 train_time:16034550ms step_avg:721.63ms
step:22231/40500 train_loss:1.5784 aux_loss:0.0028 train_time:16035269ms step_avg:721.63ms
step:22232/40500 train_loss:1.6119 aux_loss:0.0025 train_time:16035985ms step_avg:721.63ms
step:22233/40500 train_loss:1.6181 aux_loss:0.0028 train_time:16036703ms step_avg:721.63ms
step:22234/40500 train_loss:1.6126 aux_loss:0.0026 train_time:16037418ms step_avg:721.63ms
step:22235/40500 train_loss:1.5992 aux_loss:0.0027 train_time:16038135ms step_avg:721.63ms
step:22236/40500 train_loss:1.5923 aux_loss:0.0025 train_time:16038852ms step_avg:721.63ms
step:22237/40500 train_loss:1.6605 aux_loss:0.0025 train_time:16039571ms step_avg:721.63ms
step:22238/40500 train_loss:1.6171 aux_loss:0.0028 train_time:16040287ms step_avg:721.63ms
step:22239/40500 train_loss:1.5611 aux_loss:0.0029 train_time:16041005ms step_avg:721.63ms
step:22240/40500 train_loss:1.6132 aux_loss:0.0028 train_time:16041720ms step_avg:721.62ms
step:22241/40500 train_loss:1.5285 aux_loss:0.0028 train_time:16042439ms step_avg:721.62ms
step:22242/40500 train_loss:1.5391 aux_loss:0.0027 train_time:16043155ms step_avg:721.62ms
step:22243/40500 train_loss:1.5826 aux_loss:0.0025 train_time:16043873ms step_avg:721.62ms
step:22244/40500 train_loss:1.6310 aux_loss:0.0025 train_time:16044589ms step_avg:721.62ms
step:22245/40500 train_loss:1.5793 aux_loss:0.0026 train_time:16045308ms step_avg:721.62ms
step:22246/40500 train_loss:1.6344 aux_loss:0.0027 train_time:16046026ms step_avg:721.62ms
step:22247/40500 train_loss:1.5554 aux_loss:0.0027 train_time:16046742ms step_avg:721.62ms
step:22248/40500 train_loss:1.5927 aux_loss:0.0028 train_time:16047459ms step_avg:721.62ms
step:22249/40500 train_loss:1.6030 aux_loss:0.0029 train_time:16048180ms step_avg:721.62ms
step:22250/40500 train_loss:1.6014 aux_loss:0.0029 train_time:16048896ms step_avg:721.62ms
step:22251/40500 train_loss:1.5717 aux_loss:0.0030 train_time:16049613ms step_avg:721.62ms
step:22252/40500 train_loss:1.5676 aux_loss:0.0026 train_time:16050329ms step_avg:721.62ms
step:22253/40500 train_loss:1.5914 aux_loss:0.0028 train_time:16051044ms step_avg:721.62ms
step:22254/40500 train_loss:1.5503 aux_loss:0.0028 train_time:16051762ms step_avg:721.62ms
step:22255/40500 train_loss:1.6031 aux_loss:0.0028 train_time:16052479ms step_avg:721.62ms
step:22256/40500 train_loss:1.5700 aux_loss:0.0029 train_time:16053196ms step_avg:721.62ms
step:22257/40500 train_loss:1.6286 aux_loss:0.0026 train_time:16053915ms step_avg:721.62ms
step:22258/40500 train_loss:1.5981 aux_loss:0.0029 train_time:16054633ms step_avg:721.62ms
step:22259/40500 train_loss:1.5916 aux_loss:0.0024 train_time:16055350ms step_avg:721.62ms
step:22260/40500 train_loss:1.5508 aux_loss:0.0026 train_time:16056066ms step_avg:721.62ms
step:22261/40500 train_loss:1.6159 aux_loss:0.0025 train_time:16056784ms step_avg:721.62ms
step:22262/40500 train_loss:1.6118 aux_loss:0.0026 train_time:16057500ms step_avg:721.62ms
step:22263/40500 train_loss:1.5664 aux_loss:0.0026 train_time:16058217ms step_avg:721.62ms
step:22264/40500 train_loss:1.6086 aux_loss:0.0028 train_time:16058935ms step_avg:721.62ms
step:22265/40500 train_loss:1.5450 aux_loss:0.0028 train_time:16059654ms step_avg:721.62ms
step:22266/40500 train_loss:1.5592 aux_loss:0.0027 train_time:16060371ms step_avg:721.62ms
step:22267/40500 train_loss:1.5659 aux_loss:0.0027 train_time:16061090ms step_avg:721.62ms
step:22268/40500 train_loss:1.6160 aux_loss:0.0027 train_time:16061805ms step_avg:721.62ms
step:22269/40500 train_loss:1.5687 aux_loss:0.0030 train_time:16062522ms step_avg:721.62ms
step:22270/40500 train_loss:1.5902 aux_loss:0.0027 train_time:16063240ms step_avg:721.62ms
step:22271/40500 train_loss:1.5425 aux_loss:0.0027 train_time:16063956ms step_avg:721.62ms
step:22272/40500 train_loss:1.6414 aux_loss:0.0026 train_time:16064672ms step_avg:721.62ms
step:22273/40500 train_loss:1.5210 aux_loss:0.0027 train_time:16065391ms step_avg:721.62ms
step:22274/40500 train_loss:1.5886 aux_loss:0.0026 train_time:16066108ms step_avg:721.62ms
step:22275/40500 train_loss:1.5983 aux_loss:0.0027 train_time:16066825ms step_avg:721.62ms
step:22276/40500 train_loss:1.5325 aux_loss:0.0027 train_time:16067541ms step_avg:721.62ms
step:22277/40500 train_loss:1.6492 aux_loss:0.0027 train_time:16068259ms step_avg:721.62ms
step:22278/40500 train_loss:1.5481 aux_loss:0.0027 train_time:16068976ms step_avg:721.62ms
step:22279/40500 train_loss:1.5504 aux_loss:0.0028 train_time:16069693ms step_avg:721.62ms
step:22280/40500 train_loss:1.5794 aux_loss:0.0026 train_time:16070408ms step_avg:721.62ms
step:22281/40500 train_loss:1.6486 aux_loss:0.0029 train_time:16071125ms step_avg:721.62ms
step:22282/40500 train_loss:1.5635 aux_loss:0.0027 train_time:16071841ms step_avg:721.62ms
step:22283/40500 train_loss:1.5901 aux_loss:0.0028 train_time:16072555ms step_avg:721.62ms
step:22284/40500 train_loss:1.5866 aux_loss:0.0027 train_time:16073273ms step_avg:721.62ms
step:22285/40500 train_loss:1.5922 aux_loss:0.0028 train_time:16073990ms step_avg:721.62ms
step:22286/40500 train_loss:1.5821 aux_loss:0.0027 train_time:16074707ms step_avg:721.62ms
step:22287/40500 train_loss:1.5891 aux_loss:0.0027 train_time:16075423ms step_avg:721.62ms
step:22288/40500 train_loss:1.6122 aux_loss:0.0027 train_time:16076140ms step_avg:721.62ms
step:22289/40500 train_loss:1.5816 aux_loss:0.0029 train_time:16076856ms step_avg:721.61ms
step:22290/40500 train_loss:1.5296 aux_loss:0.0027 train_time:16077574ms step_avg:721.61ms
step:22291/40500 train_loss:1.5610 aux_loss:0.0027 train_time:16078292ms step_avg:721.61ms
step:22292/40500 train_loss:1.4862 aux_loss:0.0028 train_time:16079007ms step_avg:721.61ms
step:22293/40500 train_loss:1.5887 aux_loss:0.0026 train_time:16079724ms step_avg:721.61ms
step:22294/40500 train_loss:1.5783 aux_loss:0.0025 train_time:16080441ms step_avg:721.61ms
step:22295/40500 train_loss:1.5946 aux_loss:0.0029 train_time:16081157ms step_avg:721.61ms
step:22296/40500 train_loss:1.5532 aux_loss:0.0026 train_time:16081874ms step_avg:721.61ms
step:22297/40500 train_loss:1.6347 aux_loss:0.0028 train_time:16082591ms step_avg:721.61ms
step:22298/40500 train_loss:1.5911 aux_loss:0.0027 train_time:16083308ms step_avg:721.61ms
step:22299/40500 train_loss:1.6116 aux_loss:0.0027 train_time:16084025ms step_avg:721.61ms
step:22300/40500 train_loss:1.5850 aux_loss:0.0026 train_time:16084741ms step_avg:721.61ms
step:22301/40500 train_loss:1.5797 aux_loss:0.0027 train_time:16085457ms step_avg:721.61ms
step:22302/40500 train_loss:1.5526 aux_loss:0.0028 train_time:16086174ms step_avg:721.61ms
step:22303/40500 train_loss:1.6375 aux_loss:0.0027 train_time:16086890ms step_avg:721.61ms
step:22304/40500 train_loss:1.5703 aux_loss:0.0028 train_time:16087607ms step_avg:721.61ms
step:22305/40500 train_loss:1.5606 aux_loss:0.0026 train_time:16088325ms step_avg:721.61ms
step:22306/40500 train_loss:1.5781 aux_loss:0.0042 train_time:16089043ms step_avg:721.61ms
step:22307/40500 train_loss:1.5006 aux_loss:0.0026 train_time:16089758ms step_avg:721.61ms
step:22308/40500 train_loss:1.6639 aux_loss:0.0029 train_time:16090475ms step_avg:721.61ms
step:22309/40500 train_loss:1.6069 aux_loss:0.0029 train_time:16091194ms step_avg:721.61ms
step:22310/40500 train_loss:1.5532 aux_loss:0.0028 train_time:16091909ms step_avg:721.61ms
step:22311/40500 train_loss:1.5672 aux_loss:0.0026 train_time:16092626ms step_avg:721.61ms
step:22312/40500 train_loss:1.5943 aux_loss:0.0027 train_time:16093346ms step_avg:721.61ms
step:22313/40500 train_loss:1.5894 aux_loss:0.0026 train_time:16094060ms step_avg:721.61ms
step:22314/40500 train_loss:1.4781 aux_loss:0.0027 train_time:16094779ms step_avg:721.61ms
step:22315/40500 train_loss:1.5555 aux_loss:0.0026 train_time:16095495ms step_avg:721.61ms
step:22316/40500 train_loss:1.5958 aux_loss:0.0026 train_time:16096211ms step_avg:721.61ms
step:22317/40500 train_loss:1.5842 aux_loss:0.0025 train_time:16096926ms step_avg:721.61ms
step:22318/40500 train_loss:1.5676 aux_loss:0.0025 train_time:16097645ms step_avg:721.61ms
step:22319/40500 train_loss:1.6037 aux_loss:0.0026 train_time:16098360ms step_avg:721.61ms
step:22320/40500 train_loss:1.6057 aux_loss:0.0026 train_time:16099076ms step_avg:721.61ms
step:22321/40500 train_loss:1.6739 aux_loss:0.0026 train_time:16099793ms step_avg:721.61ms
step:22322/40500 train_loss:1.5387 aux_loss:0.0025 train_time:16100509ms step_avg:721.61ms
step:22323/40500 train_loss:1.6286 aux_loss:0.0027 train_time:16101226ms step_avg:721.61ms
step:22324/40500 train_loss:1.6344 aux_loss:0.0028 train_time:16101945ms step_avg:721.61ms
step:22325/40500 train_loss:1.6022 aux_loss:0.0029 train_time:16102664ms step_avg:721.61ms
step:22326/40500 train_loss:1.6497 aux_loss:0.0028 train_time:16103383ms step_avg:721.61ms
step:22327/40500 train_loss:1.6143 aux_loss:0.0029 train_time:16104098ms step_avg:721.61ms
step:22328/40500 train_loss:1.6357 aux_loss:0.0026 train_time:16104815ms step_avg:721.61ms
step:22329/40500 train_loss:1.5764 aux_loss:0.0028 train_time:16105533ms step_avg:721.61ms
step:22330/40500 train_loss:1.5880 aux_loss:0.0026 train_time:16106249ms step_avg:721.61ms
step:22331/40500 train_loss:1.5795 aux_loss:0.0028 train_time:16106968ms step_avg:721.61ms
step:22332/40500 train_loss:1.6552 aux_loss:0.0028 train_time:16107685ms step_avg:721.61ms
step:22333/40500 train_loss:1.6146 aux_loss:0.0030 train_time:16108402ms step_avg:721.61ms
step:22334/40500 train_loss:1.6077 aux_loss:0.0027 train_time:16109117ms step_avg:721.61ms
step:22335/40500 train_loss:1.5965 aux_loss:0.0027 train_time:16109833ms step_avg:721.61ms
step:22336/40500 train_loss:1.6048 aux_loss:0.0027 train_time:16110549ms step_avg:721.60ms
step:22337/40500 train_loss:1.5639 aux_loss:0.0025 train_time:16111266ms step_avg:721.60ms
step:22338/40500 train_loss:1.5689 aux_loss:0.0026 train_time:16111982ms step_avg:721.60ms
step:22339/40500 train_loss:1.6141 aux_loss:0.0027 train_time:16112699ms step_avg:721.60ms
step:22340/40500 train_loss:1.5386 aux_loss:0.0025 train_time:16113415ms step_avg:721.60ms
step:22341/40500 train_loss:1.6227 aux_loss:0.0027 train_time:16114131ms step_avg:721.60ms
step:22342/40500 train_loss:1.6181 aux_loss:0.0026 train_time:16114847ms step_avg:721.60ms
step:22343/40500 train_loss:1.5708 aux_loss:0.0027 train_time:16115566ms step_avg:721.60ms
step:22344/40500 train_loss:1.5701 aux_loss:0.0028 train_time:16116282ms step_avg:721.60ms
step:22345/40500 train_loss:1.5541 aux_loss:0.0026 train_time:16116998ms step_avg:721.60ms
step:22346/40500 train_loss:1.5842 aux_loss:0.0027 train_time:16117715ms step_avg:721.60ms
step:22347/40500 train_loss:1.6341 aux_loss:0.0029 train_time:16118434ms step_avg:721.60ms
step:22348/40500 train_loss:1.6134 aux_loss:0.0028 train_time:16119149ms step_avg:721.60ms
step:22349/40500 train_loss:1.6557 aux_loss:0.0027 train_time:16119868ms step_avg:721.60ms
step:22350/40500 train_loss:1.5413 aux_loss:0.0027 train_time:16120586ms step_avg:721.60ms
step:22351/40500 train_loss:1.5535 aux_loss:0.0028 train_time:16121303ms step_avg:721.60ms
step:22352/40500 train_loss:1.5820 aux_loss:0.0027 train_time:16122020ms step_avg:721.60ms
step:22353/40500 train_loss:1.5956 aux_loss:0.0027 train_time:16122737ms step_avg:721.60ms
step:22354/40500 train_loss:1.5857 aux_loss:0.0027 train_time:16123453ms step_avg:721.60ms
step:22355/40500 train_loss:1.6077 aux_loss:0.0028 train_time:16124169ms step_avg:721.60ms
step:22356/40500 train_loss:1.6257 aux_loss:0.0028 train_time:16124886ms step_avg:721.60ms
step:22357/40500 train_loss:1.6056 aux_loss:0.0028 train_time:16125602ms step_avg:721.60ms
step:22358/40500 train_loss:1.5935 aux_loss:0.0032 train_time:16126317ms step_avg:721.60ms
step:22359/40500 train_loss:1.5300 aux_loss:0.0030 train_time:16127034ms step_avg:721.60ms
step:22360/40500 train_loss:1.6531 aux_loss:0.0027 train_time:16127749ms step_avg:721.60ms
step:22361/40500 train_loss:1.5685 aux_loss:0.0028 train_time:16128467ms step_avg:721.60ms
step:22362/40500 train_loss:1.5467 aux_loss:0.0026 train_time:16129183ms step_avg:721.60ms
step:22363/40500 train_loss:1.5896 aux_loss:0.0028 train_time:16129899ms step_avg:721.60ms
step:22364/40500 train_loss:1.6025 aux_loss:0.0026 train_time:16130616ms step_avg:721.60ms
step:22365/40500 train_loss:1.5870 aux_loss:0.0029 train_time:16131333ms step_avg:721.60ms
step:22366/40500 train_loss:1.5896 aux_loss:0.0027 train_time:16132050ms step_avg:721.60ms
step:22367/40500 train_loss:1.6171 aux_loss:0.0025 train_time:16132766ms step_avg:721.60ms
step:22368/40500 train_loss:1.5999 aux_loss:0.0026 train_time:16133482ms step_avg:721.60ms
step:22369/40500 train_loss:1.6414 aux_loss:0.0026 train_time:16134201ms step_avg:721.60ms
step:22370/40500 train_loss:1.6849 aux_loss:0.0026 train_time:16134919ms step_avg:721.60ms
step:22371/40500 train_loss:1.5637 aux_loss:0.0028 train_time:16135635ms step_avg:721.60ms
step:22372/40500 train_loss:1.5183 aux_loss:0.0026 train_time:16136352ms step_avg:721.60ms
step:22373/40500 train_loss:1.5663 aux_loss:0.0025 train_time:16137068ms step_avg:721.60ms
step:22374/40500 train_loss:1.5704 aux_loss:0.0031 train_time:16137785ms step_avg:721.60ms
step:22375/40500 train_loss:1.6388 aux_loss:0.0026 train_time:16138501ms step_avg:721.60ms
step:22376/40500 train_loss:1.5299 aux_loss:0.0028 train_time:16139219ms step_avg:721.60ms
step:22377/40500 train_loss:1.5393 aux_loss:0.0026 train_time:16139937ms step_avg:721.60ms
step:22378/40500 train_loss:1.5955 aux_loss:0.0026 train_time:16140653ms step_avg:721.60ms
step:22379/40500 train_loss:1.6261 aux_loss:0.0028 train_time:16141369ms step_avg:721.60ms
step:22380/40500 train_loss:1.5235 aux_loss:0.0028 train_time:16142091ms step_avg:721.60ms
step:22381/40500 train_loss:1.6125 aux_loss:0.0029 train_time:16142806ms step_avg:721.60ms
step:22382/40500 train_loss:1.6253 aux_loss:0.0028 train_time:16143521ms step_avg:721.59ms
step:22383/40500 train_loss:1.6004 aux_loss:0.0027 train_time:16144238ms step_avg:721.59ms
step:22384/40500 train_loss:1.5730 aux_loss:0.0026 train_time:16144955ms step_avg:721.59ms
step:22385/40500 train_loss:1.6253 aux_loss:0.0028 train_time:16145673ms step_avg:721.59ms
step:22386/40500 train_loss:1.5554 aux_loss:0.0027 train_time:16146391ms step_avg:721.59ms
step:22387/40500 train_loss:1.5779 aux_loss:0.0028 train_time:16147107ms step_avg:721.59ms
step:22388/40500 train_loss:1.6063 aux_loss:0.0026 train_time:16147824ms step_avg:721.59ms
step:22389/40500 train_loss:1.5245 aux_loss:0.0026 train_time:16148539ms step_avg:721.59ms
step:22390/40500 train_loss:1.5395 aux_loss:0.0027 train_time:16149253ms step_avg:721.59ms
step:22391/40500 train_loss:1.6079 aux_loss:0.0026 train_time:16149970ms step_avg:721.59ms
step:22392/40500 train_loss:1.5907 aux_loss:0.0028 train_time:16150687ms step_avg:721.59ms
step:22393/40500 train_loss:1.5820 aux_loss:0.0028 train_time:16151405ms step_avg:721.59ms
step:22394/40500 train_loss:1.6702 aux_loss:0.0026 train_time:16152121ms step_avg:721.59ms
step:22395/40500 train_loss:1.6215 aux_loss:0.0027 train_time:16152838ms step_avg:721.59ms
step:22396/40500 train_loss:1.6090 aux_loss:0.0027 train_time:16153555ms step_avg:721.59ms
step:22397/40500 train_loss:1.5972 aux_loss:0.0027 train_time:16154271ms step_avg:721.59ms
step:22398/40500 train_loss:1.5962 aux_loss:0.0025 train_time:16154989ms step_avg:721.59ms
step:22399/40500 train_loss:1.5728 aux_loss:0.0026 train_time:16155705ms step_avg:721.59ms
step:22400/40500 train_loss:1.5423 aux_loss:0.0027 train_time:16156422ms step_avg:721.59ms
step:22401/40500 train_loss:1.5801 aux_loss:0.0026 train_time:16157146ms step_avg:721.59ms
step:22402/40500 train_loss:1.6802 aux_loss:0.0028 train_time:16157865ms step_avg:721.59ms
step:22403/40500 train_loss:1.5476 aux_loss:0.0026 train_time:16158582ms step_avg:721.59ms
step:22404/40500 train_loss:1.5758 aux_loss:0.0028 train_time:16159301ms step_avg:721.59ms
step:22405/40500 train_loss:1.5899 aux_loss:0.0027 train_time:16160017ms step_avg:721.59ms
step:22406/40500 train_loss:1.6210 aux_loss:0.0028 train_time:16160733ms step_avg:721.59ms
step:22407/40500 train_loss:1.6559 aux_loss:0.0028 train_time:16161452ms step_avg:721.59ms
step:22408/40500 train_loss:1.5890 aux_loss:0.0026 train_time:16162170ms step_avg:721.59ms
step:22409/40500 train_loss:1.5345 aux_loss:0.0027 train_time:16162886ms step_avg:721.59ms
step:22410/40500 train_loss:1.6201 aux_loss:0.0025 train_time:16163603ms step_avg:721.59ms
step:22411/40500 train_loss:1.5797 aux_loss:0.0027 train_time:16164321ms step_avg:721.59ms
step:22412/40500 train_loss:1.5252 aux_loss:0.0030 train_time:16165038ms step_avg:721.59ms
step:22413/40500 train_loss:1.5521 aux_loss:0.0031 train_time:16165754ms step_avg:721.59ms
step:22414/40500 train_loss:1.5985 aux_loss:0.0026 train_time:16166474ms step_avg:721.59ms
step:22415/40500 train_loss:1.6050 aux_loss:0.0027 train_time:16167191ms step_avg:721.59ms
step:22416/40500 train_loss:1.6312 aux_loss:0.0031 train_time:16167909ms step_avg:721.59ms
step:22417/40500 train_loss:1.5867 aux_loss:0.0027 train_time:16168626ms step_avg:721.59ms
step:22418/40500 train_loss:1.6733 aux_loss:0.0026 train_time:16169344ms step_avg:721.59ms
step:22419/40500 train_loss:1.6296 aux_loss:0.0028 train_time:16170060ms step_avg:721.59ms
step:22420/40500 train_loss:1.5748 aux_loss:0.0026 train_time:16170777ms step_avg:721.59ms
step:22421/40500 train_loss:1.6461 aux_loss:0.0027 train_time:16171493ms step_avg:721.59ms
step:22422/40500 train_loss:1.5849 aux_loss:0.0028 train_time:16172211ms step_avg:721.59ms
step:22423/40500 train_loss:1.6320 aux_loss:0.0027 train_time:16172929ms step_avg:721.59ms
step:22424/40500 train_loss:1.6511 aux_loss:0.0027 train_time:16173647ms step_avg:721.59ms
step:22425/40500 train_loss:1.6221 aux_loss:0.0025 train_time:16174366ms step_avg:721.59ms
step:22426/40500 train_loss:1.5489 aux_loss:0.0026 train_time:16175083ms step_avg:721.59ms
step:22427/40500 train_loss:1.5640 aux_loss:0.0027 train_time:16175801ms step_avg:721.59ms
step:22428/40500 train_loss:1.6277 aux_loss:0.0028 train_time:16176520ms step_avg:721.59ms
step:22429/40500 train_loss:1.6035 aux_loss:0.0027 train_time:16177236ms step_avg:721.59ms
step:22430/40500 train_loss:1.5541 aux_loss:0.0028 train_time:16177954ms step_avg:721.59ms
step:22431/40500 train_loss:1.5969 aux_loss:0.0027 train_time:16178670ms step_avg:721.59ms
step:22432/40500 train_loss:1.5632 aux_loss:0.0026 train_time:16179387ms step_avg:721.59ms
step:22433/40500 train_loss:1.5889 aux_loss:0.0027 train_time:16180104ms step_avg:721.59ms
step:22434/40500 train_loss:1.5282 aux_loss:0.0025 train_time:16180824ms step_avg:721.59ms
step:22435/40500 train_loss:1.5355 aux_loss:0.0026 train_time:16181541ms step_avg:721.58ms
step:22436/40500 train_loss:1.6361 aux_loss:0.0028 train_time:16182259ms step_avg:721.58ms
step:22437/40500 train_loss:1.6150 aux_loss:0.0035 train_time:16182976ms step_avg:721.58ms
step:22438/40500 train_loss:1.5729 aux_loss:0.0027 train_time:16183695ms step_avg:721.58ms
step:22439/40500 train_loss:1.5971 aux_loss:0.0027 train_time:16184410ms step_avg:721.58ms
step:22440/40500 train_loss:1.5709 aux_loss:0.0029 train_time:16185129ms step_avg:721.58ms
step:22441/40500 train_loss:1.5333 aux_loss:0.0026 train_time:16185846ms step_avg:721.58ms
step:22442/40500 train_loss:1.5870 aux_loss:0.0027 train_time:16186562ms step_avg:721.58ms
step:22443/40500 train_loss:1.6329 aux_loss:0.0028 train_time:16187279ms step_avg:721.58ms
step:22444/40500 train_loss:1.6152 aux_loss:0.0025 train_time:16187995ms step_avg:721.58ms
step:22445/40500 train_loss:1.5828 aux_loss:0.0028 train_time:16188711ms step_avg:721.58ms
step:22446/40500 train_loss:1.6479 aux_loss:0.0026 train_time:16189428ms step_avg:721.58ms
step:22447/40500 train_loss:1.5862 aux_loss:0.0027 train_time:16190146ms step_avg:721.58ms
step:22448/40500 train_loss:1.6100 aux_loss:0.0031 train_time:16190862ms step_avg:721.58ms
step:22449/40500 train_loss:1.5600 aux_loss:0.0029 train_time:16191580ms step_avg:721.58ms
step:22450/40500 train_loss:1.6066 aux_loss:0.0026 train_time:16192300ms step_avg:721.58ms
step:22451/40500 train_loss:1.5661 aux_loss:0.0026 train_time:16193017ms step_avg:721.58ms
step:22452/40500 train_loss:1.6075 aux_loss:0.0026 train_time:16193734ms step_avg:721.58ms
step:22453/40500 train_loss:1.5673 aux_loss:0.0026 train_time:16194450ms step_avg:721.58ms
step:22454/40500 train_loss:1.6027 aux_loss:0.0027 train_time:16195166ms step_avg:721.58ms
step:22455/40500 train_loss:1.6544 aux_loss:0.0029 train_time:16195882ms step_avg:721.58ms
step:22456/40500 train_loss:1.6252 aux_loss:0.0026 train_time:16196601ms step_avg:721.58ms
step:22457/40500 train_loss:1.5918 aux_loss:0.0030 train_time:16197317ms step_avg:721.58ms
step:22458/40500 train_loss:1.6608 aux_loss:0.0028 train_time:16198033ms step_avg:721.58ms
step:22459/40500 train_loss:1.6097 aux_loss:0.0028 train_time:16198751ms step_avg:721.58ms
step:22460/40500 train_loss:1.6301 aux_loss:0.0032 train_time:16199467ms step_avg:721.58ms
step:22461/40500 train_loss:1.6124 aux_loss:0.0029 train_time:16200183ms step_avg:721.58ms
step:22462/40500 train_loss:1.5771 aux_loss:0.0026 train_time:16200901ms step_avg:721.58ms
step:22463/40500 train_loss:1.6377 aux_loss:0.0026 train_time:16201618ms step_avg:721.58ms
step:22464/40500 train_loss:1.6271 aux_loss:0.0027 train_time:16202334ms step_avg:721.58ms
step:22465/40500 train_loss:1.6129 aux_loss:0.0025 train_time:16203052ms step_avg:721.58ms
step:22466/40500 train_loss:1.5806 aux_loss:0.0026 train_time:16203768ms step_avg:721.58ms
step:22467/40500 train_loss:1.5416 aux_loss:0.0027 train_time:16204483ms step_avg:721.58ms
step:22468/40500 train_loss:1.6534 aux_loss:0.0027 train_time:16205201ms step_avg:721.58ms
step:22469/40500 train_loss:1.5421 aux_loss:0.0027 train_time:16205918ms step_avg:721.58ms
step:22470/40500 train_loss:1.5942 aux_loss:0.0026 train_time:16206633ms step_avg:721.58ms
step:22471/40500 train_loss:1.5272 aux_loss:0.0026 train_time:16207349ms step_avg:721.58ms
step:22472/40500 train_loss:1.6169 aux_loss:0.0026 train_time:16208066ms step_avg:721.58ms
step:22473/40500 train_loss:1.6377 aux_loss:0.0025 train_time:16208783ms step_avg:721.58ms
step:22474/40500 train_loss:1.5553 aux_loss:0.0025 train_time:16209498ms step_avg:721.58ms
step:22475/40500 train_loss:1.5319 aux_loss:0.0027 train_time:16210216ms step_avg:721.58ms
step:22476/40500 train_loss:1.5787 aux_loss:0.0026 train_time:16210934ms step_avg:721.58ms
step:22477/40500 train_loss:1.5650 aux_loss:0.0026 train_time:16211653ms step_avg:721.58ms
step:22478/40500 train_loss:1.6195 aux_loss:0.0027 train_time:16212371ms step_avg:721.58ms
step:22479/40500 train_loss:1.6595 aux_loss:0.0027 train_time:16213088ms step_avg:721.58ms
step:22480/40500 train_loss:1.6063 aux_loss:0.0027 train_time:16213806ms step_avg:721.58ms
step:22481/40500 train_loss:1.6135 aux_loss:0.0029 train_time:16214523ms step_avg:721.58ms
step:22482/40500 train_loss:1.6258 aux_loss:0.0027 train_time:16215239ms step_avg:721.58ms
step:22483/40500 train_loss:1.6228 aux_loss:0.0026 train_time:16215957ms step_avg:721.58ms
step:22484/40500 train_loss:1.5469 aux_loss:0.0029 train_time:16216675ms step_avg:721.57ms
step:22485/40500 train_loss:1.6079 aux_loss:0.0026 train_time:16217393ms step_avg:721.57ms
step:22486/40500 train_loss:1.5749 aux_loss:0.0028 train_time:16218107ms step_avg:721.57ms
step:22487/40500 train_loss:1.5442 aux_loss:0.0028 train_time:16218822ms step_avg:721.57ms
step:22488/40500 train_loss:1.5650 aux_loss:0.0029 train_time:16219539ms step_avg:721.57ms
step:22489/40500 train_loss:1.5589 aux_loss:0.0034 train_time:16220257ms step_avg:721.57ms
step:22490/40500 train_loss:1.6164 aux_loss:0.0028 train_time:16220974ms step_avg:721.57ms
step:22491/40500 train_loss:1.5497 aux_loss:0.0029 train_time:16221690ms step_avg:721.57ms
step:22492/40500 train_loss:1.6323 aux_loss:0.0028 train_time:16222408ms step_avg:721.57ms
step:22493/40500 train_loss:1.6420 aux_loss:0.0027 train_time:16223127ms step_avg:721.57ms
step:22494/40500 train_loss:1.5091 aux_loss:0.0025 train_time:16223842ms step_avg:721.57ms
step:22495/40500 train_loss:1.5798 aux_loss:0.0028 train_time:16224561ms step_avg:721.57ms
step:22496/40500 train_loss:1.6342 aux_loss:0.0026 train_time:16225277ms step_avg:721.57ms
step:22497/40500 train_loss:1.5924 aux_loss:0.0031 train_time:16225996ms step_avg:721.57ms
step:22498/40500 train_loss:1.6042 aux_loss:0.0027 train_time:16226714ms step_avg:721.57ms
step:22499/40500 train_loss:1.6735 aux_loss:0.0028 train_time:16227432ms step_avg:721.57ms
step:22500/40500 train_loss:1.6153 aux_loss:0.0027 train_time:16228149ms step_avg:721.57ms
step:22501/40500 train_loss:1.5948 aux_loss:0.0027 train_time:16228866ms step_avg:721.57ms
step:22502/40500 train_loss:1.5968 aux_loss:0.0026 train_time:16229581ms step_avg:721.57ms
step:22503/40500 train_loss:1.5636 aux_loss:0.0026 train_time:16230299ms step_avg:721.57ms
step:22504/40500 train_loss:1.6868 aux_loss:0.0027 train_time:16231015ms step_avg:721.57ms
step:22505/40500 train_loss:1.5395 aux_loss:0.0026 train_time:16231734ms step_avg:721.57ms
step:22506/40500 train_loss:1.5726 aux_loss:0.0029 train_time:16232452ms step_avg:721.57ms
step:22507/40500 train_loss:1.6024 aux_loss:0.0029 train_time:16233168ms step_avg:721.57ms
step:22508/40500 train_loss:1.5602 aux_loss:0.0026 train_time:16233885ms step_avg:721.57ms
step:22509/40500 train_loss:1.6281 aux_loss:0.0029 train_time:16234604ms step_avg:721.57ms
step:22510/40500 train_loss:1.5911 aux_loss:0.0027 train_time:16235321ms step_avg:721.57ms
step:22511/40500 train_loss:1.6161 aux_loss:0.0028 train_time:16236039ms step_avg:721.57ms
step:22512/40500 train_loss:1.6225 aux_loss:0.0029 train_time:16236756ms step_avg:721.57ms
step:22513/40500 train_loss:1.6002 aux_loss:0.0027 train_time:16237472ms step_avg:721.57ms
step:22514/40500 train_loss:1.6207 aux_loss:0.0028 train_time:16238190ms step_avg:721.57ms
step:22515/40500 train_loss:1.5932 aux_loss:0.0029 train_time:16238908ms step_avg:721.57ms
step:22516/40500 train_loss:1.5566 aux_loss:0.0027 train_time:16239625ms step_avg:721.57ms
step:22517/40500 train_loss:1.5943 aux_loss:0.0028 train_time:16240344ms step_avg:721.57ms
step:22518/40500 train_loss:1.6581 aux_loss:0.0027 train_time:16241060ms step_avg:721.57ms
step:22519/40500 train_loss:1.6017 aux_loss:0.0028 train_time:16241776ms step_avg:721.57ms
step:22520/40500 train_loss:1.5372 aux_loss:0.0025 train_time:16242492ms step_avg:721.57ms
step:22521/40500 train_loss:1.5646 aux_loss:0.0027 train_time:16243210ms step_avg:721.57ms
step:22522/40500 train_loss:1.5374 aux_loss:0.0027 train_time:16243926ms step_avg:721.57ms
step:22523/40500 train_loss:1.5909 aux_loss:0.0028 train_time:16244644ms step_avg:721.57ms
step:22524/40500 train_loss:1.6818 aux_loss:0.0027 train_time:16245362ms step_avg:721.57ms
step:22525/40500 train_loss:1.5958 aux_loss:0.0026 train_time:16246081ms step_avg:721.57ms
step:22526/40500 train_loss:1.5270 aux_loss:0.0023 train_time:16246796ms step_avg:721.57ms
step:22527/40500 train_loss:1.6287 aux_loss:0.0025 train_time:16247516ms step_avg:721.57ms
step:22528/40500 train_loss:1.5476 aux_loss:0.0025 train_time:16248232ms step_avg:721.57ms
step:22529/40500 train_loss:1.6084 aux_loss:0.0026 train_time:16248950ms step_avg:721.57ms
step:22530/40500 train_loss:1.6067 aux_loss:0.0027 train_time:16249668ms step_avg:721.57ms
step:22531/40500 train_loss:1.5688 aux_loss:0.0026 train_time:16250385ms step_avg:721.57ms
step:22532/40500 train_loss:1.5464 aux_loss:0.0027 train_time:16251102ms step_avg:721.57ms
step:22533/40500 train_loss:1.5699 aux_loss:0.0026 train_time:16251821ms step_avg:721.57ms
step:22534/40500 train_loss:1.5610 aux_loss:0.0029 train_time:16252538ms step_avg:721.57ms
step:22535/40500 train_loss:1.5867 aux_loss:0.0028 train_time:16253255ms step_avg:721.57ms
step:22536/40500 train_loss:1.6074 aux_loss:0.0026 train_time:16253971ms step_avg:721.56ms
step:22537/40500 train_loss:1.6072 aux_loss:0.0026 train_time:16254689ms step_avg:721.56ms
step:22538/40500 train_loss:1.5404 aux_loss:0.0027 train_time:16255406ms step_avg:721.56ms
step:22539/40500 train_loss:1.5560 aux_loss:0.0027 train_time:16256123ms step_avg:721.56ms
step:22540/40500 train_loss:1.6345 aux_loss:0.0026 train_time:16256840ms step_avg:721.56ms
step:22541/40500 train_loss:1.6118 aux_loss:0.0026 train_time:16257555ms step_avg:721.56ms
step:22542/40500 train_loss:1.5535 aux_loss:0.0028 train_time:16258273ms step_avg:721.56ms
step:22543/40500 train_loss:1.5513 aux_loss:0.0029 train_time:16258988ms step_avg:721.56ms
step:22544/40500 train_loss:1.5532 aux_loss:0.0029 train_time:16259704ms step_avg:721.56ms
step:22545/40500 train_loss:1.5777 aux_loss:0.0031 train_time:16260421ms step_avg:721.56ms
step:22546/40500 train_loss:1.5636 aux_loss:0.0029 train_time:16261136ms step_avg:721.56ms
step:22547/40500 train_loss:1.5500 aux_loss:0.0027 train_time:16261852ms step_avg:721.56ms
step:22548/40500 train_loss:1.5685 aux_loss:0.0029 train_time:16262568ms step_avg:721.56ms
step:22549/40500 train_loss:1.5674 aux_loss:0.0028 train_time:16263285ms step_avg:721.56ms
step:22550/40500 train_loss:1.5816 aux_loss:0.0028 train_time:16264002ms step_avg:721.56ms
step:22551/40500 train_loss:1.5745 aux_loss:0.0027 train_time:16264718ms step_avg:721.56ms
step:22552/40500 train_loss:1.5275 aux_loss:0.0030 train_time:16265436ms step_avg:721.56ms
step:22553/40500 train_loss:1.6062 aux_loss:0.0025 train_time:16266152ms step_avg:721.56ms
step:22554/40500 train_loss:1.6130 aux_loss:0.0025 train_time:16266867ms step_avg:721.56ms
step:22555/40500 train_loss:1.5519 aux_loss:0.0027 train_time:16267584ms step_avg:721.56ms
step:22556/40500 train_loss:1.6144 aux_loss:0.0030 train_time:16268300ms step_avg:721.56ms
step:22557/40500 train_loss:1.6163 aux_loss:0.0027 train_time:16269016ms step_avg:721.56ms
step:22558/40500 train_loss:1.6232 aux_loss:0.0027 train_time:16269736ms step_avg:721.56ms
step:22559/40500 train_loss:1.5909 aux_loss:0.0028 train_time:16270451ms step_avg:721.56ms
step:22560/40500 train_loss:1.6019 aux_loss:0.0027 train_time:16271168ms step_avg:721.56ms
step:22561/40500 train_loss:1.5582 aux_loss:0.0027 train_time:16271886ms step_avg:721.56ms
step:22562/40500 train_loss:1.6433 aux_loss:0.0028 train_time:16272603ms step_avg:721.56ms
step:22563/40500 train_loss:1.5232 aux_loss:0.0026 train_time:16273320ms step_avg:721.56ms
step:22564/40500 train_loss:1.5672 aux_loss:0.0027 train_time:16274038ms step_avg:721.56ms
step:22565/40500 train_loss:1.5565 aux_loss:0.0028 train_time:16274754ms step_avg:721.56ms
step:22566/40500 train_loss:1.5869 aux_loss:0.0028 train_time:16275471ms step_avg:721.56ms
step:22567/40500 train_loss:1.5770 aux_loss:0.0031 train_time:16276187ms step_avg:721.56ms
step:22568/40500 train_loss:1.5454 aux_loss:0.0028 train_time:16276902ms step_avg:721.56ms
step:22569/40500 train_loss:1.5783 aux_loss:0.0028 train_time:16277619ms step_avg:721.56ms
step:22570/40500 train_loss:1.6109 aux_loss:0.0030 train_time:16278336ms step_avg:721.56ms
step:22571/40500 train_loss:1.6289 aux_loss:0.0028 train_time:16279050ms step_avg:721.56ms
step:22572/40500 train_loss:1.5879 aux_loss:0.0026 train_time:16279765ms step_avg:721.56ms
step:22573/40500 train_loss:1.5640 aux_loss:0.0026 train_time:16280483ms step_avg:721.56ms
step:22574/40500 train_loss:1.6323 aux_loss:0.0027 train_time:16281200ms step_avg:721.56ms
step:22575/40500 train_loss:1.6062 aux_loss:0.0028 train_time:16281917ms step_avg:721.56ms
step:22576/40500 train_loss:1.5910 aux_loss:0.0028 train_time:16282633ms step_avg:721.56ms
step:22577/40500 train_loss:1.5597 aux_loss:0.0029 train_time:16283350ms step_avg:721.56ms
step:22578/40500 train_loss:1.5586 aux_loss:0.0029 train_time:16284066ms step_avg:721.56ms
step:22579/40500 train_loss:1.5941 aux_loss:0.0030 train_time:16284783ms step_avg:721.56ms
step:22580/40500 train_loss:1.6129 aux_loss:0.0028 train_time:16285499ms step_avg:721.56ms
step:22581/40500 train_loss:1.5771 aux_loss:0.0027 train_time:16286216ms step_avg:721.55ms
step:22582/40500 train_loss:1.6107 aux_loss:0.0031 train_time:16286933ms step_avg:721.55ms
step:22583/40500 train_loss:1.5975 aux_loss:0.0027 train_time:16287650ms step_avg:721.55ms
step:22584/40500 train_loss:1.6509 aux_loss:0.0026 train_time:16288366ms step_avg:721.55ms
step:22585/40500 train_loss:1.5605 aux_loss:0.0027 train_time:16289083ms step_avg:721.55ms
step:22586/40500 train_loss:1.6344 aux_loss:0.0025 train_time:16289800ms step_avg:721.55ms
step:22587/40500 train_loss:1.6176 aux_loss:0.0025 train_time:16290517ms step_avg:721.55ms
step:22588/40500 train_loss:1.5892 aux_loss:0.0026 train_time:16291234ms step_avg:721.55ms
step:22589/40500 train_loss:1.6246 aux_loss:0.0026 train_time:16291951ms step_avg:721.55ms
step:22590/40500 train_loss:1.6162 aux_loss:0.0026 train_time:16292668ms step_avg:721.55ms
step:22591/40500 train_loss:1.6131 aux_loss:0.0026 train_time:16293385ms step_avg:721.55ms
step:22592/40500 train_loss:1.5816 aux_loss:0.0030 train_time:16294102ms step_avg:721.55ms
step:22593/40500 train_loss:1.5587 aux_loss:0.0025 train_time:16294820ms step_avg:721.55ms
step:22594/40500 train_loss:1.5983 aux_loss:0.0027 train_time:16295536ms step_avg:721.55ms
step:22595/40500 train_loss:1.5806 aux_loss:0.0026 train_time:16296252ms step_avg:721.55ms
step:22596/40500 train_loss:1.5799 aux_loss:0.0037 train_time:16296969ms step_avg:721.55ms
step:22597/40500 train_loss:1.5878 aux_loss:0.0026 train_time:16297686ms step_avg:721.55ms
step:22598/40500 train_loss:1.6387 aux_loss:0.0028 train_time:16298401ms step_avg:721.55ms
step:22599/40500 train_loss:1.5770 aux_loss:0.0027 train_time:16299118ms step_avg:721.55ms
step:22600/40500 train_loss:1.6769 aux_loss:0.0031 train_time:16299834ms step_avg:721.55ms
step:22601/40500 train_loss:1.6555 aux_loss:0.0028 train_time:16300551ms step_avg:721.55ms
step:22602/40500 train_loss:1.6199 aux_loss:0.0026 train_time:16301269ms step_avg:721.55ms
step:22603/40500 train_loss:1.6266 aux_loss:0.0031 train_time:16301987ms step_avg:721.55ms
step:22604/40500 train_loss:1.6321 aux_loss:0.0026 train_time:16302702ms step_avg:721.55ms
step:22605/40500 train_loss:1.6374 aux_loss:0.0025 train_time:16303420ms step_avg:721.55ms
step:22606/40500 train_loss:1.6133 aux_loss:0.0025 train_time:16304136ms step_avg:721.55ms
step:22607/40500 train_loss:1.5728 aux_loss:0.0025 train_time:16304852ms step_avg:721.55ms
step:22608/40500 train_loss:1.5871 aux_loss:0.0027 train_time:16305570ms step_avg:721.55ms
step:22609/40500 train_loss:1.5991 aux_loss:0.0026 train_time:16306288ms step_avg:721.55ms
step:22610/40500 train_loss:1.5938 aux_loss:0.0027 train_time:16307002ms step_avg:721.55ms
step:22611/40500 train_loss:1.5622 aux_loss:0.0030 train_time:16307719ms step_avg:721.55ms
step:22612/40500 train_loss:1.5057 aux_loss:0.0028 train_time:16308437ms step_avg:721.55ms
step:22613/40500 train_loss:1.6319 aux_loss:0.0027 train_time:16309153ms step_avg:721.55ms
step:22614/40500 train_loss:1.6446 aux_loss:0.0026 train_time:16309872ms step_avg:721.55ms
step:22615/40500 train_loss:1.5928 aux_loss:0.0027 train_time:16310592ms step_avg:721.55ms
step:22616/40500 train_loss:1.5770 aux_loss:0.0026 train_time:16311310ms step_avg:721.55ms
step:22617/40500 train_loss:1.6075 aux_loss:0.0025 train_time:16312028ms step_avg:721.55ms
step:22618/40500 train_loss:1.6394 aux_loss:0.0027 train_time:16312747ms step_avg:721.55ms
step:22619/40500 train_loss:1.6332 aux_loss:0.0026 train_time:16313465ms step_avg:721.55ms
step:22620/40500 train_loss:1.5790 aux_loss:0.0034 train_time:16314181ms step_avg:721.55ms
step:22621/40500 train_loss:1.6134 aux_loss:0.0032 train_time:16314898ms step_avg:721.55ms
step:22622/40500 train_loss:1.5791 aux_loss:0.0027 train_time:16315614ms step_avg:721.55ms
step:22623/40500 train_loss:1.5589 aux_loss:0.0029 train_time:16316331ms step_avg:721.55ms
step:22624/40500 train_loss:1.5715 aux_loss:0.0027 train_time:16317051ms step_avg:721.55ms
step:22625/40500 train_loss:1.5789 aux_loss:0.0027 train_time:16317768ms step_avg:721.55ms
step:22626/40500 train_loss:1.5797 aux_loss:0.0030 train_time:16318486ms step_avg:721.55ms
step:22627/40500 train_loss:1.5523 aux_loss:0.0027 train_time:16319204ms step_avg:721.55ms
step:22628/40500 train_loss:1.6124 aux_loss:0.0027 train_time:16319920ms step_avg:721.55ms
step:22629/40500 train_loss:1.5941 aux_loss:0.0027 train_time:16320638ms step_avg:721.55ms
step:22630/40500 train_loss:1.6067 aux_loss:0.0029 train_time:16321356ms step_avg:721.55ms
step:22631/40500 train_loss:1.6308 aux_loss:0.0027 train_time:16322072ms step_avg:721.55ms
step:22632/40500 train_loss:1.5628 aux_loss:0.0029 train_time:16322788ms step_avg:721.54ms
step:22633/40500 train_loss:1.6551 aux_loss:0.0026 train_time:16323505ms step_avg:721.54ms
step:22634/40500 train_loss:1.6371 aux_loss:0.0026 train_time:16324222ms step_avg:721.54ms
step:22635/40500 train_loss:1.6033 aux_loss:0.0026 train_time:16324938ms step_avg:721.54ms
step:22636/40500 train_loss:1.5531 aux_loss:0.0029 train_time:16325655ms step_avg:721.54ms
step:22637/40500 train_loss:1.6278 aux_loss:0.0028 train_time:16326372ms step_avg:721.54ms
step:22638/40500 train_loss:1.5842 aux_loss:0.0030 train_time:16327088ms step_avg:721.54ms
step:22639/40500 train_loss:1.5161 aux_loss:0.0028 train_time:16327804ms step_avg:721.54ms
step:22640/40500 train_loss:1.5542 aux_loss:0.0028 train_time:16328523ms step_avg:721.54ms
step:22641/40500 train_loss:1.5283 aux_loss:0.0028 train_time:16329238ms step_avg:721.54ms
step:22642/40500 train_loss:1.5864 aux_loss:0.0026 train_time:16329955ms step_avg:721.54ms
step:22643/40500 train_loss:1.6081 aux_loss:0.0026 train_time:16330674ms step_avg:721.54ms
step:22644/40500 train_loss:1.5805 aux_loss:0.0028 train_time:16331390ms step_avg:721.54ms
step:22645/40500 train_loss:1.6023 aux_loss:0.0027 train_time:16332106ms step_avg:721.54ms
step:22646/40500 train_loss:1.5904 aux_loss:0.0028 train_time:16332823ms step_avg:721.54ms
step:22647/40500 train_loss:1.6273 aux_loss:0.0028 train_time:16333541ms step_avg:721.54ms
step:22648/40500 train_loss:1.5511 aux_loss:0.0029 train_time:16334261ms step_avg:721.54ms
step:22649/40500 train_loss:1.5210 aux_loss:0.0028 train_time:16334976ms step_avg:721.54ms
step:22650/40500 train_loss:1.5789 aux_loss:0.0032 train_time:16335692ms step_avg:721.54ms
step:22651/40500 train_loss:1.5325 aux_loss:0.0027 train_time:16336409ms step_avg:721.54ms
step:22652/40500 train_loss:1.5619 aux_loss:0.0029 train_time:16337125ms step_avg:721.54ms
step:22653/40500 train_loss:1.5689 aux_loss:0.0028 train_time:16337840ms step_avg:721.54ms
step:22654/40500 train_loss:1.5764 aux_loss:0.0027 train_time:16338557ms step_avg:721.54ms
step:22655/40500 train_loss:1.5659 aux_loss:0.0027 train_time:16339275ms step_avg:721.54ms
step:22656/40500 train_loss:1.6185 aux_loss:0.0027 train_time:16339993ms step_avg:721.54ms
step:22657/40500 train_loss:1.5869 aux_loss:0.0027 train_time:16340708ms step_avg:721.54ms
step:22658/40500 train_loss:1.5665 aux_loss:0.0037 train_time:16341427ms step_avg:721.54ms
step:22659/40500 train_loss:1.5783 aux_loss:0.0027 train_time:16342145ms step_avg:721.54ms
step:22660/40500 train_loss:1.5232 aux_loss:0.0027 train_time:16342862ms step_avg:721.54ms
step:22661/40500 train_loss:1.5809 aux_loss:0.0027 train_time:16343577ms step_avg:721.54ms
step:22662/40500 train_loss:1.5676 aux_loss:0.0025 train_time:16344295ms step_avg:721.54ms
step:22663/40500 train_loss:1.6006 aux_loss:0.0029 train_time:16345010ms step_avg:721.54ms
step:22664/40500 train_loss:1.6001 aux_loss:0.0027 train_time:16345727ms step_avg:721.54ms
step:22665/40500 train_loss:1.6204 aux_loss:0.0027 train_time:16346444ms step_avg:721.54ms
step:22666/40500 train_loss:1.6355 aux_loss:0.0026 train_time:16347160ms step_avg:721.54ms
step:22667/40500 train_loss:1.6218 aux_loss:0.0027 train_time:16347877ms step_avg:721.54ms
step:22668/40500 train_loss:1.5493 aux_loss:0.0026 train_time:16348594ms step_avg:721.54ms
step:22669/40500 train_loss:1.6004 aux_loss:0.0028 train_time:16349311ms step_avg:721.54ms
step:22670/40500 train_loss:1.5808 aux_loss:0.0025 train_time:16350028ms step_avg:721.54ms
step:22671/40500 train_loss:1.6010 aux_loss:0.0027 train_time:16350745ms step_avg:721.54ms
step:22672/40500 train_loss:1.6770 aux_loss:0.0027 train_time:16351462ms step_avg:721.54ms
step:22673/40500 train_loss:1.5847 aux_loss:0.0025 train_time:16352180ms step_avg:721.54ms
step:22674/40500 train_loss:1.5878 aux_loss:0.0026 train_time:16352899ms step_avg:721.54ms
step:22675/40500 train_loss:1.6039 aux_loss:0.0026 train_time:16353616ms step_avg:721.54ms
step:22676/40500 train_loss:1.5904 aux_loss:0.0028 train_time:16354331ms step_avg:721.54ms
step:22677/40500 train_loss:1.5785 aux_loss:0.0027 train_time:16355048ms step_avg:721.54ms
step:22678/40500 train_loss:1.6668 aux_loss:0.0029 train_time:16355766ms step_avg:721.54ms
step:22679/40500 train_loss:1.6284 aux_loss:0.0026 train_time:16356482ms step_avg:721.54ms
step:22680/40500 train_loss:1.5728 aux_loss:0.0026 train_time:16357198ms step_avg:721.53ms
step:22681/40500 train_loss:1.6000 aux_loss:0.0032 train_time:16357919ms step_avg:721.53ms
step:22682/40500 train_loss:1.5413 aux_loss:0.0026 train_time:16358635ms step_avg:721.53ms
step:22683/40500 train_loss:1.5657 aux_loss:0.0027 train_time:16359353ms step_avg:721.53ms
step:22684/40500 train_loss:1.6168 aux_loss:0.0031 train_time:16360072ms step_avg:721.53ms
step:22685/40500 train_loss:1.5647 aux_loss:0.0025 train_time:16360788ms step_avg:721.53ms
step:22686/40500 train_loss:1.6443 aux_loss:0.0026 train_time:16361506ms step_avg:721.53ms
step:22687/40500 train_loss:1.6218 aux_loss:0.0027 train_time:16362222ms step_avg:721.53ms
step:22688/40500 train_loss:1.5570 aux_loss:0.0026 train_time:16362938ms step_avg:721.53ms
step:22689/40500 train_loss:1.5845 aux_loss:0.0027 train_time:16363656ms step_avg:721.53ms
step:22690/40500 train_loss:1.5968 aux_loss:0.0028 train_time:16364376ms step_avg:721.53ms
step:22691/40500 train_loss:1.5770 aux_loss:0.0026 train_time:16365092ms step_avg:721.53ms
step:22692/40500 train_loss:1.5318 aux_loss:0.0026 train_time:16365809ms step_avg:721.53ms
step:22693/40500 train_loss:1.6099 aux_loss:0.0026 train_time:16366529ms step_avg:721.53ms
step:22694/40500 train_loss:1.6259 aux_loss:0.0029 train_time:16367246ms step_avg:721.53ms
step:22695/40500 train_loss:1.6089 aux_loss:0.0027 train_time:16367964ms step_avg:721.53ms
step:22696/40500 train_loss:1.5546 aux_loss:0.0028 train_time:16368682ms step_avg:721.53ms
step:22697/40500 train_loss:1.5833 aux_loss:0.0027 train_time:16369396ms step_avg:721.53ms
step:22698/40500 train_loss:1.5930 aux_loss:0.0028 train_time:16370114ms step_avg:721.53ms
step:22699/40500 train_loss:1.6196 aux_loss:0.0025 train_time:16370833ms step_avg:721.53ms
step:22700/40500 train_loss:1.5703 aux_loss:0.0026 train_time:16371551ms step_avg:721.53ms
step:22701/40500 train_loss:1.5985 aux_loss:0.0028 train_time:16372267ms step_avg:721.53ms
step:22702/40500 train_loss:1.6043 aux_loss:0.0027 train_time:16372985ms step_avg:721.53ms
step:22703/40500 train_loss:1.6124 aux_loss:0.0027 train_time:16373702ms step_avg:721.53ms
step:22704/40500 train_loss:1.6240 aux_loss:0.0027 train_time:16374418ms step_avg:721.53ms
step:22705/40500 train_loss:1.6324 aux_loss:0.0025 train_time:16375134ms step_avg:721.53ms
step:22706/40500 train_loss:1.6229 aux_loss:0.0026 train_time:16375851ms step_avg:721.53ms
step:22707/40500 train_loss:1.5950 aux_loss:0.0027 train_time:16376568ms step_avg:721.53ms
step:22708/40500 train_loss:1.5973 aux_loss:0.0029 train_time:16377285ms step_avg:721.53ms
step:22709/40500 train_loss:1.6025 aux_loss:0.0027 train_time:16378002ms step_avg:721.53ms
step:22710/40500 train_loss:1.5687 aux_loss:0.0026 train_time:16378719ms step_avg:721.53ms
step:22711/40500 train_loss:1.6049 aux_loss:0.0027 train_time:16379436ms step_avg:721.53ms
step:22712/40500 train_loss:1.5611 aux_loss:0.0025 train_time:16380151ms step_avg:721.53ms
step:22713/40500 train_loss:1.5436 aux_loss:0.0024 train_time:16380869ms step_avg:721.53ms
step:22714/40500 train_loss:1.6407 aux_loss:0.0027 train_time:16381587ms step_avg:721.53ms
step:22715/40500 train_loss:1.5939 aux_loss:0.0026 train_time:16382301ms step_avg:721.53ms
step:22716/40500 train_loss:1.6037 aux_loss:0.0028 train_time:16383018ms step_avg:721.53ms
step:22717/40500 train_loss:1.5204 aux_loss:0.0030 train_time:16383736ms step_avg:721.53ms
step:22718/40500 train_loss:1.5933 aux_loss:0.0030 train_time:16384450ms step_avg:721.53ms
step:22719/40500 train_loss:1.6105 aux_loss:0.0026 train_time:16385167ms step_avg:721.53ms
step:22720/40500 train_loss:1.5743 aux_loss:0.0027 train_time:16385885ms step_avg:721.53ms
step:22721/40500 train_loss:1.5754 aux_loss:0.0030 train_time:16386602ms step_avg:721.53ms
step:22722/40500 train_loss:1.6141 aux_loss:0.0026 train_time:16387316ms step_avg:721.53ms
step:22723/40500 train_loss:1.5851 aux_loss:0.0025 train_time:16388033ms step_avg:721.53ms
step:22724/40500 train_loss:1.5423 aux_loss:0.0027 train_time:16388749ms step_avg:721.53ms
step:22725/40500 train_loss:1.6924 aux_loss:0.0026 train_time:16389467ms step_avg:721.53ms
step:22726/40500 train_loss:1.5903 aux_loss:0.0027 train_time:16390183ms step_avg:721.53ms
step:22727/40500 train_loss:1.5678 aux_loss:0.0028 train_time:16390900ms step_avg:721.53ms
step:22728/40500 train_loss:1.5548 aux_loss:0.0028 train_time:16391618ms step_avg:721.53ms
step:22729/40500 train_loss:1.6061 aux_loss:0.0029 train_time:16392335ms step_avg:721.53ms
step:22730/40500 train_loss:1.6227 aux_loss:0.0028 train_time:16393049ms step_avg:721.53ms
step:22731/40500 train_loss:1.6232 aux_loss:0.0027 train_time:16393765ms step_avg:721.52ms
step:22732/40500 train_loss:1.5287 aux_loss:0.0027 train_time:16394482ms step_avg:721.52ms
step:22733/40500 train_loss:1.6157 aux_loss:0.0027 train_time:16395199ms step_avg:721.52ms
step:22734/40500 train_loss:1.6094 aux_loss:0.0027 train_time:16395914ms step_avg:721.52ms
step:22735/40500 train_loss:1.6245 aux_loss:0.0027 train_time:16396630ms step_avg:721.52ms
step:22736/40500 train_loss:1.5878 aux_loss:0.0028 train_time:16397347ms step_avg:721.52ms
step:22737/40500 train_loss:1.6308 aux_loss:0.0026 train_time:16398063ms step_avg:721.52ms
step:22738/40500 train_loss:1.6421 aux_loss:0.0026 train_time:16398779ms step_avg:721.52ms
step:22739/40500 train_loss:1.5737 aux_loss:0.0026 train_time:16399494ms step_avg:721.52ms
step:22740/40500 train_loss:1.6358 aux_loss:0.0027 train_time:16400212ms step_avg:721.52ms
step:22741/40500 train_loss:1.5164 aux_loss:0.0027 train_time:16400928ms step_avg:721.52ms
step:22742/40500 train_loss:1.6013 aux_loss:0.0026 train_time:16401646ms step_avg:721.52ms
step:22743/40500 train_loss:1.6053 aux_loss:0.0027 train_time:16402362ms step_avg:721.52ms
step:22744/40500 train_loss:1.6012 aux_loss:0.0029 train_time:16403080ms step_avg:721.52ms
step:22745/40500 train_loss:1.5573 aux_loss:0.0027 train_time:16403797ms step_avg:721.52ms
step:22746/40500 train_loss:1.5734 aux_loss:0.0026 train_time:16404514ms step_avg:721.52ms
step:22747/40500 train_loss:1.6439 aux_loss:0.0034 train_time:16405232ms step_avg:721.52ms
step:22748/40500 train_loss:1.6509 aux_loss:0.0026 train_time:16405948ms step_avg:721.52ms
step:22749/40500 train_loss:1.5539 aux_loss:0.0026 train_time:16406665ms step_avg:721.52ms
step:22750/40500 train_loss:1.6326 aux_loss:0.0026 train_time:16407382ms step_avg:721.52ms
step:22751/40500 train_loss:1.5932 aux_loss:0.0026 train_time:16408099ms step_avg:721.52ms
step:22752/40500 train_loss:1.5537 aux_loss:0.0030 train_time:16408816ms step_avg:721.52ms
step:22753/40500 train_loss:1.6112 aux_loss:0.0032 train_time:16409532ms step_avg:721.52ms
step:22754/40500 train_loss:1.5665 aux_loss:0.0027 train_time:16410250ms step_avg:721.52ms
step:22755/40500 train_loss:1.5779 aux_loss:0.0026 train_time:16410965ms step_avg:721.52ms
step:22756/40500 train_loss:1.5283 aux_loss:0.0027 train_time:16411684ms step_avg:721.52ms
step:22757/40500 train_loss:1.5388 aux_loss:0.0028 train_time:16412401ms step_avg:721.52ms
step:22758/40500 train_loss:1.5864 aux_loss:0.0029 train_time:16413120ms step_avg:721.52ms
step:22759/40500 train_loss:1.6653 aux_loss:0.0028 train_time:16413836ms step_avg:721.52ms
step:22760/40500 train_loss:1.5978 aux_loss:0.0028 train_time:16414555ms step_avg:721.52ms
step:22761/40500 train_loss:1.6263 aux_loss:0.0026 train_time:16415272ms step_avg:721.52ms
step:22762/40500 train_loss:1.5758 aux_loss:0.0027 train_time:16415989ms step_avg:721.52ms
step:22763/40500 train_loss:1.5990 aux_loss:0.0029 train_time:16416704ms step_avg:721.52ms
step:22764/40500 train_loss:1.5542 aux_loss:0.0028 train_time:16417422ms step_avg:721.52ms
step:22765/40500 train_loss:1.5562 aux_loss:0.0028 train_time:16418139ms step_avg:721.52ms
step:22766/40500 train_loss:1.6285 aux_loss:0.0028 train_time:16418856ms step_avg:721.52ms
step:22767/40500 train_loss:1.5936 aux_loss:0.0026 train_time:16419571ms step_avg:721.52ms
step:22768/40500 train_loss:1.5766 aux_loss:0.0026 train_time:16420288ms step_avg:721.52ms
step:22769/40500 train_loss:1.5885 aux_loss:0.0025 train_time:16421004ms step_avg:721.52ms
step:22770/40500 train_loss:1.5935 aux_loss:0.0026 train_time:16421721ms step_avg:721.52ms
step:22771/40500 train_loss:1.5692 aux_loss:0.0030 train_time:16422439ms step_avg:721.52ms
step:22772/40500 train_loss:1.6430 aux_loss:0.0028 train_time:16423156ms step_avg:721.52ms
step:22773/40500 train_loss:1.5579 aux_loss:0.0028 train_time:16423874ms step_avg:721.52ms
step:22774/40500 train_loss:1.5774 aux_loss:0.0029 train_time:16424591ms step_avg:721.52ms
step:22775/40500 train_loss:1.6733 aux_loss:0.0026 train_time:16425306ms step_avg:721.52ms
step:22776/40500 train_loss:1.6319 aux_loss:0.0026 train_time:16426023ms step_avg:721.52ms
step:22777/40500 train_loss:1.6061 aux_loss:0.0028 train_time:16426743ms step_avg:721.52ms
step:22778/40500 train_loss:1.5727 aux_loss:0.0026 train_time:16427459ms step_avg:721.52ms
step:22779/40500 train_loss:1.6249 aux_loss:0.0028 train_time:16428177ms step_avg:721.52ms
step:22780/40500 train_loss:1.5773 aux_loss:0.0028 train_time:16428895ms step_avg:721.51ms
step:22781/40500 train_loss:1.5696 aux_loss:0.0027 train_time:16429612ms step_avg:721.51ms
step:22782/40500 train_loss:1.5198 aux_loss:0.0028 train_time:16430329ms step_avg:721.51ms
step:22783/40500 train_loss:1.5806 aux_loss:0.0026 train_time:16431049ms step_avg:721.51ms
step:22784/40500 train_loss:1.5926 aux_loss:0.0026 train_time:16431767ms step_avg:721.51ms
step:22785/40500 train_loss:1.6027 aux_loss:0.0028 train_time:16432481ms step_avg:721.51ms
step:22786/40500 train_loss:1.5537 aux_loss:0.0028 train_time:16433198ms step_avg:721.51ms
step:22787/40500 train_loss:1.5967 aux_loss:0.0027 train_time:16433919ms step_avg:721.51ms
step:22788/40500 train_loss:1.5743 aux_loss:0.0031 train_time:16434635ms step_avg:721.51ms
step:22789/40500 train_loss:1.5697 aux_loss:0.0025 train_time:16435353ms step_avg:721.51ms
step:22790/40500 train_loss:1.5664 aux_loss:0.0025 train_time:16436072ms step_avg:721.51ms
step:22791/40500 train_loss:1.6328 aux_loss:0.0027 train_time:16436787ms step_avg:721.51ms
step:22792/40500 train_loss:1.5543 aux_loss:0.0027 train_time:16437503ms step_avg:721.51ms
step:22793/40500 train_loss:1.6365 aux_loss:0.0028 train_time:16438219ms step_avg:721.51ms
step:22794/40500 train_loss:1.6060 aux_loss:0.0027 train_time:16438936ms step_avg:721.51ms
step:22795/40500 train_loss:1.5220 aux_loss:0.0027 train_time:16439653ms step_avg:721.51ms
step:22796/40500 train_loss:1.5731 aux_loss:0.0029 train_time:16440370ms step_avg:721.51ms
step:22797/40500 train_loss:1.5687 aux_loss:0.0027 train_time:16441088ms step_avg:721.51ms
step:22798/40500 train_loss:1.6578 aux_loss:0.0026 train_time:16441804ms step_avg:721.51ms
step:22799/40500 train_loss:1.5474 aux_loss:0.0026 train_time:16442519ms step_avg:721.51ms
step:22800/40500 train_loss:1.5801 aux_loss:0.0028 train_time:16443237ms step_avg:721.51ms
step:22801/40500 train_loss:1.5941 aux_loss:0.0027 train_time:16443953ms step_avg:721.51ms
step:22802/40500 train_loss:1.5637 aux_loss:0.0027 train_time:16444670ms step_avg:721.51ms
step:22803/40500 train_loss:1.6074 aux_loss:0.0026 train_time:16445390ms step_avg:721.51ms
step:22804/40500 train_loss:1.5812 aux_loss:0.0027 train_time:16446106ms step_avg:721.51ms
step:22805/40500 train_loss:1.5741 aux_loss:0.0027 train_time:16446819ms step_avg:721.51ms
step:22806/40500 train_loss:1.6568 aux_loss:0.0034 train_time:16447538ms step_avg:721.51ms
step:22807/40500 train_loss:1.6707 aux_loss:0.0028 train_time:16448254ms step_avg:721.51ms
step:22808/40500 train_loss:1.5642 aux_loss:0.0025 train_time:16448970ms step_avg:721.51ms
step:22809/40500 train_loss:1.5422 aux_loss:0.0026 train_time:16449689ms step_avg:721.51ms
step:22810/40500 train_loss:1.6174 aux_loss:0.0026 train_time:16450404ms step_avg:721.51ms
step:22811/40500 train_loss:1.6296 aux_loss:0.0026 train_time:16451120ms step_avg:721.51ms
step:22812/40500 train_loss:1.5680 aux_loss:0.0028 train_time:16451836ms step_avg:721.51ms
step:22813/40500 train_loss:1.5753 aux_loss:0.0026 train_time:16452553ms step_avg:721.51ms
step:22814/40500 train_loss:1.6082 aux_loss:0.0026 train_time:16453271ms step_avg:721.51ms
step:22815/40500 train_loss:1.5789 aux_loss:0.0027 train_time:16453989ms step_avg:721.51ms
step:22816/40500 train_loss:1.6237 aux_loss:0.0027 train_time:16454706ms step_avg:721.51ms
step:22817/40500 train_loss:1.6274 aux_loss:0.0028 train_time:16455423ms step_avg:721.51ms
step:22818/40500 train_loss:1.6004 aux_loss:0.0027 train_time:16456142ms step_avg:721.51ms
step:22819/40500 train_loss:1.5904 aux_loss:0.0027 train_time:16456859ms step_avg:721.51ms
step:22820/40500 train_loss:1.5738 aux_loss:0.0028 train_time:16457574ms step_avg:721.51ms
step:22821/40500 train_loss:1.5453 aux_loss:0.0029 train_time:16458293ms step_avg:721.51ms
step:22822/40500 train_loss:1.6337 aux_loss:0.0026 train_time:16459006ms step_avg:721.51ms
step:22823/40500 train_loss:1.6000 aux_loss:0.0026 train_time:16459724ms step_avg:721.51ms
step:22824/40500 train_loss:1.6540 aux_loss:0.0028 train_time:16460442ms step_avg:721.51ms
step:22825/40500 train_loss:1.5775 aux_loss:0.0027 train_time:16461160ms step_avg:721.51ms
step:22826/40500 train_loss:1.6430 aux_loss:0.0026 train_time:16461877ms step_avg:721.51ms
step:22827/40500 train_loss:1.6244 aux_loss:0.0030 train_time:16462594ms step_avg:721.51ms
step:22828/40500 train_loss:1.5758 aux_loss:0.0025 train_time:16463312ms step_avg:721.51ms
step:22829/40500 train_loss:1.5837 aux_loss:0.0026 train_time:16464030ms step_avg:721.51ms
step:22830/40500 train_loss:1.5816 aux_loss:0.0026 train_time:16464747ms step_avg:721.51ms
step:22831/40500 train_loss:1.5664 aux_loss:0.0025 train_time:16465466ms step_avg:721.51ms
step:22832/40500 train_loss:1.5994 aux_loss:0.0029 train_time:16466182ms step_avg:721.50ms
step:22833/40500 train_loss:1.5627 aux_loss:0.0027 train_time:16466901ms step_avg:721.50ms
step:22834/40500 train_loss:1.6146 aux_loss:0.0027 train_time:16467620ms step_avg:721.50ms
step:22835/40500 train_loss:1.5991 aux_loss:0.0028 train_time:16468335ms step_avg:721.50ms
step:22836/40500 train_loss:1.6262 aux_loss:0.0028 train_time:16469054ms step_avg:721.50ms
step:22837/40500 train_loss:1.6663 aux_loss:0.0026 train_time:16469770ms step_avg:721.50ms
step:22838/40500 train_loss:1.5604 aux_loss:0.0026 train_time:16470486ms step_avg:721.50ms
step:22839/40500 train_loss:1.5878 aux_loss:0.0027 train_time:16471204ms step_avg:721.50ms
step:22840/40500 train_loss:1.5948 aux_loss:0.0029 train_time:16471922ms step_avg:721.50ms
step:22841/40500 train_loss:1.5751 aux_loss:0.0029 train_time:16472639ms step_avg:721.50ms
step:22842/40500 train_loss:1.5774 aux_loss:0.0028 train_time:16473356ms step_avg:721.50ms
step:22843/40500 train_loss:1.5233 aux_loss:0.0026 train_time:16474073ms step_avg:721.50ms
step:22844/40500 train_loss:1.5522 aux_loss:0.0028 train_time:16474789ms step_avg:721.50ms
step:22845/40500 train_loss:1.6032 aux_loss:0.0027 train_time:16475507ms step_avg:721.50ms
step:22846/40500 train_loss:1.6139 aux_loss:0.0026 train_time:16476224ms step_avg:721.50ms
step:22847/40500 train_loss:1.5936 aux_loss:0.0027 train_time:16476943ms step_avg:721.50ms
step:22848/40500 train_loss:1.5601 aux_loss:0.0026 train_time:16477662ms step_avg:721.50ms
step:22849/40500 train_loss:1.6082 aux_loss:0.0026 train_time:16478380ms step_avg:721.50ms
step:22850/40500 train_loss:1.5959 aux_loss:0.0024 train_time:16479095ms step_avg:721.50ms
step:22851/40500 train_loss:1.5724 aux_loss:0.0027 train_time:16479814ms step_avg:721.50ms
step:22852/40500 train_loss:1.5825 aux_loss:0.0027 train_time:16480531ms step_avg:721.50ms
step:22853/40500 train_loss:1.5793 aux_loss:0.0027 train_time:16481247ms step_avg:721.50ms
step:22854/40500 train_loss:1.6717 aux_loss:0.0028 train_time:16481963ms step_avg:721.50ms
step:22855/40500 train_loss:1.6044 aux_loss:0.0029 train_time:16482681ms step_avg:721.50ms
step:22856/40500 train_loss:1.5850 aux_loss:0.0028 train_time:16483398ms step_avg:721.50ms
step:22857/40500 train_loss:1.5577 aux_loss:0.0026 train_time:16484115ms step_avg:721.50ms
step:22858/40500 train_loss:1.6277 aux_loss:0.0027 train_time:16484833ms step_avg:721.50ms
step:22859/40500 train_loss:1.5684 aux_loss:0.0029 train_time:16485551ms step_avg:721.50ms
step:22860/40500 train_loss:1.5801 aux_loss:0.0027 train_time:16486268ms step_avg:721.50ms
step:22861/40500 train_loss:1.6720 aux_loss:0.0025 train_time:16486985ms step_avg:721.50ms
step:22862/40500 train_loss:1.6302 aux_loss:0.0025 train_time:16487701ms step_avg:721.50ms
step:22863/40500 train_loss:1.5611 aux_loss:0.0026 train_time:16488418ms step_avg:721.50ms
step:22864/40500 train_loss:1.5914 aux_loss:0.0028 train_time:16489134ms step_avg:721.50ms
step:22865/40500 train_loss:1.6417 aux_loss:0.0027 train_time:16489851ms step_avg:721.50ms
step:22866/40500 train_loss:1.5526 aux_loss:0.0028 train_time:16490568ms step_avg:721.50ms
step:22867/40500 train_loss:1.5856 aux_loss:0.0028 train_time:16491287ms step_avg:721.50ms
step:22868/40500 train_loss:1.5773 aux_loss:0.0029 train_time:16492003ms step_avg:721.50ms
step:22869/40500 train_loss:1.6536 aux_loss:0.0028 train_time:16492721ms step_avg:721.50ms
step:22870/40500 train_loss:1.6114 aux_loss:0.0032 train_time:16493440ms step_avg:721.50ms
step:22871/40500 train_loss:1.5689 aux_loss:0.0030 train_time:16494156ms step_avg:721.50ms
step:22872/40500 train_loss:1.5393 aux_loss:0.0028 train_time:16494874ms step_avg:721.50ms
step:22873/40500 train_loss:1.5494 aux_loss:0.0027 train_time:16495591ms step_avg:721.50ms
step:22874/40500 train_loss:1.5998 aux_loss:0.0027 train_time:16496305ms step_avg:721.50ms
step:22875/40500 train_loss:1.5898 aux_loss:0.0028 train_time:16497021ms step_avg:721.50ms
step:22876/40500 train_loss:1.6259 aux_loss:0.0025 train_time:16497737ms step_avg:721.50ms
step:22877/40500 train_loss:1.5614 aux_loss:0.0025 train_time:16498453ms step_avg:721.50ms
step:22878/40500 train_loss:1.6149 aux_loss:0.0026 train_time:16499167ms step_avg:721.50ms
step:22879/40500 train_loss:1.5589 aux_loss:0.0025 train_time:16499887ms step_avg:721.50ms
step:22880/40500 train_loss:1.5987 aux_loss:0.0026 train_time:16500602ms step_avg:721.50ms
step:22881/40500 train_loss:1.6151 aux_loss:0.0028 train_time:16501320ms step_avg:721.50ms
step:22882/40500 train_loss:1.5279 aux_loss:0.0027 train_time:16502038ms step_avg:721.50ms
step:22883/40500 train_loss:1.6040 aux_loss:0.0027 train_time:16502753ms step_avg:721.49ms
step:22884/40500 train_loss:1.5965 aux_loss:0.0027 train_time:16503469ms step_avg:721.49ms
step:22885/40500 train_loss:1.5692 aux_loss:0.0026 train_time:16504187ms step_avg:721.49ms
step:22886/40500 train_loss:1.5354 aux_loss:0.0027 train_time:16504904ms step_avg:721.49ms
step:22887/40500 train_loss:1.5942 aux_loss:0.0026 train_time:16505619ms step_avg:721.49ms
step:22888/40500 train_loss:1.5936 aux_loss:0.0030 train_time:16506337ms step_avg:721.49ms
step:22889/40500 train_loss:1.6041 aux_loss:0.0027 train_time:16507054ms step_avg:721.49ms
step:22890/40500 train_loss:1.5698 aux_loss:0.0025 train_time:16507771ms step_avg:721.49ms
step:22891/40500 train_loss:1.5283 aux_loss:0.0029 train_time:16508488ms step_avg:721.49ms
step:22892/40500 train_loss:1.6253 aux_loss:0.0027 train_time:16509206ms step_avg:721.49ms
step:22893/40500 train_loss:1.6148 aux_loss:0.0025 train_time:16509924ms step_avg:721.49ms
step:22894/40500 train_loss:1.6321 aux_loss:0.0026 train_time:16510644ms step_avg:721.49ms
step:22895/40500 train_loss:1.6288 aux_loss:0.0026 train_time:16511359ms step_avg:721.49ms
step:22896/40500 train_loss:1.6008 aux_loss:0.0029 train_time:16512075ms step_avg:721.49ms
step:22897/40500 train_loss:1.5956 aux_loss:0.0027 train_time:16512793ms step_avg:721.49ms
step:22898/40500 train_loss:1.6265 aux_loss:0.0029 train_time:16513510ms step_avg:721.49ms
step:22899/40500 train_loss:1.5992 aux_loss:0.0030 train_time:16514226ms step_avg:721.49ms
step:22900/40500 train_loss:1.5941 aux_loss:0.0037 train_time:16514945ms step_avg:721.49ms
step:22901/40500 train_loss:1.5609 aux_loss:0.0027 train_time:16515661ms step_avg:721.49ms
step:22902/40500 train_loss:1.5672 aux_loss:0.0028 train_time:16516377ms step_avg:721.49ms
step:22903/40500 train_loss:1.6083 aux_loss:0.0027 train_time:16517094ms step_avg:721.49ms
step:22904/40500 train_loss:1.5494 aux_loss:0.0030 train_time:16517813ms step_avg:721.49ms
step:22905/40500 train_loss:1.5838 aux_loss:0.0027 train_time:16518531ms step_avg:721.49ms
step:22906/40500 train_loss:1.5963 aux_loss:0.0027 train_time:16519249ms step_avg:721.49ms
step:22907/40500 train_loss:1.5381 aux_loss:0.0029 train_time:16519967ms step_avg:721.49ms
step:22908/40500 train_loss:1.6460 aux_loss:0.0031 train_time:16520684ms step_avg:721.49ms
step:22909/40500 train_loss:1.6265 aux_loss:0.0028 train_time:16521401ms step_avg:721.49ms
step:22910/40500 train_loss:1.5649 aux_loss:0.0029 train_time:16522118ms step_avg:721.49ms
step:22911/40500 train_loss:1.5936 aux_loss:0.0027 train_time:16522834ms step_avg:721.49ms
step:22912/40500 train_loss:1.5750 aux_loss:0.0026 train_time:16523551ms step_avg:721.49ms
step:22913/40500 train_loss:1.5832 aux_loss:0.0025 train_time:16524268ms step_avg:721.49ms
step:22914/40500 train_loss:1.5731 aux_loss:0.0029 train_time:16524986ms step_avg:721.49ms
step:22915/40500 train_loss:1.6261 aux_loss:0.0027 train_time:16525704ms step_avg:721.49ms
step:22916/40500 train_loss:1.5991 aux_loss:0.0029 train_time:16526423ms step_avg:721.49ms
step:22917/40500 train_loss:1.5829 aux_loss:0.0034 train_time:16527140ms step_avg:721.49ms
step:22918/40500 train_loss:1.5786 aux_loss:0.0027 train_time:16527859ms step_avg:721.49ms
step:22919/40500 train_loss:1.5816 aux_loss:0.0027 train_time:16528575ms step_avg:721.49ms
step:22920/40500 train_loss:1.6400 aux_loss:0.0026 train_time:16529291ms step_avg:721.49ms
step:22921/40500 train_loss:1.5585 aux_loss:0.0027 train_time:16530009ms step_avg:721.49ms
step:22922/40500 train_loss:1.5919 aux_loss:0.0028 train_time:16530727ms step_avg:721.49ms
step:22923/40500 train_loss:1.5484 aux_loss:0.0026 train_time:16531444ms step_avg:721.49ms
step:22924/40500 train_loss:1.6196 aux_loss:0.0029 train_time:16532162ms step_avg:721.49ms
step:22925/40500 train_loss:1.5626 aux_loss:0.0027 train_time:16532878ms step_avg:721.49ms
step:22926/40500 train_loss:1.5847 aux_loss:0.0027 train_time:16533594ms step_avg:721.49ms
step:22927/40500 train_loss:1.5896 aux_loss:0.0025 train_time:16534311ms step_avg:721.49ms
step:22928/40500 train_loss:1.6151 aux_loss:0.0028 train_time:16535028ms step_avg:721.49ms
step:22929/40500 train_loss:1.5696 aux_loss:0.0026 train_time:16535744ms step_avg:721.49ms
step:22930/40500 train_loss:1.5876 aux_loss:0.0028 train_time:16536463ms step_avg:721.49ms
step:22931/40500 train_loss:1.6497 aux_loss:0.0030 train_time:16537177ms step_avg:721.49ms
step:22932/40500 train_loss:1.5866 aux_loss:0.0028 train_time:16537895ms step_avg:721.49ms
step:22933/40500 train_loss:1.6309 aux_loss:0.0026 train_time:16538611ms step_avg:721.49ms
step:22934/40500 train_loss:1.5861 aux_loss:0.0025 train_time:16539327ms step_avg:721.49ms
step:22935/40500 train_loss:1.5071 aux_loss:0.0026 train_time:16540044ms step_avg:721.49ms
step:22936/40500 train_loss:1.5648 aux_loss:0.0026 train_time:16540761ms step_avg:721.48ms
step:22937/40500 train_loss:1.6198 aux_loss:0.0028 train_time:16541476ms step_avg:721.48ms
step:22938/40500 train_loss:1.6070 aux_loss:0.0029 train_time:16542193ms step_avg:721.48ms
step:22939/40500 train_loss:1.5958 aux_loss:0.0026 train_time:16542911ms step_avg:721.48ms
step:22940/40500 train_loss:1.5463 aux_loss:0.0025 train_time:16543626ms step_avg:721.48ms
step:22941/40500 train_loss:1.5882 aux_loss:0.0028 train_time:16544343ms step_avg:721.48ms
step:22942/40500 train_loss:1.5482 aux_loss:0.0027 train_time:16545059ms step_avg:721.48ms
step:22943/40500 train_loss:1.6042 aux_loss:0.0029 train_time:16545774ms step_avg:721.48ms
step:22944/40500 train_loss:1.6259 aux_loss:0.0027 train_time:16546491ms step_avg:721.48ms
step:22945/40500 train_loss:1.5395 aux_loss:0.0028 train_time:16547209ms step_avg:721.48ms
step:22946/40500 train_loss:1.5918 aux_loss:0.0028 train_time:16547924ms step_avg:721.48ms
step:22947/40500 train_loss:1.5952 aux_loss:0.0027 train_time:16548641ms step_avg:721.48ms
step:22948/40500 train_loss:1.6329 aux_loss:0.0030 train_time:16549358ms step_avg:721.48ms
step:22949/40500 train_loss:1.6455 aux_loss:0.0029 train_time:16550073ms step_avg:721.48ms
step:22950/40500 train_loss:1.5883 aux_loss:0.0029 train_time:16550789ms step_avg:721.48ms
step:22951/40500 train_loss:1.4951 aux_loss:0.0025 train_time:16551506ms step_avg:721.48ms
step:22952/40500 train_loss:1.5884 aux_loss:0.0025 train_time:16552223ms step_avg:721.48ms
step:22953/40500 train_loss:1.5861 aux_loss:0.0026 train_time:16552940ms step_avg:721.48ms
step:22954/40500 train_loss:1.6227 aux_loss:0.0026 train_time:16553656ms step_avg:721.48ms
step:22955/40500 train_loss:1.6350 aux_loss:0.0028 train_time:16554372ms step_avg:721.48ms
step:22956/40500 train_loss:1.5836 aux_loss:0.0026 train_time:16555090ms step_avg:721.48ms
step:22957/40500 train_loss:1.5602 aux_loss:0.0026 train_time:16555806ms step_avg:721.48ms
step:22958/40500 train_loss:1.5782 aux_loss:0.0028 train_time:16556522ms step_avg:721.48ms
step:22959/40500 train_loss:1.5724 aux_loss:0.0028 train_time:16557239ms step_avg:721.48ms
step:22960/40500 train_loss:1.5712 aux_loss:0.0028 train_time:16557957ms step_avg:721.48ms
step:22961/40500 train_loss:1.5603 aux_loss:0.0028 train_time:16558673ms step_avg:721.48ms
step:22962/40500 train_loss:1.6293 aux_loss:0.0031 train_time:16559392ms step_avg:721.48ms
step:22963/40500 train_loss:1.5551 aux_loss:0.0026 train_time:16560110ms step_avg:721.48ms
step:22964/40500 train_loss:1.5752 aux_loss:0.0025 train_time:16560824ms step_avg:721.48ms
step:22965/40500 train_loss:1.5917 aux_loss:0.0026 train_time:16561540ms step_avg:721.48ms
step:22966/40500 train_loss:1.5591 aux_loss:0.0025 train_time:16562259ms step_avg:721.48ms
step:22967/40500 train_loss:1.6305 aux_loss:0.0028 train_time:16562974ms step_avg:721.48ms
step:22968/40500 train_loss:1.6097 aux_loss:0.0029 train_time:16563691ms step_avg:721.48ms
step:22969/40500 train_loss:1.6622 aux_loss:0.0026 train_time:16564409ms step_avg:721.48ms
step:22970/40500 train_loss:1.5936 aux_loss:0.0026 train_time:16565125ms step_avg:721.48ms
step:22971/40500 train_loss:1.5980 aux_loss:0.0025 train_time:16565839ms step_avg:721.48ms
step:22972/40500 train_loss:1.5721 aux_loss:0.0025 train_time:16566557ms step_avg:721.48ms
step:22973/40500 train_loss:1.5745 aux_loss:0.0026 train_time:16567275ms step_avg:721.48ms
step:22974/40500 train_loss:1.6182 aux_loss:0.0025 train_time:16567991ms step_avg:721.48ms
step:22975/40500 train_loss:1.5583 aux_loss:0.0026 train_time:16568705ms step_avg:721.48ms
step:22976/40500 train_loss:1.5719 aux_loss:0.0028 train_time:16569421ms step_avg:721.48ms
step:22977/40500 train_loss:1.6067 aux_loss:0.0027 train_time:16570137ms step_avg:721.48ms
step:22978/40500 train_loss:1.6281 aux_loss:0.0026 train_time:16570856ms step_avg:721.48ms
step:22979/40500 train_loss:1.6123 aux_loss:0.0028 train_time:16571572ms step_avg:721.48ms
step:22980/40500 train_loss:1.6232 aux_loss:0.0030 train_time:16572290ms step_avg:721.48ms
step:22981/40500 train_loss:1.5753 aux_loss:0.0027 train_time:16573008ms step_avg:721.48ms
step:22982/40500 train_loss:1.6004 aux_loss:0.0028 train_time:16573724ms step_avg:721.48ms
step:22983/40500 train_loss:1.6002 aux_loss:0.0028 train_time:16574441ms step_avg:721.47ms
step:22984/40500 train_loss:1.6004 aux_loss:0.0028 train_time:16575160ms step_avg:721.47ms
step:22985/40500 train_loss:1.6838 aux_loss:0.0030 train_time:16575877ms step_avg:721.47ms
step:22986/40500 train_loss:1.5703 aux_loss:0.0028 train_time:16576596ms step_avg:721.47ms
step:22987/40500 train_loss:1.5475 aux_loss:0.0028 train_time:16577314ms step_avg:721.47ms
step:22988/40500 train_loss:1.6462 aux_loss:0.0029 train_time:16578031ms step_avg:721.47ms
step:22989/40500 train_loss:1.6150 aux_loss:0.0027 train_time:16578748ms step_avg:721.47ms
step:22990/40500 train_loss:1.6049 aux_loss:0.0027 train_time:16579464ms step_avg:721.47ms
step:22991/40500 train_loss:1.5382 aux_loss:0.0026 train_time:16580179ms step_avg:721.47ms
step:22992/40500 train_loss:1.6067 aux_loss:0.0025 train_time:16580897ms step_avg:721.47ms
step:22993/40500 train_loss:1.6051 aux_loss:0.0027 train_time:16581614ms step_avg:721.47ms
step:22994/40500 train_loss:1.6442 aux_loss:0.0027 train_time:16582331ms step_avg:721.47ms
step:22995/40500 train_loss:1.5706 aux_loss:0.0025 train_time:16583049ms step_avg:721.47ms
step:22996/40500 train_loss:1.5866 aux_loss:0.0028 train_time:16583766ms step_avg:721.47ms
step:22997/40500 train_loss:1.6052 aux_loss:0.0027 train_time:16584485ms step_avg:721.47ms
step:22998/40500 train_loss:1.5873 aux_loss:0.0027 train_time:16585203ms step_avg:721.47ms
step:22999/40500 train_loss:1.5406 aux_loss:0.0027 train_time:16585918ms step_avg:721.47ms
step:23000/40500 train_loss:1.5506 aux_loss:0.0026 train_time:16586637ms step_avg:721.47ms
step:23001/40500 train_loss:1.6105 aux_loss:0.0026 train_time:16587355ms step_avg:721.47ms
step:23002/40500 train_loss:1.5972 aux_loss:0.0026 train_time:16588072ms step_avg:721.47ms
step:23003/40500 train_loss:1.6077 aux_loss:0.0029 train_time:16588787ms step_avg:721.47ms
step:23004/40500 train_loss:1.5422 aux_loss:0.0028 train_time:16589506ms step_avg:721.47ms
step:23005/40500 train_loss:1.6069 aux_loss:0.0027 train_time:16590222ms step_avg:721.47ms
step:23006/40500 train_loss:1.5986 aux_loss:0.0027 train_time:16590938ms step_avg:721.47ms
step:23007/40500 train_loss:1.5721 aux_loss:0.0028 train_time:16591655ms step_avg:721.47ms
step:23008/40500 train_loss:1.5184 aux_loss:0.0027 train_time:16592372ms step_avg:721.47ms
step:23009/40500 train_loss:1.6020 aux_loss:0.0027 train_time:16593087ms step_avg:721.47ms
step:23010/40500 train_loss:1.6036 aux_loss:0.0027 train_time:16593805ms step_avg:721.47ms
step:23011/40500 train_loss:1.5371 aux_loss:0.0029 train_time:16594522ms step_avg:721.47ms
step:23012/40500 train_loss:1.5332 aux_loss:0.0027 train_time:16595239ms step_avg:721.47ms
step:23013/40500 train_loss:1.5939 aux_loss:0.0027 train_time:16595955ms step_avg:721.47ms
step:23014/40500 train_loss:1.5635 aux_loss:0.0028 train_time:16596671ms step_avg:721.47ms
step:23015/40500 train_loss:1.6485 aux_loss:0.0028 train_time:16597388ms step_avg:721.47ms
step:23016/40500 train_loss:1.6125 aux_loss:0.0027 train_time:16598103ms step_avg:721.47ms
step:23017/40500 train_loss:1.5703 aux_loss:0.0027 train_time:16598822ms step_avg:721.47ms
step:23018/40500 train_loss:1.5911 aux_loss:0.0027 train_time:16599537ms step_avg:721.47ms
step:23019/40500 train_loss:1.6352 aux_loss:0.0029 train_time:16600255ms step_avg:721.47ms
step:23020/40500 train_loss:1.5558 aux_loss:0.0025 train_time:16600971ms step_avg:721.47ms
step:23021/40500 train_loss:1.6078 aux_loss:0.0026 train_time:16601687ms step_avg:721.47ms
step:23022/40500 train_loss:1.5563 aux_loss:0.0025 train_time:16602404ms step_avg:721.47ms
step:23023/40500 train_loss:1.6310 aux_loss:0.0029 train_time:16603120ms step_avg:721.47ms
step:23024/40500 train_loss:1.5488 aux_loss:0.0029 train_time:16603836ms step_avg:721.47ms
step:23025/40500 train_loss:1.6050 aux_loss:0.0027 train_time:16604554ms step_avg:721.47ms
step:23026/40500 train_loss:1.5702 aux_loss:0.0028 train_time:16605269ms step_avg:721.47ms
step:23027/40500 train_loss:1.6015 aux_loss:0.0039 train_time:16605987ms step_avg:721.47ms
step:23028/40500 train_loss:1.5772 aux_loss:0.0027 train_time:16606708ms step_avg:721.47ms
step:23029/40500 train_loss:1.5867 aux_loss:0.0026 train_time:16607426ms step_avg:721.47ms
step:23030/40500 train_loss:1.6027 aux_loss:0.0027 train_time:16608140ms step_avg:721.47ms
step:23031/40500 train_loss:1.5841 aux_loss:0.0027 train_time:16608860ms step_avg:721.47ms
step:23032/40500 train_loss:1.5671 aux_loss:0.0026 train_time:16609577ms step_avg:721.47ms
step:23033/40500 train_loss:1.5593 aux_loss:0.0026 train_time:16610292ms step_avg:721.47ms
step:23034/40500 train_loss:1.5590 aux_loss:0.0028 train_time:16611009ms step_avg:721.46ms
step:23035/40500 train_loss:1.6461 aux_loss:0.0027 train_time:16611726ms step_avg:721.46ms
step:23036/40500 train_loss:1.6176 aux_loss:0.0027 train_time:16612442ms step_avg:721.46ms
step:23037/40500 train_loss:1.5497 aux_loss:0.0026 train_time:16613161ms step_avg:721.46ms
step:23038/40500 train_loss:1.5032 aux_loss:0.0028 train_time:16613878ms step_avg:721.46ms
step:23039/40500 train_loss:1.5174 aux_loss:0.0029 train_time:16614594ms step_avg:721.46ms
step:23040/40500 train_loss:1.6498 aux_loss:0.0028 train_time:16615310ms step_avg:721.46ms
step:23041/40500 train_loss:1.5783 aux_loss:0.0028 train_time:16616026ms step_avg:721.46ms
step:23042/40500 train_loss:1.5604 aux_loss:0.0026 train_time:16616742ms step_avg:721.46ms
step:23043/40500 train_loss:1.5899 aux_loss:0.0029 train_time:16617459ms step_avg:721.46ms
step:23044/40500 train_loss:1.5760 aux_loss:0.0027 train_time:16618177ms step_avg:721.46ms
step:23045/40500 train_loss:1.5960 aux_loss:0.0027 train_time:16618894ms step_avg:721.46ms
step:23046/40500 train_loss:1.5934 aux_loss:0.0027 train_time:16619610ms step_avg:721.46ms
step:23047/40500 train_loss:1.5584 aux_loss:0.0027 train_time:16620326ms step_avg:721.46ms
step:23048/40500 train_loss:1.5844 aux_loss:0.0025 train_time:16621043ms step_avg:721.46ms
step:23049/40500 train_loss:1.5313 aux_loss:0.0025 train_time:16621759ms step_avg:721.46ms
step:23050/40500 train_loss:1.5768 aux_loss:0.0024 train_time:16622477ms step_avg:721.46ms
step:23051/40500 train_loss:1.6064 aux_loss:0.0026 train_time:16623193ms step_avg:721.46ms
step:23052/40500 train_loss:1.5694 aux_loss:0.0028 train_time:16623911ms step_avg:721.46ms
step:23053/40500 train_loss:1.5874 aux_loss:0.0030 train_time:16624629ms step_avg:721.46ms
step:23054/40500 train_loss:1.5839 aux_loss:0.0028 train_time:16625345ms step_avg:721.46ms
step:23055/40500 train_loss:1.6041 aux_loss:0.0028 train_time:16626062ms step_avg:721.46ms
step:23056/40500 train_loss:1.6025 aux_loss:0.0027 train_time:16626779ms step_avg:721.46ms
step:23057/40500 train_loss:1.5676 aux_loss:0.0025 train_time:16627494ms step_avg:721.46ms
step:23058/40500 train_loss:1.6077 aux_loss:0.0027 train_time:16628211ms step_avg:721.46ms
step:23059/40500 train_loss:1.6548 aux_loss:0.0025 train_time:16628929ms step_avg:721.46ms
step:23060/40500 train_loss:1.5412 aux_loss:0.0028 train_time:16629646ms step_avg:721.46ms
step:23061/40500 train_loss:1.5526 aux_loss:0.0027 train_time:16630362ms step_avg:721.46ms
step:23062/40500 train_loss:1.5460 aux_loss:0.0026 train_time:16631080ms step_avg:721.46ms
step:23063/40500 train_loss:1.5635 aux_loss:0.0036 train_time:16631797ms step_avg:721.46ms
step:23064/40500 train_loss:1.6407 aux_loss:0.0028 train_time:16632514ms step_avg:721.46ms
step:23065/40500 train_loss:1.6529 aux_loss:0.0025 train_time:16633234ms step_avg:721.46ms
step:23066/40500 train_loss:1.5676 aux_loss:0.0027 train_time:16633949ms step_avg:721.46ms
step:23067/40500 train_loss:1.5932 aux_loss:0.0028 train_time:16634664ms step_avg:721.46ms
step:23068/40500 train_loss:1.6071 aux_loss:0.0027 train_time:16635381ms step_avg:721.46ms
step:23069/40500 train_loss:1.5899 aux_loss:0.0027 train_time:16636097ms step_avg:721.46ms
step:23070/40500 train_loss:1.5847 aux_loss:0.0031 train_time:16636815ms step_avg:721.46ms
step:23071/40500 train_loss:1.5289 aux_loss:0.0029 train_time:16637532ms step_avg:721.46ms
step:23072/40500 train_loss:1.5964 aux_loss:0.0027 train_time:16638251ms step_avg:721.46ms
step:23073/40500 train_loss:1.6463 aux_loss:0.0028 train_time:16638967ms step_avg:721.46ms
step:23074/40500 train_loss:1.5843 aux_loss:0.0027 train_time:16639683ms step_avg:721.46ms
step:23075/40500 train_loss:1.5557 aux_loss:0.0027 train_time:16640399ms step_avg:721.46ms
step:23076/40500 train_loss:1.5557 aux_loss:0.0026 train_time:16641116ms step_avg:721.46ms
step:23077/40500 train_loss:1.6259 aux_loss:0.0028 train_time:16641833ms step_avg:721.46ms
step:23078/40500 train_loss:1.6327 aux_loss:0.0025 train_time:16642550ms step_avg:721.46ms
step:23079/40500 train_loss:1.5395 aux_loss:0.0027 train_time:16643267ms step_avg:721.46ms
step:23080/40500 train_loss:1.5618 aux_loss:0.0028 train_time:16643986ms step_avg:721.46ms
step:23081/40500 train_loss:1.5440 aux_loss:0.0030 train_time:16644701ms step_avg:721.46ms
step:23082/40500 train_loss:1.6002 aux_loss:0.0026 train_time:16645419ms step_avg:721.46ms
step:23083/40500 train_loss:1.5742 aux_loss:0.0026 train_time:16646137ms step_avg:721.46ms
step:23084/40500 train_loss:1.6221 aux_loss:0.0030 train_time:16646851ms step_avg:721.45ms
step:23085/40500 train_loss:1.5350 aux_loss:0.0029 train_time:16647568ms step_avg:721.45ms
step:23086/40500 train_loss:1.5731 aux_loss:0.0028 train_time:16648287ms step_avg:721.45ms
step:23087/40500 train_loss:1.6059 aux_loss:0.0027 train_time:16649004ms step_avg:721.45ms
step:23088/40500 train_loss:1.5784 aux_loss:0.0027 train_time:16649721ms step_avg:721.45ms
step:23089/40500 train_loss:1.5523 aux_loss:0.0027 train_time:16650437ms step_avg:721.45ms
step:23090/40500 train_loss:1.5717 aux_loss:0.0027 train_time:16651151ms step_avg:721.45ms
step:23091/40500 train_loss:1.5597 aux_loss:0.0028 train_time:16651868ms step_avg:721.45ms
step:23092/40500 train_loss:1.6092 aux_loss:0.0026 train_time:16652587ms step_avg:721.45ms
step:23093/40500 train_loss:1.5817 aux_loss:0.0026 train_time:16653302ms step_avg:721.45ms
step:23094/40500 train_loss:1.5644 aux_loss:0.0025 train_time:16654018ms step_avg:721.45ms
step:23095/40500 train_loss:1.5599 aux_loss:0.0026 train_time:16654735ms step_avg:721.45ms
step:23096/40500 train_loss:1.5800 aux_loss:0.0026 train_time:16655453ms step_avg:721.45ms
step:23097/40500 train_loss:1.6319 aux_loss:0.0025 train_time:16656171ms step_avg:721.45ms
step:23098/40500 train_loss:1.5540 aux_loss:0.0028 train_time:16656886ms step_avg:721.45ms
step:23099/40500 train_loss:1.5903 aux_loss:0.0026 train_time:16657601ms step_avg:721.45ms
step:23100/40500 train_loss:1.5391 aux_loss:0.0026 train_time:16658317ms step_avg:721.45ms
step:23101/40500 train_loss:1.5370 aux_loss:0.0026 train_time:16659034ms step_avg:721.45ms
step:23102/40500 train_loss:1.5893 aux_loss:0.0029 train_time:16659752ms step_avg:721.45ms
step:23103/40500 train_loss:1.6514 aux_loss:0.0033 train_time:16660469ms step_avg:721.45ms
step:23104/40500 train_loss:1.5789 aux_loss:0.0026 train_time:16661187ms step_avg:721.45ms
step:23105/40500 train_loss:1.5750 aux_loss:0.0026 train_time:16661905ms step_avg:721.45ms
step:23106/40500 train_loss:1.5349 aux_loss:0.0026 train_time:16662620ms step_avg:721.45ms
step:23107/40500 train_loss:1.6315 aux_loss:0.0025 train_time:16663337ms step_avg:721.45ms
step:23108/40500 train_loss:1.5382 aux_loss:0.0027 train_time:16664054ms step_avg:721.45ms
step:23109/40500 train_loss:1.5499 aux_loss:0.0026 train_time:16664772ms step_avg:721.45ms
step:23110/40500 train_loss:1.5839 aux_loss:0.0025 train_time:16665490ms step_avg:721.45ms
step:23111/40500 train_loss:1.6102 aux_loss:0.0028 train_time:16666207ms step_avg:721.45ms
step:23112/40500 train_loss:1.5692 aux_loss:0.0029 train_time:16666922ms step_avg:721.45ms
step:23113/40500 train_loss:1.6064 aux_loss:0.0028 train_time:16667639ms step_avg:721.45ms
step:23114/40500 train_loss:1.5683 aux_loss:0.0027 train_time:16668355ms step_avg:721.45ms
step:23115/40500 train_loss:1.6236 aux_loss:0.0028 train_time:16669070ms step_avg:721.45ms
step:23116/40500 train_loss:1.6213 aux_loss:0.0029 train_time:16669787ms step_avg:721.45ms
step:23117/40500 train_loss:1.5781 aux_loss:0.0026 train_time:16670503ms step_avg:721.45ms
step:23118/40500 train_loss:1.5615 aux_loss:0.0025 train_time:16671221ms step_avg:721.45ms
step:23119/40500 train_loss:1.6535 aux_loss:0.0026 train_time:16671936ms step_avg:721.45ms
step:23120/40500 train_loss:1.6168 aux_loss:0.0025 train_time:16672653ms step_avg:721.45ms
step:23121/40500 train_loss:1.5260 aux_loss:0.0029 train_time:16673369ms step_avg:721.45ms
step:23122/40500 train_loss:1.5407 aux_loss:0.0028 train_time:16674084ms step_avg:721.45ms
step:23123/40500 train_loss:1.6250 aux_loss:0.0028 train_time:16674801ms step_avg:721.45ms
step:23124/40500 train_loss:1.5623 aux_loss:0.0027 train_time:16675519ms step_avg:721.45ms
step:23125/40500 train_loss:1.5750 aux_loss:0.0027 train_time:16676235ms step_avg:721.45ms
step:23126/40500 train_loss:1.5296 aux_loss:0.0025 train_time:16676951ms step_avg:721.45ms
step:23127/40500 train_loss:1.6460 aux_loss:0.0026 train_time:16677668ms step_avg:721.45ms
step:23128/40500 train_loss:1.5792 aux_loss:0.0026 train_time:16678386ms step_avg:721.45ms
step:23129/40500 train_loss:1.6105 aux_loss:0.0027 train_time:16679102ms step_avg:721.45ms
step:23130/40500 train_loss:1.6528 aux_loss:0.0034 train_time:16679822ms step_avg:721.45ms
step:23131/40500 train_loss:1.5552 aux_loss:0.0032 train_time:16680538ms step_avg:721.45ms
step:23132/40500 train_loss:1.5667 aux_loss:0.0029 train_time:16681256ms step_avg:721.45ms
step:23133/40500 train_loss:1.6017 aux_loss:0.0026 train_time:16681972ms step_avg:721.44ms
step:23134/40500 train_loss:1.5314 aux_loss:0.0025 train_time:16682691ms step_avg:721.44ms
step:23135/40500 train_loss:1.5041 aux_loss:0.0025 train_time:16683407ms step_avg:721.44ms
step:23136/40500 train_loss:1.5953 aux_loss:0.0028 train_time:16684124ms step_avg:721.44ms
step:23137/40500 train_loss:1.5700 aux_loss:0.0027 train_time:16684841ms step_avg:721.44ms
step:23138/40500 train_loss:1.6054 aux_loss:0.0026 train_time:16685558ms step_avg:721.44ms
step:23139/40500 train_loss:1.5331 aux_loss:0.0027 train_time:16686274ms step_avg:721.44ms
step:23140/40500 train_loss:1.6144 aux_loss:0.0026 train_time:16686991ms step_avg:721.44ms
step:23141/40500 train_loss:1.5290 aux_loss:0.0025 train_time:16687707ms step_avg:721.44ms
step:23142/40500 train_loss:1.5240 aux_loss:0.0025 train_time:16688424ms step_avg:721.44ms
step:23143/40500 train_loss:1.5442 aux_loss:0.0039 train_time:16689141ms step_avg:721.44ms
step:23144/40500 train_loss:1.5597 aux_loss:0.0027 train_time:16689860ms step_avg:721.44ms
step:23145/40500 train_loss:1.5964 aux_loss:0.0027 train_time:16690577ms step_avg:721.44ms
step:23146/40500 train_loss:1.6389 aux_loss:0.0032 train_time:16691293ms step_avg:721.44ms
step:23147/40500 train_loss:1.6330 aux_loss:0.0028 train_time:16692008ms step_avg:721.44ms
step:23148/40500 train_loss:1.5302 aux_loss:0.0029 train_time:16692723ms step_avg:721.44ms
step:23149/40500 train_loss:1.5847 aux_loss:0.0030 train_time:16693440ms step_avg:721.44ms
step:23150/40500 train_loss:1.6092 aux_loss:0.0025 train_time:16694158ms step_avg:721.44ms
step:23151/40500 train_loss:1.6071 aux_loss:0.0025 train_time:16694874ms step_avg:721.44ms
step:23152/40500 train_loss:1.5675 aux_loss:0.0025 train_time:16695594ms step_avg:721.44ms
step:23153/40500 train_loss:1.5900 aux_loss:0.0025 train_time:16696314ms step_avg:721.44ms
step:23154/40500 train_loss:1.5680 aux_loss:0.0026 train_time:16697032ms step_avg:721.44ms
step:23155/40500 train_loss:1.5689 aux_loss:0.0026 train_time:16697748ms step_avg:721.44ms
step:23156/40500 train_loss:1.6733 aux_loss:0.0028 train_time:16698466ms step_avg:721.44ms
step:23157/40500 train_loss:1.6068 aux_loss:0.0026 train_time:16699182ms step_avg:721.44ms
step:23158/40500 train_loss:1.6213 aux_loss:0.0025 train_time:16699899ms step_avg:721.44ms
step:23159/40500 train_loss:1.5362 aux_loss:0.0026 train_time:16700615ms step_avg:721.44ms
step:23160/40500 train_loss:1.6024 aux_loss:0.0025 train_time:16701333ms step_avg:721.44ms
step:23161/40500 train_loss:1.5561 aux_loss:0.0029 train_time:16702050ms step_avg:721.44ms
step:23162/40500 train_loss:1.5892 aux_loss:0.0031 train_time:16702767ms step_avg:721.44ms
step:23163/40500 train_loss:1.6245 aux_loss:0.0029 train_time:16703482ms step_avg:721.44ms
step:23164/40500 train_loss:1.5456 aux_loss:0.0027 train_time:16704197ms step_avg:721.44ms
step:23165/40500 train_loss:1.6542 aux_loss:0.0027 train_time:16704914ms step_avg:721.44ms
step:23166/40500 train_loss:1.6492 aux_loss:0.0026 train_time:16705632ms step_avg:721.44ms
step:23167/40500 train_loss:1.5528 aux_loss:0.0025 train_time:16706350ms step_avg:721.44ms
step:23168/40500 train_loss:1.6038 aux_loss:0.0024 train_time:16707066ms step_avg:721.44ms
step:23169/40500 train_loss:1.5748 aux_loss:0.0026 train_time:16707782ms step_avg:721.44ms
step:23170/40500 train_loss:1.5659 aux_loss:0.0027 train_time:16708498ms step_avg:721.44ms
step:23171/40500 train_loss:1.5504 aux_loss:0.0027 train_time:16709216ms step_avg:721.44ms
step:23172/40500 train_loss:1.5780 aux_loss:0.0029 train_time:16709932ms step_avg:721.44ms
step:23173/40500 train_loss:1.5882 aux_loss:0.0027 train_time:16710649ms step_avg:721.44ms
step:23174/40500 train_loss:1.5759 aux_loss:0.0032 train_time:16711365ms step_avg:721.44ms
step:23175/40500 train_loss:1.6346 aux_loss:0.0026 train_time:16712081ms step_avg:721.44ms
step:23176/40500 train_loss:1.5757 aux_loss:0.0030 train_time:16712797ms step_avg:721.44ms
step:23177/40500 train_loss:1.5806 aux_loss:0.0026 train_time:16713514ms step_avg:721.44ms
step:23178/40500 train_loss:1.6570 aux_loss:0.0029 train_time:16714229ms step_avg:721.44ms
step:23179/40500 train_loss:1.5844 aux_loss:0.0027 train_time:16714948ms step_avg:721.44ms
step:23180/40500 train_loss:1.6004 aux_loss:0.0029 train_time:16715664ms step_avg:721.44ms
step:23181/40500 train_loss:1.6132 aux_loss:0.0026 train_time:16716382ms step_avg:721.44ms
step:23182/40500 train_loss:1.5765 aux_loss:0.0046 train_time:16717098ms step_avg:721.44ms
step:23183/40500 train_loss:1.5936 aux_loss:0.0027 train_time:16717815ms step_avg:721.44ms
step:23184/40500 train_loss:1.5688 aux_loss:0.0027 train_time:16718531ms step_avg:721.43ms
step:23185/40500 train_loss:1.5296 aux_loss:0.0028 train_time:16719249ms step_avg:721.43ms
step:23186/40500 train_loss:1.5532 aux_loss:0.0029 train_time:16719963ms step_avg:721.43ms
step:23187/40500 train_loss:1.6207 aux_loss:0.0031 train_time:16720681ms step_avg:721.43ms
step:23188/40500 train_loss:1.5816 aux_loss:0.0028 train_time:16721396ms step_avg:721.43ms
step:23189/40500 train_loss:1.5721 aux_loss:0.0031 train_time:16722112ms step_avg:721.43ms
step:23190/40500 train_loss:1.5743 aux_loss:0.0026 train_time:16722829ms step_avg:721.43ms
step:23191/40500 train_loss:1.5432 aux_loss:0.0026 train_time:16723547ms step_avg:721.43ms
step:23192/40500 train_loss:1.6219 aux_loss:0.0028 train_time:16724264ms step_avg:721.43ms
step:23193/40500 train_loss:1.5922 aux_loss:0.0026 train_time:16724981ms step_avg:721.43ms
step:23194/40500 train_loss:1.5481 aux_loss:0.0028 train_time:16725696ms step_avg:721.43ms
step:23195/40500 train_loss:1.6168 aux_loss:0.0026 train_time:16726411ms step_avg:721.43ms
step:23196/40500 train_loss:1.5997 aux_loss:0.0028 train_time:16727128ms step_avg:721.43ms
step:23197/40500 train_loss:1.6190 aux_loss:0.0028 train_time:16727842ms step_avg:721.43ms
step:23198/40500 train_loss:1.5376 aux_loss:0.0027 train_time:16728558ms step_avg:721.43ms
step:23199/40500 train_loss:1.6237 aux_loss:0.0031 train_time:16729273ms step_avg:721.43ms
step:23200/40500 train_loss:1.6039 aux_loss:0.0026 train_time:16729990ms step_avg:721.43ms
step:23201/40500 train_loss:1.5903 aux_loss:0.0028 train_time:16730706ms step_avg:721.43ms
step:23202/40500 train_loss:1.5496 aux_loss:0.0026 train_time:16731422ms step_avg:721.43ms
step:23203/40500 train_loss:1.5927 aux_loss:0.0027 train_time:16732138ms step_avg:721.43ms
step:23204/40500 train_loss:1.5904 aux_loss:0.0029 train_time:16732855ms step_avg:721.43ms
step:23205/40500 train_loss:1.6279 aux_loss:0.0027 train_time:16733572ms step_avg:721.43ms
step:23206/40500 train_loss:1.5441 aux_loss:0.0027 train_time:16734287ms step_avg:721.43ms
step:23207/40500 train_loss:1.6357 aux_loss:0.0028 train_time:16735004ms step_avg:721.43ms
step:23208/40500 train_loss:1.6146 aux_loss:0.0028 train_time:16735720ms step_avg:721.43ms
step:23209/40500 train_loss:1.5176 aux_loss:0.0027 train_time:16736436ms step_avg:721.43ms
step:23210/40500 train_loss:1.5508 aux_loss:0.0025 train_time:16737151ms step_avg:721.43ms
step:23211/40500 train_loss:1.5680 aux_loss:0.0026 train_time:16737869ms step_avg:721.43ms
step:23212/40500 train_loss:1.6047 aux_loss:0.0026 train_time:16738585ms step_avg:721.43ms
step:23213/40500 train_loss:1.5826 aux_loss:0.0027 train_time:16739302ms step_avg:721.43ms
step:23214/40500 train_loss:1.5929 aux_loss:0.0027 train_time:16740018ms step_avg:721.43ms
step:23215/40500 train_loss:1.5368 aux_loss:0.0027 train_time:16740736ms step_avg:721.43ms
step:23216/40500 train_loss:1.5962 aux_loss:0.0026 train_time:16741452ms step_avg:721.43ms
step:23217/40500 train_loss:1.6130 aux_loss:0.0028 train_time:16742170ms step_avg:721.43ms
step:23218/40500 train_loss:1.5898 aux_loss:0.0030 train_time:16742887ms step_avg:721.43ms
step:23219/40500 train_loss:1.6036 aux_loss:0.0030 train_time:16743604ms step_avg:721.43ms
step:23220/40500 train_loss:1.6208 aux_loss:0.0027 train_time:16744319ms step_avg:721.43ms
step:23221/40500 train_loss:1.5577 aux_loss:0.0026 train_time:16745038ms step_avg:721.43ms
step:23222/40500 train_loss:1.6229 aux_loss:0.0039 train_time:16745754ms step_avg:721.43ms
step:23223/40500 train_loss:1.5891 aux_loss:0.0028 train_time:16746471ms step_avg:721.43ms
step:23224/40500 train_loss:1.6225 aux_loss:0.0035 train_time:16747188ms step_avg:721.43ms
step:23225/40500 train_loss:1.5763 aux_loss:0.0028 train_time:16747905ms step_avg:721.43ms
step:23226/40500 train_loss:1.6344 aux_loss:0.0028 train_time:16748624ms step_avg:721.43ms
step:23227/40500 train_loss:1.5418 aux_loss:0.0027 train_time:16749342ms step_avg:721.43ms
step:23228/40500 train_loss:1.5540 aux_loss:0.0025 train_time:16750058ms step_avg:721.43ms
step:23229/40500 train_loss:1.5570 aux_loss:0.0026 train_time:16750774ms step_avg:721.43ms
step:23230/40500 train_loss:1.5580 aux_loss:0.0028 train_time:16751491ms step_avg:721.43ms
step:23231/40500 train_loss:1.6174 aux_loss:0.0027 train_time:16752207ms step_avg:721.42ms
step:23232/40500 train_loss:1.5979 aux_loss:0.0027 train_time:16752923ms step_avg:721.42ms
step:23233/40500 train_loss:1.5894 aux_loss:0.0028 train_time:16753640ms step_avg:721.42ms
step:23234/40500 train_loss:1.6102 aux_loss:0.0026 train_time:16754357ms step_avg:721.42ms
step:23235/40500 train_loss:1.6224 aux_loss:0.0027 train_time:16755072ms step_avg:721.42ms
step:23236/40500 train_loss:1.5749 aux_loss:0.0027 train_time:16755789ms step_avg:721.42ms
step:23237/40500 train_loss:1.5477 aux_loss:0.0028 train_time:16756505ms step_avg:721.42ms
step:23238/40500 train_loss:1.5727 aux_loss:0.0030 train_time:16757223ms step_avg:721.42ms
step:23239/40500 train_loss:1.5668 aux_loss:0.0027 train_time:16757938ms step_avg:721.42ms
step:23240/40500 train_loss:1.6270 aux_loss:0.0026 train_time:16758654ms step_avg:721.42ms
step:23241/40500 train_loss:1.5847 aux_loss:0.0026 train_time:16759373ms step_avg:721.42ms
step:23242/40500 train_loss:1.6109 aux_loss:0.0029 train_time:16760090ms step_avg:721.42ms
step:23243/40500 train_loss:1.5917 aux_loss:0.0025 train_time:16760805ms step_avg:721.42ms
step:23244/40500 train_loss:1.6181 aux_loss:0.0025 train_time:16761522ms step_avg:721.42ms
step:23245/40500 train_loss:1.6296 aux_loss:0.0026 train_time:16762238ms step_avg:721.42ms
step:23246/40500 train_loss:1.5364 aux_loss:0.0029 train_time:16762954ms step_avg:721.42ms
step:23247/40500 train_loss:1.6507 aux_loss:0.0028 train_time:16763670ms step_avg:721.42ms
step:23248/40500 train_loss:1.5647 aux_loss:0.0027 train_time:16764387ms step_avg:721.42ms
step:23249/40500 train_loss:1.6237 aux_loss:0.0026 train_time:16765103ms step_avg:721.42ms
step:23250/40500 train_loss:1.5857 aux_loss:0.0026 train_time:16765820ms step_avg:721.42ms
step:23251/40500 train_loss:1.5671 aux_loss:0.0028 train_time:16766537ms step_avg:721.42ms
step:23252/40500 train_loss:1.6034 aux_loss:0.0028 train_time:16767254ms step_avg:721.42ms
step:23253/40500 train_loss:1.5920 aux_loss:0.0029 train_time:16767970ms step_avg:721.42ms
step:23254/40500 train_loss:1.5709 aux_loss:0.0026 train_time:16768686ms step_avg:721.42ms
step:23255/40500 train_loss:1.5592 aux_loss:0.0027 train_time:16769401ms step_avg:721.42ms
step:23256/40500 train_loss:1.5769 aux_loss:0.0026 train_time:16770118ms step_avg:721.42ms
step:23257/40500 train_loss:1.6098 aux_loss:0.0029 train_time:16770835ms step_avg:721.42ms
step:23258/40500 train_loss:1.5861 aux_loss:0.0026 train_time:16771550ms step_avg:721.42ms
step:23259/40500 train_loss:1.5673 aux_loss:0.0027 train_time:16772267ms step_avg:721.42ms
step:23260/40500 train_loss:1.5725 aux_loss:0.0030 train_time:16772985ms step_avg:721.42ms
step:23261/40500 train_loss:1.5676 aux_loss:0.0027 train_time:16773701ms step_avg:721.42ms
step:23262/40500 train_loss:1.6217 aux_loss:0.0027 train_time:16774417ms step_avg:721.42ms
step:23263/40500 train_loss:1.5858 aux_loss:0.0027 train_time:16775134ms step_avg:721.42ms
step:23264/40500 train_loss:1.6098 aux_loss:0.0030 train_time:16775849ms step_avg:721.42ms
step:23265/40500 train_loss:1.5656 aux_loss:0.0027 train_time:16776565ms step_avg:721.42ms
step:23266/40500 train_loss:1.6067 aux_loss:0.0028 train_time:16777284ms step_avg:721.42ms
step:23267/40500 train_loss:1.6151 aux_loss:0.0026 train_time:16778000ms step_avg:721.42ms
step:23268/40500 train_loss:1.5752 aux_loss:0.0027 train_time:16778716ms step_avg:721.42ms
step:23269/40500 train_loss:1.5940 aux_loss:0.0026 train_time:16779433ms step_avg:721.42ms
step:23270/40500 train_loss:1.5666 aux_loss:0.0030 train_time:16780149ms step_avg:721.42ms
step:23271/40500 train_loss:1.5979 aux_loss:0.0027 train_time:16780866ms step_avg:721.42ms
step:23272/40500 train_loss:1.5794 aux_loss:0.0034 train_time:16781583ms step_avg:721.42ms
step:23273/40500 train_loss:1.6024 aux_loss:0.0027 train_time:16782299ms step_avg:721.42ms
step:23274/40500 train_loss:1.5729 aux_loss:0.0037 train_time:16783015ms step_avg:721.42ms
step:23275/40500 train_loss:1.6287 aux_loss:0.0030 train_time:16783732ms step_avg:721.42ms
step:23276/40500 train_loss:1.5597 aux_loss:0.0029 train_time:16784449ms step_avg:721.42ms
step:23277/40500 train_loss:1.6690 aux_loss:0.0026 train_time:16785166ms step_avg:721.42ms
step:23278/40500 train_loss:1.5920 aux_loss:0.0025 train_time:16785884ms step_avg:721.41ms
step:23279/40500 train_loss:1.5400 aux_loss:0.0027 train_time:16786602ms step_avg:721.41ms
step:23280/40500 train_loss:1.6290 aux_loss:0.0028 train_time:16787318ms step_avg:721.41ms
step:23281/40500 train_loss:1.5749 aux_loss:0.0028 train_time:16788031ms step_avg:721.41ms
step:23282/40500 train_loss:1.6103 aux_loss:0.0029 train_time:16788748ms step_avg:721.41ms
step:23283/40500 train_loss:1.6093 aux_loss:0.0027 train_time:16789466ms step_avg:721.41ms
step:23284/40500 train_loss:1.5881 aux_loss:0.0028 train_time:16790180ms step_avg:721.41ms
step:23285/40500 train_loss:1.5438 aux_loss:0.0028 train_time:16790896ms step_avg:721.41ms
step:23286/40500 train_loss:1.5853 aux_loss:0.0029 train_time:16791615ms step_avg:721.41ms
step:23287/40500 train_loss:1.5876 aux_loss:0.0028 train_time:16792332ms step_avg:721.41ms
step:23288/40500 train_loss:1.6119 aux_loss:0.0027 train_time:16793047ms step_avg:721.41ms
step:23289/40500 train_loss:1.5274 aux_loss:0.0026 train_time:16793763ms step_avg:721.41ms
step:23290/40500 train_loss:1.5596 aux_loss:0.0027 train_time:16794480ms step_avg:721.41ms
step:23291/40500 train_loss:1.6689 aux_loss:0.0026 train_time:16795197ms step_avg:721.41ms
step:23292/40500 train_loss:1.6021 aux_loss:0.0026 train_time:16795914ms step_avg:721.41ms
step:23293/40500 train_loss:1.5739 aux_loss:0.0027 train_time:16796631ms step_avg:721.41ms
step:23294/40500 train_loss:1.5720 aux_loss:0.0029 train_time:16797348ms step_avg:721.41ms
step:23295/40500 train_loss:1.6123 aux_loss:0.0028 train_time:16798065ms step_avg:721.41ms
step:23296/40500 train_loss:1.5372 aux_loss:0.0027 train_time:16798784ms step_avg:721.41ms
step:23297/40500 train_loss:1.5371 aux_loss:0.0029 train_time:16799501ms step_avg:721.41ms
step:23298/40500 train_loss:1.5742 aux_loss:0.0027 train_time:16800217ms step_avg:721.41ms
step:23299/40500 train_loss:1.5952 aux_loss:0.0028 train_time:16800933ms step_avg:721.41ms
step:23300/40500 train_loss:1.5778 aux_loss:0.0029 train_time:16801651ms step_avg:721.41ms
step:23301/40500 train_loss:1.5794 aux_loss:0.0028 train_time:16802368ms step_avg:721.41ms
step:23302/40500 train_loss:1.6224 aux_loss:0.0027 train_time:16803086ms step_avg:721.41ms
step:23303/40500 train_loss:1.6444 aux_loss:0.0028 train_time:16803801ms step_avg:721.41ms
step:23304/40500 train_loss:1.6457 aux_loss:0.0028 train_time:16804519ms step_avg:721.41ms
step:23305/40500 train_loss:1.6197 aux_loss:0.0027 train_time:16805234ms step_avg:721.41ms
step:23306/40500 train_loss:1.6006 aux_loss:0.0027 train_time:16805952ms step_avg:721.41ms
step:23307/40500 train_loss:1.6679 aux_loss:0.0028 train_time:16806669ms step_avg:721.41ms
step:23308/40500 train_loss:1.6437 aux_loss:0.0029 train_time:16807386ms step_avg:721.41ms
step:23309/40500 train_loss:1.6052 aux_loss:0.0027 train_time:16808101ms step_avg:721.41ms
step:23310/40500 train_loss:1.6171 aux_loss:0.0026 train_time:16808817ms step_avg:721.41ms
step:23311/40500 train_loss:1.5478 aux_loss:0.0027 train_time:16809535ms step_avg:721.41ms
step:23312/40500 train_loss:1.6182 aux_loss:0.0027 train_time:16810251ms step_avg:721.41ms
step:23313/40500 train_loss:1.6517 aux_loss:0.0027 train_time:16810968ms step_avg:721.41ms
step:23314/40500 train_loss:1.5617 aux_loss:0.0026 train_time:16811685ms step_avg:721.41ms
step:23315/40500 train_loss:1.5762 aux_loss:0.0027 train_time:16812401ms step_avg:721.41ms
step:23316/40500 train_loss:1.5830 aux_loss:0.0027 train_time:16813118ms step_avg:721.41ms
step:23317/40500 train_loss:1.5885 aux_loss:0.0027 train_time:16813835ms step_avg:721.41ms
step:23318/40500 train_loss:1.5917 aux_loss:0.0027 train_time:16814551ms step_avg:721.41ms
step:23319/40500 train_loss:1.5206 aux_loss:0.0027 train_time:16815269ms step_avg:721.41ms
step:23320/40500 train_loss:1.5755 aux_loss:0.0028 train_time:16815985ms step_avg:721.41ms
step:23321/40500 train_loss:1.5750 aux_loss:0.0026 train_time:16816703ms step_avg:721.41ms
step:23322/40500 train_loss:1.5893 aux_loss:0.0026 train_time:16817419ms step_avg:721.41ms
step:23323/40500 train_loss:1.5512 aux_loss:0.0026 train_time:16818135ms step_avg:721.41ms
step:23324/40500 train_loss:1.5697 aux_loss:0.0027 train_time:16818850ms step_avg:721.41ms
step:23325/40500 train_loss:1.5900 aux_loss:0.0026 train_time:16819566ms step_avg:721.41ms
step:23326/40500 train_loss:1.5442 aux_loss:0.0026 train_time:16820283ms step_avg:721.41ms
step:23327/40500 train_loss:1.5808 aux_loss:0.0027 train_time:16821001ms step_avg:721.41ms
step:23328/40500 train_loss:1.6260 aux_loss:0.0033 train_time:16821718ms step_avg:721.40ms
step:23329/40500 train_loss:1.5494 aux_loss:0.0026 train_time:16822437ms step_avg:721.40ms
step:23330/40500 train_loss:1.5648 aux_loss:0.0027 train_time:16823151ms step_avg:721.40ms
step:23331/40500 train_loss:1.5915 aux_loss:0.0027 train_time:16823868ms step_avg:721.40ms
step:23332/40500 train_loss:1.6320 aux_loss:0.0029 train_time:16824585ms step_avg:721.40ms
step:23333/40500 train_loss:1.5378 aux_loss:0.0033 train_time:16825303ms step_avg:721.40ms
step:23334/40500 train_loss:1.6403 aux_loss:0.0028 train_time:16826019ms step_avg:721.40ms
step:23335/40500 train_loss:1.6086 aux_loss:0.0029 train_time:16826738ms step_avg:721.40ms
step:23336/40500 train_loss:1.5947 aux_loss:0.0028 train_time:16827457ms step_avg:721.40ms
step:23337/40500 train_loss:1.6255 aux_loss:0.0027 train_time:16828172ms step_avg:721.40ms
step:23338/40500 train_loss:1.5842 aux_loss:0.0028 train_time:16828887ms step_avg:721.40ms
step:23339/40500 train_loss:1.5647 aux_loss:0.0027 train_time:16829603ms step_avg:721.40ms
step:23340/40500 train_loss:1.5512 aux_loss:0.0027 train_time:16830319ms step_avg:721.40ms
step:23341/40500 train_loss:1.6097 aux_loss:0.0026 train_time:16831036ms step_avg:721.40ms
step:23342/40500 train_loss:1.5695 aux_loss:0.0026 train_time:16831754ms step_avg:721.40ms
step:23343/40500 train_loss:1.5191 aux_loss:0.0028 train_time:16832471ms step_avg:721.40ms
step:23344/40500 train_loss:1.5903 aux_loss:0.0028 train_time:16833187ms step_avg:721.40ms
step:23345/40500 train_loss:1.5950 aux_loss:0.0027 train_time:16833904ms step_avg:721.40ms
step:23346/40500 train_loss:1.6447 aux_loss:0.0027 train_time:16834620ms step_avg:721.40ms
step:23347/40500 train_loss:1.6143 aux_loss:0.0027 train_time:16835337ms step_avg:721.40ms
step:23348/40500 train_loss:1.6009 aux_loss:0.0033 train_time:16836051ms step_avg:721.40ms
step:23349/40500 train_loss:1.5705 aux_loss:0.0027 train_time:16836769ms step_avg:721.40ms
step:23350/40500 train_loss:1.6566 aux_loss:0.0027 train_time:16837485ms step_avg:721.40ms
step:23351/40500 train_loss:1.5719 aux_loss:0.0028 train_time:16838201ms step_avg:721.40ms
step:23352/40500 train_loss:1.5514 aux_loss:0.0026 train_time:16838919ms step_avg:721.40ms
step:23353/40500 train_loss:1.5868 aux_loss:0.0027 train_time:16839637ms step_avg:721.40ms
step:23354/40500 train_loss:1.5906 aux_loss:0.0028 train_time:16840353ms step_avg:721.40ms
step:23355/40500 train_loss:1.6124 aux_loss:0.0027 train_time:16841067ms step_avg:721.40ms
step:23356/40500 train_loss:1.6090 aux_loss:0.0026 train_time:16841784ms step_avg:721.40ms
step:23357/40500 train_loss:1.6082 aux_loss:0.0027 train_time:16842496ms step_avg:721.40ms
step:23358/40500 train_loss:1.5940 aux_loss:0.0025 train_time:16843213ms step_avg:721.40ms
step:23359/40500 train_loss:1.5655 aux_loss:0.0027 train_time:16843932ms step_avg:721.40ms
step:23360/40500 train_loss:1.5682 aux_loss:0.0028 train_time:16844649ms step_avg:721.40ms
step:23361/40500 train_loss:1.6068 aux_loss:0.0028 train_time:16845364ms step_avg:721.40ms
step:23362/40500 train_loss:1.6100 aux_loss:0.0027 train_time:16846081ms step_avg:721.40ms
step:23363/40500 train_loss:1.5775 aux_loss:0.0028 train_time:16846801ms step_avg:721.40ms
step:23364/40500 train_loss:1.5881 aux_loss:0.0026 train_time:16847517ms step_avg:721.40ms
step:23365/40500 train_loss:1.6006 aux_loss:0.0028 train_time:16848234ms step_avg:721.40ms
step:23366/40500 train_loss:1.5826 aux_loss:0.0029 train_time:16848951ms step_avg:721.40ms
step:23367/40500 train_loss:1.5648 aux_loss:0.0027 train_time:16849665ms step_avg:721.40ms
step:23368/40500 train_loss:1.5785 aux_loss:0.0027 train_time:16850383ms step_avg:721.40ms
step:23369/40500 train_loss:1.6333 aux_loss:0.0033 train_time:16851100ms step_avg:721.40ms
step:23370/40500 train_loss:1.6000 aux_loss:0.0026 train_time:16851815ms step_avg:721.40ms
step:23371/40500 train_loss:1.5545 aux_loss:0.0028 train_time:16852530ms step_avg:721.40ms
step:23372/40500 train_loss:1.6064 aux_loss:0.0028 train_time:16853248ms step_avg:721.40ms
step:23373/40500 train_loss:1.5891 aux_loss:0.0028 train_time:16853966ms step_avg:721.40ms
step:23374/40500 train_loss:1.5316 aux_loss:0.0028 train_time:16854680ms step_avg:721.40ms
step:23375/40500 train_loss:1.6145 aux_loss:0.0025 train_time:16855397ms step_avg:721.40ms
step:23376/40500 train_loss:1.6025 aux_loss:0.0031 train_time:16856115ms step_avg:721.39ms
step:23377/40500 train_loss:1.6217 aux_loss:0.0026 train_time:16856831ms step_avg:721.39ms
step:23378/40500 train_loss:1.5907 aux_loss:0.0025 train_time:16857546ms step_avg:721.39ms
step:23379/40500 train_loss:1.6002 aux_loss:0.0025 train_time:16858266ms step_avg:721.39ms
step:23380/40500 train_loss:1.6129 aux_loss:0.0027 train_time:16858981ms step_avg:721.39ms
step:23381/40500 train_loss:1.5707 aux_loss:0.0026 train_time:16859699ms step_avg:721.39ms
step:23382/40500 train_loss:1.6517 aux_loss:0.0028 train_time:16860417ms step_avg:721.39ms
step:23383/40500 train_loss:1.5764 aux_loss:0.0027 train_time:16861134ms step_avg:721.39ms
step:23384/40500 train_loss:1.5870 aux_loss:0.0026 train_time:16861851ms step_avg:721.39ms
step:23385/40500 train_loss:1.5564 aux_loss:0.0026 train_time:16862570ms step_avg:721.39ms
step:23386/40500 train_loss:1.6146 aux_loss:0.0027 train_time:16863285ms step_avg:721.39ms
step:23387/40500 train_loss:1.5443 aux_loss:0.0025 train_time:16864002ms step_avg:721.39ms
step:23388/40500 train_loss:1.6003 aux_loss:0.0026 train_time:16864718ms step_avg:721.39ms
step:23389/40500 train_loss:1.6277 aux_loss:0.0026 train_time:16865435ms step_avg:721.39ms
step:23390/40500 train_loss:1.6151 aux_loss:0.0026 train_time:16866152ms step_avg:721.39ms
step:23391/40500 train_loss:1.6549 aux_loss:0.0028 train_time:16866871ms step_avg:721.39ms
step:23392/40500 train_loss:1.5806 aux_loss:0.0026 train_time:16867588ms step_avg:721.39ms
step:23393/40500 train_loss:1.6122 aux_loss:0.0026 train_time:16868305ms step_avg:721.39ms
step:23394/40500 train_loss:1.5149 aux_loss:0.0026 train_time:16869022ms step_avg:721.39ms
step:23395/40500 train_loss:1.5883 aux_loss:0.0026 train_time:16869739ms step_avg:721.39ms
step:23396/40500 train_loss:1.5999 aux_loss:0.0029 train_time:16870453ms step_avg:721.39ms
step:23397/40500 train_loss:1.6172 aux_loss:0.0027 train_time:16871170ms step_avg:721.39ms
step:23398/40500 train_loss:1.5768 aux_loss:0.0028 train_time:16871888ms step_avg:721.39ms
step:23399/40500 train_loss:1.5802 aux_loss:0.0026 train_time:16872604ms step_avg:721.39ms
step:23400/40500 train_loss:1.5981 aux_loss:0.0030 train_time:16873318ms step_avg:721.39ms
step:23401/40500 train_loss:1.5727 aux_loss:0.0028 train_time:16874036ms step_avg:721.39ms
step:23402/40500 train_loss:1.6207 aux_loss:0.0027 train_time:16874751ms step_avg:721.39ms
step:23403/40500 train_loss:1.6342 aux_loss:0.0037 train_time:16875468ms step_avg:721.39ms
step:23404/40500 train_loss:1.6127 aux_loss:0.0028 train_time:16876185ms step_avg:721.39ms
step:23405/40500 train_loss:1.6147 aux_loss:0.0028 train_time:16876900ms step_avg:721.39ms
step:23406/40500 train_loss:1.5767 aux_loss:0.0028 train_time:16877617ms step_avg:721.39ms
step:23407/40500 train_loss:1.5836 aux_loss:0.0026 train_time:16878333ms step_avg:721.39ms
step:23408/40500 train_loss:1.5695 aux_loss:0.0027 train_time:16879050ms step_avg:721.39ms
step:23409/40500 train_loss:1.5416 aux_loss:0.0027 train_time:16879766ms step_avg:721.39ms
step:23410/40500 train_loss:1.6073 aux_loss:0.0027 train_time:16880484ms step_avg:721.39ms
step:23411/40500 train_loss:1.6446 aux_loss:0.0028 train_time:16881199ms step_avg:721.39ms
step:23412/40500 train_loss:1.6339 aux_loss:0.0026 train_time:16881917ms step_avg:721.39ms
step:23413/40500 train_loss:1.5732 aux_loss:0.0027 train_time:16882633ms step_avg:721.39ms
step:23414/40500 train_loss:1.6145 aux_loss:0.0026 train_time:16883350ms step_avg:721.39ms
step:23415/40500 train_loss:1.5948 aux_loss:0.0026 train_time:16884067ms step_avg:721.39ms
step:23416/40500 train_loss:1.5928 aux_loss:0.0054 train_time:16884784ms step_avg:721.39ms
step:23417/40500 train_loss:1.6035 aux_loss:0.0028 train_time:16885501ms step_avg:721.39ms
step:23418/40500 train_loss:1.6090 aux_loss:0.0027 train_time:16886217ms step_avg:721.39ms
step:23419/40500 train_loss:1.5967 aux_loss:0.0031 train_time:16886934ms step_avg:721.39ms
step:23420/40500 train_loss:1.5198 aux_loss:0.0026 train_time:16887650ms step_avg:721.39ms
step:23421/40500 train_loss:1.5885 aux_loss:0.0026 train_time:16888367ms step_avg:721.39ms
step:23422/40500 train_loss:1.6132 aux_loss:0.0027 train_time:16889085ms step_avg:721.39ms
step:23423/40500 train_loss:1.6421 aux_loss:0.0026 train_time:16889801ms step_avg:721.39ms
step:23424/40500 train_loss:1.5761 aux_loss:0.0025 train_time:16890518ms step_avg:721.39ms
step:23425/40500 train_loss:1.5800 aux_loss:0.0026 train_time:16891236ms step_avg:721.39ms
step:23426/40500 train_loss:1.5480 aux_loss:0.0026 train_time:16891953ms step_avg:721.39ms
step:23427/40500 train_loss:1.5991 aux_loss:0.0027 train_time:16892669ms step_avg:721.38ms
step:23428/40500 train_loss:1.5486 aux_loss:0.0029 train_time:16893385ms step_avg:721.38ms
step:23429/40500 train_loss:1.5968 aux_loss:0.0026 train_time:16894101ms step_avg:721.38ms
step:23430/40500 train_loss:1.5684 aux_loss:0.0028 train_time:16894816ms step_avg:721.38ms
step:23431/40500 train_loss:1.4995 aux_loss:0.0026 train_time:16895533ms step_avg:721.38ms
step:23432/40500 train_loss:1.6137 aux_loss:0.0029 train_time:16896251ms step_avg:721.38ms
step:23433/40500 train_loss:1.5408 aux_loss:0.0027 train_time:16896967ms step_avg:721.38ms
step:23434/40500 train_loss:1.6449 aux_loss:0.0026 train_time:16897683ms step_avg:721.38ms
step:23435/40500 train_loss:1.6077 aux_loss:0.0026 train_time:16898400ms step_avg:721.38ms
step:23436/40500 train_loss:1.5947 aux_loss:0.0027 train_time:16899116ms step_avg:721.38ms
step:23437/40500 train_loss:1.5343 aux_loss:0.0027 train_time:16899834ms step_avg:721.38ms
step:23438/40500 train_loss:1.5874 aux_loss:0.0027 train_time:16900549ms step_avg:721.38ms
step:23439/40500 train_loss:1.5950 aux_loss:0.0026 train_time:16901265ms step_avg:721.38ms
step:23440/40500 train_loss:1.6135 aux_loss:0.0026 train_time:16901981ms step_avg:721.38ms
step:23441/40500 train_loss:1.5830 aux_loss:0.0027 train_time:16902697ms step_avg:721.38ms
step:23442/40500 train_loss:1.5224 aux_loss:0.0026 train_time:16903415ms step_avg:721.38ms
step:23443/40500 train_loss:1.5533 aux_loss:0.0029 train_time:16904132ms step_avg:721.38ms
step:23444/40500 train_loss:1.5997 aux_loss:0.0028 train_time:16904846ms step_avg:721.38ms
step:23445/40500 train_loss:1.5991 aux_loss:0.0030 train_time:16905563ms step_avg:721.38ms
step:23446/40500 train_loss:1.6040 aux_loss:0.0030 train_time:16906280ms step_avg:721.38ms
step:23447/40500 train_loss:1.5638 aux_loss:0.0028 train_time:16906995ms step_avg:721.38ms
step:23448/40500 train_loss:1.6029 aux_loss:0.0028 train_time:16907712ms step_avg:721.38ms
step:23449/40500 train_loss:1.6077 aux_loss:0.0029 train_time:16908429ms step_avg:721.38ms
step:23450/40500 train_loss:1.5615 aux_loss:0.0028 train_time:16909145ms step_avg:721.38ms
step:23451/40500 train_loss:1.6165 aux_loss:0.0027 train_time:16909861ms step_avg:721.38ms
step:23452/40500 train_loss:1.5231 aux_loss:0.0028 train_time:16910579ms step_avg:721.38ms
step:23453/40500 train_loss:1.5700 aux_loss:0.0028 train_time:16911295ms step_avg:721.38ms
step:23454/40500 train_loss:1.5564 aux_loss:0.0028 train_time:16912013ms step_avg:721.38ms
step:23455/40500 train_loss:1.5420 aux_loss:0.0027 train_time:16912730ms step_avg:721.38ms
step:23456/40500 train_loss:1.5812 aux_loss:0.0026 train_time:16913447ms step_avg:721.38ms
step:23457/40500 train_loss:1.5596 aux_loss:0.0026 train_time:16914162ms step_avg:721.38ms
step:23458/40500 train_loss:1.5762 aux_loss:0.0027 train_time:16914879ms step_avg:721.38ms
step:23459/40500 train_loss:1.6042 aux_loss:0.0027 train_time:16915595ms step_avg:721.38ms
step:23460/40500 train_loss:1.5690 aux_loss:0.0027 train_time:16916314ms step_avg:721.38ms
step:23461/40500 train_loss:1.5719 aux_loss:0.0029 train_time:16917029ms step_avg:721.38ms
step:23462/40500 train_loss:1.5588 aux_loss:0.0027 train_time:16917747ms step_avg:721.38ms
step:23463/40500 train_loss:1.5719 aux_loss:0.0026 train_time:16918463ms step_avg:721.38ms
step:23464/40500 train_loss:1.5239 aux_loss:0.0026 train_time:16919181ms step_avg:721.38ms
step:23465/40500 train_loss:1.6647 aux_loss:0.0029 train_time:16919898ms step_avg:721.38ms
step:23466/40500 train_loss:1.6112 aux_loss:0.0026 train_time:16920614ms step_avg:721.38ms
step:23467/40500 train_loss:1.5802 aux_loss:0.0028 train_time:16921333ms step_avg:721.38ms
step:23468/40500 train_loss:1.6330 aux_loss:0.0026 train_time:16922052ms step_avg:721.38ms
step:23469/40500 train_loss:1.6153 aux_loss:0.0025 train_time:16922768ms step_avg:721.38ms
step:23470/40500 train_loss:1.6159 aux_loss:0.0026 train_time:16923486ms step_avg:721.38ms
step:23471/40500 train_loss:1.5674 aux_loss:0.0026 train_time:16924201ms step_avg:721.38ms
step:23472/40500 train_loss:1.5426 aux_loss:0.0025 train_time:16924919ms step_avg:721.38ms
step:23473/40500 train_loss:1.5812 aux_loss:0.0026 train_time:16925636ms step_avg:721.38ms
step:23474/40500 train_loss:1.5969 aux_loss:0.0027 train_time:16926353ms step_avg:721.38ms
step:23475/40500 train_loss:1.5663 aux_loss:0.0025 train_time:16927069ms step_avg:721.38ms
step:23476/40500 train_loss:1.5660 aux_loss:0.0027 train_time:16927786ms step_avg:721.38ms
step:23477/40500 train_loss:1.6130 aux_loss:0.0028 train_time:16928503ms step_avg:721.37ms
step:23478/40500 train_loss:1.5487 aux_loss:0.0026 train_time:16929219ms step_avg:721.37ms
step:23479/40500 train_loss:1.5790 aux_loss:0.0028 train_time:16929935ms step_avg:721.37ms
step:23480/40500 train_loss:1.5716 aux_loss:0.0028 train_time:16930652ms step_avg:721.37ms
step:23481/40500 train_loss:1.5298 aux_loss:0.0029 train_time:16931370ms step_avg:721.37ms
step:23482/40500 train_loss:1.6170 aux_loss:0.0028 train_time:16932088ms step_avg:721.37ms
step:23483/40500 train_loss:1.5610 aux_loss:0.0027 train_time:16932805ms step_avg:721.37ms
step:23484/40500 train_loss:1.5494 aux_loss:0.0028 train_time:16933522ms step_avg:721.37ms
step:23485/40500 train_loss:1.5721 aux_loss:0.0026 train_time:16934238ms step_avg:721.37ms
step:23486/40500 train_loss:1.5768 aux_loss:0.0026 train_time:16934954ms step_avg:721.37ms
step:23487/40500 train_loss:1.5521 aux_loss:0.0027 train_time:16935674ms step_avg:721.37ms
step:23488/40500 train_loss:1.5988 aux_loss:0.0030 train_time:16936390ms step_avg:721.37ms
step:23489/40500 train_loss:1.5629 aux_loss:0.0028 train_time:16937107ms step_avg:721.37ms
step:23490/40500 train_loss:1.5776 aux_loss:0.0032 train_time:16937824ms step_avg:721.37ms
step:23491/40500 train_loss:1.5801 aux_loss:0.0026 train_time:16938539ms step_avg:721.37ms
step:23492/40500 train_loss:1.6869 aux_loss:0.0026 train_time:16939254ms step_avg:721.37ms
step:23493/40500 train_loss:1.5853 aux_loss:0.0025 train_time:16939972ms step_avg:721.37ms
step:23494/40500 train_loss:1.5662 aux_loss:0.0027 train_time:16940688ms step_avg:721.37ms
step:23495/40500 train_loss:1.5999 aux_loss:0.0029 train_time:16941405ms step_avg:721.37ms
step:23496/40500 train_loss:1.5622 aux_loss:0.0026 train_time:16942121ms step_avg:721.37ms
step:23497/40500 train_loss:1.5038 aux_loss:0.0028 train_time:16942838ms step_avg:721.37ms
step:23498/40500 train_loss:1.5986 aux_loss:0.0027 train_time:16943554ms step_avg:721.37ms
step:23499/40500 train_loss:1.5639 aux_loss:0.0028 train_time:16944274ms step_avg:721.37ms
step:23500/40500 train_loss:1.5811 aux_loss:0.0027 train_time:16944991ms step_avg:721.37ms
step:23501/40500 train_loss:1.5919 aux_loss:0.0027 train_time:16945708ms step_avg:721.37ms
step:23502/40500 train_loss:1.5901 aux_loss:0.0029 train_time:16946425ms step_avg:721.37ms
step:23503/40500 train_loss:1.6084 aux_loss:0.0030 train_time:16947144ms step_avg:721.37ms
step:23504/40500 train_loss:1.5883 aux_loss:0.0027 train_time:16947860ms step_avg:721.37ms
step:23505/40500 train_loss:1.5424 aux_loss:0.0026 train_time:16948578ms step_avg:721.37ms
step:23506/40500 train_loss:1.5659 aux_loss:0.0027 train_time:16949294ms step_avg:721.37ms
step:23507/40500 train_loss:1.5491 aux_loss:0.0026 train_time:16950011ms step_avg:721.37ms
step:23508/40500 train_loss:1.5478 aux_loss:0.0026 train_time:16950728ms step_avg:721.37ms
step:23509/40500 train_loss:1.5862 aux_loss:0.0026 train_time:16951445ms step_avg:721.37ms
step:23510/40500 train_loss:1.5951 aux_loss:0.0029 train_time:16952161ms step_avg:721.37ms
step:23511/40500 train_loss:1.5830 aux_loss:0.0026 train_time:16952881ms step_avg:721.37ms
step:23512/40500 train_loss:1.5660 aux_loss:0.0027 train_time:16953597ms step_avg:721.37ms
step:23513/40500 train_loss:1.6030 aux_loss:0.0026 train_time:16954315ms step_avg:721.37ms
step:23514/40500 train_loss:1.5449 aux_loss:0.0027 train_time:16955031ms step_avg:721.37ms
step:23515/40500 train_loss:1.6029 aux_loss:0.0028 train_time:16955748ms step_avg:721.37ms
step:23516/40500 train_loss:1.6080 aux_loss:0.0026 train_time:16956466ms step_avg:721.37ms
step:23517/40500 train_loss:1.5055 aux_loss:0.0027 train_time:16957183ms step_avg:721.37ms
step:23518/40500 train_loss:1.5928 aux_loss:0.0026 train_time:16957899ms step_avg:721.37ms
step:23519/40500 train_loss:1.5365 aux_loss:0.0027 train_time:16958618ms step_avg:721.37ms
step:23520/40500 train_loss:1.6063 aux_loss:0.0028 train_time:16959334ms step_avg:721.37ms
step:23521/40500 train_loss:1.5951 aux_loss:0.0028 train_time:16960051ms step_avg:721.37ms
step:23522/40500 train_loss:1.5991 aux_loss:0.0027 train_time:16960767ms step_avg:721.37ms
step:23523/40500 train_loss:1.6141 aux_loss:0.0026 train_time:16961484ms step_avg:721.37ms
step:23524/40500 train_loss:1.5584 aux_loss:0.0028 train_time:16962200ms step_avg:721.37ms
step:23525/40500 train_loss:1.5501 aux_loss:0.0027 train_time:16962919ms step_avg:721.37ms
step:23526/40500 train_loss:1.5592 aux_loss:0.0025 train_time:16963635ms step_avg:721.37ms
step:23527/40500 train_loss:1.5890 aux_loss:0.0026 train_time:16964353ms step_avg:721.37ms
step:23528/40500 train_loss:1.6588 aux_loss:0.0027 train_time:16965068ms step_avg:721.37ms
step:23529/40500 train_loss:1.5753 aux_loss:0.0027 train_time:16965788ms step_avg:721.37ms
step:23530/40500 train_loss:1.6100 aux_loss:0.0027 train_time:16966505ms step_avg:721.36ms
step:23531/40500 train_loss:1.5654 aux_loss:0.0032 train_time:16967222ms step_avg:721.36ms
step:23532/40500 train_loss:1.5765 aux_loss:0.0031 train_time:16967938ms step_avg:721.36ms
step:23533/40500 train_loss:1.5985 aux_loss:0.0028 train_time:16968654ms step_avg:721.36ms
step:23534/40500 train_loss:1.5563 aux_loss:0.0030 train_time:16969370ms step_avg:721.36ms
step:23535/40500 train_loss:1.5879 aux_loss:0.0030 train_time:16970087ms step_avg:721.36ms
step:23536/40500 train_loss:1.6287 aux_loss:0.0028 train_time:16970803ms step_avg:721.36ms
step:23537/40500 train_loss:1.6084 aux_loss:0.0027 train_time:16971520ms step_avg:721.36ms
step:23538/40500 train_loss:1.5831 aux_loss:0.0025 train_time:16972237ms step_avg:721.36ms
step:23539/40500 train_loss:1.6129 aux_loss:0.0026 train_time:16972953ms step_avg:721.36ms
step:23540/40500 train_loss:1.6024 aux_loss:0.0026 train_time:16973668ms step_avg:721.36ms
step:23541/40500 train_loss:1.5367 aux_loss:0.0036 train_time:16974385ms step_avg:721.36ms
step:23542/40500 train_loss:1.5472 aux_loss:0.0027 train_time:16975102ms step_avg:721.36ms
step:23543/40500 train_loss:1.6215 aux_loss:0.0027 train_time:16975817ms step_avg:721.36ms
step:23544/40500 train_loss:1.6068 aux_loss:0.0026 train_time:16976534ms step_avg:721.36ms
step:23545/40500 train_loss:1.5477 aux_loss:0.0026 train_time:16977250ms step_avg:721.36ms
step:23546/40500 train_loss:1.6234 aux_loss:0.0025 train_time:16977966ms step_avg:721.36ms
step:23547/40500 train_loss:1.5981 aux_loss:0.0027 train_time:16978682ms step_avg:721.36ms
step:23548/40500 train_loss:1.6329 aux_loss:0.0027 train_time:16979400ms step_avg:721.36ms
step:23549/40500 train_loss:1.5915 aux_loss:0.0026 train_time:16980115ms step_avg:721.36ms
step:23550/40500 train_loss:1.5908 aux_loss:0.0038 train_time:16980833ms step_avg:721.36ms
step:23551/40500 train_loss:1.5536 aux_loss:0.0027 train_time:16981551ms step_avg:721.36ms
step:23552/40500 train_loss:1.6041 aux_loss:0.0027 train_time:16982268ms step_avg:721.36ms
step:23553/40500 train_loss:1.5842 aux_loss:0.0028 train_time:16982984ms step_avg:721.36ms
step:23554/40500 train_loss:1.5831 aux_loss:0.0026 train_time:16983701ms step_avg:721.36ms
step:23555/40500 train_loss:1.5809 aux_loss:0.0029 train_time:16984419ms step_avg:721.36ms
step:23556/40500 train_loss:1.6242 aux_loss:0.0027 train_time:16985136ms step_avg:721.36ms
step:23557/40500 train_loss:1.6269 aux_loss:0.0028 train_time:16985853ms step_avg:721.36ms
step:23558/40500 train_loss:1.5457 aux_loss:0.0025 train_time:16986570ms step_avg:721.36ms
step:23559/40500 train_loss:1.5657 aux_loss:0.0025 train_time:16987287ms step_avg:721.36ms
step:23560/40500 train_loss:1.5980 aux_loss:0.0025 train_time:16988003ms step_avg:721.36ms
step:23561/40500 train_loss:1.5951 aux_loss:0.0027 train_time:16988719ms step_avg:721.36ms
step:23562/40500 train_loss:1.5983 aux_loss:0.0034 train_time:16989439ms step_avg:721.36ms
step:23563/40500 train_loss:1.5519 aux_loss:0.0031 train_time:16990157ms step_avg:721.36ms
step:23564/40500 train_loss:1.5900 aux_loss:0.0029 train_time:16990873ms step_avg:721.36ms
step:23565/40500 train_loss:1.5882 aux_loss:0.0026 train_time:16991592ms step_avg:721.36ms
step:23566/40500 train_loss:1.6596 aux_loss:0.0033 train_time:16992307ms step_avg:721.36ms
step:23567/40500 train_loss:1.5872 aux_loss:0.0027 train_time:16993023ms step_avg:721.36ms
step:23568/40500 train_loss:1.5670 aux_loss:0.0025 train_time:16993739ms step_avg:721.36ms
step:23569/40500 train_loss:1.6121 aux_loss:0.0028 train_time:16994457ms step_avg:721.36ms
step:23570/40500 train_loss:1.6443 aux_loss:0.0026 train_time:16995173ms step_avg:721.36ms
step:23571/40500 train_loss:1.5883 aux_loss:0.0028 train_time:16995889ms step_avg:721.36ms
step:23572/40500 train_loss:1.5591 aux_loss:0.0026 train_time:16996606ms step_avg:721.36ms
step:23573/40500 train_loss:1.6055 aux_loss:0.0026 train_time:16997323ms step_avg:721.36ms
step:23574/40500 train_loss:1.5217 aux_loss:0.0028 train_time:16998039ms step_avg:721.36ms
step:23575/40500 train_loss:1.6193 aux_loss:0.0027 train_time:16998757ms step_avg:721.36ms
step:23576/40500 train_loss:1.5932 aux_loss:0.0029 train_time:16999475ms step_avg:721.36ms
step:23577/40500 train_loss:1.5937 aux_loss:0.0029 train_time:17000193ms step_avg:721.36ms
step:23578/40500 train_loss:1.5916 aux_loss:0.0025 train_time:17000908ms step_avg:721.36ms
step:23579/40500 train_loss:1.5903 aux_loss:0.0025 train_time:17001623ms step_avg:721.36ms
step:23580/40500 train_loss:1.6199 aux_loss:0.0026 train_time:17002341ms step_avg:721.36ms
step:23581/40500 train_loss:1.5471 aux_loss:0.0026 train_time:17003057ms step_avg:721.35ms
step:23582/40500 train_loss:1.5723 aux_loss:0.0027 train_time:17003773ms step_avg:721.35ms
step:23583/40500 train_loss:1.5852 aux_loss:0.0033 train_time:17004490ms step_avg:721.35ms
step:23584/40500 train_loss:1.6502 aux_loss:0.0027 train_time:17005206ms step_avg:721.35ms
step:23585/40500 train_loss:1.5231 aux_loss:0.0025 train_time:17005925ms step_avg:721.35ms
step:23586/40500 train_loss:1.6105 aux_loss:0.0028 train_time:17006640ms step_avg:721.35ms
step:23587/40500 train_loss:1.5349 aux_loss:0.0029 train_time:17007356ms step_avg:721.35ms
step:23588/40500 train_loss:1.6026 aux_loss:0.0025 train_time:17008072ms step_avg:721.35ms
step:23589/40500 train_loss:1.5748 aux_loss:0.0027 train_time:17008789ms step_avg:721.35ms
step:23590/40500 train_loss:1.5723 aux_loss:0.0025 train_time:17009507ms step_avg:721.35ms
step:23591/40500 train_loss:1.6380 aux_loss:0.0028 train_time:17010227ms step_avg:721.35ms
step:23592/40500 train_loss:1.5459 aux_loss:0.0025 train_time:17010944ms step_avg:721.35ms
step:23593/40500 train_loss:1.5360 aux_loss:0.0026 train_time:17011663ms step_avg:721.35ms
step:23594/40500 train_loss:1.5605 aux_loss:0.0026 train_time:17012378ms step_avg:721.35ms
step:23595/40500 train_loss:1.5331 aux_loss:0.0030 train_time:17013094ms step_avg:721.35ms
step:23596/40500 train_loss:1.5764 aux_loss:0.0027 train_time:17013811ms step_avg:721.35ms
step:23597/40500 train_loss:1.5887 aux_loss:0.0026 train_time:17014526ms step_avg:721.35ms
step:23598/40500 train_loss:1.5331 aux_loss:0.0026 train_time:17015242ms step_avg:721.35ms
step:23599/40500 train_loss:1.6061 aux_loss:0.0026 train_time:17015959ms step_avg:721.35ms
step:23600/40500 train_loss:1.5532 aux_loss:0.0029 train_time:17016675ms step_avg:721.35ms
step:23601/40500 train_loss:1.5053 aux_loss:0.0027 train_time:17017390ms step_avg:721.35ms
step:23602/40500 train_loss:1.5627 aux_loss:0.0027 train_time:17018109ms step_avg:721.35ms
step:23603/40500 train_loss:1.6183 aux_loss:0.0027 train_time:17018824ms step_avg:721.35ms
step:23604/40500 train_loss:1.5263 aux_loss:0.0026 train_time:17019537ms step_avg:721.35ms
step:23605/40500 train_loss:1.5735 aux_loss:0.0027 train_time:17020256ms step_avg:721.35ms
step:23606/40500 train_loss:1.5879 aux_loss:0.0026 train_time:17020970ms step_avg:721.35ms
step:23607/40500 train_loss:1.5564 aux_loss:0.0026 train_time:17021685ms step_avg:721.35ms
step:23608/40500 train_loss:1.6209 aux_loss:0.0027 train_time:17022403ms step_avg:721.35ms
step:23609/40500 train_loss:1.5834 aux_loss:0.0026 train_time:17023118ms step_avg:721.35ms
step:23610/40500 train_loss:1.6013 aux_loss:0.0026 train_time:17023835ms step_avg:721.35ms
step:23611/40500 train_loss:1.5883 aux_loss:0.0026 train_time:17024550ms step_avg:721.35ms
step:23612/40500 train_loss:1.6059 aux_loss:0.0031 train_time:17025270ms step_avg:721.35ms
step:23613/40500 train_loss:1.6078 aux_loss:0.0027 train_time:17025986ms step_avg:721.35ms
step:23614/40500 train_loss:1.5681 aux_loss:0.0028 train_time:17026702ms step_avg:721.35ms
step:23615/40500 train_loss:1.5811 aux_loss:0.0027 train_time:17027423ms step_avg:721.35ms
step:23616/40500 train_loss:1.6400 aux_loss:0.0027 train_time:17028138ms step_avg:721.35ms
step:23617/40500 train_loss:1.5150 aux_loss:0.0029 train_time:17028854ms step_avg:721.35ms
step:23618/40500 train_loss:1.6205 aux_loss:0.0027 train_time:17029571ms step_avg:721.35ms
step:23619/40500 train_loss:1.5985 aux_loss:0.0028 train_time:17030287ms step_avg:721.35ms
step:23620/40500 train_loss:1.5415 aux_loss:0.0029 train_time:17031002ms step_avg:721.35ms
step:23621/40500 train_loss:1.5626 aux_loss:0.0028 train_time:17031718ms step_avg:721.35ms
step:23622/40500 train_loss:1.6243 aux_loss:0.0029 train_time:17032436ms step_avg:721.35ms
step:23623/40500 train_loss:1.5429 aux_loss:0.0029 train_time:17033151ms step_avg:721.35ms
step:23624/40500 train_loss:1.5918 aux_loss:0.0029 train_time:17033866ms step_avg:721.35ms
step:23625/40500 train_loss:1.5718 aux_loss:0.0029 train_time:17034584ms step_avg:721.35ms
step:23626/40500 train_loss:1.5576 aux_loss:0.0037 train_time:17035299ms step_avg:721.35ms
step:23627/40500 train_loss:1.5609 aux_loss:0.0028 train_time:17036018ms step_avg:721.35ms
step:23628/40500 train_loss:1.5795 aux_loss:0.0028 train_time:17036735ms step_avg:721.35ms
step:23629/40500 train_loss:1.5751 aux_loss:0.0026 train_time:17037452ms step_avg:721.35ms
step:23630/40500 train_loss:1.6260 aux_loss:0.0026 train_time:17038168ms step_avg:721.34ms
step:23631/40500 train_loss:1.5872 aux_loss:0.0027 train_time:17038886ms step_avg:721.34ms
step:23632/40500 train_loss:1.6422 aux_loss:0.0026 train_time:17039603ms step_avg:721.34ms
step:23633/40500 train_loss:1.5408 aux_loss:0.0027 train_time:17040319ms step_avg:721.34ms
step:23634/40500 train_loss:1.6058 aux_loss:0.0029 train_time:17041035ms step_avg:721.34ms
step:23635/40500 train_loss:1.5805 aux_loss:0.0026 train_time:17041755ms step_avg:721.34ms
step:23636/40500 train_loss:1.6192 aux_loss:0.0026 train_time:17042472ms step_avg:721.34ms
step:23637/40500 train_loss:1.5520 aux_loss:0.0026 train_time:17043190ms step_avg:721.34ms
step:23638/40500 train_loss:1.5894 aux_loss:0.0031 train_time:17043906ms step_avg:721.34ms
step:23639/40500 train_loss:1.5755 aux_loss:0.0030 train_time:17044624ms step_avg:721.34ms
step:23640/40500 train_loss:1.5997 aux_loss:0.0027 train_time:17045341ms step_avg:721.34ms
step:23641/40500 train_loss:1.6349 aux_loss:0.0031 train_time:17046060ms step_avg:721.34ms
step:23642/40500 train_loss:1.5906 aux_loss:0.0043 train_time:17046777ms step_avg:721.34ms
step:23643/40500 train_loss:1.4956 aux_loss:0.0027 train_time:17047495ms step_avg:721.34ms
step:23644/40500 train_loss:1.5649 aux_loss:0.0027 train_time:17048212ms step_avg:721.34ms
step:23645/40500 train_loss:1.5941 aux_loss:0.0029 train_time:17048929ms step_avg:721.34ms
step:23646/40500 train_loss:1.5597 aux_loss:0.0028 train_time:17049644ms step_avg:721.34ms
step:23647/40500 train_loss:1.5755 aux_loss:0.0027 train_time:17050362ms step_avg:721.34ms
step:23648/40500 train_loss:1.6001 aux_loss:0.0028 train_time:17051079ms step_avg:721.34ms
step:23649/40500 train_loss:1.5598 aux_loss:0.0026 train_time:17051796ms step_avg:721.34ms
step:23650/40500 train_loss:1.6411 aux_loss:0.0028 train_time:17052513ms step_avg:721.34ms
step:23651/40500 train_loss:1.5437 aux_loss:0.0026 train_time:17053228ms step_avg:721.34ms
step:23652/40500 train_loss:1.6349 aux_loss:0.0027 train_time:17053945ms step_avg:721.34ms
step:23653/40500 train_loss:1.5794 aux_loss:0.0027 train_time:17054659ms step_avg:721.34ms
step:23654/40500 train_loss:1.6199 aux_loss:0.0026 train_time:17055375ms step_avg:721.34ms
step:23655/40500 train_loss:1.6361 aux_loss:0.0026 train_time:17056092ms step_avg:721.34ms
step:23656/40500 train_loss:1.5960 aux_loss:0.0025 train_time:17056808ms step_avg:721.34ms
step:23657/40500 train_loss:1.6153 aux_loss:0.0026 train_time:17057525ms step_avg:721.34ms
step:23658/40500 train_loss:1.5812 aux_loss:0.0025 train_time:17058241ms step_avg:721.34ms
step:23659/40500 train_loss:1.5530 aux_loss:0.0028 train_time:17058958ms step_avg:721.34ms
step:23660/40500 train_loss:1.5596 aux_loss:0.0035 train_time:17059675ms step_avg:721.34ms
step:23661/40500 train_loss:1.6061 aux_loss:0.0027 train_time:17060389ms step_avg:721.34ms
step:23662/40500 train_loss:1.5862 aux_loss:0.0026 train_time:17061105ms step_avg:721.34ms
step:23663/40500 train_loss:1.6075 aux_loss:0.0027 train_time:17061820ms step_avg:721.34ms
step:23664/40500 train_loss:1.6200 aux_loss:0.0027 train_time:17062537ms step_avg:721.34ms
step:23665/40500 train_loss:1.5768 aux_loss:0.0026 train_time:17063254ms step_avg:721.34ms
step:23666/40500 train_loss:1.6059 aux_loss:0.0027 train_time:17063972ms step_avg:721.34ms
step:23667/40500 train_loss:1.5901 aux_loss:0.0026 train_time:17064687ms step_avg:721.34ms
step:23668/40500 train_loss:1.5555 aux_loss:0.0026 train_time:17065405ms step_avg:721.34ms
step:23669/40500 train_loss:1.5918 aux_loss:0.0027 train_time:17066119ms step_avg:721.34ms
step:23670/40500 train_loss:1.5593 aux_loss:0.0026 train_time:17066833ms step_avg:721.34ms
step:23671/40500 train_loss:1.6219 aux_loss:0.0027 train_time:17067549ms step_avg:721.34ms
step:23672/40500 train_loss:1.5747 aux_loss:0.0026 train_time:17068266ms step_avg:721.34ms
step:23673/40500 train_loss:1.5709 aux_loss:0.0026 train_time:17068980ms step_avg:721.34ms
step:23674/40500 train_loss:1.5439 aux_loss:0.0027 train_time:17069696ms step_avg:721.34ms
step:23675/40500 train_loss:1.5722 aux_loss:0.0027 train_time:17070413ms step_avg:721.34ms
step:23676/40500 train_loss:1.6001 aux_loss:0.0025 train_time:17071128ms step_avg:721.34ms
step:23677/40500 train_loss:1.5996 aux_loss:0.0026 train_time:17071845ms step_avg:721.34ms
step:23678/40500 train_loss:1.5501 aux_loss:0.0028 train_time:17072561ms step_avg:721.34ms
step:23679/40500 train_loss:1.6208 aux_loss:0.0027 train_time:17073279ms step_avg:721.34ms
step:23680/40500 train_loss:1.5503 aux_loss:0.0028 train_time:17073994ms step_avg:721.33ms
step:23681/40500 train_loss:1.5900 aux_loss:0.0028 train_time:17074710ms step_avg:721.33ms
step:23682/40500 train_loss:1.6013 aux_loss:0.0028 train_time:17075431ms step_avg:721.33ms
step:23683/40500 train_loss:1.5935 aux_loss:0.0026 train_time:17076148ms step_avg:721.33ms
step:23684/40500 train_loss:1.5702 aux_loss:0.0027 train_time:17076862ms step_avg:721.33ms
step:23685/40500 train_loss:1.5322 aux_loss:0.0026 train_time:17077580ms step_avg:721.33ms
step:23686/40500 train_loss:1.5708 aux_loss:0.0028 train_time:17078295ms step_avg:721.33ms
step:23687/40500 train_loss:1.5521 aux_loss:0.0027 train_time:17079009ms step_avg:721.33ms
step:23688/40500 train_loss:1.6357 aux_loss:0.0038 train_time:17079727ms step_avg:721.33ms
step:23689/40500 train_loss:1.5575 aux_loss:0.0025 train_time:17080445ms step_avg:721.33ms
step:23690/40500 train_loss:1.6287 aux_loss:0.0026 train_time:17081159ms step_avg:721.33ms
step:23691/40500 train_loss:1.5688 aux_loss:0.0026 train_time:17081876ms step_avg:721.33ms
step:23692/40500 train_loss:1.5751 aux_loss:0.0028 train_time:17082594ms step_avg:721.33ms
step:23693/40500 train_loss:1.5773 aux_loss:0.0031 train_time:17083310ms step_avg:721.33ms
step:23694/40500 train_loss:1.5585 aux_loss:0.0026 train_time:17084027ms step_avg:721.33ms
step:23695/40500 train_loss:1.6065 aux_loss:0.0028 train_time:17084743ms step_avg:721.33ms
step:23696/40500 train_loss:1.6052 aux_loss:0.0028 train_time:17085456ms step_avg:721.33ms
step:23697/40500 train_loss:1.5656 aux_loss:0.0026 train_time:17086173ms step_avg:721.33ms
step:23698/40500 train_loss:1.5657 aux_loss:0.0029 train_time:17086890ms step_avg:721.33ms
step:23699/40500 train_loss:1.5715 aux_loss:0.0027 train_time:17087607ms step_avg:721.33ms
step:23700/40500 train_loss:1.5820 aux_loss:0.0027 train_time:17088322ms step_avg:721.33ms
step:23701/40500 train_loss:1.5696 aux_loss:0.0029 train_time:17089040ms step_avg:721.33ms
step:23702/40500 train_loss:1.6068 aux_loss:0.0026 train_time:17089757ms step_avg:721.33ms
step:23703/40500 train_loss:1.5782 aux_loss:0.0026 train_time:17090472ms step_avg:721.33ms
step:23704/40500 train_loss:1.5724 aux_loss:0.0026 train_time:17091188ms step_avg:721.33ms
step:23705/40500 train_loss:1.5633 aux_loss:0.0029 train_time:17091904ms step_avg:721.33ms
step:23706/40500 train_loss:1.6743 aux_loss:0.0027 train_time:17092620ms step_avg:721.33ms
step:23707/40500 train_loss:1.5863 aux_loss:0.0028 train_time:17093335ms step_avg:721.33ms
step:23708/40500 train_loss:1.5721 aux_loss:0.0029 train_time:17094051ms step_avg:721.33ms
step:23709/40500 train_loss:1.5736 aux_loss:0.0029 train_time:17094767ms step_avg:721.33ms
step:23710/40500 train_loss:1.6309 aux_loss:0.0027 train_time:17095483ms step_avg:721.33ms
step:23711/40500 train_loss:1.5697 aux_loss:0.0026 train_time:17096200ms step_avg:721.33ms
step:23712/40500 train_loss:1.6352 aux_loss:0.0027 train_time:17096918ms step_avg:721.33ms
step:23713/40500 train_loss:1.6156 aux_loss:0.0039 train_time:17097634ms step_avg:721.33ms
step:23714/40500 train_loss:1.5993 aux_loss:0.0027 train_time:17098350ms step_avg:721.33ms
step:23715/40500 train_loss:1.6580 aux_loss:0.0026 train_time:17099068ms step_avg:721.33ms
step:23716/40500 train_loss:1.6081 aux_loss:0.0027 train_time:17099785ms step_avg:721.33ms
step:23717/40500 train_loss:1.6692 aux_loss:0.0025 train_time:17100502ms step_avg:721.33ms
step:23718/40500 train_loss:1.6099 aux_loss:0.0026 train_time:17101219ms step_avg:721.33ms
step:23719/40500 train_loss:1.5994 aux_loss:0.0027 train_time:17101935ms step_avg:721.33ms
step:23720/40500 train_loss:1.5213 aux_loss:0.0026 train_time:17102649ms step_avg:721.33ms
step:23721/40500 train_loss:1.6050 aux_loss:0.0025 train_time:17103365ms step_avg:721.33ms
step:23722/40500 train_loss:1.6526 aux_loss:0.0027 train_time:17104082ms step_avg:721.33ms
step:23723/40500 train_loss:1.5996 aux_loss:0.0026 train_time:17104799ms step_avg:721.33ms
step:23724/40500 train_loss:1.5840 aux_loss:0.0029 train_time:17105518ms step_avg:721.33ms
step:23725/40500 train_loss:1.5559 aux_loss:0.0028 train_time:17106236ms step_avg:721.33ms
step:23726/40500 train_loss:1.5938 aux_loss:0.0026 train_time:17106952ms step_avg:721.33ms
step:23727/40500 train_loss:1.5947 aux_loss:0.0026 train_time:17107668ms step_avg:721.33ms
step:23728/40500 train_loss:1.6127 aux_loss:0.0027 train_time:17108386ms step_avg:721.32ms
step:23729/40500 train_loss:1.5179 aux_loss:0.0028 train_time:17109102ms step_avg:721.32ms
step:23730/40500 train_loss:1.5337 aux_loss:0.0027 train_time:17109819ms step_avg:721.32ms
step:23731/40500 train_loss:1.6021 aux_loss:0.0030 train_time:17110537ms step_avg:721.32ms
step:23732/40500 train_loss:1.5597 aux_loss:0.0029 train_time:17111253ms step_avg:721.32ms
step:23733/40500 train_loss:1.5601 aux_loss:0.0028 train_time:17111969ms step_avg:721.32ms
step:23734/40500 train_loss:1.5728 aux_loss:0.0026 train_time:17112686ms step_avg:721.32ms
step:23735/40500 train_loss:1.6012 aux_loss:0.0029 train_time:17113404ms step_avg:721.32ms
step:23736/40500 train_loss:1.5913 aux_loss:0.0027 train_time:17114121ms step_avg:721.32ms
step:23737/40500 train_loss:1.6136 aux_loss:0.0027 train_time:17114838ms step_avg:721.32ms
step:23738/40500 train_loss:1.6114 aux_loss:0.0028 train_time:17115554ms step_avg:721.32ms
step:23739/40500 train_loss:1.5602 aux_loss:0.0028 train_time:17116270ms step_avg:721.32ms
step:23740/40500 train_loss:1.5523 aux_loss:0.0027 train_time:17116987ms step_avg:721.32ms
step:23741/40500 train_loss:1.4998 aux_loss:0.0026 train_time:17117703ms step_avg:721.32ms
step:23742/40500 train_loss:1.5891 aux_loss:0.0026 train_time:17118420ms step_avg:721.32ms
step:23743/40500 train_loss:1.5842 aux_loss:0.0026 train_time:17119137ms step_avg:721.32ms
step:23744/40500 train_loss:1.5553 aux_loss:0.0025 train_time:17119856ms step_avg:721.32ms
step:23745/40500 train_loss:1.5324 aux_loss:0.0026 train_time:17120572ms step_avg:721.32ms
step:23746/40500 train_loss:1.5891 aux_loss:0.0026 train_time:17121289ms step_avg:721.32ms
step:23747/40500 train_loss:1.6139 aux_loss:0.0027 train_time:17122005ms step_avg:721.32ms
step:23748/40500 train_loss:1.5860 aux_loss:0.0026 train_time:17122721ms step_avg:721.32ms
step:23749/40500 train_loss:1.5727 aux_loss:0.0030 train_time:17123439ms step_avg:721.32ms
step:23750/40500 train_loss:1.5674 aux_loss:0.0026 train_time:17124157ms step_avg:721.32ms
step:23751/40500 train_loss:1.5989 aux_loss:0.0026 train_time:17124873ms step_avg:721.32ms
step:23752/40500 train_loss:1.5653 aux_loss:0.0030 train_time:17125591ms step_avg:721.32ms
step:23753/40500 train_loss:1.6160 aux_loss:0.0027 train_time:17126306ms step_avg:721.32ms
step:23754/40500 train_loss:1.5392 aux_loss:0.0025 train_time:17127023ms step_avg:721.32ms
step:23755/40500 train_loss:1.5439 aux_loss:0.0027 train_time:17127740ms step_avg:721.32ms
step:23756/40500 train_loss:1.6234 aux_loss:0.0026 train_time:17128458ms step_avg:721.32ms
step:23757/40500 train_loss:1.5282 aux_loss:0.0026 train_time:17129173ms step_avg:721.32ms
step:23758/40500 train_loss:1.5757 aux_loss:0.0028 train_time:17129891ms step_avg:721.32ms
step:23759/40500 train_loss:1.5880 aux_loss:0.0026 train_time:17130610ms step_avg:721.32ms
step:23760/40500 train_loss:1.5634 aux_loss:0.0028 train_time:17131327ms step_avg:721.32ms
step:23761/40500 train_loss:1.6108 aux_loss:0.0029 train_time:17132043ms step_avg:721.32ms
step:23762/40500 train_loss:1.6338 aux_loss:0.0028 train_time:17132760ms step_avg:721.32ms
step:23763/40500 train_loss:1.5829 aux_loss:0.0036 train_time:17133475ms step_avg:721.32ms
step:23764/40500 train_loss:1.5215 aux_loss:0.0027 train_time:17134191ms step_avg:721.32ms
step:23765/40500 train_loss:1.5652 aux_loss:0.0027 train_time:17134909ms step_avg:721.32ms
step:23766/40500 train_loss:1.5898 aux_loss:0.0027 train_time:17135623ms step_avg:721.32ms
step:23767/40500 train_loss:1.5541 aux_loss:0.0026 train_time:17136341ms step_avg:721.32ms
step:23768/40500 train_loss:1.5493 aux_loss:0.0031 train_time:17137056ms step_avg:721.32ms
step:23769/40500 train_loss:1.6507 aux_loss:0.0025 train_time:17137772ms step_avg:721.32ms
step:23770/40500 train_loss:1.5857 aux_loss:0.0028 train_time:17138488ms step_avg:721.32ms
step:23771/40500 train_loss:1.6288 aux_loss:0.0027 train_time:17139204ms step_avg:721.32ms
step:23772/40500 train_loss:1.6228 aux_loss:0.0034 train_time:17139920ms step_avg:721.32ms
step:23773/40500 train_loss:1.5868 aux_loss:0.0026 train_time:17140637ms step_avg:721.32ms
step:23774/40500 train_loss:1.6087 aux_loss:0.0027 train_time:17141355ms step_avg:721.32ms
step:23775/40500 train_loss:1.5958 aux_loss:0.0026 train_time:17142070ms step_avg:721.32ms
step:23776/40500 train_loss:1.5964 aux_loss:0.0027 train_time:17142786ms step_avg:721.32ms
step:23777/40500 train_loss:1.5677 aux_loss:0.0027 train_time:17143504ms step_avg:721.32ms
step:23778/40500 train_loss:1.5668 aux_loss:0.0024 train_time:17144218ms step_avg:721.32ms
step:23779/40500 train_loss:1.5366 aux_loss:0.0025 train_time:17144936ms step_avg:721.31ms
step:23780/40500 train_loss:1.5915 aux_loss:0.0028 train_time:17145651ms step_avg:721.31ms
step:23781/40500 train_loss:1.6293 aux_loss:0.0028 train_time:17146368ms step_avg:721.31ms
step:23782/40500 train_loss:1.5699 aux_loss:0.0026 train_time:17147085ms step_avg:721.31ms
step:23783/40500 train_loss:1.5696 aux_loss:0.0026 train_time:17147804ms step_avg:721.31ms
step:23784/40500 train_loss:1.6465 aux_loss:0.0027 train_time:17148521ms step_avg:721.31ms
step:23785/40500 train_loss:1.6496 aux_loss:0.0025 train_time:17149236ms step_avg:721.31ms
step:23786/40500 train_loss:1.5808 aux_loss:0.0027 train_time:17149953ms step_avg:721.31ms
step:23787/40500 train_loss:1.5527 aux_loss:0.0027 train_time:17150670ms step_avg:721.31ms
step:23788/40500 train_loss:1.5814 aux_loss:0.0027 train_time:17151386ms step_avg:721.31ms
step:23789/40500 train_loss:1.5837 aux_loss:0.0027 train_time:17152102ms step_avg:721.31ms
step:23790/40500 train_loss:1.5976 aux_loss:0.0027 train_time:17152819ms step_avg:721.31ms
step:23791/40500 train_loss:1.6365 aux_loss:0.0027 train_time:17153537ms step_avg:721.31ms
step:23792/40500 train_loss:1.5766 aux_loss:0.0028 train_time:17154253ms step_avg:721.31ms
step:23793/40500 train_loss:1.5525 aux_loss:0.0028 train_time:17154969ms step_avg:721.31ms
step:23794/40500 train_loss:1.5602 aux_loss:0.0029 train_time:17155686ms step_avg:721.31ms
step:23795/40500 train_loss:1.5985 aux_loss:0.0027 train_time:17156401ms step_avg:721.31ms
step:23796/40500 train_loss:1.6360 aux_loss:0.0027 train_time:17157116ms step_avg:721.31ms
step:23797/40500 train_loss:1.5751 aux_loss:0.0033 train_time:17157833ms step_avg:721.31ms
step:23798/40500 train_loss:1.6046 aux_loss:0.0026 train_time:17158549ms step_avg:721.31ms
step:23799/40500 train_loss:1.5764 aux_loss:0.0026 train_time:17159266ms step_avg:721.31ms
step:23800/40500 train_loss:1.5874 aux_loss:0.0027 train_time:17159983ms step_avg:721.31ms
step:23801/40500 train_loss:1.5700 aux_loss:0.0026 train_time:17160698ms step_avg:721.31ms
step:23802/40500 train_loss:1.6671 aux_loss:0.0029 train_time:17161416ms step_avg:721.31ms
step:23803/40500 train_loss:1.5523 aux_loss:0.0026 train_time:17162132ms step_avg:721.31ms
step:23804/40500 train_loss:1.5942 aux_loss:0.0030 train_time:17162851ms step_avg:721.31ms
step:23805/40500 train_loss:1.5471 aux_loss:0.0043 train_time:17163568ms step_avg:721.31ms
step:23806/40500 train_loss:1.5783 aux_loss:0.0029 train_time:17164287ms step_avg:721.31ms
step:23807/40500 train_loss:1.6064 aux_loss:0.0028 train_time:17165002ms step_avg:721.31ms
step:23808/40500 train_loss:1.6080 aux_loss:0.0029 train_time:17165719ms step_avg:721.31ms
step:23809/40500 train_loss:1.6345 aux_loss:0.0030 train_time:17166436ms step_avg:721.31ms
step:23810/40500 train_loss:1.6054 aux_loss:0.0028 train_time:17167152ms step_avg:721.31ms
step:23811/40500 train_loss:1.5800 aux_loss:0.0028 train_time:17167866ms step_avg:721.31ms
step:23812/40500 train_loss:1.5872 aux_loss:0.0028 train_time:17168584ms step_avg:721.31ms
step:23813/40500 train_loss:1.6068 aux_loss:0.0027 train_time:17169300ms step_avg:721.31ms
step:23814/40500 train_loss:1.5794 aux_loss:0.0028 train_time:17170016ms step_avg:721.31ms
step:23815/40500 train_loss:1.5754 aux_loss:0.0028 train_time:17170732ms step_avg:721.31ms
step:23816/40500 train_loss:1.5366 aux_loss:0.0028 train_time:17171448ms step_avg:721.31ms
step:23817/40500 train_loss:1.6204 aux_loss:0.0030 train_time:17172166ms step_avg:721.31ms
step:23818/40500 train_loss:1.5745 aux_loss:0.0033 train_time:17172882ms step_avg:721.31ms
step:23819/40500 train_loss:1.6209 aux_loss:0.0031 train_time:17173601ms step_avg:721.31ms
step:23820/40500 train_loss:1.5824 aux_loss:0.0029 train_time:17174317ms step_avg:721.31ms
step:23821/40500 train_loss:1.6629 aux_loss:0.0028 train_time:17175036ms step_avg:721.31ms
step:23822/40500 train_loss:1.5843 aux_loss:0.0025 train_time:17175752ms step_avg:721.31ms
step:23823/40500 train_loss:1.5826 aux_loss:0.0024 train_time:17176469ms step_avg:721.31ms
step:23824/40500 train_loss:1.6100 aux_loss:0.0026 train_time:17177186ms step_avg:721.31ms
step:23825/40500 train_loss:1.5818 aux_loss:0.0024 train_time:17177902ms step_avg:721.31ms
step:23826/40500 train_loss:1.5767 aux_loss:0.0027 train_time:17178618ms step_avg:721.31ms
step:23827/40500 train_loss:1.6027 aux_loss:0.0026 train_time:17179337ms step_avg:721.31ms
step:23828/40500 train_loss:1.6199 aux_loss:0.0027 train_time:17180054ms step_avg:721.31ms
step:23829/40500 train_loss:1.6005 aux_loss:0.0028 train_time:17180770ms step_avg:721.31ms
step:23830/40500 train_loss:1.6474 aux_loss:0.0028 train_time:17181486ms step_avg:721.31ms
step:23831/40500 train_loss:1.6073 aux_loss:0.0026 train_time:17182204ms step_avg:721.30ms
step:23832/40500 train_loss:1.5108 aux_loss:0.0028 train_time:17182921ms step_avg:721.30ms
step:23833/40500 train_loss:1.5944 aux_loss:0.0028 train_time:17183638ms step_avg:721.30ms
step:23834/40500 train_loss:1.6883 aux_loss:0.0028 train_time:17184353ms step_avg:721.30ms
step:23835/40500 train_loss:1.6153 aux_loss:0.0027 train_time:17185069ms step_avg:721.30ms
step:23836/40500 train_loss:1.5413 aux_loss:0.0027 train_time:17185786ms step_avg:721.30ms
step:23837/40500 train_loss:1.5657 aux_loss:0.0025 train_time:17186504ms step_avg:721.30ms
step:23838/40500 train_loss:1.6135 aux_loss:0.0027 train_time:17187221ms step_avg:721.30ms
step:23839/40500 train_loss:1.5902 aux_loss:0.0025 train_time:17187938ms step_avg:721.30ms
step:23840/40500 train_loss:1.5400 aux_loss:0.0027 train_time:17188654ms step_avg:721.30ms
step:23841/40500 train_loss:1.5877 aux_loss:0.0027 train_time:17189370ms step_avg:721.30ms
step:23842/40500 train_loss:1.6353 aux_loss:0.0030 train_time:17190086ms step_avg:721.30ms
step:23843/40500 train_loss:1.6106 aux_loss:0.0027 train_time:17190802ms step_avg:721.30ms
step:23844/40500 train_loss:1.5357 aux_loss:0.0025 train_time:17191519ms step_avg:721.30ms
step:23845/40500 train_loss:1.5949 aux_loss:0.0029 train_time:17192236ms step_avg:721.30ms
step:23846/40500 train_loss:1.6360 aux_loss:0.0027 train_time:17192954ms step_avg:721.30ms
step:23847/40500 train_loss:1.5453 aux_loss:0.0025 train_time:17193670ms step_avg:721.30ms
step:23848/40500 train_loss:1.5660 aux_loss:0.0035 train_time:17194386ms step_avg:721.30ms
step:23849/40500 train_loss:1.5657 aux_loss:0.0025 train_time:17195101ms step_avg:721.30ms
step:23850/40500 train_loss:1.6166 aux_loss:0.0031 train_time:17195817ms step_avg:721.30ms
step:23851/40500 train_loss:1.5481 aux_loss:0.0027 train_time:17196534ms step_avg:721.30ms
step:23852/40500 train_loss:1.6254 aux_loss:0.0029 train_time:17197252ms step_avg:721.30ms
step:23853/40500 train_loss:1.6436 aux_loss:0.0026 train_time:17197968ms step_avg:721.30ms
step:23854/40500 train_loss:1.5659 aux_loss:0.0027 train_time:17198684ms step_avg:721.30ms
step:23855/40500 train_loss:1.5978 aux_loss:0.0027 train_time:17199400ms step_avg:721.30ms
step:23856/40500 train_loss:1.5863 aux_loss:0.0028 train_time:17200116ms step_avg:721.30ms
step:23857/40500 train_loss:1.5915 aux_loss:0.0028 train_time:17200835ms step_avg:721.30ms
step:23858/40500 train_loss:1.5717 aux_loss:0.0027 train_time:17201552ms step_avg:721.30ms
step:23859/40500 train_loss:1.5869 aux_loss:0.0053 train_time:17202267ms step_avg:721.30ms
step:23860/40500 train_loss:1.5736 aux_loss:0.0029 train_time:17202986ms step_avg:721.30ms
step:23861/40500 train_loss:1.5404 aux_loss:0.0027 train_time:17203701ms step_avg:721.30ms
step:23862/40500 train_loss:1.5968 aux_loss:0.0026 train_time:17204417ms step_avg:721.30ms
step:23863/40500 train_loss:1.6281 aux_loss:0.0028 train_time:17205134ms step_avg:721.30ms
step:23864/40500 train_loss:1.5985 aux_loss:0.0026 train_time:17205851ms step_avg:721.30ms
step:23865/40500 train_loss:1.5793 aux_loss:0.0028 train_time:17206566ms step_avg:721.30ms
step:23866/40500 train_loss:1.5619 aux_loss:0.0025 train_time:17207281ms step_avg:721.30ms
step:23867/40500 train_loss:1.5431 aux_loss:0.0025 train_time:17207998ms step_avg:721.30ms
step:23868/40500 train_loss:1.6336 aux_loss:0.0024 train_time:17208715ms step_avg:721.30ms
step:23869/40500 train_loss:1.5213 aux_loss:0.0026 train_time:17209430ms step_avg:721.30ms
step:23870/40500 train_loss:1.6515 aux_loss:0.0028 train_time:17210146ms step_avg:721.30ms
step:23871/40500 train_loss:1.5820 aux_loss:0.0026 train_time:17210861ms step_avg:721.30ms
step:23872/40500 train_loss:1.6158 aux_loss:0.0029 train_time:17211577ms step_avg:721.30ms
step:23873/40500 train_loss:1.5527 aux_loss:0.0026 train_time:17212294ms step_avg:721.30ms
step:23874/40500 train_loss:1.5501 aux_loss:0.0026 train_time:17213010ms step_avg:721.30ms
step:23875/40500 train_loss:1.6117 aux_loss:0.0026 train_time:17213726ms step_avg:721.30ms
step:23876/40500 train_loss:1.6081 aux_loss:0.0027 train_time:17214442ms step_avg:721.30ms
step:23877/40500 train_loss:1.6205 aux_loss:0.0026 train_time:17215158ms step_avg:721.30ms
step:23878/40500 train_loss:1.6035 aux_loss:0.0027 train_time:17215875ms step_avg:721.30ms
step:23879/40500 train_loss:1.5633 aux_loss:0.0025 train_time:17216591ms step_avg:721.30ms
step:23880/40500 train_loss:1.5988 aux_loss:0.0026 train_time:17217307ms step_avg:721.29ms
step:23881/40500 train_loss:1.5784 aux_loss:0.0027 train_time:17218024ms step_avg:721.29ms
step:23882/40500 train_loss:1.5930 aux_loss:0.0025 train_time:17218738ms step_avg:721.29ms
step:23883/40500 train_loss:1.5498 aux_loss:0.0027 train_time:17219456ms step_avg:721.29ms
step:23884/40500 train_loss:1.6274 aux_loss:0.0026 train_time:17220175ms step_avg:721.29ms
step:23885/40500 train_loss:1.5795 aux_loss:0.0025 train_time:17220893ms step_avg:721.29ms
step:23886/40500 train_loss:1.5750 aux_loss:0.0027 train_time:17221611ms step_avg:721.29ms
step:23887/40500 train_loss:1.5539 aux_loss:0.0028 train_time:17222327ms step_avg:721.29ms
step:23888/40500 train_loss:1.5962 aux_loss:0.0029 train_time:17223042ms step_avg:721.29ms
step:23889/40500 train_loss:1.5846 aux_loss:0.0028 train_time:17223762ms step_avg:721.29ms
step:23890/40500 train_loss:1.5865 aux_loss:0.0027 train_time:17224477ms step_avg:721.29ms
step:23891/40500 train_loss:1.6297 aux_loss:0.0028 train_time:17225193ms step_avg:721.29ms
step:23892/40500 train_loss:1.6272 aux_loss:0.0026 train_time:17225909ms step_avg:721.29ms
step:23893/40500 train_loss:1.5953 aux_loss:0.0028 train_time:17226627ms step_avg:721.29ms
step:23894/40500 train_loss:1.5525 aux_loss:0.0027 train_time:17227343ms step_avg:721.29ms
step:23895/40500 train_loss:1.6059 aux_loss:0.0027 train_time:17228056ms step_avg:721.29ms
step:23896/40500 train_loss:1.6290 aux_loss:0.0027 train_time:17228773ms step_avg:721.29ms
step:23897/40500 train_loss:1.6399 aux_loss:0.0026 train_time:17229486ms step_avg:721.29ms
step:23898/40500 train_loss:1.5529 aux_loss:0.0027 train_time:17230202ms step_avg:721.29ms
step:23899/40500 train_loss:1.5395 aux_loss:0.0027 train_time:17230919ms step_avg:721.29ms
step:23900/40500 train_loss:1.5623 aux_loss:0.0026 train_time:17231635ms step_avg:721.29ms
step:23901/40500 train_loss:1.5682 aux_loss:0.0026 train_time:17232351ms step_avg:721.29ms
step:23902/40500 train_loss:1.6248 aux_loss:0.0025 train_time:17233068ms step_avg:721.29ms
step:23903/40500 train_loss:1.6142 aux_loss:0.0026 train_time:17233784ms step_avg:721.29ms
step:23904/40500 train_loss:1.5097 aux_loss:0.0025 train_time:17234498ms step_avg:721.29ms
step:23905/40500 train_loss:1.5508 aux_loss:0.0028 train_time:17235214ms step_avg:721.29ms
step:23906/40500 train_loss:1.5382 aux_loss:0.0026 train_time:17235928ms step_avg:721.29ms
step:23907/40500 train_loss:1.5969 aux_loss:0.0030 train_time:17236646ms step_avg:721.29ms
step:23908/40500 train_loss:1.5357 aux_loss:0.0026 train_time:17237361ms step_avg:721.29ms
step:23909/40500 train_loss:1.6044 aux_loss:0.0028 train_time:17238078ms step_avg:721.29ms
step:23910/40500 train_loss:1.5444 aux_loss:0.0028 train_time:17238797ms step_avg:721.29ms
step:23911/40500 train_loss:1.6416 aux_loss:0.0027 train_time:17239512ms step_avg:721.29ms
step:23912/40500 train_loss:1.5727 aux_loss:0.0028 train_time:17240228ms step_avg:721.29ms
step:23913/40500 train_loss:1.5591 aux_loss:0.0027 train_time:17240944ms step_avg:721.29ms
step:23914/40500 train_loss:1.6099 aux_loss:0.0028 train_time:17241663ms step_avg:721.29ms
step:23915/40500 train_loss:1.6184 aux_loss:0.0027 train_time:17242380ms step_avg:721.29ms
step:23916/40500 train_loss:1.6415 aux_loss:0.0029 train_time:17243096ms step_avg:721.29ms
step:23917/40500 train_loss:1.5284 aux_loss:0.0038 train_time:17243814ms step_avg:721.29ms
step:23918/40500 train_loss:1.5624 aux_loss:0.0026 train_time:17244530ms step_avg:721.29ms
step:23919/40500 train_loss:1.5723 aux_loss:0.0026 train_time:17245245ms step_avg:721.29ms
step:23920/40500 train_loss:1.5804 aux_loss:0.0026 train_time:17245963ms step_avg:721.29ms
step:23921/40500 train_loss:1.6131 aux_loss:0.0029 train_time:17246679ms step_avg:721.29ms
step:23922/40500 train_loss:1.5471 aux_loss:0.0026 train_time:17247394ms step_avg:721.29ms
step:23923/40500 train_loss:1.6137 aux_loss:0.0026 train_time:17248111ms step_avg:721.29ms
step:23924/40500 train_loss:1.5546 aux_loss:0.0026 train_time:17248828ms step_avg:721.29ms
step:23925/40500 train_loss:1.5918 aux_loss:0.0030 train_time:17249544ms step_avg:721.29ms
step:23926/40500 train_loss:1.5386 aux_loss:0.0029 train_time:17250262ms step_avg:721.29ms
step:23927/40500 train_loss:1.6119 aux_loss:0.0032 train_time:17250979ms step_avg:721.29ms
step:23928/40500 train_loss:1.6037 aux_loss:0.0031 train_time:17251697ms step_avg:721.29ms
step:23929/40500 train_loss:1.5752 aux_loss:0.0027 train_time:17252414ms step_avg:721.28ms
step:23930/40500 train_loss:1.5917 aux_loss:0.0036 train_time:17253130ms step_avg:721.28ms
step:23931/40500 train_loss:1.5892 aux_loss:0.0026 train_time:17253847ms step_avg:721.28ms
step:23932/40500 train_loss:1.5936 aux_loss:0.0026 train_time:17254564ms step_avg:721.28ms
step:23933/40500 train_loss:1.6093 aux_loss:0.0026 train_time:17255281ms step_avg:721.28ms
step:23934/40500 train_loss:1.6133 aux_loss:0.0026 train_time:17256000ms step_avg:721.28ms
step:23935/40500 train_loss:1.5863 aux_loss:0.0027 train_time:17256717ms step_avg:721.28ms
step:23936/40500 train_loss:1.5888 aux_loss:0.0027 train_time:17257434ms step_avg:721.28ms
step:23937/40500 train_loss:1.6282 aux_loss:0.0028 train_time:17258151ms step_avg:721.28ms
step:23938/40500 train_loss:1.6069 aux_loss:0.0026 train_time:17258868ms step_avg:721.28ms
step:23939/40500 train_loss:1.5170 aux_loss:0.0026 train_time:17259583ms step_avg:721.28ms
step:23940/40500 train_loss:1.5931 aux_loss:0.0027 train_time:17260300ms step_avg:721.28ms
step:23941/40500 train_loss:1.5114 aux_loss:0.0028 train_time:17261017ms step_avg:721.28ms
step:23942/40500 train_loss:1.6092 aux_loss:0.0031 train_time:17261733ms step_avg:721.28ms
step:23943/40500 train_loss:1.5609 aux_loss:0.0028 train_time:17262450ms step_avg:721.28ms
step:23944/40500 train_loss:1.6032 aux_loss:0.0027 train_time:17263168ms step_avg:721.28ms
step:23945/40500 train_loss:1.5676 aux_loss:0.0028 train_time:17263883ms step_avg:721.28ms
step:23946/40500 train_loss:1.6132 aux_loss:0.0029 train_time:17264598ms step_avg:721.28ms
step:23947/40500 train_loss:1.6421 aux_loss:0.0028 train_time:17265317ms step_avg:721.28ms
step:23948/40500 train_loss:1.5567 aux_loss:0.0026 train_time:17266034ms step_avg:721.28ms
step:23949/40500 train_loss:1.5714 aux_loss:0.0025 train_time:17266750ms step_avg:721.28ms
step:23950/40500 train_loss:1.6104 aux_loss:0.0027 train_time:17267466ms step_avg:721.28ms
step:23951/40500 train_loss:1.5785 aux_loss:0.0028 train_time:17268183ms step_avg:721.28ms
step:23952/40500 train_loss:1.5585 aux_loss:0.0025 train_time:17268899ms step_avg:721.28ms
step:23953/40500 train_loss:1.5599 aux_loss:0.0028 train_time:17269616ms step_avg:721.28ms
step:23954/40500 train_loss:1.6030 aux_loss:0.0026 train_time:17270334ms step_avg:721.28ms
step:23955/40500 train_loss:1.5350 aux_loss:0.0028 train_time:17271047ms step_avg:721.28ms
step:23956/40500 train_loss:1.5680 aux_loss:0.0026 train_time:17271767ms step_avg:721.28ms
step:23957/40500 train_loss:1.6262 aux_loss:0.0026 train_time:17272484ms step_avg:721.28ms
step:23958/40500 train_loss:1.6378 aux_loss:0.0028 train_time:17273199ms step_avg:721.28ms
step:23959/40500 train_loss:1.6388 aux_loss:0.0027 train_time:17273916ms step_avg:721.28ms
step:23960/40500 train_loss:1.5579 aux_loss:0.0026 train_time:17274633ms step_avg:721.28ms
step:23961/40500 train_loss:1.6252 aux_loss:0.0027 train_time:17275352ms step_avg:721.28ms
step:23962/40500 train_loss:1.5754 aux_loss:0.0028 train_time:17276069ms step_avg:721.28ms
step:23963/40500 train_loss:1.5791 aux_loss:0.0028 train_time:17276785ms step_avg:721.28ms
step:23964/40500 train_loss:1.5751 aux_loss:0.0026 train_time:17277501ms step_avg:721.28ms
step:23965/40500 train_loss:1.6137 aux_loss:0.0027 train_time:17278218ms step_avg:721.28ms
step:23966/40500 train_loss:1.6118 aux_loss:0.0028 train_time:17278935ms step_avg:721.28ms
step:23967/40500 train_loss:1.6086 aux_loss:0.0030 train_time:17279652ms step_avg:721.28ms
step:23968/40500 train_loss:1.5487 aux_loss:0.0027 train_time:17280369ms step_avg:721.28ms
step:23969/40500 train_loss:1.6971 aux_loss:0.0028 train_time:17281087ms step_avg:721.28ms
step:23970/40500 train_loss:1.6119 aux_loss:0.0026 train_time:17281802ms step_avg:721.28ms
step:23971/40500 train_loss:1.6190 aux_loss:0.0026 train_time:17282519ms step_avg:721.28ms
step:23972/40500 train_loss:1.5978 aux_loss:0.0028 train_time:17283235ms step_avg:721.28ms
step:23973/40500 train_loss:1.5582 aux_loss:0.0028 train_time:17283954ms step_avg:721.28ms
step:23974/40500 train_loss:1.6118 aux_loss:0.0028 train_time:17284670ms step_avg:721.28ms
step:23975/40500 train_loss:1.6175 aux_loss:0.0029 train_time:17285388ms step_avg:721.28ms
step:23976/40500 train_loss:1.5787 aux_loss:0.0028 train_time:17286103ms step_avg:721.28ms
step:23977/40500 train_loss:1.5440 aux_loss:0.0027 train_time:17286821ms step_avg:721.28ms
step:23978/40500 train_loss:1.5450 aux_loss:0.0027 train_time:17287537ms step_avg:721.28ms
step:23979/40500 train_loss:1.5998 aux_loss:0.0027 train_time:17288251ms step_avg:721.28ms
step:23980/40500 train_loss:1.5417 aux_loss:0.0027 train_time:17288966ms step_avg:721.28ms
step:23981/40500 train_loss:1.6248 aux_loss:0.0027 train_time:17289682ms step_avg:721.27ms
step:23982/40500 train_loss:1.6124 aux_loss:0.0028 train_time:17290397ms step_avg:721.27ms
step:23983/40500 train_loss:1.5894 aux_loss:0.0029 train_time:17291113ms step_avg:721.27ms
step:23984/40500 train_loss:1.6198 aux_loss:0.0029 train_time:17291832ms step_avg:721.27ms
step:23985/40500 train_loss:1.5726 aux_loss:0.0028 train_time:17292551ms step_avg:721.27ms
step:23986/40500 train_loss:1.6048 aux_loss:0.0027 train_time:17293268ms step_avg:721.27ms
step:23987/40500 train_loss:1.5949 aux_loss:0.0028 train_time:17293985ms step_avg:721.27ms
step:23988/40500 train_loss:1.5970 aux_loss:0.0027 train_time:17294702ms step_avg:721.27ms
step:23989/40500 train_loss:1.5870 aux_loss:0.0026 train_time:17295418ms step_avg:721.27ms
step:23990/40500 train_loss:1.6093 aux_loss:0.0027 train_time:17296134ms step_avg:721.27ms
step:23991/40500 train_loss:1.5712 aux_loss:0.0027 train_time:17296851ms step_avg:721.27ms
step:23992/40500 train_loss:1.5813 aux_loss:0.0027 train_time:17297568ms step_avg:721.27ms
step:23993/40500 train_loss:1.6096 aux_loss:0.0030 train_time:17298287ms step_avg:721.27ms
step:23994/40500 train_loss:1.5374 aux_loss:0.0029 train_time:17299001ms step_avg:721.27ms
step:23995/40500 train_loss:1.5922 aux_loss:0.0027 train_time:17299719ms step_avg:721.27ms
step:23996/40500 train_loss:1.5774 aux_loss:0.0031 train_time:17300436ms step_avg:721.27ms
step:23997/40500 train_loss:1.5855 aux_loss:0.0028 train_time:17301151ms step_avg:721.27ms
step:23998/40500 train_loss:1.6160 aux_loss:0.0028 train_time:17301871ms step_avg:721.27ms
step:23999/40500 train_loss:1.5934 aux_loss:0.0026 train_time:17302588ms step_avg:721.27ms
step:24000/40500 train_loss:1.5630 aux_loss:0.0026 train_time:17303308ms step_avg:721.27ms
step:24000/40500 val_loss:1.5985 val_aux_loss:0.0029 train_time:17303308ms step_avg:721.27ms
step:24001/40500 train_loss:1.5524 aux_loss:0.0028 train_time:17304028ms step_avg:721.27ms
step:24002/40500 train_loss:1.5879 aux_loss:0.0025 train_time:17304745ms step_avg:721.27ms
step:24003/40500 train_loss:1.5793 aux_loss:0.0024 train_time:17305461ms step_avg:721.27ms
step:24004/40500 train_loss:1.5359 aux_loss:0.0026 train_time:17306179ms step_avg:721.27ms
step:24005/40500 train_loss:1.5175 aux_loss:0.0026 train_time:17306896ms step_avg:721.27ms
step:24006/40500 train_loss:1.5366 aux_loss:0.0026 train_time:17307613ms step_avg:721.27ms
step:24007/40500 train_loss:1.5603 aux_loss:0.0031 train_time:17308329ms step_avg:721.27ms
step:24008/40500 train_loss:1.6228 aux_loss:0.0029 train_time:17309050ms step_avg:721.27ms
step:24009/40500 train_loss:1.6007 aux_loss:0.0025 train_time:17309766ms step_avg:721.27ms
step:24010/40500 train_loss:1.5372 aux_loss:0.0025 train_time:17310480ms step_avg:721.27ms
step:24011/40500 train_loss:1.5524 aux_loss:0.0025 train_time:17311197ms step_avg:721.27ms
step:24012/40500 train_loss:1.5549 aux_loss:0.0024 train_time:17311915ms step_avg:721.27ms
step:24013/40500 train_loss:1.5562 aux_loss:0.0027 train_time:17312631ms step_avg:721.27ms
step:24014/40500 train_loss:1.5794 aux_loss:0.0027 train_time:17313347ms step_avg:721.27ms
step:24015/40500 train_loss:1.5816 aux_loss:0.0027 train_time:17314065ms step_avg:721.27ms
step:24016/40500 train_loss:1.6187 aux_loss:0.0026 train_time:17314780ms step_avg:721.27ms
step:24017/40500 train_loss:1.5876 aux_loss:0.0027 train_time:17315496ms step_avg:721.27ms
step:24018/40500 train_loss:1.5705 aux_loss:0.0029 train_time:17316211ms step_avg:721.27ms
step:24019/40500 train_loss:1.5886 aux_loss:0.0026 train_time:17316927ms step_avg:721.27ms
step:24020/40500 train_loss:1.6313 aux_loss:0.0028 train_time:17317644ms step_avg:721.27ms
step:24021/40500 train_loss:1.6106 aux_loss:0.0027 train_time:17318360ms step_avg:721.27ms
step:24022/40500 train_loss:1.5598 aux_loss:0.0026 train_time:17319077ms step_avg:721.27ms
step:24023/40500 train_loss:1.5573 aux_loss:0.0025 train_time:17319792ms step_avg:721.27ms
step:24024/40500 train_loss:1.5989 aux_loss:0.0026 train_time:17320509ms step_avg:721.27ms
step:24025/40500 train_loss:1.6513 aux_loss:0.0027 train_time:17321226ms step_avg:721.27ms
step:24026/40500 train_loss:1.5654 aux_loss:0.0025 train_time:17321944ms step_avg:721.27ms
step:24027/40500 train_loss:1.5716 aux_loss:0.0028 train_time:17322660ms step_avg:721.27ms
step:24028/40500 train_loss:1.5980 aux_loss:0.0028 train_time:17323377ms step_avg:721.27ms
step:24029/40500 train_loss:1.6168 aux_loss:0.0030 train_time:17324094ms step_avg:721.27ms
step:24030/40500 train_loss:1.5967 aux_loss:0.0027 train_time:17324809ms step_avg:721.27ms
step:24031/40500 train_loss:1.6162 aux_loss:0.0028 train_time:17325525ms step_avg:721.27ms
step:24032/40500 train_loss:1.5593 aux_loss:0.0027 train_time:17326242ms step_avg:721.27ms
step:24033/40500 train_loss:1.5639 aux_loss:0.0027 train_time:17326957ms step_avg:721.27ms
step:24034/40500 train_loss:1.5749 aux_loss:0.0026 train_time:17327672ms step_avg:721.27ms
step:24035/40500 train_loss:1.5644 aux_loss:0.0027 train_time:17328388ms step_avg:721.26ms
step:24036/40500 train_loss:1.5955 aux_loss:0.0026 train_time:17329104ms step_avg:721.26ms
step:24037/40500 train_loss:1.6110 aux_loss:0.0028 train_time:17329822ms step_avg:721.26ms
step:24038/40500 train_loss:1.5951 aux_loss:0.0026 train_time:17330537ms step_avg:721.26ms
step:24039/40500 train_loss:1.5742 aux_loss:0.0026 train_time:17331254ms step_avg:721.26ms
step:24040/40500 train_loss:1.5859 aux_loss:0.0026 train_time:17331969ms step_avg:721.26ms
step:24041/40500 train_loss:1.5369 aux_loss:0.0028 train_time:17332685ms step_avg:721.26ms
step:24042/40500 train_loss:1.6483 aux_loss:0.0028 train_time:17333403ms step_avg:721.26ms
step:24043/40500 train_loss:1.5811 aux_loss:0.0029 train_time:17334120ms step_avg:721.26ms
step:24044/40500 train_loss:1.5992 aux_loss:0.0026 train_time:17334835ms step_avg:721.26ms
step:24045/40500 train_loss:1.6364 aux_loss:0.0025 train_time:17335554ms step_avg:721.26ms
step:24046/40500 train_loss:1.5878 aux_loss:0.0025 train_time:17336269ms step_avg:721.26ms
step:24047/40500 train_loss:1.5404 aux_loss:0.0026 train_time:17336986ms step_avg:721.26ms
step:24048/40500 train_loss:1.5829 aux_loss:0.0025 train_time:17337705ms step_avg:721.26ms
step:24049/40500 train_loss:1.5601 aux_loss:0.0025 train_time:17338421ms step_avg:721.26ms
step:24050/40500 train_loss:1.5522 aux_loss:0.0025 train_time:17339138ms step_avg:721.26ms
step:24051/40500 train_loss:1.5662 aux_loss:0.0027 train_time:17339857ms step_avg:721.26ms
step:24052/40500 train_loss:1.5197 aux_loss:0.0027 train_time:17340572ms step_avg:721.26ms
step:24053/40500 train_loss:1.5633 aux_loss:0.0025 train_time:17341290ms step_avg:721.26ms
step:24054/40500 train_loss:1.5676 aux_loss:0.0027 train_time:17342005ms step_avg:721.26ms
step:24055/40500 train_loss:1.5680 aux_loss:0.0027 train_time:17342721ms step_avg:721.26ms
step:24056/40500 train_loss:1.5331 aux_loss:0.0028 train_time:17343438ms step_avg:721.26ms
step:24057/40500 train_loss:1.5760 aux_loss:0.0026 train_time:17344157ms step_avg:721.26ms
step:24058/40500 train_loss:1.6054 aux_loss:0.0027 train_time:17344873ms step_avg:721.26ms
step:24059/40500 train_loss:1.5939 aux_loss:0.0029 train_time:17345589ms step_avg:721.26ms
step:24060/40500 train_loss:1.5877 aux_loss:0.0026 train_time:17346305ms step_avg:721.26ms
step:24061/40500 train_loss:1.5888 aux_loss:0.0025 train_time:17347022ms step_avg:721.26ms
step:24062/40500 train_loss:1.6419 aux_loss:0.0029 train_time:17347739ms step_avg:721.26ms
step:24063/40500 train_loss:1.6502 aux_loss:0.0027 train_time:17348457ms step_avg:721.26ms
step:24064/40500 train_loss:1.6226 aux_loss:0.0030 train_time:17349173ms step_avg:721.26ms
step:24065/40500 train_loss:1.5271 aux_loss:0.0026 train_time:17349889ms step_avg:721.26ms
step:24066/40500 train_loss:1.6085 aux_loss:0.0028 train_time:17350608ms step_avg:721.26ms
step:24067/40500 train_loss:1.6222 aux_loss:0.0027 train_time:17351324ms step_avg:721.26ms
step:24068/40500 train_loss:1.5901 aux_loss:0.0028 train_time:17352041ms step_avg:721.26ms
step:24069/40500 train_loss:1.5602 aux_loss:0.0026 train_time:17352760ms step_avg:721.26ms
step:24070/40500 train_loss:1.5491 aux_loss:0.0026 train_time:17353477ms step_avg:721.26ms
step:24071/40500 train_loss:1.5601 aux_loss:0.0026 train_time:17354193ms step_avg:721.26ms
step:24072/40500 train_loss:1.5477 aux_loss:0.0037 train_time:17354910ms step_avg:721.26ms
step:24073/40500 train_loss:1.4916 aux_loss:0.0027 train_time:17355628ms step_avg:721.26ms
step:24074/40500 train_loss:1.5832 aux_loss:0.0026 train_time:17356345ms step_avg:721.26ms
step:24075/40500 train_loss:1.5887 aux_loss:0.0025 train_time:17357060ms step_avg:721.26ms
step:24076/40500 train_loss:1.5605 aux_loss:0.0026 train_time:17357777ms step_avg:721.26ms
step:24077/40500 train_loss:1.6026 aux_loss:0.0027 train_time:17358494ms step_avg:721.26ms
step:24078/40500 train_loss:1.5314 aux_loss:0.0025 train_time:17359211ms step_avg:721.26ms
step:24079/40500 train_loss:1.5816 aux_loss:0.0026 train_time:17359924ms step_avg:721.26ms
step:24080/40500 train_loss:1.5818 aux_loss:0.0026 train_time:17360640ms step_avg:721.26ms
step:24081/40500 train_loss:1.5574 aux_loss:0.0027 train_time:17361358ms step_avg:721.26ms
step:24082/40500 train_loss:1.5734 aux_loss:0.0028 train_time:17362074ms step_avg:721.26ms
step:24083/40500 train_loss:1.5842 aux_loss:0.0027 train_time:17362789ms step_avg:721.26ms
step:24084/40500 train_loss:1.5245 aux_loss:0.0025 train_time:17363507ms step_avg:721.26ms
step:24085/40500 train_loss:1.5795 aux_loss:0.0028 train_time:17364224ms step_avg:721.26ms
step:24086/40500 train_loss:1.6154 aux_loss:0.0026 train_time:17364942ms step_avg:721.26ms
step:24087/40500 train_loss:1.5724 aux_loss:0.0029 train_time:17365657ms step_avg:721.26ms
step:24088/40500 train_loss:1.5700 aux_loss:0.0025 train_time:17366375ms step_avg:721.25ms
step:24089/40500 train_loss:1.5804 aux_loss:0.0026 train_time:17367093ms step_avg:721.25ms
step:24090/40500 train_loss:1.5871 aux_loss:0.0026 train_time:17367811ms step_avg:721.25ms
step:24091/40500 train_loss:1.5712 aux_loss:0.0025 train_time:17368527ms step_avg:721.25ms
step:24092/40500 train_loss:1.6029 aux_loss:0.0026 train_time:17369244ms step_avg:721.25ms
step:24093/40500 train_loss:1.5413 aux_loss:0.0030 train_time:17369960ms step_avg:721.25ms
step:24094/40500 train_loss:1.5747 aux_loss:0.0027 train_time:17370677ms step_avg:721.25ms
step:24095/40500 train_loss:1.5274 aux_loss:0.0030 train_time:17371395ms step_avg:721.25ms
step:24096/40500 train_loss:1.5627 aux_loss:0.0028 train_time:17372111ms step_avg:721.25ms
step:24097/40500 train_loss:1.6032 aux_loss:0.0027 train_time:17372827ms step_avg:721.25ms
step:24098/40500 train_loss:1.5666 aux_loss:0.0028 train_time:17373544ms step_avg:721.25ms
step:24099/40500 train_loss:1.6048 aux_loss:0.0027 train_time:17374261ms step_avg:721.25ms
step:24100/40500 train_loss:1.5968 aux_loss:0.0027 train_time:17374979ms step_avg:721.25ms
step:24101/40500 train_loss:1.5420 aux_loss:0.0027 train_time:17375694ms step_avg:721.25ms
step:24102/40500 train_loss:1.6050 aux_loss:0.0026 train_time:17376410ms step_avg:721.25ms
step:24103/40500 train_loss:1.5938 aux_loss:0.0027 train_time:17377128ms step_avg:721.25ms
step:24104/40500 train_loss:1.6035 aux_loss:0.0027 train_time:17377844ms step_avg:721.25ms
step:24105/40500 train_loss:1.5476 aux_loss:0.0028 train_time:17378559ms step_avg:721.25ms
step:24106/40500 train_loss:1.5901 aux_loss:0.0026 train_time:17379276ms step_avg:721.25ms
step:24107/40500 train_loss:1.5912 aux_loss:0.0027 train_time:17379993ms step_avg:721.25ms
step:24108/40500 train_loss:1.5310 aux_loss:0.0029 train_time:17380710ms step_avg:721.25ms
step:24109/40500 train_loss:1.5704 aux_loss:0.0028 train_time:17381427ms step_avg:721.25ms
step:24110/40500 train_loss:1.6405 aux_loss:0.0027 train_time:17382144ms step_avg:721.25ms
step:24111/40500 train_loss:1.5790 aux_loss:0.0026 train_time:17382862ms step_avg:721.25ms
step:24112/40500 train_loss:1.6041 aux_loss:0.0027 train_time:17383576ms step_avg:721.25ms
step:24113/40500 train_loss:1.5354 aux_loss:0.0026 train_time:17384294ms step_avg:721.25ms
step:24114/40500 train_loss:1.5490 aux_loss:0.0028 train_time:17385010ms step_avg:721.25ms
step:24115/40500 train_loss:1.6557 aux_loss:0.0028 train_time:17385727ms step_avg:721.25ms
step:24116/40500 train_loss:1.5737 aux_loss:0.0025 train_time:17386444ms step_avg:721.25ms
step:24117/40500 train_loss:1.6113 aux_loss:0.0026 train_time:17387162ms step_avg:721.25ms
step:24118/40500 train_loss:1.5780 aux_loss:0.0025 train_time:17387877ms step_avg:721.25ms
step:24119/40500 train_loss:1.5712 aux_loss:0.0026 train_time:17388593ms step_avg:721.25ms
step:24120/40500 train_loss:1.6260 aux_loss:0.0026 train_time:17389310ms step_avg:721.25ms
step:24121/40500 train_loss:1.6114 aux_loss:0.0025 train_time:17390024ms step_avg:721.25ms
step:24122/40500 train_loss:1.5620 aux_loss:0.0027 train_time:17390740ms step_avg:721.25ms
step:24123/40500 train_loss:1.5630 aux_loss:0.0026 train_time:17391456ms step_avg:721.25ms
step:24124/40500 train_loss:1.6186 aux_loss:0.0028 train_time:17392172ms step_avg:721.25ms
step:24125/40500 train_loss:1.5933 aux_loss:0.0026 train_time:17392887ms step_avg:721.25ms
step:24126/40500 train_loss:1.6447 aux_loss:0.0029 train_time:17393604ms step_avg:721.25ms
step:24127/40500 train_loss:1.5726 aux_loss:0.0029 train_time:17394321ms step_avg:721.25ms
step:24128/40500 train_loss:1.6339 aux_loss:0.0027 train_time:17395041ms step_avg:721.25ms
step:24129/40500 train_loss:1.5891 aux_loss:0.0025 train_time:17395757ms step_avg:721.25ms
step:24130/40500 train_loss:1.6116 aux_loss:0.0026 train_time:17396474ms step_avg:721.25ms
step:24131/40500 train_loss:1.6126 aux_loss:0.0028 train_time:17397192ms step_avg:721.25ms
step:24132/40500 train_loss:1.6010 aux_loss:0.0033 train_time:17397908ms step_avg:721.25ms
step:24133/40500 train_loss:1.5693 aux_loss:0.0025 train_time:17398623ms step_avg:721.25ms
step:24134/40500 train_loss:1.5664 aux_loss:0.0027 train_time:17399340ms step_avg:721.25ms
step:24135/40500 train_loss:1.5695 aux_loss:0.0028 train_time:17400057ms step_avg:721.25ms
step:24136/40500 train_loss:1.5949 aux_loss:0.0025 train_time:17400775ms step_avg:721.25ms
step:24137/40500 train_loss:1.6045 aux_loss:0.0025 train_time:17401491ms step_avg:721.25ms
step:24138/40500 train_loss:1.6291 aux_loss:0.0026 train_time:17402210ms step_avg:721.25ms
step:24139/40500 train_loss:1.6161 aux_loss:0.0027 train_time:17402923ms step_avg:721.25ms
step:24140/40500 train_loss:1.5981 aux_loss:0.0029 train_time:17403640ms step_avg:721.24ms
step:24141/40500 train_loss:1.5728 aux_loss:0.0026 train_time:17404358ms step_avg:721.24ms
step:24142/40500 train_loss:1.5558 aux_loss:0.0027 train_time:17405075ms step_avg:721.24ms
step:24143/40500 train_loss:1.5682 aux_loss:0.0025 train_time:17405791ms step_avg:721.24ms
step:24144/40500 train_loss:1.6711 aux_loss:0.0027 train_time:17406507ms step_avg:721.24ms
step:24145/40500 train_loss:1.6151 aux_loss:0.0027 train_time:17407224ms step_avg:721.24ms
step:24146/40500 train_loss:1.5641 aux_loss:0.0026 train_time:17407939ms step_avg:721.24ms
step:24147/40500 train_loss:1.5628 aux_loss:0.0025 train_time:17408655ms step_avg:721.24ms
step:24148/40500 train_loss:1.5951 aux_loss:0.0028 train_time:17409372ms step_avg:721.24ms
step:24149/40500 train_loss:1.6109 aux_loss:0.0028 train_time:17410088ms step_avg:721.24ms
step:24150/40500 train_loss:1.6195 aux_loss:0.0029 train_time:17410804ms step_avg:721.24ms
step:24151/40500 train_loss:1.5900 aux_loss:0.0027 train_time:17411521ms step_avg:721.24ms
step:24152/40500 train_loss:1.6021 aux_loss:0.0030 train_time:17412238ms step_avg:721.24ms
step:24153/40500 train_loss:1.6251 aux_loss:0.0025 train_time:17412955ms step_avg:721.24ms
step:24154/40500 train_loss:1.6017 aux_loss:0.0026 train_time:17413671ms step_avg:721.24ms
step:24155/40500 train_loss:1.6332 aux_loss:0.0025 train_time:17414387ms step_avg:721.24ms
step:24156/40500 train_loss:1.6129 aux_loss:0.0026 train_time:17415103ms step_avg:721.24ms
step:24157/40500 train_loss:1.5978 aux_loss:0.0027 train_time:17415820ms step_avg:721.24ms
step:24158/40500 train_loss:1.5574 aux_loss:0.0031 train_time:17416536ms step_avg:721.24ms
step:24159/40500 train_loss:1.5550 aux_loss:0.0028 train_time:17417252ms step_avg:721.24ms
step:24160/40500 train_loss:1.6231 aux_loss:0.0027 train_time:17417967ms step_avg:721.24ms
step:24161/40500 train_loss:1.6116 aux_loss:0.0029 train_time:17418684ms step_avg:721.24ms
step:24162/40500 train_loss:1.5729 aux_loss:0.0028 train_time:17419400ms step_avg:721.24ms
step:24163/40500 train_loss:1.5385 aux_loss:0.0028 train_time:17420116ms step_avg:721.24ms
step:24164/40500 train_loss:1.5377 aux_loss:0.0026 train_time:17420832ms step_avg:721.24ms
step:24165/40500 train_loss:1.5908 aux_loss:0.0026 train_time:17421549ms step_avg:721.24ms
step:24166/40500 train_loss:1.6196 aux_loss:0.0028 train_time:17422264ms step_avg:721.24ms
step:24167/40500 train_loss:1.5404 aux_loss:0.0026 train_time:17422980ms step_avg:721.24ms
step:24168/40500 train_loss:1.6070 aux_loss:0.0025 train_time:17423698ms step_avg:721.24ms
step:24169/40500 train_loss:1.5699 aux_loss:0.0031 train_time:17424415ms step_avg:721.24ms
step:24170/40500 train_loss:1.5804 aux_loss:0.0024 train_time:17425130ms step_avg:721.24ms
step:24171/40500 train_loss:1.5325 aux_loss:0.0027 train_time:17425846ms step_avg:721.24ms
step:24172/40500 train_loss:1.5475 aux_loss:0.0027 train_time:17426562ms step_avg:721.24ms
step:24173/40500 train_loss:1.5707 aux_loss:0.0028 train_time:17427280ms step_avg:721.24ms
step:24174/40500 train_loss:1.5022 aux_loss:0.0028 train_time:17427996ms step_avg:721.24ms
step:24175/40500 train_loss:1.6238 aux_loss:0.0028 train_time:17428713ms step_avg:721.24ms
step:24176/40500 train_loss:1.5407 aux_loss:0.0027 train_time:17429431ms step_avg:721.24ms
step:24177/40500 train_loss:1.5415 aux_loss:0.0026 train_time:17430148ms step_avg:721.24ms
step:24178/40500 train_loss:1.5279 aux_loss:0.0027 train_time:17430864ms step_avg:721.24ms
step:24179/40500 train_loss:1.6286 aux_loss:0.0029 train_time:17431580ms step_avg:721.24ms
step:24180/40500 train_loss:1.6065 aux_loss:0.0025 train_time:17432297ms step_avg:721.24ms
step:24181/40500 train_loss:1.6253 aux_loss:0.0026 train_time:17433013ms step_avg:721.24ms
step:24182/40500 train_loss:1.5339 aux_loss:0.0025 train_time:17433730ms step_avg:721.24ms
step:24183/40500 train_loss:1.6246 aux_loss:0.0028 train_time:17434449ms step_avg:721.24ms
step:24184/40500 train_loss:1.6125 aux_loss:0.0026 train_time:17435165ms step_avg:721.24ms
step:24185/40500 train_loss:1.5804 aux_loss:0.0026 train_time:17435882ms step_avg:721.24ms
step:24186/40500 train_loss:1.5083 aux_loss:0.0026 train_time:17436597ms step_avg:721.24ms
step:24187/40500 train_loss:1.5627 aux_loss:0.0029 train_time:17437312ms step_avg:721.24ms
step:24188/40500 train_loss:1.6062 aux_loss:0.0027 train_time:17438027ms step_avg:721.24ms
step:24189/40500 train_loss:1.5478 aux_loss:0.0027 train_time:17438742ms step_avg:721.24ms
step:24190/40500 train_loss:1.5444 aux_loss:0.0028 train_time:17439460ms step_avg:721.23ms
step:24191/40500 train_loss:1.5360 aux_loss:0.0030 train_time:17440178ms step_avg:721.23ms
step:24192/40500 train_loss:1.5788 aux_loss:0.0026 train_time:17440894ms step_avg:721.23ms
step:24193/40500 train_loss:1.5865 aux_loss:0.0026 train_time:17441611ms step_avg:721.23ms
step:24194/40500 train_loss:1.5690 aux_loss:0.0051 train_time:17442328ms step_avg:721.23ms
step:24195/40500 train_loss:1.5808 aux_loss:0.0028 train_time:17443045ms step_avg:721.23ms
step:24196/40500 train_loss:1.6108 aux_loss:0.0027 train_time:17443762ms step_avg:721.23ms
step:24197/40500 train_loss:1.5543 aux_loss:0.0025 train_time:17444479ms step_avg:721.23ms
step:24198/40500 train_loss:1.6022 aux_loss:0.0026 train_time:17445195ms step_avg:721.23ms
step:24199/40500 train_loss:1.5776 aux_loss:0.0026 train_time:17445913ms step_avg:721.23ms
step:24200/40500 train_loss:1.5744 aux_loss:0.0027 train_time:17446630ms step_avg:721.23ms
step:24201/40500 train_loss:1.5805 aux_loss:0.0028 train_time:17447348ms step_avg:721.23ms
step:24202/40500 train_loss:1.5939 aux_loss:0.0026 train_time:17448067ms step_avg:721.23ms
step:24203/40500 train_loss:1.6190 aux_loss:0.0025 train_time:17448786ms step_avg:721.23ms
step:24204/40500 train_loss:1.6190 aux_loss:0.0026 train_time:17449502ms step_avg:721.23ms
step:24205/40500 train_loss:1.5868 aux_loss:0.0025 train_time:17450218ms step_avg:721.23ms
step:24206/40500 train_loss:1.6427 aux_loss:0.0027 train_time:17450934ms step_avg:721.23ms
step:24207/40500 train_loss:1.5777 aux_loss:0.0027 train_time:17451650ms step_avg:721.23ms
step:24208/40500 train_loss:1.5601 aux_loss:0.0032 train_time:17452365ms step_avg:721.23ms
step:24209/40500 train_loss:1.5793 aux_loss:0.0029 train_time:17453085ms step_avg:721.23ms
step:24210/40500 train_loss:1.5671 aux_loss:0.0029 train_time:17453802ms step_avg:721.23ms
step:24211/40500 train_loss:1.6305 aux_loss:0.0027 train_time:17454518ms step_avg:721.23ms
step:24212/40500 train_loss:1.5918 aux_loss:0.0027 train_time:17455235ms step_avg:721.23ms
step:24213/40500 train_loss:1.5553 aux_loss:0.0025 train_time:17455952ms step_avg:721.23ms
step:24214/40500 train_loss:1.5651 aux_loss:0.0025 train_time:17456667ms step_avg:721.23ms
step:24215/40500 train_loss:1.5672 aux_loss:0.0026 train_time:17457384ms step_avg:721.23ms
step:24216/40500 train_loss:1.5853 aux_loss:0.0029 train_time:17458102ms step_avg:721.23ms
step:24217/40500 train_loss:1.6101 aux_loss:0.0031 train_time:17458819ms step_avg:721.23ms
step:24218/40500 train_loss:1.6153 aux_loss:0.0027 train_time:17459535ms step_avg:721.23ms
step:24219/40500 train_loss:1.5949 aux_loss:0.0032 train_time:17460253ms step_avg:721.23ms
step:24220/40500 train_loss:1.6207 aux_loss:0.0025 train_time:17460970ms step_avg:721.23ms
step:24221/40500 train_loss:1.5962 aux_loss:0.0025 train_time:17461684ms step_avg:721.23ms
step:24222/40500 train_loss:1.6141 aux_loss:0.0024 train_time:17462402ms step_avg:721.23ms
step:24223/40500 train_loss:1.5356 aux_loss:0.0026 train_time:17463118ms step_avg:721.23ms
step:24224/40500 train_loss:1.5840 aux_loss:0.0025 train_time:17463834ms step_avg:721.23ms
step:24225/40500 train_loss:1.5598 aux_loss:0.0025 train_time:17464551ms step_avg:721.23ms
step:24226/40500 train_loss:1.5867 aux_loss:0.0025 train_time:17465268ms step_avg:721.23ms
step:24227/40500 train_loss:1.5953 aux_loss:0.0026 train_time:17465985ms step_avg:721.23ms
step:24228/40500 train_loss:1.5636 aux_loss:0.0026 train_time:17466702ms step_avg:721.23ms
step:24229/40500 train_loss:1.5762 aux_loss:0.0026 train_time:17467417ms step_avg:721.23ms
step:24230/40500 train_loss:1.6270 aux_loss:0.0026 train_time:17468134ms step_avg:721.23ms
step:24231/40500 train_loss:1.6441 aux_loss:0.0027 train_time:17468850ms step_avg:721.23ms
step:24232/40500 train_loss:1.5649 aux_loss:0.0025 train_time:17469568ms step_avg:721.23ms
step:24233/40500 train_loss:1.5821 aux_loss:0.0025 train_time:17470285ms step_avg:721.23ms
step:24234/40500 train_loss:1.5901 aux_loss:0.0025 train_time:17471003ms step_avg:721.23ms
step:24235/40500 train_loss:1.5886 aux_loss:0.0026 train_time:17471719ms step_avg:721.23ms
step:24236/40500 train_loss:1.5208 aux_loss:0.0026 train_time:17472436ms step_avg:721.23ms
step:24237/40500 train_loss:1.5723 aux_loss:0.0026 train_time:17473153ms step_avg:721.23ms
step:24238/40500 train_loss:1.6069 aux_loss:0.0027 train_time:17473868ms step_avg:721.23ms
step:24239/40500 train_loss:1.5480 aux_loss:0.0026 train_time:17474581ms step_avg:721.23ms
step:24240/40500 train_loss:1.5642 aux_loss:0.0025 train_time:17475302ms step_avg:721.23ms
step:24241/40500 train_loss:1.6173 aux_loss:0.0025 train_time:17476016ms step_avg:721.23ms
step:24242/40500 train_loss:1.5697 aux_loss:0.0026 train_time:17476733ms step_avg:721.23ms
step:24243/40500 train_loss:1.6266 aux_loss:0.0026 train_time:17477451ms step_avg:721.23ms
step:24244/40500 train_loss:1.5677 aux_loss:0.0026 train_time:17478167ms step_avg:721.23ms
step:24245/40500 train_loss:1.5904 aux_loss:0.0027 train_time:17478884ms step_avg:721.22ms
step:24246/40500 train_loss:1.5597 aux_loss:0.0029 train_time:17479604ms step_avg:721.22ms
step:24247/40500 train_loss:1.6195 aux_loss:0.0026 train_time:17480319ms step_avg:721.22ms
step:24248/40500 train_loss:1.5969 aux_loss:0.0026 train_time:17481036ms step_avg:721.22ms
step:24249/40500 train_loss:1.6223 aux_loss:0.0026 train_time:17481754ms step_avg:721.22ms
step:24250/40500 train_loss:1.5914 aux_loss:0.0025 train_time:17482470ms step_avg:721.22ms
step:24251/40500 train_loss:1.6109 aux_loss:0.0025 train_time:17483185ms step_avg:721.22ms
step:24252/40500 train_loss:1.5843 aux_loss:0.0025 train_time:17483902ms step_avg:721.22ms
step:24253/40500 train_loss:1.5479 aux_loss:0.0027 train_time:17484621ms step_avg:721.22ms
step:24254/40500 train_loss:1.5796 aux_loss:0.0025 train_time:17485336ms step_avg:721.22ms
step:24255/40500 train_loss:1.6181 aux_loss:0.0026 train_time:17486052ms step_avg:721.22ms
step:24256/40500 train_loss:1.5748 aux_loss:0.0025 train_time:17486770ms step_avg:721.22ms
step:24257/40500 train_loss:1.5886 aux_loss:0.0028 train_time:17487486ms step_avg:721.22ms
step:24258/40500 train_loss:1.6059 aux_loss:0.0027 train_time:17488202ms step_avg:721.22ms
step:24259/40500 train_loss:1.5783 aux_loss:0.0025 train_time:17488919ms step_avg:721.22ms
step:24260/40500 train_loss:1.5708 aux_loss:0.0027 train_time:17489635ms step_avg:721.22ms
step:24261/40500 train_loss:1.5852 aux_loss:0.0027 train_time:17490353ms step_avg:721.22ms
step:24262/40500 train_loss:1.5670 aux_loss:0.0027 train_time:17491068ms step_avg:721.22ms
step:24263/40500 train_loss:1.6112 aux_loss:0.0028 train_time:17491786ms step_avg:721.22ms
step:24264/40500 train_loss:1.5953 aux_loss:0.0028 train_time:17492502ms step_avg:721.22ms
step:24265/40500 train_loss:1.6206 aux_loss:0.0029 train_time:17493220ms step_avg:721.22ms
step:24266/40500 train_loss:1.5734 aux_loss:0.0025 train_time:17493938ms step_avg:721.22ms
step:24267/40500 train_loss:1.6127 aux_loss:0.0026 train_time:17494656ms step_avg:721.22ms
step:24268/40500 train_loss:1.5610 aux_loss:0.0027 train_time:17495373ms step_avg:721.22ms
step:24269/40500 train_loss:1.5526 aux_loss:0.0026 train_time:17496092ms step_avg:721.22ms
step:24270/40500 train_loss:1.5853 aux_loss:0.0026 train_time:17496809ms step_avg:721.22ms
step:24271/40500 train_loss:1.6207 aux_loss:0.0026 train_time:17497524ms step_avg:721.22ms
step:24272/40500 train_loss:1.6029 aux_loss:0.0028 train_time:17498240ms step_avg:721.22ms
step:24273/40500 train_loss:1.5999 aux_loss:0.0027 train_time:17498960ms step_avg:721.22ms
step:24274/40500 train_loss:1.5825 aux_loss:0.0027 train_time:17499676ms step_avg:721.22ms
step:24275/40500 train_loss:1.6030 aux_loss:0.0027 train_time:17500394ms step_avg:721.22ms
step:24276/40500 train_loss:1.6056 aux_loss:0.0028 train_time:17501111ms step_avg:721.22ms
step:24277/40500 train_loss:1.5917 aux_loss:0.0027 train_time:17501827ms step_avg:721.22ms
step:24278/40500 train_loss:1.6122 aux_loss:0.0027 train_time:17502545ms step_avg:721.22ms
step:24279/40500 train_loss:1.5566 aux_loss:0.0027 train_time:17503262ms step_avg:721.22ms
step:24280/40500 train_loss:1.5935 aux_loss:0.0026 train_time:17503978ms step_avg:721.22ms
step:24281/40500 train_loss:1.5716 aux_loss:0.0025 train_time:17504696ms step_avg:721.22ms
step:24282/40500 train_loss:1.6051 aux_loss:0.0027 train_time:17505412ms step_avg:721.22ms
step:24283/40500 train_loss:1.6301 aux_loss:0.0027 train_time:17506130ms step_avg:721.22ms
step:24284/40500 train_loss:1.5803 aux_loss:0.0026 train_time:17506844ms step_avg:721.22ms
step:24285/40500 train_loss:1.6133 aux_loss:0.0027 train_time:17507562ms step_avg:721.22ms
step:24286/40500 train_loss:1.5693 aux_loss:0.0026 train_time:17508278ms step_avg:721.22ms
step:24287/40500 train_loss:1.5862 aux_loss:0.0026 train_time:17508997ms step_avg:721.22ms
step:24288/40500 train_loss:1.5486 aux_loss:0.0025 train_time:17509714ms step_avg:721.22ms
step:24289/40500 train_loss:1.5508 aux_loss:0.0026 train_time:17510431ms step_avg:721.22ms
step:24290/40500 train_loss:1.5602 aux_loss:0.0026 train_time:17511148ms step_avg:721.22ms
step:24291/40500 train_loss:1.6450 aux_loss:0.0028 train_time:17511865ms step_avg:721.22ms
step:24292/40500 train_loss:1.5743 aux_loss:0.0025 train_time:17512581ms step_avg:721.22ms
step:24293/40500 train_loss:1.5678 aux_loss:0.0025 train_time:17513297ms step_avg:721.22ms
step:24294/40500 train_loss:1.6138 aux_loss:0.0026 train_time:17514015ms step_avg:721.22ms
step:24295/40500 train_loss:1.6067 aux_loss:0.0025 train_time:17514730ms step_avg:721.22ms
step:24296/40500 train_loss:1.5905 aux_loss:0.0027 train_time:17515447ms step_avg:721.22ms
step:24297/40500 train_loss:1.5319 aux_loss:0.0024 train_time:17516164ms step_avg:721.22ms
step:24298/40500 train_loss:1.5617 aux_loss:0.0024 train_time:17516880ms step_avg:721.22ms
step:24299/40500 train_loss:1.5990 aux_loss:0.0028 train_time:17517596ms step_avg:721.22ms
step:24300/40500 train_loss:1.6118 aux_loss:0.0025 train_time:17518314ms step_avg:721.22ms
step:24301/40500 train_loss:1.5650 aux_loss:0.0028 train_time:17519030ms step_avg:721.21ms
step:24302/40500 train_loss:1.6026 aux_loss:0.0025 train_time:17519748ms step_avg:721.21ms
step:24303/40500 train_loss:1.5970 aux_loss:0.0027 train_time:17520463ms step_avg:721.21ms
step:24304/40500 train_loss:1.6176 aux_loss:0.0026 train_time:17521179ms step_avg:721.21ms
step:24305/40500 train_loss:1.6101 aux_loss:0.0027 train_time:17521898ms step_avg:721.21ms
step:24306/40500 train_loss:1.6072 aux_loss:0.0027 train_time:17522615ms step_avg:721.21ms
step:24307/40500 train_loss:1.5523 aux_loss:0.0027 train_time:17523330ms step_avg:721.21ms
step:24308/40500 train_loss:1.5759 aux_loss:0.0027 train_time:17524049ms step_avg:721.21ms
step:24309/40500 train_loss:1.6088 aux_loss:0.0028 train_time:17524766ms step_avg:721.21ms
step:24310/40500 train_loss:1.5949 aux_loss:0.0025 train_time:17525482ms step_avg:721.21ms
step:24311/40500 train_loss:1.5471 aux_loss:0.0025 train_time:17526197ms step_avg:721.21ms
step:24312/40500 train_loss:1.6334 aux_loss:0.0026 train_time:17526914ms step_avg:721.21ms
step:24313/40500 train_loss:1.5735 aux_loss:0.0028 train_time:17527631ms step_avg:721.21ms
step:24314/40500 train_loss:1.5635 aux_loss:0.0025 train_time:17528348ms step_avg:721.21ms
step:24315/40500 train_loss:1.6439 aux_loss:0.0025 train_time:17529065ms step_avg:721.21ms
step:24316/40500 train_loss:1.5872 aux_loss:0.0025 train_time:17529783ms step_avg:721.21ms
step:24317/40500 train_loss:1.5825 aux_loss:0.0026 train_time:17530503ms step_avg:721.21ms
step:24318/40500 train_loss:1.6212 aux_loss:0.0027 train_time:17531222ms step_avg:721.21ms
step:24319/40500 train_loss:1.5951 aux_loss:0.0028 train_time:17531939ms step_avg:721.21ms
step:24320/40500 train_loss:1.6038 aux_loss:0.0029 train_time:17532657ms step_avg:721.21ms
step:24321/40500 train_loss:1.5361 aux_loss:0.0026 train_time:17533374ms step_avg:721.21ms
step:24322/40500 train_loss:1.5740 aux_loss:0.0027 train_time:17534090ms step_avg:721.21ms
step:24323/40500 train_loss:1.6321 aux_loss:0.0028 train_time:17534808ms step_avg:721.21ms
step:24324/40500 train_loss:1.5780 aux_loss:0.0031 train_time:17535527ms step_avg:721.21ms
step:24325/40500 train_loss:1.5839 aux_loss:0.0027 train_time:17536241ms step_avg:721.21ms
step:24326/40500 train_loss:1.6107 aux_loss:0.0029 train_time:17536961ms step_avg:721.21ms
step:24327/40500 train_loss:1.5803 aux_loss:0.0028 train_time:17537679ms step_avg:721.21ms
step:24328/40500 train_loss:1.5827 aux_loss:0.0028 train_time:17538395ms step_avg:721.21ms
step:24329/40500 train_loss:1.6174 aux_loss:0.0027 train_time:17539111ms step_avg:721.21ms
step:24330/40500 train_loss:1.5860 aux_loss:0.0026 train_time:17539829ms step_avg:721.21ms
step:24331/40500 train_loss:1.5979 aux_loss:0.0025 train_time:17540546ms step_avg:721.21ms
step:24332/40500 train_loss:1.6100 aux_loss:0.0027 train_time:17541265ms step_avg:721.21ms
step:24333/40500 train_loss:1.6125 aux_loss:0.0031 train_time:17541981ms step_avg:721.21ms
step:24334/40500 train_loss:1.5561 aux_loss:0.0036 train_time:17542697ms step_avg:721.21ms
step:24335/40500 train_loss:1.6463 aux_loss:0.0027 train_time:17543414ms step_avg:721.21ms
step:24336/40500 train_loss:1.5685 aux_loss:0.0027 train_time:17544131ms step_avg:721.21ms
step:24337/40500 train_loss:1.6129 aux_loss:0.0027 train_time:17544847ms step_avg:721.21ms
step:24338/40500 train_loss:1.5613 aux_loss:0.0028 train_time:17545565ms step_avg:721.21ms
step:24339/40500 train_loss:1.5887 aux_loss:0.0026 train_time:17546284ms step_avg:721.21ms
step:24340/40500 train_loss:1.5688 aux_loss:0.0027 train_time:17547002ms step_avg:721.21ms
step:24341/40500 train_loss:1.5904 aux_loss:0.0027 train_time:17547721ms step_avg:721.21ms
step:24342/40500 train_loss:1.5645 aux_loss:0.0028 train_time:17548439ms step_avg:721.21ms
step:24343/40500 train_loss:1.5808 aux_loss:0.0030 train_time:17549154ms step_avg:721.21ms
step:24344/40500 train_loss:1.5240 aux_loss:0.0028 train_time:17549871ms step_avg:721.21ms
step:24345/40500 train_loss:1.5493 aux_loss:0.0028 train_time:17550587ms step_avg:721.21ms
step:24346/40500 train_loss:1.5124 aux_loss:0.0027 train_time:17551304ms step_avg:721.21ms
step:24347/40500 train_loss:1.5403 aux_loss:0.0031 train_time:17552022ms step_avg:721.21ms
step:24348/40500 train_loss:1.5683 aux_loss:0.0029 train_time:17552738ms step_avg:721.21ms
step:24349/40500 train_loss:1.6115 aux_loss:0.0028 train_time:17553455ms step_avg:721.21ms
step:24350/40500 train_loss:1.5354 aux_loss:0.0029 train_time:17554173ms step_avg:721.21ms
step:24351/40500 train_loss:1.5926 aux_loss:0.0029 train_time:17554888ms step_avg:721.21ms
step:24352/40500 train_loss:1.5777 aux_loss:0.0028 train_time:17555604ms step_avg:721.21ms
step:24353/40500 train_loss:1.5587 aux_loss:0.0028 train_time:17556321ms step_avg:721.21ms
step:24354/40500 train_loss:1.6147 aux_loss:0.0028 train_time:17557037ms step_avg:721.21ms
step:24355/40500 train_loss:1.6501 aux_loss:0.0026 train_time:17557754ms step_avg:721.21ms
step:24356/40500 train_loss:1.5469 aux_loss:0.0026 train_time:17558471ms step_avg:721.21ms
step:24357/40500 train_loss:1.5728 aux_loss:0.0027 train_time:17559188ms step_avg:721.21ms
step:24358/40500 train_loss:1.5450 aux_loss:0.0027 train_time:17559904ms step_avg:721.21ms
step:24359/40500 train_loss:1.5691 aux_loss:0.0026 train_time:17560619ms step_avg:721.20ms
step:24360/40500 train_loss:1.6107 aux_loss:0.0026 train_time:17561336ms step_avg:721.20ms
step:24361/40500 train_loss:1.5603 aux_loss:0.0028 train_time:17562051ms step_avg:721.20ms
step:24362/40500 train_loss:1.6217 aux_loss:0.0026 train_time:17562768ms step_avg:721.20ms
step:24363/40500 train_loss:1.5281 aux_loss:0.0030 train_time:17563485ms step_avg:721.20ms
step:24364/40500 train_loss:1.5637 aux_loss:0.0027 train_time:17564200ms step_avg:721.20ms
step:24365/40500 train_loss:1.6008 aux_loss:0.0028 train_time:17564917ms step_avg:721.20ms
step:24366/40500 train_loss:1.5887 aux_loss:0.0029 train_time:17565633ms step_avg:721.20ms
step:24367/40500 train_loss:1.5264 aux_loss:0.0028 train_time:17566351ms step_avg:721.20ms
step:24368/40500 train_loss:1.5788 aux_loss:0.0029 train_time:17567066ms step_avg:721.20ms
step:24369/40500 train_loss:1.5444 aux_loss:0.0027 train_time:17567783ms step_avg:721.20ms
step:24370/40500 train_loss:1.6168 aux_loss:0.0028 train_time:17568499ms step_avg:721.20ms
step:24371/40500 train_loss:1.5879 aux_loss:0.0025 train_time:17569217ms step_avg:721.20ms
step:24372/40500 train_loss:1.6023 aux_loss:0.0025 train_time:17569933ms step_avg:721.20ms
step:24373/40500 train_loss:1.5902 aux_loss:0.0026 train_time:17570651ms step_avg:721.20ms
step:24374/40500 train_loss:1.5566 aux_loss:0.0028 train_time:17571368ms step_avg:721.20ms
step:24375/40500 train_loss:1.6088 aux_loss:0.0026 train_time:17572084ms step_avg:721.20ms
step:24376/40500 train_loss:1.5951 aux_loss:0.0025 train_time:17572799ms step_avg:721.20ms
step:24377/40500 train_loss:1.6605 aux_loss:0.0029 train_time:17573515ms step_avg:721.20ms
step:24378/40500 train_loss:1.6863 aux_loss:0.0028 train_time:17574234ms step_avg:721.20ms
step:24379/40500 train_loss:1.5662 aux_loss:0.0027 train_time:17574951ms step_avg:721.20ms
step:24380/40500 train_loss:1.5809 aux_loss:0.0027 train_time:17575666ms step_avg:721.20ms
step:24381/40500 train_loss:1.6237 aux_loss:0.0027 train_time:17576384ms step_avg:721.20ms
step:24382/40500 train_loss:1.5988 aux_loss:0.0033 train_time:17577100ms step_avg:721.20ms
step:24383/40500 train_loss:1.6006 aux_loss:0.0028 train_time:17577818ms step_avg:721.20ms
step:24384/40500 train_loss:1.6299 aux_loss:0.0025 train_time:17578534ms step_avg:721.20ms
step:24385/40500 train_loss:1.6486 aux_loss:0.0026 train_time:17579249ms step_avg:721.20ms
step:24386/40500 train_loss:1.5361 aux_loss:0.0025 train_time:17579965ms step_avg:721.20ms
step:24387/40500 train_loss:1.5871 aux_loss:0.0026 train_time:17580681ms step_avg:721.20ms
step:24388/40500 train_loss:1.6149 aux_loss:0.0028 train_time:17581399ms step_avg:721.20ms
step:24389/40500 train_loss:1.6249 aux_loss:0.0032 train_time:17582115ms step_avg:721.20ms
step:24390/40500 train_loss:1.5404 aux_loss:0.0029 train_time:17582831ms step_avg:721.20ms
step:24391/40500 train_loss:1.6040 aux_loss:0.0028 train_time:17583547ms step_avg:721.20ms
step:24392/40500 train_loss:1.5841 aux_loss:0.0025 train_time:17584264ms step_avg:721.20ms
step:24393/40500 train_loss:1.5775 aux_loss:0.0024 train_time:17584980ms step_avg:721.20ms
step:24394/40500 train_loss:1.5889 aux_loss:0.0025 train_time:17585696ms step_avg:721.20ms
step:24395/40500 train_loss:1.6395 aux_loss:0.0027 train_time:17586413ms step_avg:721.20ms
step:24396/40500 train_loss:1.5992 aux_loss:0.0026 train_time:17587129ms step_avg:721.20ms
step:24397/40500 train_loss:1.6298 aux_loss:0.0028 train_time:17587847ms step_avg:721.20ms
step:24398/40500 train_loss:1.5346 aux_loss:0.0025 train_time:17588564ms step_avg:721.20ms
step:24399/40500 train_loss:1.5787 aux_loss:0.0028 train_time:17589279ms step_avg:721.20ms
step:24400/40500 train_loss:1.6194 aux_loss:0.0028 train_time:17589995ms step_avg:721.20ms
step:24401/40500 train_loss:1.6326 aux_loss:0.0027 train_time:17590712ms step_avg:721.20ms
step:24402/40500 train_loss:1.5442 aux_loss:0.0027 train_time:17591430ms step_avg:721.20ms
step:24403/40500 train_loss:1.5506 aux_loss:0.0026 train_time:17592147ms step_avg:721.20ms
step:24404/40500 train_loss:1.5994 aux_loss:0.0025 train_time:17592865ms step_avg:721.20ms
step:24405/40500 train_loss:1.5434 aux_loss:0.0027 train_time:17593582ms step_avg:721.20ms
step:24406/40500 train_loss:1.5577 aux_loss:0.0029 train_time:17594298ms step_avg:721.20ms
step:24407/40500 train_loss:1.5505 aux_loss:0.0026 train_time:17595015ms step_avg:721.20ms
step:24408/40500 train_loss:1.5378 aux_loss:0.0027 train_time:17595730ms step_avg:721.20ms
step:24409/40500 train_loss:1.5836 aux_loss:0.0031 train_time:17596449ms step_avg:721.20ms
step:24410/40500 train_loss:1.6084 aux_loss:0.0032 train_time:17597165ms step_avg:721.20ms
step:24411/40500 train_loss:1.5637 aux_loss:0.0029 train_time:17597881ms step_avg:721.20ms
step:24412/40500 train_loss:1.5472 aux_loss:0.0026 train_time:17598599ms step_avg:721.19ms
step:24413/40500 train_loss:1.5949 aux_loss:0.0025 train_time:17599316ms step_avg:721.19ms
step:24414/40500 train_loss:1.5868 aux_loss:0.0028 train_time:17600030ms step_avg:721.19ms
step:24415/40500 train_loss:1.5798 aux_loss:0.0028 train_time:17600746ms step_avg:721.19ms
step:24416/40500 train_loss:1.6002 aux_loss:0.0027 train_time:17601464ms step_avg:721.19ms
step:24417/40500 train_loss:1.5777 aux_loss:0.0026 train_time:17602181ms step_avg:721.19ms
step:24418/40500 train_loss:1.5607 aux_loss:0.0025 train_time:17602900ms step_avg:721.19ms
step:24419/40500 train_loss:1.6099 aux_loss:0.0026 train_time:17603616ms step_avg:721.19ms
step:24420/40500 train_loss:1.5350 aux_loss:0.0025 train_time:17604332ms step_avg:721.19ms
step:24421/40500 train_loss:1.5792 aux_loss:0.0026 train_time:17605048ms step_avg:721.19ms
step:24422/40500 train_loss:1.6007 aux_loss:0.0028 train_time:17605764ms step_avg:721.19ms
step:24423/40500 train_loss:1.5674 aux_loss:0.0025 train_time:17606480ms step_avg:721.19ms
step:24424/40500 train_loss:1.5923 aux_loss:0.0026 train_time:17607196ms step_avg:721.19ms
step:24425/40500 train_loss:1.5681 aux_loss:0.0027 train_time:17607912ms step_avg:721.19ms
step:24426/40500 train_loss:1.5339 aux_loss:0.0024 train_time:17608629ms step_avg:721.19ms
step:24427/40500 train_loss:1.6156 aux_loss:0.0026 train_time:17609346ms step_avg:721.19ms
step:24428/40500 train_loss:1.6573 aux_loss:0.0026 train_time:17610063ms step_avg:721.19ms
step:24429/40500 train_loss:1.6365 aux_loss:0.0026 train_time:17610778ms step_avg:721.19ms
step:24430/40500 train_loss:1.5381 aux_loss:0.0025 train_time:17611497ms step_avg:721.19ms
step:24431/40500 train_loss:1.5439 aux_loss:0.0033 train_time:17612214ms step_avg:721.19ms
step:24432/40500 train_loss:1.5903 aux_loss:0.0026 train_time:17612929ms step_avg:721.19ms
step:24433/40500 train_loss:1.6214 aux_loss:0.0031 train_time:17613645ms step_avg:721.19ms
step:24434/40500 train_loss:1.5745 aux_loss:0.0027 train_time:17614365ms step_avg:721.19ms
step:24435/40500 train_loss:1.5477 aux_loss:0.0027 train_time:17615081ms step_avg:721.19ms
step:24436/40500 train_loss:1.5776 aux_loss:0.0029 train_time:17615799ms step_avg:721.19ms
step:24437/40500 train_loss:1.5994 aux_loss:0.0027 train_time:17616516ms step_avg:721.19ms
step:24438/40500 train_loss:1.5622 aux_loss:0.0039 train_time:17617232ms step_avg:721.19ms
step:24439/40500 train_loss:1.5598 aux_loss:0.0027 train_time:17617947ms step_avg:721.19ms
step:24440/40500 train_loss:1.6231 aux_loss:0.0030 train_time:17618664ms step_avg:721.19ms
step:24441/40500 train_loss:1.5660 aux_loss:0.0028 train_time:17619383ms step_avg:721.19ms
step:24442/40500 train_loss:1.5468 aux_loss:0.0027 train_time:17620102ms step_avg:721.19ms
step:24443/40500 train_loss:1.6003 aux_loss:0.0027 train_time:17620817ms step_avg:721.19ms
step:24444/40500 train_loss:1.5111 aux_loss:0.0030 train_time:17621531ms step_avg:721.19ms
step:24445/40500 train_loss:1.6202 aux_loss:0.0027 train_time:17622250ms step_avg:721.19ms
step:24446/40500 train_loss:1.5995 aux_loss:0.0028 train_time:17622966ms step_avg:721.19ms
step:24447/40500 train_loss:1.5899 aux_loss:0.0027 train_time:17623682ms step_avg:721.19ms
step:24448/40500 train_loss:1.6210 aux_loss:0.0028 train_time:17624400ms step_avg:721.19ms
step:24449/40500 train_loss:1.5509 aux_loss:0.0027 train_time:17625117ms step_avg:721.19ms
step:24450/40500 train_loss:1.6015 aux_loss:0.0028 train_time:17625833ms step_avg:721.19ms
step:24451/40500 train_loss:1.6077 aux_loss:0.0026 train_time:17626547ms step_avg:721.19ms
step:24452/40500 train_loss:1.6714 aux_loss:0.0028 train_time:17627263ms step_avg:721.19ms
step:24453/40500 train_loss:1.6583 aux_loss:0.0025 train_time:17627978ms step_avg:721.19ms
step:24454/40500 train_loss:1.6129 aux_loss:0.0029 train_time:17628697ms step_avg:721.19ms
step:24455/40500 train_loss:1.5897 aux_loss:0.0027 train_time:17629413ms step_avg:721.19ms
step:24456/40500 train_loss:1.5713 aux_loss:0.0027 train_time:17630129ms step_avg:721.19ms
step:24457/40500 train_loss:1.6506 aux_loss:0.0028 train_time:17630846ms step_avg:721.19ms
step:24458/40500 train_loss:1.5718 aux_loss:0.0034 train_time:17631562ms step_avg:721.19ms
step:24459/40500 train_loss:1.6274 aux_loss:0.0027 train_time:17632278ms step_avg:721.19ms
step:24460/40500 train_loss:1.6358 aux_loss:0.0026 train_time:17632994ms step_avg:721.19ms
step:24461/40500 train_loss:1.5871 aux_loss:0.0027 train_time:17633711ms step_avg:721.19ms
step:24462/40500 train_loss:1.6206 aux_loss:0.0026 train_time:17634426ms step_avg:721.19ms
step:24463/40500 train_loss:1.5967 aux_loss:0.0027 train_time:17635143ms step_avg:721.19ms
step:24464/40500 train_loss:1.5761 aux_loss:0.0027 train_time:17635859ms step_avg:721.19ms
step:24465/40500 train_loss:1.5676 aux_loss:0.0027 train_time:17636575ms step_avg:721.18ms
step:24466/40500 train_loss:1.5943 aux_loss:0.0026 train_time:17637292ms step_avg:721.18ms
step:24467/40500 train_loss:1.5921 aux_loss:0.0028 train_time:17638011ms step_avg:721.18ms
step:24468/40500 train_loss:1.5953 aux_loss:0.0030 train_time:17638726ms step_avg:721.18ms
step:24469/40500 train_loss:1.5766 aux_loss:0.0028 train_time:17639444ms step_avg:721.18ms
step:24470/40500 train_loss:1.5731 aux_loss:0.0027 train_time:17640159ms step_avg:721.18ms
step:24471/40500 train_loss:1.6250 aux_loss:0.0027 train_time:17640878ms step_avg:721.18ms
step:24472/40500 train_loss:1.6237 aux_loss:0.0028 train_time:17641596ms step_avg:721.18ms
step:24473/40500 train_loss:1.6592 aux_loss:0.0028 train_time:17642313ms step_avg:721.18ms
step:24474/40500 train_loss:1.5511 aux_loss:0.0026 train_time:17643028ms step_avg:721.18ms
step:24475/40500 train_loss:1.5138 aux_loss:0.0026 train_time:17643747ms step_avg:721.18ms
step:24476/40500 train_loss:1.6229 aux_loss:0.0029 train_time:17644462ms step_avg:721.18ms
step:24477/40500 train_loss:1.6057 aux_loss:0.0027 train_time:17645180ms step_avg:721.18ms
step:24478/40500 train_loss:1.5877 aux_loss:0.0026 train_time:17645899ms step_avg:721.18ms
step:24479/40500 train_loss:1.6316 aux_loss:0.0028 train_time:17646613ms step_avg:721.18ms
step:24480/40500 train_loss:1.5623 aux_loss:0.0026 train_time:17647329ms step_avg:721.18ms
step:24481/40500 train_loss:1.5822 aux_loss:0.0027 train_time:17648047ms step_avg:721.18ms
step:24482/40500 train_loss:1.5775 aux_loss:0.0030 train_time:17648763ms step_avg:721.18ms
step:24483/40500 train_loss:1.5582 aux_loss:0.0026 train_time:17649480ms step_avg:721.18ms
step:24484/40500 train_loss:1.5732 aux_loss:0.0025 train_time:17650196ms step_avg:721.18ms
step:24485/40500 train_loss:1.6051 aux_loss:0.0026 train_time:17650911ms step_avg:721.18ms
step:24486/40500 train_loss:1.6045 aux_loss:0.0026 train_time:17651628ms step_avg:721.18ms
step:24487/40500 train_loss:1.5883 aux_loss:0.0025 train_time:17652344ms step_avg:721.18ms
step:24488/40500 train_loss:1.6242 aux_loss:0.0027 train_time:17653060ms step_avg:721.18ms
step:24489/40500 train_loss:1.6085 aux_loss:0.0027 train_time:17653775ms step_avg:721.18ms
step:24490/40500 train_loss:1.6152 aux_loss:0.0028 train_time:17654489ms step_avg:721.18ms
step:24491/40500 train_loss:1.6119 aux_loss:0.0026 train_time:17655208ms step_avg:721.18ms
step:24492/40500 train_loss:1.6278 aux_loss:0.0026 train_time:17655924ms step_avg:721.18ms
step:24493/40500 train_loss:1.6049 aux_loss:0.0025 train_time:17656639ms step_avg:721.18ms
step:24494/40500 train_loss:1.5863 aux_loss:0.0025 train_time:17657355ms step_avg:721.18ms
step:24495/40500 train_loss:1.6294 aux_loss:0.0029 train_time:17658072ms step_avg:721.18ms
step:24496/40500 train_loss:1.5356 aux_loss:0.0031 train_time:17658788ms step_avg:721.18ms
step:24497/40500 train_loss:1.6027 aux_loss:0.0030 train_time:17659503ms step_avg:721.18ms
step:24498/40500 train_loss:1.5934 aux_loss:0.0026 train_time:17660218ms step_avg:721.18ms
step:24499/40500 train_loss:1.6524 aux_loss:0.0026 train_time:17660936ms step_avg:721.18ms
step:24500/40500 train_loss:1.6250 aux_loss:0.0027 train_time:17661651ms step_avg:721.18ms
step:24501/40500 train_loss:1.5963 aux_loss:0.0025 train_time:17662367ms step_avg:721.18ms
step:24502/40500 train_loss:1.6521 aux_loss:0.0026 train_time:17663083ms step_avg:721.18ms
step:24503/40500 train_loss:1.5875 aux_loss:0.0026 train_time:17663800ms step_avg:721.18ms
step:24504/40500 train_loss:1.5870 aux_loss:0.0026 train_time:17664515ms step_avg:721.18ms
step:24505/40500 train_loss:1.5242 aux_loss:0.0027 train_time:17665232ms step_avg:721.18ms
step:24506/40500 train_loss:1.6292 aux_loss:0.0026 train_time:17665949ms step_avg:721.18ms
step:24507/40500 train_loss:1.5539 aux_loss:0.0030 train_time:17666667ms step_avg:721.18ms
step:24508/40500 train_loss:1.5710 aux_loss:0.0026 train_time:17667383ms step_avg:721.18ms
step:24509/40500 train_loss:1.5329 aux_loss:0.0024 train_time:17668099ms step_avg:721.18ms
step:24510/40500 train_loss:1.5385 aux_loss:0.0025 train_time:17668815ms step_avg:721.18ms
step:24511/40500 train_loss:1.5592 aux_loss:0.0025 train_time:17669532ms step_avg:721.18ms
step:24512/40500 train_loss:1.6081 aux_loss:0.0027 train_time:17670248ms step_avg:721.18ms
step:24513/40500 train_loss:1.5677 aux_loss:0.0026 train_time:17670965ms step_avg:721.18ms
step:24514/40500 train_loss:1.5437 aux_loss:0.0030 train_time:17671680ms step_avg:721.18ms
step:24515/40500 train_loss:1.5212 aux_loss:0.0025 train_time:17672395ms step_avg:721.18ms
step:24516/40500 train_loss:1.5190 aux_loss:0.0027 train_time:17673112ms step_avg:721.17ms
step:24517/40500 train_loss:1.5564 aux_loss:0.0028 train_time:17673829ms step_avg:721.17ms
step:24518/40500 train_loss:1.6055 aux_loss:0.0027 train_time:17674545ms step_avg:721.17ms
step:24519/40500 train_loss:1.5703 aux_loss:0.0029 train_time:17675260ms step_avg:721.17ms
step:24520/40500 train_loss:1.5541 aux_loss:0.0026 train_time:17675979ms step_avg:721.17ms
step:24521/40500 train_loss:1.5474 aux_loss:0.0027 train_time:17676695ms step_avg:721.17ms
step:24522/40500 train_loss:1.5465 aux_loss:0.0030 train_time:17677411ms step_avg:721.17ms
step:24523/40500 train_loss:1.6102 aux_loss:0.0026 train_time:17678129ms step_avg:721.17ms
step:24524/40500 train_loss:1.6375 aux_loss:0.0030 train_time:17678848ms step_avg:721.17ms
step:24525/40500 train_loss:1.5535 aux_loss:0.0026 train_time:17679564ms step_avg:721.17ms
step:24526/40500 train_loss:1.6021 aux_loss:0.0024 train_time:17680280ms step_avg:721.17ms
step:24527/40500 train_loss:1.5624 aux_loss:0.0027 train_time:17680996ms step_avg:721.17ms
step:24528/40500 train_loss:1.5872 aux_loss:0.0027 train_time:17681711ms step_avg:721.17ms
step:24529/40500 train_loss:1.6124 aux_loss:0.0026 train_time:17682427ms step_avg:721.17ms
step:24530/40500 train_loss:1.5471 aux_loss:0.0024 train_time:17683146ms step_avg:721.17ms
step:24531/40500 train_loss:1.5942 aux_loss:0.0025 train_time:17683863ms step_avg:721.17ms
step:24532/40500 train_loss:1.5834 aux_loss:0.0025 train_time:17684580ms step_avg:721.17ms
step:24533/40500 train_loss:1.6094 aux_loss:0.0026 train_time:17685298ms step_avg:721.17ms
step:24534/40500 train_loss:1.6430 aux_loss:0.0029 train_time:17686017ms step_avg:721.17ms
step:24535/40500 train_loss:1.6174 aux_loss:0.0028 train_time:17686734ms step_avg:721.17ms
step:24536/40500 train_loss:1.5988 aux_loss:0.0027 train_time:17687450ms step_avg:721.17ms
step:24537/40500 train_loss:1.5853 aux_loss:0.0028 train_time:17688166ms step_avg:721.17ms
step:24538/40500 train_loss:1.6006 aux_loss:0.0027 train_time:17688883ms step_avg:721.17ms
step:24539/40500 train_loss:1.5394 aux_loss:0.0026 train_time:17689600ms step_avg:721.17ms
step:24540/40500 train_loss:1.5559 aux_loss:0.0027 train_time:17690318ms step_avg:721.17ms
step:24541/40500 train_loss:1.5929 aux_loss:0.0028 train_time:17691034ms step_avg:721.17ms
step:24542/40500 train_loss:1.5831 aux_loss:0.0033 train_time:17691752ms step_avg:721.17ms
step:24543/40500 train_loss:1.5930 aux_loss:0.0028 train_time:17692467ms step_avg:721.17ms
step:24544/40500 train_loss:1.5394 aux_loss:0.0025 train_time:17693181ms step_avg:721.17ms
step:24545/40500 train_loss:1.6060 aux_loss:0.0025 train_time:17693898ms step_avg:721.17ms
step:24546/40500 train_loss:1.6428 aux_loss:0.0026 train_time:17694614ms step_avg:721.17ms
step:24547/40500 train_loss:1.5653 aux_loss:0.0027 train_time:17695330ms step_avg:721.17ms
step:24548/40500 train_loss:1.5408 aux_loss:0.0025 train_time:17696046ms step_avg:721.17ms
step:24549/40500 train_loss:1.5767 aux_loss:0.0028 train_time:17696762ms step_avg:721.17ms
step:24550/40500 train_loss:1.5909 aux_loss:0.0025 train_time:17697479ms step_avg:721.17ms
step:24551/40500 train_loss:1.5684 aux_loss:0.0026 train_time:17698197ms step_avg:721.17ms
step:24552/40500 train_loss:1.5969 aux_loss:0.0026 train_time:17698913ms step_avg:721.17ms
step:24553/40500 train_loss:1.6397 aux_loss:0.0027 train_time:17699628ms step_avg:721.17ms
step:24554/40500 train_loss:1.5416 aux_loss:0.0026 train_time:17700344ms step_avg:721.17ms
step:24555/40500 train_loss:1.5554 aux_loss:0.0029 train_time:17701060ms step_avg:721.17ms
step:24556/40500 train_loss:1.5898 aux_loss:0.0027 train_time:17701777ms step_avg:721.17ms
step:24557/40500 train_loss:1.5701 aux_loss:0.0031 train_time:17702495ms step_avg:721.17ms
step:24558/40500 train_loss:1.5919 aux_loss:0.0025 train_time:17703212ms step_avg:721.17ms
step:24559/40500 train_loss:1.5259 aux_loss:0.0027 train_time:17703931ms step_avg:721.17ms
step:24560/40500 train_loss:1.6286 aux_loss:0.0025 train_time:17704647ms step_avg:721.17ms
step:24561/40500 train_loss:1.5714 aux_loss:0.0026 train_time:17705365ms step_avg:721.17ms
step:24562/40500 train_loss:1.5753 aux_loss:0.0026 train_time:17706080ms step_avg:721.17ms
step:24563/40500 train_loss:1.6047 aux_loss:0.0026 train_time:17706797ms step_avg:721.17ms
step:24564/40500 train_loss:1.5540 aux_loss:0.0025 train_time:17707514ms step_avg:721.17ms
step:24565/40500 train_loss:1.6013 aux_loss:0.0026 train_time:17708230ms step_avg:721.17ms
step:24566/40500 train_loss:1.5532 aux_loss:0.0026 train_time:17708946ms step_avg:721.17ms
step:24567/40500 train_loss:1.5992 aux_loss:0.0027 train_time:17709664ms step_avg:721.17ms
step:24568/40500 train_loss:1.5907 aux_loss:0.0024 train_time:17710379ms step_avg:721.17ms
step:24569/40500 train_loss:1.5742 aux_loss:0.0026 train_time:17711097ms step_avg:721.17ms
step:24570/40500 train_loss:1.6012 aux_loss:0.0028 train_time:17711811ms step_avg:721.16ms
step:24571/40500 train_loss:1.6205 aux_loss:0.0025 train_time:17712527ms step_avg:721.16ms
step:24572/40500 train_loss:1.6289 aux_loss:0.0025 train_time:17713243ms step_avg:721.16ms
step:24573/40500 train_loss:1.5481 aux_loss:0.0027 train_time:17713959ms step_avg:721.16ms
step:24574/40500 train_loss:1.5580 aux_loss:0.0031 train_time:17714676ms step_avg:721.16ms
step:24575/40500 train_loss:1.5521 aux_loss:0.0026 train_time:17715392ms step_avg:721.16ms
step:24576/40500 train_loss:1.6312 aux_loss:0.0026 train_time:17716107ms step_avg:721.16ms
step:24577/40500 train_loss:1.6302 aux_loss:0.0027 train_time:17716824ms step_avg:721.16ms
step:24578/40500 train_loss:1.6415 aux_loss:0.0027 train_time:17717539ms step_avg:721.16ms
step:24579/40500 train_loss:1.5702 aux_loss:0.0025 train_time:17718255ms step_avg:721.16ms
step:24580/40500 train_loss:1.5327 aux_loss:0.0026 train_time:17718974ms step_avg:721.16ms
step:24581/40500 train_loss:1.5343 aux_loss:0.0025 train_time:17719690ms step_avg:721.16ms
step:24582/40500 train_loss:1.6162 aux_loss:0.0027 train_time:17720406ms step_avg:721.16ms
step:24583/40500 train_loss:1.5977 aux_loss:0.0028 train_time:17721124ms step_avg:721.16ms
step:24584/40500 train_loss:1.6210 aux_loss:0.0028 train_time:17721840ms step_avg:721.16ms
step:24585/40500 train_loss:1.5966 aux_loss:0.0027 train_time:17722555ms step_avg:721.16ms
step:24586/40500 train_loss:1.5860 aux_loss:0.0030 train_time:17723273ms step_avg:721.16ms
step:24587/40500 train_loss:1.5608 aux_loss:0.0029 train_time:17723991ms step_avg:721.16ms
step:24588/40500 train_loss:1.5745 aux_loss:0.0025 train_time:17724706ms step_avg:721.16ms
step:24589/40500 train_loss:1.5723 aux_loss:0.0028 train_time:17725425ms step_avg:721.16ms
step:24590/40500 train_loss:1.6042 aux_loss:0.0026 train_time:17726142ms step_avg:721.16ms
step:24591/40500 train_loss:1.6218 aux_loss:0.0026 train_time:17726858ms step_avg:721.16ms
step:24592/40500 train_loss:1.6469 aux_loss:0.0026 train_time:17727573ms step_avg:721.16ms
step:24593/40500 train_loss:1.5831 aux_loss:0.0027 train_time:17728293ms step_avg:721.16ms
step:24594/40500 train_loss:1.5551 aux_loss:0.0028 train_time:17729008ms step_avg:721.16ms
step:24595/40500 train_loss:1.5615 aux_loss:0.0025 train_time:17729723ms step_avg:721.16ms
step:24596/40500 train_loss:1.4955 aux_loss:0.0025 train_time:17730444ms step_avg:721.16ms
step:24597/40500 train_loss:1.6229 aux_loss:0.0025 train_time:17731158ms step_avg:721.16ms
step:24598/40500 train_loss:1.6287 aux_loss:0.0026 train_time:17731873ms step_avg:721.16ms
step:24599/40500 train_loss:1.6158 aux_loss:0.0025 train_time:17732592ms step_avg:721.16ms
step:24600/40500 train_loss:1.6152 aux_loss:0.0026 train_time:17733308ms step_avg:721.16ms
step:24601/40500 train_loss:1.5176 aux_loss:0.0029 train_time:17734025ms step_avg:721.16ms
step:24602/40500 train_loss:1.5731 aux_loss:0.0027 train_time:17734741ms step_avg:721.16ms
step:24603/40500 train_loss:1.5964 aux_loss:0.0027 train_time:17735458ms step_avg:721.16ms
step:24604/40500 train_loss:1.5995 aux_loss:0.0029 train_time:17736175ms step_avg:721.16ms
step:24605/40500 train_loss:1.5744 aux_loss:0.0028 train_time:17736893ms step_avg:721.16ms
step:24606/40500 train_loss:1.6209 aux_loss:0.0028 train_time:17737610ms step_avg:721.16ms
step:24607/40500 train_loss:1.5883 aux_loss:0.0027 train_time:17738326ms step_avg:721.16ms
step:24608/40500 train_loss:1.5491 aux_loss:0.0026 train_time:17739042ms step_avg:721.16ms
step:24609/40500 train_loss:1.5862 aux_loss:0.0025 train_time:17739760ms step_avg:721.16ms
step:24610/40500 train_loss:1.5844 aux_loss:0.0026 train_time:17740475ms step_avg:721.16ms
step:24611/40500 train_loss:1.6020 aux_loss:0.0026 train_time:17741193ms step_avg:721.16ms
step:24612/40500 train_loss:1.5595 aux_loss:0.0027 train_time:17741908ms step_avg:721.16ms
step:24613/40500 train_loss:1.5685 aux_loss:0.0025 train_time:17742625ms step_avg:721.16ms
step:24614/40500 train_loss:1.5669 aux_loss:0.0026 train_time:17743344ms step_avg:721.16ms
step:24615/40500 train_loss:1.5605 aux_loss:0.0027 train_time:17744062ms step_avg:721.16ms
step:24616/40500 train_loss:1.6174 aux_loss:0.0026 train_time:17744779ms step_avg:721.16ms
step:24617/40500 train_loss:1.5925 aux_loss:0.0029 train_time:17745496ms step_avg:721.16ms
step:24618/40500 train_loss:1.5566 aux_loss:0.0026 train_time:17746211ms step_avg:721.16ms
step:24619/40500 train_loss:1.5918 aux_loss:0.0027 train_time:17746928ms step_avg:721.16ms
step:24620/40500 train_loss:1.5999 aux_loss:0.0027 train_time:17747644ms step_avg:721.16ms
step:24621/40500 train_loss:1.5890 aux_loss:0.0026 train_time:17748360ms step_avg:721.16ms
step:24622/40500 train_loss:1.6016 aux_loss:0.0028 train_time:17749078ms step_avg:721.16ms
step:24623/40500 train_loss:1.5719 aux_loss:0.0025 train_time:17749793ms step_avg:721.16ms
step:24624/40500 train_loss:1.6131 aux_loss:0.0024 train_time:17750509ms step_avg:721.15ms
step:24625/40500 train_loss:1.5979 aux_loss:0.0026 train_time:17751224ms step_avg:721.15ms
step:24626/40500 train_loss:1.6047 aux_loss:0.0025 train_time:17751939ms step_avg:721.15ms
step:24627/40500 train_loss:1.5761 aux_loss:0.0025 train_time:17752655ms step_avg:721.15ms
step:24628/40500 train_loss:1.6225 aux_loss:0.0029 train_time:17753372ms step_avg:721.15ms
step:24629/40500 train_loss:1.6228 aux_loss:0.0029 train_time:17754087ms step_avg:721.15ms
step:24630/40500 train_loss:1.5655 aux_loss:0.0027 train_time:17754805ms step_avg:721.15ms
step:24631/40500 train_loss:1.5820 aux_loss:0.0029 train_time:17755522ms step_avg:721.15ms
step:24632/40500 train_loss:1.5876 aux_loss:0.0028 train_time:17756241ms step_avg:721.15ms
step:24633/40500 train_loss:1.5806 aux_loss:0.0027 train_time:17756957ms step_avg:721.15ms
step:24634/40500 train_loss:1.5985 aux_loss:0.0025 train_time:17757676ms step_avg:721.15ms
step:24635/40500 train_loss:1.5696 aux_loss:0.0025 train_time:17758391ms step_avg:721.15ms
step:24636/40500 train_loss:1.5818 aux_loss:0.0027 train_time:17759108ms step_avg:721.15ms
step:24637/40500 train_loss:1.5270 aux_loss:0.0026 train_time:17759825ms step_avg:721.15ms
step:24638/40500 train_loss:1.6048 aux_loss:0.0027 train_time:17760542ms step_avg:721.15ms
step:24639/40500 train_loss:1.6096 aux_loss:0.0030 train_time:17761257ms step_avg:721.15ms
step:24640/40500 train_loss:1.5903 aux_loss:0.0025 train_time:17761974ms step_avg:721.15ms
step:24641/40500 train_loss:1.5918 aux_loss:0.0026 train_time:17762690ms step_avg:721.15ms
step:24642/40500 train_loss:1.6574 aux_loss:0.0027 train_time:17763406ms step_avg:721.15ms
step:24643/40500 train_loss:1.5704 aux_loss:0.0025 train_time:17764122ms step_avg:721.15ms
step:24644/40500 train_loss:1.6178 aux_loss:0.0026 train_time:17764838ms step_avg:721.15ms
step:24645/40500 train_loss:1.6212 aux_loss:0.0026 train_time:17765553ms step_avg:721.15ms
step:24646/40500 train_loss:1.5374 aux_loss:0.0024 train_time:17766271ms step_avg:721.15ms
step:24647/40500 train_loss:1.6029 aux_loss:0.0025 train_time:17766987ms step_avg:721.15ms
step:24648/40500 train_loss:1.6212 aux_loss:0.0027 train_time:17767702ms step_avg:721.15ms
step:24649/40500 train_loss:1.5374 aux_loss:0.0025 train_time:17768419ms step_avg:721.15ms
step:24650/40500 train_loss:1.6283 aux_loss:0.0027 train_time:17769135ms step_avg:721.15ms
step:24651/40500 train_loss:1.5868 aux_loss:0.0028 train_time:17769852ms step_avg:721.15ms
step:24652/40500 train_loss:1.5742 aux_loss:0.0027 train_time:17770568ms step_avg:721.15ms
step:24653/40500 train_loss:1.5234 aux_loss:0.0029 train_time:17771286ms step_avg:721.15ms
step:24654/40500 train_loss:1.5754 aux_loss:0.0043 train_time:17772001ms step_avg:721.15ms
step:24655/40500 train_loss:1.5680 aux_loss:0.0027 train_time:17772717ms step_avg:721.15ms
step:24656/40500 train_loss:1.5570 aux_loss:0.0030 train_time:17773434ms step_avg:721.15ms
step:24657/40500 train_loss:1.5499 aux_loss:0.0027 train_time:17774149ms step_avg:721.15ms
step:24658/40500 train_loss:1.5548 aux_loss:0.0028 train_time:17774865ms step_avg:721.15ms
step:24659/40500 train_loss:1.6615 aux_loss:0.0028 train_time:17775581ms step_avg:721.15ms
step:24660/40500 train_loss:1.5362 aux_loss:0.0027 train_time:17776298ms step_avg:721.15ms
step:24661/40500 train_loss:1.5536 aux_loss:0.0026 train_time:17777015ms step_avg:721.15ms
step:24662/40500 train_loss:1.5886 aux_loss:0.0026 train_time:17777732ms step_avg:721.15ms
step:24663/40500 train_loss:1.5814 aux_loss:0.0025 train_time:17778448ms step_avg:721.15ms
step:24664/40500 train_loss:1.6284 aux_loss:0.0027 train_time:17779163ms step_avg:721.15ms
step:24665/40500 train_loss:1.5733 aux_loss:0.0031 train_time:17779879ms step_avg:721.15ms
step:24666/40500 train_loss:1.6171 aux_loss:0.0026 train_time:17780597ms step_avg:721.15ms
step:24667/40500 train_loss:1.5897 aux_loss:0.0026 train_time:17781314ms step_avg:721.15ms
step:24668/40500 train_loss:1.5751 aux_loss:0.0028 train_time:17782030ms step_avg:721.15ms
step:24669/40500 train_loss:1.5666 aux_loss:0.0028 train_time:17782748ms step_avg:721.15ms
step:24670/40500 train_loss:1.6097 aux_loss:0.0027 train_time:17783464ms step_avg:721.15ms
step:24671/40500 train_loss:1.5618 aux_loss:0.0027 train_time:17784179ms step_avg:721.15ms
step:24672/40500 train_loss:1.5738 aux_loss:0.0028 train_time:17784896ms step_avg:721.15ms
step:24673/40500 train_loss:1.5663 aux_loss:0.0026 train_time:17785613ms step_avg:721.15ms
step:24674/40500 train_loss:1.5902 aux_loss:0.0027 train_time:17786330ms step_avg:721.15ms
step:24675/40500 train_loss:1.5660 aux_loss:0.0029 train_time:17787046ms step_avg:721.15ms
step:24676/40500 train_loss:1.6078 aux_loss:0.0028 train_time:17787765ms step_avg:721.15ms
step:24677/40500 train_loss:1.5725 aux_loss:0.0025 train_time:17788480ms step_avg:721.14ms
step:24678/40500 train_loss:1.5712 aux_loss:0.0024 train_time:17789197ms step_avg:721.14ms
step:24679/40500 train_loss:1.6081 aux_loss:0.0025 train_time:17789913ms step_avg:721.14ms
step:24680/40500 train_loss:1.4762 aux_loss:0.0026 train_time:17790630ms step_avg:721.14ms
step:24681/40500 train_loss:1.5763 aux_loss:0.0025 train_time:17791348ms step_avg:721.14ms
step:24682/40500 train_loss:1.6226 aux_loss:0.0027 train_time:17792064ms step_avg:721.14ms
step:24683/40500 train_loss:1.5556 aux_loss:0.0028 train_time:17792780ms step_avg:721.14ms
step:24684/40500 train_loss:1.6237 aux_loss:0.0027 train_time:17793496ms step_avg:721.14ms
step:24685/40500 train_loss:1.5792 aux_loss:0.0026 train_time:17794213ms step_avg:721.14ms
step:24686/40500 train_loss:1.6599 aux_loss:0.0026 train_time:17794930ms step_avg:721.14ms
step:24687/40500 train_loss:1.5656 aux_loss:0.0027 train_time:17795644ms step_avg:721.14ms
step:24688/40500 train_loss:1.6094 aux_loss:0.0026 train_time:17796363ms step_avg:721.14ms
step:24689/40500 train_loss:1.5961 aux_loss:0.0027 train_time:17797079ms step_avg:721.14ms
step:24690/40500 train_loss:1.5756 aux_loss:0.0026 train_time:17797794ms step_avg:721.14ms
step:24691/40500 train_loss:1.5619 aux_loss:0.0029 train_time:17798511ms step_avg:721.14ms
step:24692/40500 train_loss:1.5863 aux_loss:0.0029 train_time:17799227ms step_avg:721.14ms
step:24693/40500 train_loss:1.5800 aux_loss:0.0031 train_time:17799944ms step_avg:721.14ms
step:24694/40500 train_loss:1.5482 aux_loss:0.0028 train_time:17800659ms step_avg:721.14ms
step:24695/40500 train_loss:1.6146 aux_loss:0.0027 train_time:17801376ms step_avg:721.14ms
step:24696/40500 train_loss:1.6000 aux_loss:0.0026 train_time:17802092ms step_avg:721.14ms
step:24697/40500 train_loss:1.5764 aux_loss:0.0027 train_time:17802811ms step_avg:721.14ms
step:24698/40500 train_loss:1.6174 aux_loss:0.0029 train_time:17803528ms step_avg:721.14ms
step:24699/40500 train_loss:1.5984 aux_loss:0.0030 train_time:17804245ms step_avg:721.14ms
step:24700/40500 train_loss:1.5898 aux_loss:0.0030 train_time:17804961ms step_avg:721.14ms
step:24701/40500 train_loss:1.5426 aux_loss:0.0028 train_time:17805679ms step_avg:721.14ms
step:24702/40500 train_loss:1.6359 aux_loss:0.0027 train_time:17806394ms step_avg:721.14ms
step:24703/40500 train_loss:1.6123 aux_loss:0.0026 train_time:17807107ms step_avg:721.14ms
step:24704/40500 train_loss:1.5718 aux_loss:0.0027 train_time:17807823ms step_avg:721.14ms
step:24705/40500 train_loss:1.5720 aux_loss:0.0027 train_time:17808538ms step_avg:721.14ms
step:24706/40500 train_loss:1.6104 aux_loss:0.0025 train_time:17809253ms step_avg:721.14ms
step:24707/40500 train_loss:1.6434 aux_loss:0.0026 train_time:17809969ms step_avg:721.14ms
step:24708/40500 train_loss:1.6317 aux_loss:0.0026 train_time:17810688ms step_avg:721.14ms
step:24709/40500 train_loss:1.5364 aux_loss:0.0029 train_time:17811403ms step_avg:721.14ms
step:24710/40500 train_loss:1.5377 aux_loss:0.0026 train_time:17812122ms step_avg:721.14ms
step:24711/40500 train_loss:1.6330 aux_loss:0.0033 train_time:17812838ms step_avg:721.14ms
step:24712/40500 train_loss:1.5904 aux_loss:0.0032 train_time:17813554ms step_avg:721.14ms
step:24713/40500 train_loss:1.6034 aux_loss:0.0027 train_time:17814270ms step_avg:721.14ms
step:24714/40500 train_loss:1.5759 aux_loss:0.0028 train_time:17814986ms step_avg:721.14ms
step:24715/40500 train_loss:1.6055 aux_loss:0.0024 train_time:17815702ms step_avg:721.14ms
step:24716/40500 train_loss:1.5909 aux_loss:0.0024 train_time:17816419ms step_avg:721.14ms
step:24717/40500 train_loss:1.6368 aux_loss:0.0026 train_time:17817134ms step_avg:721.14ms
step:24718/40500 train_loss:1.4977 aux_loss:0.0038 train_time:17817850ms step_avg:721.14ms
step:24719/40500 train_loss:1.5755 aux_loss:0.0026 train_time:17818565ms step_avg:721.14ms
step:24720/40500 train_loss:1.5636 aux_loss:0.0027 train_time:17819280ms step_avg:721.14ms
step:24721/40500 train_loss:1.5910 aux_loss:0.0027 train_time:17819996ms step_avg:721.14ms
step:24722/40500 train_loss:1.5363 aux_loss:0.0025 train_time:17820713ms step_avg:721.14ms
step:24723/40500 train_loss:1.5472 aux_loss:0.0026 train_time:17821430ms step_avg:721.14ms
step:24724/40500 train_loss:1.6181 aux_loss:0.0027 train_time:17822146ms step_avg:721.14ms
step:24725/40500 train_loss:1.6168 aux_loss:0.0032 train_time:17822864ms step_avg:721.14ms
step:24726/40500 train_loss:1.5575 aux_loss:0.0027 train_time:17823579ms step_avg:721.14ms
step:24727/40500 train_loss:1.6470 aux_loss:0.0027 train_time:17824296ms step_avg:721.14ms
step:24728/40500 train_loss:1.4941 aux_loss:0.0027 train_time:17825012ms step_avg:721.13ms
step:24729/40500 train_loss:1.5796 aux_loss:0.0030 train_time:17825730ms step_avg:721.13ms
step:24730/40500 train_loss:1.6025 aux_loss:0.0029 train_time:17826447ms step_avg:721.13ms
step:24731/40500 train_loss:1.6092 aux_loss:0.0027 train_time:17827164ms step_avg:721.13ms
step:24732/40500 train_loss:1.5805 aux_loss:0.0026 train_time:17827880ms step_avg:721.13ms
step:24733/40500 train_loss:1.5648 aux_loss:0.0026 train_time:17828597ms step_avg:721.13ms
step:24734/40500 train_loss:1.5533 aux_loss:0.0025 train_time:17829313ms step_avg:721.13ms
step:24735/40500 train_loss:1.5937 aux_loss:0.0028 train_time:17830029ms step_avg:721.13ms
step:24736/40500 train_loss:1.5621 aux_loss:0.0025 train_time:17830746ms step_avg:721.13ms
step:24737/40500 train_loss:1.5701 aux_loss:0.0028 train_time:17831463ms step_avg:721.13ms
step:24738/40500 train_loss:1.5490 aux_loss:0.0027 train_time:17832180ms step_avg:721.13ms
step:24739/40500 train_loss:1.5199 aux_loss:0.0026 train_time:17832895ms step_avg:721.13ms
step:24740/40500 train_loss:1.5602 aux_loss:0.0025 train_time:17833611ms step_avg:721.13ms
step:24741/40500 train_loss:1.5747 aux_loss:0.0025 train_time:17834328ms step_avg:721.13ms
step:24742/40500 train_loss:1.6023 aux_loss:0.0026 train_time:17835044ms step_avg:721.13ms
step:24743/40500 train_loss:1.5961 aux_loss:0.0026 train_time:17835760ms step_avg:721.13ms
step:24744/40500 train_loss:1.5511 aux_loss:0.0027 train_time:17836476ms step_avg:721.13ms
step:24745/40500 train_loss:1.5868 aux_loss:0.0030 train_time:17837189ms step_avg:721.13ms
step:24746/40500 train_loss:1.5515 aux_loss:0.0026 train_time:17837905ms step_avg:721.13ms
step:24747/40500 train_loss:1.5640 aux_loss:0.0027 train_time:17838622ms step_avg:721.13ms
step:24748/40500 train_loss:1.5586 aux_loss:0.0026 train_time:17839338ms step_avg:721.13ms
step:24749/40500 train_loss:1.5930 aux_loss:0.0027 train_time:17840055ms step_avg:721.13ms
step:24750/40500 train_loss:1.5856 aux_loss:0.0028 train_time:17840771ms step_avg:721.13ms
step:24751/40500 train_loss:1.5868 aux_loss:0.0028 train_time:17841487ms step_avg:721.13ms
step:24752/40500 train_loss:1.5685 aux_loss:0.0028 train_time:17842202ms step_avg:721.13ms
step:24753/40500 train_loss:1.5514 aux_loss:0.0025 train_time:17842920ms step_avg:721.13ms
step:24754/40500 train_loss:1.6097 aux_loss:0.0026 train_time:17843637ms step_avg:721.13ms
step:24755/40500 train_loss:1.5484 aux_loss:0.0026 train_time:17844354ms step_avg:721.13ms
step:24756/40500 train_loss:1.6244 aux_loss:0.0028 train_time:17845068ms step_avg:721.13ms
step:24757/40500 train_loss:1.5759 aux_loss:0.0026 train_time:17845785ms step_avg:721.13ms
step:24758/40500 train_loss:1.5982 aux_loss:0.0026 train_time:17846500ms step_avg:721.13ms
step:24759/40500 train_loss:1.6474 aux_loss:0.0027 train_time:17847217ms step_avg:721.13ms
step:24760/40500 train_loss:1.5588 aux_loss:0.0029 train_time:17847934ms step_avg:721.13ms
step:24761/40500 train_loss:1.5650 aux_loss:0.0029 train_time:17848651ms step_avg:721.13ms
step:24762/40500 train_loss:1.5947 aux_loss:0.0027 train_time:17849365ms step_avg:721.13ms
step:24763/40500 train_loss:1.6589 aux_loss:0.0026 train_time:17850081ms step_avg:721.13ms
step:24764/40500 train_loss:1.5874 aux_loss:0.0030 train_time:17850797ms step_avg:721.13ms
step:24765/40500 train_loss:1.5627 aux_loss:0.0026 train_time:17851514ms step_avg:721.13ms
step:24766/40500 train_loss:1.5737 aux_loss:0.0026 train_time:17852228ms step_avg:721.13ms
step:24767/40500 train_loss:1.6282 aux_loss:0.0029 train_time:17852944ms step_avg:721.13ms
step:24768/40500 train_loss:1.5535 aux_loss:0.0026 train_time:17853660ms step_avg:721.13ms
step:24769/40500 train_loss:1.6664 aux_loss:0.0027 train_time:17854377ms step_avg:721.13ms
step:24770/40500 train_loss:1.5842 aux_loss:0.0028 train_time:17855093ms step_avg:721.13ms
step:24771/40500 train_loss:1.6085 aux_loss:0.0028 train_time:17855808ms step_avg:721.13ms
step:24772/40500 train_loss:1.5200 aux_loss:0.0025 train_time:17856526ms step_avg:721.13ms
step:24773/40500 train_loss:1.5295 aux_loss:0.0025 train_time:17857243ms step_avg:721.13ms
step:24774/40500 train_loss:1.5521 aux_loss:0.0025 train_time:17857959ms step_avg:721.13ms
step:24775/40500 train_loss:1.5572 aux_loss:0.0027 train_time:17858676ms step_avg:721.13ms
step:24776/40500 train_loss:1.5904 aux_loss:0.0026 train_time:17859393ms step_avg:721.13ms
step:24777/40500 train_loss:1.6129 aux_loss:0.0027 train_time:17860107ms step_avg:721.13ms
step:24778/40500 train_loss:1.5774 aux_loss:0.0029 train_time:17860825ms step_avg:721.13ms
step:24779/40500 train_loss:1.5803 aux_loss:0.0028 train_time:17861540ms step_avg:721.12ms
step:24780/40500 train_loss:1.5761 aux_loss:0.0025 train_time:17862257ms step_avg:721.12ms
step:24781/40500 train_loss:1.6027 aux_loss:0.0024 train_time:17862974ms step_avg:721.12ms
step:24782/40500 train_loss:1.5531 aux_loss:0.0025 train_time:17863692ms step_avg:721.12ms
step:24783/40500 train_loss:1.6056 aux_loss:0.0028 train_time:17864408ms step_avg:721.12ms
step:24784/40500 train_loss:1.5886 aux_loss:0.0027 train_time:17865125ms step_avg:721.12ms
step:24785/40500 train_loss:1.5808 aux_loss:0.0025 train_time:17865841ms step_avg:721.12ms
step:24786/40500 train_loss:1.6266 aux_loss:0.0030 train_time:17866557ms step_avg:721.12ms
step:24787/40500 train_loss:1.6073 aux_loss:0.0026 train_time:17867273ms step_avg:721.12ms
step:24788/40500 train_loss:1.5461 aux_loss:0.0026 train_time:17867991ms step_avg:721.12ms
step:24789/40500 train_loss:1.5406 aux_loss:0.0026 train_time:17868705ms step_avg:721.12ms
step:24790/40500 train_loss:1.5940 aux_loss:0.0027 train_time:17869422ms step_avg:721.12ms
step:24791/40500 train_loss:1.6063 aux_loss:0.0028 train_time:17870138ms step_avg:721.12ms
step:24792/40500 train_loss:1.6248 aux_loss:0.0028 train_time:17870854ms step_avg:721.12ms
step:24793/40500 train_loss:1.6003 aux_loss:0.0028 train_time:17871572ms step_avg:721.12ms
step:24794/40500 train_loss:1.6044 aux_loss:0.0028 train_time:17872290ms step_avg:721.12ms
step:24795/40500 train_loss:1.5532 aux_loss:0.0024 train_time:17873006ms step_avg:721.12ms
step:24796/40500 train_loss:1.5569 aux_loss:0.0026 train_time:17873722ms step_avg:721.12ms
step:24797/40500 train_loss:1.5879 aux_loss:0.0026 train_time:17874439ms step_avg:721.12ms
step:24798/40500 train_loss:1.6545 aux_loss:0.0028 train_time:17875156ms step_avg:721.12ms
step:24799/40500 train_loss:1.6044 aux_loss:0.0029 train_time:17875874ms step_avg:721.12ms
step:24800/40500 train_loss:1.5680 aux_loss:0.0027 train_time:17876591ms step_avg:721.12ms
step:24801/40500 train_loss:1.6294 aux_loss:0.0026 train_time:17877307ms step_avg:721.12ms
step:24802/40500 train_loss:1.6131 aux_loss:0.0026 train_time:17878023ms step_avg:721.12ms
step:24803/40500 train_loss:1.5567 aux_loss:0.0023 train_time:17878743ms step_avg:721.12ms
step:24804/40500 train_loss:1.5560 aux_loss:0.0025 train_time:17879458ms step_avg:721.12ms
step:24805/40500 train_loss:1.5948 aux_loss:0.0028 train_time:17880177ms step_avg:721.12ms
step:24806/40500 train_loss:1.5612 aux_loss:0.0025 train_time:17880892ms step_avg:721.12ms
step:24807/40500 train_loss:1.5502 aux_loss:0.0025 train_time:17881609ms step_avg:721.12ms
step:24808/40500 train_loss:1.5629 aux_loss:0.0027 train_time:17882328ms step_avg:721.12ms
step:24809/40500 train_loss:1.5487 aux_loss:0.0028 train_time:17883045ms step_avg:721.12ms
step:24810/40500 train_loss:1.5959 aux_loss:0.0028 train_time:17883760ms step_avg:721.12ms
step:24811/40500 train_loss:1.5835 aux_loss:0.0028 train_time:17884478ms step_avg:721.12ms
step:24812/40500 train_loss:1.5748 aux_loss:0.0028 train_time:17885193ms step_avg:721.12ms
step:24813/40500 train_loss:1.6453 aux_loss:0.0029 train_time:17885912ms step_avg:721.12ms
step:24814/40500 train_loss:1.5815 aux_loss:0.0026 train_time:17886630ms step_avg:721.12ms
step:24815/40500 train_loss:1.5292 aux_loss:0.0026 train_time:17887348ms step_avg:721.12ms
step:24816/40500 train_loss:1.5411 aux_loss:0.0025 train_time:17888063ms step_avg:721.12ms
step:24817/40500 train_loss:1.5405 aux_loss:0.0026 train_time:17888781ms step_avg:721.12ms
step:24818/40500 train_loss:1.5846 aux_loss:0.0026 train_time:17889498ms step_avg:721.12ms
step:24819/40500 train_loss:1.5636 aux_loss:0.0025 train_time:17890214ms step_avg:721.12ms
step:24820/40500 train_loss:1.6308 aux_loss:0.0026 train_time:17890930ms step_avg:721.12ms
step:24821/40500 train_loss:1.5530 aux_loss:0.0028 train_time:17891646ms step_avg:721.12ms
step:24822/40500 train_loss:1.5703 aux_loss:0.0027 train_time:17892362ms step_avg:721.12ms
step:24823/40500 train_loss:1.5477 aux_loss:0.0028 train_time:17893079ms step_avg:721.12ms
step:24824/40500 train_loss:1.5421 aux_loss:0.0028 train_time:17893798ms step_avg:721.12ms
step:24825/40500 train_loss:1.5792 aux_loss:0.0027 train_time:17894516ms step_avg:721.12ms
step:24826/40500 train_loss:1.5898 aux_loss:0.0028 train_time:17895234ms step_avg:721.12ms
step:24827/40500 train_loss:1.6325 aux_loss:0.0026 train_time:17895953ms step_avg:721.12ms
step:24828/40500 train_loss:1.6363 aux_loss:0.0032 train_time:17896669ms step_avg:721.12ms
step:24829/40500 train_loss:1.5960 aux_loss:0.0026 train_time:17897383ms step_avg:721.12ms
step:24830/40500 train_loss:1.5799 aux_loss:0.0026 train_time:17898101ms step_avg:721.12ms
step:24831/40500 train_loss:1.5874 aux_loss:0.0027 train_time:17898819ms step_avg:721.12ms
step:24832/40500 train_loss:1.5582 aux_loss:0.0025 train_time:17899536ms step_avg:721.12ms
step:24833/40500 train_loss:1.5772 aux_loss:0.0025 train_time:17900252ms step_avg:721.12ms
step:24834/40500 train_loss:1.5758 aux_loss:0.0027 train_time:17900969ms step_avg:721.12ms
step:24835/40500 train_loss:1.6152 aux_loss:0.0028 train_time:17901686ms step_avg:721.12ms
step:24836/40500 train_loss:1.5394 aux_loss:0.0026 train_time:17902403ms step_avg:721.12ms
step:24837/40500 train_loss:1.5661 aux_loss:0.0025 train_time:17903118ms step_avg:721.11ms
step:24838/40500 train_loss:1.6132 aux_loss:0.0059 train_time:17903835ms step_avg:721.11ms
step:24839/40500 train_loss:1.6000 aux_loss:0.0026 train_time:17904552ms step_avg:721.11ms
step:24840/40500 train_loss:1.5522 aux_loss:0.0024 train_time:17905268ms step_avg:721.11ms
step:24841/40500 train_loss:1.6261 aux_loss:0.0025 train_time:17905984ms step_avg:721.11ms
step:24842/40500 train_loss:1.5257 aux_loss:0.0026 train_time:17906702ms step_avg:721.11ms
step:24843/40500 train_loss:1.5381 aux_loss:0.0026 train_time:17907420ms step_avg:721.11ms
step:24844/40500 train_loss:1.5131 aux_loss:0.0025 train_time:17908140ms step_avg:721.11ms
step:24845/40500 train_loss:1.6421 aux_loss:0.0026 train_time:17908856ms step_avg:721.11ms
step:24846/40500 train_loss:1.5639 aux_loss:0.0029 train_time:17909572ms step_avg:721.11ms
step:24847/40500 train_loss:1.6244 aux_loss:0.0027 train_time:17910290ms step_avg:721.11ms
step:24848/40500 train_loss:1.6055 aux_loss:0.0026 train_time:17911007ms step_avg:721.11ms
step:24849/40500 train_loss:1.6416 aux_loss:0.0025 train_time:17911723ms step_avg:721.11ms
step:24850/40500 train_loss:1.5826 aux_loss:0.0028 train_time:17912440ms step_avg:721.11ms
step:24851/40500 train_loss:1.5753 aux_loss:0.0027 train_time:17913156ms step_avg:721.11ms
step:24852/40500 train_loss:1.6030 aux_loss:0.0025 train_time:17913873ms step_avg:721.11ms
step:24853/40500 train_loss:1.5513 aux_loss:0.0027 train_time:17914588ms step_avg:721.11ms
step:24854/40500 train_loss:1.5717 aux_loss:0.0026 train_time:17915306ms step_avg:721.11ms
step:24855/40500 train_loss:1.5510 aux_loss:0.0029 train_time:17916022ms step_avg:721.11ms
step:24856/40500 train_loss:1.6111 aux_loss:0.0028 train_time:17916741ms step_avg:721.11ms
step:24857/40500 train_loss:1.6726 aux_loss:0.0027 train_time:17917458ms step_avg:721.11ms
step:24858/40500 train_loss:1.5972 aux_loss:0.0027 train_time:17918175ms step_avg:721.11ms
step:24859/40500 train_loss:1.6167 aux_loss:0.0026 train_time:17918893ms step_avg:721.11ms
step:24860/40500 train_loss:1.5486 aux_loss:0.0034 train_time:17919610ms step_avg:721.11ms
step:24861/40500 train_loss:1.5838 aux_loss:0.0026 train_time:17920323ms step_avg:721.11ms
step:24862/40500 train_loss:1.6252 aux_loss:0.0026 train_time:17921038ms step_avg:721.11ms
step:24863/40500 train_loss:1.5280 aux_loss:0.0026 train_time:17921755ms step_avg:721.11ms
step:24864/40500 train_loss:1.6281 aux_loss:0.0026 train_time:17922472ms step_avg:721.11ms
step:24865/40500 train_loss:1.5663 aux_loss:0.0025 train_time:17923187ms step_avg:721.11ms
step:24866/40500 train_loss:1.5300 aux_loss:0.0026 train_time:17923903ms step_avg:721.11ms
step:24867/40500 train_loss:1.6235 aux_loss:0.0025 train_time:17924619ms step_avg:721.11ms
step:24868/40500 train_loss:1.5167 aux_loss:0.0027 train_time:17925336ms step_avg:721.11ms
step:24869/40500 train_loss:1.6215 aux_loss:0.0025 train_time:17926052ms step_avg:721.11ms
step:24870/40500 train_loss:1.6587 aux_loss:0.0026 train_time:17926768ms step_avg:721.11ms
step:24871/40500 train_loss:1.5756 aux_loss:0.0025 train_time:17927485ms step_avg:721.11ms
step:24872/40500 train_loss:1.6343 aux_loss:0.0034 train_time:17928201ms step_avg:721.11ms
step:24873/40500 train_loss:1.5927 aux_loss:0.0029 train_time:17928918ms step_avg:721.11ms
step:24874/40500 train_loss:1.5444 aux_loss:0.0026 train_time:17929632ms step_avg:721.11ms
step:24875/40500 train_loss:1.5942 aux_loss:0.0027 train_time:17930353ms step_avg:721.11ms
step:24876/40500 train_loss:1.5976 aux_loss:0.0028 train_time:17931070ms step_avg:721.11ms
step:24877/40500 train_loss:1.5873 aux_loss:0.0029 train_time:17931787ms step_avg:721.11ms
step:24878/40500 train_loss:1.6318 aux_loss:0.0027 train_time:17932500ms step_avg:721.11ms
step:24879/40500 train_loss:1.5626 aux_loss:0.0026 train_time:17933216ms step_avg:721.11ms
step:24880/40500 train_loss:1.5908 aux_loss:0.0026 train_time:17933933ms step_avg:721.11ms
step:24881/40500 train_loss:1.5496 aux_loss:0.0027 train_time:17934651ms step_avg:721.11ms
step:24882/40500 train_loss:1.5654 aux_loss:0.0027 train_time:17935368ms step_avg:721.11ms
step:24883/40500 train_loss:1.5862 aux_loss:0.0026 train_time:17936085ms step_avg:721.11ms
step:24884/40500 train_loss:1.6104 aux_loss:0.0026 train_time:17936802ms step_avg:721.11ms
step:24885/40500 train_loss:1.5425 aux_loss:0.0025 train_time:17937518ms step_avg:721.11ms
step:24886/40500 train_loss:1.5795 aux_loss:0.0027 train_time:17938235ms step_avg:721.11ms
step:24887/40500 train_loss:1.5853 aux_loss:0.0031 train_time:17938950ms step_avg:721.11ms
step:24888/40500 train_loss:1.6305 aux_loss:0.0027 train_time:17939667ms step_avg:721.11ms
step:24889/40500 train_loss:1.5898 aux_loss:0.0026 train_time:17940384ms step_avg:721.11ms
step:24890/40500 train_loss:1.5569 aux_loss:0.0029 train_time:17941101ms step_avg:721.11ms
step:24891/40500 train_loss:1.6301 aux_loss:0.0026 train_time:17941816ms step_avg:721.11ms
step:24892/40500 train_loss:1.5341 aux_loss:0.0025 train_time:17942533ms step_avg:721.10ms
step:24893/40500 train_loss:1.5990 aux_loss:0.0026 train_time:17943250ms step_avg:721.10ms
step:24894/40500 train_loss:1.6031 aux_loss:0.0027 train_time:17943968ms step_avg:721.10ms
step:24895/40500 train_loss:1.5297 aux_loss:0.0026 train_time:17944685ms step_avg:721.10ms
step:24896/40500 train_loss:1.5554 aux_loss:0.0026 train_time:17945403ms step_avg:721.10ms
step:24897/40500 train_loss:1.5845 aux_loss:0.0026 train_time:17946120ms step_avg:721.10ms
step:24898/40500 train_loss:1.5695 aux_loss:0.0031 train_time:17946836ms step_avg:721.10ms
step:24899/40500 train_loss:1.5461 aux_loss:0.0027 train_time:17947553ms step_avg:721.10ms
step:24900/40500 train_loss:1.5629 aux_loss:0.0027 train_time:17948270ms step_avg:721.10ms
step:24901/40500 train_loss:1.6089 aux_loss:0.0031 train_time:17948986ms step_avg:721.10ms
step:24902/40500 train_loss:1.5097 aux_loss:0.0026 train_time:17949705ms step_avg:721.10ms
step:24903/40500 train_loss:1.6136 aux_loss:0.0028 train_time:17950422ms step_avg:721.10ms
step:24904/40500 train_loss:1.5810 aux_loss:0.0027 train_time:17951138ms step_avg:721.10ms
step:24905/40500 train_loss:1.5285 aux_loss:0.0026 train_time:17951855ms step_avg:721.10ms
step:24906/40500 train_loss:1.5949 aux_loss:0.0029 train_time:17952572ms step_avg:721.10ms
step:24907/40500 train_loss:1.5951 aux_loss:0.0029 train_time:17953288ms step_avg:721.10ms
step:24908/40500 train_loss:1.5044 aux_loss:0.0031 train_time:17954007ms step_avg:721.10ms
step:24909/40500 train_loss:1.6208 aux_loss:0.0025 train_time:17954723ms step_avg:721.10ms
step:24910/40500 train_loss:1.5561 aux_loss:0.0026 train_time:17955439ms step_avg:721.10ms
step:24911/40500 train_loss:1.5616 aux_loss:0.0027 train_time:17956157ms step_avg:721.10ms
step:24912/40500 train_loss:1.5602 aux_loss:0.0026 train_time:17956873ms step_avg:721.10ms
step:24913/40500 train_loss:1.6095 aux_loss:0.0025 train_time:17957590ms step_avg:721.10ms
step:24914/40500 train_loss:1.5869 aux_loss:0.0027 train_time:17958305ms step_avg:721.10ms
step:24915/40500 train_loss:1.5544 aux_loss:0.0032 train_time:17959022ms step_avg:721.10ms
step:24916/40500 train_loss:1.5555 aux_loss:0.0027 train_time:17959741ms step_avg:721.10ms
step:24917/40500 train_loss:1.5625 aux_loss:0.0026 train_time:17960456ms step_avg:721.10ms
step:24918/40500 train_loss:1.5849 aux_loss:0.0025 train_time:17961173ms step_avg:721.10ms
step:24919/40500 train_loss:1.5945 aux_loss:0.0027 train_time:17961890ms step_avg:721.10ms
step:24920/40500 train_loss:1.6249 aux_loss:0.0025 train_time:17962607ms step_avg:721.10ms
step:24921/40500 train_loss:1.5390 aux_loss:0.0026 train_time:17963326ms step_avg:721.10ms
step:24922/40500 train_loss:1.6052 aux_loss:0.0026 train_time:17964043ms step_avg:721.10ms
step:24923/40500 train_loss:1.5556 aux_loss:0.0026 train_time:17964760ms step_avg:721.10ms
step:24924/40500 train_loss:1.5578 aux_loss:0.0026 train_time:17965477ms step_avg:721.10ms
step:24925/40500 train_loss:1.5223 aux_loss:0.0025 train_time:17966194ms step_avg:721.10ms
step:24926/40500 train_loss:1.5529 aux_loss:0.0027 train_time:17966913ms step_avg:721.10ms
step:24927/40500 train_loss:1.5816 aux_loss:0.0025 train_time:17967628ms step_avg:721.10ms
step:24928/40500 train_loss:1.5713 aux_loss:0.0026 train_time:17968346ms step_avg:721.10ms
step:24929/40500 train_loss:1.6079 aux_loss:0.0028 train_time:17969063ms step_avg:721.10ms
step:24930/40500 train_loss:1.5762 aux_loss:0.0029 train_time:17969780ms step_avg:721.10ms
step:24931/40500 train_loss:1.5889 aux_loss:0.0028 train_time:17970499ms step_avg:721.10ms
step:24932/40500 train_loss:1.5638 aux_loss:0.0026 train_time:17971216ms step_avg:721.10ms
step:24933/40500 train_loss:1.6377 aux_loss:0.0025 train_time:17971931ms step_avg:721.10ms
step:24934/40500 train_loss:1.6336 aux_loss:0.0026 train_time:17972648ms step_avg:721.10ms
step:24935/40500 train_loss:1.5491 aux_loss:0.0026 train_time:17973365ms step_avg:721.10ms
step:24936/40500 train_loss:1.5771 aux_loss:0.0025 train_time:17974080ms step_avg:721.10ms
step:24937/40500 train_loss:1.5602 aux_loss:0.0027 train_time:17974797ms step_avg:721.10ms
step:24938/40500 train_loss:1.5900 aux_loss:0.0024 train_time:17975516ms step_avg:721.10ms
step:24939/40500 train_loss:1.5301 aux_loss:0.0026 train_time:17976229ms step_avg:721.10ms
step:24940/40500 train_loss:1.5693 aux_loss:0.0025 train_time:17976947ms step_avg:721.10ms
step:24941/40500 train_loss:1.5625 aux_loss:0.0026 train_time:17977667ms step_avg:721.10ms
step:24942/40500 train_loss:1.5711 aux_loss:0.0026 train_time:17978383ms step_avg:721.10ms
step:24943/40500 train_loss:1.5442 aux_loss:0.0028 train_time:17979099ms step_avg:721.10ms
step:24944/40500 train_loss:1.6333 aux_loss:0.0025 train_time:17979821ms step_avg:721.10ms
step:24945/40500 train_loss:1.5821 aux_loss:0.0025 train_time:17980537ms step_avg:721.10ms
step:24946/40500 train_loss:1.6397 aux_loss:0.0027 train_time:17981254ms step_avg:721.10ms
step:24947/40500 train_loss:1.5698 aux_loss:0.0031 train_time:17981971ms step_avg:721.10ms
step:24948/40500 train_loss:1.6229 aux_loss:0.0028 train_time:17982686ms step_avg:721.10ms
step:24949/40500 train_loss:1.6117 aux_loss:0.0027 train_time:17983403ms step_avg:721.10ms
step:24950/40500 train_loss:1.5338 aux_loss:0.0026 train_time:17984121ms step_avg:721.10ms
step:24951/40500 train_loss:1.5545 aux_loss:0.0026 train_time:17984841ms step_avg:721.10ms
step:24952/40500 train_loss:1.5469 aux_loss:0.0027 train_time:17985556ms step_avg:721.10ms
step:24953/40500 train_loss:1.6313 aux_loss:0.0026 train_time:17986276ms step_avg:721.10ms
step:24954/40500 train_loss:1.5404 aux_loss:0.0025 train_time:17986993ms step_avg:721.09ms
step:24955/40500 train_loss:1.6025 aux_loss:0.0028 train_time:17987711ms step_avg:721.09ms
step:24956/40500 train_loss:1.5504 aux_loss:0.0028 train_time:17988427ms step_avg:721.09ms
step:24957/40500 train_loss:1.5638 aux_loss:0.0027 train_time:17989144ms step_avg:721.09ms
step:24958/40500 train_loss:1.4828 aux_loss:0.0030 train_time:17989861ms step_avg:721.09ms
step:24959/40500 train_loss:1.5874 aux_loss:0.0025 train_time:17990578ms step_avg:721.09ms
step:24960/40500 train_loss:1.5903 aux_loss:0.0031 train_time:17991294ms step_avg:721.09ms
step:24961/40500 train_loss:1.6120 aux_loss:0.0023 train_time:17992012ms step_avg:721.09ms
step:24962/40500 train_loss:1.6356 aux_loss:0.0024 train_time:17992730ms step_avg:721.09ms
step:24963/40500 train_loss:1.5559 aux_loss:0.0028 train_time:17993448ms step_avg:721.09ms
step:24964/40500 train_loss:1.5703 aux_loss:0.0027 train_time:17994166ms step_avg:721.09ms
step:24965/40500 train_loss:1.5641 aux_loss:0.0026 train_time:17994882ms step_avg:721.09ms
step:24966/40500 train_loss:1.5557 aux_loss:0.0027 train_time:17995598ms step_avg:721.09ms
step:24967/40500 train_loss:1.5389 aux_loss:0.0028 train_time:17996316ms step_avg:721.09ms
step:24968/40500 train_loss:1.5754 aux_loss:0.0025 train_time:17997033ms step_avg:721.09ms
step:24969/40500 train_loss:1.5664 aux_loss:0.0026 train_time:17997748ms step_avg:721.09ms
step:24970/40500 train_loss:1.5690 aux_loss:0.0026 train_time:17998464ms step_avg:721.09ms
step:24971/40500 train_loss:1.6350 aux_loss:0.0024 train_time:17999180ms step_avg:721.09ms
step:24972/40500 train_loss:1.6134 aux_loss:0.0025 train_time:17999896ms step_avg:721.09ms
step:24973/40500 train_loss:1.5159 aux_loss:0.0025 train_time:18000615ms step_avg:721.09ms
step:24974/40500 train_loss:1.5731 aux_loss:0.0032 train_time:18001333ms step_avg:721.09ms
step:24975/40500 train_loss:1.5601 aux_loss:0.0026 train_time:18002049ms step_avg:721.09ms
step:24976/40500 train_loss:1.6074 aux_loss:0.0026 train_time:18002765ms step_avg:721.09ms
step:24977/40500 train_loss:1.6077 aux_loss:0.0026 train_time:18003482ms step_avg:721.09ms
step:24978/40500 train_loss:1.5172 aux_loss:0.0025 train_time:18004198ms step_avg:721.09ms
step:24979/40500 train_loss:1.5822 aux_loss:0.0026 train_time:18004916ms step_avg:721.09ms
step:24980/40500 train_loss:1.5523 aux_loss:0.0032 train_time:18005633ms step_avg:721.09ms
step:24981/40500 train_loss:1.6279 aux_loss:0.0024 train_time:18006350ms step_avg:721.09ms
step:24982/40500 train_loss:1.5723 aux_loss:0.0025 train_time:18007066ms step_avg:721.09ms
step:24983/40500 train_loss:1.6140 aux_loss:0.0036 train_time:18007783ms step_avg:721.09ms
step:24984/40500 train_loss:1.5840 aux_loss:0.0026 train_time:18008498ms step_avg:721.09ms
step:24985/40500 train_loss:1.6321 aux_loss:0.0028 train_time:18009213ms step_avg:721.09ms
step:24986/40500 train_loss:1.6260 aux_loss:0.0025 train_time:18009930ms step_avg:721.09ms
step:24987/40500 train_loss:1.5473 aux_loss:0.0025 train_time:18010646ms step_avg:721.09ms
step:24988/40500 train_loss:1.5174 aux_loss:0.0025 train_time:18011363ms step_avg:721.09ms
step:24989/40500 train_loss:1.5295 aux_loss:0.0026 train_time:18012080ms step_avg:721.09ms
step:24990/40500 train_loss:1.5894 aux_loss:0.0027 train_time:18012795ms step_avg:721.09ms
step:24991/40500 train_loss:1.6321 aux_loss:0.0026 train_time:18013511ms step_avg:721.09ms
step:24992/40500 train_loss:1.5993 aux_loss:0.0029 train_time:18014229ms step_avg:721.09ms
step:24993/40500 train_loss:1.5671 aux_loss:0.0027 train_time:18014947ms step_avg:721.09ms
step:24994/40500 train_loss:1.5926 aux_loss:0.0027 train_time:18015661ms step_avg:721.09ms
step:24995/40500 train_loss:1.5945 aux_loss:0.0025 train_time:18016380ms step_avg:721.09ms
step:24996/40500 train_loss:1.5435 aux_loss:0.0026 train_time:18017095ms step_avg:721.09ms
step:24997/40500 train_loss:1.5785 aux_loss:0.0028 train_time:18017814ms step_avg:721.09ms
step:24998/40500 train_loss:1.6150 aux_loss:0.0026 train_time:18018530ms step_avg:721.09ms
step:24999/40500 train_loss:1.6043 aux_loss:0.0027 train_time:18019247ms step_avg:721.09ms
step:25000/40500 train_loss:1.5796 aux_loss:0.0027 train_time:18019965ms step_avg:721.09ms
step:25001/40500 train_loss:1.5781 aux_loss:0.0028 train_time:18020682ms step_avg:721.09ms
step:25002/40500 train_loss:1.5642 aux_loss:0.0027 train_time:18021399ms step_avg:721.09ms
step:25003/40500 train_loss:1.6219 aux_loss:0.0028 train_time:18022115ms step_avg:721.09ms
step:25004/40500 train_loss:1.5639 aux_loss:0.0027 train_time:18022832ms step_avg:721.09ms
step:25005/40500 train_loss:1.6221 aux_loss:0.0028 train_time:18023549ms step_avg:721.09ms
step:25006/40500 train_loss:1.5698 aux_loss:0.0029 train_time:18024265ms step_avg:721.09ms
step:25007/40500 train_loss:1.5825 aux_loss:0.0024 train_time:18024981ms step_avg:721.09ms
step:25008/40500 train_loss:1.6363 aux_loss:0.0025 train_time:18025699ms step_avg:721.09ms
step:25009/40500 train_loss:1.5827 aux_loss:0.0027 train_time:18026414ms step_avg:721.09ms
step:25010/40500 train_loss:1.5935 aux_loss:0.0025 train_time:18027131ms step_avg:721.09ms
step:25011/40500 train_loss:1.6372 aux_loss:0.0026 train_time:18027847ms step_avg:721.09ms
step:25012/40500 train_loss:1.5952 aux_loss:0.0028 train_time:18028564ms step_avg:721.08ms
step:25013/40500 train_loss:1.5730 aux_loss:0.0025 train_time:18029281ms step_avg:721.08ms
step:25014/40500 train_loss:1.5751 aux_loss:0.0028 train_time:18029998ms step_avg:721.08ms
step:25015/40500 train_loss:1.5770 aux_loss:0.0025 train_time:18030714ms step_avg:721.08ms
step:25016/40500 train_loss:1.5970 aux_loss:0.0025 train_time:18031431ms step_avg:721.08ms
step:25017/40500 train_loss:1.6215 aux_loss:0.0030 train_time:18032147ms step_avg:721.08ms
step:25018/40500 train_loss:1.5649 aux_loss:0.0024 train_time:18032865ms step_avg:721.08ms
step:25019/40500 train_loss:1.5461 aux_loss:0.0028 train_time:18033582ms step_avg:721.08ms
step:25020/40500 train_loss:1.6145 aux_loss:0.0025 train_time:18034300ms step_avg:721.08ms
step:25021/40500 train_loss:1.6287 aux_loss:0.0029 train_time:18035017ms step_avg:721.08ms
step:25022/40500 train_loss:1.5953 aux_loss:0.0027 train_time:18035734ms step_avg:721.08ms
step:25023/40500 train_loss:1.6330 aux_loss:0.0026 train_time:18036450ms step_avg:721.08ms
step:25024/40500 train_loss:1.5609 aux_loss:0.0025 train_time:18037167ms step_avg:721.08ms
step:25025/40500 train_loss:1.5493 aux_loss:0.0027 train_time:18037882ms step_avg:721.08ms
step:25026/40500 train_loss:1.5349 aux_loss:0.0025 train_time:18038600ms step_avg:721.08ms
step:25027/40500 train_loss:1.5843 aux_loss:0.0026 train_time:18039314ms step_avg:721.08ms
step:25028/40500 train_loss:1.5848 aux_loss:0.0027 train_time:18040032ms step_avg:721.08ms
step:25029/40500 train_loss:1.5580 aux_loss:0.0026 train_time:18040749ms step_avg:721.08ms
step:25030/40500 train_loss:1.5589 aux_loss:0.0026 train_time:18041464ms step_avg:721.08ms
step:25031/40500 train_loss:1.5676 aux_loss:0.0026 train_time:18042182ms step_avg:721.08ms
step:25032/40500 train_loss:1.6333 aux_loss:0.0026 train_time:18042899ms step_avg:721.08ms
step:25033/40500 train_loss:1.6016 aux_loss:0.0026 train_time:18043617ms step_avg:721.08ms
step:25034/40500 train_loss:1.5848 aux_loss:0.0027 train_time:18044335ms step_avg:721.08ms
step:25035/40500 train_loss:1.5853 aux_loss:0.0026 train_time:18045050ms step_avg:721.08ms
step:25036/40500 train_loss:1.6220 aux_loss:0.0027 train_time:18045767ms step_avg:721.08ms
step:25037/40500 train_loss:1.5679 aux_loss:0.0026 train_time:18046483ms step_avg:721.08ms
step:25038/40500 train_loss:1.5609 aux_loss:0.0026 train_time:18047200ms step_avg:721.08ms
step:25039/40500 train_loss:1.5640 aux_loss:0.0026 train_time:18047921ms step_avg:721.08ms
step:25040/40500 train_loss:1.6078 aux_loss:0.0025 train_time:18048636ms step_avg:721.08ms
step:25041/40500 train_loss:1.5484 aux_loss:0.0023 train_time:18049356ms step_avg:721.08ms
step:25042/40500 train_loss:1.6283 aux_loss:0.0025 train_time:18050072ms step_avg:721.08ms
step:25043/40500 train_loss:1.5583 aux_loss:0.0025 train_time:18050787ms step_avg:721.08ms
step:25044/40500 train_loss:1.5382 aux_loss:0.0026 train_time:18051503ms step_avg:721.08ms
step:25045/40500 train_loss:1.5891 aux_loss:0.0026 train_time:18052222ms step_avg:721.08ms
step:25046/40500 train_loss:1.6053 aux_loss:0.0027 train_time:18052939ms step_avg:721.08ms
step:25047/40500 train_loss:1.6050 aux_loss:0.0026 train_time:18053655ms step_avg:721.08ms
step:25048/40500 train_loss:1.6255 aux_loss:0.0029 train_time:18054372ms step_avg:721.08ms
step:25049/40500 train_loss:1.6101 aux_loss:0.0027 train_time:18055091ms step_avg:721.08ms
step:25050/40500 train_loss:1.5710 aux_loss:0.0029 train_time:18055807ms step_avg:721.08ms
step:25051/40500 train_loss:1.5752 aux_loss:0.0026 train_time:18056524ms step_avg:721.08ms
step:25052/40500 train_loss:1.5687 aux_loss:0.0029 train_time:18057241ms step_avg:721.08ms
step:25053/40500 train_loss:1.4848 aux_loss:0.0024 train_time:18057957ms step_avg:721.08ms
step:25054/40500 train_loss:1.6126 aux_loss:0.0025 train_time:18058673ms step_avg:721.08ms
step:25055/40500 train_loss:1.6081 aux_loss:0.0027 train_time:18059388ms step_avg:721.08ms
step:25056/40500 train_loss:1.5872 aux_loss:0.0024 train_time:18060104ms step_avg:721.08ms
step:25057/40500 train_loss:1.5991 aux_loss:0.0026 train_time:18060823ms step_avg:721.08ms
step:25058/40500 train_loss:1.5529 aux_loss:0.0026 train_time:18061539ms step_avg:721.08ms
step:25059/40500 train_loss:1.6015 aux_loss:0.0025 train_time:18062256ms step_avg:721.08ms
step:25060/40500 train_loss:1.5589 aux_loss:0.0026 train_time:18062972ms step_avg:721.08ms
step:25061/40500 train_loss:1.5692 aux_loss:0.0026 train_time:18063688ms step_avg:721.08ms
step:25062/40500 train_loss:1.5671 aux_loss:0.0026 train_time:18064405ms step_avg:721.08ms
step:25063/40500 train_loss:1.5668 aux_loss:0.0027 train_time:18065121ms step_avg:721.08ms
step:25064/40500 train_loss:1.5693 aux_loss:0.0028 train_time:18065839ms step_avg:721.08ms
step:25065/40500 train_loss:1.5401 aux_loss:0.0028 train_time:18066556ms step_avg:721.08ms
step:25066/40500 train_loss:1.6090 aux_loss:0.0028 train_time:18067275ms step_avg:721.08ms
step:25067/40500 train_loss:1.5574 aux_loss:0.0030 train_time:18067992ms step_avg:721.08ms
step:25068/40500 train_loss:1.6146 aux_loss:0.0025 train_time:18068706ms step_avg:721.08ms
step:25069/40500 train_loss:1.5717 aux_loss:0.0026 train_time:18069423ms step_avg:721.08ms
step:25070/40500 train_loss:1.5114 aux_loss:0.0025 train_time:18070140ms step_avg:721.08ms
step:25071/40500 train_loss:1.5294 aux_loss:0.0025 train_time:18070858ms step_avg:721.07ms
step:25072/40500 train_loss:1.6283 aux_loss:0.0025 train_time:18071575ms step_avg:721.07ms
step:25073/40500 train_loss:1.6268 aux_loss:0.0026 train_time:18072292ms step_avg:721.07ms
step:25074/40500 train_loss:1.5754 aux_loss:0.0025 train_time:18073008ms step_avg:721.07ms
step:25075/40500 train_loss:1.5648 aux_loss:0.0026 train_time:18073724ms step_avg:721.07ms
step:25076/40500 train_loss:1.5877 aux_loss:0.0025 train_time:18074440ms step_avg:721.07ms
step:25077/40500 train_loss:1.5924 aux_loss:0.0028 train_time:18075156ms step_avg:721.07ms
step:25078/40500 train_loss:1.5436 aux_loss:0.0025 train_time:18075874ms step_avg:721.07ms
step:25079/40500 train_loss:1.6009 aux_loss:0.0025 train_time:18076591ms step_avg:721.07ms
step:25080/40500 train_loss:1.6261 aux_loss:0.0025 train_time:18077308ms step_avg:721.07ms
step:25081/40500 train_loss:1.5119 aux_loss:0.0027 train_time:18078025ms step_avg:721.07ms
step:25082/40500 train_loss:1.5278 aux_loss:0.0032 train_time:18078742ms step_avg:721.07ms
step:25083/40500 train_loss:1.5724 aux_loss:0.0025 train_time:18079457ms step_avg:721.07ms
step:25084/40500 train_loss:1.5514 aux_loss:0.0025 train_time:18080171ms step_avg:721.07ms
step:25085/40500 train_loss:1.6568 aux_loss:0.0028 train_time:18080888ms step_avg:721.07ms
step:25086/40500 train_loss:1.6153 aux_loss:0.0027 train_time:18081604ms step_avg:721.07ms
step:25087/40500 train_loss:1.6171 aux_loss:0.0026 train_time:18082320ms step_avg:721.07ms
step:25088/40500 train_loss:1.5203 aux_loss:0.0027 train_time:18083037ms step_avg:721.07ms
step:25089/40500 train_loss:1.6157 aux_loss:0.0026 train_time:18083753ms step_avg:721.07ms
step:25090/40500 train_loss:1.5511 aux_loss:0.0024 train_time:18084470ms step_avg:721.07ms
step:25091/40500 train_loss:1.6012 aux_loss:0.0025 train_time:18085187ms step_avg:721.07ms
step:25092/40500 train_loss:1.5527 aux_loss:0.0025 train_time:18085904ms step_avg:721.07ms
step:25093/40500 train_loss:1.5235 aux_loss:0.0031 train_time:18086621ms step_avg:721.07ms
step:25094/40500 train_loss:1.5715 aux_loss:0.0024 train_time:18087337ms step_avg:721.07ms
step:25095/40500 train_loss:1.5430 aux_loss:0.0025 train_time:18088055ms step_avg:721.07ms
step:25096/40500 train_loss:1.5768 aux_loss:0.0024 train_time:18088771ms step_avg:721.07ms
step:25097/40500 train_loss:1.6155 aux_loss:0.0028 train_time:18089489ms step_avg:721.07ms
step:25098/40500 train_loss:1.5610 aux_loss:0.0028 train_time:18090203ms step_avg:721.07ms
step:25099/40500 train_loss:1.5829 aux_loss:0.0026 train_time:18090922ms step_avg:721.07ms
step:25100/40500 train_loss:1.6069 aux_loss:0.0026 train_time:18091637ms step_avg:721.07ms
step:25101/40500 train_loss:1.5665 aux_loss:0.0026 train_time:18092354ms step_avg:721.07ms
step:25102/40500 train_loss:1.5785 aux_loss:0.0028 train_time:18093070ms step_avg:721.07ms
step:25103/40500 train_loss:1.5692 aux_loss:0.0025 train_time:18093788ms step_avg:721.07ms
step:25104/40500 train_loss:1.5803 aux_loss:0.0027 train_time:18094504ms step_avg:721.07ms
step:25105/40500 train_loss:1.5278 aux_loss:0.0027 train_time:18095223ms step_avg:721.07ms
step:25106/40500 train_loss:1.5325 aux_loss:0.0025 train_time:18095939ms step_avg:721.07ms
step:25107/40500 train_loss:1.5656 aux_loss:0.0027 train_time:18096657ms step_avg:721.07ms
step:25108/40500 train_loss:1.5275 aux_loss:0.0028 train_time:18097374ms step_avg:721.07ms
step:25109/40500 train_loss:1.6226 aux_loss:0.0029 train_time:18098092ms step_avg:721.07ms
step:25110/40500 train_loss:1.5565 aux_loss:0.0026 train_time:18098811ms step_avg:721.07ms
step:25111/40500 train_loss:1.5614 aux_loss:0.0028 train_time:18099526ms step_avg:721.07ms
step:25112/40500 train_loss:1.5538 aux_loss:0.0026 train_time:18100243ms step_avg:721.07ms
step:25113/40500 train_loss:1.5535 aux_loss:0.0024 train_time:18100960ms step_avg:721.07ms
step:25114/40500 train_loss:1.5914 aux_loss:0.0026 train_time:18101676ms step_avg:721.07ms
step:25115/40500 train_loss:1.5937 aux_loss:0.0026 train_time:18102394ms step_avg:721.07ms
step:25116/40500 train_loss:1.5999 aux_loss:0.0028 train_time:18103109ms step_avg:721.07ms
step:25117/40500 train_loss:1.5594 aux_loss:0.0029 train_time:18103823ms step_avg:721.07ms
step:25118/40500 train_loss:1.6092 aux_loss:0.0030 train_time:18104539ms step_avg:721.07ms
step:25119/40500 train_loss:1.5816 aux_loss:0.0026 train_time:18105257ms step_avg:721.07ms
step:25120/40500 train_loss:1.5991 aux_loss:0.0027 train_time:18105972ms step_avg:721.07ms
step:25121/40500 train_loss:1.5626 aux_loss:0.0027 train_time:18106688ms step_avg:721.07ms
step:25122/40500 train_loss:1.5517 aux_loss:0.0028 train_time:18107408ms step_avg:721.07ms
step:25123/40500 train_loss:1.5537 aux_loss:0.0028 train_time:18108127ms step_avg:721.07ms
step:25124/40500 train_loss:1.5990 aux_loss:0.0026 train_time:18108846ms step_avg:721.07ms
step:25125/40500 train_loss:1.6652 aux_loss:0.0026 train_time:18109562ms step_avg:721.07ms
step:25126/40500 train_loss:1.5918 aux_loss:0.0026 train_time:18110280ms step_avg:721.07ms
step:25127/40500 train_loss:1.5594 aux_loss:0.0026 train_time:18110996ms step_avg:721.07ms
step:25128/40500 train_loss:1.6536 aux_loss:0.0027 train_time:18111713ms step_avg:721.07ms
step:25129/40500 train_loss:1.5770 aux_loss:0.0028 train_time:18112430ms step_avg:721.06ms
step:25130/40500 train_loss:1.5546 aux_loss:0.0030 train_time:18113147ms step_avg:721.06ms
step:25131/40500 train_loss:1.5509 aux_loss:0.0027 train_time:18113862ms step_avg:721.06ms
step:25132/40500 train_loss:1.5791 aux_loss:0.0028 train_time:18114580ms step_avg:721.06ms
step:25133/40500 train_loss:1.5735 aux_loss:0.0026 train_time:18115297ms step_avg:721.06ms
step:25134/40500 train_loss:1.5549 aux_loss:0.0028 train_time:18116012ms step_avg:721.06ms
step:25135/40500 train_loss:1.6064 aux_loss:0.0025 train_time:18116729ms step_avg:721.06ms
step:25136/40500 train_loss:1.6489 aux_loss:0.0027 train_time:18117446ms step_avg:721.06ms
step:25137/40500 train_loss:1.5517 aux_loss:0.0026 train_time:18118163ms step_avg:721.06ms
step:25138/40500 train_loss:1.6089 aux_loss:0.0027 train_time:18118878ms step_avg:721.06ms
step:25139/40500 train_loss:1.6280 aux_loss:0.0028 train_time:18119595ms step_avg:721.06ms
step:25140/40500 train_loss:1.5716 aux_loss:0.0034 train_time:18120312ms step_avg:721.06ms
step:25141/40500 train_loss:1.6094 aux_loss:0.0027 train_time:18121025ms step_avg:721.06ms
step:25142/40500 train_loss:1.6021 aux_loss:0.0026 train_time:18121742ms step_avg:721.06ms
step:25143/40500 train_loss:1.5241 aux_loss:0.0025 train_time:18122459ms step_avg:721.06ms
step:25144/40500 train_loss:1.5637 aux_loss:0.0026 train_time:18123176ms step_avg:721.06ms
step:25145/40500 train_loss:1.5558 aux_loss:0.0026 train_time:18123892ms step_avg:721.06ms
step:25146/40500 train_loss:1.5513 aux_loss:0.0026 train_time:18124608ms step_avg:721.06ms
step:25147/40500 train_loss:1.5787 aux_loss:0.0027 train_time:18125325ms step_avg:721.06ms
step:25148/40500 train_loss:1.5598 aux_loss:0.0028 train_time:18126042ms step_avg:721.06ms
step:25149/40500 train_loss:1.6019 aux_loss:0.0026 train_time:18126758ms step_avg:721.06ms
step:25150/40500 train_loss:1.6154 aux_loss:0.0026 train_time:18127474ms step_avg:721.06ms
step:25151/40500 train_loss:1.5893 aux_loss:0.0026 train_time:18128191ms step_avg:721.06ms
step:25152/40500 train_loss:1.6139 aux_loss:0.0028 train_time:18128908ms step_avg:721.06ms
step:25153/40500 train_loss:1.5689 aux_loss:0.0027 train_time:18129623ms step_avg:721.06ms
step:25154/40500 train_loss:1.5851 aux_loss:0.0030 train_time:18130339ms step_avg:721.06ms
step:25155/40500 train_loss:1.5653 aux_loss:0.0025 train_time:18131055ms step_avg:721.06ms
step:25156/40500 train_loss:1.6066 aux_loss:0.0026 train_time:18131771ms step_avg:721.06ms
step:25157/40500 train_loss:1.6389 aux_loss:0.0027 train_time:18132488ms step_avg:721.06ms
step:25158/40500 train_loss:1.5767 aux_loss:0.0027 train_time:18133204ms step_avg:721.06ms
step:25159/40500 train_loss:1.5703 aux_loss:0.0028 train_time:18133919ms step_avg:721.06ms
step:25160/40500 train_loss:1.5442 aux_loss:0.0029 train_time:18134636ms step_avg:721.06ms
step:25161/40500 train_loss:1.6372 aux_loss:0.0026 train_time:18135351ms step_avg:721.06ms
step:25162/40500 train_loss:1.5398 aux_loss:0.0027 train_time:18136069ms step_avg:721.06ms
step:25163/40500 train_loss:1.5767 aux_loss:0.0027 train_time:18136785ms step_avg:721.06ms
step:25164/40500 train_loss:1.5563 aux_loss:0.0025 train_time:18137500ms step_avg:721.06ms
step:25165/40500 train_loss:1.6133 aux_loss:0.0025 train_time:18138216ms step_avg:721.06ms
step:25166/40500 train_loss:1.5731 aux_loss:0.0024 train_time:18138934ms step_avg:721.06ms
step:25167/40500 train_loss:1.5293 aux_loss:0.0031 train_time:18139649ms step_avg:721.06ms
step:25168/40500 train_loss:1.6542 aux_loss:0.0027 train_time:18140364ms step_avg:721.06ms
step:25169/40500 train_loss:1.5913 aux_loss:0.0026 train_time:18141081ms step_avg:721.06ms
step:25170/40500 train_loss:1.6021 aux_loss:0.0024 train_time:18141797ms step_avg:721.06ms
step:25171/40500 train_loss:1.5606 aux_loss:0.0027 train_time:18142512ms step_avg:721.06ms
step:25172/40500 train_loss:1.6422 aux_loss:0.0026 train_time:18143229ms step_avg:721.06ms
step:25173/40500 train_loss:1.5563 aux_loss:0.0027 train_time:18143945ms step_avg:721.06ms
step:25174/40500 train_loss:1.5912 aux_loss:0.0026 train_time:18144660ms step_avg:721.06ms
step:25175/40500 train_loss:1.6177 aux_loss:0.0026 train_time:18145378ms step_avg:721.06ms
step:25176/40500 train_loss:1.5932 aux_loss:0.0029 train_time:18146093ms step_avg:721.06ms
step:25177/40500 train_loss:1.6543 aux_loss:0.0026 train_time:18146810ms step_avg:721.06ms
step:25178/40500 train_loss:1.5993 aux_loss:0.0026 train_time:18147527ms step_avg:721.06ms
step:25179/40500 train_loss:1.6156 aux_loss:0.0025 train_time:18148243ms step_avg:721.06ms
step:25180/40500 train_loss:1.6764 aux_loss:0.0028 train_time:18148959ms step_avg:721.06ms
step:25181/40500 train_loss:1.6080 aux_loss:0.0030 train_time:18149675ms step_avg:721.05ms
step:25182/40500 train_loss:1.5698 aux_loss:0.0040 train_time:18150392ms step_avg:721.05ms
step:25183/40500 train_loss:1.5928 aux_loss:0.0028 train_time:18151110ms step_avg:721.05ms
step:25184/40500 train_loss:1.5741 aux_loss:0.0026 train_time:18151826ms step_avg:721.05ms
step:25185/40500 train_loss:1.5814 aux_loss:0.0025 train_time:18152542ms step_avg:721.05ms
step:25186/40500 train_loss:1.5456 aux_loss:0.0027 train_time:18153259ms step_avg:721.05ms
step:25187/40500 train_loss:1.5726 aux_loss:0.0026 train_time:18153975ms step_avg:721.05ms
step:25188/40500 train_loss:1.5660 aux_loss:0.0025 train_time:18154692ms step_avg:721.05ms
step:25189/40500 train_loss:1.5508 aux_loss:0.0027 train_time:18155410ms step_avg:721.05ms
step:25190/40500 train_loss:1.5785 aux_loss:0.0024 train_time:18156128ms step_avg:721.05ms
step:25191/40500 train_loss:1.5664 aux_loss:0.0027 train_time:18156845ms step_avg:721.05ms
step:25192/40500 train_loss:1.5792 aux_loss:0.0027 train_time:18157561ms step_avg:721.05ms
step:25193/40500 train_loss:1.5770 aux_loss:0.0025 train_time:18158278ms step_avg:721.05ms
step:25194/40500 train_loss:1.6038 aux_loss:0.0026 train_time:18158994ms step_avg:721.05ms
step:25195/40500 train_loss:1.5257 aux_loss:0.0026 train_time:18159710ms step_avg:721.05ms
step:25196/40500 train_loss:1.5908 aux_loss:0.0027 train_time:18160428ms step_avg:721.05ms
step:25197/40500 train_loss:1.5290 aux_loss:0.0026 train_time:18161144ms step_avg:721.05ms
step:25198/40500 train_loss:1.5692 aux_loss:0.0028 train_time:18161861ms step_avg:721.05ms
step:25199/40500 train_loss:1.5999 aux_loss:0.0026 train_time:18162581ms step_avg:721.05ms
step:25200/40500 train_loss:1.5256 aux_loss:0.0026 train_time:18163297ms step_avg:721.05ms
step:25201/40500 train_loss:1.5565 aux_loss:0.0030 train_time:18164015ms step_avg:721.05ms
step:25202/40500 train_loss:1.6090 aux_loss:0.0028 train_time:18164731ms step_avg:721.05ms
step:25203/40500 train_loss:1.5768 aux_loss:0.0027 train_time:18165447ms step_avg:721.05ms
step:25204/40500 train_loss:1.6294 aux_loss:0.0028 train_time:18166164ms step_avg:721.05ms
step:25205/40500 train_loss:1.6027 aux_loss:0.0028 train_time:18166883ms step_avg:721.05ms
step:25206/40500 train_loss:1.5670 aux_loss:0.0026 train_time:18167599ms step_avg:721.05ms
step:25207/40500 train_loss:1.6297 aux_loss:0.0029 train_time:18168317ms step_avg:721.05ms
step:25208/40500 train_loss:1.6089 aux_loss:0.0027 train_time:18169032ms step_avg:721.05ms
step:25209/40500 train_loss:1.5829 aux_loss:0.0026 train_time:18169749ms step_avg:721.05ms
step:25210/40500 train_loss:1.5832 aux_loss:0.0025 train_time:18170468ms step_avg:721.05ms
step:25211/40500 train_loss:1.6152 aux_loss:0.0026 train_time:18171186ms step_avg:721.05ms
step:25212/40500 train_loss:1.5708 aux_loss:0.0027 train_time:18171901ms step_avg:721.05ms
step:25213/40500 train_loss:1.5889 aux_loss:0.0028 train_time:18172618ms step_avg:721.05ms
step:25214/40500 train_loss:1.5788 aux_loss:0.0026 train_time:18173334ms step_avg:721.05ms
step:25215/40500 train_loss:1.6025 aux_loss:0.0026 train_time:18174050ms step_avg:721.05ms
step:25216/40500 train_loss:1.5746 aux_loss:0.0027 train_time:18174767ms step_avg:721.05ms
step:25217/40500 train_loss:1.5761 aux_loss:0.0027 train_time:18175485ms step_avg:721.05ms
step:25218/40500 train_loss:1.4982 aux_loss:0.0027 train_time:18176201ms step_avg:721.05ms
step:25219/40500 train_loss:1.5806 aux_loss:0.0029 train_time:18176918ms step_avg:721.05ms
step:25220/40500 train_loss:1.5500 aux_loss:0.0027 train_time:18177634ms step_avg:721.05ms
step:25221/40500 train_loss:1.5710 aux_loss:0.0026 train_time:18178351ms step_avg:721.05ms
step:25222/40500 train_loss:1.5739 aux_loss:0.0026 train_time:18179067ms step_avg:721.05ms
step:25223/40500 train_loss:1.5548 aux_loss:0.0026 train_time:18179784ms step_avg:721.05ms
step:25224/40500 train_loss:1.6039 aux_loss:0.0026 train_time:18180501ms step_avg:721.05ms
step:25225/40500 train_loss:1.5931 aux_loss:0.0025 train_time:18181218ms step_avg:721.05ms
step:25226/40500 train_loss:1.5777 aux_loss:0.0024 train_time:18181933ms step_avg:721.05ms
step:25227/40500 train_loss:1.5723 aux_loss:0.0026 train_time:18182649ms step_avg:721.05ms
step:25228/40500 train_loss:1.7111 aux_loss:0.0028 train_time:18183366ms step_avg:721.05ms
step:25229/40500 train_loss:1.6128 aux_loss:0.0025 train_time:18184083ms step_avg:721.05ms
step:25230/40500 train_loss:1.5847 aux_loss:0.0026 train_time:18184799ms step_avg:721.05ms
step:25231/40500 train_loss:1.5873 aux_loss:0.0026 train_time:18185518ms step_avg:721.05ms
step:25232/40500 train_loss:1.6493 aux_loss:0.0026 train_time:18186235ms step_avg:721.05ms
step:25233/40500 train_loss:1.5093 aux_loss:0.0026 train_time:18186951ms step_avg:721.05ms
step:25234/40500 train_loss:1.5544 aux_loss:0.0026 train_time:18187667ms step_avg:721.05ms
step:25235/40500 train_loss:1.5752 aux_loss:0.0027 train_time:18188383ms step_avg:721.05ms
step:25236/40500 train_loss:1.5728 aux_loss:0.0028 train_time:18189100ms step_avg:721.05ms
step:25237/40500 train_loss:1.6013 aux_loss:0.0027 train_time:18189817ms step_avg:721.05ms
step:25238/40500 train_loss:1.5602 aux_loss:0.0027 train_time:18190534ms step_avg:721.05ms
step:25239/40500 train_loss:1.6057 aux_loss:0.0028 train_time:18191250ms step_avg:721.05ms
step:25240/40500 train_loss:1.6189 aux_loss:0.0025 train_time:18191967ms step_avg:721.05ms
step:25241/40500 train_loss:1.6588 aux_loss:0.0027 train_time:18192683ms step_avg:721.04ms
step:25242/40500 train_loss:1.5850 aux_loss:0.0025 train_time:18193399ms step_avg:721.04ms
step:25243/40500 train_loss:1.5487 aux_loss:0.0026 train_time:18194116ms step_avg:721.04ms
step:25244/40500 train_loss:1.5980 aux_loss:0.0031 train_time:18194833ms step_avg:721.04ms
step:25245/40500 train_loss:1.5503 aux_loss:0.0033 train_time:18195548ms step_avg:721.04ms
step:25246/40500 train_loss:1.5097 aux_loss:0.0025 train_time:18196265ms step_avg:721.04ms
step:25247/40500 train_loss:1.5181 aux_loss:0.0024 train_time:18196981ms step_avg:721.04ms
step:25248/40500 train_loss:1.5873 aux_loss:0.0028 train_time:18197698ms step_avg:721.04ms
step:25249/40500 train_loss:1.5945 aux_loss:0.0027 train_time:18198416ms step_avg:721.04ms
step:25250/40500 train_loss:1.5766 aux_loss:0.0029 train_time:18199132ms step_avg:721.04ms
step:25251/40500 train_loss:1.5713 aux_loss:0.0029 train_time:18199849ms step_avg:721.04ms
step:25252/40500 train_loss:1.5613 aux_loss:0.0026 train_time:18200567ms step_avg:721.04ms
step:25253/40500 train_loss:1.6315 aux_loss:0.0027 train_time:18201283ms step_avg:721.04ms
step:25254/40500 train_loss:1.6178 aux_loss:0.0027 train_time:18201999ms step_avg:721.04ms
step:25255/40500 train_loss:1.5939 aux_loss:0.0025 train_time:18202717ms step_avg:721.04ms
step:25256/40500 train_loss:1.5494 aux_loss:0.0026 train_time:18203434ms step_avg:721.04ms
step:25257/40500 train_loss:1.5954 aux_loss:0.0026 train_time:18204151ms step_avg:721.04ms
step:25258/40500 train_loss:1.5432 aux_loss:0.0027 train_time:18204868ms step_avg:721.04ms
step:25259/40500 train_loss:1.5440 aux_loss:0.0028 train_time:18205585ms step_avg:721.04ms
step:25260/40500 train_loss:1.5426 aux_loss:0.0027 train_time:18206302ms step_avg:721.04ms
step:25261/40500 train_loss:1.5828 aux_loss:0.0027 train_time:18207020ms step_avg:721.04ms
step:25262/40500 train_loss:1.5518 aux_loss:0.0024 train_time:18207738ms step_avg:721.04ms
step:25263/40500 train_loss:1.6162 aux_loss:0.0026 train_time:18208456ms step_avg:721.04ms
step:25264/40500 train_loss:1.5918 aux_loss:0.0027 train_time:18209173ms step_avg:721.04ms
step:25265/40500 train_loss:1.5640 aux_loss:0.0026 train_time:18209891ms step_avg:721.04ms
step:25266/40500 train_loss:1.6178 aux_loss:0.0026 train_time:18210605ms step_avg:721.04ms
step:25267/40500 train_loss:1.6582 aux_loss:0.0026 train_time:18211322ms step_avg:721.04ms
step:25268/40500 train_loss:1.5630 aux_loss:0.0027 train_time:18212039ms step_avg:721.04ms
step:25269/40500 train_loss:1.5470 aux_loss:0.0025 train_time:18212758ms step_avg:721.04ms
step:25270/40500 train_loss:1.5733 aux_loss:0.0025 train_time:18213476ms step_avg:721.04ms
step:25271/40500 train_loss:1.5843 aux_loss:0.0026 train_time:18214195ms step_avg:721.04ms
step:25272/40500 train_loss:1.6076 aux_loss:0.0028 train_time:18214913ms step_avg:721.04ms
step:25273/40500 train_loss:1.5616 aux_loss:0.0032 train_time:18215634ms step_avg:721.04ms
step:25274/40500 train_loss:1.6381 aux_loss:0.0027 train_time:18216352ms step_avg:721.04ms
step:25275/40500 train_loss:1.6297 aux_loss:0.0028 train_time:18217070ms step_avg:721.04ms
step:25276/40500 train_loss:1.5666 aux_loss:0.0026 train_time:18217788ms step_avg:721.04ms
step:25277/40500 train_loss:1.5410 aux_loss:0.0032 train_time:18218506ms step_avg:721.04ms
step:25278/40500 train_loss:1.5291 aux_loss:0.0029 train_time:18219223ms step_avg:721.04ms
step:25279/40500 train_loss:1.5784 aux_loss:0.0035 train_time:18219941ms step_avg:721.04ms
step:25280/40500 train_loss:1.5146 aux_loss:0.0026 train_time:18220658ms step_avg:721.04ms
step:25281/40500 train_loss:1.5661 aux_loss:0.0027 train_time:18221376ms step_avg:721.04ms
step:25282/40500 train_loss:1.5699 aux_loss:0.0026 train_time:18222094ms step_avg:721.04ms
step:25283/40500 train_loss:1.6071 aux_loss:0.0029 train_time:18222811ms step_avg:721.04ms
step:25284/40500 train_loss:1.5691 aux_loss:0.0027 train_time:18223528ms step_avg:721.04ms
step:25285/40500 train_loss:1.5798 aux_loss:0.0028 train_time:18224247ms step_avg:721.04ms
step:25286/40500 train_loss:1.5516 aux_loss:0.0025 train_time:18224965ms step_avg:721.04ms
step:25287/40500 train_loss:1.5501 aux_loss:0.0025 train_time:18225681ms step_avg:721.04ms
step:25288/40500 train_loss:1.5325 aux_loss:0.0025 train_time:18226400ms step_avg:721.04ms
step:25289/40500 train_loss:1.5672 aux_loss:0.0025 train_time:18227117ms step_avg:721.04ms
step:25290/40500 train_loss:1.6310 aux_loss:0.0025 train_time:18227836ms step_avg:721.04ms
step:25291/40500 train_loss:1.6239 aux_loss:0.0025 train_time:18228555ms step_avg:721.04ms
step:25292/40500 train_loss:1.5940 aux_loss:0.0025 train_time:18229273ms step_avg:721.04ms
step:25293/40500 train_loss:1.6107 aux_loss:0.0027 train_time:18229990ms step_avg:721.04ms
step:25294/40500 train_loss:1.6169 aux_loss:0.0027 train_time:18230709ms step_avg:721.04ms
step:25295/40500 train_loss:1.6058 aux_loss:0.0027 train_time:18231426ms step_avg:721.04ms
step:25296/40500 train_loss:1.6216 aux_loss:0.0026 train_time:18232143ms step_avg:721.04ms
step:25297/40500 train_loss:1.5804 aux_loss:0.0027 train_time:18232861ms step_avg:721.04ms
step:25298/40500 train_loss:1.5619 aux_loss:0.0035 train_time:18233579ms step_avg:721.04ms
step:25299/40500 train_loss:1.6079 aux_loss:0.0026 train_time:18234296ms step_avg:721.04ms
step:25300/40500 train_loss:1.5068 aux_loss:0.0027 train_time:18235015ms step_avg:721.04ms
step:25301/40500 train_loss:1.5685 aux_loss:0.0026 train_time:18235732ms step_avg:721.04ms
step:25302/40500 train_loss:1.6347 aux_loss:0.0025 train_time:18236449ms step_avg:721.04ms
step:25303/40500 train_loss:1.5798 aux_loss:0.0029 train_time:18237168ms step_avg:721.04ms
step:25304/40500 train_loss:1.5995 aux_loss:0.0027 train_time:18237887ms step_avg:721.04ms
step:25305/40500 train_loss:1.5863 aux_loss:0.0027 train_time:18238602ms step_avg:721.04ms
step:25306/40500 train_loss:1.5556 aux_loss:0.0030 train_time:18239320ms step_avg:721.04ms
step:25307/40500 train_loss:1.5750 aux_loss:0.0028 train_time:18240038ms step_avg:721.04ms
step:25308/40500 train_loss:1.5759 aux_loss:0.0025 train_time:18240755ms step_avg:721.04ms
step:25309/40500 train_loss:1.6264 aux_loss:0.0025 train_time:18241472ms step_avg:721.04ms
step:25310/40500 train_loss:1.5704 aux_loss:0.0028 train_time:18242189ms step_avg:721.04ms
step:25311/40500 train_loss:1.5909 aux_loss:0.0026 train_time:18242906ms step_avg:721.03ms
step:25312/40500 train_loss:1.6383 aux_loss:0.0028 train_time:18243625ms step_avg:721.03ms
step:25313/40500 train_loss:1.5352 aux_loss:0.0026 train_time:18244344ms step_avg:721.03ms
step:25314/40500 train_loss:1.5838 aux_loss:0.0028 train_time:18245058ms step_avg:721.03ms
step:25315/40500 train_loss:1.5987 aux_loss:0.0026 train_time:18245776ms step_avg:721.03ms
step:25316/40500 train_loss:1.5987 aux_loss:0.0027 train_time:18246494ms step_avg:721.03ms
step:25317/40500 train_loss:1.5416 aux_loss:0.0024 train_time:18247211ms step_avg:721.03ms
step:25318/40500 train_loss:1.5710 aux_loss:0.0024 train_time:18247928ms step_avg:721.03ms
step:25319/40500 train_loss:1.6242 aux_loss:0.0024 train_time:18248646ms step_avg:721.03ms
step:25320/40500 train_loss:1.5708 aux_loss:0.0027 train_time:18249364ms step_avg:721.03ms
step:25321/40500 train_loss:1.5829 aux_loss:0.0026 train_time:18250083ms step_avg:721.03ms
step:25322/40500 train_loss:1.5852 aux_loss:0.0025 train_time:18250802ms step_avg:721.03ms
step:25323/40500 train_loss:1.5828 aux_loss:0.0027 train_time:18251519ms step_avg:721.03ms
step:25324/40500 train_loss:1.5952 aux_loss:0.0033 train_time:18252237ms step_avg:721.03ms
step:25325/40500 train_loss:1.5787 aux_loss:0.0027 train_time:18252956ms step_avg:721.03ms
step:25326/40500 train_loss:1.5823 aux_loss:0.0028 train_time:18253673ms step_avg:721.03ms
step:25327/40500 train_loss:1.5554 aux_loss:0.0025 train_time:18254393ms step_avg:721.03ms
step:25328/40500 train_loss:1.5464 aux_loss:0.0028 train_time:18255108ms step_avg:721.03ms
step:25329/40500 train_loss:1.5622 aux_loss:0.0026 train_time:18255828ms step_avg:721.03ms
step:25330/40500 train_loss:1.5408 aux_loss:0.0026 train_time:18256542ms step_avg:721.03ms
step:25331/40500 train_loss:1.5433 aux_loss:0.0033 train_time:18257260ms step_avg:721.03ms
step:25332/40500 train_loss:1.5475 aux_loss:0.0025 train_time:18257977ms step_avg:721.03ms
step:25333/40500 train_loss:1.5691 aux_loss:0.0026 train_time:18258695ms step_avg:721.03ms
step:25334/40500 train_loss:1.6285 aux_loss:0.0027 train_time:18259412ms step_avg:721.03ms
step:25335/40500 train_loss:1.5827 aux_loss:0.0030 train_time:18260129ms step_avg:721.03ms
step:25336/40500 train_loss:1.5818 aux_loss:0.0026 train_time:18260844ms step_avg:721.03ms
step:25337/40500 train_loss:1.5182 aux_loss:0.0025 train_time:18261563ms step_avg:721.03ms
step:25338/40500 train_loss:1.5095 aux_loss:0.0025 train_time:18262279ms step_avg:721.03ms
step:25339/40500 train_loss:1.5469 aux_loss:0.0023 train_time:18262998ms step_avg:721.03ms
step:25340/40500 train_loss:1.5670 aux_loss:0.0025 train_time:18263716ms step_avg:721.03ms
step:25341/40500 train_loss:1.5786 aux_loss:0.0027 train_time:18264434ms step_avg:721.03ms
step:25342/40500 train_loss:1.5862 aux_loss:0.0025 train_time:18265151ms step_avg:721.03ms
step:25343/40500 train_loss:1.5246 aux_loss:0.0029 train_time:18265870ms step_avg:721.03ms
step:25344/40500 train_loss:1.5730 aux_loss:0.0028 train_time:18266586ms step_avg:721.03ms
step:25345/40500 train_loss:1.5801 aux_loss:0.0024 train_time:18267303ms step_avg:721.03ms
step:25346/40500 train_loss:1.6170 aux_loss:0.0025 train_time:18268021ms step_avg:721.03ms
step:25347/40500 train_loss:1.6221 aux_loss:0.0027 train_time:18268740ms step_avg:721.03ms
step:25348/40500 train_loss:1.6197 aux_loss:0.0033 train_time:18269458ms step_avg:721.03ms
step:25349/40500 train_loss:1.5885 aux_loss:0.0027 train_time:18270176ms step_avg:721.03ms
step:25350/40500 train_loss:1.5836 aux_loss:0.0030 train_time:18270893ms step_avg:721.03ms
step:25351/40500 train_loss:1.5252 aux_loss:0.0026 train_time:18271610ms step_avg:721.03ms
step:25352/40500 train_loss:1.6369 aux_loss:0.0025 train_time:18272331ms step_avg:721.03ms
step:25353/40500 train_loss:1.6112 aux_loss:0.0025 train_time:18273047ms step_avg:721.03ms
step:25354/40500 train_loss:1.5714 aux_loss:0.0026 train_time:18273763ms step_avg:721.03ms
step:25355/40500 train_loss:1.5691 aux_loss:0.0024 train_time:18274481ms step_avg:721.03ms
step:25356/40500 train_loss:1.5862 aux_loss:0.0026 train_time:18275200ms step_avg:721.03ms
step:25357/40500 train_loss:1.5346 aux_loss:0.0024 train_time:18275919ms step_avg:721.03ms
step:25358/40500 train_loss:1.5745 aux_loss:0.0027 train_time:18276636ms step_avg:721.03ms
step:25359/40500 train_loss:1.5875 aux_loss:0.0026 train_time:18277354ms step_avg:721.03ms
step:25360/40500 train_loss:1.5703 aux_loss:0.0024 train_time:18278073ms step_avg:721.03ms
step:25361/40500 train_loss:1.5857 aux_loss:0.0025 train_time:18278792ms step_avg:721.03ms
step:25362/40500 train_loss:1.5484 aux_loss:0.0025 train_time:18279511ms step_avg:721.03ms
step:25363/40500 train_loss:1.5853 aux_loss:0.0026 train_time:18280229ms step_avg:721.03ms
step:25364/40500 train_loss:1.5132 aux_loss:0.0027 train_time:18280948ms step_avg:721.03ms
step:25365/40500 train_loss:1.5594 aux_loss:0.0024 train_time:18281665ms step_avg:721.03ms
step:25366/40500 train_loss:1.5948 aux_loss:0.0025 train_time:18282384ms step_avg:721.03ms
step:25367/40500 train_loss:1.5470 aux_loss:0.0026 train_time:18283100ms step_avg:721.03ms
step:25368/40500 train_loss:1.5875 aux_loss:0.0029 train_time:18283817ms step_avg:721.03ms
step:25369/40500 train_loss:1.5652 aux_loss:0.0025 train_time:18284534ms step_avg:721.03ms
step:25370/40500 train_loss:1.5816 aux_loss:0.0025 train_time:18285253ms step_avg:721.03ms
step:25371/40500 train_loss:1.5694 aux_loss:0.0025 train_time:18285971ms step_avg:721.03ms
step:25372/40500 train_loss:1.5703 aux_loss:0.0025 train_time:18286690ms step_avg:721.03ms
step:25373/40500 train_loss:1.5794 aux_loss:0.0024 train_time:18287407ms step_avg:721.03ms
step:25374/40500 train_loss:1.6007 aux_loss:0.0028 train_time:18288126ms step_avg:721.03ms
step:25375/40500 train_loss:1.5719 aux_loss:0.0025 train_time:18288843ms step_avg:721.03ms
step:25376/40500 train_loss:1.5329 aux_loss:0.0026 train_time:18289561ms step_avg:721.03ms
step:25377/40500 train_loss:1.6154 aux_loss:0.0027 train_time:18290278ms step_avg:721.03ms
step:25378/40500 train_loss:1.5739 aux_loss:0.0027 train_time:18290996ms step_avg:721.03ms
step:25379/40500 train_loss:1.5273 aux_loss:0.0026 train_time:18291715ms step_avg:721.03ms
step:25380/40500 train_loss:1.6021 aux_loss:0.0028 train_time:18292434ms step_avg:721.03ms
step:25381/40500 train_loss:1.5822 aux_loss:0.0027 train_time:18293152ms step_avg:721.03ms
step:25382/40500 train_loss:1.5566 aux_loss:0.0025 train_time:18293871ms step_avg:721.03ms
step:25383/40500 train_loss:1.6753 aux_loss:0.0027 train_time:18294589ms step_avg:721.03ms
step:25384/40500 train_loss:1.6113 aux_loss:0.0025 train_time:18295306ms step_avg:721.03ms
step:25385/40500 train_loss:1.5906 aux_loss:0.0027 train_time:18296024ms step_avg:721.03ms
step:25386/40500 train_loss:1.6012 aux_loss:0.0030 train_time:18296739ms step_avg:721.03ms
step:25387/40500 train_loss:1.6243 aux_loss:0.0025 train_time:18297457ms step_avg:721.03ms
step:25388/40500 train_loss:1.5110 aux_loss:0.0023 train_time:18298175ms step_avg:721.03ms
step:25389/40500 train_loss:1.6325 aux_loss:0.0024 train_time:18298893ms step_avg:721.03ms
step:25390/40500 train_loss:1.5579 aux_loss:0.0025 train_time:18299612ms step_avg:721.02ms
step:25391/40500 train_loss:1.5893 aux_loss:0.0027 train_time:18300331ms step_avg:721.02ms
step:25392/40500 train_loss:1.6038 aux_loss:0.0043 train_time:18301048ms step_avg:721.02ms
step:25393/40500 train_loss:1.5027 aux_loss:0.0027 train_time:18301766ms step_avg:721.02ms
step:25394/40500 train_loss:1.5594 aux_loss:0.0028 train_time:18302483ms step_avg:721.02ms
step:25395/40500 train_loss:1.5808 aux_loss:0.0027 train_time:18303201ms step_avg:721.02ms
step:25396/40500 train_loss:1.5527 aux_loss:0.0031 train_time:18303919ms step_avg:721.02ms
step:25397/40500 train_loss:1.5732 aux_loss:0.0027 train_time:18304638ms step_avg:721.02ms
step:25398/40500 train_loss:1.5430 aux_loss:0.0026 train_time:18305355ms step_avg:721.02ms
step:25399/40500 train_loss:1.5827 aux_loss:0.0026 train_time:18306075ms step_avg:721.02ms
step:25400/40500 train_loss:1.5216 aux_loss:0.0028 train_time:18306794ms step_avg:721.02ms
step:25401/40500 train_loss:1.5617 aux_loss:0.0033 train_time:18307513ms step_avg:721.02ms
step:25402/40500 train_loss:1.6023 aux_loss:0.0027 train_time:18308232ms step_avg:721.02ms
step:25403/40500 train_loss:1.5790 aux_loss:0.0030 train_time:18308951ms step_avg:721.02ms
step:25404/40500 train_loss:1.5266 aux_loss:0.0027 train_time:18309670ms step_avg:721.02ms
step:25405/40500 train_loss:1.5750 aux_loss:0.0026 train_time:18310390ms step_avg:721.02ms
step:25406/40500 train_loss:1.5804 aux_loss:0.0029 train_time:18311110ms step_avg:721.02ms
step:25407/40500 train_loss:1.5375 aux_loss:0.0026 train_time:18311829ms step_avg:721.02ms
step:25408/40500 train_loss:1.5612 aux_loss:0.0026 train_time:18312549ms step_avg:721.02ms
step:25409/40500 train_loss:1.5409 aux_loss:0.0025 train_time:18313269ms step_avg:721.02ms
step:25410/40500 train_loss:1.6210 aux_loss:0.0026 train_time:18313989ms step_avg:721.02ms
step:25411/40500 train_loss:1.5886 aux_loss:0.0026 train_time:18314708ms step_avg:721.02ms
step:25412/40500 train_loss:1.6088 aux_loss:0.0024 train_time:18315428ms step_avg:721.02ms
step:25413/40500 train_loss:1.5995 aux_loss:0.0026 train_time:18316148ms step_avg:721.02ms
step:25414/40500 train_loss:1.5527 aux_loss:0.0028 train_time:18316869ms step_avg:721.02ms
step:25415/40500 train_loss:1.5801 aux_loss:0.0025 train_time:18317589ms step_avg:721.02ms
step:25416/40500 train_loss:1.5534 aux_loss:0.0025 train_time:18318308ms step_avg:721.02ms
step:25417/40500 train_loss:1.5710 aux_loss:0.0026 train_time:18319029ms step_avg:721.02ms
step:25418/40500 train_loss:1.5802 aux_loss:0.0028 train_time:18319748ms step_avg:721.02ms
step:25419/40500 train_loss:1.6132 aux_loss:0.0026 train_time:18320467ms step_avg:721.02ms
step:25420/40500 train_loss:1.6309 aux_loss:0.0028 train_time:18321185ms step_avg:721.02ms
step:25421/40500 train_loss:1.5374 aux_loss:0.0027 train_time:18321905ms step_avg:721.02ms
step:25422/40500 train_loss:1.6259 aux_loss:0.0026 train_time:18322625ms step_avg:721.02ms
step:25423/40500 train_loss:1.5474 aux_loss:0.0027 train_time:18323346ms step_avg:721.02ms
step:25424/40500 train_loss:1.5979 aux_loss:0.0031 train_time:18324069ms step_avg:721.02ms
step:25425/40500 train_loss:1.6028 aux_loss:0.0028 train_time:18324787ms step_avg:721.02ms
step:25426/40500 train_loss:1.5863 aux_loss:0.0026 train_time:18325505ms step_avg:721.02ms
step:25427/40500 train_loss:1.5660 aux_loss:0.0024 train_time:18326224ms step_avg:721.02ms
step:25428/40500 train_loss:1.5608 aux_loss:0.0027 train_time:18326944ms step_avg:721.02ms
step:25429/40500 train_loss:1.5387 aux_loss:0.0026 train_time:18327664ms step_avg:721.02ms
step:25430/40500 train_loss:1.5288 aux_loss:0.0027 train_time:18328384ms step_avg:721.02ms
step:25431/40500 train_loss:1.6512 aux_loss:0.0027 train_time:18329106ms step_avg:721.02ms
step:25432/40500 train_loss:1.5661 aux_loss:0.0027 train_time:18329824ms step_avg:721.02ms
step:25433/40500 train_loss:1.6140 aux_loss:0.0024 train_time:18330543ms step_avg:721.02ms
step:25434/40500 train_loss:1.5821 aux_loss:0.0025 train_time:18331259ms step_avg:721.02ms
step:25435/40500 train_loss:1.5836 aux_loss:0.0026 train_time:18331981ms step_avg:721.02ms
step:25436/40500 train_loss:1.6556 aux_loss:0.0026 train_time:18332700ms step_avg:721.02ms
step:25437/40500 train_loss:1.6116 aux_loss:0.0025 train_time:18333419ms step_avg:721.02ms
step:25438/40500 train_loss:1.5836 aux_loss:0.0025 train_time:18334145ms step_avg:721.02ms
step:25439/40500 train_loss:1.5870 aux_loss:0.0025 train_time:18334863ms step_avg:721.02ms
step:25440/40500 train_loss:1.5058 aux_loss:0.0026 train_time:18335581ms step_avg:721.02ms
step:25441/40500 train_loss:1.5545 aux_loss:0.0027 train_time:18336302ms step_avg:721.02ms
step:25442/40500 train_loss:1.5672 aux_loss:0.0029 train_time:18337021ms step_avg:721.02ms
step:25443/40500 train_loss:1.5310 aux_loss:0.0026 train_time:18337739ms step_avg:721.02ms
step:25444/40500 train_loss:1.5741 aux_loss:0.0025 train_time:18338458ms step_avg:721.02ms
step:25445/40500 train_loss:1.5547 aux_loss:0.0026 train_time:18339178ms step_avg:721.02ms
step:25446/40500 train_loss:1.6078 aux_loss:0.0025 train_time:18339897ms step_avg:721.02ms
step:25447/40500 train_loss:1.5656 aux_loss:0.0026 train_time:18340617ms step_avg:721.02ms
step:25448/40500 train_loss:1.5994 aux_loss:0.0025 train_time:18341339ms step_avg:721.02ms
step:25449/40500 train_loss:1.6383 aux_loss:0.0029 train_time:18342058ms step_avg:721.02ms
step:25450/40500 train_loss:1.5455 aux_loss:0.0027 train_time:18342778ms step_avg:721.02ms
step:25451/40500 train_loss:1.5299 aux_loss:0.0026 train_time:18343496ms step_avg:721.02ms
step:25452/40500 train_loss:1.5116 aux_loss:0.0026 train_time:18344219ms step_avg:721.02ms
step:25453/40500 train_loss:1.5808 aux_loss:0.0025 train_time:18344939ms step_avg:721.02ms
step:25454/40500 train_loss:1.5804 aux_loss:0.0025 train_time:18345659ms step_avg:721.02ms
step:25455/40500 train_loss:1.4755 aux_loss:0.0026 train_time:18346377ms step_avg:721.02ms
step:25456/40500 train_loss:1.5518 aux_loss:0.0027 train_time:18347097ms step_avg:721.02ms
step:25457/40500 train_loss:1.5391 aux_loss:0.0028 train_time:18347818ms step_avg:721.02ms
step:25458/40500 train_loss:1.5301 aux_loss:0.0028 train_time:18348538ms step_avg:721.02ms
step:25459/40500 train_loss:1.6213 aux_loss:0.0027 train_time:18349257ms step_avg:721.02ms
step:25460/40500 train_loss:1.5164 aux_loss:0.0030 train_time:18349978ms step_avg:721.02ms
step:25461/40500 train_loss:1.5946 aux_loss:0.0028 train_time:18350697ms step_avg:721.02ms
step:25462/40500 train_loss:1.5879 aux_loss:0.0027 train_time:18351415ms step_avg:721.02ms
step:25463/40500 train_loss:1.5354 aux_loss:0.0026 train_time:18352135ms step_avg:721.02ms
step:25464/40500 train_loss:1.6060 aux_loss:0.0027 train_time:18352855ms step_avg:721.02ms
step:25465/40500 train_loss:1.5540 aux_loss:0.0029 train_time:18353573ms step_avg:721.02ms
step:25466/40500 train_loss:1.5504 aux_loss:0.0026 train_time:18354295ms step_avg:721.02ms
step:25467/40500 train_loss:1.6049 aux_loss:0.0026 train_time:18355016ms step_avg:721.02ms
step:25468/40500 train_loss:1.5389 aux_loss:0.0027 train_time:18355736ms step_avg:721.02ms
step:25469/40500 train_loss:1.5649 aux_loss:0.0024 train_time:18356451ms step_avg:721.02ms
step:25470/40500 train_loss:1.5501 aux_loss:0.0026 train_time:18357172ms step_avg:721.02ms
step:25471/40500 train_loss:1.5499 aux_loss:0.0025 train_time:18357892ms step_avg:721.02ms
step:25472/40500 train_loss:1.5348 aux_loss:0.0026 train_time:18358612ms step_avg:721.02ms
step:25473/40500 train_loss:1.5871 aux_loss:0.0025 train_time:18359330ms step_avg:721.02ms
step:25474/40500 train_loss:1.6029 aux_loss:0.0025 train_time:18360051ms step_avg:721.02ms
step:25475/40500 train_loss:1.5861 aux_loss:0.0026 train_time:18360772ms step_avg:721.02ms
step:25476/40500 train_loss:1.5421 aux_loss:0.0027 train_time:18361490ms step_avg:721.02ms
step:25477/40500 train_loss:1.5960 aux_loss:0.0036 train_time:18362207ms step_avg:721.02ms
step:25478/40500 train_loss:1.5983 aux_loss:0.0026 train_time:18362926ms step_avg:721.02ms
step:25479/40500 train_loss:1.5456 aux_loss:0.0030 train_time:18363648ms step_avg:721.02ms
step:25480/40500 train_loss:1.5430 aux_loss:0.0028 train_time:18364368ms step_avg:721.02ms
step:25481/40500 train_loss:1.5391 aux_loss:0.0024 train_time:18365087ms step_avg:721.02ms
step:25482/40500 train_loss:1.5933 aux_loss:0.0023 train_time:18365805ms step_avg:721.02ms
step:25483/40500 train_loss:1.5710 aux_loss:0.0025 train_time:18366525ms step_avg:721.02ms
step:25484/40500 train_loss:1.5759 aux_loss:0.0025 train_time:18367243ms step_avg:721.02ms
step:25485/40500 train_loss:1.5848 aux_loss:0.0026 train_time:18367962ms step_avg:721.02ms
step:25486/40500 train_loss:1.5693 aux_loss:0.0026 train_time:18368679ms step_avg:721.02ms
step:25487/40500 train_loss:1.5812 aux_loss:0.0027 train_time:18369399ms step_avg:721.02ms
step:25488/40500 train_loss:1.5716 aux_loss:0.0028 train_time:18370117ms step_avg:721.02ms
step:25489/40500 train_loss:1.5719 aux_loss:0.0028 train_time:18370835ms step_avg:721.02ms
step:25490/40500 train_loss:1.5803 aux_loss:0.0027 train_time:18371554ms step_avg:721.02ms
step:25491/40500 train_loss:1.5569 aux_loss:0.0024 train_time:18372272ms step_avg:721.02ms
step:25492/40500 train_loss:1.5405 aux_loss:0.0026 train_time:18372992ms step_avg:721.02ms
step:25493/40500 train_loss:1.5906 aux_loss:0.0026 train_time:18373711ms step_avg:721.02ms
step:25494/40500 train_loss:1.5781 aux_loss:0.0026 train_time:18374430ms step_avg:721.02ms
step:25495/40500 train_loss:1.5911 aux_loss:0.0027 train_time:18375151ms step_avg:721.02ms
step:25496/40500 train_loss:1.6299 aux_loss:0.0028 train_time:18375869ms step_avg:721.02ms
step:25497/40500 train_loss:1.5383 aux_loss:0.0036 train_time:18376587ms step_avg:721.02ms
step:25498/40500 train_loss:1.5596 aux_loss:0.0027 train_time:18377308ms step_avg:721.02ms
step:25499/40500 train_loss:1.6606 aux_loss:0.0027 train_time:18378026ms step_avg:721.02ms
step:25500/40500 train_loss:1.6225 aux_loss:0.0024 train_time:18378744ms step_avg:721.02ms
step:25501/40500 train_loss:1.5290 aux_loss:0.0026 train_time:18379466ms step_avg:721.02ms
step:25502/40500 train_loss:1.4916 aux_loss:0.0027 train_time:18380185ms step_avg:721.02ms
step:25503/40500 train_loss:1.5230 aux_loss:0.0032 train_time:18380905ms step_avg:721.02ms
step:25504/40500 train_loss:1.5385 aux_loss:0.0026 train_time:18381627ms step_avg:721.02ms
step:25505/40500 train_loss:1.5174 aux_loss:0.0030 train_time:18382346ms step_avg:721.02ms
step:25506/40500 train_loss:1.5805 aux_loss:0.0026 train_time:18383063ms step_avg:721.02ms
step:25507/40500 train_loss:1.5976 aux_loss:0.0026 train_time:18383784ms step_avg:721.02ms
step:25508/40500 train_loss:1.5705 aux_loss:0.0029 train_time:18384502ms step_avg:721.02ms
step:25509/40500 train_loss:1.5792 aux_loss:0.0025 train_time:18385220ms step_avg:721.02ms
step:25510/40500 train_loss:1.6014 aux_loss:0.0026 train_time:18385940ms step_avg:721.02ms
step:25511/40500 train_loss:1.6416 aux_loss:0.0027 train_time:18386659ms step_avg:721.02ms
step:25512/40500 train_loss:1.6228 aux_loss:0.0026 train_time:18387377ms step_avg:721.02ms
step:25513/40500 train_loss:1.6147 aux_loss:0.0026 train_time:18388098ms step_avg:721.02ms
step:25514/40500 train_loss:1.5264 aux_loss:0.0026 train_time:18388816ms step_avg:721.02ms
step:25515/40500 train_loss:1.5648 aux_loss:0.0028 train_time:18389533ms step_avg:721.02ms
step:25516/40500 train_loss:1.5742 aux_loss:0.0024 train_time:18390253ms step_avg:721.02ms
step:25517/40500 train_loss:1.5686 aux_loss:0.0024 train_time:18390972ms step_avg:721.02ms
step:25518/40500 train_loss:1.5274 aux_loss:0.0024 train_time:18391690ms step_avg:721.02ms
step:25519/40500 train_loss:1.5840 aux_loss:0.0026 train_time:18392409ms step_avg:721.02ms
step:25520/40500 train_loss:1.5386 aux_loss:0.0025 train_time:18393127ms step_avg:721.02ms
step:25521/40500 train_loss:1.6430 aux_loss:0.0027 train_time:18393847ms step_avg:721.02ms
step:25522/40500 train_loss:1.5935 aux_loss:0.0026 train_time:18394567ms step_avg:721.02ms
step:25523/40500 train_loss:1.5900 aux_loss:0.0027 train_time:18395287ms step_avg:721.02ms
step:25524/40500 train_loss:1.6539 aux_loss:0.0031 train_time:18396007ms step_avg:721.02ms
step:25525/40500 train_loss:1.6307 aux_loss:0.0026 train_time:18396726ms step_avg:721.02ms
step:25526/40500 train_loss:1.5707 aux_loss:0.0024 train_time:18397446ms step_avg:721.02ms
step:25527/40500 train_loss:1.5709 aux_loss:0.0026 train_time:18398167ms step_avg:721.02ms
step:25528/40500 train_loss:1.5581 aux_loss:0.0028 train_time:18398886ms step_avg:721.02ms
step:25529/40500 train_loss:1.5770 aux_loss:0.0026 train_time:18399606ms step_avg:721.02ms
step:25530/40500 train_loss:1.5953 aux_loss:0.0027 train_time:18400325ms step_avg:721.02ms
step:25531/40500 train_loss:1.5728 aux_loss:0.0027 train_time:18401043ms step_avg:721.02ms
step:25532/40500 train_loss:1.5620 aux_loss:0.0025 train_time:18401763ms step_avg:721.02ms
step:25533/40500 train_loss:1.5587 aux_loss:0.0026 train_time:18402483ms step_avg:721.02ms
step:25534/40500 train_loss:1.5599 aux_loss:0.0030 train_time:18403202ms step_avg:721.02ms
step:25535/40500 train_loss:1.6054 aux_loss:0.0028 train_time:18403922ms step_avg:721.02ms
step:25536/40500 train_loss:1.5506 aux_loss:0.0027 train_time:18404642ms step_avg:721.02ms
step:25537/40500 train_loss:1.5976 aux_loss:0.0027 train_time:18405361ms step_avg:721.02ms
step:25538/40500 train_loss:1.6039 aux_loss:0.0026 train_time:18406083ms step_avg:721.02ms
step:25539/40500 train_loss:1.5611 aux_loss:0.0026 train_time:18406802ms step_avg:721.02ms
step:25540/40500 train_loss:1.5933 aux_loss:0.0027 train_time:18407522ms step_avg:721.02ms
step:25541/40500 train_loss:1.5468 aux_loss:0.0026 train_time:18408242ms step_avg:721.02ms
step:25542/40500 train_loss:1.5513 aux_loss:0.0024 train_time:18408961ms step_avg:721.02ms
step:25543/40500 train_loss:1.5806 aux_loss:0.0026 train_time:18409681ms step_avg:721.02ms
step:25544/40500 train_loss:1.5045 aux_loss:0.0027 train_time:18410400ms step_avg:721.02ms
step:25545/40500 train_loss:1.6089 aux_loss:0.0025 train_time:18411120ms step_avg:721.02ms
step:25546/40500 train_loss:1.5849 aux_loss:0.0027 train_time:18411840ms step_avg:721.02ms
step:25547/40500 train_loss:1.5053 aux_loss:0.0025 train_time:18412558ms step_avg:721.01ms
step:25548/40500 train_loss:1.5641 aux_loss:0.0025 train_time:18413281ms step_avg:721.02ms
step:25549/40500 train_loss:1.5824 aux_loss:0.0025 train_time:18413999ms step_avg:721.01ms
step:25550/40500 train_loss:1.5618 aux_loss:0.0027 train_time:18414720ms step_avg:721.01ms
step:25551/40500 train_loss:1.5468 aux_loss:0.0026 train_time:18415441ms step_avg:721.01ms
step:25552/40500 train_loss:1.5937 aux_loss:0.0034 train_time:18416161ms step_avg:721.01ms
step:25553/40500 train_loss:1.6734 aux_loss:0.0028 train_time:18416880ms step_avg:721.01ms
step:25554/40500 train_loss:1.5634 aux_loss:0.0030 train_time:18417600ms step_avg:721.01ms
step:25555/40500 train_loss:1.5657 aux_loss:0.0027 train_time:18418319ms step_avg:721.01ms
step:25556/40500 train_loss:1.5515 aux_loss:0.0027 train_time:18419038ms step_avg:721.01ms
step:25557/40500 train_loss:1.6068 aux_loss:0.0026 train_time:18419757ms step_avg:721.01ms
step:25558/40500 train_loss:1.5366 aux_loss:0.0027 train_time:18420478ms step_avg:721.01ms
step:25559/40500 train_loss:1.5525 aux_loss:0.0029 train_time:18421199ms step_avg:721.01ms
step:25560/40500 train_loss:1.6372 aux_loss:0.0027 train_time:18421917ms step_avg:721.01ms
step:25561/40500 train_loss:1.5800 aux_loss:0.0026 train_time:18422638ms step_avg:721.01ms
step:25562/40500 train_loss:1.6313 aux_loss:0.0028 train_time:18423355ms step_avg:721.01ms
step:25563/40500 train_loss:1.5712 aux_loss:0.0025 train_time:18424074ms step_avg:721.01ms
step:25564/40500 train_loss:1.5646 aux_loss:0.0026 train_time:18424795ms step_avg:721.01ms
step:25565/40500 train_loss:1.6103 aux_loss:0.0027 train_time:18425518ms step_avg:721.01ms
step:25566/40500 train_loss:1.5277 aux_loss:0.0026 train_time:18426238ms step_avg:721.01ms
step:25567/40500 train_loss:1.5733 aux_loss:0.0026 train_time:18426956ms step_avg:721.01ms
step:25568/40500 train_loss:1.6652 aux_loss:0.0028 train_time:18427675ms step_avg:721.01ms
step:25569/40500 train_loss:1.5833 aux_loss:0.0027 train_time:18428393ms step_avg:721.01ms
step:25570/40500 train_loss:1.6041 aux_loss:0.0025 train_time:18429110ms step_avg:721.01ms
step:25571/40500 train_loss:1.5652 aux_loss:0.0025 train_time:18429831ms step_avg:721.01ms
step:25572/40500 train_loss:1.5784 aux_loss:0.0028 train_time:18430548ms step_avg:721.01ms
step:25573/40500 train_loss:1.5998 aux_loss:0.0026 train_time:18431268ms step_avg:721.01ms
step:25574/40500 train_loss:1.5836 aux_loss:0.0024 train_time:18431987ms step_avg:721.01ms
step:25575/40500 train_loss:1.5979 aux_loss:0.0025 train_time:18432707ms step_avg:721.01ms
step:25576/40500 train_loss:1.6178 aux_loss:0.0023 train_time:18433427ms step_avg:721.01ms
step:25577/40500 train_loss:1.5702 aux_loss:0.0024 train_time:18434144ms step_avg:721.01ms
step:25578/40500 train_loss:1.5753 aux_loss:0.0024 train_time:18434861ms step_avg:721.01ms
step:25579/40500 train_loss:1.5958 aux_loss:0.0027 train_time:18435580ms step_avg:721.01ms
step:25580/40500 train_loss:1.6328 aux_loss:0.0026 train_time:18436299ms step_avg:721.01ms
step:25581/40500 train_loss:1.6043 aux_loss:0.0025 train_time:18437017ms step_avg:721.01ms
step:25582/40500 train_loss:1.6090 aux_loss:0.0025 train_time:18437735ms step_avg:721.01ms
step:25583/40500 train_loss:1.5697 aux_loss:0.0027 train_time:18438454ms step_avg:721.01ms
step:25584/40500 train_loss:1.5626 aux_loss:0.0028 train_time:18439172ms step_avg:721.01ms
step:25585/40500 train_loss:1.5834 aux_loss:0.0028 train_time:18439891ms step_avg:721.01ms
step:25586/40500 train_loss:1.5226 aux_loss:0.0027 train_time:18440611ms step_avg:721.01ms
step:25587/40500 train_loss:1.5918 aux_loss:0.0028 train_time:18441330ms step_avg:721.01ms
step:25588/40500 train_loss:1.6121 aux_loss:0.0027 train_time:18442049ms step_avg:721.01ms
step:25589/40500 train_loss:1.6384 aux_loss:0.0026 train_time:18442769ms step_avg:721.01ms
step:25590/40500 train_loss:1.5985 aux_loss:0.0025 train_time:18443489ms step_avg:721.01ms
step:25591/40500 train_loss:1.5458 aux_loss:0.0026 train_time:18444209ms step_avg:721.01ms
step:25592/40500 train_loss:1.5386 aux_loss:0.0026 train_time:18444929ms step_avg:721.01ms
step:25593/40500 train_loss:1.6058 aux_loss:0.0027 train_time:18445649ms step_avg:721.01ms
step:25594/40500 train_loss:1.5897 aux_loss:0.0025 train_time:18446369ms step_avg:721.01ms
step:25595/40500 train_loss:1.5700 aux_loss:0.0026 train_time:18447087ms step_avg:721.01ms
step:25596/40500 train_loss:1.5368 aux_loss:0.0026 train_time:18447807ms step_avg:721.01ms
step:25597/40500 train_loss:1.6155 aux_loss:0.0029 train_time:18448526ms step_avg:721.01ms
step:25598/40500 train_loss:1.5656 aux_loss:0.0026 train_time:18449244ms step_avg:721.01ms
step:25599/40500 train_loss:1.6486 aux_loss:0.0026 train_time:18449963ms step_avg:721.01ms
step:25600/40500 train_loss:1.5909 aux_loss:0.0026 train_time:18450683ms step_avg:721.01ms
step:25601/40500 train_loss:1.6622 aux_loss:0.0025 train_time:18451401ms step_avg:721.01ms
step:25602/40500 train_loss:1.6321 aux_loss:0.0025 train_time:18452121ms step_avg:721.01ms
step:25603/40500 train_loss:1.5786 aux_loss:0.0025 train_time:18452839ms step_avg:721.01ms
step:25604/40500 train_loss:1.5783 aux_loss:0.0024 train_time:18453560ms step_avg:721.01ms
step:25605/40500 train_loss:1.5859 aux_loss:0.0032 train_time:18454277ms step_avg:721.01ms
step:25606/40500 train_loss:1.5714 aux_loss:0.0026 train_time:18454997ms step_avg:721.01ms
step:25607/40500 train_loss:1.6024 aux_loss:0.0027 train_time:18455717ms step_avg:721.01ms
step:25608/40500 train_loss:1.6160 aux_loss:0.0025 train_time:18456436ms step_avg:721.01ms
step:25609/40500 train_loss:1.6067 aux_loss:0.0029 train_time:18457156ms step_avg:721.01ms
step:25610/40500 train_loss:1.5539 aux_loss:0.0026 train_time:18457877ms step_avg:721.01ms
step:25611/40500 train_loss:1.5748 aux_loss:0.0027 train_time:18458596ms step_avg:721.01ms
step:25612/40500 train_loss:1.5818 aux_loss:0.0028 train_time:18459313ms step_avg:721.01ms
step:25613/40500 train_loss:1.6455 aux_loss:0.0028 train_time:18460034ms step_avg:721.01ms
step:25614/40500 train_loss:1.5639 aux_loss:0.0028 train_time:18460752ms step_avg:721.01ms
step:25615/40500 train_loss:1.5867 aux_loss:0.0027 train_time:18461469ms step_avg:721.01ms
step:25616/40500 train_loss:1.6103 aux_loss:0.0029 train_time:18462187ms step_avg:721.01ms
step:25617/40500 train_loss:1.5352 aux_loss:0.0026 train_time:18462907ms step_avg:721.01ms
step:25618/40500 train_loss:1.5624 aux_loss:0.0027 train_time:18463625ms step_avg:721.01ms
step:25619/40500 train_loss:1.5473 aux_loss:0.0028 train_time:18464345ms step_avg:721.01ms
step:25620/40500 train_loss:1.5450 aux_loss:0.0027 train_time:18465064ms step_avg:721.01ms
step:25621/40500 train_loss:1.6474 aux_loss:0.0027 train_time:18465784ms step_avg:721.01ms
step:25622/40500 train_loss:1.5288 aux_loss:0.0028 train_time:18466503ms step_avg:721.01ms
step:25623/40500 train_loss:1.5709 aux_loss:0.0026 train_time:18467221ms step_avg:721.01ms
step:25624/40500 train_loss:1.5863 aux_loss:0.0027 train_time:18467939ms step_avg:721.01ms
step:25625/40500 train_loss:1.5832 aux_loss:0.0027 train_time:18468657ms step_avg:721.01ms
step:25626/40500 train_loss:1.5316 aux_loss:0.0026 train_time:18469377ms step_avg:721.01ms
step:25627/40500 train_loss:1.5445 aux_loss:0.0025 train_time:18470097ms step_avg:721.01ms
step:25628/40500 train_loss:1.5811 aux_loss:0.0028 train_time:18470816ms step_avg:721.01ms
step:25629/40500 train_loss:1.5442 aux_loss:0.0027 train_time:18471534ms step_avg:721.01ms
step:25630/40500 train_loss:1.5623 aux_loss:0.0027 train_time:18472252ms step_avg:721.01ms
step:25631/40500 train_loss:1.5921 aux_loss:0.0029 train_time:18472973ms step_avg:721.01ms
step:25632/40500 train_loss:1.5504 aux_loss:0.0027 train_time:18473689ms step_avg:721.01ms
step:25633/40500 train_loss:1.5785 aux_loss:0.0027 train_time:18474405ms step_avg:721.01ms
step:25634/40500 train_loss:1.5781 aux_loss:0.0026 train_time:18475125ms step_avg:721.01ms
step:25635/40500 train_loss:1.5777 aux_loss:0.0027 train_time:18475843ms step_avg:721.01ms
step:25636/40500 train_loss:1.5718 aux_loss:0.0030 train_time:18476561ms step_avg:721.01ms
step:25637/40500 train_loss:1.5506 aux_loss:0.0025 train_time:18477282ms step_avg:721.01ms
step:25638/40500 train_loss:1.5126 aux_loss:0.0026 train_time:18478001ms step_avg:721.01ms
step:25639/40500 train_loss:1.5296 aux_loss:0.0026 train_time:18478720ms step_avg:721.01ms
step:25640/40500 train_loss:1.6089 aux_loss:0.0026 train_time:18479441ms step_avg:721.01ms
step:25641/40500 train_loss:1.5503 aux_loss:0.0025 train_time:18480161ms step_avg:721.01ms
step:25642/40500 train_loss:1.5613 aux_loss:0.0026 train_time:18480880ms step_avg:721.01ms
step:25643/40500 train_loss:1.5858 aux_loss:0.0030 train_time:18481600ms step_avg:721.01ms
step:25644/40500 train_loss:1.5820 aux_loss:0.0026 train_time:18482321ms step_avg:721.01ms
step:25645/40500 train_loss:1.6036 aux_loss:0.0027 train_time:18483042ms step_avg:721.01ms
step:25646/40500 train_loss:1.5939 aux_loss:0.0028 train_time:18483761ms step_avg:721.01ms
step:25647/40500 train_loss:1.5521 aux_loss:0.0025 train_time:18484479ms step_avg:721.01ms
step:25648/40500 train_loss:1.5967 aux_loss:0.0028 train_time:18485201ms step_avg:721.01ms
step:25649/40500 train_loss:1.5712 aux_loss:0.0025 train_time:18485920ms step_avg:721.01ms
step:25650/40500 train_loss:1.5080 aux_loss:0.0025 train_time:18486638ms step_avg:721.01ms
step:25651/40500 train_loss:1.5903 aux_loss:0.0029 train_time:18487358ms step_avg:721.01ms
step:25652/40500 train_loss:1.5620 aux_loss:0.0031 train_time:18488078ms step_avg:721.01ms
step:25653/40500 train_loss:1.5522 aux_loss:0.0025 train_time:18488797ms step_avg:721.01ms
step:25654/40500 train_loss:1.5549 aux_loss:0.0026 train_time:18489518ms step_avg:721.01ms
step:25655/40500 train_loss:1.5988 aux_loss:0.0027 train_time:18490240ms step_avg:721.01ms
step:25656/40500 train_loss:1.6027 aux_loss:0.0032 train_time:18490957ms step_avg:721.01ms
step:25657/40500 train_loss:1.5889 aux_loss:0.0027 train_time:18491676ms step_avg:721.01ms
step:25658/40500 train_loss:1.5776 aux_loss:0.0025 train_time:18492396ms step_avg:721.01ms
step:25659/40500 train_loss:1.5742 aux_loss:0.0027 train_time:18493115ms step_avg:721.01ms
step:25660/40500 train_loss:1.5925 aux_loss:0.0025 train_time:18493835ms step_avg:721.01ms
step:25661/40500 train_loss:1.4961 aux_loss:0.0034 train_time:18494553ms step_avg:721.01ms
step:25662/40500 train_loss:1.6499 aux_loss:0.0031 train_time:18495272ms step_avg:721.01ms
step:25663/40500 train_loss:1.5771 aux_loss:0.0026 train_time:18495991ms step_avg:721.01ms
step:25664/40500 train_loss:1.5897 aux_loss:0.0025 train_time:18496711ms step_avg:721.01ms
step:25665/40500 train_loss:1.5278 aux_loss:0.0024 train_time:18497429ms step_avg:721.01ms
step:25666/40500 train_loss:1.5559 aux_loss:0.0028 train_time:18498150ms step_avg:721.01ms
step:25667/40500 train_loss:1.5499 aux_loss:0.0026 train_time:18498869ms step_avg:721.01ms
step:25668/40500 train_loss:1.5993 aux_loss:0.0026 train_time:18499586ms step_avg:721.01ms
step:25669/40500 train_loss:1.5658 aux_loss:0.0025 train_time:18500307ms step_avg:721.01ms
step:25670/40500 train_loss:1.5866 aux_loss:0.0026 train_time:18501024ms step_avg:721.01ms
step:25671/40500 train_loss:1.5706 aux_loss:0.0027 train_time:18501741ms step_avg:721.01ms
step:25672/40500 train_loss:1.6205 aux_loss:0.0026 train_time:18502462ms step_avg:721.01ms
step:25673/40500 train_loss:1.5854 aux_loss:0.0026 train_time:18503180ms step_avg:721.01ms
step:25674/40500 train_loss:1.5873 aux_loss:0.0033 train_time:18503898ms step_avg:721.01ms
step:25675/40500 train_loss:1.5731 aux_loss:0.0028 train_time:18504617ms step_avg:721.01ms
step:25676/40500 train_loss:1.5733 aux_loss:0.0027 train_time:18505335ms step_avg:721.01ms
step:25677/40500 train_loss:1.5923 aux_loss:0.0025 train_time:18506055ms step_avg:721.01ms
step:25678/40500 train_loss:1.6027 aux_loss:0.0026 train_time:18506774ms step_avg:721.01ms
step:25679/40500 train_loss:1.5193 aux_loss:0.0023 train_time:18507493ms step_avg:721.01ms
step:25680/40500 train_loss:1.6111 aux_loss:0.0025 train_time:18508212ms step_avg:721.01ms
step:25681/40500 train_loss:1.5902 aux_loss:0.0026 train_time:18508932ms step_avg:721.01ms
step:25682/40500 train_loss:1.6071 aux_loss:0.0025 train_time:18509654ms step_avg:721.01ms
step:25683/40500 train_loss:1.5562 aux_loss:0.0025 train_time:18510372ms step_avg:721.01ms
step:25684/40500 train_loss:1.5786 aux_loss:0.0027 train_time:18511092ms step_avg:721.01ms
step:25685/40500 train_loss:1.5631 aux_loss:0.0026 train_time:18511811ms step_avg:721.01ms
step:25686/40500 train_loss:1.5723 aux_loss:0.0028 train_time:18512531ms step_avg:721.01ms
step:25687/40500 train_loss:1.5522 aux_loss:0.0028 train_time:18513251ms step_avg:721.01ms
step:25688/40500 train_loss:1.6162 aux_loss:0.0028 train_time:18513970ms step_avg:721.01ms
step:25689/40500 train_loss:1.5849 aux_loss:0.0026 train_time:18514691ms step_avg:721.01ms
step:25690/40500 train_loss:1.5958 aux_loss:0.0028 train_time:18515411ms step_avg:721.01ms
step:25691/40500 train_loss:1.5760 aux_loss:0.0025 train_time:18516131ms step_avg:721.01ms
step:25692/40500 train_loss:1.6013 aux_loss:0.0027 train_time:18516852ms step_avg:721.01ms
step:25693/40500 train_loss:1.4850 aux_loss:0.0028 train_time:18517572ms step_avg:721.01ms
step:25694/40500 train_loss:1.5735 aux_loss:0.0028 train_time:18518290ms step_avg:721.00ms
step:25695/40500 train_loss:1.5924 aux_loss:0.0026 train_time:18519010ms step_avg:721.00ms
step:25696/40500 train_loss:1.6107 aux_loss:0.0031 train_time:18519731ms step_avg:721.00ms
step:25697/40500 train_loss:1.5824 aux_loss:0.0028 train_time:18520449ms step_avg:721.00ms
step:25698/40500 train_loss:1.5606 aux_loss:0.0026 train_time:18521170ms step_avg:721.00ms
step:25699/40500 train_loss:1.5866 aux_loss:0.0025 train_time:18521890ms step_avg:721.00ms
step:25700/40500 train_loss:1.6747 aux_loss:0.0025 train_time:18522610ms step_avg:721.00ms
step:25701/40500 train_loss:1.5211 aux_loss:0.0025 train_time:18523329ms step_avg:721.00ms
step:25702/40500 train_loss:1.5876 aux_loss:0.0026 train_time:18524049ms step_avg:721.00ms
step:25703/40500 train_loss:1.5912 aux_loss:0.0026 train_time:18524768ms step_avg:721.00ms
step:25704/40500 train_loss:1.5566 aux_loss:0.0028 train_time:18525489ms step_avg:721.00ms
step:25705/40500 train_loss:1.5481 aux_loss:0.0027 train_time:18526209ms step_avg:721.00ms
step:25706/40500 train_loss:1.6265 aux_loss:0.0026 train_time:18526927ms step_avg:721.00ms
step:25707/40500 train_loss:1.5752 aux_loss:0.0025 train_time:18527646ms step_avg:721.00ms
step:25708/40500 train_loss:1.5761 aux_loss:0.0025 train_time:18528366ms step_avg:721.00ms
step:25709/40500 train_loss:1.5630 aux_loss:0.0025 train_time:18529086ms step_avg:721.00ms
step:25710/40500 train_loss:1.6044 aux_loss:0.0025 train_time:18529805ms step_avg:721.00ms
step:25711/40500 train_loss:1.5914 aux_loss:0.0024 train_time:18530526ms step_avg:721.00ms
step:25712/40500 train_loss:1.5748 aux_loss:0.0026 train_time:18531245ms step_avg:721.00ms
step:25713/40500 train_loss:1.6466 aux_loss:0.0025 train_time:18531962ms step_avg:721.00ms
step:25714/40500 train_loss:1.5808 aux_loss:0.0025 train_time:18532682ms step_avg:721.00ms
step:25715/40500 train_loss:1.5520 aux_loss:0.0029 train_time:18533403ms step_avg:721.00ms
step:25716/40500 train_loss:1.6065 aux_loss:0.0045 train_time:18534124ms step_avg:721.00ms
step:25717/40500 train_loss:1.5776 aux_loss:0.0026 train_time:18534844ms step_avg:721.00ms
step:25718/40500 train_loss:1.5956 aux_loss:0.0024 train_time:18535563ms step_avg:721.00ms
step:25719/40500 train_loss:1.5125 aux_loss:0.0025 train_time:18536279ms step_avg:721.00ms
step:25720/40500 train_loss:1.5514 aux_loss:0.0024 train_time:18536999ms step_avg:721.00ms
step:25721/40500 train_loss:1.5654 aux_loss:0.0026 train_time:18537720ms step_avg:721.00ms
step:25722/40500 train_loss:1.5055 aux_loss:0.0028 train_time:18538437ms step_avg:721.00ms
step:25723/40500 train_loss:1.5763 aux_loss:0.0025 train_time:18539156ms step_avg:721.00ms
step:25724/40500 train_loss:1.5283 aux_loss:0.0025 train_time:18539874ms step_avg:721.00ms
step:25725/40500 train_loss:1.5981 aux_loss:0.0027 train_time:18540591ms step_avg:721.00ms
step:25726/40500 train_loss:1.5873 aux_loss:0.0026 train_time:18541311ms step_avg:721.00ms
step:25727/40500 train_loss:1.5469 aux_loss:0.0028 train_time:18542027ms step_avg:721.00ms
step:25728/40500 train_loss:1.5890 aux_loss:0.0027 train_time:18542743ms step_avg:721.00ms
step:25729/40500 train_loss:1.5716 aux_loss:0.0027 train_time:18543463ms step_avg:721.00ms
step:25730/40500 train_loss:1.5492 aux_loss:0.0026 train_time:18544182ms step_avg:721.00ms
step:25731/40500 train_loss:1.6403 aux_loss:0.0027 train_time:18544902ms step_avg:721.00ms
step:25732/40500 train_loss:1.5752 aux_loss:0.0027 train_time:18545622ms step_avg:721.00ms
step:25733/40500 train_loss:1.6068 aux_loss:0.0025 train_time:18546341ms step_avg:721.00ms
step:25734/40500 train_loss:1.6142 aux_loss:0.0026 train_time:18547061ms step_avg:721.00ms
step:25735/40500 train_loss:1.5775 aux_loss:0.0028 train_time:18547776ms step_avg:721.00ms
step:25736/40500 train_loss:1.6048 aux_loss:0.0027 train_time:18548496ms step_avg:721.00ms
step:25737/40500 train_loss:1.5487 aux_loss:0.0027 train_time:18549216ms step_avg:721.00ms
step:25738/40500 train_loss:1.5340 aux_loss:0.0027 train_time:18549933ms step_avg:721.00ms
step:25739/40500 train_loss:1.5100 aux_loss:0.0028 train_time:18550654ms step_avg:721.00ms
step:25740/40500 train_loss:1.5085 aux_loss:0.0026 train_time:18551371ms step_avg:721.00ms
step:25741/40500 train_loss:1.5148 aux_loss:0.0028 train_time:18552092ms step_avg:721.00ms
step:25742/40500 train_loss:1.5767 aux_loss:0.0026 train_time:18552809ms step_avg:721.00ms
step:25743/40500 train_loss:1.6318 aux_loss:0.0026 train_time:18553529ms step_avg:721.00ms
step:25744/40500 train_loss:1.5593 aux_loss:0.0025 train_time:18554248ms step_avg:721.00ms
step:25745/40500 train_loss:1.6247 aux_loss:0.0030 train_time:18554965ms step_avg:721.00ms
step:25746/40500 train_loss:1.5689 aux_loss:0.0026 train_time:18555685ms step_avg:721.00ms
step:25747/40500 train_loss:1.6060 aux_loss:0.0061 train_time:18556403ms step_avg:721.00ms
step:25748/40500 train_loss:1.5325 aux_loss:0.0025 train_time:18557121ms step_avg:721.00ms
step:25749/40500 train_loss:1.5319 aux_loss:0.0025 train_time:18557840ms step_avg:721.00ms
step:25750/40500 train_loss:1.5934 aux_loss:0.0025 train_time:18558559ms step_avg:721.00ms
step:25751/40500 train_loss:1.5483 aux_loss:0.0025 train_time:18559279ms step_avg:721.00ms
step:25752/40500 train_loss:1.6496 aux_loss:0.0028 train_time:18559997ms step_avg:721.00ms
step:25753/40500 train_loss:1.5416 aux_loss:0.0027 train_time:18560717ms step_avg:721.00ms
step:25754/40500 train_loss:1.6140 aux_loss:0.0027 train_time:18561439ms step_avg:721.00ms
step:25755/40500 train_loss:1.5486 aux_loss:0.0027 train_time:18562159ms step_avg:721.00ms
step:25756/40500 train_loss:1.5265 aux_loss:0.0026 train_time:18562878ms step_avg:721.00ms
step:25757/40500 train_loss:1.5616 aux_loss:0.0027 train_time:18563597ms step_avg:721.00ms
step:25758/40500 train_loss:1.5652 aux_loss:0.0026 train_time:18564315ms step_avg:721.00ms
step:25759/40500 train_loss:1.5390 aux_loss:0.0030 train_time:18565036ms step_avg:721.00ms
step:25760/40500 train_loss:1.5675 aux_loss:0.0029 train_time:18565756ms step_avg:721.00ms
step:25761/40500 train_loss:1.5317 aux_loss:0.0026 train_time:18566475ms step_avg:721.00ms
step:25762/40500 train_loss:1.5742 aux_loss:0.0027 train_time:18567194ms step_avg:721.00ms
step:25763/40500 train_loss:1.5645 aux_loss:0.0025 train_time:18567916ms step_avg:721.00ms
step:25764/40500 train_loss:1.5992 aux_loss:0.0026 train_time:18568634ms step_avg:721.00ms
step:25765/40500 train_loss:1.5866 aux_loss:0.0025 train_time:18569356ms step_avg:721.00ms
step:25766/40500 train_loss:1.5517 aux_loss:0.0026 train_time:18570074ms step_avg:721.00ms
step:25767/40500 train_loss:1.5152 aux_loss:0.0025 train_time:18570793ms step_avg:721.00ms
step:25768/40500 train_loss:1.6007 aux_loss:0.0027 train_time:18571513ms step_avg:721.00ms
step:25769/40500 train_loss:1.6216 aux_loss:0.0030 train_time:18572233ms step_avg:721.00ms
step:25770/40500 train_loss:1.5232 aux_loss:0.0025 train_time:18572955ms step_avg:721.00ms
step:25771/40500 train_loss:1.4862 aux_loss:0.0025 train_time:18573672ms step_avg:721.00ms
step:25772/40500 train_loss:1.5520 aux_loss:0.0026 train_time:18574393ms step_avg:721.00ms
step:25773/40500 train_loss:1.5628 aux_loss:0.0025 train_time:18575113ms step_avg:721.00ms
step:25774/40500 train_loss:1.5271 aux_loss:0.0029 train_time:18575833ms step_avg:721.00ms
step:25775/40500 train_loss:1.5396 aux_loss:0.0026 train_time:18576554ms step_avg:721.00ms
step:25776/40500 train_loss:1.6109 aux_loss:0.0030 train_time:18577272ms step_avg:721.00ms
step:25777/40500 train_loss:1.5945 aux_loss:0.0026 train_time:18577991ms step_avg:721.00ms
step:25778/40500 train_loss:1.5439 aux_loss:0.0026 train_time:18578710ms step_avg:721.00ms
step:25779/40500 train_loss:1.5976 aux_loss:0.0025 train_time:18579428ms step_avg:721.00ms
step:25780/40500 train_loss:1.5836 aux_loss:0.0027 train_time:18580147ms step_avg:721.00ms
step:25781/40500 train_loss:1.5934 aux_loss:0.0023 train_time:18580864ms step_avg:721.00ms
step:25782/40500 train_loss:1.5471 aux_loss:0.0024 train_time:18581583ms step_avg:721.00ms
step:25783/40500 train_loss:1.5786 aux_loss:0.0025 train_time:18582303ms step_avg:721.00ms
step:25784/40500 train_loss:1.5550 aux_loss:0.0026 train_time:18583023ms step_avg:721.00ms
step:25785/40500 train_loss:1.6052 aux_loss:0.0031 train_time:18583740ms step_avg:721.00ms
step:25786/40500 train_loss:1.6433 aux_loss:0.0025 train_time:18584461ms step_avg:721.00ms
step:25787/40500 train_loss:1.6079 aux_loss:0.0025 train_time:18585180ms step_avg:721.00ms
step:25788/40500 train_loss:1.5279 aux_loss:0.0024 train_time:18585898ms step_avg:721.00ms
step:25789/40500 train_loss:1.6474 aux_loss:0.0026 train_time:18586619ms step_avg:721.00ms
step:25790/40500 train_loss:1.5539 aux_loss:0.0025 train_time:18587338ms step_avg:721.00ms
step:25791/40500 train_loss:1.5778 aux_loss:0.0024 train_time:18588057ms step_avg:721.00ms
step:25792/40500 train_loss:1.5705 aux_loss:0.0026 train_time:18588774ms step_avg:721.00ms
step:25793/40500 train_loss:1.5437 aux_loss:0.0027 train_time:18589496ms step_avg:721.00ms
step:25794/40500 train_loss:1.5480 aux_loss:0.0027 train_time:18590214ms step_avg:721.00ms
step:25795/40500 train_loss:1.5572 aux_loss:0.0029 train_time:18590932ms step_avg:721.00ms
step:25796/40500 train_loss:1.5545 aux_loss:0.0025 train_time:18591651ms step_avg:721.00ms
step:25797/40500 train_loss:1.5697 aux_loss:0.0025 train_time:18592371ms step_avg:721.00ms
step:25798/40500 train_loss:1.5454 aux_loss:0.0026 train_time:18593092ms step_avg:721.00ms
step:25799/40500 train_loss:1.6263 aux_loss:0.0026 train_time:18593811ms step_avg:721.00ms
step:25800/40500 train_loss:1.6114 aux_loss:0.0025 train_time:18594531ms step_avg:721.00ms
step:25801/40500 train_loss:1.4991 aux_loss:0.0026 train_time:18595249ms step_avg:721.00ms
step:25802/40500 train_loss:1.5325 aux_loss:0.0028 train_time:18595969ms step_avg:721.00ms
step:25803/40500 train_loss:1.5809 aux_loss:0.0025 train_time:18596688ms step_avg:721.00ms
step:25804/40500 train_loss:1.5756 aux_loss:0.0034 train_time:18597407ms step_avg:721.00ms
step:25805/40500 train_loss:1.4800 aux_loss:0.0023 train_time:18598126ms step_avg:721.00ms
step:25806/40500 train_loss:1.5591 aux_loss:0.0027 train_time:18598848ms step_avg:721.00ms
step:25807/40500 train_loss:1.5877 aux_loss:0.0027 train_time:18599568ms step_avg:721.00ms
step:25808/40500 train_loss:1.5774 aux_loss:0.0026 train_time:18600289ms step_avg:721.00ms
step:25809/40500 train_loss:1.6100 aux_loss:0.0027 train_time:18601009ms step_avg:721.00ms
step:25810/40500 train_loss:1.5638 aux_loss:0.0025 train_time:18601730ms step_avg:721.00ms
step:25811/40500 train_loss:1.5970 aux_loss:0.0029 train_time:18602448ms step_avg:721.00ms
step:25812/40500 train_loss:1.5517 aux_loss:0.0028 train_time:18603166ms step_avg:721.00ms
step:25813/40500 train_loss:1.5603 aux_loss:0.0024 train_time:18603886ms step_avg:721.00ms
step:25814/40500 train_loss:1.5689 aux_loss:0.0023 train_time:18604607ms step_avg:721.00ms
step:25815/40500 train_loss:1.5312 aux_loss:0.0023 train_time:18605325ms step_avg:721.00ms
step:25816/40500 train_loss:1.5653 aux_loss:0.0025 train_time:18606045ms step_avg:721.00ms
step:25817/40500 train_loss:1.5741 aux_loss:0.0031 train_time:18606764ms step_avg:721.00ms
step:25818/40500 train_loss:1.5833 aux_loss:0.0030 train_time:18607483ms step_avg:721.00ms
step:25819/40500 train_loss:1.6010 aux_loss:0.0026 train_time:18608203ms step_avg:721.00ms
step:25820/40500 train_loss:1.6037 aux_loss:0.0025 train_time:18608924ms step_avg:721.00ms
step:25821/40500 train_loss:1.5561 aux_loss:0.0024 train_time:18609641ms step_avg:721.00ms
step:25822/40500 train_loss:1.5088 aux_loss:0.0025 train_time:18610360ms step_avg:721.00ms
step:25823/40500 train_loss:1.5832 aux_loss:0.0027 train_time:18611080ms step_avg:721.00ms
step:25824/40500 train_loss:1.5641 aux_loss:0.0024 train_time:18611799ms step_avg:721.00ms
step:25825/40500 train_loss:1.5834 aux_loss:0.0024 train_time:18612518ms step_avg:721.00ms
step:25826/40500 train_loss:1.5415 aux_loss:0.0034 train_time:18613236ms step_avg:721.00ms
step:25827/40500 train_loss:1.5341 aux_loss:0.0026 train_time:18613955ms step_avg:721.00ms
step:25828/40500 train_loss:1.5423 aux_loss:0.0026 train_time:18614675ms step_avg:721.00ms
step:25829/40500 train_loss:1.5519 aux_loss:0.0025 train_time:18615393ms step_avg:721.00ms
step:25830/40500 train_loss:1.5488 aux_loss:0.0025 train_time:18616113ms step_avg:721.00ms
step:25831/40500 train_loss:1.5306 aux_loss:0.0026 train_time:18616832ms step_avg:721.00ms
step:25832/40500 train_loss:1.6353 aux_loss:0.0028 train_time:18617551ms step_avg:721.00ms
step:25833/40500 train_loss:1.5887 aux_loss:0.0025 train_time:18618270ms step_avg:721.00ms
step:25834/40500 train_loss:1.5526 aux_loss:0.0025 train_time:18618990ms step_avg:721.00ms
step:25835/40500 train_loss:1.5567 aux_loss:0.0026 train_time:18619708ms step_avg:721.00ms
step:25836/40500 train_loss:1.5980 aux_loss:0.0025 train_time:18620427ms step_avg:721.00ms
step:25837/40500 train_loss:1.5016 aux_loss:0.0026 train_time:18621146ms step_avg:721.00ms
step:25838/40500 train_loss:1.5697 aux_loss:0.0025 train_time:18621865ms step_avg:721.00ms
step:25839/40500 train_loss:1.5486 aux_loss:0.0030 train_time:18622582ms step_avg:721.00ms
step:25840/40500 train_loss:1.5481 aux_loss:0.0025 train_time:18623301ms step_avg:721.00ms
step:25841/40500 train_loss:1.5698 aux_loss:0.0025 train_time:18624021ms step_avg:720.99ms
step:25842/40500 train_loss:1.5807 aux_loss:0.0024 train_time:18624739ms step_avg:720.99ms
step:25843/40500 train_loss:1.5328 aux_loss:0.0026 train_time:18625456ms step_avg:720.99ms
step:25844/40500 train_loss:1.5635 aux_loss:0.0027 train_time:18626175ms step_avg:720.99ms
step:25845/40500 train_loss:1.5293 aux_loss:0.0028 train_time:18626893ms step_avg:720.99ms
step:25846/40500 train_loss:1.6103 aux_loss:0.0027 train_time:18627611ms step_avg:720.99ms
step:25847/40500 train_loss:1.5312 aux_loss:0.0037 train_time:18628333ms step_avg:720.99ms
step:25848/40500 train_loss:1.5268 aux_loss:0.0025 train_time:18629054ms step_avg:720.99ms
step:25849/40500 train_loss:1.5953 aux_loss:0.0027 train_time:18629772ms step_avg:720.99ms
step:25850/40500 train_loss:1.5644 aux_loss:0.0027 train_time:18630489ms step_avg:720.99ms
step:25851/40500 train_loss:1.5673 aux_loss:0.0026 train_time:18631211ms step_avg:720.99ms
step:25852/40500 train_loss:1.6003 aux_loss:0.0025 train_time:18631930ms step_avg:720.99ms
step:25853/40500 train_loss:1.5854 aux_loss:0.0026 train_time:18632651ms step_avg:720.99ms
step:25854/40500 train_loss:1.6043 aux_loss:0.0025 train_time:18633372ms step_avg:720.99ms
step:25855/40500 train_loss:1.6197 aux_loss:0.0027 train_time:18634091ms step_avg:720.99ms
step:25856/40500 train_loss:1.5448 aux_loss:0.0025 train_time:18634813ms step_avg:720.99ms
step:25857/40500 train_loss:1.6029 aux_loss:0.0026 train_time:18635534ms step_avg:720.99ms
step:25858/40500 train_loss:1.6166 aux_loss:0.0026 train_time:18636253ms step_avg:720.99ms
step:25859/40500 train_loss:1.5987 aux_loss:0.0026 train_time:18636974ms step_avg:720.99ms
step:25860/40500 train_loss:1.5602 aux_loss:0.0026 train_time:18637696ms step_avg:720.99ms
step:25861/40500 train_loss:1.5643 aux_loss:0.0025 train_time:18638417ms step_avg:720.99ms
step:25862/40500 train_loss:1.5760 aux_loss:0.0027 train_time:18639138ms step_avg:720.99ms
step:25863/40500 train_loss:1.5525 aux_loss:0.0031 train_time:18639858ms step_avg:720.99ms
step:25864/40500 train_loss:1.5590 aux_loss:0.0028 train_time:18640577ms step_avg:720.99ms
step:25865/40500 train_loss:1.5315 aux_loss:0.0025 train_time:18641296ms step_avg:720.99ms
step:25866/40500 train_loss:1.5646 aux_loss:0.0028 train_time:18642016ms step_avg:720.99ms
step:25867/40500 train_loss:1.5136 aux_loss:0.0027 train_time:18642736ms step_avg:720.99ms
step:25868/40500 train_loss:1.6088 aux_loss:0.0027 train_time:18643456ms step_avg:720.99ms
step:25869/40500 train_loss:1.5604 aux_loss:0.0028 train_time:18644175ms step_avg:720.99ms
step:25870/40500 train_loss:1.6249 aux_loss:0.0025 train_time:18644896ms step_avg:720.99ms
step:25871/40500 train_loss:1.5464 aux_loss:0.0026 train_time:18645615ms step_avg:720.99ms
step:25872/40500 train_loss:1.5917 aux_loss:0.0025 train_time:18646335ms step_avg:720.99ms
step:25873/40500 train_loss:1.5339 aux_loss:0.0028 train_time:18647054ms step_avg:720.99ms
step:25874/40500 train_loss:1.6065 aux_loss:0.0034 train_time:18647773ms step_avg:720.99ms
step:25875/40500 train_loss:1.5363 aux_loss:0.0026 train_time:18648493ms step_avg:720.99ms
step:25876/40500 train_loss:1.6287 aux_loss:0.0032 train_time:18649211ms step_avg:720.99ms
step:25877/40500 train_loss:1.6223 aux_loss:0.0026 train_time:18649930ms step_avg:720.99ms
step:25878/40500 train_loss:1.5429 aux_loss:0.0025 train_time:18650648ms step_avg:720.99ms
step:25879/40500 train_loss:1.6301 aux_loss:0.0026 train_time:18651368ms step_avg:720.99ms
step:25880/40500 train_loss:1.5736 aux_loss:0.0025 train_time:18652088ms step_avg:720.99ms
step:25881/40500 train_loss:1.6129 aux_loss:0.0033 train_time:18652810ms step_avg:720.99ms
step:25882/40500 train_loss:1.5520 aux_loss:0.0025 train_time:18653528ms step_avg:720.99ms
step:25883/40500 train_loss:1.5944 aux_loss:0.0024 train_time:18654248ms step_avg:720.99ms
step:25884/40500 train_loss:1.5764 aux_loss:0.0026 train_time:18654968ms step_avg:720.99ms
step:25885/40500 train_loss:1.6225 aux_loss:0.0026 train_time:18655689ms step_avg:720.99ms
step:25886/40500 train_loss:1.5776 aux_loss:0.0033 train_time:18656408ms step_avg:720.99ms
step:25887/40500 train_loss:1.5276 aux_loss:0.0027 train_time:18657127ms step_avg:720.99ms
step:25888/40500 train_loss:1.5824 aux_loss:0.0027 train_time:18657849ms step_avg:720.99ms
step:25889/40500 train_loss:1.5442 aux_loss:0.0026 train_time:18658569ms step_avg:720.99ms
step:25890/40500 train_loss:1.5820 aux_loss:0.0026 train_time:18659289ms step_avg:720.99ms
step:25891/40500 train_loss:1.6355 aux_loss:0.0026 train_time:18660009ms step_avg:720.99ms
step:25892/40500 train_loss:1.6065 aux_loss:0.0027 train_time:18660728ms step_avg:720.99ms
step:25893/40500 train_loss:1.6013 aux_loss:0.0030 train_time:18661448ms step_avg:720.99ms
step:25894/40500 train_loss:1.5603 aux_loss:0.0025 train_time:18662168ms step_avg:720.99ms
step:25895/40500 train_loss:1.5614 aux_loss:0.0027 train_time:18662888ms step_avg:720.99ms
step:25896/40500 train_loss:1.6109 aux_loss:0.0025 train_time:18663607ms step_avg:720.99ms
step:25897/40500 train_loss:1.5590 aux_loss:0.0025 train_time:18664328ms step_avg:720.99ms
step:25898/40500 train_loss:1.5522 aux_loss:0.0026 train_time:18665051ms step_avg:720.99ms
step:25899/40500 train_loss:1.6137 aux_loss:0.0026 train_time:18665769ms step_avg:720.99ms
step:25900/40500 train_loss:1.6008 aux_loss:0.0029 train_time:18666490ms step_avg:720.99ms
step:25901/40500 train_loss:1.6134 aux_loss:0.0029 train_time:18667211ms step_avg:720.99ms
step:25902/40500 train_loss:1.5880 aux_loss:0.0025 train_time:18667929ms step_avg:720.99ms
step:25903/40500 train_loss:1.6423 aux_loss:0.0025 train_time:18668649ms step_avg:720.99ms
step:25904/40500 train_loss:1.5297 aux_loss:0.0029 train_time:18669370ms step_avg:720.99ms
step:25905/40500 train_loss:1.6321 aux_loss:0.0027 train_time:18670089ms step_avg:720.99ms
step:25906/40500 train_loss:1.5723 aux_loss:0.0025 train_time:18670810ms step_avg:720.99ms
step:25907/40500 train_loss:1.6455 aux_loss:0.0028 train_time:18671529ms step_avg:720.99ms
step:25908/40500 train_loss:1.5707 aux_loss:0.0026 train_time:18672249ms step_avg:720.99ms
step:25909/40500 train_loss:1.5905 aux_loss:0.0025 train_time:18672969ms step_avg:720.99ms
step:25910/40500 train_loss:1.5588 aux_loss:0.0026 train_time:18673689ms step_avg:720.99ms
step:25911/40500 train_loss:1.5101 aux_loss:0.0027 train_time:18674407ms step_avg:720.99ms
step:25912/40500 train_loss:1.5872 aux_loss:0.0027 train_time:18675126ms step_avg:720.99ms
step:25913/40500 train_loss:1.5911 aux_loss:0.0029 train_time:18675846ms step_avg:720.99ms
step:25914/40500 train_loss:1.5589 aux_loss:0.0030 train_time:18676566ms step_avg:720.99ms
step:25915/40500 train_loss:1.5365 aux_loss:0.0028 train_time:18677287ms step_avg:720.99ms
step:25916/40500 train_loss:1.5640 aux_loss:0.0027 train_time:18678008ms step_avg:720.99ms
step:25917/40500 train_loss:1.6142 aux_loss:0.0025 train_time:18678729ms step_avg:720.99ms
step:25918/40500 train_loss:1.5987 aux_loss:0.0035 train_time:18679452ms step_avg:720.99ms
step:25919/40500 train_loss:1.5859 aux_loss:0.0025 train_time:18680173ms step_avg:720.99ms
step:25920/40500 train_loss:1.5332 aux_loss:0.0025 train_time:18680895ms step_avg:720.99ms
step:25921/40500 train_loss:1.5984 aux_loss:0.0027 train_time:18681618ms step_avg:720.99ms
step:25922/40500 train_loss:1.6602 aux_loss:0.0026 train_time:18682341ms step_avg:720.99ms
step:25923/40500 train_loss:1.5530 aux_loss:0.0025 train_time:18683066ms step_avg:720.99ms
step:25924/40500 train_loss:1.5054 aux_loss:0.0024 train_time:18683786ms step_avg:720.99ms
step:25925/40500 train_loss:1.6589 aux_loss:0.0027 train_time:18684507ms step_avg:720.99ms
step:25926/40500 train_loss:1.5526 aux_loss:0.0028 train_time:18685229ms step_avg:720.99ms
step:25927/40500 train_loss:1.5632 aux_loss:0.0025 train_time:18685951ms step_avg:720.99ms
step:25928/40500 train_loss:1.5857 aux_loss:0.0034 train_time:18686672ms step_avg:720.99ms
step:25929/40500 train_loss:1.6329 aux_loss:0.0025 train_time:18687396ms step_avg:720.99ms
step:25930/40500 train_loss:1.5971 aux_loss:0.0028 train_time:18688121ms step_avg:720.99ms
step:25931/40500 train_loss:1.6424 aux_loss:0.0028 train_time:18688842ms step_avg:720.99ms
step:25932/40500 train_loss:1.6476 aux_loss:0.0027 train_time:18689562ms step_avg:720.99ms
step:25933/40500 train_loss:1.4985 aux_loss:0.0026 train_time:18690285ms step_avg:720.99ms
step:25934/40500 train_loss:1.4943 aux_loss:0.0027 train_time:18691006ms step_avg:720.99ms
step:25935/40500 train_loss:1.5606 aux_loss:0.0026 train_time:18691727ms step_avg:720.99ms
step:25936/40500 train_loss:1.5526 aux_loss:0.0025 train_time:18692446ms step_avg:720.99ms
step:25937/40500 train_loss:1.6289 aux_loss:0.0027 train_time:18693167ms step_avg:720.99ms
step:25938/40500 train_loss:1.6167 aux_loss:0.0027 train_time:18693888ms step_avg:720.99ms
step:25939/40500 train_loss:1.5786 aux_loss:0.0025 train_time:18694606ms step_avg:720.99ms
step:25940/40500 train_loss:1.5634 aux_loss:0.0025 train_time:18695329ms step_avg:720.99ms
step:25941/40500 train_loss:1.5748 aux_loss:0.0028 train_time:18696051ms step_avg:720.99ms
step:25942/40500 train_loss:1.6187 aux_loss:0.0030 train_time:18696773ms step_avg:720.99ms
step:25943/40500 train_loss:1.5753 aux_loss:0.0026 train_time:18697497ms step_avg:720.99ms
step:25944/40500 train_loss:1.6116 aux_loss:0.0027 train_time:18698220ms step_avg:720.99ms
step:25945/40500 train_loss:1.6214 aux_loss:0.0026 train_time:18698941ms step_avg:720.99ms
step:25946/40500 train_loss:1.6227 aux_loss:0.0026 train_time:18699663ms step_avg:720.99ms
step:25947/40500 train_loss:1.5780 aux_loss:0.0026 train_time:18700385ms step_avg:720.99ms
step:25948/40500 train_loss:1.5983 aux_loss:0.0025 train_time:18701107ms step_avg:720.99ms
step:25949/40500 train_loss:1.5709 aux_loss:0.0024 train_time:18701824ms step_avg:720.99ms
step:25950/40500 train_loss:1.5578 aux_loss:0.0027 train_time:18702545ms step_avg:720.99ms
step:25951/40500 train_loss:1.5552 aux_loss:0.0027 train_time:18703266ms step_avg:720.99ms
step:25952/40500 train_loss:1.5784 aux_loss:0.0029 train_time:18703989ms step_avg:720.99ms
step:25953/40500 train_loss:1.5726 aux_loss:0.0026 train_time:18704710ms step_avg:720.99ms
step:25954/40500 train_loss:1.6052 aux_loss:0.0025 train_time:18705435ms step_avg:720.99ms
step:25955/40500 train_loss:1.5529 aux_loss:0.0026 train_time:18706159ms step_avg:720.99ms
step:25956/40500 train_loss:1.5846 aux_loss:0.0028 train_time:18706881ms step_avg:720.99ms
step:25957/40500 train_loss:1.5273 aux_loss:0.0028 train_time:18707601ms step_avg:720.99ms
step:25958/40500 train_loss:1.5836 aux_loss:0.0027 train_time:18708323ms step_avg:720.99ms
step:25959/40500 train_loss:1.6027 aux_loss:0.0026 train_time:18709043ms step_avg:720.99ms
step:25960/40500 train_loss:1.5636 aux_loss:0.0030 train_time:18709765ms step_avg:720.99ms
step:25961/40500 train_loss:1.5948 aux_loss:0.0024 train_time:18710490ms step_avg:720.99ms
step:25962/40500 train_loss:1.5928 aux_loss:0.0027 train_time:18711213ms step_avg:720.99ms
step:25963/40500 train_loss:1.5782 aux_loss:0.0026 train_time:18711936ms step_avg:720.99ms
step:25964/40500 train_loss:1.5665 aux_loss:0.0025 train_time:18712658ms step_avg:720.99ms
step:25965/40500 train_loss:1.5638 aux_loss:0.0024 train_time:18713374ms step_avg:720.99ms
step:25966/40500 train_loss:1.6073 aux_loss:0.0025 train_time:18714097ms step_avg:720.99ms
step:25967/40500 train_loss:1.6114 aux_loss:0.0026 train_time:18714820ms step_avg:720.99ms
step:25968/40500 train_loss:1.5666 aux_loss:0.0034 train_time:18715539ms step_avg:720.99ms
step:25969/40500 train_loss:1.5365 aux_loss:0.0027 train_time:18716260ms step_avg:720.99ms
step:25970/40500 train_loss:1.5621 aux_loss:0.0030 train_time:18716981ms step_avg:720.99ms
step:25971/40500 train_loss:1.5535 aux_loss:0.0027 train_time:18717702ms step_avg:720.99ms
step:25972/40500 train_loss:1.5847 aux_loss:0.0028 train_time:18718424ms step_avg:720.99ms
step:25973/40500 train_loss:1.5664 aux_loss:0.0027 train_time:18719146ms step_avg:720.99ms
step:25974/40500 train_loss:1.5969 aux_loss:0.0028 train_time:18719869ms step_avg:720.99ms
step:25975/40500 train_loss:1.5709 aux_loss:0.0027 train_time:18720592ms step_avg:720.99ms
step:25976/40500 train_loss:1.5723 aux_loss:0.0026 train_time:18721313ms step_avg:720.99ms
step:25977/40500 train_loss:1.5946 aux_loss:0.0026 train_time:18722035ms step_avg:720.99ms
step:25978/40500 train_loss:1.5535 aux_loss:0.0026 train_time:18722755ms step_avg:720.99ms
step:25979/40500 train_loss:1.5696 aux_loss:0.0028 train_time:18723477ms step_avg:720.99ms
step:25980/40500 train_loss:1.5448 aux_loss:0.0026 train_time:18724201ms step_avg:720.99ms
step:25981/40500 train_loss:1.5389 aux_loss:0.0026 train_time:18724922ms step_avg:720.99ms
step:25982/40500 train_loss:1.5392 aux_loss:0.0026 train_time:18725643ms step_avg:720.99ms
step:25983/40500 train_loss:1.5612 aux_loss:0.0025 train_time:18726367ms step_avg:720.99ms
step:25984/40500 train_loss:1.5744 aux_loss:0.0030 train_time:18727093ms step_avg:720.99ms
step:25985/40500 train_loss:1.6012 aux_loss:0.0027 train_time:18727814ms step_avg:720.99ms
step:25986/40500 train_loss:1.6462 aux_loss:0.0037 train_time:18728535ms step_avg:720.99ms
step:25987/40500 train_loss:1.5927 aux_loss:0.0027 train_time:18729254ms step_avg:720.99ms
step:25988/40500 train_loss:1.5554 aux_loss:0.0024 train_time:18729974ms step_avg:720.99ms
step:25989/40500 train_loss:1.5755 aux_loss:0.0026 train_time:18730694ms step_avg:720.99ms
step:25990/40500 train_loss:1.5407 aux_loss:0.0025 train_time:18731416ms step_avg:720.99ms
step:25991/40500 train_loss:1.5850 aux_loss:0.0025 train_time:18732138ms step_avg:720.99ms
step:25992/40500 train_loss:1.5715 aux_loss:0.0027 train_time:18732859ms step_avg:720.99ms
step:25993/40500 train_loss:1.5762 aux_loss:0.0025 train_time:18733583ms step_avg:720.99ms
step:25994/40500 train_loss:1.5788 aux_loss:0.0024 train_time:18734306ms step_avg:720.99ms
step:25995/40500 train_loss:1.5380 aux_loss:0.0027 train_time:18735030ms step_avg:720.99ms
step:25996/40500 train_loss:1.6132 aux_loss:0.0027 train_time:18735750ms step_avg:720.99ms
step:25997/40500 train_loss:1.5542 aux_loss:0.0025 train_time:18736473ms step_avg:720.99ms
step:25998/40500 train_loss:1.5207 aux_loss:0.0027 train_time:18737196ms step_avg:720.99ms
step:25999/40500 train_loss:1.5894 aux_loss:0.0025 train_time:18737919ms step_avg:720.99ms
step:26000/40500 train_loss:1.5540 aux_loss:0.0026 train_time:18738641ms step_avg:720.99ms
step:26000/40500 val_loss:1.5844 val_aux_loss:0.0026 train_time:18738642ms step_avg:720.99ms
step:26001/40500 train_loss:1.5574 aux_loss:0.0025 train_time:18739370ms step_avg:720.99ms
step:26002/40500 train_loss:1.5323 aux_loss:0.0025 train_time:18740091ms step_avg:720.99ms
step:26003/40500 train_loss:1.5831 aux_loss:0.0026 train_time:18740813ms step_avg:720.99ms
step:26004/40500 train_loss:1.6414 aux_loss:0.0025 train_time:18741534ms step_avg:720.99ms
step:26005/40500 train_loss:1.5997 aux_loss:0.0025 train_time:18742253ms step_avg:720.99ms
step:26006/40500 train_loss:1.5756 aux_loss:0.0026 train_time:18742975ms step_avg:720.99ms
step:26007/40500 train_loss:1.5345 aux_loss:0.0026 train_time:18743696ms step_avg:720.99ms
step:26008/40500 train_loss:1.5843 aux_loss:0.0025 train_time:18744418ms step_avg:720.99ms
step:26009/40500 train_loss:1.5787 aux_loss:0.0026 train_time:18745140ms step_avg:720.99ms
step:26010/40500 train_loss:1.5510 aux_loss:0.0024 train_time:18745864ms step_avg:720.99ms
step:26011/40500 train_loss:1.5653 aux_loss:0.0026 train_time:18746587ms step_avg:720.99ms
step:26012/40500 train_loss:1.6126 aux_loss:0.0025 train_time:18747308ms step_avg:720.99ms
step:26013/40500 train_loss:1.5370 aux_loss:0.0026 train_time:18748029ms step_avg:720.99ms
step:26014/40500 train_loss:1.5972 aux_loss:0.0025 train_time:18748751ms step_avg:720.99ms
step:26015/40500 train_loss:1.6148 aux_loss:0.0026 train_time:18749473ms step_avg:720.99ms
step:26016/40500 train_loss:1.5500 aux_loss:0.0025 train_time:18750193ms step_avg:720.99ms
step:26017/40500 train_loss:1.5345 aux_loss:0.0026 train_time:18750916ms step_avg:720.99ms
step:26018/40500 train_loss:1.5634 aux_loss:0.0027 train_time:18751640ms step_avg:721.00ms
step:26019/40500 train_loss:1.6407 aux_loss:0.0029 train_time:18752359ms step_avg:720.99ms
step:26020/40500 train_loss:1.5771 aux_loss:0.0026 train_time:18753081ms step_avg:721.00ms
step:26021/40500 train_loss:1.6051 aux_loss:0.0027 train_time:18753808ms step_avg:721.00ms
step:26022/40500 train_loss:1.5187 aux_loss:0.0027 train_time:18754528ms step_avg:721.00ms
step:26023/40500 train_loss:1.5920 aux_loss:0.0026 train_time:18755248ms step_avg:721.00ms
step:26024/40500 train_loss:1.5602 aux_loss:0.0026 train_time:18755968ms step_avg:721.00ms
step:26025/40500 train_loss:1.5704 aux_loss:0.0026 train_time:18756689ms step_avg:721.00ms
step:26026/40500 train_loss:1.5918 aux_loss:0.0027 train_time:18757411ms step_avg:721.00ms
step:26027/40500 train_loss:1.5173 aux_loss:0.0026 train_time:18758131ms step_avg:721.00ms
step:26028/40500 train_loss:1.5876 aux_loss:0.0027 train_time:18758853ms step_avg:721.00ms
step:26029/40500 train_loss:1.6005 aux_loss:0.0027 train_time:18759576ms step_avg:721.00ms
step:26030/40500 train_loss:1.6002 aux_loss:0.0028 train_time:18760296ms step_avg:721.00ms
step:26031/40500 train_loss:1.5360 aux_loss:0.0025 train_time:18761019ms step_avg:721.00ms
step:26032/40500 train_loss:1.5710 aux_loss:0.0026 train_time:18761741ms step_avg:721.00ms
step:26033/40500 train_loss:1.6390 aux_loss:0.0026 train_time:18762462ms step_avg:721.00ms
step:26034/40500 train_loss:1.6077 aux_loss:0.0026 train_time:18763183ms step_avg:721.00ms
step:26035/40500 train_loss:1.5758 aux_loss:0.0026 train_time:18763905ms step_avg:721.00ms
step:26036/40500 train_loss:1.5070 aux_loss:0.0025 train_time:18764626ms step_avg:721.00ms
step:26037/40500 train_loss:1.6090 aux_loss:0.0027 train_time:18765345ms step_avg:721.00ms
step:26038/40500 train_loss:1.5640 aux_loss:0.0029 train_time:18766065ms step_avg:721.00ms
step:26039/40500 train_loss:1.5759 aux_loss:0.0028 train_time:18766786ms step_avg:721.00ms
step:26040/40500 train_loss:1.5908 aux_loss:0.0025 train_time:18767505ms step_avg:721.00ms
step:26041/40500 train_loss:1.5440 aux_loss:0.0025 train_time:18768229ms step_avg:721.00ms
step:26042/40500 train_loss:1.5607 aux_loss:0.0026 train_time:18768953ms step_avg:721.00ms
step:26043/40500 train_loss:1.5780 aux_loss:0.0025 train_time:18769674ms step_avg:721.00ms
step:26044/40500 train_loss:1.5033 aux_loss:0.0024 train_time:18770402ms step_avg:721.00ms
step:26045/40500 train_loss:1.5440 aux_loss:0.0024 train_time:18771124ms step_avg:721.00ms
step:26046/40500 train_loss:1.6330 aux_loss:0.0024 train_time:18771845ms step_avg:721.00ms
step:26047/40500 train_loss:1.5661 aux_loss:0.0026 train_time:18772566ms step_avg:721.00ms
step:26048/40500 train_loss:1.6158 aux_loss:0.0024 train_time:18773289ms step_avg:721.00ms
step:26049/40500 train_loss:1.6078 aux_loss:0.0025 train_time:18774010ms step_avg:721.00ms
step:26050/40500 train_loss:1.6051 aux_loss:0.0024 train_time:18774734ms step_avg:721.00ms
step:26051/40500 train_loss:1.5832 aux_loss:0.0024 train_time:18775455ms step_avg:721.00ms
step:26052/40500 train_loss:1.5982 aux_loss:0.0025 train_time:18776178ms step_avg:721.00ms
step:26053/40500 train_loss:1.5461 aux_loss:0.0025 train_time:18776899ms step_avg:721.00ms
step:26054/40500 train_loss:1.5741 aux_loss:0.0025 train_time:18777621ms step_avg:721.00ms
step:26055/40500 train_loss:1.5909 aux_loss:0.0025 train_time:18778342ms step_avg:721.00ms
step:26056/40500 train_loss:1.5768 aux_loss:0.0026 train_time:18779063ms step_avg:721.00ms
step:26057/40500 train_loss:1.5836 aux_loss:0.0027 train_time:18779782ms step_avg:721.00ms
step:26058/40500 train_loss:1.5594 aux_loss:0.0026 train_time:18780501ms step_avg:721.00ms
step:26059/40500 train_loss:1.5553 aux_loss:0.0025 train_time:18781221ms step_avg:721.00ms
step:26060/40500 train_loss:1.6168 aux_loss:0.0025 train_time:18781943ms step_avg:721.00ms
step:26061/40500 train_loss:1.6675 aux_loss:0.0026 train_time:18782664ms step_avg:721.00ms
step:26062/40500 train_loss:1.5163 aux_loss:0.0026 train_time:18783385ms step_avg:721.00ms
step:26063/40500 train_loss:1.5418 aux_loss:0.0025 train_time:18784106ms step_avg:721.00ms
step:26064/40500 train_loss:1.5916 aux_loss:0.0026 train_time:18784828ms step_avg:721.00ms
step:26065/40500 train_loss:1.6030 aux_loss:0.0026 train_time:18785549ms step_avg:721.00ms
step:26066/40500 train_loss:1.5309 aux_loss:0.0026 train_time:18786271ms step_avg:721.00ms
step:26067/40500 train_loss:1.6108 aux_loss:0.0026 train_time:18786993ms step_avg:721.00ms
step:26068/40500 train_loss:1.5537 aux_loss:0.0027 train_time:18787717ms step_avg:721.00ms
step:26069/40500 train_loss:1.5717 aux_loss:0.0025 train_time:18788439ms step_avg:721.00ms
step:26070/40500 train_loss:1.5736 aux_loss:0.0026 train_time:18789160ms step_avg:721.00ms
step:26071/40500 train_loss:1.5955 aux_loss:0.0027 train_time:18789878ms step_avg:721.00ms
step:26072/40500 train_loss:1.5618 aux_loss:0.0027 train_time:18790599ms step_avg:721.00ms
step:26073/40500 train_loss:1.5445 aux_loss:0.0029 train_time:18791320ms step_avg:721.00ms
step:26074/40500 train_loss:1.5415 aux_loss:0.0034 train_time:18792041ms step_avg:721.00ms
step:26075/40500 train_loss:1.5452 aux_loss:0.0026 train_time:18792762ms step_avg:721.00ms
step:26076/40500 train_loss:1.6117 aux_loss:0.0026 train_time:18793483ms step_avg:721.00ms
step:26077/40500 train_loss:1.5903 aux_loss:0.0026 train_time:18794205ms step_avg:721.00ms
step:26078/40500 train_loss:1.5930 aux_loss:0.0027 train_time:18794924ms step_avg:721.00ms
step:26079/40500 train_loss:1.6085 aux_loss:0.0029 train_time:18795647ms step_avg:721.00ms
step:26080/40500 train_loss:1.5629 aux_loss:0.0026 train_time:18796371ms step_avg:721.00ms
step:26081/40500 train_loss:1.6394 aux_loss:0.0026 train_time:18797094ms step_avg:721.00ms
step:26082/40500 train_loss:1.5659 aux_loss:0.0026 train_time:18797816ms step_avg:721.00ms
step:26083/40500 train_loss:1.5219 aux_loss:0.0026 train_time:18798536ms step_avg:721.00ms
step:26084/40500 train_loss:1.6669 aux_loss:0.0026 train_time:18799258ms step_avg:721.00ms
step:26085/40500 train_loss:1.6248 aux_loss:0.0025 train_time:18799979ms step_avg:721.00ms
step:26086/40500 train_loss:1.5784 aux_loss:0.0027 train_time:18800701ms step_avg:721.00ms
step:26087/40500 train_loss:1.5523 aux_loss:0.0026 train_time:18801424ms step_avg:721.00ms
step:26088/40500 train_loss:1.5532 aux_loss:0.0026 train_time:18802147ms step_avg:721.00ms
step:26089/40500 train_loss:1.5838 aux_loss:0.0028 train_time:18802869ms step_avg:721.00ms
step:26090/40500 train_loss:1.5925 aux_loss:0.0027 train_time:18803591ms step_avg:721.00ms
step:26091/40500 train_loss:1.5794 aux_loss:0.0026 train_time:18804310ms step_avg:721.00ms
step:26092/40500 train_loss:1.6095 aux_loss:0.0023 train_time:18805031ms step_avg:721.00ms
step:26093/40500 train_loss:1.6052 aux_loss:0.0024 train_time:18805755ms step_avg:721.00ms
step:26094/40500 train_loss:1.5940 aux_loss:0.0024 train_time:18806474ms step_avg:721.00ms
step:26095/40500 train_loss:1.5803 aux_loss:0.0024 train_time:18807195ms step_avg:721.00ms
step:26096/40500 train_loss:1.5814 aux_loss:0.0026 train_time:18807917ms step_avg:721.00ms
step:26097/40500 train_loss:1.5260 aux_loss:0.0026 train_time:18808639ms step_avg:721.00ms
step:26098/40500 train_loss:1.5592 aux_loss:0.0024 train_time:18809361ms step_avg:721.00ms
step:26099/40500 train_loss:1.6127 aux_loss:0.0025 train_time:18810083ms step_avg:721.00ms
step:26100/40500 train_loss:1.5403 aux_loss:0.0025 train_time:18810807ms step_avg:721.00ms
step:26101/40500 train_loss:1.5320 aux_loss:0.0026 train_time:18811529ms step_avg:721.00ms
step:26102/40500 train_loss:1.5328 aux_loss:0.0025 train_time:18812250ms step_avg:721.00ms
step:26103/40500 train_loss:1.5399 aux_loss:0.0025 train_time:18812969ms step_avg:721.00ms
step:26104/40500 train_loss:1.5250 aux_loss:0.0024 train_time:18813691ms step_avg:721.00ms
step:26105/40500 train_loss:1.5476 aux_loss:0.0025 train_time:18814412ms step_avg:721.00ms
step:26106/40500 train_loss:1.5166 aux_loss:0.0026 train_time:18815131ms step_avg:721.00ms
step:26107/40500 train_loss:1.5719 aux_loss:0.0025 train_time:18815853ms step_avg:721.00ms
step:26108/40500 train_loss:1.5980 aux_loss:0.0028 train_time:18816572ms step_avg:721.00ms
step:26109/40500 train_loss:1.5636 aux_loss:0.0025 train_time:18817293ms step_avg:721.00ms
step:26110/40500 train_loss:1.6031 aux_loss:0.0027 train_time:18818014ms step_avg:721.00ms
step:26111/40500 train_loss:1.5642 aux_loss:0.0024 train_time:18818734ms step_avg:721.00ms
step:26112/40500 train_loss:1.6399 aux_loss:0.0025 train_time:18819457ms step_avg:721.00ms
step:26113/40500 train_loss:1.5695 aux_loss:0.0025 train_time:18820181ms step_avg:721.00ms
step:26114/40500 train_loss:1.5688 aux_loss:0.0025 train_time:18820901ms step_avg:721.00ms
step:26115/40500 train_loss:1.5459 aux_loss:0.0027 train_time:18821623ms step_avg:721.00ms
step:26116/40500 train_loss:1.5861 aux_loss:0.0027 train_time:18822350ms step_avg:721.00ms
step:26117/40500 train_loss:1.6171 aux_loss:0.0029 train_time:18823070ms step_avg:721.00ms
step:26118/40500 train_loss:1.5462 aux_loss:0.0026 train_time:18823789ms step_avg:721.00ms
step:26119/40500 train_loss:1.5718 aux_loss:0.0028 train_time:18824509ms step_avg:721.00ms
step:26120/40500 train_loss:1.6027 aux_loss:0.0024 train_time:18825231ms step_avg:721.00ms
step:26121/40500 train_loss:1.5764 aux_loss:0.0026 train_time:18825950ms step_avg:721.00ms
step:26122/40500 train_loss:1.5951 aux_loss:0.0025 train_time:18826674ms step_avg:721.00ms
step:26123/40500 train_loss:1.5342 aux_loss:0.0024 train_time:18827396ms step_avg:721.00ms
step:26124/40500 train_loss:1.5329 aux_loss:0.0026 train_time:18828117ms step_avg:721.00ms
step:26125/40500 train_loss:1.5740 aux_loss:0.0029 train_time:18828841ms step_avg:721.00ms
step:26126/40500 train_loss:1.5474 aux_loss:0.0029 train_time:18829566ms step_avg:721.00ms
step:26127/40500 train_loss:1.5239 aux_loss:0.0025 train_time:18830287ms step_avg:721.00ms
step:26128/40500 train_loss:1.5983 aux_loss:0.0025 train_time:18831008ms step_avg:721.00ms
step:26129/40500 train_loss:1.6561 aux_loss:0.0026 train_time:18831730ms step_avg:721.00ms
step:26130/40500 train_loss:1.5731 aux_loss:0.0027 train_time:18832453ms step_avg:721.00ms
step:26131/40500 train_loss:1.5506 aux_loss:0.0024 train_time:18833174ms step_avg:721.00ms
step:26132/40500 train_loss:1.6060 aux_loss:0.0025 train_time:18833896ms step_avg:721.00ms
step:26133/40500 train_loss:1.5990 aux_loss:0.0026 train_time:18834620ms step_avg:721.00ms
step:26134/40500 train_loss:1.5056 aux_loss:0.0033 train_time:18835344ms step_avg:721.00ms
step:26135/40500 train_loss:1.5798 aux_loss:0.0026 train_time:18836062ms step_avg:721.00ms
step:26136/40500 train_loss:1.5857 aux_loss:0.0028 train_time:18836784ms step_avg:721.00ms
step:26137/40500 train_loss:1.5448 aux_loss:0.0026 train_time:18837505ms step_avg:721.00ms
step:26138/40500 train_loss:1.5524 aux_loss:0.0026 train_time:18838226ms step_avg:721.00ms
step:26139/40500 train_loss:1.5673 aux_loss:0.0027 train_time:18838945ms step_avg:721.00ms
step:26140/40500 train_loss:1.5364 aux_loss:0.0025 train_time:18839666ms step_avg:721.00ms
step:26141/40500 train_loss:1.5350 aux_loss:0.0025 train_time:18840386ms step_avg:721.00ms
step:26142/40500 train_loss:1.5716 aux_loss:0.0025 train_time:18841107ms step_avg:721.00ms
step:26143/40500 train_loss:1.5348 aux_loss:0.0035 train_time:18841829ms step_avg:721.00ms
step:26144/40500 train_loss:1.4928 aux_loss:0.0027 train_time:18842550ms step_avg:721.00ms
step:26145/40500 train_loss:1.5301 aux_loss:0.0025 train_time:18843273ms step_avg:721.00ms
step:26146/40500 train_loss:1.5501 aux_loss:0.0028 train_time:18843996ms step_avg:721.00ms
step:26147/40500 train_loss:1.5129 aux_loss:0.0028 train_time:18844720ms step_avg:721.00ms
step:26148/40500 train_loss:1.5884 aux_loss:0.0026 train_time:18845441ms step_avg:721.00ms
step:26149/40500 train_loss:1.6013 aux_loss:0.0027 train_time:18846163ms step_avg:721.00ms
step:26150/40500 train_loss:1.5372 aux_loss:0.0026 train_time:18846884ms step_avg:721.00ms
step:26151/40500 train_loss:1.5562 aux_loss:0.0025 train_time:18847605ms step_avg:721.00ms
step:26152/40500 train_loss:1.5679 aux_loss:0.0027 train_time:18848326ms step_avg:721.00ms
step:26153/40500 train_loss:1.5420 aux_loss:0.0026 train_time:18849046ms step_avg:721.00ms
step:26154/40500 train_loss:1.4952 aux_loss:0.0025 train_time:18849769ms step_avg:721.00ms
step:26155/40500 train_loss:1.5555 aux_loss:0.0025 train_time:18850489ms step_avg:721.00ms
step:26156/40500 train_loss:1.5424 aux_loss:0.0025 train_time:18851210ms step_avg:721.00ms
step:26157/40500 train_loss:1.5472 aux_loss:0.0024 train_time:18851934ms step_avg:721.00ms
step:26158/40500 train_loss:1.5694 aux_loss:0.0026 train_time:18852658ms step_avg:721.00ms
step:26159/40500 train_loss:1.5703 aux_loss:0.0027 train_time:18853380ms step_avg:721.00ms
step:26160/40500 train_loss:1.5523 aux_loss:0.0025 train_time:18854099ms step_avg:721.00ms
step:26161/40500 train_loss:1.5728 aux_loss:0.0027 train_time:18854820ms step_avg:721.00ms
step:26162/40500 train_loss:1.5622 aux_loss:0.0025 train_time:18855540ms step_avg:721.00ms
step:26163/40500 train_loss:1.5779 aux_loss:0.0025 train_time:18856260ms step_avg:721.00ms
step:26164/40500 train_loss:1.5126 aux_loss:0.0027 train_time:18856982ms step_avg:721.00ms
step:26165/40500 train_loss:1.5417 aux_loss:0.0026 train_time:18857704ms step_avg:721.00ms
step:26166/40500 train_loss:1.5349 aux_loss:0.0026 train_time:18858426ms step_avg:721.00ms
step:26167/40500 train_loss:1.5141 aux_loss:0.0026 train_time:18859147ms step_avg:721.00ms
step:26168/40500 train_loss:1.5831 aux_loss:0.0027 train_time:18859868ms step_avg:721.00ms
step:26169/40500 train_loss:1.5784 aux_loss:0.0026 train_time:18860591ms step_avg:721.00ms
step:26170/40500 train_loss:1.5676 aux_loss:0.0027 train_time:18861312ms step_avg:721.00ms
step:26171/40500 train_loss:1.6081 aux_loss:0.0026 train_time:18862035ms step_avg:721.00ms
step:26172/40500 train_loss:1.5548 aux_loss:0.0026 train_time:18862757ms step_avg:721.00ms
step:26173/40500 train_loss:1.5813 aux_loss:0.0026 train_time:18863478ms step_avg:721.00ms
step:26174/40500 train_loss:1.5805 aux_loss:0.0031 train_time:18864200ms step_avg:721.00ms
step:26175/40500 train_loss:1.6015 aux_loss:0.0027 train_time:18864923ms step_avg:721.00ms
step:26176/40500 train_loss:1.5414 aux_loss:0.0031 train_time:18865645ms step_avg:721.00ms
step:26177/40500 train_loss:1.6181 aux_loss:0.0026 train_time:18866368ms step_avg:721.00ms
step:26178/40500 train_loss:1.6218 aux_loss:0.0025 train_time:18867091ms step_avg:721.00ms
step:26179/40500 train_loss:1.5851 aux_loss:0.0025 train_time:18867815ms step_avg:721.00ms
step:26180/40500 train_loss:1.5490 aux_loss:0.0024 train_time:18868535ms step_avg:721.00ms
step:26181/40500 train_loss:1.5898 aux_loss:0.0026 train_time:18869256ms step_avg:721.00ms
step:26182/40500 train_loss:1.4889 aux_loss:0.0027 train_time:18869978ms step_avg:721.00ms
step:26183/40500 train_loss:1.6469 aux_loss:0.0027 train_time:18870700ms step_avg:721.00ms
step:26184/40500 train_loss:1.5242 aux_loss:0.0025 train_time:18871422ms step_avg:721.00ms
step:26185/40500 train_loss:1.5731 aux_loss:0.0027 train_time:18872144ms step_avg:721.00ms
step:26186/40500 train_loss:1.5755 aux_loss:0.0027 train_time:18872866ms step_avg:721.00ms
step:26187/40500 train_loss:1.5503 aux_loss:0.0025 train_time:18873590ms step_avg:721.00ms
step:26188/40500 train_loss:1.5305 aux_loss:0.0027 train_time:18874314ms step_avg:721.00ms
step:26189/40500 train_loss:1.6072 aux_loss:0.0025 train_time:18875032ms step_avg:721.00ms
step:26190/40500 train_loss:1.5543 aux_loss:0.0026 train_time:18875754ms step_avg:721.00ms
step:26191/40500 train_loss:1.5940 aux_loss:0.0027 train_time:18876475ms step_avg:721.00ms
step:26192/40500 train_loss:1.5592 aux_loss:0.0028 train_time:18877197ms step_avg:721.00ms
step:26193/40500 train_loss:1.5855 aux_loss:0.0027 train_time:18877918ms step_avg:721.00ms
step:26194/40500 train_loss:1.5933 aux_loss:0.0025 train_time:18878640ms step_avg:721.00ms
step:26195/40500 train_loss:1.5693 aux_loss:0.0028 train_time:18879359ms step_avg:721.00ms
step:26196/40500 train_loss:1.5952 aux_loss:0.0027 train_time:18880082ms step_avg:721.00ms
step:26197/40500 train_loss:1.6128 aux_loss:0.0027 train_time:18880805ms step_avg:721.00ms
step:26198/40500 train_loss:1.6049 aux_loss:0.0026 train_time:18881527ms step_avg:721.00ms
step:26199/40500 train_loss:1.5143 aux_loss:0.0028 train_time:18882248ms step_avg:721.00ms
step:26200/40500 train_loss:1.6048 aux_loss:0.0025 train_time:18882970ms step_avg:721.00ms
step:26201/40500 train_loss:1.6019 aux_loss:0.0023 train_time:18883692ms step_avg:721.00ms
step:26202/40500 train_loss:1.5503 aux_loss:0.0023 train_time:18884412ms step_avg:721.00ms
step:26203/40500 train_loss:1.6357 aux_loss:0.0026 train_time:18885131ms step_avg:721.00ms
step:26204/40500 train_loss:1.6325 aux_loss:0.0027 train_time:18885851ms step_avg:721.00ms
step:26205/40500 train_loss:1.5448 aux_loss:0.0026 train_time:18886574ms step_avg:721.00ms
step:26206/40500 train_loss:1.5824 aux_loss:0.0024 train_time:18887295ms step_avg:721.00ms
step:26207/40500 train_loss:1.5600 aux_loss:0.0026 train_time:18888016ms step_avg:721.00ms
step:26208/40500 train_loss:1.5306 aux_loss:0.0029 train_time:18888738ms step_avg:721.00ms
step:26209/40500 train_loss:1.5558 aux_loss:0.0026 train_time:18889461ms step_avg:721.00ms
step:26210/40500 train_loss:1.5677 aux_loss:0.0026 train_time:18890184ms step_avg:721.00ms
step:26211/40500 train_loss:1.5859 aux_loss:0.0027 train_time:18890905ms step_avg:721.00ms
step:26212/40500 train_loss:1.5425 aux_loss:0.0026 train_time:18891631ms step_avg:721.00ms
step:26213/40500 train_loss:1.6090 aux_loss:0.0027 train_time:18892351ms step_avg:721.00ms
step:26214/40500 train_loss:1.5607 aux_loss:0.0027 train_time:18893073ms step_avg:721.00ms
step:26215/40500 train_loss:1.5687 aux_loss:0.0028 train_time:18893797ms step_avg:721.00ms
step:26216/40500 train_loss:1.5527 aux_loss:0.0028 train_time:18894519ms step_avg:721.00ms
step:26217/40500 train_loss:1.6107 aux_loss:0.0028 train_time:18895243ms step_avg:721.00ms
step:26218/40500 train_loss:1.5872 aux_loss:0.0030 train_time:18895966ms step_avg:721.00ms
step:26219/40500 train_loss:1.6117 aux_loss:0.0027 train_time:18896688ms step_avg:721.00ms
step:26220/40500 train_loss:1.6138 aux_loss:0.0026 train_time:18897410ms step_avg:721.00ms
step:26221/40500 train_loss:1.5863 aux_loss:0.0025 train_time:18898131ms step_avg:721.00ms
step:26222/40500 train_loss:1.5645 aux_loss:0.0025 train_time:18898852ms step_avg:721.00ms
step:26223/40500 train_loss:1.5452 aux_loss:0.0026 train_time:18899573ms step_avg:721.00ms
step:26224/40500 train_loss:1.5502 aux_loss:0.0025 train_time:18900296ms step_avg:721.00ms
step:26225/40500 train_loss:1.5709 aux_loss:0.0026 train_time:18901016ms step_avg:721.00ms
step:26226/40500 train_loss:1.5569 aux_loss:0.0026 train_time:18901737ms step_avg:721.00ms
step:26227/40500 train_loss:1.5409 aux_loss:0.0030 train_time:18902462ms step_avg:721.00ms
step:26228/40500 train_loss:1.5474 aux_loss:0.0026 train_time:18903185ms step_avg:721.00ms
step:26229/40500 train_loss:1.5701 aux_loss:0.0026 train_time:18903906ms step_avg:721.00ms
step:26230/40500 train_loss:1.5821 aux_loss:0.0027 train_time:18904626ms step_avg:721.00ms
step:26231/40500 train_loss:1.5925 aux_loss:0.0027 train_time:18905348ms step_avg:721.00ms
step:26232/40500 train_loss:1.5344 aux_loss:0.0024 train_time:18906070ms step_avg:721.00ms
step:26233/40500 train_loss:1.5733 aux_loss:0.0024 train_time:18906791ms step_avg:721.00ms
step:26234/40500 train_loss:1.6189 aux_loss:0.0025 train_time:18907513ms step_avg:721.00ms
step:26235/40500 train_loss:1.5698 aux_loss:0.0026 train_time:18908235ms step_avg:721.00ms
step:26236/40500 train_loss:1.6149 aux_loss:0.0025 train_time:18908962ms step_avg:721.00ms
step:26237/40500 train_loss:1.5942 aux_loss:0.0025 train_time:18909683ms step_avg:721.00ms
step:26238/40500 train_loss:1.5522 aux_loss:0.0026 train_time:18910403ms step_avg:721.00ms
step:26239/40500 train_loss:1.5804 aux_loss:0.0024 train_time:18911124ms step_avg:721.00ms
step:26240/40500 train_loss:1.5604 aux_loss:0.0025 train_time:18911844ms step_avg:721.00ms
step:26241/40500 train_loss:1.5884 aux_loss:0.0025 train_time:18912565ms step_avg:721.00ms
step:26242/40500 train_loss:1.5977 aux_loss:0.0025 train_time:18913286ms step_avg:721.00ms
step:26243/40500 train_loss:1.5259 aux_loss:0.0026 train_time:18914003ms step_avg:721.00ms
step:26244/40500 train_loss:1.5623 aux_loss:0.0026 train_time:18914723ms step_avg:721.00ms
step:26245/40500 train_loss:1.5516 aux_loss:0.0026 train_time:18915443ms step_avg:721.00ms
step:26246/40500 train_loss:1.5528 aux_loss:0.0024 train_time:18916164ms step_avg:721.00ms
step:26247/40500 train_loss:1.5929 aux_loss:0.0026 train_time:18916884ms step_avg:721.00ms
step:26248/40500 train_loss:1.6053 aux_loss:0.0028 train_time:18917607ms step_avg:721.00ms
step:26249/40500 train_loss:1.6224 aux_loss:0.0027 train_time:18918326ms step_avg:721.00ms
step:26250/40500 train_loss:1.5537 aux_loss:0.0032 train_time:18919048ms step_avg:721.00ms
step:26251/40500 train_loss:1.5382 aux_loss:0.0025 train_time:18919767ms step_avg:721.00ms
step:26252/40500 train_loss:1.5732 aux_loss:0.0026 train_time:18920491ms step_avg:721.00ms
step:26253/40500 train_loss:1.6224 aux_loss:0.0027 train_time:18921214ms step_avg:721.00ms
step:26254/40500 train_loss:1.5255 aux_loss:0.0026 train_time:18921935ms step_avg:721.00ms
step:26255/40500 train_loss:1.6496 aux_loss:0.0025 train_time:18922657ms step_avg:721.00ms
step:26256/40500 train_loss:1.5369 aux_loss:0.0024 train_time:18923380ms step_avg:721.00ms
step:26257/40500 train_loss:1.5643 aux_loss:0.0027 train_time:18924099ms step_avg:721.00ms
step:26258/40500 train_loss:1.5966 aux_loss:0.0024 train_time:18924820ms step_avg:721.00ms
step:26259/40500 train_loss:1.6166 aux_loss:0.0025 train_time:18925541ms step_avg:721.00ms
step:26260/40500 train_loss:1.5986 aux_loss:0.0024 train_time:18926262ms step_avg:721.00ms
step:26261/40500 train_loss:1.6285 aux_loss:0.0026 train_time:18926980ms step_avg:721.00ms
step:26262/40500 train_loss:1.5424 aux_loss:0.0026 train_time:18927700ms step_avg:721.00ms
step:26263/40500 train_loss:1.5696 aux_loss:0.0026 train_time:18928421ms step_avg:721.00ms
step:26264/40500 train_loss:1.5931 aux_loss:0.0027 train_time:18929142ms step_avg:721.00ms
step:26265/40500 train_loss:1.6086 aux_loss:0.0029 train_time:18929862ms step_avg:721.00ms
step:26266/40500 train_loss:1.5379 aux_loss:0.0025 train_time:18930583ms step_avg:721.00ms
step:26267/40500 train_loss:1.5977 aux_loss:0.0028 train_time:18931306ms step_avg:721.00ms
step:26268/40500 train_loss:1.5804 aux_loss:0.0026 train_time:18932028ms step_avg:721.00ms
step:26269/40500 train_loss:1.5934 aux_loss:0.0025 train_time:18932752ms step_avg:721.00ms
step:26270/40500 train_loss:1.5857 aux_loss:0.0024 train_time:18933473ms step_avg:721.00ms
step:26271/40500 train_loss:1.6013 aux_loss:0.0026 train_time:18934194ms step_avg:721.00ms
step:26272/40500 train_loss:1.5130 aux_loss:0.0025 train_time:18934916ms step_avg:721.00ms
step:26273/40500 train_loss:1.5942 aux_loss:0.0024 train_time:18935638ms step_avg:721.00ms
step:26274/40500 train_loss:1.5707 aux_loss:0.0024 train_time:18936357ms step_avg:721.00ms
step:26275/40500 train_loss:1.5685 aux_loss:0.0027 train_time:18937077ms step_avg:721.00ms
step:26276/40500 train_loss:1.5759 aux_loss:0.0028 train_time:18937797ms step_avg:721.00ms
step:26277/40500 train_loss:1.5402 aux_loss:0.0026 train_time:18938517ms step_avg:721.00ms
step:26278/40500 train_loss:1.5500 aux_loss:0.0025 train_time:18939237ms step_avg:721.00ms
step:26279/40500 train_loss:1.5432 aux_loss:0.0028 train_time:18939958ms step_avg:721.00ms
step:26280/40500 train_loss:1.6172 aux_loss:0.0026 train_time:18940679ms step_avg:721.00ms
step:26281/40500 train_loss:1.5508 aux_loss:0.0028 train_time:18941399ms step_avg:721.00ms
step:26282/40500 train_loss:1.5974 aux_loss:0.0026 train_time:18942119ms step_avg:721.00ms
step:26283/40500 train_loss:1.6022 aux_loss:0.0024 train_time:18942841ms step_avg:721.00ms
step:26284/40500 train_loss:1.5852 aux_loss:0.0024 train_time:18943562ms step_avg:721.00ms
step:26285/40500 train_loss:1.5728 aux_loss:0.0026 train_time:18944283ms step_avg:721.00ms
step:26286/40500 train_loss:1.5547 aux_loss:0.0030 train_time:18945007ms step_avg:721.00ms
step:26287/40500 train_loss:1.5834 aux_loss:0.0026 train_time:18945729ms step_avg:721.00ms
step:26288/40500 train_loss:1.5866 aux_loss:0.0025 train_time:18946450ms step_avg:721.00ms
step:26289/40500 train_loss:1.5701 aux_loss:0.0029 train_time:18947171ms step_avg:721.00ms
step:26290/40500 train_loss:1.5163 aux_loss:0.0025 train_time:18947892ms step_avg:721.00ms
step:26291/40500 train_loss:1.5410 aux_loss:0.0027 train_time:18948612ms step_avg:721.00ms
step:26292/40500 train_loss:1.5562 aux_loss:0.0026 train_time:18949333ms step_avg:721.00ms
step:26293/40500 train_loss:1.5625 aux_loss:0.0029 train_time:18950054ms step_avg:721.00ms
step:26294/40500 train_loss:1.5612 aux_loss:0.0025 train_time:18950774ms step_avg:721.00ms
step:26295/40500 train_loss:1.5640 aux_loss:0.0027 train_time:18951493ms step_avg:721.00ms
step:26296/40500 train_loss:1.5177 aux_loss:0.0025 train_time:18952213ms step_avg:721.00ms
step:26297/40500 train_loss:1.6258 aux_loss:0.0028 train_time:18952934ms step_avg:721.00ms
step:26298/40500 train_loss:1.5151 aux_loss:0.0026 train_time:18953653ms step_avg:721.00ms
step:26299/40500 train_loss:1.5823 aux_loss:0.0026 train_time:18954375ms step_avg:721.00ms
step:26300/40500 train_loss:1.5759 aux_loss:0.0026 train_time:18955095ms step_avg:721.00ms
step:26301/40500 train_loss:1.5819 aux_loss:0.0031 train_time:18955812ms step_avg:721.00ms
step:26302/40500 train_loss:1.5200 aux_loss:0.0025 train_time:18956531ms step_avg:721.00ms
step:26303/40500 train_loss:1.5456 aux_loss:0.0024 train_time:18957250ms step_avg:721.00ms
step:26304/40500 train_loss:1.6065 aux_loss:0.0024 train_time:18957972ms step_avg:721.00ms
step:26305/40500 train_loss:1.5489 aux_loss:0.0024 train_time:18958693ms step_avg:721.00ms
step:26306/40500 train_loss:1.6026 aux_loss:0.0027 train_time:18959413ms step_avg:721.00ms
step:26307/40500 train_loss:1.5833 aux_loss:0.0025 train_time:18960134ms step_avg:721.00ms
step:26308/40500 train_loss:1.5636 aux_loss:0.0025 train_time:18960852ms step_avg:721.00ms
step:26309/40500 train_loss:1.5517 aux_loss:0.0025 train_time:18961570ms step_avg:721.00ms
step:26310/40500 train_loss:1.4877 aux_loss:0.0026 train_time:18962291ms step_avg:721.00ms
step:26311/40500 train_loss:1.5980 aux_loss:0.0025 train_time:18963013ms step_avg:721.00ms
step:26312/40500 train_loss:1.5659 aux_loss:0.0025 train_time:18963732ms step_avg:721.00ms
step:26313/40500 train_loss:1.5936 aux_loss:0.0024 train_time:18964454ms step_avg:721.00ms
step:26314/40500 train_loss:1.5207 aux_loss:0.0024 train_time:18965176ms step_avg:721.00ms
step:26315/40500 train_loss:1.5237 aux_loss:0.0027 train_time:18965895ms step_avg:721.00ms
step:26316/40500 train_loss:1.5316 aux_loss:0.0026 train_time:18966617ms step_avg:721.00ms
step:26317/40500 train_loss:1.5945 aux_loss:0.0027 train_time:18967339ms step_avg:721.00ms
step:26318/40500 train_loss:1.4958 aux_loss:0.0026 train_time:18968060ms step_avg:721.00ms
step:26319/40500 train_loss:1.5318 aux_loss:0.0030 train_time:18968782ms step_avg:721.00ms
step:26320/40500 train_loss:1.6190 aux_loss:0.0027 train_time:18969502ms step_avg:721.00ms
step:26321/40500 train_loss:1.5588 aux_loss:0.0026 train_time:18970223ms step_avg:721.00ms
step:26322/40500 train_loss:1.6028 aux_loss:0.0025 train_time:18970945ms step_avg:721.00ms
step:26323/40500 train_loss:1.6047 aux_loss:0.0026 train_time:18971666ms step_avg:721.00ms
step:26324/40500 train_loss:1.5100 aux_loss:0.0027 train_time:18972386ms step_avg:721.00ms
step:26325/40500 train_loss:1.5818 aux_loss:0.0026 train_time:18973107ms step_avg:721.00ms
step:26326/40500 train_loss:1.5713 aux_loss:0.0031 train_time:18973830ms step_avg:721.00ms
step:26327/40500 train_loss:1.5724 aux_loss:0.0026 train_time:18974550ms step_avg:721.00ms
step:26328/40500 train_loss:1.6245 aux_loss:0.0026 train_time:18975270ms step_avg:721.00ms
step:26329/40500 train_loss:1.5523 aux_loss:0.0025 train_time:18975990ms step_avg:721.00ms
step:26330/40500 train_loss:1.5135 aux_loss:0.0025 train_time:18976711ms step_avg:721.00ms
step:26331/40500 train_loss:1.5355 aux_loss:0.0029 train_time:18977432ms step_avg:721.00ms
step:26332/40500 train_loss:1.5448 aux_loss:0.0026 train_time:18978152ms step_avg:721.00ms
step:26333/40500 train_loss:1.5636 aux_loss:0.0027 train_time:18978872ms step_avg:721.00ms
step:26334/40500 train_loss:1.5439 aux_loss:0.0027 train_time:18979594ms step_avg:721.00ms
step:26335/40500 train_loss:1.5155 aux_loss:0.0026 train_time:18980314ms step_avg:721.00ms
step:26336/40500 train_loss:1.5400 aux_loss:0.0025 train_time:18981037ms step_avg:721.00ms
step:26337/40500 train_loss:1.5582 aux_loss:0.0024 train_time:18981759ms step_avg:721.00ms
step:26338/40500 train_loss:1.5954 aux_loss:0.0026 train_time:18982482ms step_avg:721.00ms
step:26339/40500 train_loss:1.5357 aux_loss:0.0028 train_time:18983203ms step_avg:721.00ms
step:26340/40500 train_loss:1.6129 aux_loss:0.0025 train_time:18983923ms step_avg:721.00ms
step:26341/40500 train_loss:1.5545 aux_loss:0.0025 train_time:18984643ms step_avg:721.00ms
step:26342/40500 train_loss:1.5887 aux_loss:0.0026 train_time:18985362ms step_avg:721.00ms
step:26343/40500 train_loss:1.6056 aux_loss:0.0025 train_time:18986083ms step_avg:721.00ms
step:26344/40500 train_loss:1.5713 aux_loss:0.0027 train_time:18986802ms step_avg:721.00ms
step:26345/40500 train_loss:1.5962 aux_loss:0.0033 train_time:18987522ms step_avg:721.00ms
step:26346/40500 train_loss:1.5552 aux_loss:0.0026 train_time:18988242ms step_avg:721.00ms
step:26347/40500 train_loss:1.5855 aux_loss:0.0026 train_time:18988962ms step_avg:721.00ms
step:26348/40500 train_loss:1.5495 aux_loss:0.0029 train_time:18989682ms step_avg:721.00ms
step:26349/40500 train_loss:1.5524 aux_loss:0.0027 train_time:18990401ms step_avg:721.00ms
step:26350/40500 train_loss:1.5939 aux_loss:0.0026 train_time:18991121ms step_avg:721.00ms
step:26351/40500 train_loss:1.5406 aux_loss:0.0027 train_time:18991841ms step_avg:721.00ms
step:26352/40500 train_loss:1.5689 aux_loss:0.0025 train_time:18992563ms step_avg:721.00ms
step:26353/40500 train_loss:1.5618 aux_loss:0.0026 train_time:18993283ms step_avg:721.00ms
step:26354/40500 train_loss:1.5741 aux_loss:0.0029 train_time:18994003ms step_avg:721.00ms
step:26355/40500 train_loss:1.5346 aux_loss:0.0025 train_time:18994723ms step_avg:721.00ms
step:26356/40500 train_loss:1.5605 aux_loss:0.0027 train_time:18995446ms step_avg:721.00ms
step:26357/40500 train_loss:1.5918 aux_loss:0.0026 train_time:18996165ms step_avg:721.00ms
step:26358/40500 train_loss:1.4795 aux_loss:0.0026 train_time:18996886ms step_avg:721.00ms
step:26359/40500 train_loss:1.5863 aux_loss:0.0026 train_time:18997607ms step_avg:721.00ms
step:26360/40500 train_loss:1.5458 aux_loss:0.0027 train_time:18998328ms step_avg:721.00ms
step:26361/40500 train_loss:1.5680 aux_loss:0.0027 train_time:18999051ms step_avg:721.00ms
step:26362/40500 train_loss:1.5443 aux_loss:0.0027 train_time:18999774ms step_avg:721.00ms
step:26363/40500 train_loss:1.6509 aux_loss:0.0026 train_time:19000498ms step_avg:721.00ms
step:26364/40500 train_loss:1.5600 aux_loss:0.0026 train_time:19001218ms step_avg:721.00ms
step:26365/40500 train_loss:1.5766 aux_loss:0.0028 train_time:19001938ms step_avg:721.00ms
step:26366/40500 train_loss:1.6155 aux_loss:0.0025 train_time:19002659ms step_avg:721.00ms
step:26367/40500 train_loss:1.6186 aux_loss:0.0025 train_time:19003378ms step_avg:721.00ms
step:26368/40500 train_loss:1.5447 aux_loss:0.0025 train_time:19004098ms step_avg:721.00ms
step:26369/40500 train_loss:1.5530 aux_loss:0.0025 train_time:19004820ms step_avg:721.00ms
step:26370/40500 train_loss:1.5345 aux_loss:0.0030 train_time:19005539ms step_avg:721.00ms
step:26371/40500 train_loss:1.6562 aux_loss:0.0027 train_time:19006262ms step_avg:721.00ms
step:26372/40500 train_loss:1.6016 aux_loss:0.0026 train_time:19006983ms step_avg:721.00ms
step:26373/40500 train_loss:1.5834 aux_loss:0.0025 train_time:19007703ms step_avg:721.00ms
step:26374/40500 train_loss:1.5984 aux_loss:0.0027 train_time:19008425ms step_avg:721.00ms
step:26375/40500 train_loss:1.5759 aux_loss:0.0027 train_time:19009145ms step_avg:721.00ms
step:26376/40500 train_loss:1.5353 aux_loss:0.0028 train_time:19009867ms step_avg:721.00ms
step:26377/40500 train_loss:1.5467 aux_loss:0.0025 train_time:19010585ms step_avg:721.00ms
step:26378/40500 train_loss:1.5538 aux_loss:0.0028 train_time:19011304ms step_avg:721.00ms
step:26379/40500 train_loss:1.5595 aux_loss:0.0026 train_time:19012027ms step_avg:721.00ms
step:26380/40500 train_loss:1.6150 aux_loss:0.0025 train_time:19012752ms step_avg:721.00ms
step:26381/40500 train_loss:1.6033 aux_loss:0.0026 train_time:19013476ms step_avg:721.00ms
step:26382/40500 train_loss:1.5578 aux_loss:0.0028 train_time:19014195ms step_avg:721.00ms
step:26383/40500 train_loss:1.5155 aux_loss:0.0027 train_time:19014914ms step_avg:721.00ms
step:26384/40500 train_loss:1.5668 aux_loss:0.0029 train_time:19015636ms step_avg:721.00ms
step:26385/40500 train_loss:1.6202 aux_loss:0.0026 train_time:19016355ms step_avg:721.00ms
step:26386/40500 train_loss:1.5449 aux_loss:0.0025 train_time:19017077ms step_avg:721.00ms
step:26387/40500 train_loss:1.6493 aux_loss:0.0032 train_time:19017797ms step_avg:721.00ms
step:26388/40500 train_loss:1.5437 aux_loss:0.0027 train_time:19018514ms step_avg:721.00ms
step:26389/40500 train_loss:1.6041 aux_loss:0.0026 train_time:19019236ms step_avg:721.00ms
step:26390/40500 train_loss:1.5624 aux_loss:0.0026 train_time:19019956ms step_avg:721.00ms
step:26391/40500 train_loss:1.5926 aux_loss:0.0026 train_time:19020676ms step_avg:721.00ms
step:26392/40500 train_loss:1.6023 aux_loss:0.0024 train_time:19021396ms step_avg:721.00ms
step:26393/40500 train_loss:1.6377 aux_loss:0.0029 train_time:19022116ms step_avg:721.00ms
step:26394/40500 train_loss:1.5776 aux_loss:0.0025 train_time:19022837ms step_avg:721.00ms
step:26395/40500 train_loss:1.4633 aux_loss:0.0025 train_time:19023554ms step_avg:721.00ms
step:26396/40500 train_loss:1.5805 aux_loss:0.0028 train_time:19024274ms step_avg:721.00ms
step:26397/40500 train_loss:1.5902 aux_loss:0.0026 train_time:19024993ms step_avg:721.00ms
step:26398/40500 train_loss:1.5751 aux_loss:0.0025 train_time:19025711ms step_avg:721.00ms
step:26399/40500 train_loss:1.5807 aux_loss:0.0026 train_time:19026431ms step_avg:721.00ms
step:26400/40500 train_loss:1.5335 aux_loss:0.0025 train_time:19027152ms step_avg:721.00ms
step:26401/40500 train_loss:1.5737 aux_loss:0.0028 train_time:19027872ms step_avg:721.00ms
step:26402/40500 train_loss:1.5939 aux_loss:0.0026 train_time:19028591ms step_avg:721.00ms
step:26403/40500 train_loss:1.5547 aux_loss:0.0026 train_time:19029310ms step_avg:721.00ms
step:26404/40500 train_loss:1.6057 aux_loss:0.0028 train_time:19030031ms step_avg:721.00ms
step:26405/40500 train_loss:1.5872 aux_loss:0.0026 train_time:19030751ms step_avg:721.00ms
step:26406/40500 train_loss:1.5532 aux_loss:0.0026 train_time:19031470ms step_avg:721.00ms
step:26407/40500 train_loss:1.5983 aux_loss:0.0026 train_time:19032193ms step_avg:721.00ms
step:26408/40500 train_loss:1.5835 aux_loss:0.0025 train_time:19032912ms step_avg:721.00ms
step:26409/40500 train_loss:1.5881 aux_loss:0.0027 train_time:19033629ms step_avg:721.00ms
step:26410/40500 train_loss:1.6190 aux_loss:0.0026 train_time:19034350ms step_avg:721.00ms
step:26411/40500 train_loss:1.5617 aux_loss:0.0026 train_time:19035070ms step_avg:721.00ms
step:26412/40500 train_loss:1.5931 aux_loss:0.0025 train_time:19035791ms step_avg:721.00ms
step:26413/40500 train_loss:1.5503 aux_loss:0.0024 train_time:19036510ms step_avg:721.00ms
step:26414/40500 train_loss:1.5880 aux_loss:0.0024 train_time:19037232ms step_avg:721.00ms
step:26415/40500 train_loss:1.5384 aux_loss:0.0028 train_time:19037954ms step_avg:721.00ms
step:26416/40500 train_loss:1.5953 aux_loss:0.0025 train_time:19038670ms step_avg:721.00ms
step:26417/40500 train_loss:1.6458 aux_loss:0.0026 train_time:19039390ms step_avg:721.00ms
step:26418/40500 train_loss:1.5986 aux_loss:0.0025 train_time:19040109ms step_avg:721.00ms
step:26419/40500 train_loss:1.5738 aux_loss:0.0025 train_time:19040827ms step_avg:721.00ms
step:26420/40500 train_loss:1.6093 aux_loss:0.0024 train_time:19041546ms step_avg:721.00ms
step:26421/40500 train_loss:1.6226 aux_loss:0.0024 train_time:19042270ms step_avg:721.00ms
step:26422/40500 train_loss:1.5716 aux_loss:0.0027 train_time:19042990ms step_avg:721.00ms
step:26423/40500 train_loss:1.5195 aux_loss:0.0025 train_time:19043710ms step_avg:721.00ms
step:26424/40500 train_loss:1.6084 aux_loss:0.0025 train_time:19044431ms step_avg:721.00ms
step:26425/40500 train_loss:1.5677 aux_loss:0.0026 train_time:19045154ms step_avg:721.00ms
step:26426/40500 train_loss:1.6265 aux_loss:0.0028 train_time:19045875ms step_avg:721.00ms
step:26427/40500 train_loss:1.6095 aux_loss:0.0026 train_time:19046597ms step_avg:721.00ms
step:26428/40500 train_loss:1.5959 aux_loss:0.0026 train_time:19047320ms step_avg:721.00ms
step:26429/40500 train_loss:1.5529 aux_loss:0.0026 train_time:19048043ms step_avg:721.00ms
step:26430/40500 train_loss:1.5997 aux_loss:0.0026 train_time:19048765ms step_avg:721.00ms
step:26431/40500 train_loss:1.6071 aux_loss:0.0025 train_time:19049485ms step_avg:721.00ms
step:26432/40500 train_loss:1.5673 aux_loss:0.0025 train_time:19050206ms step_avg:721.00ms
step:26433/40500 train_loss:1.5721 aux_loss:0.0026 train_time:19050927ms step_avg:721.00ms
step:26434/40500 train_loss:1.5628 aux_loss:0.0024 train_time:19051647ms step_avg:721.00ms
step:26435/40500 train_loss:1.5060 aux_loss:0.0024 train_time:19052367ms step_avg:721.00ms
step:26436/40500 train_loss:1.6223 aux_loss:0.0024 train_time:19053089ms step_avg:721.00ms
step:26437/40500 train_loss:1.5415 aux_loss:0.0026 train_time:19053811ms step_avg:721.00ms
step:26438/40500 train_loss:1.5029 aux_loss:0.0023 train_time:19054530ms step_avg:721.00ms
step:26439/40500 train_loss:1.5855 aux_loss:0.0024 train_time:19055254ms step_avg:721.00ms
step:26440/40500 train_loss:1.5159 aux_loss:0.0023 train_time:19055977ms step_avg:721.00ms
step:26441/40500 train_loss:1.5833 aux_loss:0.0023 train_time:19056696ms step_avg:721.00ms
step:26442/40500 train_loss:1.5404 aux_loss:0.0022 train_time:19057419ms step_avg:721.00ms
step:26443/40500 train_loss:1.6009 aux_loss:0.0023 train_time:19058141ms step_avg:721.00ms
step:26444/40500 train_loss:1.5597 aux_loss:0.0025 train_time:19058861ms step_avg:721.00ms
step:26445/40500 train_loss:1.5845 aux_loss:0.0024 train_time:19059581ms step_avg:721.00ms
step:26446/40500 train_loss:1.5717 aux_loss:0.0025 train_time:19060302ms step_avg:721.00ms
step:26447/40500 train_loss:1.5825 aux_loss:0.0025 train_time:19061022ms step_avg:721.00ms
step:26448/40500 train_loss:1.5445 aux_loss:0.0025 train_time:19061740ms step_avg:721.00ms
step:26449/40500 train_loss:1.5945 aux_loss:0.0024 train_time:19062463ms step_avg:721.00ms
step:26450/40500 train_loss:1.6321 aux_loss:0.0026 train_time:19063185ms step_avg:721.00ms
step:26451/40500 train_loss:1.5622 aux_loss:0.0028 train_time:19063907ms step_avg:721.00ms
step:26452/40500 train_loss:1.5945 aux_loss:0.0025 train_time:19064627ms step_avg:721.00ms
step:26453/40500 train_loss:1.6299 aux_loss:0.0024 train_time:19065347ms step_avg:721.00ms
step:26454/40500 train_loss:1.5847 aux_loss:0.0025 train_time:19066066ms step_avg:721.00ms
step:26455/40500 train_loss:1.5596 aux_loss:0.0026 train_time:19066791ms step_avg:721.00ms
step:26456/40500 train_loss:1.5379 aux_loss:0.0026 train_time:19067513ms step_avg:721.00ms
step:26457/40500 train_loss:1.5080 aux_loss:0.0026 train_time:19068234ms step_avg:721.00ms
step:26458/40500 train_loss:1.6142 aux_loss:0.0025 train_time:19068955ms step_avg:721.00ms
step:26459/40500 train_loss:1.5447 aux_loss:0.0028 train_time:19069677ms step_avg:721.00ms
step:26460/40500 train_loss:1.5684 aux_loss:0.0028 train_time:19070398ms step_avg:721.00ms
step:26461/40500 train_loss:1.5436 aux_loss:0.0026 train_time:19071118ms step_avg:721.00ms
step:26462/40500 train_loss:1.5460 aux_loss:0.0026 train_time:19071839ms step_avg:721.00ms
step:26463/40500 train_loss:1.6638 aux_loss:0.0026 train_time:19072560ms step_avg:721.00ms
step:26464/40500 train_loss:1.5679 aux_loss:0.0027 train_time:19073280ms step_avg:721.00ms
step:26465/40500 train_loss:1.5815 aux_loss:0.0026 train_time:19074001ms step_avg:721.00ms
step:26466/40500 train_loss:1.6136 aux_loss:0.0027 train_time:19074721ms step_avg:721.00ms
step:26467/40500 train_loss:1.5466 aux_loss:0.0026 train_time:19075441ms step_avg:721.00ms
step:26468/40500 train_loss:1.5544 aux_loss:0.0025 train_time:19076160ms step_avg:721.00ms
step:26469/40500 train_loss:1.5681 aux_loss:0.0025 train_time:19076881ms step_avg:721.00ms
step:26470/40500 train_loss:1.5757 aux_loss:0.0026 train_time:19077603ms step_avg:721.00ms
step:26471/40500 train_loss:1.5563 aux_loss:0.0025 train_time:19078322ms step_avg:721.00ms
step:26472/40500 train_loss:1.5602 aux_loss:0.0025 train_time:19079045ms step_avg:721.00ms
step:26473/40500 train_loss:1.4814 aux_loss:0.0024 train_time:19079766ms step_avg:721.00ms
step:26474/40500 train_loss:1.5446 aux_loss:0.0024 train_time:19080487ms step_avg:721.00ms
step:26475/40500 train_loss:1.5550 aux_loss:0.0025 train_time:19081209ms step_avg:721.00ms
step:26476/40500 train_loss:1.6292 aux_loss:0.0033 train_time:19081931ms step_avg:721.00ms
step:26477/40500 train_loss:1.5103 aux_loss:0.0025 train_time:19082651ms step_avg:721.00ms
step:26478/40500 train_loss:1.5294 aux_loss:0.0028 train_time:19083372ms step_avg:721.00ms
step:26479/40500 train_loss:1.5997 aux_loss:0.0030 train_time:19084090ms step_avg:721.00ms
step:26480/40500 train_loss:1.6155 aux_loss:0.0027 train_time:19084811ms step_avg:721.00ms
step:26481/40500 train_loss:1.5823 aux_loss:0.0025 train_time:19085534ms step_avg:721.00ms
step:26482/40500 train_loss:1.5527 aux_loss:0.0025 train_time:19086253ms step_avg:721.00ms
step:26483/40500 train_loss:1.5662 aux_loss:0.0023 train_time:19086973ms step_avg:721.00ms
step:26484/40500 train_loss:1.5204 aux_loss:0.0024 train_time:19087694ms step_avg:721.00ms
step:26485/40500 train_loss:1.5808 aux_loss:0.0024 train_time:19088416ms step_avg:721.00ms
step:26486/40500 train_loss:1.6272 aux_loss:0.0024 train_time:19089135ms step_avg:721.00ms
step:26487/40500 train_loss:1.5757 aux_loss:0.0027 train_time:19089856ms step_avg:721.00ms
step:26488/40500 train_loss:1.5801 aux_loss:0.0025 train_time:19090576ms step_avg:721.00ms
step:26489/40500 train_loss:1.5654 aux_loss:0.0024 train_time:19091297ms step_avg:721.00ms
step:26490/40500 train_loss:1.5205 aux_loss:0.0025 train_time:19092020ms step_avg:721.00ms
step:26491/40500 train_loss:1.6028 aux_loss:0.0026 train_time:19092740ms step_avg:721.00ms
step:26492/40500 train_loss:1.5920 aux_loss:0.0027 train_time:19093462ms step_avg:721.00ms
step:26493/40500 train_loss:1.6040 aux_loss:0.0025 train_time:19094184ms step_avg:721.00ms
step:26494/40500 train_loss:1.5595 aux_loss:0.0025 train_time:19094904ms step_avg:721.00ms
step:26495/40500 train_loss:1.5725 aux_loss:0.0026 train_time:19095626ms step_avg:721.00ms
step:26496/40500 train_loss:1.6390 aux_loss:0.0026 train_time:19096349ms step_avg:721.00ms
step:26497/40500 train_loss:1.5173 aux_loss:0.0026 train_time:19097070ms step_avg:721.00ms
step:26498/40500 train_loss:1.5957 aux_loss:0.0027 train_time:19097791ms step_avg:721.00ms
step:26499/40500 train_loss:1.5389 aux_loss:0.0024 train_time:19098511ms step_avg:721.00ms
step:26500/40500 train_loss:1.5862 aux_loss:0.0026 train_time:19099232ms step_avg:721.00ms
step:26501/40500 train_loss:1.5728 aux_loss:0.0027 train_time:19099951ms step_avg:721.00ms
step:26502/40500 train_loss:1.6056 aux_loss:0.0027 train_time:19100671ms step_avg:721.00ms
step:26503/40500 train_loss:1.5497 aux_loss:0.0028 train_time:19101391ms step_avg:721.00ms
step:26504/40500 train_loss:1.5366 aux_loss:0.0026 train_time:19102110ms step_avg:721.00ms
step:26505/40500 train_loss:1.5949 aux_loss:0.0027 train_time:19102831ms step_avg:721.00ms
step:26506/40500 train_loss:1.5524 aux_loss:0.0032 train_time:19103552ms step_avg:721.00ms
step:26507/40500 train_loss:1.5535 aux_loss:0.0029 train_time:19104272ms step_avg:721.00ms
step:26508/40500 train_loss:1.5984 aux_loss:0.0027 train_time:19104995ms step_avg:721.00ms
step:26509/40500 train_loss:1.6366 aux_loss:0.0029 train_time:19105717ms step_avg:721.00ms
step:26510/40500 train_loss:1.5562 aux_loss:0.0027 train_time:19106437ms step_avg:721.00ms
step:26511/40500 train_loss:1.5970 aux_loss:0.0025 train_time:19107158ms step_avg:721.00ms
step:26512/40500 train_loss:1.6575 aux_loss:0.0027 train_time:19107882ms step_avg:721.00ms
step:26513/40500 train_loss:1.5478 aux_loss:0.0024 train_time:19108602ms step_avg:721.00ms
step:26514/40500 train_loss:1.6165 aux_loss:0.0025 train_time:19109321ms step_avg:721.00ms
step:26515/40500 train_loss:1.5556 aux_loss:0.0023 train_time:19110048ms step_avg:721.00ms
step:26516/40500 train_loss:1.5482 aux_loss:0.0025 train_time:19110769ms step_avg:721.00ms
step:26517/40500 train_loss:1.5661 aux_loss:0.0033 train_time:19111489ms step_avg:721.00ms
step:26518/40500 train_loss:1.5957 aux_loss:0.0026 train_time:19112210ms step_avg:721.00ms
step:26519/40500 train_loss:1.5927 aux_loss:0.0027 train_time:19112931ms step_avg:721.00ms
step:26520/40500 train_loss:1.5398 aux_loss:0.0029 train_time:19113653ms step_avg:721.00ms
step:26521/40500 train_loss:1.5404 aux_loss:0.0028 train_time:19114374ms step_avg:721.00ms
step:26522/40500 train_loss:1.5207 aux_loss:0.0029 train_time:19115095ms step_avg:721.00ms
step:26523/40500 train_loss:1.6027 aux_loss:0.0025 train_time:19115816ms step_avg:721.00ms
step:26524/40500 train_loss:1.6275 aux_loss:0.0026 train_time:19116537ms step_avg:721.00ms
step:26525/40500 train_loss:1.5407 aux_loss:0.0025 train_time:19117257ms step_avg:721.00ms
step:26526/40500 train_loss:1.6350 aux_loss:0.0027 train_time:19117979ms step_avg:721.00ms
step:26527/40500 train_loss:1.5944 aux_loss:0.0031 train_time:19118700ms step_avg:721.00ms
step:26528/40500 train_loss:1.5212 aux_loss:0.0027 train_time:19119421ms step_avg:721.00ms
step:26529/40500 train_loss:1.5941 aux_loss:0.0024 train_time:19120145ms step_avg:721.00ms
step:26530/40500 train_loss:1.5845 aux_loss:0.0028 train_time:19120866ms step_avg:721.00ms
step:26531/40500 train_loss:1.5276 aux_loss:0.0025 train_time:19121586ms step_avg:721.00ms
step:26532/40500 train_loss:1.6135 aux_loss:0.0024 train_time:19122307ms step_avg:721.00ms
step:26533/40500 train_loss:1.5999 aux_loss:0.0024 train_time:19123028ms step_avg:721.00ms
step:26534/40500 train_loss:1.5836 aux_loss:0.0034 train_time:19123749ms step_avg:721.00ms
step:26535/40500 train_loss:1.5949 aux_loss:0.0027 train_time:19124469ms step_avg:721.00ms
step:26536/40500 train_loss:1.5670 aux_loss:0.0025 train_time:19125192ms step_avg:721.00ms
step:26537/40500 train_loss:1.6104 aux_loss:0.0026 train_time:19125912ms step_avg:721.00ms
step:26538/40500 train_loss:1.5882 aux_loss:0.0025 train_time:19126635ms step_avg:721.00ms
step:26539/40500 train_loss:1.5869 aux_loss:0.0026 train_time:19127358ms step_avg:721.00ms
step:26540/40500 train_loss:1.5822 aux_loss:0.0026 train_time:19128078ms step_avg:721.00ms
step:26541/40500 train_loss:1.5460 aux_loss:0.0026 train_time:19128801ms step_avg:721.00ms
step:26542/40500 train_loss:1.4624 aux_loss:0.0024 train_time:19129522ms step_avg:721.00ms
step:26543/40500 train_loss:1.5658 aux_loss:0.0026 train_time:19130241ms step_avg:721.00ms
step:26544/40500 train_loss:1.5299 aux_loss:0.0023 train_time:19130962ms step_avg:721.00ms
step:26545/40500 train_loss:1.5366 aux_loss:0.0026 train_time:19131682ms step_avg:721.00ms
step:26546/40500 train_loss:1.6282 aux_loss:0.0025 train_time:19132403ms step_avg:721.00ms
step:26547/40500 train_loss:1.5989 aux_loss:0.0027 train_time:19133122ms step_avg:721.00ms
step:26548/40500 train_loss:1.5611 aux_loss:0.0027 train_time:19133842ms step_avg:721.00ms
step:26549/40500 train_loss:1.6024 aux_loss:0.0026 train_time:19134561ms step_avg:721.00ms
step:26550/40500 train_loss:1.5558 aux_loss:0.0025 train_time:19135281ms step_avg:721.00ms
step:26551/40500 train_loss:1.5830 aux_loss:0.0027 train_time:19136000ms step_avg:721.00ms
step:26552/40500 train_loss:1.5937 aux_loss:0.0026 train_time:19136721ms step_avg:721.00ms
step:26553/40500 train_loss:1.5656 aux_loss:0.0026 train_time:19137441ms step_avg:721.00ms
step:26554/40500 train_loss:1.6019 aux_loss:0.0028 train_time:19138161ms step_avg:721.00ms
step:26555/40500 train_loss:1.5802 aux_loss:0.0027 train_time:19138881ms step_avg:721.00ms
step:26556/40500 train_loss:1.5469 aux_loss:0.0026 train_time:19139601ms step_avg:721.00ms
step:26557/40500 train_loss:1.5630 aux_loss:0.0026 train_time:19140318ms step_avg:721.00ms
step:26558/40500 train_loss:1.5645 aux_loss:0.0025 train_time:19141039ms step_avg:721.00ms
step:26559/40500 train_loss:1.5536 aux_loss:0.0024 train_time:19141758ms step_avg:721.00ms
step:26560/40500 train_loss:1.5870 aux_loss:0.0026 train_time:19142478ms step_avg:721.00ms
step:26561/40500 train_loss:1.5586 aux_loss:0.0023 train_time:19143198ms step_avg:721.00ms
step:26562/40500 train_loss:1.5259 aux_loss:0.0025 train_time:19143918ms step_avg:721.00ms
step:26563/40500 train_loss:1.5304 aux_loss:0.0026 train_time:19144638ms step_avg:721.00ms
step:26564/40500 train_loss:1.5510 aux_loss:0.0026 train_time:19145357ms step_avg:721.00ms
step:26565/40500 train_loss:1.5011 aux_loss:0.0023 train_time:19146078ms step_avg:721.00ms
step:26566/40500 train_loss:1.6319 aux_loss:0.0026 train_time:19146799ms step_avg:721.00ms
step:26567/40500 train_loss:1.5464 aux_loss:0.0027 train_time:19147520ms step_avg:721.00ms
step:26568/40500 train_loss:1.5718 aux_loss:0.0025 train_time:19148240ms step_avg:721.00ms
step:26569/40500 train_loss:1.6213 aux_loss:0.0025 train_time:19148957ms step_avg:721.00ms
step:26570/40500 train_loss:1.5038 aux_loss:0.0025 train_time:19149676ms step_avg:721.00ms
step:26571/40500 train_loss:1.5827 aux_loss:0.0025 train_time:19150395ms step_avg:721.00ms
step:26572/40500 train_loss:1.5066 aux_loss:0.0029 train_time:19151115ms step_avg:721.00ms
step:26573/40500 train_loss:1.5731 aux_loss:0.0025 train_time:19151835ms step_avg:721.00ms
step:26574/40500 train_loss:1.5465 aux_loss:0.0027 train_time:19152557ms step_avg:721.00ms
step:26575/40500 train_loss:1.5446 aux_loss:0.0025 train_time:19153276ms step_avg:721.00ms
step:26576/40500 train_loss:1.6517 aux_loss:0.0026 train_time:19153997ms step_avg:721.00ms
step:26577/40500 train_loss:1.5988 aux_loss:0.0028 train_time:19154718ms step_avg:721.00ms
step:26578/40500 train_loss:1.5879 aux_loss:0.0029 train_time:19155440ms step_avg:721.00ms
step:26579/40500 train_loss:1.6229 aux_loss:0.0026 train_time:19156161ms step_avg:721.00ms
step:26580/40500 train_loss:1.5463 aux_loss:0.0026 train_time:19156880ms step_avg:721.00ms
step:26581/40500 train_loss:1.5921 aux_loss:0.0025 train_time:19157602ms step_avg:721.00ms
step:26582/40500 train_loss:1.5825 aux_loss:0.0023 train_time:19158326ms step_avg:721.00ms
step:26583/40500 train_loss:1.5490 aux_loss:0.0023 train_time:19159048ms step_avg:721.00ms
step:26584/40500 train_loss:1.5596 aux_loss:0.0024 train_time:19159772ms step_avg:721.00ms
step:26585/40500 train_loss:1.5042 aux_loss:0.0024 train_time:19160492ms step_avg:721.00ms
step:26586/40500 train_loss:1.5920 aux_loss:0.0025 train_time:19161213ms step_avg:721.00ms
step:26587/40500 train_loss:1.5626 aux_loss:0.0026 train_time:19161933ms step_avg:721.00ms
step:26588/40500 train_loss:1.5100 aux_loss:0.0025 train_time:19162652ms step_avg:721.00ms
step:26589/40500 train_loss:1.5766 aux_loss:0.0025 train_time:19163373ms step_avg:721.00ms
step:26590/40500 train_loss:1.5688 aux_loss:0.0027 train_time:19164092ms step_avg:721.00ms
step:26591/40500 train_loss:1.5915 aux_loss:0.0026 train_time:19164813ms step_avg:721.00ms
step:26592/40500 train_loss:1.5227 aux_loss:0.0028 train_time:19165534ms step_avg:721.00ms
step:26593/40500 train_loss:1.5796 aux_loss:0.0026 train_time:19166255ms step_avg:721.00ms
step:26594/40500 train_loss:1.5859 aux_loss:0.0028 train_time:19166975ms step_avg:721.00ms
step:26595/40500 train_loss:1.5091 aux_loss:0.0024 train_time:19167695ms step_avg:721.00ms
step:26596/40500 train_loss:1.5969 aux_loss:0.0026 train_time:19168417ms step_avg:721.00ms
step:26597/40500 train_loss:1.5813 aux_loss:0.0026 train_time:19169138ms step_avg:721.00ms
step:26598/40500 train_loss:1.6119 aux_loss:0.0026 train_time:19169858ms step_avg:721.00ms
step:26599/40500 train_loss:1.5663 aux_loss:0.0025 train_time:19170579ms step_avg:721.00ms
step:26600/40500 train_loss:1.5589 aux_loss:0.0027 train_time:19171303ms step_avg:721.00ms
step:26601/40500 train_loss:1.5326 aux_loss:0.0026 train_time:19172026ms step_avg:721.00ms
step:26602/40500 train_loss:1.5504 aux_loss:0.0025 train_time:19172748ms step_avg:721.00ms
step:26603/40500 train_loss:1.5469 aux_loss:0.0025 train_time:19173468ms step_avg:721.00ms
step:26604/40500 train_loss:1.5874 aux_loss:0.0025 train_time:19174191ms step_avg:721.00ms
step:26605/40500 train_loss:1.5893 aux_loss:0.0025 train_time:19174912ms step_avg:721.00ms
step:26606/40500 train_loss:1.5755 aux_loss:0.0028 train_time:19175631ms step_avg:721.00ms
step:26607/40500 train_loss:1.6125 aux_loss:0.0030 train_time:19176353ms step_avg:721.00ms
step:26608/40500 train_loss:1.5729 aux_loss:0.0025 train_time:19177074ms step_avg:721.00ms
step:26609/40500 train_loss:1.4668 aux_loss:0.0025 train_time:19177793ms step_avg:721.00ms
step:26610/40500 train_loss:1.6489 aux_loss:0.0026 train_time:19178513ms step_avg:721.00ms
step:26611/40500 train_loss:1.5232 aux_loss:0.0024 train_time:19179234ms step_avg:721.00ms
step:26612/40500 train_loss:1.6103 aux_loss:0.0025 train_time:19179956ms step_avg:721.00ms
step:26613/40500 train_loss:1.5863 aux_loss:0.0025 train_time:19180678ms step_avg:721.00ms
step:26614/40500 train_loss:1.5388 aux_loss:0.0026 train_time:19181401ms step_avg:721.00ms
step:26615/40500 train_loss:1.5321 aux_loss:0.0024 train_time:19182124ms step_avg:721.00ms
step:26616/40500 train_loss:1.5780 aux_loss:0.0024 train_time:19182847ms step_avg:721.00ms
step:26617/40500 train_loss:1.5206 aux_loss:0.0024 train_time:19183566ms step_avg:721.00ms
step:26618/40500 train_loss:1.5832 aux_loss:0.0026 train_time:19184285ms step_avg:721.00ms
step:26619/40500 train_loss:1.5938 aux_loss:0.0027 train_time:19185007ms step_avg:721.00ms
step:26620/40500 train_loss:1.6341 aux_loss:0.0025 train_time:19185727ms step_avg:721.00ms
step:26621/40500 train_loss:1.5676 aux_loss:0.0027 train_time:19186445ms step_avg:721.00ms
step:26622/40500 train_loss:1.5541 aux_loss:0.0027 train_time:19187166ms step_avg:721.00ms
step:26623/40500 train_loss:1.6272 aux_loss:0.0025 train_time:19187885ms step_avg:721.00ms
step:26624/40500 train_loss:1.5986 aux_loss:0.0024 train_time:19188605ms step_avg:721.00ms
step:26625/40500 train_loss:1.5449 aux_loss:0.0024 train_time:19189325ms step_avg:721.00ms
step:26626/40500 train_loss:1.5790 aux_loss:0.0025 train_time:19190045ms step_avg:721.00ms
step:26627/40500 train_loss:1.5459 aux_loss:0.0024 train_time:19190765ms step_avg:721.00ms
step:26628/40500 train_loss:1.5481 aux_loss:0.0025 train_time:19191485ms step_avg:721.00ms
step:26629/40500 train_loss:1.5272 aux_loss:0.0025 train_time:19192206ms step_avg:721.00ms
step:26630/40500 train_loss:1.5701 aux_loss:0.0026 train_time:19192924ms step_avg:721.00ms
step:26631/40500 train_loss:1.5908 aux_loss:0.0024 train_time:19193644ms step_avg:721.00ms
step:26632/40500 train_loss:1.5795 aux_loss:0.0024 train_time:19194363ms step_avg:721.00ms
step:26633/40500 train_loss:1.5628 aux_loss:0.0024 train_time:19195083ms step_avg:721.00ms
step:26634/40500 train_loss:1.5711 aux_loss:0.0027 train_time:19195804ms step_avg:721.00ms
step:26635/40500 train_loss:1.5730 aux_loss:0.0025 train_time:19196527ms step_avg:721.00ms
step:26636/40500 train_loss:1.6168 aux_loss:0.0026 train_time:19197245ms step_avg:721.00ms
step:26637/40500 train_loss:1.5854 aux_loss:0.0025 train_time:19197966ms step_avg:721.00ms
step:26638/40500 train_loss:1.6136 aux_loss:0.0025 train_time:19198687ms step_avg:721.00ms
step:26639/40500 train_loss:1.5873 aux_loss:0.0027 train_time:19199409ms step_avg:721.00ms
step:26640/40500 train_loss:1.5539 aux_loss:0.0031 train_time:19200129ms step_avg:721.00ms
step:26641/40500 train_loss:1.6251 aux_loss:0.0027 train_time:19200852ms step_avg:721.00ms
step:26642/40500 train_loss:1.6246 aux_loss:0.0028 train_time:19201574ms step_avg:721.00ms
step:26643/40500 train_loss:1.6140 aux_loss:0.0030 train_time:19202297ms step_avg:721.00ms
step:26644/40500 train_loss:1.5643 aux_loss:0.0024 train_time:19203019ms step_avg:721.00ms
step:26645/40500 train_loss:1.5131 aux_loss:0.0023 train_time:19203738ms step_avg:721.00ms
step:26646/40500 train_loss:1.6036 aux_loss:0.0023 train_time:19204460ms step_avg:721.00ms
step:26647/40500 train_loss:1.5839 aux_loss:0.0025 train_time:19205180ms step_avg:721.00ms
step:26648/40500 train_loss:1.5403 aux_loss:0.0025 train_time:19205900ms step_avg:721.00ms
step:26649/40500 train_loss:1.6434 aux_loss:0.0025 train_time:19206621ms step_avg:721.00ms
step:26650/40500 train_loss:1.5395 aux_loss:0.0025 train_time:19207342ms step_avg:721.00ms
step:26651/40500 train_loss:1.6276 aux_loss:0.0026 train_time:19208062ms step_avg:721.00ms
step:26652/40500 train_loss:1.5560 aux_loss:0.0026 train_time:19208782ms step_avg:721.00ms
step:26653/40500 train_loss:1.5721 aux_loss:0.0026 train_time:19209502ms step_avg:721.00ms
step:26654/40500 train_loss:1.5667 aux_loss:0.0027 train_time:19210221ms step_avg:721.00ms
step:26655/40500 train_loss:1.5712 aux_loss:0.0027 train_time:19210941ms step_avg:721.00ms
step:26656/40500 train_loss:1.5601 aux_loss:0.0026 train_time:19211660ms step_avg:721.00ms
step:26657/40500 train_loss:1.5859 aux_loss:0.0027 train_time:19212380ms step_avg:721.00ms
step:26658/40500 train_loss:1.5697 aux_loss:0.0027 train_time:19213098ms step_avg:721.00ms
step:26659/40500 train_loss:1.5275 aux_loss:0.0027 train_time:19213817ms step_avg:721.00ms
step:26660/40500 train_loss:1.5457 aux_loss:0.0026 train_time:19214538ms step_avg:721.00ms
step:26661/40500 train_loss:1.5948 aux_loss:0.0028 train_time:19215259ms step_avg:721.00ms
step:26662/40500 train_loss:1.6207 aux_loss:0.0026 train_time:19215977ms step_avg:721.00ms
step:26663/40500 train_loss:1.5895 aux_loss:0.0025 train_time:19216699ms step_avg:721.00ms
step:26664/40500 train_loss:1.6026 aux_loss:0.0025 train_time:19217417ms step_avg:721.00ms
step:26665/40500 train_loss:1.5689 aux_loss:0.0025 train_time:19218138ms step_avg:721.00ms
step:26666/40500 train_loss:1.5673 aux_loss:0.0028 train_time:19218858ms step_avg:721.00ms
step:26667/40500 train_loss:1.5402 aux_loss:0.0026 train_time:19219580ms step_avg:721.00ms
step:26668/40500 train_loss:1.6201 aux_loss:0.0034 train_time:19220302ms step_avg:721.00ms
step:26669/40500 train_loss:1.5312 aux_loss:0.0024 train_time:19221023ms step_avg:721.00ms
step:26670/40500 train_loss:1.5519 aux_loss:0.0027 train_time:19221743ms step_avg:721.00ms
step:26671/40500 train_loss:1.5946 aux_loss:0.0025 train_time:19222466ms step_avg:721.00ms
step:26672/40500 train_loss:1.5241 aux_loss:0.0024 train_time:19223186ms step_avg:721.00ms
step:26673/40500 train_loss:1.6063 aux_loss:0.0025 train_time:19223909ms step_avg:721.00ms
step:26674/40500 train_loss:1.5411 aux_loss:0.0026 train_time:19224631ms step_avg:721.00ms
step:26675/40500 train_loss:1.5864 aux_loss:0.0026 train_time:19225354ms step_avg:721.00ms
step:26676/40500 train_loss:1.5932 aux_loss:0.0025 train_time:19226075ms step_avg:721.00ms
step:26677/40500 train_loss:1.5943 aux_loss:0.0027 train_time:19226795ms step_avg:721.00ms
step:26678/40500 train_loss:1.5863 aux_loss:0.0026 train_time:19227516ms step_avg:721.00ms
step:26679/40500 train_loss:1.6260 aux_loss:0.0027 train_time:19228237ms step_avg:721.00ms
step:26680/40500 train_loss:1.6022 aux_loss:0.0027 train_time:19228957ms step_avg:721.00ms
step:26681/40500 train_loss:1.6022 aux_loss:0.0026 train_time:19229678ms step_avg:721.00ms
step:26682/40500 train_loss:1.5290 aux_loss:0.0025 train_time:19230400ms step_avg:721.00ms
step:26683/40500 train_loss:1.5872 aux_loss:0.0027 train_time:19231121ms step_avg:721.00ms
step:26684/40500 train_loss:1.5881 aux_loss:0.0028 train_time:19231841ms step_avg:721.00ms
step:26685/40500 train_loss:1.5583 aux_loss:0.0027 train_time:19232565ms step_avg:721.00ms
step:26686/40500 train_loss:1.5746 aux_loss:0.0027 train_time:19233285ms step_avg:721.00ms
step:26687/40500 train_loss:1.5509 aux_loss:0.0026 train_time:19234007ms step_avg:721.00ms
step:26688/40500 train_loss:1.5572 aux_loss:0.0028 train_time:19234730ms step_avg:721.00ms
step:26689/40500 train_loss:1.5678 aux_loss:0.0027 train_time:19235451ms step_avg:721.00ms
step:26690/40500 train_loss:1.5651 aux_loss:0.0025 train_time:19236171ms step_avg:721.00ms
step:26691/40500 train_loss:1.5593 aux_loss:0.0027 train_time:19236892ms step_avg:721.00ms
step:26692/40500 train_loss:1.6605 aux_loss:0.0029 train_time:19237611ms step_avg:721.00ms
step:26693/40500 train_loss:1.6061 aux_loss:0.0027 train_time:19238331ms step_avg:721.00ms
step:26694/40500 train_loss:1.6018 aux_loss:0.0025 train_time:19239052ms step_avg:721.00ms
step:26695/40500 train_loss:1.5731 aux_loss:0.0027 train_time:19239773ms step_avg:721.00ms
step:26696/40500 train_loss:1.5587 aux_loss:0.0025 train_time:19240492ms step_avg:721.00ms
step:26697/40500 train_loss:1.5315 aux_loss:0.0026 train_time:19241212ms step_avg:721.00ms
step:26698/40500 train_loss:1.5579 aux_loss:0.0026 train_time:19241931ms step_avg:721.00ms
step:26699/40500 train_loss:1.5982 aux_loss:0.0026 train_time:19242650ms step_avg:721.00ms
step:26700/40500 train_loss:1.5832 aux_loss:0.0026 train_time:19243370ms step_avg:721.00ms
step:26701/40500 train_loss:1.5937 aux_loss:0.0025 train_time:19244091ms step_avg:721.00ms
step:26702/40500 train_loss:1.6148 aux_loss:0.0026 train_time:19244810ms step_avg:721.00ms
step:26703/40500 train_loss:1.5763 aux_loss:0.0023 train_time:19245530ms step_avg:721.00ms
step:26704/40500 train_loss:1.6241 aux_loss:0.0025 train_time:19246249ms step_avg:721.00ms
step:26705/40500 train_loss:1.5554 aux_loss:0.0026 train_time:19246969ms step_avg:721.00ms
step:26706/40500 train_loss:1.6010 aux_loss:0.0026 train_time:19247690ms step_avg:721.00ms
step:26707/40500 train_loss:1.6228 aux_loss:0.0026 train_time:19248409ms step_avg:721.00ms
step:26708/40500 train_loss:1.6044 aux_loss:0.0027 train_time:19249130ms step_avg:721.00ms
step:26709/40500 train_loss:1.5507 aux_loss:0.0026 train_time:19249852ms step_avg:721.00ms
step:26710/40500 train_loss:1.5603 aux_loss:0.0025 train_time:19250572ms step_avg:721.00ms
step:26711/40500 train_loss:1.6042 aux_loss:0.0024 train_time:19251291ms step_avg:721.00ms
step:26712/40500 train_loss:1.5303 aux_loss:0.0024 train_time:19252011ms step_avg:721.00ms
step:26713/40500 train_loss:1.5786 aux_loss:0.0025 train_time:19252728ms step_avg:720.99ms
step:26714/40500 train_loss:1.5074 aux_loss:0.0025 train_time:19253448ms step_avg:720.99ms
step:26715/40500 train_loss:1.5338 aux_loss:0.0025 train_time:19254172ms step_avg:721.00ms
step:26716/40500 train_loss:1.5681 aux_loss:0.0027 train_time:19254892ms step_avg:720.99ms
step:26717/40500 train_loss:1.6012 aux_loss:0.0032 train_time:19255610ms step_avg:720.99ms
step:26718/40500 train_loss:1.5808 aux_loss:0.0026 train_time:19256332ms step_avg:720.99ms
step:26719/40500 train_loss:1.5866 aux_loss:0.0023 train_time:19257054ms step_avg:720.99ms
step:26720/40500 train_loss:1.6242 aux_loss:0.0025 train_time:19257770ms step_avg:720.99ms
step:26721/40500 train_loss:1.5083 aux_loss:0.0024 train_time:19258492ms step_avg:720.99ms
step:26722/40500 train_loss:1.4998 aux_loss:0.0027 train_time:19259216ms step_avg:720.99ms
step:26723/40500 train_loss:1.5832 aux_loss:0.0024 train_time:19259935ms step_avg:720.99ms
step:26724/40500 train_loss:1.5784 aux_loss:0.0026 train_time:19260655ms step_avg:720.99ms
step:26725/40500 train_loss:1.5721 aux_loss:0.0025 train_time:19261380ms step_avg:720.99ms
step:26726/40500 train_loss:1.5824 aux_loss:0.0027 train_time:19262102ms step_avg:720.99ms
step:26727/40500 train_loss:1.6195 aux_loss:0.0026 train_time:19262822ms step_avg:720.99ms
step:26728/40500 train_loss:1.5727 aux_loss:0.0026 train_time:19263544ms step_avg:720.99ms
step:26729/40500 train_loss:1.5841 aux_loss:0.0024 train_time:19264265ms step_avg:720.99ms
step:26730/40500 train_loss:1.5581 aux_loss:0.0024 train_time:19264984ms step_avg:720.99ms
step:26731/40500 train_loss:1.5554 aux_loss:0.0024 train_time:19265705ms step_avg:720.99ms
step:26732/40500 train_loss:1.5150 aux_loss:0.0023 train_time:19266424ms step_avg:720.99ms
step:26733/40500 train_loss:1.5632 aux_loss:0.0026 train_time:19267145ms step_avg:720.99ms
step:26734/40500 train_loss:1.5719 aux_loss:0.0028 train_time:19267865ms step_avg:720.99ms
step:26735/40500 train_loss:1.5429 aux_loss:0.0027 train_time:19268585ms step_avg:720.99ms
step:26736/40500 train_loss:1.5338 aux_loss:0.0026 train_time:19269306ms step_avg:720.99ms
step:26737/40500 train_loss:1.5750 aux_loss:0.0026 train_time:19270024ms step_avg:720.99ms
step:26738/40500 train_loss:1.5606 aux_loss:0.0024 train_time:19270743ms step_avg:720.99ms
step:26739/40500 train_loss:1.6143 aux_loss:0.0027 train_time:19271462ms step_avg:720.99ms
step:26740/40500 train_loss:1.6352 aux_loss:0.0024 train_time:19272184ms step_avg:720.99ms
step:26741/40500 train_loss:1.5434 aux_loss:0.0023 train_time:19272901ms step_avg:720.99ms
step:26742/40500 train_loss:1.5513 aux_loss:0.0025 train_time:19273621ms step_avg:720.99ms
step:26743/40500 train_loss:1.5877 aux_loss:0.0026 train_time:19274341ms step_avg:720.99ms
step:26744/40500 train_loss:1.5067 aux_loss:0.0026 train_time:19275060ms step_avg:720.99ms
step:26745/40500 train_loss:1.5691 aux_loss:0.0025 train_time:19275779ms step_avg:720.99ms
step:26746/40500 train_loss:1.5693 aux_loss:0.0025 train_time:19276498ms step_avg:720.99ms
step:26747/40500 train_loss:1.5681 aux_loss:0.0024 train_time:19277218ms step_avg:720.99ms
step:26748/40500 train_loss:1.5487 aux_loss:0.0025 train_time:19277939ms step_avg:720.99ms
step:26749/40500 train_loss:1.5369 aux_loss:0.0032 train_time:19278659ms step_avg:720.99ms
step:26750/40500 train_loss:1.5616 aux_loss:0.0026 train_time:19279379ms step_avg:720.99ms
step:26751/40500 train_loss:1.6373 aux_loss:0.0025 train_time:19280101ms step_avg:720.99ms
step:26752/40500 train_loss:1.5504 aux_loss:0.0025 train_time:19280822ms step_avg:720.99ms
step:26753/40500 train_loss:1.5413 aux_loss:0.0024 train_time:19281542ms step_avg:720.99ms
step:26754/40500 train_loss:1.5032 aux_loss:0.0024 train_time:19282261ms step_avg:720.99ms
step:26755/40500 train_loss:1.5737 aux_loss:0.0026 train_time:19282979ms step_avg:720.99ms
step:26756/40500 train_loss:1.5326 aux_loss:0.0026 train_time:19283699ms step_avg:720.99ms
step:26757/40500 train_loss:1.5613 aux_loss:0.0031 train_time:19284418ms step_avg:720.99ms
step:26758/40500 train_loss:1.5795 aux_loss:0.0026 train_time:19285137ms step_avg:720.99ms
step:26759/40500 train_loss:1.6153 aux_loss:0.0025 train_time:19285858ms step_avg:720.99ms
step:26760/40500 train_loss:1.6714 aux_loss:0.0026 train_time:19286577ms step_avg:720.99ms
step:26761/40500 train_loss:1.5932 aux_loss:0.0022 train_time:19287298ms step_avg:720.99ms
step:26762/40500 train_loss:1.5329 aux_loss:0.0023 train_time:19288018ms step_avg:720.99ms
step:26763/40500 train_loss:1.5213 aux_loss:0.0026 train_time:19288738ms step_avg:720.99ms
step:26764/40500 train_loss:1.5972 aux_loss:0.0028 train_time:19289459ms step_avg:720.99ms
step:26765/40500 train_loss:1.5333 aux_loss:0.0027 train_time:19290178ms step_avg:720.99ms
step:26766/40500 train_loss:1.5839 aux_loss:0.0027 train_time:19290898ms step_avg:720.99ms
step:26767/40500 train_loss:1.5664 aux_loss:0.0026 train_time:19291618ms step_avg:720.99ms
step:26768/40500 train_loss:1.5260 aux_loss:0.0025 train_time:19292336ms step_avg:720.99ms
step:26769/40500 train_loss:1.5482 aux_loss:0.0025 train_time:19293056ms step_avg:720.99ms
step:26770/40500 train_loss:1.6090 aux_loss:0.0025 train_time:19293776ms step_avg:720.99ms
step:26771/40500 train_loss:1.5782 aux_loss:0.0024 train_time:19294494ms step_avg:720.99ms
step:26772/40500 train_loss:1.5981 aux_loss:0.0025 train_time:19295217ms step_avg:720.99ms
step:26773/40500 train_loss:1.5387 aux_loss:0.0025 train_time:19295935ms step_avg:720.99ms
step:26774/40500 train_loss:1.6076 aux_loss:0.0026 train_time:19296657ms step_avg:720.99ms
step:26775/40500 train_loss:1.5454 aux_loss:0.0028 train_time:19297379ms step_avg:720.99ms
step:26776/40500 train_loss:1.5484 aux_loss:0.0025 train_time:19298099ms step_avg:720.99ms
step:26777/40500 train_loss:1.5824 aux_loss:0.0025 train_time:19298819ms step_avg:720.99ms
step:26778/40500 train_loss:1.6035 aux_loss:0.0026 train_time:19299539ms step_avg:720.99ms
step:26779/40500 train_loss:1.5505 aux_loss:0.0025 train_time:19300260ms step_avg:720.99ms
step:26780/40500 train_loss:1.5366 aux_loss:0.0029 train_time:19300980ms step_avg:720.99ms
step:26781/40500 train_loss:1.5679 aux_loss:0.0030 train_time:19301701ms step_avg:720.99ms
step:26782/40500 train_loss:1.5743 aux_loss:0.0025 train_time:19302424ms step_avg:720.99ms
step:26783/40500 train_loss:1.5540 aux_loss:0.0024 train_time:19303146ms step_avg:720.99ms
step:26784/40500 train_loss:1.5296 aux_loss:0.0026 train_time:19303867ms step_avg:720.99ms
step:26785/40500 train_loss:1.6116 aux_loss:0.0027 train_time:19304590ms step_avg:720.99ms
step:26786/40500 train_loss:1.5535 aux_loss:0.0029 train_time:19305310ms step_avg:720.99ms
step:26787/40500 train_loss:1.6022 aux_loss:0.0025 train_time:19306029ms step_avg:720.99ms
step:26788/40500 train_loss:1.5469 aux_loss:0.0025 train_time:19306752ms step_avg:720.99ms
step:26789/40500 train_loss:1.5234 aux_loss:0.0024 train_time:19307471ms step_avg:720.99ms
step:26790/40500 train_loss:1.5679 aux_loss:0.0025 train_time:19308191ms step_avg:720.99ms
step:26791/40500 train_loss:1.5657 aux_loss:0.0026 train_time:19308912ms step_avg:720.99ms
step:26792/40500 train_loss:1.5691 aux_loss:0.0026 train_time:19309632ms step_avg:720.99ms
step:26793/40500 train_loss:1.5605 aux_loss:0.0024 train_time:19310351ms step_avg:720.99ms
step:26794/40500 train_loss:1.5982 aux_loss:0.0025 train_time:19311070ms step_avg:720.99ms
step:26795/40500 train_loss:1.5600 aux_loss:0.0028 train_time:19311791ms step_avg:720.99ms
step:26796/40500 train_loss:1.6000 aux_loss:0.0025 train_time:19312511ms step_avg:720.99ms
step:26797/40500 train_loss:1.5705 aux_loss:0.0024 train_time:19313232ms step_avg:720.99ms
step:26798/40500 train_loss:1.5989 aux_loss:0.0026 train_time:19313953ms step_avg:720.99ms
step:26799/40500 train_loss:1.5548 aux_loss:0.0024 train_time:19314670ms step_avg:720.99ms
step:26800/40500 train_loss:1.5570 aux_loss:0.0025 train_time:19315389ms step_avg:720.99ms
step:26801/40500 train_loss:1.6027 aux_loss:0.0025 train_time:19316109ms step_avg:720.99ms
step:26802/40500 train_loss:1.5917 aux_loss:0.0025 train_time:19316828ms step_avg:720.99ms
step:26803/40500 train_loss:1.5362 aux_loss:0.0026 train_time:19317549ms step_avg:720.99ms
step:26804/40500 train_loss:1.5487 aux_loss:0.0024 train_time:19318269ms step_avg:720.99ms
step:26805/40500 train_loss:1.5049 aux_loss:0.0026 train_time:19318989ms step_avg:720.99ms
step:26806/40500 train_loss:1.5993 aux_loss:0.0025 train_time:19319708ms step_avg:720.99ms
step:26807/40500 train_loss:1.6244 aux_loss:0.0024 train_time:19320428ms step_avg:720.99ms
step:26808/40500 train_loss:1.5095 aux_loss:0.0025 train_time:19321149ms step_avg:720.99ms
step:26809/40500 train_loss:1.5718 aux_loss:0.0024 train_time:19321867ms step_avg:720.99ms
step:26810/40500 train_loss:1.5997 aux_loss:0.0028 train_time:19322588ms step_avg:720.99ms
step:26811/40500 train_loss:1.5734 aux_loss:0.0026 train_time:19323309ms step_avg:720.99ms
step:26812/40500 train_loss:1.5466 aux_loss:0.0026 train_time:19324028ms step_avg:720.99ms
step:26813/40500 train_loss:1.5731 aux_loss:0.0025 train_time:19324748ms step_avg:720.99ms
step:26814/40500 train_loss:1.5555 aux_loss:0.0060 train_time:19325468ms step_avg:720.99ms
step:26815/40500 train_loss:1.5889 aux_loss:0.0024 train_time:19326187ms step_avg:720.99ms
step:26816/40500 train_loss:1.6093 aux_loss:0.0029 train_time:19326908ms step_avg:720.99ms
step:26817/40500 train_loss:1.5760 aux_loss:0.0024 train_time:19327627ms step_avg:720.99ms
step:26818/40500 train_loss:1.5593 aux_loss:0.0024 train_time:19328348ms step_avg:720.99ms
step:26819/40500 train_loss:1.5791 aux_loss:0.0026 train_time:19329069ms step_avg:720.99ms
step:26820/40500 train_loss:1.5650 aux_loss:0.0027 train_time:19329789ms step_avg:720.99ms
step:26821/40500 train_loss:1.5811 aux_loss:0.0039 train_time:19330511ms step_avg:720.99ms
step:26822/40500 train_loss:1.5741 aux_loss:0.0026 train_time:19331230ms step_avg:720.99ms
step:26823/40500 train_loss:1.5704 aux_loss:0.0024 train_time:19331951ms step_avg:720.99ms
step:26824/40500 train_loss:1.5321 aux_loss:0.0023 train_time:19332671ms step_avg:720.99ms
step:26825/40500 train_loss:1.5545 aux_loss:0.0025 train_time:19333391ms step_avg:720.99ms
step:26826/40500 train_loss:1.5152 aux_loss:0.0026 train_time:19334114ms step_avg:720.99ms
step:26827/40500 train_loss:1.5439 aux_loss:0.0026 train_time:19334835ms step_avg:720.99ms
step:26828/40500 train_loss:1.5198 aux_loss:0.0025 train_time:19335559ms step_avg:720.99ms
step:26829/40500 train_loss:1.5397 aux_loss:0.0028 train_time:19336281ms step_avg:720.99ms
step:26830/40500 train_loss:1.5812 aux_loss:0.0026 train_time:19337003ms step_avg:720.99ms
step:26831/40500 train_loss:1.5572 aux_loss:0.0025 train_time:19337721ms step_avg:720.99ms
step:26832/40500 train_loss:1.5647 aux_loss:0.0027 train_time:19338443ms step_avg:720.99ms
step:26833/40500 train_loss:1.5357 aux_loss:0.0025 train_time:19339164ms step_avg:720.99ms
step:26834/40500 train_loss:1.5468 aux_loss:0.0025 train_time:19339883ms step_avg:720.99ms
step:26835/40500 train_loss:1.5838 aux_loss:0.0025 train_time:19340603ms step_avg:720.99ms
step:26836/40500 train_loss:1.6208 aux_loss:0.0028 train_time:19341325ms step_avg:720.99ms
step:26837/40500 train_loss:1.5426 aux_loss:0.0026 train_time:19342043ms step_avg:720.99ms
step:26838/40500 train_loss:1.5599 aux_loss:0.0027 train_time:19342763ms step_avg:720.99ms
step:26839/40500 train_loss:1.5716 aux_loss:0.0025 train_time:19343483ms step_avg:720.99ms
step:26840/40500 train_loss:1.5794 aux_loss:0.0028 train_time:19344202ms step_avg:720.99ms
step:26841/40500 train_loss:1.6031 aux_loss:0.0027 train_time:19344922ms step_avg:720.99ms
step:26842/40500 train_loss:1.6021 aux_loss:0.0026 train_time:19345641ms step_avg:720.99ms
step:26843/40500 train_loss:1.5633 aux_loss:0.0026 train_time:19346360ms step_avg:720.99ms
step:26844/40500 train_loss:1.5805 aux_loss:0.0025 train_time:19347080ms step_avg:720.99ms
step:26845/40500 train_loss:1.4824 aux_loss:0.0028 train_time:19347802ms step_avg:720.99ms
step:26846/40500 train_loss:1.6101 aux_loss:0.0025 train_time:19348522ms step_avg:720.99ms
step:26847/40500 train_loss:1.5923 aux_loss:0.0029 train_time:19349241ms step_avg:720.99ms
step:26848/40500 train_loss:1.5431 aux_loss:0.0028 train_time:19349960ms step_avg:720.99ms
step:26849/40500 train_loss:1.5330 aux_loss:0.0028 train_time:19350680ms step_avg:720.99ms
step:26850/40500 train_loss:1.5561 aux_loss:0.0025 train_time:19351401ms step_avg:720.99ms
step:26851/40500 train_loss:1.5564 aux_loss:0.0028 train_time:19352120ms step_avg:720.99ms
step:26852/40500 train_loss:1.5377 aux_loss:0.0025 train_time:19352839ms step_avg:720.99ms
step:26853/40500 train_loss:1.5924 aux_loss:0.0029 train_time:19353560ms step_avg:720.99ms
step:26854/40500 train_loss:1.5500 aux_loss:0.0026 train_time:19354282ms step_avg:720.99ms
step:26855/40500 train_loss:1.5289 aux_loss:0.0026 train_time:19355001ms step_avg:720.99ms
step:26856/40500 train_loss:1.5286 aux_loss:0.0026 train_time:19355721ms step_avg:720.99ms
step:26857/40500 train_loss:1.6027 aux_loss:0.0027 train_time:19356442ms step_avg:720.99ms
step:26858/40500 train_loss:1.5467 aux_loss:0.0025 train_time:19357161ms step_avg:720.99ms
step:26859/40500 train_loss:1.6161 aux_loss:0.0026 train_time:19357882ms step_avg:720.99ms
step:26860/40500 train_loss:1.5517 aux_loss:0.0025 train_time:19358602ms step_avg:720.99ms
step:26861/40500 train_loss:1.5756 aux_loss:0.0023 train_time:19359323ms step_avg:720.99ms
step:26862/40500 train_loss:1.5929 aux_loss:0.0024 train_time:19360044ms step_avg:720.99ms
step:26863/40500 train_loss:1.6073 aux_loss:0.0026 train_time:19360764ms step_avg:720.99ms
step:26864/40500 train_loss:1.5918 aux_loss:0.0027 train_time:19361482ms step_avg:720.99ms
step:26865/40500 train_loss:1.5700 aux_loss:0.0034 train_time:19362203ms step_avg:720.99ms
step:26866/40500 train_loss:1.5550 aux_loss:0.0026 train_time:19362924ms step_avg:720.99ms
step:26867/40500 train_loss:1.6153 aux_loss:0.0028 train_time:19363646ms step_avg:720.99ms
step:26868/40500 train_loss:1.5434 aux_loss:0.0028 train_time:19364367ms step_avg:720.99ms
step:26869/40500 train_loss:1.5410 aux_loss:0.0027 train_time:19365090ms step_avg:720.99ms
step:26870/40500 train_loss:1.5533 aux_loss:0.0028 train_time:19365812ms step_avg:720.99ms
step:26871/40500 train_loss:1.5569 aux_loss:0.0026 train_time:19366535ms step_avg:720.99ms
step:26872/40500 train_loss:1.5736 aux_loss:0.0028 train_time:19367255ms step_avg:720.99ms
step:26873/40500 train_loss:1.5353 aux_loss:0.0024 train_time:19367975ms step_avg:720.99ms
step:26874/40500 train_loss:1.5960 aux_loss:0.0025 train_time:19368695ms step_avg:720.99ms
step:26875/40500 train_loss:1.5546 aux_loss:0.0028 train_time:19369414ms step_avg:720.99ms
step:26876/40500 train_loss:1.6046 aux_loss:0.0025 train_time:19370134ms step_avg:720.99ms
step:26877/40500 train_loss:1.6050 aux_loss:0.0025 train_time:19370854ms step_avg:720.99ms
step:26878/40500 train_loss:1.5930 aux_loss:0.0025 train_time:19371574ms step_avg:720.99ms
step:26879/40500 train_loss:1.5950 aux_loss:0.0026 train_time:19372295ms step_avg:720.99ms
step:26880/40500 train_loss:1.6111 aux_loss:0.0026 train_time:19373015ms step_avg:720.99ms
step:26881/40500 train_loss:1.6059 aux_loss:0.0026 train_time:19373734ms step_avg:720.99ms
step:26882/40500 train_loss:1.6028 aux_loss:0.0024 train_time:19374453ms step_avg:720.99ms
step:26883/40500 train_loss:1.5859 aux_loss:0.0024 train_time:19375173ms step_avg:720.99ms
step:26884/40500 train_loss:1.5538 aux_loss:0.0030 train_time:19375892ms step_avg:720.99ms
step:26885/40500 train_loss:1.5888 aux_loss:0.0027 train_time:19376612ms step_avg:720.99ms
step:26886/40500 train_loss:1.5693 aux_loss:0.0025 train_time:19377333ms step_avg:720.99ms
step:26887/40500 train_loss:1.5619 aux_loss:0.0026 train_time:19378053ms step_avg:720.99ms
step:26888/40500 train_loss:1.5788 aux_loss:0.0026 train_time:19378772ms step_avg:720.99ms
step:26889/40500 train_loss:1.5592 aux_loss:0.0025 train_time:19379491ms step_avg:720.99ms
step:26890/40500 train_loss:1.5263 aux_loss:0.0024 train_time:19380212ms step_avg:720.99ms
step:26891/40500 train_loss:1.5725 aux_loss:0.0025 train_time:19380930ms step_avg:720.99ms
step:26892/40500 train_loss:1.5617 aux_loss:0.0026 train_time:19381651ms step_avg:720.99ms
step:26893/40500 train_loss:1.6698 aux_loss:0.0027 train_time:19382373ms step_avg:720.99ms
step:26894/40500 train_loss:1.6817 aux_loss:0.0026 train_time:19383092ms step_avg:720.99ms
step:26895/40500 train_loss:1.6557 aux_loss:0.0025 train_time:19383810ms step_avg:720.99ms
step:26896/40500 train_loss:1.6025 aux_loss:0.0024 train_time:19384530ms step_avg:720.99ms
step:26897/40500 train_loss:1.5339 aux_loss:0.0024 train_time:19385252ms step_avg:720.99ms
step:26898/40500 train_loss:1.5533 aux_loss:0.0025 train_time:19385971ms step_avg:720.99ms
step:26899/40500 train_loss:1.5857 aux_loss:0.0029 train_time:19386692ms step_avg:720.99ms
step:26900/40500 train_loss:1.5841 aux_loss:0.0027 train_time:19387413ms step_avg:720.99ms
step:26901/40500 train_loss:1.5997 aux_loss:0.0027 train_time:19388133ms step_avg:720.99ms
step:26902/40500 train_loss:1.5997 aux_loss:0.0030 train_time:19388853ms step_avg:720.99ms
step:26903/40500 train_loss:1.5892 aux_loss:0.0030 train_time:19389575ms step_avg:720.99ms
step:26904/40500 train_loss:1.6017 aux_loss:0.0029 train_time:19390294ms step_avg:720.99ms
step:26905/40500 train_loss:1.5764 aux_loss:0.0027 train_time:19391012ms step_avg:720.99ms
step:26906/40500 train_loss:1.5681 aux_loss:0.0025 train_time:19391733ms step_avg:720.99ms
step:26907/40500 train_loss:1.6182 aux_loss:0.0025 train_time:19392454ms step_avg:720.99ms
step:26908/40500 train_loss:1.5095 aux_loss:0.0025 train_time:19393175ms step_avg:720.99ms
step:26909/40500 train_loss:1.5273 aux_loss:0.0028 train_time:19393895ms step_avg:720.99ms
step:26910/40500 train_loss:1.5549 aux_loss:0.0026 train_time:19394619ms step_avg:720.99ms
step:26911/40500 train_loss:1.5339 aux_loss:0.0026 train_time:19395339ms step_avg:720.99ms
step:26912/40500 train_loss:1.6605 aux_loss:0.0025 train_time:19396058ms step_avg:720.99ms
step:26913/40500 train_loss:1.5760 aux_loss:0.0026 train_time:19396781ms step_avg:720.99ms
step:26914/40500 train_loss:1.5833 aux_loss:0.0025 train_time:19397505ms step_avg:720.99ms
step:26915/40500 train_loss:1.5805 aux_loss:0.0025 train_time:19398226ms step_avg:720.99ms
step:26916/40500 train_loss:1.5795 aux_loss:0.0025 train_time:19398944ms step_avg:720.99ms
step:26917/40500 train_loss:1.5612 aux_loss:0.0027 train_time:19399666ms step_avg:720.99ms
step:26918/40500 train_loss:1.5768 aux_loss:0.0023 train_time:19400385ms step_avg:720.99ms
step:26919/40500 train_loss:1.5518 aux_loss:0.0027 train_time:19401105ms step_avg:720.99ms
step:26920/40500 train_loss:1.5873 aux_loss:0.0025 train_time:19401827ms step_avg:720.99ms
step:26921/40500 train_loss:1.5495 aux_loss:0.0024 train_time:19402546ms step_avg:720.99ms
step:26922/40500 train_loss:1.4910 aux_loss:0.0024 train_time:19403266ms step_avg:720.99ms
step:26923/40500 train_loss:1.5894 aux_loss:0.0025 train_time:19403986ms step_avg:720.99ms
step:26924/40500 train_loss:1.5664 aux_loss:0.0027 train_time:19404705ms step_avg:720.99ms
step:26925/40500 train_loss:1.5946 aux_loss:0.0027 train_time:19405424ms step_avg:720.99ms
step:26926/40500 train_loss:1.5705 aux_loss:0.0026 train_time:19406144ms step_avg:720.99ms
step:26927/40500 train_loss:1.5726 aux_loss:0.0027 train_time:19406864ms step_avg:720.99ms
step:26928/40500 train_loss:1.6104 aux_loss:0.0025 train_time:19407585ms step_avg:720.99ms
step:26929/40500 train_loss:1.5393 aux_loss:0.0024 train_time:19408305ms step_avg:720.99ms
step:26930/40500 train_loss:1.5332 aux_loss:0.0025 train_time:19409024ms step_avg:720.99ms
step:26931/40500 train_loss:1.5340 aux_loss:0.0025 train_time:19409746ms step_avg:720.99ms
step:26932/40500 train_loss:1.5631 aux_loss:0.0026 train_time:19410467ms step_avg:720.99ms
step:26933/40500 train_loss:1.5149 aux_loss:0.0025 train_time:19411188ms step_avg:720.99ms
step:26934/40500 train_loss:1.5718 aux_loss:0.0027 train_time:19411909ms step_avg:720.99ms
step:26935/40500 train_loss:1.6151 aux_loss:0.0027 train_time:19412631ms step_avg:720.99ms
step:26936/40500 train_loss:1.6017 aux_loss:0.0028 train_time:19413352ms step_avg:720.99ms
step:26937/40500 train_loss:1.5907 aux_loss:0.0026 train_time:19414073ms step_avg:720.99ms
step:26938/40500 train_loss:1.6214 aux_loss:0.0027 train_time:19414795ms step_avg:720.99ms
step:26939/40500 train_loss:1.5666 aux_loss:0.0025 train_time:19415515ms step_avg:720.99ms
step:26940/40500 train_loss:1.5696 aux_loss:0.0025 train_time:19416237ms step_avg:720.99ms
step:26941/40500 train_loss:1.5838 aux_loss:0.0025 train_time:19416959ms step_avg:720.99ms
step:26942/40500 train_loss:1.5956 aux_loss:0.0028 train_time:19417679ms step_avg:720.99ms
step:26943/40500 train_loss:1.6025 aux_loss:0.0026 train_time:19418399ms step_avg:720.99ms
step:26944/40500 train_loss:1.5308 aux_loss:0.0032 train_time:19419119ms step_avg:720.99ms
step:26945/40500 train_loss:1.5233 aux_loss:0.0026 train_time:19419838ms step_avg:720.99ms
step:26946/40500 train_loss:1.5619 aux_loss:0.0025 train_time:19420559ms step_avg:720.99ms
step:26947/40500 train_loss:1.5946 aux_loss:0.0027 train_time:19421279ms step_avg:720.99ms
step:26948/40500 train_loss:1.5969 aux_loss:0.0027 train_time:19422000ms step_avg:720.99ms
step:26949/40500 train_loss:1.6158 aux_loss:0.0028 train_time:19422720ms step_avg:720.99ms
step:26950/40500 train_loss:1.5484 aux_loss:0.0027 train_time:19423439ms step_avg:720.99ms
step:26951/40500 train_loss:1.5479 aux_loss:0.0023 train_time:19424160ms step_avg:720.99ms
step:26952/40500 train_loss:1.5775 aux_loss:0.0023 train_time:19424879ms step_avg:720.99ms
step:26953/40500 train_loss:1.5309 aux_loss:0.0028 train_time:19425599ms step_avg:720.99ms
step:26954/40500 train_loss:1.5934 aux_loss:0.0026 train_time:19426320ms step_avg:720.99ms
step:26955/40500 train_loss:1.5852 aux_loss:0.0024 train_time:19427040ms step_avg:720.99ms
step:26956/40500 train_loss:1.5484 aux_loss:0.0029 train_time:19427759ms step_avg:720.99ms
step:26957/40500 train_loss:1.5537 aux_loss:0.0026 train_time:19428480ms step_avg:720.99ms
step:26958/40500 train_loss:1.6467 aux_loss:0.0026 train_time:19429200ms step_avg:720.99ms
step:26959/40500 train_loss:1.6366 aux_loss:0.0024 train_time:19429918ms step_avg:720.99ms
step:26960/40500 train_loss:1.4865 aux_loss:0.0026 train_time:19430639ms step_avg:720.99ms
step:26961/40500 train_loss:1.5611 aux_loss:0.0025 train_time:19431360ms step_avg:720.99ms
step:26962/40500 train_loss:1.6253 aux_loss:0.0027 train_time:19432080ms step_avg:720.99ms
step:26963/40500 train_loss:1.5229 aux_loss:0.0027 train_time:19432799ms step_avg:720.99ms
step:26964/40500 train_loss:1.6022 aux_loss:0.0025 train_time:19433523ms step_avg:720.99ms
step:26965/40500 train_loss:1.5414 aux_loss:0.0024 train_time:19434243ms step_avg:720.99ms
step:26966/40500 train_loss:1.5869 aux_loss:0.0024 train_time:19434962ms step_avg:720.99ms
step:26967/40500 train_loss:1.5980 aux_loss:0.0024 train_time:19435685ms step_avg:720.99ms
step:26968/40500 train_loss:1.5243 aux_loss:0.0027 train_time:19436407ms step_avg:720.99ms
step:26969/40500 train_loss:1.6044 aux_loss:0.0026 train_time:19437131ms step_avg:720.99ms
step:26970/40500 train_loss:1.5786 aux_loss:0.0025 train_time:19437852ms step_avg:720.99ms
step:26971/40500 train_loss:1.5779 aux_loss:0.0027 train_time:19438574ms step_avg:720.99ms
step:26972/40500 train_loss:1.5852 aux_loss:0.0028 train_time:19439294ms step_avg:720.99ms
step:26973/40500 train_loss:1.5565 aux_loss:0.0027 train_time:19440015ms step_avg:720.99ms
step:26974/40500 train_loss:1.5395 aux_loss:0.0024 train_time:19440736ms step_avg:720.99ms
step:26975/40500 train_loss:1.6142 aux_loss:0.0024 train_time:19441456ms step_avg:720.99ms
step:26976/40500 train_loss:1.5588 aux_loss:0.0026 train_time:19442174ms step_avg:720.99ms
step:26977/40500 train_loss:1.6108 aux_loss:0.0025 train_time:19442894ms step_avg:720.99ms
step:26978/40500 train_loss:1.6066 aux_loss:0.0025 train_time:19443613ms step_avg:720.99ms
step:26979/40500 train_loss:1.5949 aux_loss:0.0026 train_time:19444332ms step_avg:720.99ms
step:26980/40500 train_loss:1.5761 aux_loss:0.0026 train_time:19445053ms step_avg:720.99ms
step:26981/40500 train_loss:1.5582 aux_loss:0.0025 train_time:19445774ms step_avg:720.99ms
step:26982/40500 train_loss:1.5190 aux_loss:0.0024 train_time:19446494ms step_avg:720.99ms
step:26983/40500 train_loss:1.5664 aux_loss:0.0025 train_time:19447213ms step_avg:720.99ms
step:26984/40500 train_loss:1.5771 aux_loss:0.0032 train_time:19447933ms step_avg:720.99ms
step:26985/40500 train_loss:1.5183 aux_loss:0.0025 train_time:19448653ms step_avg:720.99ms
step:26986/40500 train_loss:1.6107 aux_loss:0.0025 train_time:19449372ms step_avg:720.99ms
step:26987/40500 train_loss:1.5250 aux_loss:0.0025 train_time:19450091ms step_avg:720.99ms
step:26988/40500 train_loss:1.4981 aux_loss:0.0024 train_time:19450812ms step_avg:720.99ms
step:26989/40500 train_loss:1.5473 aux_loss:0.0024 train_time:19451531ms step_avg:720.99ms
step:26990/40500 train_loss:1.5711 aux_loss:0.0024 train_time:19452252ms step_avg:720.99ms
step:26991/40500 train_loss:1.5755 aux_loss:0.0029 train_time:19452971ms step_avg:720.99ms
step:26992/40500 train_loss:1.5381 aux_loss:0.0034 train_time:19453691ms step_avg:720.99ms
step:26993/40500 train_loss:1.5704 aux_loss:0.0027 train_time:19454413ms step_avg:720.99ms
step:26994/40500 train_loss:1.5383 aux_loss:0.0026 train_time:19455132ms step_avg:720.99ms
step:26995/40500 train_loss:1.5871 aux_loss:0.0025 train_time:19455854ms step_avg:720.99ms
step:26996/40500 train_loss:1.5395 aux_loss:0.0025 train_time:19456575ms step_avg:720.99ms
step:26997/40500 train_loss:1.5268 aux_loss:0.0026 train_time:19457298ms step_avg:720.99ms
step:26998/40500 train_loss:1.5590 aux_loss:0.0026 train_time:19458020ms step_avg:720.99ms
step:26999/40500 train_loss:1.5572 aux_loss:0.0024 train_time:19458743ms step_avg:720.99ms
step:27000/40500 train_loss:1.5571 aux_loss:0.0025 train_time:19459466ms step_avg:720.99ms
step:27001/40500 train_loss:1.5337 aux_loss:0.0025 train_time:19460188ms step_avg:720.99ms
step:27002/40500 train_loss:1.5780 aux_loss:0.0024 train_time:19460907ms step_avg:720.99ms
step:27003/40500 train_loss:1.5503 aux_loss:0.0025 train_time:19461629ms step_avg:720.99ms
step:27004/40500 train_loss:1.5367 aux_loss:0.0031 train_time:19462347ms step_avg:720.99ms
step:27005/40500 train_loss:1.5832 aux_loss:0.0025 train_time:19463068ms step_avg:720.99ms
step:27006/40500 train_loss:1.5440 aux_loss:0.0032 train_time:19463788ms step_avg:720.99ms
step:27007/40500 train_loss:1.5540 aux_loss:0.0025 train_time:19464508ms step_avg:720.99ms
step:27008/40500 train_loss:1.5553 aux_loss:0.0024 train_time:19465228ms step_avg:720.99ms
step:27009/40500 train_loss:1.5612 aux_loss:0.0025 train_time:19465948ms step_avg:720.99ms
step:27010/40500 train_loss:1.5409 aux_loss:0.0023 train_time:19466669ms step_avg:720.99ms
step:27011/40500 train_loss:1.5409 aux_loss:0.0026 train_time:19467388ms step_avg:720.99ms
step:27012/40500 train_loss:1.5200 aux_loss:0.0024 train_time:19468108ms step_avg:720.99ms
step:27013/40500 train_loss:1.5245 aux_loss:0.0025 train_time:19468827ms step_avg:720.99ms
step:27014/40500 train_loss:1.5667 aux_loss:0.0024 train_time:19469547ms step_avg:720.99ms
step:27015/40500 train_loss:1.5542 aux_loss:0.0025 train_time:19470270ms step_avg:720.99ms
step:27016/40500 train_loss:1.5763 aux_loss:0.0023 train_time:19470989ms step_avg:720.99ms
step:27017/40500 train_loss:1.5567 aux_loss:0.0026 train_time:19471707ms step_avg:720.99ms
step:27018/40500 train_loss:1.5992 aux_loss:0.0027 train_time:19472428ms step_avg:720.99ms
step:27019/40500 train_loss:1.5231 aux_loss:0.0026 train_time:19473146ms step_avg:720.99ms
step:27020/40500 train_loss:1.5636 aux_loss:0.0025 train_time:19473865ms step_avg:720.99ms
step:27021/40500 train_loss:1.5391 aux_loss:0.0025 train_time:19474585ms step_avg:720.99ms
step:27022/40500 train_loss:1.5447 aux_loss:0.0026 train_time:19475307ms step_avg:720.99ms
step:27023/40500 train_loss:1.5885 aux_loss:0.0027 train_time:19476027ms step_avg:720.99ms
step:27024/40500 train_loss:1.6111 aux_loss:0.0027 train_time:19476746ms step_avg:720.99ms
step:27025/40500 train_loss:1.4981 aux_loss:0.0026 train_time:19477466ms step_avg:720.99ms
step:27026/40500 train_loss:1.5060 aux_loss:0.0028 train_time:19478187ms step_avg:720.99ms
step:27027/40500 train_loss:1.5491 aux_loss:0.0029 train_time:19478907ms step_avg:720.99ms
step:27028/40500 train_loss:1.6011 aux_loss:0.0026 train_time:19479628ms step_avg:720.99ms
step:27029/40500 train_loss:1.5156 aux_loss:0.0025 train_time:19480348ms step_avg:720.99ms
step:27030/40500 train_loss:1.5852 aux_loss:0.0025 train_time:19481069ms step_avg:720.99ms
step:27031/40500 train_loss:1.5465 aux_loss:0.0026 train_time:19481789ms step_avg:720.99ms
step:27032/40500 train_loss:1.5515 aux_loss:0.0025 train_time:19482510ms step_avg:720.99ms
step:27033/40500 train_loss:1.5370 aux_loss:0.0026 train_time:19483230ms step_avg:720.99ms
step:27034/40500 train_loss:1.5792 aux_loss:0.0024 train_time:19483949ms step_avg:720.99ms
step:27035/40500 train_loss:1.5398 aux_loss:0.0025 train_time:19484671ms step_avg:720.99ms
step:27036/40500 train_loss:1.5720 aux_loss:0.0024 train_time:19485395ms step_avg:720.99ms
step:27037/40500 train_loss:1.5307 aux_loss:0.0026 train_time:19486117ms step_avg:720.99ms
step:27038/40500 train_loss:1.5364 aux_loss:0.0023 train_time:19486837ms step_avg:720.99ms
step:27039/40500 train_loss:1.5807 aux_loss:0.0025 train_time:19487559ms step_avg:720.99ms
step:27040/40500 train_loss:1.5990 aux_loss:0.0025 train_time:19488280ms step_avg:720.99ms
step:27041/40500 train_loss:1.5570 aux_loss:0.0026 train_time:19489001ms step_avg:720.99ms
step:27042/40500 train_loss:1.5524 aux_loss:0.0024 train_time:19489721ms step_avg:720.99ms
step:27043/40500 train_loss:1.5493 aux_loss:0.0029 train_time:19490441ms step_avg:720.99ms
step:27044/40500 train_loss:1.6048 aux_loss:0.0027 train_time:19491161ms step_avg:720.99ms
step:27045/40500 train_loss:1.6554 aux_loss:0.0028 train_time:19491882ms step_avg:720.99ms
step:27046/40500 train_loss:1.5371 aux_loss:0.0024 train_time:19492602ms step_avg:720.99ms
step:27047/40500 train_loss:1.5562 aux_loss:0.0029 train_time:19493322ms step_avg:720.99ms
step:27048/40500 train_loss:1.5418 aux_loss:0.0023 train_time:19494044ms step_avg:720.99ms
step:27049/40500 train_loss:1.5522 aux_loss:0.0025 train_time:19494765ms step_avg:720.99ms
step:27050/40500 train_loss:1.5192 aux_loss:0.0026 train_time:19495486ms step_avg:720.99ms
step:27051/40500 train_loss:1.5284 aux_loss:0.0026 train_time:19496206ms step_avg:720.99ms
step:27052/40500 train_loss:1.5972 aux_loss:0.0025 train_time:19496930ms step_avg:720.99ms
step:27053/40500 train_loss:1.5624 aux_loss:0.0026 train_time:19497649ms step_avg:720.99ms
step:27054/40500 train_loss:1.5701 aux_loss:0.0026 train_time:19498370ms step_avg:720.99ms
step:27055/40500 train_loss:1.5417 aux_loss:0.0025 train_time:19499092ms step_avg:720.99ms
step:27056/40500 train_loss:1.5672 aux_loss:0.0027 train_time:19499815ms step_avg:720.99ms
step:27057/40500 train_loss:1.5378 aux_loss:0.0029 train_time:19500537ms step_avg:720.99ms
step:27058/40500 train_loss:1.6134 aux_loss:0.0027 train_time:19501256ms step_avg:720.99ms
step:27059/40500 train_loss:1.5517 aux_loss:0.0026 train_time:19501976ms step_avg:720.99ms
step:27060/40500 train_loss:1.6054 aux_loss:0.0026 train_time:19502697ms step_avg:720.99ms
step:27061/40500 train_loss:1.5521 aux_loss:0.0025 train_time:19503416ms step_avg:720.99ms
step:27062/40500 train_loss:1.5705 aux_loss:0.0028 train_time:19504136ms step_avg:720.99ms
step:27063/40500 train_loss:1.6251 aux_loss:0.0025 train_time:19504857ms step_avg:720.99ms
step:27064/40500 train_loss:1.6001 aux_loss:0.0025 train_time:19505577ms step_avg:720.99ms
step:27065/40500 train_loss:1.5356 aux_loss:0.0025 train_time:19506296ms step_avg:720.99ms
step:27066/40500 train_loss:1.6043 aux_loss:0.0026 train_time:19507017ms step_avg:720.99ms
step:27067/40500 train_loss:1.5632 aux_loss:0.0027 train_time:19507737ms step_avg:720.99ms
step:27068/40500 train_loss:1.5662 aux_loss:0.0025 train_time:19508456ms step_avg:720.99ms
step:27069/40500 train_loss:1.5439 aux_loss:0.0027 train_time:19509176ms step_avg:720.99ms
step:27070/40500 train_loss:1.5530 aux_loss:0.0026 train_time:19509896ms step_avg:720.99ms
step:27071/40500 train_loss:1.5994 aux_loss:0.0026 train_time:19510616ms step_avg:720.99ms
step:27072/40500 train_loss:1.6385 aux_loss:0.0027 train_time:19511336ms step_avg:720.99ms
step:27073/40500 train_loss:1.5571 aux_loss:0.0024 train_time:19512055ms step_avg:720.99ms
step:27074/40500 train_loss:1.5778 aux_loss:0.0027 train_time:19512775ms step_avg:720.99ms
step:27075/40500 train_loss:1.5837 aux_loss:0.0027 train_time:19513495ms step_avg:720.99ms
step:27076/40500 train_loss:1.6323 aux_loss:0.0027 train_time:19514214ms step_avg:720.99ms
step:27077/40500 train_loss:1.5402 aux_loss:0.0027 train_time:19514935ms step_avg:720.99ms
step:27078/40500 train_loss:1.5439 aux_loss:0.0027 train_time:19515655ms step_avg:720.99ms
step:27079/40500 train_loss:1.6346 aux_loss:0.0027 train_time:19516375ms step_avg:720.99ms
step:27080/40500 train_loss:1.5826 aux_loss:0.0027 train_time:19517095ms step_avg:720.99ms
step:27081/40500 train_loss:1.6350 aux_loss:0.0027 train_time:19517816ms step_avg:720.99ms
step:27082/40500 train_loss:1.6049 aux_loss:0.0028 train_time:19518537ms step_avg:720.99ms
step:27083/40500 train_loss:1.6156 aux_loss:0.0026 train_time:19519257ms step_avg:720.99ms
step:27084/40500 train_loss:1.5506 aux_loss:0.0026 train_time:19519978ms step_avg:720.99ms
step:27085/40500 train_loss:1.5775 aux_loss:0.0026 train_time:19520699ms step_avg:720.99ms
step:27086/40500 train_loss:1.6109 aux_loss:0.0025 train_time:19521421ms step_avg:720.99ms
step:27087/40500 train_loss:1.5430 aux_loss:0.0026 train_time:19522144ms step_avg:720.99ms
step:27088/40500 train_loss:1.6207 aux_loss:0.0026 train_time:19522865ms step_avg:720.99ms
step:27089/40500 train_loss:1.5099 aux_loss:0.0026 train_time:19523588ms step_avg:720.99ms
step:27090/40500 train_loss:1.5786 aux_loss:0.0026 train_time:19524310ms step_avg:720.99ms
step:27091/40500 train_loss:1.5491 aux_loss:0.0025 train_time:19525030ms step_avg:720.99ms
step:27092/40500 train_loss:1.5917 aux_loss:0.0025 train_time:19525751ms step_avg:720.99ms
step:27093/40500 train_loss:1.4868 aux_loss:0.0025 train_time:19526471ms step_avg:720.99ms
step:27094/40500 train_loss:1.5273 aux_loss:0.0025 train_time:19527191ms step_avg:720.99ms
step:27095/40500 train_loss:1.5571 aux_loss:0.0025 train_time:19527911ms step_avg:720.99ms
step:27096/40500 train_loss:1.5902 aux_loss:0.0024 train_time:19528631ms step_avg:720.99ms
step:27097/40500 train_loss:1.5629 aux_loss:0.0025 train_time:19529351ms step_avg:720.99ms
step:27098/40500 train_loss:1.5189 aux_loss:0.0026 train_time:19530072ms step_avg:720.99ms
step:27099/40500 train_loss:1.5903 aux_loss:0.0026 train_time:19530795ms step_avg:720.99ms
step:27100/40500 train_loss:1.5781 aux_loss:0.0027 train_time:19531513ms step_avg:720.99ms
step:27101/40500 train_loss:1.6169 aux_loss:0.0026 train_time:19532235ms step_avg:720.99ms
step:27102/40500 train_loss:1.5555 aux_loss:0.0026 train_time:19532955ms step_avg:720.99ms
step:27103/40500 train_loss:1.6225 aux_loss:0.0025 train_time:19533676ms step_avg:720.99ms
step:27104/40500 train_loss:1.5644 aux_loss:0.0025 train_time:19534398ms step_avg:720.99ms
step:27105/40500 train_loss:1.5281 aux_loss:0.0025 train_time:19535119ms step_avg:720.99ms
step:27106/40500 train_loss:1.6070 aux_loss:0.0025 train_time:19535841ms step_avg:720.99ms
step:27107/40500 train_loss:1.5710 aux_loss:0.0026 train_time:19536563ms step_avg:720.99ms
step:27108/40500 train_loss:1.5396 aux_loss:0.0025 train_time:19537285ms step_avg:720.99ms
step:27109/40500 train_loss:1.5400 aux_loss:0.0025 train_time:19538008ms step_avg:720.99ms
step:27110/40500 train_loss:1.5444 aux_loss:0.0026 train_time:19538730ms step_avg:720.99ms
step:27111/40500 train_loss:1.5817 aux_loss:0.0027 train_time:19539451ms step_avg:720.99ms
step:27112/40500 train_loss:1.5490 aux_loss:0.0027 train_time:19540172ms step_avg:720.99ms
step:27113/40500 train_loss:1.5265 aux_loss:0.0024 train_time:19540892ms step_avg:720.99ms
step:27114/40500 train_loss:1.5442 aux_loss:0.0026 train_time:19541614ms step_avg:720.99ms
step:27115/40500 train_loss:1.5851 aux_loss:0.0026 train_time:19542336ms step_avg:720.99ms
step:27116/40500 train_loss:1.5777 aux_loss:0.0027 train_time:19543059ms step_avg:720.99ms
step:27117/40500 train_loss:1.5324 aux_loss:0.0026 train_time:19543782ms step_avg:720.99ms
step:27118/40500 train_loss:1.6014 aux_loss:0.0025 train_time:19544503ms step_avg:720.99ms
step:27119/40500 train_loss:1.5438 aux_loss:0.0026 train_time:19545223ms step_avg:720.99ms
step:27120/40500 train_loss:1.5283 aux_loss:0.0025 train_time:19545944ms step_avg:720.99ms
step:27121/40500 train_loss:1.6377 aux_loss:0.0026 train_time:19546664ms step_avg:720.99ms
step:27122/40500 train_loss:1.5777 aux_loss:0.0024 train_time:19547385ms step_avg:720.99ms
step:27123/40500 train_loss:1.5763 aux_loss:0.0027 train_time:19548105ms step_avg:720.99ms
step:27124/40500 train_loss:1.5590 aux_loss:0.0025 train_time:19548824ms step_avg:720.99ms
step:27125/40500 train_loss:1.6193 aux_loss:0.0026 train_time:19549544ms step_avg:720.99ms
step:27126/40500 train_loss:1.5617 aux_loss:0.0024 train_time:19550262ms step_avg:720.99ms
step:27127/40500 train_loss:1.5555 aux_loss:0.0024 train_time:19550981ms step_avg:720.99ms
step:27128/40500 train_loss:1.5895 aux_loss:0.0025 train_time:19551702ms step_avg:720.99ms
step:27129/40500 train_loss:1.5851 aux_loss:0.0026 train_time:19552422ms step_avg:720.99ms
step:27130/40500 train_loss:1.5333 aux_loss:0.0027 train_time:19553141ms step_avg:720.99ms
step:27131/40500 train_loss:1.5719 aux_loss:0.0027 train_time:19553864ms step_avg:720.99ms
step:27132/40500 train_loss:1.5648 aux_loss:0.0025 train_time:19554584ms step_avg:720.99ms
step:27133/40500 train_loss:1.5780 aux_loss:0.0025 train_time:19555305ms step_avg:720.99ms
step:27134/40500 train_loss:1.5793 aux_loss:0.0024 train_time:19556024ms step_avg:720.99ms
step:27135/40500 train_loss:1.5355 aux_loss:0.0025 train_time:19556743ms step_avg:720.99ms
step:27136/40500 train_loss:1.7095 aux_loss:0.0025 train_time:19557462ms step_avg:720.99ms
step:27137/40500 train_loss:1.6073 aux_loss:0.0027 train_time:19558183ms step_avg:720.99ms
step:27138/40500 train_loss:1.5572 aux_loss:0.0027 train_time:19558901ms step_avg:720.99ms
step:27139/40500 train_loss:1.5686 aux_loss:0.0026 train_time:19559620ms step_avg:720.99ms
step:27140/40500 train_loss:1.5881 aux_loss:0.0028 train_time:19560339ms step_avg:720.99ms
step:27141/40500 train_loss:1.6067 aux_loss:0.0026 train_time:19561059ms step_avg:720.99ms
step:27142/40500 train_loss:1.6552 aux_loss:0.0026 train_time:19561780ms step_avg:720.99ms
step:27143/40500 train_loss:1.5493 aux_loss:0.0025 train_time:19562501ms step_avg:720.99ms
step:27144/40500 train_loss:1.5960 aux_loss:0.0026 train_time:19563221ms step_avg:720.99ms
step:27145/40500 train_loss:1.5294 aux_loss:0.0025 train_time:19563940ms step_avg:720.99ms
step:27146/40500 train_loss:1.5726 aux_loss:0.0025 train_time:19564659ms step_avg:720.99ms
step:27147/40500 train_loss:1.5414 aux_loss:0.0024 train_time:19565380ms step_avg:720.99ms
step:27148/40500 train_loss:1.5795 aux_loss:0.0025 train_time:19566099ms step_avg:720.99ms
step:27149/40500 train_loss:1.5503 aux_loss:0.0025 train_time:19566819ms step_avg:720.99ms
step:27150/40500 train_loss:1.5594 aux_loss:0.0026 train_time:19567539ms step_avg:720.99ms
step:27151/40500 train_loss:1.6422 aux_loss:0.0028 train_time:19568259ms step_avg:720.99ms
step:27152/40500 train_loss:1.5549 aux_loss:0.0025 train_time:19568979ms step_avg:720.99ms
step:27153/40500 train_loss:1.5587 aux_loss:0.0027 train_time:19569698ms step_avg:720.99ms
step:27154/40500 train_loss:1.5348 aux_loss:0.0024 train_time:19570418ms step_avg:720.99ms
step:27155/40500 train_loss:1.5406 aux_loss:0.0026 train_time:19571139ms step_avg:720.99ms
step:27156/40500 train_loss:1.5161 aux_loss:0.0026 train_time:19571858ms step_avg:720.98ms
step:27157/40500 train_loss:1.5097 aux_loss:0.0024 train_time:19572577ms step_avg:720.98ms
step:27158/40500 train_loss:1.5469 aux_loss:0.0025 train_time:19573298ms step_avg:720.98ms
step:27159/40500 train_loss:1.5089 aux_loss:0.0025 train_time:19574018ms step_avg:720.98ms
step:27160/40500 train_loss:1.5449 aux_loss:0.0025 train_time:19574738ms step_avg:720.98ms
step:27161/40500 train_loss:1.5974 aux_loss:0.0027 train_time:19575459ms step_avg:720.98ms
step:27162/40500 train_loss:1.5485 aux_loss:0.0026 train_time:19576179ms step_avg:720.98ms
step:27163/40500 train_loss:1.5775 aux_loss:0.0027 train_time:19576899ms step_avg:720.98ms
step:27164/40500 train_loss:1.5932 aux_loss:0.0029 train_time:19577620ms step_avg:720.98ms
step:27165/40500 train_loss:1.6286 aux_loss:0.0029 train_time:19578342ms step_avg:720.98ms
step:27166/40500 train_loss:1.6229 aux_loss:0.0029 train_time:19579062ms step_avg:720.98ms
step:27167/40500 train_loss:1.5331 aux_loss:0.0025 train_time:19579783ms step_avg:720.98ms
step:27168/40500 train_loss:1.5841 aux_loss:0.0027 train_time:19580505ms step_avg:720.98ms
step:27169/40500 train_loss:1.5625 aux_loss:0.0025 train_time:19581226ms step_avg:720.98ms
step:27170/40500 train_loss:1.4690 aux_loss:0.0025 train_time:19581947ms step_avg:720.98ms
step:27171/40500 train_loss:1.5859 aux_loss:0.0024 train_time:19582668ms step_avg:720.98ms
step:27172/40500 train_loss:1.5879 aux_loss:0.0025 train_time:19583390ms step_avg:720.98ms
step:27173/40500 train_loss:1.5911 aux_loss:0.0024 train_time:19584112ms step_avg:720.98ms
step:27174/40500 train_loss:1.5293 aux_loss:0.0023 train_time:19584832ms step_avg:720.98ms
step:27175/40500 train_loss:1.6091 aux_loss:0.0024 train_time:19585554ms step_avg:720.98ms
step:27176/40500 train_loss:1.6082 aux_loss:0.0023 train_time:19586273ms step_avg:720.98ms
step:27177/40500 train_loss:1.5764 aux_loss:0.0024 train_time:19586994ms step_avg:720.98ms
step:27178/40500 train_loss:1.5690 aux_loss:0.0025 train_time:19587713ms step_avg:720.98ms
step:27179/40500 train_loss:1.5859 aux_loss:0.0026 train_time:19588433ms step_avg:720.98ms
step:27180/40500 train_loss:1.5553 aux_loss:0.0024 train_time:19589153ms step_avg:720.98ms
step:27181/40500 train_loss:1.5632 aux_loss:0.0025 train_time:19589872ms step_avg:720.98ms
step:27182/40500 train_loss:1.5407 aux_loss:0.0026 train_time:19590592ms step_avg:720.98ms
step:27183/40500 train_loss:1.5502 aux_loss:0.0026 train_time:19591312ms step_avg:720.98ms
step:27184/40500 train_loss:1.6394 aux_loss:0.0027 train_time:19592034ms step_avg:720.98ms
step:27185/40500 train_loss:1.5967 aux_loss:0.0030 train_time:19592753ms step_avg:720.98ms
step:27186/40500 train_loss:1.5345 aux_loss:0.0023 train_time:19593471ms step_avg:720.98ms
step:27187/40500 train_loss:1.6269 aux_loss:0.0027 train_time:19594189ms step_avg:720.98ms
step:27188/40500 train_loss:1.5383 aux_loss:0.0028 train_time:19594911ms step_avg:720.98ms
step:27189/40500 train_loss:1.6549 aux_loss:0.0026 train_time:19595629ms step_avg:720.98ms
step:27190/40500 train_loss:1.5597 aux_loss:0.0027 train_time:19596350ms step_avg:720.98ms
step:27191/40500 train_loss:1.6015 aux_loss:0.0026 train_time:19597069ms step_avg:720.98ms
step:27192/40500 train_loss:1.6077 aux_loss:0.0026 train_time:19597791ms step_avg:720.98ms
step:27193/40500 train_loss:1.6015 aux_loss:0.0027 train_time:19598511ms step_avg:720.98ms
step:27194/40500 train_loss:1.5483 aux_loss:0.0026 train_time:19599230ms step_avg:720.98ms
step:27195/40500 train_loss:1.5962 aux_loss:0.0025 train_time:19599950ms step_avg:720.98ms
step:27196/40500 train_loss:1.5748 aux_loss:0.0026 train_time:19600669ms step_avg:720.98ms
step:27197/40500 train_loss:1.5139 aux_loss:0.0024 train_time:19601390ms step_avg:720.98ms
step:27198/40500 train_loss:1.5197 aux_loss:0.0026 train_time:19602112ms step_avg:720.98ms
step:27199/40500 train_loss:1.5776 aux_loss:0.0026 train_time:19602831ms step_avg:720.98ms
step:27200/40500 train_loss:1.5575 aux_loss:0.0025 train_time:19603549ms step_avg:720.98ms
step:27201/40500 train_loss:1.5418 aux_loss:0.0028 train_time:19604268ms step_avg:720.98ms
step:27202/40500 train_loss:1.6246 aux_loss:0.0024 train_time:19604987ms step_avg:720.98ms
step:27203/40500 train_loss:1.6216 aux_loss:0.0026 train_time:19605707ms step_avg:720.98ms
step:27204/40500 train_loss:1.6023 aux_loss:0.0026 train_time:19606423ms step_avg:720.98ms
step:27205/40500 train_loss:1.5971 aux_loss:0.0025 train_time:19607147ms step_avg:720.98ms
step:27206/40500 train_loss:1.5529 aux_loss:0.0025 train_time:19607866ms step_avg:720.98ms
step:27207/40500 train_loss:1.5867 aux_loss:0.0025 train_time:19608587ms step_avg:720.98ms
step:27208/40500 train_loss:1.5868 aux_loss:0.0023 train_time:19609307ms step_avg:720.98ms
step:27209/40500 train_loss:1.5441 aux_loss:0.0023 train_time:19610027ms step_avg:720.98ms
step:27210/40500 train_loss:1.5801 aux_loss:0.0027 train_time:19610748ms step_avg:720.98ms
step:27211/40500 train_loss:1.5746 aux_loss:0.0025 train_time:19611467ms step_avg:720.98ms
step:27212/40500 train_loss:1.5085 aux_loss:0.0027 train_time:19612189ms step_avg:720.98ms
step:27213/40500 train_loss:1.6029 aux_loss:0.0027 train_time:19612908ms step_avg:720.98ms
step:27214/40500 train_loss:1.5879 aux_loss:0.0026 train_time:19613626ms step_avg:720.98ms
step:27215/40500 train_loss:1.5884 aux_loss:0.0025 train_time:19614345ms step_avg:720.98ms
step:27216/40500 train_loss:1.5924 aux_loss:0.0048 train_time:19615065ms step_avg:720.98ms
step:27217/40500 train_loss:1.5891 aux_loss:0.0027 train_time:19615785ms step_avg:720.98ms
step:27218/40500 train_loss:1.5517 aux_loss:0.0025 train_time:19616506ms step_avg:720.98ms
step:27219/40500 train_loss:1.5519 aux_loss:0.0025 train_time:19617227ms step_avg:720.98ms
step:27220/40500 train_loss:1.6117 aux_loss:0.0025 train_time:19617947ms step_avg:720.98ms
step:27221/40500 train_loss:1.5614 aux_loss:0.0025 train_time:19618666ms step_avg:720.98ms
step:27222/40500 train_loss:1.6098 aux_loss:0.0025 train_time:19619384ms step_avg:720.98ms
step:27223/40500 train_loss:1.4880 aux_loss:0.0025 train_time:19620102ms step_avg:720.98ms
step:27224/40500 train_loss:1.5526 aux_loss:0.0028 train_time:19620825ms step_avg:720.98ms
step:27225/40500 train_loss:1.6608 aux_loss:0.0025 train_time:19621540ms step_avg:720.98ms
step:27226/40500 train_loss:1.5832 aux_loss:0.0025 train_time:19622261ms step_avg:720.98ms
step:27227/40500 train_loss:1.5560 aux_loss:0.0027 train_time:19622983ms step_avg:720.98ms
step:27228/40500 train_loss:1.5512 aux_loss:0.0025 train_time:19623702ms step_avg:720.98ms
step:27229/40500 train_loss:1.5792 aux_loss:0.0026 train_time:19624422ms step_avg:720.98ms
step:27230/40500 train_loss:1.5163 aux_loss:0.0022 train_time:19625142ms step_avg:720.98ms
step:27231/40500 train_loss:1.5634 aux_loss:0.0024 train_time:19625861ms step_avg:720.98ms
step:27232/40500 train_loss:1.5665 aux_loss:0.0024 train_time:19626581ms step_avg:720.98ms
step:27233/40500 train_loss:1.6399 aux_loss:0.0026 train_time:19627302ms step_avg:720.98ms
step:27234/40500 train_loss:1.5864 aux_loss:0.0025 train_time:19628021ms step_avg:720.98ms
step:27235/40500 train_loss:1.6425 aux_loss:0.0026 train_time:19628742ms step_avg:720.98ms
step:27236/40500 train_loss:1.5043 aux_loss:0.0024 train_time:19629466ms step_avg:720.98ms
step:27237/40500 train_loss:1.5170 aux_loss:0.0024 train_time:19630186ms step_avg:720.98ms
step:27238/40500 train_loss:1.5674 aux_loss:0.0027 train_time:19630906ms step_avg:720.98ms
step:27239/40500 train_loss:1.5449 aux_loss:0.0029 train_time:19631626ms step_avg:720.98ms
step:27240/40500 train_loss:1.5628 aux_loss:0.0025 train_time:19632345ms step_avg:720.98ms
step:27241/40500 train_loss:1.5522 aux_loss:0.0025 train_time:19633064ms step_avg:720.98ms
step:27242/40500 train_loss:1.5150 aux_loss:0.0027 train_time:19633783ms step_avg:720.98ms
step:27243/40500 train_loss:1.5281 aux_loss:0.0025 train_time:19634503ms step_avg:720.98ms
step:27244/40500 train_loss:1.5512 aux_loss:0.0023 train_time:19635220ms step_avg:720.98ms
step:27245/40500 train_loss:1.5983 aux_loss:0.0025 train_time:19635939ms step_avg:720.98ms
step:27246/40500 train_loss:1.5819 aux_loss:0.0026 train_time:19636660ms step_avg:720.98ms
step:27247/40500 train_loss:1.6318 aux_loss:0.0027 train_time:19637380ms step_avg:720.98ms
step:27248/40500 train_loss:1.5626 aux_loss:0.0032 train_time:19638099ms step_avg:720.98ms
step:27249/40500 train_loss:1.5644 aux_loss:0.0025 train_time:19638818ms step_avg:720.98ms
step:27250/40500 train_loss:1.6154 aux_loss:0.0028 train_time:19639537ms step_avg:720.98ms
step:27251/40500 train_loss:1.6042 aux_loss:0.0025 train_time:19640256ms step_avg:720.98ms
step:27252/40500 train_loss:1.6186 aux_loss:0.0026 train_time:19640977ms step_avg:720.98ms
step:27253/40500 train_loss:1.5632 aux_loss:0.0025 train_time:19641697ms step_avg:720.98ms
step:27254/40500 train_loss:1.6137 aux_loss:0.0026 train_time:19642417ms step_avg:720.98ms
step:27255/40500 train_loss:1.6184 aux_loss:0.0026 train_time:19643136ms step_avg:720.98ms
step:27256/40500 train_loss:1.5675 aux_loss:0.0026 train_time:19643857ms step_avg:720.98ms
step:27257/40500 train_loss:1.5481 aux_loss:0.0024 train_time:19644575ms step_avg:720.98ms
step:27258/40500 train_loss:1.5545 aux_loss:0.0027 train_time:19645296ms step_avg:720.98ms
step:27259/40500 train_loss:1.5949 aux_loss:0.0025 train_time:19646016ms step_avg:720.98ms
step:27260/40500 train_loss:1.5425 aux_loss:0.0024 train_time:19646737ms step_avg:720.98ms
step:27261/40500 train_loss:1.5229 aux_loss:0.0026 train_time:19647458ms step_avg:720.98ms
step:27262/40500 train_loss:1.5394 aux_loss:0.0025 train_time:19648179ms step_avg:720.98ms
step:27263/40500 train_loss:1.5081 aux_loss:0.0024 train_time:19648897ms step_avg:720.98ms
step:27264/40500 train_loss:1.6031 aux_loss:0.0025 train_time:19649617ms step_avg:720.98ms
step:27265/40500 train_loss:1.5946 aux_loss:0.0024 train_time:19650338ms step_avg:720.98ms
step:27266/40500 train_loss:1.5252 aux_loss:0.0024 train_time:19651057ms step_avg:720.98ms
step:27267/40500 train_loss:1.5921 aux_loss:0.0024 train_time:19651777ms step_avg:720.98ms
step:27268/40500 train_loss:1.5732 aux_loss:0.0026 train_time:19652497ms step_avg:720.98ms
step:27269/40500 train_loss:1.5896 aux_loss:0.0028 train_time:19653218ms step_avg:720.98ms
step:27270/40500 train_loss:1.4884 aux_loss:0.0022 train_time:19653935ms step_avg:720.98ms
step:27271/40500 train_loss:1.5732 aux_loss:0.0026 train_time:19654654ms step_avg:720.98ms
step:27272/40500 train_loss:1.5622 aux_loss:0.0024 train_time:19655374ms step_avg:720.98ms
step:27273/40500 train_loss:1.5789 aux_loss:0.0025 train_time:19656094ms step_avg:720.98ms
step:27274/40500 train_loss:1.5773 aux_loss:0.0025 train_time:19656813ms step_avg:720.98ms
step:27275/40500 train_loss:1.5652 aux_loss:0.0025 train_time:19657533ms step_avg:720.98ms
step:27276/40500 train_loss:1.5470 aux_loss:0.0026 train_time:19658253ms step_avg:720.98ms
step:27277/40500 train_loss:1.5784 aux_loss:0.0026 train_time:19658974ms step_avg:720.98ms
step:27278/40500 train_loss:1.5992 aux_loss:0.0025 train_time:19659692ms step_avg:720.98ms
step:27279/40500 train_loss:1.5199 aux_loss:0.0025 train_time:19660412ms step_avg:720.98ms
step:27280/40500 train_loss:1.5360 aux_loss:0.0026 train_time:19661132ms step_avg:720.98ms
step:27281/40500 train_loss:1.5664 aux_loss:0.0028 train_time:19661852ms step_avg:720.98ms
step:27282/40500 train_loss:1.5465 aux_loss:0.0025 train_time:19662573ms step_avg:720.98ms
step:27283/40500 train_loss:1.5525 aux_loss:0.0025 train_time:19663294ms step_avg:720.98ms
step:27284/40500 train_loss:1.5783 aux_loss:0.0026 train_time:19664012ms step_avg:720.98ms
step:27285/40500 train_loss:1.6038 aux_loss:0.0026 train_time:19664730ms step_avg:720.98ms
step:27286/40500 train_loss:1.5504 aux_loss:0.0024 train_time:19665450ms step_avg:720.98ms
step:27287/40500 train_loss:1.5354 aux_loss:0.0024 train_time:19666170ms step_avg:720.98ms
step:27288/40500 train_loss:1.5412 aux_loss:0.0025 train_time:19666890ms step_avg:720.98ms
step:27289/40500 train_loss:1.5807 aux_loss:0.0027 train_time:19667610ms step_avg:720.98ms
step:27290/40500 train_loss:1.5821 aux_loss:0.0026 train_time:19668330ms step_avg:720.98ms
step:27291/40500 train_loss:1.5956 aux_loss:0.0026 train_time:19669050ms step_avg:720.98ms
step:27292/40500 train_loss:1.5284 aux_loss:0.0025 train_time:19669769ms step_avg:720.98ms
step:27293/40500 train_loss:1.5781 aux_loss:0.0030 train_time:19670489ms step_avg:720.98ms
step:27294/40500 train_loss:1.5341 aux_loss:0.0024 train_time:19671210ms step_avg:720.98ms
step:27295/40500 train_loss:1.5950 aux_loss:0.0026 train_time:19671929ms step_avg:720.98ms
step:27296/40500 train_loss:1.5591 aux_loss:0.0028 train_time:19672650ms step_avg:720.98ms
step:27297/40500 train_loss:1.5790 aux_loss:0.0025 train_time:19673370ms step_avg:720.98ms
step:27298/40500 train_loss:1.5888 aux_loss:0.0030 train_time:19674089ms step_avg:720.98ms
step:27299/40500 train_loss:1.5525 aux_loss:0.0026 train_time:19674809ms step_avg:720.98ms
step:27300/40500 train_loss:1.5492 aux_loss:0.0024 train_time:19675529ms step_avg:720.98ms
step:27301/40500 train_loss:1.6099 aux_loss:0.0024 train_time:19676249ms step_avg:720.98ms
step:27302/40500 train_loss:1.5221 aux_loss:0.0025 train_time:19676968ms step_avg:720.98ms
step:27303/40500 train_loss:1.6472 aux_loss:0.0026 train_time:19677690ms step_avg:720.98ms
step:27304/40500 train_loss:1.5373 aux_loss:0.0027 train_time:19678409ms step_avg:720.98ms
step:27305/40500 train_loss:1.5561 aux_loss:0.0026 train_time:19679128ms step_avg:720.98ms
step:27306/40500 train_loss:1.5786 aux_loss:0.0026 train_time:19679847ms step_avg:720.98ms
step:27307/40500 train_loss:1.5884 aux_loss:0.0025 train_time:19680564ms step_avg:720.98ms
step:27308/40500 train_loss:1.5790 aux_loss:0.0027 train_time:19681285ms step_avg:720.98ms
step:27309/40500 train_loss:1.5737 aux_loss:0.0033 train_time:19682002ms step_avg:720.98ms
step:27310/40500 train_loss:1.5787 aux_loss:0.0027 train_time:19682723ms step_avg:720.98ms
step:27311/40500 train_loss:1.5755 aux_loss:0.0035 train_time:19683444ms step_avg:720.98ms
step:27312/40500 train_loss:1.5692 aux_loss:0.0025 train_time:19684164ms step_avg:720.98ms
step:27313/40500 train_loss:1.6092 aux_loss:0.0024 train_time:19684884ms step_avg:720.98ms
step:27314/40500 train_loss:1.6313 aux_loss:0.0027 train_time:19685605ms step_avg:720.98ms
step:27315/40500 train_loss:1.5524 aux_loss:0.0027 train_time:19686325ms step_avg:720.98ms
step:27316/40500 train_loss:1.5764 aux_loss:0.0024 train_time:19687044ms step_avg:720.98ms
step:27317/40500 train_loss:1.5833 aux_loss:0.0023 train_time:19687766ms step_avg:720.98ms
step:27318/40500 train_loss:1.5434 aux_loss:0.0025 train_time:19688485ms step_avg:720.98ms
step:27319/40500 train_loss:1.5567 aux_loss:0.0025 train_time:19689204ms step_avg:720.98ms
step:27320/40500 train_loss:1.6061 aux_loss:0.0027 train_time:19689924ms step_avg:720.98ms
step:27321/40500 train_loss:1.5395 aux_loss:0.0025 train_time:19690644ms step_avg:720.98ms
step:27322/40500 train_loss:1.5782 aux_loss:0.0026 train_time:19691363ms step_avg:720.98ms
step:27323/40500 train_loss:1.4962 aux_loss:0.0025 train_time:19692083ms step_avg:720.98ms
step:27324/40500 train_loss:1.5674 aux_loss:0.0029 train_time:19692806ms step_avg:720.98ms
step:27325/40500 train_loss:1.5832 aux_loss:0.0024 train_time:19693525ms step_avg:720.98ms
step:27326/40500 train_loss:1.5714 aux_loss:0.0027 train_time:19694242ms step_avg:720.98ms
step:27327/40500 train_loss:1.5748 aux_loss:0.0023 train_time:19694962ms step_avg:720.98ms
step:27328/40500 train_loss:1.5774 aux_loss:0.0027 train_time:19695681ms step_avg:720.98ms
step:27329/40500 train_loss:1.5528 aux_loss:0.0026 train_time:19696402ms step_avg:720.98ms
step:27330/40500 train_loss:1.5209 aux_loss:0.0025 train_time:19697121ms step_avg:720.98ms
step:27331/40500 train_loss:1.5788 aux_loss:0.0030 train_time:19697841ms step_avg:720.98ms
step:27332/40500 train_loss:1.5566 aux_loss:0.0025 train_time:19698561ms step_avg:720.98ms
step:27333/40500 train_loss:1.5986 aux_loss:0.0024 train_time:19699282ms step_avg:720.98ms
step:27334/40500 train_loss:1.5889 aux_loss:0.0025 train_time:19700001ms step_avg:720.98ms
step:27335/40500 train_loss:1.5241 aux_loss:0.0029 train_time:19700720ms step_avg:720.98ms
step:27336/40500 train_loss:1.6373 aux_loss:0.0026 train_time:19701440ms step_avg:720.98ms
step:27337/40500 train_loss:1.5721 aux_loss:0.0026 train_time:19702160ms step_avg:720.98ms
step:27338/40500 train_loss:1.6039 aux_loss:0.0026 train_time:19702880ms step_avg:720.98ms
step:27339/40500 train_loss:1.5367 aux_loss:0.0025 train_time:19703599ms step_avg:720.98ms
step:27340/40500 train_loss:1.6483 aux_loss:0.0026 train_time:19704320ms step_avg:720.98ms
step:27341/40500 train_loss:1.5915 aux_loss:0.0025 train_time:19705039ms step_avg:720.98ms
step:27342/40500 train_loss:1.5765 aux_loss:0.0029 train_time:19705759ms step_avg:720.98ms
step:27343/40500 train_loss:1.5760 aux_loss:0.0024 train_time:19706480ms step_avg:720.98ms
step:27344/40500 train_loss:1.5713 aux_loss:0.0025 train_time:19707199ms step_avg:720.98ms
step:27345/40500 train_loss:1.5417 aux_loss:0.0025 train_time:19707919ms step_avg:720.98ms
step:27346/40500 train_loss:1.5794 aux_loss:0.0024 train_time:19708640ms step_avg:720.98ms
step:27347/40500 train_loss:1.5923 aux_loss:0.0025 train_time:19709359ms step_avg:720.98ms
step:27348/40500 train_loss:1.5518 aux_loss:0.0024 train_time:19710078ms step_avg:720.98ms
step:27349/40500 train_loss:1.5167 aux_loss:0.0026 train_time:19710798ms step_avg:720.98ms
step:27350/40500 train_loss:1.5941 aux_loss:0.0028 train_time:19711518ms step_avg:720.98ms
step:27351/40500 train_loss:1.5779 aux_loss:0.0026 train_time:19712238ms step_avg:720.98ms
step:27352/40500 train_loss:1.6027 aux_loss:0.0027 train_time:19712957ms step_avg:720.98ms
step:27353/40500 train_loss:1.5882 aux_loss:0.0025 train_time:19713678ms step_avg:720.98ms
step:27354/40500 train_loss:1.6145 aux_loss:0.0026 train_time:19714399ms step_avg:720.98ms
step:27355/40500 train_loss:1.5565 aux_loss:0.0026 train_time:19715119ms step_avg:720.98ms
step:27356/40500 train_loss:1.5709 aux_loss:0.0026 train_time:19715839ms step_avg:720.98ms
step:27357/40500 train_loss:1.5906 aux_loss:0.0027 train_time:19716559ms step_avg:720.98ms
step:27358/40500 train_loss:1.5964 aux_loss:0.0029 train_time:19717279ms step_avg:720.98ms
step:27359/40500 train_loss:1.5529 aux_loss:0.0027 train_time:19717999ms step_avg:720.98ms
step:27360/40500 train_loss:1.5507 aux_loss:0.0025 train_time:19718720ms step_avg:720.98ms
step:27361/40500 train_loss:1.5817 aux_loss:0.0061 train_time:19719441ms step_avg:720.98ms
step:27362/40500 train_loss:1.6171 aux_loss:0.0026 train_time:19720162ms step_avg:720.98ms
step:27363/40500 train_loss:1.5291 aux_loss:0.0027 train_time:19720884ms step_avg:720.98ms
step:27364/40500 train_loss:1.5800 aux_loss:0.0025 train_time:19721606ms step_avg:720.98ms
step:27365/40500 train_loss:1.5949 aux_loss:0.0024 train_time:19722327ms step_avg:720.98ms
step:27366/40500 train_loss:1.5892 aux_loss:0.0024 train_time:19723049ms step_avg:720.98ms
step:27367/40500 train_loss:1.5254 aux_loss:0.0025 train_time:19723771ms step_avg:720.98ms
step:27368/40500 train_loss:1.5862 aux_loss:0.0026 train_time:19724491ms step_avg:720.98ms
step:27369/40500 train_loss:1.5367 aux_loss:0.0027 train_time:19725212ms step_avg:720.98ms
step:27370/40500 train_loss:1.5648 aux_loss:0.0025 train_time:19725933ms step_avg:720.98ms
step:27371/40500 train_loss:1.6145 aux_loss:0.0027 train_time:19726652ms step_avg:720.98ms
step:27372/40500 train_loss:1.5802 aux_loss:0.0026 train_time:19727372ms step_avg:720.98ms
step:27373/40500 train_loss:1.5216 aux_loss:0.0028 train_time:19728090ms step_avg:720.98ms
step:27374/40500 train_loss:1.6113 aux_loss:0.0026 train_time:19728814ms step_avg:720.98ms
step:27375/40500 train_loss:1.5535 aux_loss:0.0027 train_time:19729534ms step_avg:720.98ms
step:27376/40500 train_loss:1.6449 aux_loss:0.0027 train_time:19730256ms step_avg:720.98ms
step:27377/40500 train_loss:1.5686 aux_loss:0.0024 train_time:19730976ms step_avg:720.98ms
step:27378/40500 train_loss:1.5775 aux_loss:0.0026 train_time:19731696ms step_avg:720.98ms
step:27379/40500 train_loss:1.5610 aux_loss:0.0025 train_time:19732415ms step_avg:720.98ms
step:27380/40500 train_loss:1.6531 aux_loss:0.0025 train_time:19733135ms step_avg:720.98ms
step:27381/40500 train_loss:1.5628 aux_loss:0.0025 train_time:19733855ms step_avg:720.98ms
step:27382/40500 train_loss:1.5846 aux_loss:0.0024 train_time:19734574ms step_avg:720.98ms
step:27383/40500 train_loss:1.5815 aux_loss:0.0029 train_time:19735291ms step_avg:720.98ms
step:27384/40500 train_loss:1.5452 aux_loss:0.0025 train_time:19736012ms step_avg:720.98ms
step:27385/40500 train_loss:1.6352 aux_loss:0.0024 train_time:19736731ms step_avg:720.98ms
step:27386/40500 train_loss:1.5113 aux_loss:0.0025 train_time:19737451ms step_avg:720.98ms
step:27387/40500 train_loss:1.5779 aux_loss:0.0026 train_time:19738171ms step_avg:720.98ms
step:27388/40500 train_loss:1.5821 aux_loss:0.0025 train_time:19738891ms step_avg:720.98ms
step:27389/40500 train_loss:1.6208 aux_loss:0.0027 train_time:19739611ms step_avg:720.98ms
step:27390/40500 train_loss:1.6004 aux_loss:0.0027 train_time:19740331ms step_avg:720.98ms
step:27391/40500 train_loss:1.6091 aux_loss:0.0027 train_time:19741052ms step_avg:720.98ms
step:27392/40500 train_loss:1.5699 aux_loss:0.0027 train_time:19741772ms step_avg:720.98ms
step:27393/40500 train_loss:1.5342 aux_loss:0.0024 train_time:19742493ms step_avg:720.98ms
step:27394/40500 train_loss:1.5272 aux_loss:0.0024 train_time:19743213ms step_avg:720.98ms
step:27395/40500 train_loss:1.5507 aux_loss:0.0025 train_time:19743933ms step_avg:720.98ms
step:27396/40500 train_loss:1.5854 aux_loss:0.0024 train_time:19744652ms step_avg:720.98ms
step:27397/40500 train_loss:1.6242 aux_loss:0.0025 train_time:19745371ms step_avg:720.98ms
step:27398/40500 train_loss:1.5878 aux_loss:0.0025 train_time:19746093ms step_avg:720.98ms
step:27399/40500 train_loss:1.6118 aux_loss:0.0026 train_time:19746814ms step_avg:720.98ms
step:27400/40500 train_loss:1.5268 aux_loss:0.0025 train_time:19747531ms step_avg:720.98ms
step:27401/40500 train_loss:1.5732 aux_loss:0.0032 train_time:19748251ms step_avg:720.98ms
step:27402/40500 train_loss:1.5939 aux_loss:0.0030 train_time:19748971ms step_avg:720.98ms
step:27403/40500 train_loss:1.5890 aux_loss:0.0026 train_time:19749690ms step_avg:720.98ms
step:27404/40500 train_loss:1.5779 aux_loss:0.0026 train_time:19750412ms step_avg:720.98ms
step:27405/40500 train_loss:1.5505 aux_loss:0.0026 train_time:19751132ms step_avg:720.98ms
step:27406/40500 train_loss:1.5242 aux_loss:0.0025 train_time:19751851ms step_avg:720.98ms
step:27407/40500 train_loss:1.5204 aux_loss:0.0027 train_time:19752571ms step_avg:720.98ms
step:27408/40500 train_loss:1.6389 aux_loss:0.0023 train_time:19753292ms step_avg:720.98ms
step:27409/40500 train_loss:1.5364 aux_loss:0.0033 train_time:19754011ms step_avg:720.98ms
step:27410/40500 train_loss:1.5828 aux_loss:0.0026 train_time:19754731ms step_avg:720.98ms
step:27411/40500 train_loss:1.5765 aux_loss:0.0028 train_time:19755451ms step_avg:720.98ms
step:27412/40500 train_loss:1.5798 aux_loss:0.0026 train_time:19756173ms step_avg:720.98ms
step:27413/40500 train_loss:1.5659 aux_loss:0.0027 train_time:19756894ms step_avg:720.98ms
step:27414/40500 train_loss:1.5559 aux_loss:0.0033 train_time:19757615ms step_avg:720.98ms
step:27415/40500 train_loss:1.5581 aux_loss:0.0025 train_time:19758337ms step_avg:720.98ms
step:27416/40500 train_loss:1.5578 aux_loss:0.0025 train_time:19759058ms step_avg:720.98ms
step:27417/40500 train_loss:1.5933 aux_loss:0.0025 train_time:19759779ms step_avg:720.98ms
step:27418/40500 train_loss:1.5863 aux_loss:0.0025 train_time:19760499ms step_avg:720.98ms
step:27419/40500 train_loss:1.5735 aux_loss:0.0023 train_time:19761220ms step_avg:720.98ms
step:27420/40500 train_loss:1.5767 aux_loss:0.0026 train_time:19761941ms step_avg:720.98ms
step:27421/40500 train_loss:1.5307 aux_loss:0.0025 train_time:19762662ms step_avg:720.98ms
step:27422/40500 train_loss:1.4862 aux_loss:0.0024 train_time:19763383ms step_avg:720.98ms
step:27423/40500 train_loss:1.5561 aux_loss:0.0024 train_time:19764102ms step_avg:720.98ms
step:27424/40500 train_loss:1.5677 aux_loss:0.0024 train_time:19764822ms step_avg:720.98ms
step:27425/40500 train_loss:1.5082 aux_loss:0.0025 train_time:19765542ms step_avg:720.98ms
step:27426/40500 train_loss:1.5620 aux_loss:0.0025 train_time:19766262ms step_avg:720.98ms
step:27427/40500 train_loss:1.5648 aux_loss:0.0025 train_time:19766984ms step_avg:720.98ms
step:27428/40500 train_loss:1.5848 aux_loss:0.0025 train_time:19767703ms step_avg:720.98ms
step:27429/40500 train_loss:1.6288 aux_loss:0.0027 train_time:19768421ms step_avg:720.98ms
step:27430/40500 train_loss:1.5905 aux_loss:0.0028 train_time:19769140ms step_avg:720.98ms
step:27431/40500 train_loss:1.5034 aux_loss:0.0027 train_time:19769859ms step_avg:720.98ms
step:27432/40500 train_loss:1.6207 aux_loss:0.0026 train_time:19770579ms step_avg:720.98ms
step:27433/40500 train_loss:1.5373 aux_loss:0.0024 train_time:19771296ms step_avg:720.97ms
step:27434/40500 train_loss:1.5585 aux_loss:0.0025 train_time:19772018ms step_avg:720.97ms
step:27435/40500 train_loss:1.5719 aux_loss:0.0028 train_time:19772740ms step_avg:720.98ms
step:27436/40500 train_loss:1.5972 aux_loss:0.0025 train_time:19773461ms step_avg:720.98ms
step:27437/40500 train_loss:1.5842 aux_loss:0.0025 train_time:19774182ms step_avg:720.98ms
step:27438/40500 train_loss:1.5588 aux_loss:0.0025 train_time:19774903ms step_avg:720.98ms
step:27439/40500 train_loss:1.5256 aux_loss:0.0024 train_time:19775623ms step_avg:720.98ms
step:27440/40500 train_loss:1.5547 aux_loss:0.0025 train_time:19776342ms step_avg:720.97ms
step:27441/40500 train_loss:1.5352 aux_loss:0.0026 train_time:19777063ms step_avg:720.97ms
step:27442/40500 train_loss:1.5180 aux_loss:0.0026 train_time:19777783ms step_avg:720.97ms
step:27443/40500 train_loss:1.5510 aux_loss:0.0026 train_time:19778500ms step_avg:720.97ms
step:27444/40500 train_loss:1.5612 aux_loss:0.0026 train_time:19779218ms step_avg:720.97ms
step:27445/40500 train_loss:1.5600 aux_loss:0.0026 train_time:19779939ms step_avg:720.97ms
step:27446/40500 train_loss:1.5542 aux_loss:0.0027 train_time:19780660ms step_avg:720.97ms
step:27447/40500 train_loss:1.5730 aux_loss:0.0024 train_time:19781379ms step_avg:720.97ms
step:27448/40500 train_loss:1.5971 aux_loss:0.0025 train_time:19782100ms step_avg:720.97ms
step:27449/40500 train_loss:1.5970 aux_loss:0.0026 train_time:19782819ms step_avg:720.97ms
step:27450/40500 train_loss:1.5985 aux_loss:0.0026 train_time:19783539ms step_avg:720.97ms
step:27451/40500 train_loss:1.5789 aux_loss:0.0026 train_time:19784257ms step_avg:720.97ms
step:27452/40500 train_loss:1.5756 aux_loss:0.0035 train_time:19784975ms step_avg:720.97ms
step:27453/40500 train_loss:1.6016 aux_loss:0.0025 train_time:19785696ms step_avg:720.97ms
step:27454/40500 train_loss:1.5655 aux_loss:0.0023 train_time:19786415ms step_avg:720.97ms
step:27455/40500 train_loss:1.5396 aux_loss:0.0025 train_time:19787136ms step_avg:720.97ms
step:27456/40500 train_loss:1.5969 aux_loss:0.0024 train_time:19787856ms step_avg:720.97ms
step:27457/40500 train_loss:1.5870 aux_loss:0.0026 train_time:19788574ms step_avg:720.97ms
step:27458/40500 train_loss:1.5772 aux_loss:0.0024 train_time:19789295ms step_avg:720.97ms
step:27459/40500 train_loss:1.5637 aux_loss:0.0024 train_time:19790016ms step_avg:720.97ms
step:27460/40500 train_loss:1.6102 aux_loss:0.0026 train_time:19790735ms step_avg:720.97ms
step:27461/40500 train_loss:1.5785 aux_loss:0.0025 train_time:19791455ms step_avg:720.97ms
step:27462/40500 train_loss:1.5515 aux_loss:0.0027 train_time:19792175ms step_avg:720.97ms
step:27463/40500 train_loss:1.5995 aux_loss:0.0025 train_time:19792896ms step_avg:720.97ms
step:27464/40500 train_loss:1.5762 aux_loss:0.0024 train_time:19793615ms step_avg:720.97ms
step:27465/40500 train_loss:1.5901 aux_loss:0.0026 train_time:19794334ms step_avg:720.97ms
step:27466/40500 train_loss:1.5756 aux_loss:0.0025 train_time:19795055ms step_avg:720.97ms
step:27467/40500 train_loss:1.6138 aux_loss:0.0025 train_time:19795774ms step_avg:720.97ms
step:27468/40500 train_loss:1.6074 aux_loss:0.0027 train_time:19796494ms step_avg:720.97ms
step:27469/40500 train_loss:1.5289 aux_loss:0.0025 train_time:19797215ms step_avg:720.97ms
step:27470/40500 train_loss:1.5532 aux_loss:0.0030 train_time:19797935ms step_avg:720.97ms
step:27471/40500 train_loss:1.6009 aux_loss:0.0027 train_time:19798653ms step_avg:720.97ms
step:27472/40500 train_loss:1.6397 aux_loss:0.0027 train_time:19799373ms step_avg:720.97ms
step:27473/40500 train_loss:1.6486 aux_loss:0.0026 train_time:19800093ms step_avg:720.97ms
step:27474/40500 train_loss:1.5779 aux_loss:0.0024 train_time:19800813ms step_avg:720.97ms
step:27475/40500 train_loss:1.5347 aux_loss:0.0024 train_time:19801532ms step_avg:720.97ms
step:27476/40500 train_loss:1.5572 aux_loss:0.0025 train_time:19802254ms step_avg:720.97ms
step:27477/40500 train_loss:1.5816 aux_loss:0.0025 train_time:19802972ms step_avg:720.97ms
step:27478/40500 train_loss:1.5416 aux_loss:0.0026 train_time:19803691ms step_avg:720.97ms
step:27479/40500 train_loss:1.5691 aux_loss:0.0027 train_time:19804410ms step_avg:720.97ms
step:27480/40500 train_loss:1.5734 aux_loss:0.0026 train_time:19805131ms step_avg:720.97ms
step:27481/40500 train_loss:1.5239 aux_loss:0.0026 train_time:19805851ms step_avg:720.97ms
step:27482/40500 train_loss:1.5295 aux_loss:0.0026 train_time:19806571ms step_avg:720.97ms
step:27483/40500 train_loss:1.5532 aux_loss:0.0027 train_time:19807291ms step_avg:720.97ms
step:27484/40500 train_loss:1.6207 aux_loss:0.0026 train_time:19808011ms step_avg:720.97ms
step:27485/40500 train_loss:1.5526 aux_loss:0.0024 train_time:19808731ms step_avg:720.97ms
step:27486/40500 train_loss:1.6001 aux_loss:0.0026 train_time:19809450ms step_avg:720.97ms
step:27487/40500 train_loss:1.5775 aux_loss:0.0026 train_time:19810169ms step_avg:720.97ms
step:27488/40500 train_loss:1.6214 aux_loss:0.0028 train_time:19810890ms step_avg:720.97ms
step:27489/40500 train_loss:1.5553 aux_loss:0.0028 train_time:19811609ms step_avg:720.97ms
step:27490/40500 train_loss:1.5713 aux_loss:0.0024 train_time:19812330ms step_avg:720.97ms
step:27491/40500 train_loss:1.6390 aux_loss:0.0024 train_time:19813050ms step_avg:720.97ms
step:27492/40500 train_loss:1.5550 aux_loss:0.0024 train_time:19813769ms step_avg:720.97ms
step:27493/40500 train_loss:1.5641 aux_loss:0.0024 train_time:19814487ms step_avg:720.97ms
step:27494/40500 train_loss:1.6360 aux_loss:0.0024 train_time:19815207ms step_avg:720.97ms
step:27495/40500 train_loss:1.5802 aux_loss:0.0026 train_time:19815928ms step_avg:720.97ms
step:27496/40500 train_loss:1.5500 aux_loss:0.0027 train_time:19816648ms step_avg:720.97ms
step:27497/40500 train_loss:1.5354 aux_loss:0.0025 train_time:19817370ms step_avg:720.97ms
step:27498/40500 train_loss:1.5960 aux_loss:0.0026 train_time:19818091ms step_avg:720.97ms
step:27499/40500 train_loss:1.5454 aux_loss:0.0023 train_time:19818808ms step_avg:720.97ms
step:27500/40500 train_loss:1.5372 aux_loss:0.0025 train_time:19819527ms step_avg:720.97ms
step:27501/40500 train_loss:1.5839 aux_loss:0.0024 train_time:19820248ms step_avg:720.97ms
step:27502/40500 train_loss:1.5773 aux_loss:0.0026 train_time:19820967ms step_avg:720.97ms
step:27503/40500 train_loss:1.5211 aux_loss:0.0025 train_time:19821686ms step_avg:720.97ms
step:27504/40500 train_loss:1.5329 aux_loss:0.0025 train_time:19822408ms step_avg:720.97ms
step:27505/40500 train_loss:1.6329 aux_loss:0.0027 train_time:19823128ms step_avg:720.97ms
step:27506/40500 train_loss:1.6036 aux_loss:0.0025 train_time:19823847ms step_avg:720.97ms
step:27507/40500 train_loss:1.5747 aux_loss:0.0028 train_time:19824566ms step_avg:720.97ms
step:27508/40500 train_loss:1.5323 aux_loss:0.0026 train_time:19825285ms step_avg:720.97ms
step:27509/40500 train_loss:1.5832 aux_loss:0.0025 train_time:19826006ms step_avg:720.97ms
step:27510/40500 train_loss:1.5401 aux_loss:0.0026 train_time:19826725ms step_avg:720.97ms
step:27511/40500 train_loss:1.5456 aux_loss:0.0027 train_time:19827446ms step_avg:720.97ms
step:27512/40500 train_loss:1.6295 aux_loss:0.0027 train_time:19828166ms step_avg:720.97ms
step:27513/40500 train_loss:1.5565 aux_loss:0.0029 train_time:19828885ms step_avg:720.97ms
step:27514/40500 train_loss:1.5874 aux_loss:0.0026 train_time:19829604ms step_avg:720.97ms
step:27515/40500 train_loss:1.5074 aux_loss:0.0025 train_time:19830325ms step_avg:720.97ms
step:27516/40500 train_loss:1.6172 aux_loss:0.0025 train_time:19831046ms step_avg:720.97ms
step:27517/40500 train_loss:1.5129 aux_loss:0.0025 train_time:19831765ms step_avg:720.97ms
step:27518/40500 train_loss:1.6374 aux_loss:0.0028 train_time:19832485ms step_avg:720.97ms
step:27519/40500 train_loss:1.6085 aux_loss:0.0025 train_time:19833206ms step_avg:720.97ms
step:27520/40500 train_loss:1.5707 aux_loss:0.0026 train_time:19833923ms step_avg:720.97ms
step:27521/40500 train_loss:1.5352 aux_loss:0.0040 train_time:19834643ms step_avg:720.97ms
step:27522/40500 train_loss:1.5611 aux_loss:0.0026 train_time:19835362ms step_avg:720.97ms
step:27523/40500 train_loss:1.6043 aux_loss:0.0025 train_time:19836082ms step_avg:720.97ms
step:27524/40500 train_loss:1.6020 aux_loss:0.0026 train_time:19836802ms step_avg:720.97ms
step:27525/40500 train_loss:1.5534 aux_loss:0.0024 train_time:19837522ms step_avg:720.97ms
step:27526/40500 train_loss:1.5727 aux_loss:0.0024 train_time:19838242ms step_avg:720.97ms
step:27527/40500 train_loss:1.5715 aux_loss:0.0027 train_time:19838962ms step_avg:720.97ms
step:27528/40500 train_loss:1.5754 aux_loss:0.0024 train_time:19839682ms step_avg:720.97ms
step:27529/40500 train_loss:1.5546 aux_loss:0.0024 train_time:19840402ms step_avg:720.97ms
step:27530/40500 train_loss:1.6080 aux_loss:0.0025 train_time:19841122ms step_avg:720.97ms
step:27531/40500 train_loss:1.5586 aux_loss:0.0032 train_time:19841842ms step_avg:720.97ms
step:27532/40500 train_loss:1.5691 aux_loss:0.0026 train_time:19842563ms step_avg:720.97ms
step:27533/40500 train_loss:1.5422 aux_loss:0.0026 train_time:19843283ms step_avg:720.97ms
step:27534/40500 train_loss:1.6210 aux_loss:0.0029 train_time:19844002ms step_avg:720.97ms
step:27535/40500 train_loss:1.5791 aux_loss:0.0030 train_time:19844723ms step_avg:720.97ms
step:27536/40500 train_loss:1.5981 aux_loss:0.0026 train_time:19845443ms step_avg:720.97ms
step:27537/40500 train_loss:1.5607 aux_loss:0.0025 train_time:19846164ms step_avg:720.97ms
step:27538/40500 train_loss:1.5651 aux_loss:0.0026 train_time:19846884ms step_avg:720.97ms
step:27539/40500 train_loss:1.5498 aux_loss:0.0024 train_time:19847604ms step_avg:720.97ms
step:27540/40500 train_loss:1.5904 aux_loss:0.0025 train_time:19848325ms step_avg:720.97ms
step:27541/40500 train_loss:1.5931 aux_loss:0.0024 train_time:19849044ms step_avg:720.97ms
step:27542/40500 train_loss:1.6169 aux_loss:0.0026 train_time:19849766ms step_avg:720.97ms
step:27543/40500 train_loss:1.5752 aux_loss:0.0024 train_time:19850486ms step_avg:720.97ms
step:27544/40500 train_loss:1.5377 aux_loss:0.0024 train_time:19851208ms step_avg:720.97ms
step:27545/40500 train_loss:1.5919 aux_loss:0.0025 train_time:19851931ms step_avg:720.97ms
step:27546/40500 train_loss:1.5037 aux_loss:0.0026 train_time:19852652ms step_avg:720.97ms
step:27547/40500 train_loss:1.5648 aux_loss:0.0027 train_time:19853375ms step_avg:720.97ms
step:27548/40500 train_loss:1.5896 aux_loss:0.0027 train_time:19854095ms step_avg:720.97ms
step:27549/40500 train_loss:1.5953 aux_loss:0.0027 train_time:19854815ms step_avg:720.97ms
step:27550/40500 train_loss:1.5784 aux_loss:0.0027 train_time:19855538ms step_avg:720.97ms
step:27551/40500 train_loss:1.5769 aux_loss:0.0027 train_time:19856256ms step_avg:720.97ms
step:27552/40500 train_loss:1.5931 aux_loss:0.0025 train_time:19856977ms step_avg:720.97ms
step:27553/40500 train_loss:1.5233 aux_loss:0.0025 train_time:19857696ms step_avg:720.97ms
step:27554/40500 train_loss:1.6041 aux_loss:0.0027 train_time:19858416ms step_avg:720.97ms
step:27555/40500 train_loss:1.5904 aux_loss:0.0026 train_time:19859136ms step_avg:720.97ms
step:27556/40500 train_loss:1.5629 aux_loss:0.0026 train_time:19859854ms step_avg:720.97ms
step:27557/40500 train_loss:1.5219 aux_loss:0.0026 train_time:19860575ms step_avg:720.97ms
step:27558/40500 train_loss:1.5489 aux_loss:0.0026 train_time:19861295ms step_avg:720.97ms
step:27559/40500 train_loss:1.5785 aux_loss:0.0026 train_time:19862015ms step_avg:720.97ms
step:27560/40500 train_loss:1.5898 aux_loss:0.0024 train_time:19862734ms step_avg:720.97ms
step:27561/40500 train_loss:1.5704 aux_loss:0.0025 train_time:19863454ms step_avg:720.97ms
step:27562/40500 train_loss:1.4945 aux_loss:0.0024 train_time:19864174ms step_avg:720.97ms
step:27563/40500 train_loss:1.5809 aux_loss:0.0026 train_time:19864894ms step_avg:720.97ms
step:27564/40500 train_loss:1.5837 aux_loss:0.0024 train_time:19865614ms step_avg:720.97ms
step:27565/40500 train_loss:1.5546 aux_loss:0.0025 train_time:19866333ms step_avg:720.97ms
step:27566/40500 train_loss:1.5844 aux_loss:0.0026 train_time:19867053ms step_avg:720.97ms
step:27567/40500 train_loss:1.5887 aux_loss:0.0025 train_time:19867773ms step_avg:720.97ms
step:27568/40500 train_loss:1.5676 aux_loss:0.0024 train_time:19868494ms step_avg:720.97ms
step:27569/40500 train_loss:1.5940 aux_loss:0.0027 train_time:19869214ms step_avg:720.97ms
step:27570/40500 train_loss:1.5353 aux_loss:0.0027 train_time:19869933ms step_avg:720.97ms
step:27571/40500 train_loss:1.5480 aux_loss:0.0026 train_time:19870653ms step_avg:720.97ms
step:27572/40500 train_loss:1.5953 aux_loss:0.0025 train_time:19871373ms step_avg:720.97ms
step:27573/40500 train_loss:1.5510 aux_loss:0.0025 train_time:19872093ms step_avg:720.97ms
step:27574/40500 train_loss:1.5420 aux_loss:0.0024 train_time:19872813ms step_avg:720.97ms
step:27575/40500 train_loss:1.5500 aux_loss:0.0027 train_time:19873532ms step_avg:720.97ms
step:27576/40500 train_loss:1.5554 aux_loss:0.0025 train_time:19874253ms step_avg:720.97ms
step:27577/40500 train_loss:1.5097 aux_loss:0.0025 train_time:19874973ms step_avg:720.97ms
step:27578/40500 train_loss:1.5728 aux_loss:0.0069 train_time:19875691ms step_avg:720.97ms
step:27579/40500 train_loss:1.5412 aux_loss:0.0028 train_time:19876410ms step_avg:720.97ms
step:27580/40500 train_loss:1.5305 aux_loss:0.0026 train_time:19877130ms step_avg:720.97ms
step:27581/40500 train_loss:1.5440 aux_loss:0.0025 train_time:19877851ms step_avg:720.97ms
step:27582/40500 train_loss:1.5639 aux_loss:0.0025 train_time:19878571ms step_avg:720.97ms
step:27583/40500 train_loss:1.5553 aux_loss:0.0025 train_time:19879290ms step_avg:720.97ms
step:27584/40500 train_loss:1.5166 aux_loss:0.0027 train_time:19880010ms step_avg:720.97ms
step:27585/40500 train_loss:1.5085 aux_loss:0.0023 train_time:19880732ms step_avg:720.97ms
step:27586/40500 train_loss:1.5805 aux_loss:0.0025 train_time:19881451ms step_avg:720.97ms
step:27587/40500 train_loss:1.6257 aux_loss:0.0024 train_time:19882172ms step_avg:720.97ms
step:27588/40500 train_loss:1.5808 aux_loss:0.0024 train_time:19882893ms step_avg:720.97ms
step:27589/40500 train_loss:1.6155 aux_loss:0.0026 train_time:19883612ms step_avg:720.97ms
step:27590/40500 train_loss:1.5489 aux_loss:0.0026 train_time:19884333ms step_avg:720.97ms
step:27591/40500 train_loss:1.5309 aux_loss:0.0027 train_time:19885053ms step_avg:720.97ms
step:27592/40500 train_loss:1.5197 aux_loss:0.0024 train_time:19885777ms step_avg:720.97ms
step:27593/40500 train_loss:1.6383 aux_loss:0.0025 train_time:19886497ms step_avg:720.97ms
step:27594/40500 train_loss:1.5040 aux_loss:0.0026 train_time:19887218ms step_avg:720.97ms
step:27595/40500 train_loss:1.5424 aux_loss:0.0028 train_time:19887942ms step_avg:720.97ms
step:27596/40500 train_loss:1.5786 aux_loss:0.0027 train_time:19888663ms step_avg:720.97ms
step:27597/40500 train_loss:1.5909 aux_loss:0.0027 train_time:19889382ms step_avg:720.97ms
step:27598/40500 train_loss:1.6112 aux_loss:0.0026 train_time:19890106ms step_avg:720.97ms
step:27599/40500 train_loss:1.6263 aux_loss:0.0026 train_time:19890828ms step_avg:720.97ms
step:27600/40500 train_loss:1.5857 aux_loss:0.0026 train_time:19891548ms step_avg:720.97ms
step:27601/40500 train_loss:1.5926 aux_loss:0.0024 train_time:19892270ms step_avg:720.97ms
step:27602/40500 train_loss:1.5703 aux_loss:0.0026 train_time:19892988ms step_avg:720.97ms
step:27603/40500 train_loss:1.5864 aux_loss:0.0026 train_time:19893707ms step_avg:720.97ms
step:27604/40500 train_loss:1.5303 aux_loss:0.0026 train_time:19894429ms step_avg:720.97ms
step:27605/40500 train_loss:1.5988 aux_loss:0.0025 train_time:19895151ms step_avg:720.97ms
step:27606/40500 train_loss:1.5387 aux_loss:0.0026 train_time:19895871ms step_avg:720.97ms
step:27607/40500 train_loss:1.5760 aux_loss:0.0024 train_time:19896589ms step_avg:720.97ms
step:27608/40500 train_loss:1.5954 aux_loss:0.0027 train_time:19897312ms step_avg:720.97ms
step:27609/40500 train_loss:1.5467 aux_loss:0.0024 train_time:19898032ms step_avg:720.97ms
step:27610/40500 train_loss:1.5639 aux_loss:0.0024 train_time:19898751ms step_avg:720.97ms
step:27611/40500 train_loss:1.5770 aux_loss:0.0024 train_time:19899477ms step_avg:720.97ms
step:27612/40500 train_loss:1.5763 aux_loss:0.0025 train_time:19900196ms step_avg:720.97ms
step:27613/40500 train_loss:1.5399 aux_loss:0.0026 train_time:19900916ms step_avg:720.97ms
step:27614/40500 train_loss:1.5114 aux_loss:0.0025 train_time:19901638ms step_avg:720.97ms
step:27615/40500 train_loss:1.5868 aux_loss:0.0025 train_time:19902362ms step_avg:720.97ms
step:27616/40500 train_loss:1.5768 aux_loss:0.0025 train_time:19903082ms step_avg:720.97ms
step:27617/40500 train_loss:1.5376 aux_loss:0.0025 train_time:19903802ms step_avg:720.97ms
step:27618/40500 train_loss:1.5576 aux_loss:0.0025 train_time:19904524ms step_avg:720.97ms
step:27619/40500 train_loss:1.5865 aux_loss:0.0026 train_time:19905244ms step_avg:720.97ms
step:27620/40500 train_loss:1.5962 aux_loss:0.0027 train_time:19905964ms step_avg:720.97ms
step:27621/40500 train_loss:1.5826 aux_loss:0.0026 train_time:19906684ms step_avg:720.97ms
step:27622/40500 train_loss:1.5370 aux_loss:0.0026 train_time:19907403ms step_avg:720.97ms
step:27623/40500 train_loss:1.5113 aux_loss:0.0026 train_time:19908123ms step_avg:720.97ms
step:27624/40500 train_loss:1.5595 aux_loss:0.0028 train_time:19908841ms step_avg:720.97ms
step:27625/40500 train_loss:1.5762 aux_loss:0.0025 train_time:19909562ms step_avg:720.97ms
step:27626/40500 train_loss:1.5855 aux_loss:0.0025 train_time:19910281ms step_avg:720.97ms
step:27627/40500 train_loss:1.5603 aux_loss:0.0026 train_time:19911002ms step_avg:720.97ms
step:27628/40500 train_loss:1.5727 aux_loss:0.0026 train_time:19911721ms step_avg:720.97ms
step:27629/40500 train_loss:1.5033 aux_loss:0.0026 train_time:19912441ms step_avg:720.97ms
step:27630/40500 train_loss:1.6116 aux_loss:0.0027 train_time:19913161ms step_avg:720.97ms
step:27631/40500 train_loss:1.5473 aux_loss:0.0025 train_time:19913881ms step_avg:720.97ms
step:27632/40500 train_loss:1.5657 aux_loss:0.0027 train_time:19914600ms step_avg:720.97ms
step:27633/40500 train_loss:1.5868 aux_loss:0.0025 train_time:19915321ms step_avg:720.97ms
step:27634/40500 train_loss:1.5321 aux_loss:0.0025 train_time:19916041ms step_avg:720.97ms
step:27635/40500 train_loss:1.5404 aux_loss:0.0025 train_time:19916760ms step_avg:720.97ms
step:27636/40500 train_loss:1.6090 aux_loss:0.0025 train_time:19917481ms step_avg:720.97ms
step:27637/40500 train_loss:1.5474 aux_loss:0.0024 train_time:19918198ms step_avg:720.97ms
step:27638/40500 train_loss:1.5260 aux_loss:0.0029 train_time:19918920ms step_avg:720.97ms
step:27639/40500 train_loss:1.5437 aux_loss:0.0024 train_time:19919640ms step_avg:720.97ms
step:27640/40500 train_loss:1.6173 aux_loss:0.0026 train_time:19920359ms step_avg:720.97ms
step:27641/40500 train_loss:1.6189 aux_loss:0.0025 train_time:19921078ms step_avg:720.97ms
step:27642/40500 train_loss:1.5733 aux_loss:0.0025 train_time:19921798ms step_avg:720.97ms
step:27643/40500 train_loss:1.5481 aux_loss:0.0025 train_time:19922519ms step_avg:720.97ms
step:27644/40500 train_loss:1.5734 aux_loss:0.0024 train_time:19923239ms step_avg:720.97ms
step:27645/40500 train_loss:1.6165 aux_loss:0.0025 train_time:19923957ms step_avg:720.97ms
step:27646/40500 train_loss:1.5809 aux_loss:0.0025 train_time:19924678ms step_avg:720.97ms
step:27647/40500 train_loss:1.5427 aux_loss:0.0023 train_time:19925398ms step_avg:720.97ms
step:27648/40500 train_loss:1.5708 aux_loss:0.0024 train_time:19926118ms step_avg:720.97ms
step:27649/40500 train_loss:1.5241 aux_loss:0.0025 train_time:19926839ms step_avg:720.97ms
step:27650/40500 train_loss:1.5660 aux_loss:0.0025 train_time:19927558ms step_avg:720.97ms
step:27651/40500 train_loss:1.5709 aux_loss:0.0027 train_time:19928275ms step_avg:720.97ms
step:27652/40500 train_loss:1.5275 aux_loss:0.0025 train_time:19928996ms step_avg:720.97ms
step:27653/40500 train_loss:1.6045 aux_loss:0.0025 train_time:19929716ms step_avg:720.97ms
step:27654/40500 train_loss:1.5647 aux_loss:0.0025 train_time:19930436ms step_avg:720.97ms
step:27655/40500 train_loss:1.5455 aux_loss:0.0027 train_time:19931156ms step_avg:720.97ms
step:27656/40500 train_loss:1.6058 aux_loss:0.0027 train_time:19931877ms step_avg:720.97ms
step:27657/40500 train_loss:1.5959 aux_loss:0.0024 train_time:19932596ms step_avg:720.97ms
step:27658/40500 train_loss:1.5272 aux_loss:0.0023 train_time:19933314ms step_avg:720.97ms
step:27659/40500 train_loss:1.5827 aux_loss:0.0025 train_time:19934036ms step_avg:720.97ms
step:27660/40500 train_loss:1.5398 aux_loss:0.0028 train_time:19934756ms step_avg:720.97ms
step:27661/40500 train_loss:1.5615 aux_loss:0.0027 train_time:19935475ms step_avg:720.97ms
step:27662/40500 train_loss:1.5872 aux_loss:0.0024 train_time:19936197ms step_avg:720.97ms
step:27663/40500 train_loss:1.5483 aux_loss:0.0025 train_time:19936918ms step_avg:720.97ms
step:27664/40500 train_loss:1.6067 aux_loss:0.0031 train_time:19937636ms step_avg:720.97ms
step:27665/40500 train_loss:1.5362 aux_loss:0.0026 train_time:19938357ms step_avg:720.97ms
step:27666/40500 train_loss:1.5512 aux_loss:0.0025 train_time:19939079ms step_avg:720.97ms
step:27667/40500 train_loss:1.5655 aux_loss:0.0025 train_time:19939800ms step_avg:720.97ms
step:27668/40500 train_loss:1.5644 aux_loss:0.0025 train_time:19940521ms step_avg:720.97ms
step:27669/40500 train_loss:1.5548 aux_loss:0.0025 train_time:19941244ms step_avg:720.97ms
step:27670/40500 train_loss:1.6012 aux_loss:0.0032 train_time:19941965ms step_avg:720.97ms
step:27671/40500 train_loss:1.5730 aux_loss:0.0024 train_time:19942685ms step_avg:720.97ms
step:27672/40500 train_loss:1.5901 aux_loss:0.0023 train_time:19943405ms step_avg:720.97ms
step:27673/40500 train_loss:1.5450 aux_loss:0.0023 train_time:19944125ms step_avg:720.97ms
step:27674/40500 train_loss:1.5519 aux_loss:0.0023 train_time:19944848ms step_avg:720.97ms
step:27675/40500 train_loss:1.5609 aux_loss:0.0030 train_time:19945569ms step_avg:720.97ms
step:27676/40500 train_loss:1.5910 aux_loss:0.0025 train_time:19946290ms step_avg:720.97ms
step:27677/40500 train_loss:1.5970 aux_loss:0.0025 train_time:19947010ms step_avg:720.97ms
step:27678/40500 train_loss:1.5665 aux_loss:0.0026 train_time:19947731ms step_avg:720.97ms
step:27679/40500 train_loss:1.5584 aux_loss:0.0027 train_time:19948450ms step_avg:720.97ms
step:27680/40500 train_loss:1.5639 aux_loss:0.0026 train_time:19949170ms step_avg:720.97ms
step:27681/40500 train_loss:1.5580 aux_loss:0.0037 train_time:19949890ms step_avg:720.97ms
step:27682/40500 train_loss:1.6025 aux_loss:0.0024 train_time:19950611ms step_avg:720.97ms
step:27683/40500 train_loss:1.5962 aux_loss:0.0025 train_time:19951330ms step_avg:720.97ms
step:27684/40500 train_loss:1.5498 aux_loss:0.0027 train_time:19952050ms step_avg:720.97ms
step:27685/40500 train_loss:1.5437 aux_loss:0.0025 train_time:19952771ms step_avg:720.97ms
step:27686/40500 train_loss:1.6248 aux_loss:0.0028 train_time:19953490ms step_avg:720.97ms
step:27687/40500 train_loss:1.6245 aux_loss:0.0025 train_time:19954208ms step_avg:720.97ms
step:27688/40500 train_loss:1.6099 aux_loss:0.0031 train_time:19954928ms step_avg:720.97ms
step:27689/40500 train_loss:1.5075 aux_loss:0.0025 train_time:19955649ms step_avg:720.97ms
step:27690/40500 train_loss:1.5648 aux_loss:0.0026 train_time:19956370ms step_avg:720.97ms
step:27691/40500 train_loss:1.5703 aux_loss:0.0029 train_time:19957090ms step_avg:720.97ms
step:27692/40500 train_loss:1.5518 aux_loss:0.0025 train_time:19957809ms step_avg:720.97ms
step:27693/40500 train_loss:1.5628 aux_loss:0.0025 train_time:19958529ms step_avg:720.97ms
step:27694/40500 train_loss:1.5360 aux_loss:0.0028 train_time:19959248ms step_avg:720.97ms
step:27695/40500 train_loss:1.5702 aux_loss:0.0025 train_time:19959968ms step_avg:720.97ms
step:27696/40500 train_loss:1.5527 aux_loss:0.0025 train_time:19960688ms step_avg:720.97ms
step:27697/40500 train_loss:1.6219 aux_loss:0.0025 train_time:19961409ms step_avg:720.97ms
step:27698/40500 train_loss:1.5478 aux_loss:0.0024 train_time:19962128ms step_avg:720.97ms
step:27699/40500 train_loss:1.5745 aux_loss:0.0025 train_time:19962847ms step_avg:720.97ms
step:27700/40500 train_loss:1.5873 aux_loss:0.0025 train_time:19963567ms step_avg:720.97ms
step:27701/40500 train_loss:1.5404 aux_loss:0.0026 train_time:19964286ms step_avg:720.97ms
step:27702/40500 train_loss:1.6077 aux_loss:0.0026 train_time:19965006ms step_avg:720.97ms
step:27703/40500 train_loss:1.5335 aux_loss:0.0026 train_time:19965728ms step_avg:720.97ms
step:27704/40500 train_loss:1.6005 aux_loss:0.0025 train_time:19966448ms step_avg:720.97ms
step:27705/40500 train_loss:1.5953 aux_loss:0.0025 train_time:19967165ms step_avg:720.97ms
step:27706/40500 train_loss:1.4600 aux_loss:0.0034 train_time:19967885ms step_avg:720.97ms
step:27707/40500 train_loss:1.5604 aux_loss:0.0028 train_time:19968605ms step_avg:720.97ms
step:27708/40500 train_loss:1.6504 aux_loss:0.0030 train_time:19969325ms step_avg:720.97ms
step:27709/40500 train_loss:1.5892 aux_loss:0.0025 train_time:19970041ms step_avg:720.97ms
step:27710/40500 train_loss:1.5724 aux_loss:0.0024 train_time:19970763ms step_avg:720.97ms
step:27711/40500 train_loss:1.5552 aux_loss:0.0023 train_time:19971484ms step_avg:720.97ms
step:27712/40500 train_loss:1.5750 aux_loss:0.0023 train_time:19972203ms step_avg:720.97ms
step:27713/40500 train_loss:1.5737 aux_loss:0.0024 train_time:19972923ms step_avg:720.97ms
step:27714/40500 train_loss:1.5957 aux_loss:0.0026 train_time:19973645ms step_avg:720.97ms
step:27715/40500 train_loss:1.5693 aux_loss:0.0025 train_time:19974365ms step_avg:720.97ms
step:27716/40500 train_loss:1.5547 aux_loss:0.0025 train_time:19975086ms step_avg:720.97ms
step:27717/40500 train_loss:1.6066 aux_loss:0.0026 train_time:19975807ms step_avg:720.97ms
step:27718/40500 train_loss:1.5456 aux_loss:0.0026 train_time:19976529ms step_avg:720.97ms
step:27719/40500 train_loss:1.5023 aux_loss:0.0026 train_time:19977250ms step_avg:720.97ms
step:27720/40500 train_loss:1.5221 aux_loss:0.0026 train_time:19977974ms step_avg:720.97ms
step:27721/40500 train_loss:1.5518 aux_loss:0.0026 train_time:19978694ms step_avg:720.97ms
step:27722/40500 train_loss:1.5798 aux_loss:0.0025 train_time:19979413ms step_avg:720.97ms
step:27723/40500 train_loss:1.5777 aux_loss:0.0025 train_time:19980135ms step_avg:720.97ms
step:27724/40500 train_loss:1.5855 aux_loss:0.0027 train_time:19980859ms step_avg:720.97ms
step:27725/40500 train_loss:1.5899 aux_loss:0.0024 train_time:19981579ms step_avg:720.97ms
step:27726/40500 train_loss:1.5580 aux_loss:0.0029 train_time:19982299ms step_avg:720.97ms
step:27727/40500 train_loss:1.6320 aux_loss:0.0024 train_time:19983021ms step_avg:720.97ms
step:27728/40500 train_loss:1.6130 aux_loss:0.0026 train_time:19983740ms step_avg:720.97ms
step:27729/40500 train_loss:1.5588 aux_loss:0.0026 train_time:19984461ms step_avg:720.97ms
step:27730/40500 train_loss:1.6406 aux_loss:0.0026 train_time:19985181ms step_avg:720.97ms
step:27731/40500 train_loss:1.5622 aux_loss:0.0026 train_time:19985901ms step_avg:720.97ms
step:27732/40500 train_loss:1.5139 aux_loss:0.0030 train_time:19986620ms step_avg:720.97ms
step:27733/40500 train_loss:1.5364 aux_loss:0.0029 train_time:19987343ms step_avg:720.97ms
step:27734/40500 train_loss:1.5249 aux_loss:0.0026 train_time:19988063ms step_avg:720.97ms
step:27735/40500 train_loss:1.5769 aux_loss:0.0026 train_time:19988786ms step_avg:720.97ms
step:27736/40500 train_loss:1.5753 aux_loss:0.0026 train_time:19989506ms step_avg:720.97ms
step:27737/40500 train_loss:1.5598 aux_loss:0.0027 train_time:19990227ms step_avg:720.97ms
step:27738/40500 train_loss:1.5891 aux_loss:0.0024 train_time:19990950ms step_avg:720.97ms
step:27739/40500 train_loss:1.5559 aux_loss:0.0025 train_time:19991671ms step_avg:720.97ms
step:27740/40500 train_loss:1.5762 aux_loss:0.0044 train_time:19992393ms step_avg:720.97ms
step:27741/40500 train_loss:1.5086 aux_loss:0.0025 train_time:19993117ms step_avg:720.97ms
step:27742/40500 train_loss:1.6858 aux_loss:0.0025 train_time:19993837ms step_avg:720.97ms
step:27743/40500 train_loss:1.5753 aux_loss:0.0026 train_time:19994557ms step_avg:720.97ms
step:27744/40500 train_loss:1.5933 aux_loss:0.0025 train_time:19995278ms step_avg:720.97ms
step:27745/40500 train_loss:1.5496 aux_loss:0.0027 train_time:19995997ms step_avg:720.97ms
step:27746/40500 train_loss:1.5596 aux_loss:0.0026 train_time:19996717ms step_avg:720.97ms
step:27747/40500 train_loss:1.5586 aux_loss:0.0026 train_time:19997438ms step_avg:720.97ms
step:27748/40500 train_loss:1.6021 aux_loss:0.0027 train_time:19998156ms step_avg:720.97ms
step:27749/40500 train_loss:1.5849 aux_loss:0.0025 train_time:19998877ms step_avg:720.97ms
step:27750/40500 train_loss:1.5673 aux_loss:0.0025 train_time:19999597ms step_avg:720.97ms
step:27751/40500 train_loss:1.5711 aux_loss:0.0024 train_time:20000318ms step_avg:720.97ms
step:27752/40500 train_loss:1.5593 aux_loss:0.0026 train_time:20001037ms step_avg:720.97ms
step:27753/40500 train_loss:1.5639 aux_loss:0.0026 train_time:20001756ms step_avg:720.97ms
step:27754/40500 train_loss:1.5836 aux_loss:0.0024 train_time:20002476ms step_avg:720.97ms
step:27755/40500 train_loss:1.5620 aux_loss:0.0024 train_time:20003196ms step_avg:720.97ms
step:27756/40500 train_loss:1.5750 aux_loss:0.0026 train_time:20003915ms step_avg:720.97ms
step:27757/40500 train_loss:1.5586 aux_loss:0.0026 train_time:20004635ms step_avg:720.97ms
step:27758/40500 train_loss:1.5535 aux_loss:0.0026 train_time:20005357ms step_avg:720.97ms
step:27759/40500 train_loss:1.5547 aux_loss:0.0026 train_time:20006076ms step_avg:720.97ms
step:27760/40500 train_loss:1.5532 aux_loss:0.0026 train_time:20006794ms step_avg:720.97ms
step:27761/40500 train_loss:1.6021 aux_loss:0.0025 train_time:20007514ms step_avg:720.97ms
step:27762/40500 train_loss:1.5578 aux_loss:0.0032 train_time:20008231ms step_avg:720.97ms
step:27763/40500 train_loss:1.6001 aux_loss:0.0025 train_time:20008953ms step_avg:720.97ms
step:27764/40500 train_loss:1.5581 aux_loss:0.0025 train_time:20009674ms step_avg:720.97ms
step:27765/40500 train_loss:1.5745 aux_loss:0.0027 train_time:20010394ms step_avg:720.97ms
step:27766/40500 train_loss:1.5906 aux_loss:0.0025 train_time:20011113ms step_avg:720.97ms
step:27767/40500 train_loss:1.5221 aux_loss:0.0023 train_time:20011833ms step_avg:720.97ms
step:27768/40500 train_loss:1.6231 aux_loss:0.0025 train_time:20012553ms step_avg:720.97ms
step:27769/40500 train_loss:1.5577 aux_loss:0.0025 train_time:20013273ms step_avg:720.97ms
step:27770/40500 train_loss:1.5292 aux_loss:0.0027 train_time:20013994ms step_avg:720.97ms
step:27771/40500 train_loss:1.5808 aux_loss:0.0025 train_time:20014715ms step_avg:720.97ms
step:27772/40500 train_loss:1.5645 aux_loss:0.0024 train_time:20015436ms step_avg:720.97ms
step:27773/40500 train_loss:1.6101 aux_loss:0.0026 train_time:20016157ms step_avg:720.97ms
step:27774/40500 train_loss:1.5702 aux_loss:0.0025 train_time:20016877ms step_avg:720.97ms
step:27775/40500 train_loss:1.5682 aux_loss:0.0025 train_time:20017598ms step_avg:720.97ms
step:27776/40500 train_loss:1.5058 aux_loss:0.0027 train_time:20018320ms step_avg:720.97ms
step:27777/40500 train_loss:1.6226 aux_loss:0.0029 train_time:20019041ms step_avg:720.97ms
step:27778/40500 train_loss:1.5025 aux_loss:0.0028 train_time:20019764ms step_avg:720.97ms
step:27779/40500 train_loss:1.6157 aux_loss:0.0028 train_time:20020482ms step_avg:720.97ms
step:27780/40500 train_loss:1.5594 aux_loss:0.0026 train_time:20021206ms step_avg:720.97ms
step:27781/40500 train_loss:1.5737 aux_loss:0.0025 train_time:20021927ms step_avg:720.97ms
step:27782/40500 train_loss:1.6144 aux_loss:0.0025 train_time:20022649ms step_avg:720.97ms
step:27783/40500 train_loss:1.6029 aux_loss:0.0026 train_time:20023370ms step_avg:720.97ms
step:27784/40500 train_loss:1.5935 aux_loss:0.0025 train_time:20024091ms step_avg:720.97ms
step:27785/40500 train_loss:1.5672 aux_loss:0.0027 train_time:20024810ms step_avg:720.97ms
step:27786/40500 train_loss:1.5765 aux_loss:0.0025 train_time:20025529ms step_avg:720.97ms
step:27787/40500 train_loss:1.5319 aux_loss:0.0026 train_time:20026249ms step_avg:720.97ms
step:27788/40500 train_loss:1.5771 aux_loss:0.0025 train_time:20026969ms step_avg:720.97ms
step:27789/40500 train_loss:1.5895 aux_loss:0.0027 train_time:20027688ms step_avg:720.97ms
step:27790/40500 train_loss:1.5834 aux_loss:0.0026 train_time:20028409ms step_avg:720.97ms
step:27791/40500 train_loss:1.5323 aux_loss:0.0028 train_time:20029131ms step_avg:720.97ms
step:27792/40500 train_loss:1.5945 aux_loss:0.0027 train_time:20029851ms step_avg:720.97ms
step:27793/40500 train_loss:1.5840 aux_loss:0.0024 train_time:20030568ms step_avg:720.96ms
step:27794/40500 train_loss:1.5120 aux_loss:0.0024 train_time:20031287ms step_avg:720.96ms
step:27795/40500 train_loss:1.5467 aux_loss:0.0026 train_time:20032006ms step_avg:720.96ms
step:27796/40500 train_loss:1.5620 aux_loss:0.0025 train_time:20032726ms step_avg:720.96ms
step:27797/40500 train_loss:1.5089 aux_loss:0.0023 train_time:20033446ms step_avg:720.96ms
step:27798/40500 train_loss:1.5840 aux_loss:0.0026 train_time:20034166ms step_avg:720.96ms
step:27799/40500 train_loss:1.5103 aux_loss:0.0028 train_time:20034887ms step_avg:720.96ms
step:27800/40500 train_loss:1.5064 aux_loss:0.0028 train_time:20035607ms step_avg:720.96ms
step:27801/40500 train_loss:1.5415 aux_loss:0.0024 train_time:20036327ms step_avg:720.96ms
step:27802/40500 train_loss:1.6023 aux_loss:0.0026 train_time:20037046ms step_avg:720.96ms
step:27803/40500 train_loss:1.5849 aux_loss:0.0024 train_time:20037767ms step_avg:720.96ms
step:27804/40500 train_loss:1.5478 aux_loss:0.0025 train_time:20038488ms step_avg:720.96ms
step:27805/40500 train_loss:1.5939 aux_loss:0.0025 train_time:20039209ms step_avg:720.96ms
step:27806/40500 train_loss:1.5977 aux_loss:0.0026 train_time:20039930ms step_avg:720.96ms
step:27807/40500 train_loss:1.6468 aux_loss:0.0033 train_time:20040650ms step_avg:720.96ms
step:27808/40500 train_loss:1.5477 aux_loss:0.0031 train_time:20041369ms step_avg:720.96ms
step:27809/40500 train_loss:1.5267 aux_loss:0.0023 train_time:20042089ms step_avg:720.96ms
step:27810/40500 train_loss:1.5374 aux_loss:0.0024 train_time:20042807ms step_avg:720.96ms
step:27811/40500 train_loss:1.5285 aux_loss:0.0024 train_time:20043525ms step_avg:720.96ms
step:27812/40500 train_loss:1.6122 aux_loss:0.0024 train_time:20044248ms step_avg:720.96ms
step:27813/40500 train_loss:1.5798 aux_loss:0.0024 train_time:20044969ms step_avg:720.96ms
step:27814/40500 train_loss:1.6061 aux_loss:0.0024 train_time:20045688ms step_avg:720.96ms
step:27815/40500 train_loss:1.5531 aux_loss:0.0028 train_time:20046411ms step_avg:720.96ms
step:27816/40500 train_loss:1.5992 aux_loss:0.0028 train_time:20047130ms step_avg:720.96ms
step:27817/40500 train_loss:1.5746 aux_loss:0.0027 train_time:20047851ms step_avg:720.96ms
step:27818/40500 train_loss:1.5784 aux_loss:0.0025 train_time:20048574ms step_avg:720.96ms
step:27819/40500 train_loss:1.5627 aux_loss:0.0028 train_time:20049297ms step_avg:720.96ms
step:27820/40500 train_loss:1.6157 aux_loss:0.0024 train_time:20050018ms step_avg:720.96ms
step:27821/40500 train_loss:1.6109 aux_loss:0.0025 train_time:20050740ms step_avg:720.96ms
step:27822/40500 train_loss:1.5594 aux_loss:0.0025 train_time:20051460ms step_avg:720.96ms
step:27823/40500 train_loss:1.5383 aux_loss:0.0024 train_time:20052179ms step_avg:720.96ms
step:27824/40500 train_loss:1.5947 aux_loss:0.0026 train_time:20052900ms step_avg:720.96ms
step:27825/40500 train_loss:1.5685 aux_loss:0.0024 train_time:20053622ms step_avg:720.96ms
step:27826/40500 train_loss:1.5509 aux_loss:0.0024 train_time:20054341ms step_avg:720.96ms
step:27827/40500 train_loss:1.5605 aux_loss:0.0026 train_time:20055061ms step_avg:720.96ms
step:27828/40500 train_loss:1.5400 aux_loss:0.0025 train_time:20055782ms step_avg:720.96ms
step:27829/40500 train_loss:1.5322 aux_loss:0.0025 train_time:20056500ms step_avg:720.96ms
step:27830/40500 train_loss:1.6072 aux_loss:0.0026 train_time:20057220ms step_avg:720.96ms
step:27831/40500 train_loss:1.5333 aux_loss:0.0027 train_time:20057940ms step_avg:720.96ms
step:27832/40500 train_loss:1.5033 aux_loss:0.0025 train_time:20058659ms step_avg:720.96ms
step:27833/40500 train_loss:1.5809 aux_loss:0.0026 train_time:20059379ms step_avg:720.96ms
step:27834/40500 train_loss:1.5424 aux_loss:0.0026 train_time:20060099ms step_avg:720.96ms
step:27835/40500 train_loss:1.4977 aux_loss:0.0026 train_time:20060818ms step_avg:720.96ms
step:27836/40500 train_loss:1.6237 aux_loss:0.0025 train_time:20061539ms step_avg:720.96ms
step:27837/40500 train_loss:1.5647 aux_loss:0.0025 train_time:20062260ms step_avg:720.96ms
step:27838/40500 train_loss:1.5433 aux_loss:0.0029 train_time:20062980ms step_avg:720.96ms
step:27839/40500 train_loss:1.6308 aux_loss:0.0028 train_time:20063701ms step_avg:720.96ms
step:27840/40500 train_loss:1.5666 aux_loss:0.0025 train_time:20064422ms step_avg:720.96ms
step:27841/40500 train_loss:1.5801 aux_loss:0.0025 train_time:20065142ms step_avg:720.96ms
step:27842/40500 train_loss:1.5676 aux_loss:0.0028 train_time:20065863ms step_avg:720.96ms
step:27843/40500 train_loss:1.5450 aux_loss:0.0023 train_time:20066583ms step_avg:720.96ms
step:27844/40500 train_loss:1.5387 aux_loss:0.0024 train_time:20067304ms step_avg:720.96ms
step:27845/40500 train_loss:1.5253 aux_loss:0.0025 train_time:20068026ms step_avg:720.96ms
step:27846/40500 train_loss:1.6121 aux_loss:0.0029 train_time:20068745ms step_avg:720.96ms
step:27847/40500 train_loss:1.5562 aux_loss:0.0026 train_time:20069468ms step_avg:720.96ms
step:27848/40500 train_loss:1.5539 aux_loss:0.0026 train_time:20070188ms step_avg:720.96ms
step:27849/40500 train_loss:1.5684 aux_loss:0.0029 train_time:20070913ms step_avg:720.96ms
step:27850/40500 train_loss:1.5928 aux_loss:0.0029 train_time:20071633ms step_avg:720.96ms
step:27851/40500 train_loss:1.5983 aux_loss:0.0027 train_time:20072354ms step_avg:720.96ms
step:27852/40500 train_loss:1.5349 aux_loss:0.0028 train_time:20073076ms step_avg:720.96ms
step:27853/40500 train_loss:1.6612 aux_loss:0.0026 train_time:20073796ms step_avg:720.96ms
step:27854/40500 train_loss:1.5825 aux_loss:0.0028 train_time:20074514ms step_avg:720.96ms
step:27855/40500 train_loss:1.5819 aux_loss:0.0024 train_time:20075234ms step_avg:720.96ms
step:27856/40500 train_loss:1.5948 aux_loss:0.0028 train_time:20075954ms step_avg:720.96ms
step:27857/40500 train_loss:1.5235 aux_loss:0.0024 train_time:20076674ms step_avg:720.96ms
step:27858/40500 train_loss:1.6511 aux_loss:0.0024 train_time:20077394ms step_avg:720.96ms
step:27859/40500 train_loss:1.5750 aux_loss:0.0025 train_time:20078114ms step_avg:720.96ms
step:27860/40500 train_loss:1.5441 aux_loss:0.0027 train_time:20078832ms step_avg:720.96ms
step:27861/40500 train_loss:1.6208 aux_loss:0.0025 train_time:20079556ms step_avg:720.96ms
step:27862/40500 train_loss:1.5494 aux_loss:0.0026 train_time:20080277ms step_avg:720.96ms
step:27863/40500 train_loss:1.6305 aux_loss:0.0025 train_time:20080998ms step_avg:720.96ms
step:27864/40500 train_loss:1.6157 aux_loss:0.0024 train_time:20081720ms step_avg:720.96ms
step:27865/40500 train_loss:1.5763 aux_loss:0.0026 train_time:20082439ms step_avg:720.96ms
step:27866/40500 train_loss:1.5433 aux_loss:0.0026 train_time:20083158ms step_avg:720.96ms
step:27867/40500 train_loss:1.5779 aux_loss:0.0025 train_time:20083882ms step_avg:720.96ms
step:27868/40500 train_loss:1.6324 aux_loss:0.0024 train_time:20084603ms step_avg:720.96ms
step:27869/40500 train_loss:1.5823 aux_loss:0.0026 train_time:20085326ms step_avg:720.96ms
step:27870/40500 train_loss:1.5067 aux_loss:0.0022 train_time:20086048ms step_avg:720.96ms
step:27871/40500 train_loss:1.5525 aux_loss:0.0024 train_time:20086768ms step_avg:720.96ms
step:27872/40500 train_loss:1.5450 aux_loss:0.0024 train_time:20087489ms step_avg:720.96ms
step:27873/40500 train_loss:1.6014 aux_loss:0.0024 train_time:20088209ms step_avg:720.96ms
step:27874/40500 train_loss:1.5834 aux_loss:0.0023 train_time:20088931ms step_avg:720.96ms
step:27875/40500 train_loss:1.5565 aux_loss:0.0024 train_time:20089650ms step_avg:720.96ms
step:27876/40500 train_loss:1.5811 aux_loss:0.0025 train_time:20090373ms step_avg:720.96ms
step:27877/40500 train_loss:1.5330 aux_loss:0.0024 train_time:20091093ms step_avg:720.96ms
step:27878/40500 train_loss:1.5175 aux_loss:0.0025 train_time:20091811ms step_avg:720.96ms
step:27879/40500 train_loss:1.5747 aux_loss:0.0025 train_time:20092533ms step_avg:720.96ms
step:27880/40500 train_loss:1.5986 aux_loss:0.0026 train_time:20093253ms step_avg:720.96ms
step:27881/40500 train_loss:1.5319 aux_loss:0.0027 train_time:20093972ms step_avg:720.96ms
step:27882/40500 train_loss:1.5292 aux_loss:0.0027 train_time:20094693ms step_avg:720.96ms
step:27883/40500 train_loss:1.6139 aux_loss:0.0024 train_time:20095413ms step_avg:720.96ms
step:27884/40500 train_loss:1.5985 aux_loss:0.0026 train_time:20096134ms step_avg:720.96ms
step:27885/40500 train_loss:1.5946 aux_loss:0.0027 train_time:20096854ms step_avg:720.96ms
step:27886/40500 train_loss:1.5727 aux_loss:0.0024 train_time:20097573ms step_avg:720.96ms
step:27887/40500 train_loss:1.5308 aux_loss:0.0023 train_time:20098296ms step_avg:720.96ms
step:27888/40500 train_loss:1.5710 aux_loss:0.0026 train_time:20099017ms step_avg:720.96ms
step:27889/40500 train_loss:1.5896 aux_loss:0.0026 train_time:20099737ms step_avg:720.96ms
step:27890/40500 train_loss:1.6103 aux_loss:0.0025 train_time:20100457ms step_avg:720.96ms
step:27891/40500 train_loss:1.6250 aux_loss:0.0029 train_time:20101177ms step_avg:720.96ms
step:27892/40500 train_loss:1.5925 aux_loss:0.0026 train_time:20101898ms step_avg:720.96ms
step:27893/40500 train_loss:1.5953 aux_loss:0.0025 train_time:20102621ms step_avg:720.96ms
step:27894/40500 train_loss:1.5761 aux_loss:0.0025 train_time:20103345ms step_avg:720.96ms
step:27895/40500 train_loss:1.6106 aux_loss:0.0026 train_time:20104065ms step_avg:720.96ms
step:27896/40500 train_loss:1.5352 aux_loss:0.0024 train_time:20104785ms step_avg:720.96ms
step:27897/40500 train_loss:1.6042 aux_loss:0.0027 train_time:20105506ms step_avg:720.96ms
step:27898/40500 train_loss:1.5808 aux_loss:0.0027 train_time:20106227ms step_avg:720.96ms
step:27899/40500 train_loss:1.5710 aux_loss:0.0024 train_time:20106947ms step_avg:720.96ms
step:27900/40500 train_loss:1.6073 aux_loss:0.0024 train_time:20107666ms step_avg:720.96ms
step:27901/40500 train_loss:1.6015 aux_loss:0.0025 train_time:20108387ms step_avg:720.96ms
step:27902/40500 train_loss:1.5613 aux_loss:0.0026 train_time:20109105ms step_avg:720.96ms
step:27903/40500 train_loss:1.5629 aux_loss:0.0025 train_time:20109824ms step_avg:720.96ms
step:27904/40500 train_loss:1.5886 aux_loss:0.0025 train_time:20110544ms step_avg:720.96ms
step:27905/40500 train_loss:1.5585 aux_loss:0.0024 train_time:20111265ms step_avg:720.96ms
step:27906/40500 train_loss:1.5529 aux_loss:0.0026 train_time:20111986ms step_avg:720.96ms
step:27907/40500 train_loss:1.5427 aux_loss:0.0025 train_time:20112705ms step_avg:720.96ms
step:27908/40500 train_loss:1.5732 aux_loss:0.0025 train_time:20113424ms step_avg:720.96ms
step:27909/40500 train_loss:1.5263 aux_loss:0.0026 train_time:20114144ms step_avg:720.96ms
step:27910/40500 train_loss:1.5220 aux_loss:0.0023 train_time:20114864ms step_avg:720.96ms
step:27911/40500 train_loss:1.6010 aux_loss:0.0026 train_time:20115583ms step_avg:720.96ms
step:27912/40500 train_loss:1.5734 aux_loss:0.0026 train_time:20116303ms step_avg:720.96ms
step:27913/40500 train_loss:1.5527 aux_loss:0.0027 train_time:20117023ms step_avg:720.96ms
step:27914/40500 train_loss:1.5426 aux_loss:0.0024 train_time:20117743ms step_avg:720.96ms
step:27915/40500 train_loss:1.5362 aux_loss:0.0027 train_time:20118464ms step_avg:720.96ms
step:27916/40500 train_loss:1.5528 aux_loss:0.0025 train_time:20119184ms step_avg:720.96ms
step:27917/40500 train_loss:1.6223 aux_loss:0.0025 train_time:20119905ms step_avg:720.96ms
step:27918/40500 train_loss:1.5772 aux_loss:0.0027 train_time:20120625ms step_avg:720.96ms
step:27919/40500 train_loss:1.5970 aux_loss:0.0027 train_time:20121345ms step_avg:720.96ms
step:27920/40500 train_loss:1.5527 aux_loss:0.0025 train_time:20122066ms step_avg:720.96ms
step:27921/40500 train_loss:1.5892 aux_loss:0.0024 train_time:20122788ms step_avg:720.96ms
step:27922/40500 train_loss:1.5428 aux_loss:0.0025 train_time:20123506ms step_avg:720.96ms
step:27923/40500 train_loss:1.6155 aux_loss:0.0025 train_time:20124226ms step_avg:720.96ms
step:27924/40500 train_loss:1.5908 aux_loss:0.0026 train_time:20124948ms step_avg:720.96ms
step:27925/40500 train_loss:1.5228 aux_loss:0.0025 train_time:20125668ms step_avg:720.96ms
step:27926/40500 train_loss:1.5678 aux_loss:0.0027 train_time:20126389ms step_avg:720.96ms
step:27927/40500 train_loss:1.5591 aux_loss:0.0026 train_time:20127111ms step_avg:720.96ms
step:27928/40500 train_loss:1.5567 aux_loss:0.0028 train_time:20127833ms step_avg:720.96ms
step:27929/40500 train_loss:1.6078 aux_loss:0.0026 train_time:20128555ms step_avg:720.96ms
step:27930/40500 train_loss:1.5409 aux_loss:0.0027 train_time:20129275ms step_avg:720.96ms
step:27931/40500 train_loss:1.5880 aux_loss:0.0026 train_time:20129998ms step_avg:720.96ms
step:27932/40500 train_loss:1.5591 aux_loss:0.0026 train_time:20130718ms step_avg:720.96ms
step:27933/40500 train_loss:1.5165 aux_loss:0.0024 train_time:20131440ms step_avg:720.96ms
step:27934/40500 train_loss:1.5559 aux_loss:0.0026 train_time:20132159ms step_avg:720.96ms
step:27935/40500 train_loss:1.6378 aux_loss:0.0026 train_time:20132878ms step_avg:720.96ms
step:27936/40500 train_loss:1.6226 aux_loss:0.0024 train_time:20133597ms step_avg:720.96ms
step:27937/40500 train_loss:1.5835 aux_loss:0.0024 train_time:20134320ms step_avg:720.96ms
step:27938/40500 train_loss:1.5531 aux_loss:0.0025 train_time:20135039ms step_avg:720.96ms
step:27939/40500 train_loss:1.5571 aux_loss:0.0024 train_time:20135759ms step_avg:720.96ms
step:27940/40500 train_loss:1.5639 aux_loss:0.0025 train_time:20136480ms step_avg:720.96ms
step:27941/40500 train_loss:1.5954 aux_loss:0.0026 train_time:20137200ms step_avg:720.96ms
step:27942/40500 train_loss:1.5579 aux_loss:0.0029 train_time:20137919ms step_avg:720.96ms
step:27943/40500 train_loss:1.5664 aux_loss:0.0026 train_time:20138638ms step_avg:720.96ms
step:27944/40500 train_loss:1.5569 aux_loss:0.0027 train_time:20139356ms step_avg:720.96ms
step:27945/40500 train_loss:1.6123 aux_loss:0.0026 train_time:20140076ms step_avg:720.96ms
step:27946/40500 train_loss:1.5122 aux_loss:0.0025 train_time:20140795ms step_avg:720.96ms
step:27947/40500 train_loss:1.6208 aux_loss:0.0024 train_time:20141516ms step_avg:720.96ms
step:27948/40500 train_loss:1.5572 aux_loss:0.0026 train_time:20142238ms step_avg:720.96ms
step:27949/40500 train_loss:1.5630 aux_loss:0.0024 train_time:20142957ms step_avg:720.96ms
step:27950/40500 train_loss:1.5659 aux_loss:0.0025 train_time:20143677ms step_avg:720.96ms
step:27951/40500 train_loss:1.6277 aux_loss:0.0025 train_time:20144397ms step_avg:720.96ms
step:27952/40500 train_loss:1.5444 aux_loss:0.0027 train_time:20145116ms step_avg:720.96ms
step:27953/40500 train_loss:1.5647 aux_loss:0.0028 train_time:20145836ms step_avg:720.96ms
step:27954/40500 train_loss:1.5985 aux_loss:0.0025 train_time:20146556ms step_avg:720.96ms
step:27955/40500 train_loss:1.6179 aux_loss:0.0025 train_time:20147276ms step_avg:720.96ms
step:27956/40500 train_loss:1.5617 aux_loss:0.0024 train_time:20147994ms step_avg:720.96ms
step:27957/40500 train_loss:1.6573 aux_loss:0.0027 train_time:20148715ms step_avg:720.96ms
step:27958/40500 train_loss:1.5907 aux_loss:0.0024 train_time:20149435ms step_avg:720.96ms
step:27959/40500 train_loss:1.5705 aux_loss:0.0024 train_time:20150153ms step_avg:720.96ms
step:27960/40500 train_loss:1.5762 aux_loss:0.0026 train_time:20150871ms step_avg:720.96ms
step:27961/40500 train_loss:1.5316 aux_loss:0.0026 train_time:20151592ms step_avg:720.96ms
step:27962/40500 train_loss:1.5245 aux_loss:0.0025 train_time:20152312ms step_avg:720.96ms
step:27963/40500 train_loss:1.5758 aux_loss:0.0024 train_time:20153032ms step_avg:720.96ms
step:27964/40500 train_loss:1.6104 aux_loss:0.0030 train_time:20153752ms step_avg:720.96ms
step:27965/40500 train_loss:1.5136 aux_loss:0.0024 train_time:20154472ms step_avg:720.96ms
step:27966/40500 train_loss:1.5847 aux_loss:0.0026 train_time:20155191ms step_avg:720.96ms
step:27967/40500 train_loss:1.5621 aux_loss:0.0025 train_time:20155911ms step_avg:720.96ms
step:27968/40500 train_loss:1.5747 aux_loss:0.0027 train_time:20156632ms step_avg:720.96ms
step:27969/40500 train_loss:1.4952 aux_loss:0.0026 train_time:20157353ms step_avg:720.96ms
step:27970/40500 train_loss:1.5495 aux_loss:0.0030 train_time:20158073ms step_avg:720.96ms
step:27971/40500 train_loss:1.5113 aux_loss:0.0027 train_time:20158792ms step_avg:720.96ms
step:27972/40500 train_loss:1.5420 aux_loss:0.0024 train_time:20159514ms step_avg:720.96ms
step:27973/40500 train_loss:1.5886 aux_loss:0.0025 train_time:20160234ms step_avg:720.96ms
step:27974/40500 train_loss:1.5637 aux_loss:0.0026 train_time:20160955ms step_avg:720.96ms
step:27975/40500 train_loss:1.5863 aux_loss:0.0025 train_time:20161674ms step_avg:720.96ms
step:27976/40500 train_loss:1.5377 aux_loss:0.0025 train_time:20162395ms step_avg:720.96ms
step:27977/40500 train_loss:1.5375 aux_loss:0.0027 train_time:20163116ms step_avg:720.96ms
step:27978/40500 train_loss:1.6262 aux_loss:0.0026 train_time:20163835ms step_avg:720.96ms
step:27979/40500 train_loss:1.5367 aux_loss:0.0029 train_time:20164557ms step_avg:720.96ms
step:27980/40500 train_loss:1.5706 aux_loss:0.0023 train_time:20165276ms step_avg:720.96ms
step:27981/40500 train_loss:1.5856 aux_loss:0.0024 train_time:20165996ms step_avg:720.96ms
step:27982/40500 train_loss:1.5632 aux_loss:0.0024 train_time:20166717ms step_avg:720.96ms
step:27983/40500 train_loss:1.5416 aux_loss:0.0027 train_time:20167439ms step_avg:720.96ms
step:27984/40500 train_loss:1.5248 aux_loss:0.0024 train_time:20168160ms step_avg:720.96ms
step:27985/40500 train_loss:1.6078 aux_loss:0.0024 train_time:20168882ms step_avg:720.96ms
step:27986/40500 train_loss:1.5724 aux_loss:0.0023 train_time:20169605ms step_avg:720.96ms
step:27987/40500 train_loss:1.5743 aux_loss:0.0024 train_time:20170327ms step_avg:720.96ms
step:27988/40500 train_loss:1.6124 aux_loss:0.0026 train_time:20171048ms step_avg:720.96ms
step:27989/40500 train_loss:1.6340 aux_loss:0.0027 train_time:20171769ms step_avg:720.96ms
step:27990/40500 train_loss:1.5617 aux_loss:0.0024 train_time:20172490ms step_avg:720.96ms
step:27991/40500 train_loss:1.6561 aux_loss:0.0023 train_time:20173210ms step_avg:720.96ms
step:27992/40500 train_loss:1.5984 aux_loss:0.0025 train_time:20173930ms step_avg:720.96ms
step:27993/40500 train_loss:1.5198 aux_loss:0.0024 train_time:20174650ms step_avg:720.96ms
step:27994/40500 train_loss:1.5279 aux_loss:0.0024 train_time:20175370ms step_avg:720.96ms
step:27995/40500 train_loss:1.5320 aux_loss:0.0026 train_time:20176090ms step_avg:720.96ms
step:27996/40500 train_loss:1.5465 aux_loss:0.0025 train_time:20176810ms step_avg:720.96ms
step:27997/40500 train_loss:1.4899 aux_loss:0.0025 train_time:20177531ms step_avg:720.96ms
step:27998/40500 train_loss:1.5628 aux_loss:0.0023 train_time:20178251ms step_avg:720.96ms
step:27999/40500 train_loss:1.6469 aux_loss:0.0024 train_time:20178971ms step_avg:720.96ms
step:28000/40500 train_loss:1.5028 aux_loss:0.0026 train_time:20179692ms step_avg:720.96ms
step:28000/40500 val_loss:1.5898 val_aux_loss:0.0026 train_time:20179693ms step_avg:720.96ms
step:28001/40500 train_loss:1.6147 aux_loss:0.0024 train_time:20180418ms step_avg:720.96ms
step:28002/40500 train_loss:1.5247 aux_loss:0.0024 train_time:20181138ms step_avg:720.96ms
step:28003/40500 train_loss:1.5442 aux_loss:0.0025 train_time:20181859ms step_avg:720.96ms
step:28004/40500 train_loss:1.6159 aux_loss:0.0024 train_time:20182579ms step_avg:720.96ms
step:28005/40500 train_loss:1.5702 aux_loss:0.0027 train_time:20183298ms step_avg:720.96ms
step:28006/40500 train_loss:1.5619 aux_loss:0.0025 train_time:20184018ms step_avg:720.96ms
step:28007/40500 train_loss:1.5845 aux_loss:0.0025 train_time:20184738ms step_avg:720.96ms
step:28008/40500 train_loss:1.5273 aux_loss:0.0025 train_time:20185457ms step_avg:720.96ms
step:28009/40500 train_loss:1.6167 aux_loss:0.0037 train_time:20186179ms step_avg:720.96ms
step:28010/40500 train_loss:1.6380 aux_loss:0.0026 train_time:20186898ms step_avg:720.96ms
step:28011/40500 train_loss:1.5771 aux_loss:0.0026 train_time:20187620ms step_avg:720.96ms
step:28012/40500 train_loss:1.5725 aux_loss:0.0026 train_time:20188342ms step_avg:720.96ms
step:28013/40500 train_loss:1.5463 aux_loss:0.0025 train_time:20189060ms step_avg:720.96ms
step:28014/40500 train_loss:1.5854 aux_loss:0.0026 train_time:20189780ms step_avg:720.96ms
step:28015/40500 train_loss:1.5517 aux_loss:0.0024 train_time:20190502ms step_avg:720.96ms
step:28016/40500 train_loss:1.5835 aux_loss:0.0025 train_time:20191221ms step_avg:720.96ms
step:28017/40500 train_loss:1.5766 aux_loss:0.0025 train_time:20191940ms step_avg:720.96ms
step:28018/40500 train_loss:1.5592 aux_loss:0.0025 train_time:20192664ms step_avg:720.96ms
step:28019/40500 train_loss:1.6252 aux_loss:0.0024 train_time:20193387ms step_avg:720.96ms
step:28020/40500 train_loss:1.5946 aux_loss:0.0024 train_time:20194106ms step_avg:720.96ms
step:28021/40500 train_loss:1.5913 aux_loss:0.0025 train_time:20194828ms step_avg:720.96ms
step:28022/40500 train_loss:1.5649 aux_loss:0.0025 train_time:20195552ms step_avg:720.96ms
step:28023/40500 train_loss:1.5168 aux_loss:0.0023 train_time:20196274ms step_avg:720.96ms
step:28024/40500 train_loss:1.5866 aux_loss:0.0025 train_time:20196992ms step_avg:720.96ms
step:28025/40500 train_loss:1.6112 aux_loss:0.0025 train_time:20197714ms step_avg:720.96ms
step:28026/40500 train_loss:1.5783 aux_loss:0.0024 train_time:20198435ms step_avg:720.96ms
step:28027/40500 train_loss:1.6048 aux_loss:0.0026 train_time:20199155ms step_avg:720.96ms
step:28028/40500 train_loss:1.5698 aux_loss:0.0026 train_time:20199874ms step_avg:720.96ms
step:28029/40500 train_loss:1.5013 aux_loss:0.0024 train_time:20200595ms step_avg:720.96ms
step:28030/40500 train_loss:1.6103 aux_loss:0.0024 train_time:20201315ms step_avg:720.96ms
step:28031/40500 train_loss:1.6013 aux_loss:0.0027 train_time:20202036ms step_avg:720.96ms
step:28032/40500 train_loss:1.5769 aux_loss:0.0026 train_time:20202758ms step_avg:720.96ms
step:28033/40500 train_loss:1.5743 aux_loss:0.0027 train_time:20203478ms step_avg:720.96ms
step:28034/40500 train_loss:1.6065 aux_loss:0.0026 train_time:20204196ms step_avg:720.96ms
step:28035/40500 train_loss:1.6082 aux_loss:0.0025 train_time:20204920ms step_avg:720.96ms
step:28036/40500 train_loss:1.5832 aux_loss:0.0027 train_time:20205641ms step_avg:720.96ms
step:28037/40500 train_loss:1.5346 aux_loss:0.0028 train_time:20206360ms step_avg:720.96ms
step:28038/40500 train_loss:1.6049 aux_loss:0.0025 train_time:20207082ms step_avg:720.96ms
step:28039/40500 train_loss:1.6014 aux_loss:0.0024 train_time:20207802ms step_avg:720.96ms
step:28040/40500 train_loss:1.5568 aux_loss:0.0030 train_time:20208522ms step_avg:720.96ms
step:28041/40500 train_loss:1.5829 aux_loss:0.0024 train_time:20209245ms step_avg:720.96ms
step:28042/40500 train_loss:1.5387 aux_loss:0.0024 train_time:20209967ms step_avg:720.96ms
step:28043/40500 train_loss:1.5884 aux_loss:0.0024 train_time:20210688ms step_avg:720.96ms
step:28044/40500 train_loss:1.5974 aux_loss:0.0025 train_time:20211409ms step_avg:720.96ms
step:28045/40500 train_loss:1.5732 aux_loss:0.0028 train_time:20212127ms step_avg:720.96ms
step:28046/40500 train_loss:1.5391 aux_loss:0.0027 train_time:20212848ms step_avg:720.96ms
step:28047/40500 train_loss:1.6134 aux_loss:0.0025 train_time:20213570ms step_avg:720.96ms
step:28048/40500 train_loss:1.5512 aux_loss:0.0026 train_time:20214288ms step_avg:720.96ms
step:28049/40500 train_loss:1.6057 aux_loss:0.0026 train_time:20215007ms step_avg:720.96ms
step:28050/40500 train_loss:1.5825 aux_loss:0.0024 train_time:20215728ms step_avg:720.96ms
step:28051/40500 train_loss:1.5638 aux_loss:0.0026 train_time:20216449ms step_avg:720.96ms
step:28052/40500 train_loss:1.6074 aux_loss:0.0026 train_time:20217169ms step_avg:720.96ms
step:28053/40500 train_loss:1.5459 aux_loss:0.0032 train_time:20217888ms step_avg:720.96ms
step:28054/40500 train_loss:1.5527 aux_loss:0.0024 train_time:20218610ms step_avg:720.96ms
step:28055/40500 train_loss:1.5788 aux_loss:0.0026 train_time:20219330ms step_avg:720.96ms
step:28056/40500 train_loss:1.5166 aux_loss:0.0027 train_time:20220048ms step_avg:720.96ms
step:28057/40500 train_loss:1.6138 aux_loss:0.0026 train_time:20220769ms step_avg:720.96ms
step:28058/40500 train_loss:1.5572 aux_loss:0.0026 train_time:20221489ms step_avg:720.96ms
step:28059/40500 train_loss:1.5798 aux_loss:0.0027 train_time:20222208ms step_avg:720.96ms
step:28060/40500 train_loss:1.5837 aux_loss:0.0025 train_time:20222928ms step_avg:720.96ms
step:28061/40500 train_loss:1.5755 aux_loss:0.0025 train_time:20223650ms step_avg:720.96ms
step:28062/40500 train_loss:1.5941 aux_loss:0.0026 train_time:20224370ms step_avg:720.96ms
step:28063/40500 train_loss:1.5503 aux_loss:0.0025 train_time:20225087ms step_avg:720.96ms
step:28064/40500 train_loss:1.5339 aux_loss:0.0032 train_time:20225806ms step_avg:720.96ms
step:28065/40500 train_loss:1.5560 aux_loss:0.0026 train_time:20226526ms step_avg:720.96ms
step:28066/40500 train_loss:1.5975 aux_loss:0.0031 train_time:20227247ms step_avg:720.96ms
step:28067/40500 train_loss:1.5432 aux_loss:0.0024 train_time:20227965ms step_avg:720.96ms
step:28068/40500 train_loss:1.5384 aux_loss:0.0026 train_time:20228688ms step_avg:720.96ms
step:28069/40500 train_loss:1.5554 aux_loss:0.0026 train_time:20229409ms step_avg:720.96ms
step:28070/40500 train_loss:1.5602 aux_loss:0.0026 train_time:20230127ms step_avg:720.96ms
step:28071/40500 train_loss:1.5445 aux_loss:0.0026 train_time:20230849ms step_avg:720.96ms
step:28072/40500 train_loss:1.5765 aux_loss:0.0025 train_time:20231567ms step_avg:720.96ms
step:28073/40500 train_loss:1.5278 aux_loss:0.0024 train_time:20232286ms step_avg:720.96ms
step:28074/40500 train_loss:1.5263 aux_loss:0.0023 train_time:20233006ms step_avg:720.96ms
step:28075/40500 train_loss:1.5723 aux_loss:0.0025 train_time:20233728ms step_avg:720.96ms
step:28076/40500 train_loss:1.5846 aux_loss:0.0024 train_time:20234448ms step_avg:720.96ms
step:28077/40500 train_loss:1.6282 aux_loss:0.0024 train_time:20235165ms step_avg:720.96ms
step:28078/40500 train_loss:1.5670 aux_loss:0.0025 train_time:20235886ms step_avg:720.96ms
step:28079/40500 train_loss:1.5626 aux_loss:0.0025 train_time:20236606ms step_avg:720.96ms
step:28080/40500 train_loss:1.6029 aux_loss:0.0024 train_time:20237327ms step_avg:720.96ms
step:28081/40500 train_loss:1.6148 aux_loss:0.0023 train_time:20238048ms step_avg:720.96ms
step:28082/40500 train_loss:1.5688 aux_loss:0.0024 train_time:20238769ms step_avg:720.96ms
step:28083/40500 train_loss:1.5383 aux_loss:0.0030 train_time:20239491ms step_avg:720.96ms
step:28084/40500 train_loss:1.5527 aux_loss:0.0025 train_time:20240213ms step_avg:720.96ms
step:28085/40500 train_loss:1.5121 aux_loss:0.0025 train_time:20240937ms step_avg:720.96ms
step:28086/40500 train_loss:1.5850 aux_loss:0.0026 train_time:20241659ms step_avg:720.96ms
step:28087/40500 train_loss:1.5884 aux_loss:0.0030 train_time:20242380ms step_avg:720.96ms
step:28088/40500 train_loss:1.5189 aux_loss:0.0025 train_time:20243101ms step_avg:720.96ms
step:28089/40500 train_loss:1.5882 aux_loss:0.0025 train_time:20243821ms step_avg:720.96ms
step:28090/40500 train_loss:1.5903 aux_loss:0.0028 train_time:20244540ms step_avg:720.96ms
step:28091/40500 train_loss:1.6042 aux_loss:0.0024 train_time:20245261ms step_avg:720.96ms
step:28092/40500 train_loss:1.5530 aux_loss:0.0025 train_time:20245980ms step_avg:720.96ms
step:28093/40500 train_loss:1.5151 aux_loss:0.0024 train_time:20246700ms step_avg:720.96ms
step:28094/40500 train_loss:1.4999 aux_loss:0.0023 train_time:20247420ms step_avg:720.96ms
step:28095/40500 train_loss:1.6000 aux_loss:0.0027 train_time:20248141ms step_avg:720.96ms
step:28096/40500 train_loss:1.5391 aux_loss:0.0027 train_time:20248861ms step_avg:720.96ms
step:28097/40500 train_loss:1.5405 aux_loss:0.0033 train_time:20249581ms step_avg:720.96ms
step:28098/40500 train_loss:1.5921 aux_loss:0.0026 train_time:20250300ms step_avg:720.96ms
step:28099/40500 train_loss:1.5544 aux_loss:0.0026 train_time:20251021ms step_avg:720.96ms
step:28100/40500 train_loss:1.5268 aux_loss:0.0026 train_time:20251739ms step_avg:720.96ms
step:28101/40500 train_loss:1.5872 aux_loss:0.0027 train_time:20252460ms step_avg:720.96ms
step:28102/40500 train_loss:1.5919 aux_loss:0.0026 train_time:20253182ms step_avg:720.96ms
step:28103/40500 train_loss:1.5912 aux_loss:0.0026 train_time:20253902ms step_avg:720.96ms
step:28104/40500 train_loss:1.5479 aux_loss:0.0026 train_time:20254619ms step_avg:720.96ms
step:28105/40500 train_loss:1.6367 aux_loss:0.0025 train_time:20255338ms step_avg:720.96ms
step:28106/40500 train_loss:1.5704 aux_loss:0.0027 train_time:20256059ms step_avg:720.96ms
step:28107/40500 train_loss:1.5918 aux_loss:0.0027 train_time:20256778ms step_avg:720.96ms
step:28108/40500 train_loss:1.5599 aux_loss:0.0026 train_time:20257498ms step_avg:720.96ms
step:28109/40500 train_loss:1.5528 aux_loss:0.0026 train_time:20258219ms step_avg:720.96ms
step:28110/40500 train_loss:1.5685 aux_loss:0.0027 train_time:20258940ms step_avg:720.96ms
step:28111/40500 train_loss:1.5875 aux_loss:0.0026 train_time:20259659ms step_avg:720.96ms
step:28112/40500 train_loss:1.6121 aux_loss:0.0026 train_time:20260379ms step_avg:720.96ms
step:28113/40500 train_loss:1.5333 aux_loss:0.0024 train_time:20261101ms step_avg:720.96ms
step:28114/40500 train_loss:1.5561 aux_loss:0.0029 train_time:20261822ms step_avg:720.96ms
step:28115/40500 train_loss:1.6055 aux_loss:0.0028 train_time:20262541ms step_avg:720.96ms
step:28116/40500 train_loss:1.5820 aux_loss:0.0025 train_time:20263262ms step_avg:720.96ms
step:28117/40500 train_loss:1.5517 aux_loss:0.0024 train_time:20263984ms step_avg:720.96ms
step:28118/40500 train_loss:1.6007 aux_loss:0.0024 train_time:20264704ms step_avg:720.96ms
step:28119/40500 train_loss:1.5422 aux_loss:0.0023 train_time:20265425ms step_avg:720.96ms
step:28120/40500 train_loss:1.5460 aux_loss:0.0024 train_time:20266145ms step_avg:720.96ms
step:28121/40500 train_loss:1.6115 aux_loss:0.0025 train_time:20266864ms step_avg:720.96ms
step:28122/40500 train_loss:1.6210 aux_loss:0.0025 train_time:20267586ms step_avg:720.96ms
step:28123/40500 train_loss:1.5380 aux_loss:0.0026 train_time:20268309ms step_avg:720.96ms
step:28124/40500 train_loss:1.5494 aux_loss:0.0026 train_time:20269031ms step_avg:720.96ms
step:28125/40500 train_loss:1.6213 aux_loss:0.0027 train_time:20269752ms step_avg:720.96ms
step:28126/40500 train_loss:1.5662 aux_loss:0.0025 train_time:20270471ms step_avg:720.96ms
step:28127/40500 train_loss:1.5015 aux_loss:0.0025 train_time:20271192ms step_avg:720.96ms
step:28128/40500 train_loss:1.5938 aux_loss:0.0024 train_time:20271913ms step_avg:720.96ms
step:28129/40500 train_loss:1.5641 aux_loss:0.0025 train_time:20272634ms step_avg:720.96ms
step:28130/40500 train_loss:1.5630 aux_loss:0.0026 train_time:20273355ms step_avg:720.96ms
step:28131/40500 train_loss:1.5596 aux_loss:0.0026 train_time:20274074ms step_avg:720.96ms
step:28132/40500 train_loss:1.5754 aux_loss:0.0026 train_time:20274793ms step_avg:720.96ms
step:28133/40500 train_loss:1.5973 aux_loss:0.0029 train_time:20275514ms step_avg:720.96ms
step:28134/40500 train_loss:1.5503 aux_loss:0.0026 train_time:20276235ms step_avg:720.96ms
step:28135/40500 train_loss:1.5322 aux_loss:0.0024 train_time:20276956ms step_avg:720.96ms
step:28136/40500 train_loss:1.5965 aux_loss:0.0025 train_time:20277675ms step_avg:720.96ms
step:28137/40500 train_loss:1.5497 aux_loss:0.0028 train_time:20278396ms step_avg:720.96ms
step:28138/40500 train_loss:1.5203 aux_loss:0.0026 train_time:20279118ms step_avg:720.96ms
step:28139/40500 train_loss:1.6101 aux_loss:0.0025 train_time:20279838ms step_avg:720.96ms
step:28140/40500 train_loss:1.5599 aux_loss:0.0025 train_time:20280559ms step_avg:720.96ms
step:28141/40500 train_loss:1.5359 aux_loss:0.0027 train_time:20281277ms step_avg:720.96ms
step:28142/40500 train_loss:1.5932 aux_loss:0.0025 train_time:20282000ms step_avg:720.96ms
step:28143/40500 train_loss:1.5681 aux_loss:0.0025 train_time:20282720ms step_avg:720.96ms
step:28144/40500 train_loss:1.5783 aux_loss:0.0025 train_time:20283443ms step_avg:720.96ms
step:28145/40500 train_loss:1.5474 aux_loss:0.0028 train_time:20284163ms step_avg:720.96ms
step:28146/40500 train_loss:1.5447 aux_loss:0.0025 train_time:20284886ms step_avg:720.96ms
step:28147/40500 train_loss:1.5881 aux_loss:0.0025 train_time:20285609ms step_avg:720.96ms
step:28148/40500 train_loss:1.6314 aux_loss:0.0027 train_time:20286328ms step_avg:720.96ms
step:28149/40500 train_loss:1.5190 aux_loss:0.0026 train_time:20287049ms step_avg:720.96ms
step:28150/40500 train_loss:1.5768 aux_loss:0.0026 train_time:20287769ms step_avg:720.96ms
step:28151/40500 train_loss:1.5835 aux_loss:0.0026 train_time:20288490ms step_avg:720.96ms
step:28152/40500 train_loss:1.6239 aux_loss:0.0027 train_time:20289209ms step_avg:720.96ms
step:28153/40500 train_loss:1.5757 aux_loss:0.0026 train_time:20289929ms step_avg:720.96ms
step:28154/40500 train_loss:1.5020 aux_loss:0.0025 train_time:20290648ms step_avg:720.96ms
step:28155/40500 train_loss:1.5352 aux_loss:0.0024 train_time:20291368ms step_avg:720.96ms
step:28156/40500 train_loss:1.5541 aux_loss:0.0026 train_time:20292090ms step_avg:720.96ms
step:28157/40500 train_loss:1.6003 aux_loss:0.0025 train_time:20292811ms step_avg:720.96ms
step:28158/40500 train_loss:1.6145 aux_loss:0.0025 train_time:20293529ms step_avg:720.96ms
step:28159/40500 train_loss:1.5841 aux_loss:0.0025 train_time:20294248ms step_avg:720.96ms
step:28160/40500 train_loss:1.5333 aux_loss:0.0027 train_time:20294968ms step_avg:720.96ms
step:28161/40500 train_loss:1.5828 aux_loss:0.0026 train_time:20295688ms step_avg:720.96ms
step:28162/40500 train_loss:1.5531 aux_loss:0.0024 train_time:20296408ms step_avg:720.96ms
step:28163/40500 train_loss:1.5807 aux_loss:0.0025 train_time:20297128ms step_avg:720.96ms
step:28164/40500 train_loss:1.5876 aux_loss:0.0024 train_time:20297848ms step_avg:720.96ms
step:28165/40500 train_loss:1.5390 aux_loss:0.0025 train_time:20298567ms step_avg:720.96ms
step:28166/40500 train_loss:1.5767 aux_loss:0.0023 train_time:20299286ms step_avg:720.96ms
step:28167/40500 train_loss:1.5652 aux_loss:0.0025 train_time:20300005ms step_avg:720.96ms
step:28168/40500 train_loss:1.6374 aux_loss:0.0026 train_time:20300726ms step_avg:720.96ms
step:28169/40500 train_loss:1.5387 aux_loss:0.0025 train_time:20301446ms step_avg:720.96ms
step:28170/40500 train_loss:1.5883 aux_loss:0.0025 train_time:20302167ms step_avg:720.96ms
step:28171/40500 train_loss:1.5395 aux_loss:0.0025 train_time:20302888ms step_avg:720.96ms
step:28172/40500 train_loss:1.5928 aux_loss:0.0024 train_time:20303607ms step_avg:720.96ms
step:28173/40500 train_loss:1.6300 aux_loss:0.0025 train_time:20304327ms step_avg:720.96ms
step:28174/40500 train_loss:1.5541 aux_loss:0.0026 train_time:20305045ms step_avg:720.96ms
step:28175/40500 train_loss:1.5618 aux_loss:0.0022 train_time:20305766ms step_avg:720.96ms
step:28176/40500 train_loss:1.5610 aux_loss:0.0025 train_time:20306485ms step_avg:720.96ms
step:28177/40500 train_loss:1.5334 aux_loss:0.0026 train_time:20307208ms step_avg:720.96ms
step:28178/40500 train_loss:1.5795 aux_loss:0.0026 train_time:20307930ms step_avg:720.96ms
step:28179/40500 train_loss:1.5234 aux_loss:0.0025 train_time:20308650ms step_avg:720.96ms
step:28180/40500 train_loss:1.5966 aux_loss:0.0027 train_time:20309370ms step_avg:720.96ms
step:28181/40500 train_loss:1.6122 aux_loss:0.0024 train_time:20310093ms step_avg:720.96ms
step:28182/40500 train_loss:1.5390 aux_loss:0.0025 train_time:20310812ms step_avg:720.96ms
step:28183/40500 train_loss:1.5120 aux_loss:0.0024 train_time:20311533ms step_avg:720.96ms
step:28184/40500 train_loss:1.5603 aux_loss:0.0024 train_time:20312256ms step_avg:720.96ms
step:28185/40500 train_loss:1.5429 aux_loss:0.0026 train_time:20312982ms step_avg:720.96ms
step:28186/40500 train_loss:1.5357 aux_loss:0.0028 train_time:20313704ms step_avg:720.96ms
step:28187/40500 train_loss:1.5978 aux_loss:0.0029 train_time:20314425ms step_avg:720.96ms
step:28188/40500 train_loss:1.5745 aux_loss:0.0026 train_time:20315147ms step_avg:720.96ms
step:28189/40500 train_loss:1.5255 aux_loss:0.0028 train_time:20315867ms step_avg:720.96ms
step:28190/40500 train_loss:1.5876 aux_loss:0.0024 train_time:20316588ms step_avg:720.96ms
step:28191/40500 train_loss:1.5477 aux_loss:0.0026 train_time:20317312ms step_avg:720.96ms
step:28192/40500 train_loss:1.5501 aux_loss:0.0027 train_time:20318033ms step_avg:720.96ms
step:28193/40500 train_loss:1.5723 aux_loss:0.0025 train_time:20318757ms step_avg:720.96ms
step:28194/40500 train_loss:1.5667 aux_loss:0.0028 train_time:20319479ms step_avg:720.96ms
step:28195/40500 train_loss:1.5499 aux_loss:0.0025 train_time:20320198ms step_avg:720.96ms
step:28196/40500 train_loss:1.5376 aux_loss:0.0025 train_time:20320919ms step_avg:720.96ms
step:28197/40500 train_loss:1.5236 aux_loss:0.0025 train_time:20321641ms step_avg:720.96ms
step:28198/40500 train_loss:1.5341 aux_loss:0.0025 train_time:20322359ms step_avg:720.96ms
step:28199/40500 train_loss:1.5548 aux_loss:0.0026 train_time:20323079ms step_avg:720.96ms
step:28200/40500 train_loss:1.6602 aux_loss:0.0026 train_time:20323799ms step_avg:720.96ms
step:28201/40500 train_loss:1.5993 aux_loss:0.0023 train_time:20324519ms step_avg:720.96ms
step:28202/40500 train_loss:1.5726 aux_loss:0.0025 train_time:20325239ms step_avg:720.96ms
step:28203/40500 train_loss:1.5935 aux_loss:0.0024 train_time:20325959ms step_avg:720.96ms
step:28204/40500 train_loss:1.5329 aux_loss:0.0025 train_time:20326679ms step_avg:720.96ms
step:28205/40500 train_loss:1.5530 aux_loss:0.0025 train_time:20327399ms step_avg:720.96ms
step:28206/40500 train_loss:1.5976 aux_loss:0.0028 train_time:20328119ms step_avg:720.96ms
step:28207/40500 train_loss:1.5497 aux_loss:0.0027 train_time:20328840ms step_avg:720.96ms
step:28208/40500 train_loss:1.6288 aux_loss:0.0026 train_time:20329561ms step_avg:720.96ms
step:28209/40500 train_loss:1.5534 aux_loss:0.0024 train_time:20330281ms step_avg:720.96ms
step:28210/40500 train_loss:1.5915 aux_loss:0.0023 train_time:20331003ms step_avg:720.96ms
step:28211/40500 train_loss:1.5728 aux_loss:0.0026 train_time:20331724ms step_avg:720.96ms
step:28212/40500 train_loss:1.4996 aux_loss:0.0025 train_time:20332443ms step_avg:720.96ms
step:28213/40500 train_loss:1.5362 aux_loss:0.0027 train_time:20333162ms step_avg:720.96ms
step:28214/40500 train_loss:1.5904 aux_loss:0.0026 train_time:20333883ms step_avg:720.96ms
step:28215/40500 train_loss:1.6184 aux_loss:0.0026 train_time:20334604ms step_avg:720.96ms
step:28216/40500 train_loss:1.5616 aux_loss:0.0026 train_time:20335324ms step_avg:720.96ms
step:28217/40500 train_loss:1.5786 aux_loss:0.0025 train_time:20336048ms step_avg:720.96ms
step:28218/40500 train_loss:1.5065 aux_loss:0.0024 train_time:20336771ms step_avg:720.96ms
step:28219/40500 train_loss:1.5947 aux_loss:0.0024 train_time:20337492ms step_avg:720.96ms
step:28220/40500 train_loss:1.5602 aux_loss:0.0027 train_time:20338210ms step_avg:720.96ms
step:28221/40500 train_loss:1.5728 aux_loss:0.0024 train_time:20338937ms step_avg:720.96ms
step:28222/40500 train_loss:1.5948 aux_loss:0.0025 train_time:20339656ms step_avg:720.96ms
step:28223/40500 train_loss:1.5778 aux_loss:0.0027 train_time:20340376ms step_avg:720.96ms
step:28224/40500 train_loss:1.4928 aux_loss:0.0024 train_time:20341097ms step_avg:720.96ms
step:28225/40500 train_loss:1.6083 aux_loss:0.0029 train_time:20341817ms step_avg:720.96ms
step:28226/40500 train_loss:1.5529 aux_loss:0.0025 train_time:20342536ms step_avg:720.96ms
step:28227/40500 train_loss:1.5650 aux_loss:0.0024 train_time:20343256ms step_avg:720.96ms
step:28228/40500 train_loss:1.5717 aux_loss:0.0024 train_time:20343979ms step_avg:720.96ms
step:28229/40500 train_loss:1.5915 aux_loss:0.0025 train_time:20344698ms step_avg:720.96ms
step:28230/40500 train_loss:1.5533 aux_loss:0.0024 train_time:20345418ms step_avg:720.96ms
step:28231/40500 train_loss:1.5635 aux_loss:0.0025 train_time:20346143ms step_avg:720.96ms
step:28232/40500 train_loss:1.5874 aux_loss:0.0026 train_time:20346863ms step_avg:720.96ms
step:28233/40500 train_loss:1.5776 aux_loss:0.0025 train_time:20347586ms step_avg:720.96ms
step:28234/40500 train_loss:1.5523 aux_loss:0.0028 train_time:20348308ms step_avg:720.96ms
step:28235/40500 train_loss:1.5533 aux_loss:0.0026 train_time:20349032ms step_avg:720.96ms
step:28236/40500 train_loss:1.5657 aux_loss:0.0025 train_time:20349752ms step_avg:720.96ms
step:28237/40500 train_loss:1.5916 aux_loss:0.0024 train_time:20350474ms step_avg:720.96ms
step:28238/40500 train_loss:1.5711 aux_loss:0.0027 train_time:20351194ms step_avg:720.96ms
step:28239/40500 train_loss:1.6206 aux_loss:0.0026 train_time:20351914ms step_avg:720.96ms
step:28240/40500 train_loss:1.5863 aux_loss:0.0025 train_time:20352635ms step_avg:720.96ms
step:28241/40500 train_loss:1.5793 aux_loss:0.0026 train_time:20353357ms step_avg:720.96ms
step:28242/40500 train_loss:1.5702 aux_loss:0.0027 train_time:20354079ms step_avg:720.96ms
step:28243/40500 train_loss:1.5668 aux_loss:0.0027 train_time:20354798ms step_avg:720.96ms
step:28244/40500 train_loss:1.5806 aux_loss:0.0026 train_time:20355521ms step_avg:720.96ms
step:28245/40500 train_loss:1.5696 aux_loss:0.0026 train_time:20356242ms step_avg:720.96ms
step:28246/40500 train_loss:1.5206 aux_loss:0.0026 train_time:20356965ms step_avg:720.96ms
step:28247/40500 train_loss:1.6141 aux_loss:0.0028 train_time:20357688ms step_avg:720.96ms
step:28248/40500 train_loss:1.5259 aux_loss:0.0025 train_time:20358408ms step_avg:720.96ms
step:28249/40500 train_loss:1.5535 aux_loss:0.0024 train_time:20359129ms step_avg:720.96ms
step:28250/40500 train_loss:1.5346 aux_loss:0.0024 train_time:20359849ms step_avg:720.96ms
step:28251/40500 train_loss:1.5605 aux_loss:0.0024 train_time:20360569ms step_avg:720.96ms
step:28252/40500 train_loss:1.5724 aux_loss:0.0029 train_time:20361288ms step_avg:720.96ms
step:28253/40500 train_loss:1.5716 aux_loss:0.0025 train_time:20362009ms step_avg:720.96ms
step:28254/40500 train_loss:1.6066 aux_loss:0.0030 train_time:20362731ms step_avg:720.96ms
step:28255/40500 train_loss:1.5793 aux_loss:0.0025 train_time:20363452ms step_avg:720.96ms
step:28256/40500 train_loss:1.5782 aux_loss:0.0024 train_time:20364171ms step_avg:720.96ms
step:28257/40500 train_loss:1.5492 aux_loss:0.0025 train_time:20364892ms step_avg:720.96ms
step:28258/40500 train_loss:1.5836 aux_loss:0.0028 train_time:20365614ms step_avg:720.96ms
step:28259/40500 train_loss:1.5883 aux_loss:0.0025 train_time:20366335ms step_avg:720.96ms
step:28260/40500 train_loss:1.5535 aux_loss:0.0025 train_time:20367055ms step_avg:720.96ms
step:28261/40500 train_loss:1.4897 aux_loss:0.0024 train_time:20367779ms step_avg:720.96ms
step:28262/40500 train_loss:1.6113 aux_loss:0.0026 train_time:20368501ms step_avg:720.96ms
step:28263/40500 train_loss:1.5752 aux_loss:0.0026 train_time:20369220ms step_avg:720.96ms
step:28264/40500 train_loss:1.5025 aux_loss:0.0025 train_time:20369949ms step_avg:720.96ms
step:28265/40500 train_loss:1.6312 aux_loss:0.0026 train_time:20370669ms step_avg:720.96ms
step:28266/40500 train_loss:1.5696 aux_loss:0.0023 train_time:20371389ms step_avg:720.96ms
step:28267/40500 train_loss:1.5658 aux_loss:0.0024 train_time:20372112ms step_avg:720.96ms
step:28268/40500 train_loss:1.5583 aux_loss:0.0025 train_time:20372833ms step_avg:720.96ms
step:28269/40500 train_loss:1.6532 aux_loss:0.0025 train_time:20373555ms step_avg:720.96ms
step:28270/40500 train_loss:1.5745 aux_loss:0.0023 train_time:20374279ms step_avg:720.96ms
step:28271/40500 train_loss:1.4872 aux_loss:0.0024 train_time:20375000ms step_avg:720.96ms
step:28272/40500 train_loss:1.6343 aux_loss:0.0024 train_time:20375720ms step_avg:720.96ms
step:28273/40500 train_loss:1.6009 aux_loss:0.0035 train_time:20376441ms step_avg:720.96ms
step:28274/40500 train_loss:1.5360 aux_loss:0.0024 train_time:20377163ms step_avg:720.96ms
step:28275/40500 train_loss:1.5613 aux_loss:0.0024 train_time:20377884ms step_avg:720.96ms
step:28276/40500 train_loss:1.6130 aux_loss:0.0025 train_time:20378602ms step_avg:720.96ms
step:28277/40500 train_loss:1.5525 aux_loss:0.0023 train_time:20379325ms step_avg:720.96ms
step:28278/40500 train_loss:1.5467 aux_loss:0.0028 train_time:20380044ms step_avg:720.96ms
step:28279/40500 train_loss:1.5204 aux_loss:0.0025 train_time:20380763ms step_avg:720.96ms
step:28280/40500 train_loss:1.5537 aux_loss:0.0024 train_time:20381483ms step_avg:720.96ms
step:28281/40500 train_loss:1.5851 aux_loss:0.0024 train_time:20382204ms step_avg:720.96ms
step:28282/40500 train_loss:1.5472 aux_loss:0.0025 train_time:20382927ms step_avg:720.96ms
step:28283/40500 train_loss:1.5675 aux_loss:0.0027 train_time:20383649ms step_avg:720.96ms
step:28284/40500 train_loss:1.5781 aux_loss:0.0025 train_time:20384369ms step_avg:720.96ms
step:28285/40500 train_loss:1.5894 aux_loss:0.0027 train_time:20385090ms step_avg:720.96ms
step:28286/40500 train_loss:1.5815 aux_loss:0.0026 train_time:20385811ms step_avg:720.96ms
step:28287/40500 train_loss:1.5591 aux_loss:0.0026 train_time:20386535ms step_avg:720.96ms
step:28288/40500 train_loss:1.5589 aux_loss:0.0025 train_time:20387256ms step_avg:720.96ms
step:28289/40500 train_loss:1.5758 aux_loss:0.0028 train_time:20387978ms step_avg:720.96ms
step:28290/40500 train_loss:1.5839 aux_loss:0.0025 train_time:20388699ms step_avg:720.96ms
step:28291/40500 train_loss:1.5495 aux_loss:0.0025 train_time:20389419ms step_avg:720.96ms
step:28292/40500 train_loss:1.5755 aux_loss:0.0025 train_time:20390139ms step_avg:720.96ms
step:28293/40500 train_loss:1.6074 aux_loss:0.0041 train_time:20390859ms step_avg:720.96ms
step:28294/40500 train_loss:1.5474 aux_loss:0.0026 train_time:20391579ms step_avg:720.96ms
step:28295/40500 train_loss:1.6149 aux_loss:0.0025 train_time:20392300ms step_avg:720.96ms
step:28296/40500 train_loss:1.5314 aux_loss:0.0025 train_time:20393019ms step_avg:720.96ms
step:28297/40500 train_loss:1.5544 aux_loss:0.0032 train_time:20393741ms step_avg:720.96ms
step:28298/40500 train_loss:1.6500 aux_loss:0.0024 train_time:20394459ms step_avg:720.96ms
step:28299/40500 train_loss:1.5851 aux_loss:0.0025 train_time:20395181ms step_avg:720.96ms
step:28300/40500 train_loss:1.6067 aux_loss:0.0024 train_time:20395901ms step_avg:720.96ms
step:28301/40500 train_loss:1.5624 aux_loss:0.0025 train_time:20396620ms step_avg:720.96ms
step:28302/40500 train_loss:1.5530 aux_loss:0.0024 train_time:20397339ms step_avg:720.96ms
step:28303/40500 train_loss:1.5744 aux_loss:0.0027 train_time:20398061ms step_avg:720.96ms
step:28304/40500 train_loss:1.5891 aux_loss:0.0025 train_time:20398780ms step_avg:720.96ms
step:28305/40500 train_loss:1.5992 aux_loss:0.0025 train_time:20399498ms step_avg:720.96ms
step:28306/40500 train_loss:1.5869 aux_loss:0.0025 train_time:20400218ms step_avg:720.96ms
step:28307/40500 train_loss:1.5188 aux_loss:0.0026 train_time:20400936ms step_avg:720.96ms
step:28308/40500 train_loss:1.5467 aux_loss:0.0024 train_time:20401657ms step_avg:720.96ms
step:28309/40500 train_loss:1.5773 aux_loss:0.0023 train_time:20402377ms step_avg:720.96ms
step:28310/40500 train_loss:1.5349 aux_loss:0.0023 train_time:20403098ms step_avg:720.96ms
step:28311/40500 train_loss:1.5253 aux_loss:0.0027 train_time:20403818ms step_avg:720.96ms
step:28312/40500 train_loss:1.5969 aux_loss:0.0028 train_time:20404537ms step_avg:720.96ms
step:28313/40500 train_loss:1.5706 aux_loss:0.0026 train_time:20405257ms step_avg:720.96ms
step:28314/40500 train_loss:1.5588 aux_loss:0.0024 train_time:20405977ms step_avg:720.96ms
step:28315/40500 train_loss:1.5551 aux_loss:0.0024 train_time:20406696ms step_avg:720.96ms
step:28316/40500 train_loss:1.5770 aux_loss:0.0024 train_time:20407418ms step_avg:720.96ms
step:28317/40500 train_loss:1.5346 aux_loss:0.0024 train_time:20408138ms step_avg:720.96ms
step:28318/40500 train_loss:1.5076 aux_loss:0.0025 train_time:20408857ms step_avg:720.96ms
step:28319/40500 train_loss:1.5659 aux_loss:0.0024 train_time:20409579ms step_avg:720.96ms
step:28320/40500 train_loss:1.5813 aux_loss:0.0026 train_time:20410298ms step_avg:720.96ms
step:28321/40500 train_loss:1.5500 aux_loss:0.0025 train_time:20411022ms step_avg:720.96ms
step:28322/40500 train_loss:1.5957 aux_loss:0.0026 train_time:20411743ms step_avg:720.96ms
step:28323/40500 train_loss:1.5685 aux_loss:0.0024 train_time:20412466ms step_avg:720.96ms
step:28324/40500 train_loss:1.5433 aux_loss:0.0023 train_time:20413188ms step_avg:720.96ms
step:28325/40500 train_loss:1.5703 aux_loss:0.0026 train_time:20413910ms step_avg:720.96ms
step:28326/40500 train_loss:1.5722 aux_loss:0.0025 train_time:20414631ms step_avg:720.96ms
step:28327/40500 train_loss:1.5381 aux_loss:0.0023 train_time:20415350ms step_avg:720.96ms
step:28328/40500 train_loss:1.5130 aux_loss:0.0025 train_time:20416073ms step_avg:720.96ms
step:28329/40500 train_loss:1.5308 aux_loss:0.0025 train_time:20416793ms step_avg:720.96ms
step:28330/40500 train_loss:1.6070 aux_loss:0.0025 train_time:20417514ms step_avg:720.96ms
step:28331/40500 train_loss:1.6110 aux_loss:0.0025 train_time:20418235ms step_avg:720.96ms
step:28332/40500 train_loss:1.5618 aux_loss:0.0026 train_time:20418956ms step_avg:720.96ms
step:28333/40500 train_loss:1.5899 aux_loss:0.0025 train_time:20419676ms step_avg:720.96ms
step:28334/40500 train_loss:1.5923 aux_loss:0.0025 train_time:20420397ms step_avg:720.96ms
step:28335/40500 train_loss:1.6068 aux_loss:0.0024 train_time:20421119ms step_avg:720.96ms
step:28336/40500 train_loss:1.5812 aux_loss:0.0024 train_time:20421840ms step_avg:720.96ms
step:28337/40500 train_loss:1.6202 aux_loss:0.0025 train_time:20422562ms step_avg:720.96ms
step:28338/40500 train_loss:1.5310 aux_loss:0.0028 train_time:20423285ms step_avg:720.96ms
step:28339/40500 train_loss:1.6162 aux_loss:0.0025 train_time:20424007ms step_avg:720.96ms
step:28340/40500 train_loss:1.5625 aux_loss:0.0024 train_time:20424729ms step_avg:720.96ms
step:28341/40500 train_loss:1.6146 aux_loss:0.0024 train_time:20425449ms step_avg:720.96ms
step:28342/40500 train_loss:1.5705 aux_loss:0.0024 train_time:20426169ms step_avg:720.96ms
step:28343/40500 train_loss:1.5344 aux_loss:0.0022 train_time:20426890ms step_avg:720.96ms
step:28344/40500 train_loss:1.5130 aux_loss:0.0025 train_time:20427610ms step_avg:720.96ms
step:28345/40500 train_loss:1.6028 aux_loss:0.0030 train_time:20428331ms step_avg:720.96ms
step:28346/40500 train_loss:1.5882 aux_loss:0.0023 train_time:20429048ms step_avg:720.96ms
step:28347/40500 train_loss:1.5238 aux_loss:0.0022 train_time:20429769ms step_avg:720.96ms
step:28348/40500 train_loss:1.5658 aux_loss:0.0024 train_time:20430489ms step_avg:720.96ms
step:28349/40500 train_loss:1.5954 aux_loss:0.0025 train_time:20431209ms step_avg:720.96ms
step:28350/40500 train_loss:1.5695 aux_loss:0.0025 train_time:20431928ms step_avg:720.96ms
step:28351/40500 train_loss:1.6565 aux_loss:0.0027 train_time:20432650ms step_avg:720.96ms
step:28352/40500 train_loss:1.6091 aux_loss:0.0024 train_time:20433375ms step_avg:720.96ms
step:28353/40500 train_loss:1.5915 aux_loss:0.0023 train_time:20434096ms step_avg:720.96ms
step:28354/40500 train_loss:1.6047 aux_loss:0.0026 train_time:20434816ms step_avg:720.96ms
step:28355/40500 train_loss:1.5580 aux_loss:0.0025 train_time:20435539ms step_avg:720.96ms
step:28356/40500 train_loss:1.5005 aux_loss:0.0024 train_time:20436260ms step_avg:720.96ms
step:28357/40500 train_loss:1.5673 aux_loss:0.0026 train_time:20436982ms step_avg:720.96ms
step:28358/40500 train_loss:1.5930 aux_loss:0.0026 train_time:20437703ms step_avg:720.96ms
step:28359/40500 train_loss:1.5836 aux_loss:0.0029 train_time:20438424ms step_avg:720.96ms
step:28360/40500 train_loss:1.5949 aux_loss:0.0024 train_time:20439145ms step_avg:720.96ms
step:28361/40500 train_loss:1.5159 aux_loss:0.0024 train_time:20439866ms step_avg:720.96ms
step:28362/40500 train_loss:1.5853 aux_loss:0.0025 train_time:20440586ms step_avg:720.96ms
step:28363/40500 train_loss:1.5773 aux_loss:0.0025 train_time:20441306ms step_avg:720.96ms
step:28364/40500 train_loss:1.5797 aux_loss:0.0026 train_time:20442025ms step_avg:720.96ms
step:28365/40500 train_loss:1.5363 aux_loss:0.0024 train_time:20442745ms step_avg:720.96ms
step:28366/40500 train_loss:1.6115 aux_loss:0.0025 train_time:20443465ms step_avg:720.96ms
step:28367/40500 train_loss:1.5483 aux_loss:0.0027 train_time:20444186ms step_avg:720.96ms
step:28368/40500 train_loss:1.5631 aux_loss:0.0027 train_time:20444905ms step_avg:720.96ms
step:28369/40500 train_loss:1.5582 aux_loss:0.0028 train_time:20445626ms step_avg:720.96ms
step:28370/40500 train_loss:1.5107 aux_loss:0.0027 train_time:20446349ms step_avg:720.96ms
step:28371/40500 train_loss:1.5584 aux_loss:0.0025 train_time:20447068ms step_avg:720.96ms
step:28372/40500 train_loss:1.5830 aux_loss:0.0023 train_time:20447787ms step_avg:720.96ms
step:28373/40500 train_loss:1.5308 aux_loss:0.0026 train_time:20448506ms step_avg:720.96ms
step:28374/40500 train_loss:1.5814 aux_loss:0.0024 train_time:20449227ms step_avg:720.96ms
step:28375/40500 train_loss:1.6037 aux_loss:0.0025 train_time:20449947ms step_avg:720.96ms
step:28376/40500 train_loss:1.5629 aux_loss:0.0024 train_time:20450668ms step_avg:720.96ms
step:28377/40500 train_loss:1.5796 aux_loss:0.0028 train_time:20451390ms step_avg:720.96ms
step:28378/40500 train_loss:1.5394 aux_loss:0.0026 train_time:20452108ms step_avg:720.96ms
step:28379/40500 train_loss:1.6261 aux_loss:0.0026 train_time:20452827ms step_avg:720.96ms
step:28380/40500 train_loss:1.5938 aux_loss:0.0026 train_time:20453548ms step_avg:720.96ms
step:28381/40500 train_loss:1.6363 aux_loss:0.0025 train_time:20454271ms step_avg:720.96ms
step:28382/40500 train_loss:1.5514 aux_loss:0.0025 train_time:20454991ms step_avg:720.96ms
step:28383/40500 train_loss:1.5280 aux_loss:0.0025 train_time:20455715ms step_avg:720.96ms
step:28384/40500 train_loss:1.5589 aux_loss:0.0025 train_time:20456439ms step_avg:720.96ms
step:28385/40500 train_loss:1.5632 aux_loss:0.0026 train_time:20457158ms step_avg:720.96ms
step:28386/40500 train_loss:1.5280 aux_loss:0.0022 train_time:20457879ms step_avg:720.96ms
step:28387/40500 train_loss:1.5964 aux_loss:0.0024 train_time:20458600ms step_avg:720.96ms
step:28388/40500 train_loss:1.6190 aux_loss:0.0025 train_time:20459321ms step_avg:720.96ms
step:28389/40500 train_loss:1.5834 aux_loss:0.0025 train_time:20460041ms step_avg:720.96ms
step:28390/40500 train_loss:1.6043 aux_loss:0.0026 train_time:20460761ms step_avg:720.96ms
step:28391/40500 train_loss:1.5156 aux_loss:0.0025 train_time:20461481ms step_avg:720.96ms
step:28392/40500 train_loss:1.5573 aux_loss:0.0031 train_time:20462201ms step_avg:720.96ms
step:28393/40500 train_loss:1.5516 aux_loss:0.0026 train_time:20462920ms step_avg:720.96ms
step:28394/40500 train_loss:1.5265 aux_loss:0.0026 train_time:20463641ms step_avg:720.96ms
step:28395/40500 train_loss:1.5579 aux_loss:0.0025 train_time:20464361ms step_avg:720.96ms
step:28396/40500 train_loss:1.5704 aux_loss:0.0025 train_time:20465081ms step_avg:720.96ms
step:28397/40500 train_loss:1.5625 aux_loss:0.0025 train_time:20465802ms step_avg:720.96ms
step:28398/40500 train_loss:1.6111 aux_loss:0.0026 train_time:20466522ms step_avg:720.96ms
step:28399/40500 train_loss:1.4910 aux_loss:0.0023 train_time:20467242ms step_avg:720.96ms
step:28400/40500 train_loss:1.5507 aux_loss:0.0025 train_time:20467963ms step_avg:720.96ms
step:28401/40500 train_loss:1.5787 aux_loss:0.0025 train_time:20468684ms step_avg:720.96ms
step:28402/40500 train_loss:1.5417 aux_loss:0.0024 train_time:20469406ms step_avg:720.96ms
step:28403/40500 train_loss:1.5589 aux_loss:0.0026 train_time:20470127ms step_avg:720.96ms
step:28404/40500 train_loss:1.5876 aux_loss:0.0024 train_time:20470849ms step_avg:720.96ms
step:28405/40500 train_loss:1.5591 aux_loss:0.0027 train_time:20471570ms step_avg:720.96ms
step:28406/40500 train_loss:1.5959 aux_loss:0.0025 train_time:20472292ms step_avg:720.96ms
step:28407/40500 train_loss:1.5528 aux_loss:0.0025 train_time:20473014ms step_avg:720.96ms
step:28408/40500 train_loss:1.5862 aux_loss:0.0024 train_time:20473735ms step_avg:720.96ms
step:28409/40500 train_loss:1.5213 aux_loss:0.0025 train_time:20474455ms step_avg:720.96ms
step:28410/40500 train_loss:1.5719 aux_loss:0.0024 train_time:20475176ms step_avg:720.96ms
step:28411/40500 train_loss:1.5356 aux_loss:0.0025 train_time:20475896ms step_avg:720.96ms
step:28412/40500 train_loss:1.5250 aux_loss:0.0024 train_time:20476615ms step_avg:720.96ms
step:28413/40500 train_loss:1.5024 aux_loss:0.0023 train_time:20477337ms step_avg:720.96ms
step:28414/40500 train_loss:1.5389 aux_loss:0.0023 train_time:20478059ms step_avg:720.96ms
step:28415/40500 train_loss:1.5532 aux_loss:0.0024 train_time:20478778ms step_avg:720.96ms
step:28416/40500 train_loss:1.5254 aux_loss:0.0025 train_time:20479498ms step_avg:720.96ms
step:28417/40500 train_loss:1.5630 aux_loss:0.0025 train_time:20480219ms step_avg:720.96ms
step:28418/40500 train_loss:1.5200 aux_loss:0.0025 train_time:20480938ms step_avg:720.96ms
step:28419/40500 train_loss:1.5905 aux_loss:0.0030 train_time:20481657ms step_avg:720.96ms
step:28420/40500 train_loss:1.6010 aux_loss:0.0026 train_time:20482379ms step_avg:720.96ms
step:28421/40500 train_loss:1.5283 aux_loss:0.0025 train_time:20483097ms step_avg:720.96ms
step:28422/40500 train_loss:1.5818 aux_loss:0.0025 train_time:20483818ms step_avg:720.96ms
step:28423/40500 train_loss:1.5393 aux_loss:0.0026 train_time:20484540ms step_avg:720.96ms
step:28424/40500 train_loss:1.5991 aux_loss:0.0026 train_time:20485260ms step_avg:720.96ms
step:28425/40500 train_loss:1.5593 aux_loss:0.0027 train_time:20485981ms step_avg:720.96ms
step:28426/40500 train_loss:1.5639 aux_loss:0.0024 train_time:20486702ms step_avg:720.96ms
step:28427/40500 train_loss:1.5255 aux_loss:0.0024 train_time:20487425ms step_avg:720.96ms
step:28428/40500 train_loss:1.5999 aux_loss:0.0024 train_time:20488144ms step_avg:720.96ms
step:28429/40500 train_loss:1.5057 aux_loss:0.0025 train_time:20488866ms step_avg:720.96ms
step:28430/40500 train_loss:1.5611 aux_loss:0.0024 train_time:20489585ms step_avg:720.96ms
step:28431/40500 train_loss:1.5772 aux_loss:0.0025 train_time:20490307ms step_avg:720.96ms
step:28432/40500 train_loss:1.5733 aux_loss:0.0046 train_time:20491030ms step_avg:720.96ms
step:28433/40500 train_loss:1.5892 aux_loss:0.0025 train_time:20491751ms step_avg:720.96ms
step:28434/40500 train_loss:1.5323 aux_loss:0.0025 train_time:20492470ms step_avg:720.96ms
step:28435/40500 train_loss:1.5791 aux_loss:0.0025 train_time:20493192ms step_avg:720.96ms
step:28436/40500 train_loss:1.5555 aux_loss:0.0026 train_time:20493911ms step_avg:720.96ms
step:28437/40500 train_loss:1.5971 aux_loss:0.0024 train_time:20494632ms step_avg:720.96ms
step:28438/40500 train_loss:1.5556 aux_loss:0.0024 train_time:20495352ms step_avg:720.96ms
step:28439/40500 train_loss:1.5882 aux_loss:0.0023 train_time:20496072ms step_avg:720.96ms
step:28440/40500 train_loss:1.5501 aux_loss:0.0025 train_time:20496793ms step_avg:720.96ms
step:28441/40500 train_loss:1.5628 aux_loss:0.0023 train_time:20497513ms step_avg:720.96ms
step:28442/40500 train_loss:1.5290 aux_loss:0.0026 train_time:20498233ms step_avg:720.96ms
step:28443/40500 train_loss:1.6347 aux_loss:0.0026 train_time:20498955ms step_avg:720.96ms
step:28444/40500 train_loss:1.5605 aux_loss:0.0024 train_time:20499676ms step_avg:720.96ms
step:28445/40500 train_loss:1.4886 aux_loss:0.0026 train_time:20500397ms step_avg:720.96ms
step:28446/40500 train_loss:1.5863 aux_loss:0.0027 train_time:20501119ms step_avg:720.96ms
step:28447/40500 train_loss:1.5982 aux_loss:0.0027 train_time:20501842ms step_avg:720.96ms
step:28448/40500 train_loss:1.5611 aux_loss:0.0028 train_time:20502563ms step_avg:720.96ms
step:28449/40500 train_loss:1.5417 aux_loss:0.0026 train_time:20503285ms step_avg:720.96ms
step:28450/40500 train_loss:1.5177 aux_loss:0.0025 train_time:20504007ms step_avg:720.96ms
step:28451/40500 train_loss:1.5848 aux_loss:0.0025 train_time:20504727ms step_avg:720.96ms
step:28452/40500 train_loss:1.5463 aux_loss:0.0025 train_time:20505447ms step_avg:720.96ms
step:28453/40500 train_loss:1.5734 aux_loss:0.0024 train_time:20506168ms step_avg:720.96ms
step:28454/40500 train_loss:1.5103 aux_loss:0.0023 train_time:20506886ms step_avg:720.96ms
step:28455/40500 train_loss:1.5220 aux_loss:0.0024 train_time:20507606ms step_avg:720.96ms
step:28456/40500 train_loss:1.5108 aux_loss:0.0029 train_time:20508327ms step_avg:720.96ms
step:28457/40500 train_loss:1.5676 aux_loss:0.0028 train_time:20509047ms step_avg:720.96ms
step:28458/40500 train_loss:1.5892 aux_loss:0.0028 train_time:20509768ms step_avg:720.96ms
step:28459/40500 train_loss:1.5410 aux_loss:0.0025 train_time:20510487ms step_avg:720.96ms
step:28460/40500 train_loss:1.5957 aux_loss:0.0026 train_time:20511206ms step_avg:720.96ms
step:28461/40500 train_loss:1.5516 aux_loss:0.0024 train_time:20511924ms step_avg:720.96ms
step:28462/40500 train_loss:1.5113 aux_loss:0.0025 train_time:20512644ms step_avg:720.96ms
step:28463/40500 train_loss:1.6023 aux_loss:0.0027 train_time:20513364ms step_avg:720.96ms
step:28464/40500 train_loss:1.5738 aux_loss:0.0024 train_time:20514085ms step_avg:720.96ms
step:28465/40500 train_loss:1.5932 aux_loss:0.0024 train_time:20514804ms step_avg:720.96ms
step:28466/40500 train_loss:1.5263 aux_loss:0.0025 train_time:20515524ms step_avg:720.96ms
step:28467/40500 train_loss:1.5646 aux_loss:0.0025 train_time:20516245ms step_avg:720.96ms
step:28468/40500 train_loss:1.5964 aux_loss:0.0023 train_time:20516966ms step_avg:720.96ms
step:28469/40500 train_loss:1.5722 aux_loss:0.0022 train_time:20517685ms step_avg:720.96ms
step:28470/40500 train_loss:1.5781 aux_loss:0.0023 train_time:20518406ms step_avg:720.96ms
step:28471/40500 train_loss:1.6156 aux_loss:0.0027 train_time:20519127ms step_avg:720.96ms
step:28472/40500 train_loss:1.6127 aux_loss:0.0025 train_time:20519845ms step_avg:720.96ms
step:28473/40500 train_loss:1.5643 aux_loss:0.0026 train_time:20520564ms step_avg:720.96ms
step:28474/40500 train_loss:1.5891 aux_loss:0.0026 train_time:20521284ms step_avg:720.96ms
step:28475/40500 train_loss:1.5247 aux_loss:0.0025 train_time:20522004ms step_avg:720.96ms
step:28476/40500 train_loss:1.5466 aux_loss:0.0025 train_time:20522724ms step_avg:720.96ms
step:28477/40500 train_loss:1.5615 aux_loss:0.0024 train_time:20523446ms step_avg:720.96ms
step:28478/40500 train_loss:1.5761 aux_loss:0.0024 train_time:20524165ms step_avg:720.96ms
step:28479/40500 train_loss:1.6336 aux_loss:0.0024 train_time:20524885ms step_avg:720.96ms
step:28480/40500 train_loss:1.5339 aux_loss:0.0024 train_time:20525603ms step_avg:720.96ms
step:28481/40500 train_loss:1.5783 aux_loss:0.0023 train_time:20526320ms step_avg:720.96ms
step:28482/40500 train_loss:1.5428 aux_loss:0.0024 train_time:20527045ms step_avg:720.96ms
step:28483/40500 train_loss:1.5570 aux_loss:0.0025 train_time:20527763ms step_avg:720.96ms
step:28484/40500 train_loss:1.5239 aux_loss:0.0025 train_time:20528483ms step_avg:720.96ms
step:28485/40500 train_loss:1.6434 aux_loss:0.0027 train_time:20529203ms step_avg:720.96ms
step:28486/40500 train_loss:1.5690 aux_loss:0.0025 train_time:20529921ms step_avg:720.96ms
step:28487/40500 train_loss:1.5220 aux_loss:0.0026 train_time:20530640ms step_avg:720.96ms
step:28488/40500 train_loss:1.6462 aux_loss:0.0027 train_time:20531361ms step_avg:720.96ms
step:28489/40500 train_loss:1.5529 aux_loss:0.0026 train_time:20532079ms step_avg:720.96ms
step:28490/40500 train_loss:1.5592 aux_loss:0.0026 train_time:20532798ms step_avg:720.95ms
step:28491/40500 train_loss:1.5706 aux_loss:0.0027 train_time:20533520ms step_avg:720.96ms
step:28492/40500 train_loss:1.5617 aux_loss:0.0025 train_time:20534241ms step_avg:720.96ms
step:28493/40500 train_loss:1.5775 aux_loss:0.0033 train_time:20534961ms step_avg:720.95ms
step:28494/40500 train_loss:1.6607 aux_loss:0.0024 train_time:20535680ms step_avg:720.95ms
step:28495/40500 train_loss:1.5958 aux_loss:0.0023 train_time:20536400ms step_avg:720.95ms
step:28496/40500 train_loss:1.5586 aux_loss:0.0026 train_time:20537122ms step_avg:720.95ms
step:28497/40500 train_loss:1.5417 aux_loss:0.0026 train_time:20537842ms step_avg:720.95ms
step:28498/40500 train_loss:1.5604 aux_loss:0.0026 train_time:20538561ms step_avg:720.95ms
step:28499/40500 train_loss:1.6278 aux_loss:0.0024 train_time:20539283ms step_avg:720.95ms
step:28500/40500 train_loss:1.5463 aux_loss:0.0026 train_time:20540004ms step_avg:720.95ms
step:28501/40500 train_loss:1.5367 aux_loss:0.0024 train_time:20540720ms step_avg:720.95ms
step:28502/40500 train_loss:1.5548 aux_loss:0.0026 train_time:20541441ms step_avg:720.95ms
step:28503/40500 train_loss:1.5862 aux_loss:0.0026 train_time:20542162ms step_avg:720.95ms
step:28504/40500 train_loss:1.6129 aux_loss:0.0025 train_time:20542881ms step_avg:720.95ms
step:28505/40500 train_loss:1.5457 aux_loss:0.0025 train_time:20543602ms step_avg:720.95ms
step:28506/40500 train_loss:1.5492 aux_loss:0.0026 train_time:20544324ms step_avg:720.95ms
step:28507/40500 train_loss:1.5627 aux_loss:0.0025 train_time:20545044ms step_avg:720.95ms
step:28508/40500 train_loss:1.6020 aux_loss:0.0025 train_time:20545764ms step_avg:720.95ms
step:28509/40500 train_loss:1.5074 aux_loss:0.0025 train_time:20546484ms step_avg:720.95ms
step:28510/40500 train_loss:1.5501 aux_loss:0.0027 train_time:20547205ms step_avg:720.95ms
step:28511/40500 train_loss:1.5228 aux_loss:0.0024 train_time:20547924ms step_avg:720.95ms
step:28512/40500 train_loss:1.5597 aux_loss:0.0025 train_time:20548646ms step_avg:720.95ms
step:28513/40500 train_loss:1.6319 aux_loss:0.0026 train_time:20549368ms step_avg:720.95ms
step:28514/40500 train_loss:1.6146 aux_loss:0.0026 train_time:20550088ms step_avg:720.95ms
step:28515/40500 train_loss:1.5491 aux_loss:0.0026 train_time:20550808ms step_avg:720.95ms
step:28516/40500 train_loss:1.5804 aux_loss:0.0027 train_time:20551528ms step_avg:720.95ms
step:28517/40500 train_loss:1.5777 aux_loss:0.0024 train_time:20552249ms step_avg:720.95ms
step:28518/40500 train_loss:1.5671 aux_loss:0.0023 train_time:20552970ms step_avg:720.95ms
step:28519/40500 train_loss:1.5390 aux_loss:0.0026 train_time:20553690ms step_avg:720.95ms
step:28520/40500 train_loss:1.5720 aux_loss:0.0026 train_time:20554415ms step_avg:720.95ms
step:28521/40500 train_loss:1.5761 aux_loss:0.0024 train_time:20555135ms step_avg:720.95ms
step:28522/40500 train_loss:1.5538 aux_loss:0.0026 train_time:20555856ms step_avg:720.95ms
step:28523/40500 train_loss:1.5698 aux_loss:0.0024 train_time:20556576ms step_avg:720.95ms
step:28524/40500 train_loss:1.5507 aux_loss:0.0024 train_time:20557294ms step_avg:720.95ms
step:28525/40500 train_loss:1.4962 aux_loss:0.0025 train_time:20558015ms step_avg:720.95ms
step:28526/40500 train_loss:1.5766 aux_loss:0.0026 train_time:20558735ms step_avg:720.95ms
step:28527/40500 train_loss:1.5779 aux_loss:0.0031 train_time:20559453ms step_avg:720.95ms
step:28528/40500 train_loss:1.5405 aux_loss:0.0025 train_time:20560172ms step_avg:720.95ms
step:28529/40500 train_loss:1.6078 aux_loss:0.0025 train_time:20560890ms step_avg:720.95ms
step:28530/40500 train_loss:1.5867 aux_loss:0.0024 train_time:20561612ms step_avg:720.95ms
step:28531/40500 train_loss:1.5835 aux_loss:0.0025 train_time:20562332ms step_avg:720.95ms
step:28532/40500 train_loss:1.4906 aux_loss:0.0023 train_time:20563052ms step_avg:720.95ms
step:28533/40500 train_loss:1.5949 aux_loss:0.0023 train_time:20563771ms step_avg:720.95ms
step:28534/40500 train_loss:1.6065 aux_loss:0.0024 train_time:20564492ms step_avg:720.95ms
step:28535/40500 train_loss:1.5776 aux_loss:0.0024 train_time:20565210ms step_avg:720.95ms
step:28536/40500 train_loss:1.5509 aux_loss:0.0029 train_time:20565931ms step_avg:720.95ms
step:28537/40500 train_loss:1.5616 aux_loss:0.0024 train_time:20566651ms step_avg:720.95ms
step:28538/40500 train_loss:1.5487 aux_loss:0.0026 train_time:20567371ms step_avg:720.95ms
step:28539/40500 train_loss:1.6220 aux_loss:0.0024 train_time:20568094ms step_avg:720.95ms
step:28540/40500 train_loss:1.5414 aux_loss:0.0026 train_time:20568813ms step_avg:720.95ms
step:28541/40500 train_loss:1.5402 aux_loss:0.0023 train_time:20569533ms step_avg:720.95ms
step:28542/40500 train_loss:1.5725 aux_loss:0.0022 train_time:20570252ms step_avg:720.95ms
step:28543/40500 train_loss:1.6349 aux_loss:0.0023 train_time:20570973ms step_avg:720.95ms
step:28544/40500 train_loss:1.5396 aux_loss:0.0025 train_time:20571690ms step_avg:720.95ms
step:28545/40500 train_loss:1.5730 aux_loss:0.0025 train_time:20572409ms step_avg:720.95ms
step:28546/40500 train_loss:1.5948 aux_loss:0.0025 train_time:20573129ms step_avg:720.95ms
step:28547/40500 train_loss:1.5695 aux_loss:0.0024 train_time:20573850ms step_avg:720.95ms
step:28548/40500 train_loss:1.4920 aux_loss:0.0024 train_time:20574570ms step_avg:720.95ms
step:28549/40500 train_loss:1.5396 aux_loss:0.0023 train_time:20575291ms step_avg:720.95ms
step:28550/40500 train_loss:1.5584 aux_loss:0.0028 train_time:20576011ms step_avg:720.95ms
step:28551/40500 train_loss:1.5429 aux_loss:0.0024 train_time:20576731ms step_avg:720.95ms
step:28552/40500 train_loss:1.5896 aux_loss:0.0026 train_time:20577450ms step_avg:720.95ms
step:28553/40500 train_loss:1.6019 aux_loss:0.0026 train_time:20578172ms step_avg:720.95ms
step:28554/40500 train_loss:1.6102 aux_loss:0.0022 train_time:20578893ms step_avg:720.95ms
step:28555/40500 train_loss:1.5166 aux_loss:0.0024 train_time:20579612ms step_avg:720.95ms
step:28556/40500 train_loss:1.5566 aux_loss:0.0023 train_time:20580332ms step_avg:720.95ms
step:28557/40500 train_loss:1.5867 aux_loss:0.0024 train_time:20581053ms step_avg:720.95ms
step:28558/40500 train_loss:1.5495 aux_loss:0.0048 train_time:20581773ms step_avg:720.95ms
step:28559/40500 train_loss:1.5558 aux_loss:0.0026 train_time:20582493ms step_avg:720.95ms
step:28560/40500 train_loss:1.5223 aux_loss:0.0024 train_time:20583215ms step_avg:720.95ms
step:28561/40500 train_loss:1.6070 aux_loss:0.0028 train_time:20583938ms step_avg:720.95ms
step:28562/40500 train_loss:1.5645 aux_loss:0.0025 train_time:20584658ms step_avg:720.95ms
step:28563/40500 train_loss:1.6686 aux_loss:0.0028 train_time:20585377ms step_avg:720.95ms
step:28564/40500 train_loss:1.5437 aux_loss:0.0025 train_time:20586099ms step_avg:720.95ms
step:28565/40500 train_loss:1.5531 aux_loss:0.0032 train_time:20586823ms step_avg:720.95ms
step:28566/40500 train_loss:1.5516 aux_loss:0.0024 train_time:20587543ms step_avg:720.95ms
step:28567/40500 train_loss:1.5977 aux_loss:0.0025 train_time:20588263ms step_avg:720.95ms
step:28568/40500 train_loss:1.5678 aux_loss:0.0027 train_time:20588984ms step_avg:720.95ms
step:28569/40500 train_loss:1.5836 aux_loss:0.0031 train_time:20589703ms step_avg:720.95ms
step:28570/40500 train_loss:1.6075 aux_loss:0.0027 train_time:20590423ms step_avg:720.95ms
step:28571/40500 train_loss:1.5595 aux_loss:0.0026 train_time:20591143ms step_avg:720.95ms
step:28572/40500 train_loss:1.6095 aux_loss:0.0025 train_time:20591863ms step_avg:720.95ms
step:28573/40500 train_loss:1.5648 aux_loss:0.0024 train_time:20592583ms step_avg:720.95ms
step:28574/40500 train_loss:1.5679 aux_loss:0.0024 train_time:20593302ms step_avg:720.95ms
step:28575/40500 train_loss:1.5978 aux_loss:0.0026 train_time:20594023ms step_avg:720.95ms
step:28576/40500 train_loss:1.5600 aux_loss:0.0025 train_time:20594744ms step_avg:720.95ms
step:28577/40500 train_loss:1.5786 aux_loss:0.0026 train_time:20595464ms step_avg:720.95ms
step:28578/40500 train_loss:1.6269 aux_loss:0.0025 train_time:20596182ms step_avg:720.95ms
step:28579/40500 train_loss:1.5964 aux_loss:0.0025 train_time:20596903ms step_avg:720.95ms
step:28580/40500 train_loss:1.5528 aux_loss:0.0024 train_time:20597623ms step_avg:720.95ms
step:28581/40500 train_loss:1.5725 aux_loss:0.0024 train_time:20598342ms step_avg:720.95ms
step:28582/40500 train_loss:1.5385 aux_loss:0.0024 train_time:20599062ms step_avg:720.95ms
step:28583/40500 train_loss:1.6397 aux_loss:0.0034 train_time:20599782ms step_avg:720.95ms
step:28584/40500 train_loss:1.5561 aux_loss:0.0025 train_time:20600500ms step_avg:720.95ms
step:28585/40500 train_loss:1.6003 aux_loss:0.0025 train_time:20601219ms step_avg:720.95ms
step:28586/40500 train_loss:1.6084 aux_loss:0.0026 train_time:20601939ms step_avg:720.95ms
step:28587/40500 train_loss:1.5601 aux_loss:0.0033 train_time:20602660ms step_avg:720.95ms
step:28588/40500 train_loss:1.5632 aux_loss:0.0026 train_time:20603381ms step_avg:720.95ms
step:28589/40500 train_loss:1.6586 aux_loss:0.0027 train_time:20604099ms step_avg:720.95ms
step:28590/40500 train_loss:1.5537 aux_loss:0.0024 train_time:20604819ms step_avg:720.95ms
step:28591/40500 train_loss:1.5484 aux_loss:0.0022 train_time:20605540ms step_avg:720.95ms
step:28592/40500 train_loss:1.6182 aux_loss:0.0023 train_time:20606260ms step_avg:720.95ms
step:28593/40500 train_loss:1.5742 aux_loss:0.0024 train_time:20606978ms step_avg:720.95ms
step:28594/40500 train_loss:1.5665 aux_loss:0.0023 train_time:20607698ms step_avg:720.95ms
step:28595/40500 train_loss:1.5114 aux_loss:0.0023 train_time:20608418ms step_avg:720.95ms
step:28596/40500 train_loss:1.5526 aux_loss:0.0025 train_time:20609138ms step_avg:720.95ms
step:28597/40500 train_loss:1.5587 aux_loss:0.0028 train_time:20609857ms step_avg:720.95ms
step:28598/40500 train_loss:1.6248 aux_loss:0.0024 train_time:20610577ms step_avg:720.95ms
step:28599/40500 train_loss:1.5403 aux_loss:0.0027 train_time:20611297ms step_avg:720.95ms
step:28600/40500 train_loss:1.5782 aux_loss:0.0024 train_time:20612017ms step_avg:720.95ms
step:28601/40500 train_loss:1.6161 aux_loss:0.0026 train_time:20612736ms step_avg:720.95ms
step:28602/40500 train_loss:1.6299 aux_loss:0.0025 train_time:20613456ms step_avg:720.95ms
step:28603/40500 train_loss:1.5712 aux_loss:0.0025 train_time:20614177ms step_avg:720.95ms
step:28604/40500 train_loss:1.5414 aux_loss:0.0026 train_time:20614896ms step_avg:720.95ms
step:28605/40500 train_loss:1.5740 aux_loss:0.0025 train_time:20615616ms step_avg:720.95ms
step:28606/40500 train_loss:1.6079 aux_loss:0.0025 train_time:20616336ms step_avg:720.95ms
step:28607/40500 train_loss:1.5848 aux_loss:0.0025 train_time:20617056ms step_avg:720.95ms
step:28608/40500 train_loss:1.6083 aux_loss:0.0025 train_time:20617775ms step_avg:720.95ms
step:28609/40500 train_loss:1.5818 aux_loss:0.0027 train_time:20618494ms step_avg:720.95ms
step:28610/40500 train_loss:1.6041 aux_loss:0.0024 train_time:20619215ms step_avg:720.95ms
step:28611/40500 train_loss:1.5819 aux_loss:0.0023 train_time:20619935ms step_avg:720.95ms
step:28612/40500 train_loss:1.5820 aux_loss:0.0024 train_time:20620653ms step_avg:720.95ms
step:28613/40500 train_loss:1.5458 aux_loss:0.0024 train_time:20621372ms step_avg:720.95ms
step:28614/40500 train_loss:1.5866 aux_loss:0.0025 train_time:20622092ms step_avg:720.95ms
step:28615/40500 train_loss:1.5854 aux_loss:0.0025 train_time:20622812ms step_avg:720.95ms
step:28616/40500 train_loss:1.5236 aux_loss:0.0024 train_time:20623532ms step_avg:720.95ms
step:28617/40500 train_loss:1.5600 aux_loss:0.0025 train_time:20624254ms step_avg:720.95ms
step:28618/40500 train_loss:1.5443 aux_loss:0.0023 train_time:20624973ms step_avg:720.95ms
step:28619/40500 train_loss:1.5731 aux_loss:0.0024 train_time:20625692ms step_avg:720.95ms
step:28620/40500 train_loss:1.5883 aux_loss:0.0024 train_time:20626410ms step_avg:720.95ms
step:28621/40500 train_loss:1.5725 aux_loss:0.0025 train_time:20627130ms step_avg:720.95ms
step:28622/40500 train_loss:1.5654 aux_loss:0.0023 train_time:20627851ms step_avg:720.95ms
step:28623/40500 train_loss:1.5998 aux_loss:0.0025 train_time:20628572ms step_avg:720.95ms
step:28624/40500 train_loss:1.5951 aux_loss:0.0026 train_time:20629291ms step_avg:720.95ms
step:28625/40500 train_loss:1.5634 aux_loss:0.0025 train_time:20630012ms step_avg:720.95ms
step:28626/40500 train_loss:1.6251 aux_loss:0.0023 train_time:20630731ms step_avg:720.95ms
step:28627/40500 train_loss:1.5420 aux_loss:0.0027 train_time:20631452ms step_avg:720.95ms
step:28628/40500 train_loss:1.5425 aux_loss:0.0026 train_time:20632172ms step_avg:720.95ms
step:28629/40500 train_loss:1.5302 aux_loss:0.0026 train_time:20632891ms step_avg:720.95ms
step:28630/40500 train_loss:1.5838 aux_loss:0.0025 train_time:20633610ms step_avg:720.95ms
step:28631/40500 train_loss:1.5872 aux_loss:0.0025 train_time:20634331ms step_avg:720.95ms
step:28632/40500 train_loss:1.5941 aux_loss:0.0024 train_time:20635051ms step_avg:720.95ms
step:28633/40500 train_loss:1.5618 aux_loss:0.0025 train_time:20635771ms step_avg:720.95ms
step:28634/40500 train_loss:1.5937 aux_loss:0.0025 train_time:20636491ms step_avg:720.95ms
step:28635/40500 train_loss:1.5726 aux_loss:0.0027 train_time:20637211ms step_avg:720.95ms
step:28636/40500 train_loss:1.5384 aux_loss:0.0024 train_time:20637931ms step_avg:720.95ms
step:28637/40500 train_loss:1.5919 aux_loss:0.0023 train_time:20638651ms step_avg:720.95ms
step:28638/40500 train_loss:1.5912 aux_loss:0.0023 train_time:20639371ms step_avg:720.95ms
step:28639/40500 train_loss:1.6374 aux_loss:0.0024 train_time:20640090ms step_avg:720.95ms
step:28640/40500 train_loss:1.5606 aux_loss:0.0027 train_time:20640809ms step_avg:720.95ms
step:28641/40500 train_loss:1.5728 aux_loss:0.0027 train_time:20641528ms step_avg:720.95ms
step:28642/40500 train_loss:1.5237 aux_loss:0.0025 train_time:20642248ms step_avg:720.95ms
step:28643/40500 train_loss:1.5856 aux_loss:0.0025 train_time:20642969ms step_avg:720.95ms
step:28644/40500 train_loss:1.5267 aux_loss:0.0026 train_time:20643688ms step_avg:720.95ms
step:28645/40500 train_loss:1.5462 aux_loss:0.0027 train_time:20644408ms step_avg:720.95ms
step:28646/40500 train_loss:1.6058 aux_loss:0.0026 train_time:20645128ms step_avg:720.95ms
step:28647/40500 train_loss:1.5669 aux_loss:0.0026 train_time:20645847ms step_avg:720.95ms
step:28648/40500 train_loss:1.6517 aux_loss:0.0026 train_time:20646567ms step_avg:720.95ms
step:28649/40500 train_loss:1.5432 aux_loss:0.0026 train_time:20647286ms step_avg:720.95ms
step:28650/40500 train_loss:1.5795 aux_loss:0.0025 train_time:20648006ms step_avg:720.95ms
step:28651/40500 train_loss:1.5475 aux_loss:0.0024 train_time:20648726ms step_avg:720.95ms
step:28652/40500 train_loss:1.6133 aux_loss:0.0025 train_time:20649446ms step_avg:720.95ms
step:28653/40500 train_loss:1.5113 aux_loss:0.0023 train_time:20650166ms step_avg:720.95ms
step:28654/40500 train_loss:1.6361 aux_loss:0.0024 train_time:20650886ms step_avg:720.95ms
step:28655/40500 train_loss:1.4831 aux_loss:0.0025 train_time:20651604ms step_avg:720.95ms
step:28656/40500 train_loss:1.6669 aux_loss:0.0025 train_time:20652325ms step_avg:720.95ms
step:28657/40500 train_loss:1.5029 aux_loss:0.0023 train_time:20653046ms step_avg:720.95ms
step:28658/40500 train_loss:1.5764 aux_loss:0.0025 train_time:20653766ms step_avg:720.95ms
step:28659/40500 train_loss:1.5531 aux_loss:0.0026 train_time:20654485ms step_avg:720.95ms
step:28660/40500 train_loss:1.5644 aux_loss:0.0027 train_time:20655205ms step_avg:720.95ms
step:28661/40500 train_loss:1.5987 aux_loss:0.0024 train_time:20655925ms step_avg:720.95ms
step:28662/40500 train_loss:1.5745 aux_loss:0.0029 train_time:20656645ms step_avg:720.95ms
step:28663/40500 train_loss:1.5527 aux_loss:0.0027 train_time:20657365ms step_avg:720.95ms
step:28664/40500 train_loss:1.5445 aux_loss:0.0024 train_time:20658082ms step_avg:720.95ms
step:28665/40500 train_loss:1.5678 aux_loss:0.0025 train_time:20658803ms step_avg:720.95ms
step:28666/40500 train_loss:1.6003 aux_loss:0.0026 train_time:20659525ms step_avg:720.95ms
step:28667/40500 train_loss:1.5713 aux_loss:0.0025 train_time:20660245ms step_avg:720.95ms
step:28668/40500 train_loss:1.5507 aux_loss:0.0026 train_time:20660966ms step_avg:720.95ms
step:28669/40500 train_loss:1.5660 aux_loss:0.0025 train_time:20661687ms step_avg:720.95ms
step:28670/40500 train_loss:1.6135 aux_loss:0.0023 train_time:20662406ms step_avg:720.95ms
step:28671/40500 train_loss:1.5888 aux_loss:0.0026 train_time:20663126ms step_avg:720.95ms
step:28672/40500 train_loss:1.5580 aux_loss:0.0023 train_time:20663846ms step_avg:720.95ms
step:28673/40500 train_loss:1.6063 aux_loss:0.0027 train_time:20664565ms step_avg:720.95ms
step:28674/40500 train_loss:1.6047 aux_loss:0.0024 train_time:20665284ms step_avg:720.95ms
step:28675/40500 train_loss:1.6133 aux_loss:0.0024 train_time:20666003ms step_avg:720.95ms
step:28676/40500 train_loss:1.5666 aux_loss:0.0025 train_time:20666722ms step_avg:720.95ms
step:28677/40500 train_loss:1.5718 aux_loss:0.0164 train_time:20667441ms step_avg:720.95ms
step:28678/40500 train_loss:1.6350 aux_loss:0.0027 train_time:20668161ms step_avg:720.95ms
step:28679/40500 train_loss:1.5555 aux_loss:0.0025 train_time:20668882ms step_avg:720.95ms
step:28680/40500 train_loss:1.5380 aux_loss:0.0024 train_time:20669601ms step_avg:720.95ms
step:28681/40500 train_loss:1.6064 aux_loss:0.0024 train_time:20670321ms step_avg:720.95ms
step:28682/40500 train_loss:1.5554 aux_loss:0.0023 train_time:20671041ms step_avg:720.95ms
step:28683/40500 train_loss:1.6116 aux_loss:0.0026 train_time:20671761ms step_avg:720.95ms
step:28684/40500 train_loss:1.6397 aux_loss:0.0025 train_time:20672480ms step_avg:720.95ms
step:28685/40500 train_loss:1.5869 aux_loss:0.0025 train_time:20673201ms step_avg:720.95ms
step:28686/40500 train_loss:1.6018 aux_loss:0.0026 train_time:20673921ms step_avg:720.95ms
step:28687/40500 train_loss:1.5649 aux_loss:0.0025 train_time:20674640ms step_avg:720.95ms
step:28688/40500 train_loss:1.5434 aux_loss:0.0025 train_time:20675360ms step_avg:720.95ms
step:28689/40500 train_loss:1.5722 aux_loss:0.0023 train_time:20676078ms step_avg:720.95ms
step:28690/40500 train_loss:1.5722 aux_loss:0.0023 train_time:20676799ms step_avg:720.95ms
step:28691/40500 train_loss:1.5950 aux_loss:0.0024 train_time:20677519ms step_avg:720.95ms
step:28692/40500 train_loss:1.5313 aux_loss:0.0024 train_time:20678239ms step_avg:720.95ms
step:28693/40500 train_loss:1.5471 aux_loss:0.0026 train_time:20678958ms step_avg:720.95ms
step:28694/40500 train_loss:1.5456 aux_loss:0.0024 train_time:20679679ms step_avg:720.95ms
step:28695/40500 train_loss:1.5648 aux_loss:0.0025 train_time:20680398ms step_avg:720.95ms
step:28696/40500 train_loss:1.5383 aux_loss:0.0025 train_time:20681117ms step_avg:720.95ms
step:28697/40500 train_loss:1.5571 aux_loss:0.0026 train_time:20681838ms step_avg:720.95ms
step:28698/40500 train_loss:1.6078 aux_loss:0.0027 train_time:20682557ms step_avg:720.95ms
step:28699/40500 train_loss:1.5681 aux_loss:0.0029 train_time:20683278ms step_avg:720.95ms
step:28700/40500 train_loss:1.5569 aux_loss:0.0026 train_time:20683998ms step_avg:720.95ms
step:28701/40500 train_loss:1.5701 aux_loss:0.0024 train_time:20684717ms step_avg:720.95ms
step:28702/40500 train_loss:1.5354 aux_loss:0.0023 train_time:20685436ms step_avg:720.95ms
step:28703/40500 train_loss:1.5720 aux_loss:0.0024 train_time:20686156ms step_avg:720.95ms
step:28704/40500 train_loss:1.5417 aux_loss:0.0024 train_time:20686878ms step_avg:720.95ms
step:28705/40500 train_loss:1.5404 aux_loss:0.0026 train_time:20687596ms step_avg:720.95ms
step:28706/40500 train_loss:1.6024 aux_loss:0.0026 train_time:20688318ms step_avg:720.95ms
step:28707/40500 train_loss:1.6007 aux_loss:0.0025 train_time:20689038ms step_avg:720.95ms
step:28708/40500 train_loss:1.5610 aux_loss:0.0027 train_time:20689756ms step_avg:720.95ms
step:28709/40500 train_loss:1.5068 aux_loss:0.0026 train_time:20690475ms step_avg:720.95ms
step:28710/40500 train_loss:1.5981 aux_loss:0.0025 train_time:20691196ms step_avg:720.95ms
step:28711/40500 train_loss:1.5964 aux_loss:0.0026 train_time:20691915ms step_avg:720.95ms
step:28712/40500 train_loss:1.5093 aux_loss:0.0023 train_time:20692636ms step_avg:720.95ms
step:28713/40500 train_loss:1.5296 aux_loss:0.0027 train_time:20693356ms step_avg:720.95ms
step:28714/40500 train_loss:1.5628 aux_loss:0.0023 train_time:20694075ms step_avg:720.95ms
step:28715/40500 train_loss:1.6105 aux_loss:0.0026 train_time:20694795ms step_avg:720.95ms
step:28716/40500 train_loss:1.6344 aux_loss:0.0024 train_time:20695514ms step_avg:720.95ms
step:28717/40500 train_loss:1.5999 aux_loss:0.0024 train_time:20696234ms step_avg:720.95ms
step:28718/40500 train_loss:1.5232 aux_loss:0.0024 train_time:20696954ms step_avg:720.95ms
step:28719/40500 train_loss:1.5403 aux_loss:0.0024 train_time:20697674ms step_avg:720.95ms
step:28720/40500 train_loss:1.5707 aux_loss:0.0025 train_time:20698394ms step_avg:720.95ms
step:28721/40500 train_loss:1.5833 aux_loss:0.0025 train_time:20699113ms step_avg:720.95ms
step:28722/40500 train_loss:1.5911 aux_loss:0.0032 train_time:20699832ms step_avg:720.95ms
step:28723/40500 train_loss:1.6024 aux_loss:0.0029 train_time:20700553ms step_avg:720.95ms
step:28724/40500 train_loss:1.5320 aux_loss:0.0026 train_time:20701273ms step_avg:720.95ms
step:28725/40500 train_loss:1.5870 aux_loss:0.0025 train_time:20701993ms step_avg:720.95ms
step:28726/40500 train_loss:1.5610 aux_loss:0.0023 train_time:20702713ms step_avg:720.95ms
step:28727/40500 train_loss:1.5669 aux_loss:0.0024 train_time:20703435ms step_avg:720.95ms
step:28728/40500 train_loss:1.5515 aux_loss:0.0023 train_time:20704154ms step_avg:720.95ms
step:28729/40500 train_loss:1.6210 aux_loss:0.0024 train_time:20704874ms step_avg:720.95ms
step:28730/40500 train_loss:1.6202 aux_loss:0.0025 train_time:20705595ms step_avg:720.95ms
step:28731/40500 train_loss:1.5894 aux_loss:0.0026 train_time:20706314ms step_avg:720.95ms
step:28732/40500 train_loss:1.5419 aux_loss:0.0026 train_time:20707036ms step_avg:720.95ms
step:28733/40500 train_loss:1.5506 aux_loss:0.0025 train_time:20707756ms step_avg:720.95ms
step:28734/40500 train_loss:1.5897 aux_loss:0.0025 train_time:20708477ms step_avg:720.95ms
step:28735/40500 train_loss:1.5911 aux_loss:0.0027 train_time:20709199ms step_avg:720.95ms
step:28736/40500 train_loss:1.5268 aux_loss:0.0034 train_time:20709921ms step_avg:720.95ms
step:28737/40500 train_loss:1.5258 aux_loss:0.0025 train_time:20710643ms step_avg:720.95ms
step:28738/40500 train_loss:1.5611 aux_loss:0.0024 train_time:20711366ms step_avg:720.95ms
step:28739/40500 train_loss:1.5496 aux_loss:0.0023 train_time:20712086ms step_avg:720.95ms
step:28740/40500 train_loss:1.5382 aux_loss:0.0026 train_time:20712807ms step_avg:720.95ms
step:28741/40500 train_loss:1.5982 aux_loss:0.0024 train_time:20713528ms step_avg:720.95ms
step:28742/40500 train_loss:1.5932 aux_loss:0.0024 train_time:20714248ms step_avg:720.95ms
step:28743/40500 train_loss:1.5850 aux_loss:0.0024 train_time:20714967ms step_avg:720.95ms
step:28744/40500 train_loss:1.5674 aux_loss:0.0025 train_time:20715687ms step_avg:720.95ms
step:28745/40500 train_loss:1.5823 aux_loss:0.0027 train_time:20716408ms step_avg:720.95ms
step:28746/40500 train_loss:1.5050 aux_loss:0.0025 train_time:20717128ms step_avg:720.95ms
step:28747/40500 train_loss:1.5946 aux_loss:0.0028 train_time:20717847ms step_avg:720.95ms
step:28748/40500 train_loss:1.5696 aux_loss:0.0026 train_time:20718566ms step_avg:720.95ms
step:28749/40500 train_loss:1.5740 aux_loss:0.0027 train_time:20719286ms step_avg:720.95ms
step:28750/40500 train_loss:1.5604 aux_loss:0.0024 train_time:20720006ms step_avg:720.95ms
step:28751/40500 train_loss:1.5443 aux_loss:0.0024 train_time:20720727ms step_avg:720.95ms
step:28752/40500 train_loss:1.6219 aux_loss:0.0026 train_time:20721445ms step_avg:720.95ms
step:28753/40500 train_loss:1.5510 aux_loss:0.0025 train_time:20722164ms step_avg:720.95ms
step:28754/40500 train_loss:1.5443 aux_loss:0.0026 train_time:20722885ms step_avg:720.95ms
step:28755/40500 train_loss:1.5162 aux_loss:0.0026 train_time:20723603ms step_avg:720.95ms
step:28756/40500 train_loss:1.5394 aux_loss:0.0025 train_time:20724326ms step_avg:720.95ms
step:28757/40500 train_loss:1.5369 aux_loss:0.0025 train_time:20725045ms step_avg:720.95ms
step:28758/40500 train_loss:1.5228 aux_loss:0.0026 train_time:20725766ms step_avg:720.95ms
step:28759/40500 train_loss:1.5448 aux_loss:0.0026 train_time:20726483ms step_avg:720.95ms
step:28760/40500 train_loss:1.5598 aux_loss:0.0023 train_time:20727204ms step_avg:720.95ms
step:28761/40500 train_loss:1.5635 aux_loss:0.0024 train_time:20727924ms step_avg:720.95ms
step:28762/40500 train_loss:1.5367 aux_loss:0.0024 train_time:20728642ms step_avg:720.95ms
step:28763/40500 train_loss:1.6516 aux_loss:0.0025 train_time:20729365ms step_avg:720.95ms
step:28764/40500 train_loss:1.5876 aux_loss:0.0024 train_time:20730085ms step_avg:720.95ms
step:28765/40500 train_loss:1.5968 aux_loss:0.0029 train_time:20730806ms step_avg:720.95ms
step:28766/40500 train_loss:1.5467 aux_loss:0.0026 train_time:20731528ms step_avg:720.95ms
step:28767/40500 train_loss:1.5701 aux_loss:0.0024 train_time:20732247ms step_avg:720.95ms
step:28768/40500 train_loss:1.5863 aux_loss:0.0023 train_time:20732968ms step_avg:720.95ms
step:28769/40500 train_loss:1.6167 aux_loss:0.0025 train_time:20733689ms step_avg:720.95ms
step:28770/40500 train_loss:1.6003 aux_loss:0.0026 train_time:20734405ms step_avg:720.95ms
step:28771/40500 train_loss:1.5428 aux_loss:0.0025 train_time:20735125ms step_avg:720.95ms
step:28772/40500 train_loss:1.5942 aux_loss:0.0026 train_time:20735843ms step_avg:720.95ms
step:28773/40500 train_loss:1.5714 aux_loss:0.0026 train_time:20736562ms step_avg:720.95ms
step:28774/40500 train_loss:1.5488 aux_loss:0.0025 train_time:20737282ms step_avg:720.95ms
step:28775/40500 train_loss:1.5683 aux_loss:0.0025 train_time:20738005ms step_avg:720.95ms
step:28776/40500 train_loss:1.5899 aux_loss:0.0023 train_time:20738726ms step_avg:720.95ms
step:28777/40500 train_loss:1.5954 aux_loss:0.0032 train_time:20739446ms step_avg:720.95ms
step:28778/40500 train_loss:1.5789 aux_loss:0.0027 train_time:20740168ms step_avg:720.95ms
step:28779/40500 train_loss:1.5439 aux_loss:0.0026 train_time:20740887ms step_avg:720.95ms
step:28780/40500 train_loss:1.5457 aux_loss:0.0023 train_time:20741607ms step_avg:720.95ms
step:28781/40500 train_loss:1.5384 aux_loss:0.0023 train_time:20742328ms step_avg:720.95ms
step:28782/40500 train_loss:1.5436 aux_loss:0.0024 train_time:20743047ms step_avg:720.95ms
step:28783/40500 train_loss:1.5965 aux_loss:0.0026 train_time:20743769ms step_avg:720.95ms
step:28784/40500 train_loss:1.5474 aux_loss:0.0024 train_time:20744490ms step_avg:720.95ms
step:28785/40500 train_loss:1.6474 aux_loss:0.0024 train_time:20745210ms step_avg:720.95ms
step:28786/40500 train_loss:1.5386 aux_loss:0.0024 train_time:20745931ms step_avg:720.95ms
step:28787/40500 train_loss:1.5626 aux_loss:0.0032 train_time:20746652ms step_avg:720.95ms
step:28788/40500 train_loss:1.5327 aux_loss:0.0025 train_time:20747372ms step_avg:720.95ms
step:28789/40500 train_loss:1.5398 aux_loss:0.0024 train_time:20748093ms step_avg:720.95ms
step:28790/40500 train_loss:1.5262 aux_loss:0.0024 train_time:20748816ms step_avg:720.95ms
step:28791/40500 train_loss:1.5912 aux_loss:0.0027 train_time:20749536ms step_avg:720.95ms
step:28792/40500 train_loss:1.5432 aux_loss:0.0024 train_time:20750257ms step_avg:720.95ms
step:28793/40500 train_loss:1.5607 aux_loss:0.0026 train_time:20750977ms step_avg:720.95ms
step:28794/40500 train_loss:1.6079 aux_loss:0.0027 train_time:20751698ms step_avg:720.95ms
step:28795/40500 train_loss:1.5754 aux_loss:0.0027 train_time:20752418ms step_avg:720.95ms
step:28796/40500 train_loss:1.5235 aux_loss:0.0024 train_time:20753138ms step_avg:720.95ms
step:28797/40500 train_loss:1.5373 aux_loss:0.0025 train_time:20753858ms step_avg:720.95ms
step:28798/40500 train_loss:1.5544 aux_loss:0.0024 train_time:20754577ms step_avg:720.95ms
step:28799/40500 train_loss:1.5704 aux_loss:0.0024 train_time:20755296ms step_avg:720.95ms
step:28800/40500 train_loss:1.5699 aux_loss:0.0023 train_time:20756015ms step_avg:720.95ms
step:28801/40500 train_loss:1.5447 aux_loss:0.0025 train_time:20756736ms step_avg:720.95ms
step:28802/40500 train_loss:1.5250 aux_loss:0.0024 train_time:20757456ms step_avg:720.95ms
step:28803/40500 train_loss:1.5641 aux_loss:0.0026 train_time:20758175ms step_avg:720.95ms
step:28804/40500 train_loss:1.5683 aux_loss:0.0025 train_time:20758896ms step_avg:720.95ms
step:28805/40500 train_loss:1.5175 aux_loss:0.0024 train_time:20759614ms step_avg:720.95ms
step:28806/40500 train_loss:1.5460 aux_loss:0.0024 train_time:20760334ms step_avg:720.95ms
step:28807/40500 train_loss:1.5573 aux_loss:0.0024 train_time:20761058ms step_avg:720.95ms
step:28808/40500 train_loss:1.5345 aux_loss:0.0024 train_time:20761776ms step_avg:720.95ms
step:28809/40500 train_loss:1.5890 aux_loss:0.0025 train_time:20762495ms step_avg:720.95ms
step:28810/40500 train_loss:1.6224 aux_loss:0.0024 train_time:20763217ms step_avg:720.95ms
step:28811/40500 train_loss:1.6137 aux_loss:0.0026 train_time:20763936ms step_avg:720.94ms
step:28812/40500 train_loss:1.6183 aux_loss:0.0026 train_time:20764654ms step_avg:720.94ms
step:28813/40500 train_loss:1.5713 aux_loss:0.0026 train_time:20765374ms step_avg:720.94ms
step:28814/40500 train_loss:1.5946 aux_loss:0.0024 train_time:20766094ms step_avg:720.94ms
step:28815/40500 train_loss:1.5597 aux_loss:0.0025 train_time:20766814ms step_avg:720.94ms
step:28816/40500 train_loss:1.6100 aux_loss:0.0028 train_time:20767533ms step_avg:720.94ms
step:28817/40500 train_loss:1.5496 aux_loss:0.0027 train_time:20768253ms step_avg:720.94ms
step:28818/40500 train_loss:1.5737 aux_loss:0.0025 train_time:20768973ms step_avg:720.94ms
step:28819/40500 train_loss:1.5776 aux_loss:0.0024 train_time:20769691ms step_avg:720.94ms
step:28820/40500 train_loss:1.5667 aux_loss:0.0024 train_time:20770412ms step_avg:720.94ms
step:28821/40500 train_loss:1.5674 aux_loss:0.0025 train_time:20771132ms step_avg:720.94ms
step:28822/40500 train_loss:1.5129 aux_loss:0.0024 train_time:20771852ms step_avg:720.94ms
step:28823/40500 train_loss:1.5392 aux_loss:0.0025 train_time:20772572ms step_avg:720.94ms
step:28824/40500 train_loss:1.5802 aux_loss:0.0025 train_time:20773293ms step_avg:720.94ms
step:28825/40500 train_loss:1.5730 aux_loss:0.0026 train_time:20774015ms step_avg:720.94ms
step:28826/40500 train_loss:1.5629 aux_loss:0.0025 train_time:20774734ms step_avg:720.94ms
step:28827/40500 train_loss:1.5487 aux_loss:0.0023 train_time:20775452ms step_avg:720.94ms
step:28828/40500 train_loss:1.6003 aux_loss:0.0023 train_time:20776172ms step_avg:720.94ms
step:28829/40500 train_loss:1.6092 aux_loss:0.0024 train_time:20776891ms step_avg:720.94ms
step:28830/40500 train_loss:1.5953 aux_loss:0.0025 train_time:20777612ms step_avg:720.94ms
step:28831/40500 train_loss:1.5886 aux_loss:0.0027 train_time:20778333ms step_avg:720.94ms
step:28832/40500 train_loss:1.5614 aux_loss:0.0024 train_time:20779053ms step_avg:720.94ms
step:28833/40500 train_loss:1.5611 aux_loss:0.0024 train_time:20779774ms step_avg:720.94ms
step:28834/40500 train_loss:1.6296 aux_loss:0.0023 train_time:20780494ms step_avg:720.94ms
step:28835/40500 train_loss:1.5453 aux_loss:0.0025 train_time:20781216ms step_avg:720.94ms
step:28836/40500 train_loss:1.5621 aux_loss:0.0026 train_time:20781935ms step_avg:720.94ms
step:28837/40500 train_loss:1.5836 aux_loss:0.0025 train_time:20782654ms step_avg:720.94ms
step:28838/40500 train_loss:1.5797 aux_loss:0.0023 train_time:20783376ms step_avg:720.94ms
step:28839/40500 train_loss:1.5334 aux_loss:0.0025 train_time:20784096ms step_avg:720.94ms
step:28840/40500 train_loss:1.5377 aux_loss:0.0024 train_time:20784818ms step_avg:720.94ms
step:28841/40500 train_loss:1.5370 aux_loss:0.0024 train_time:20785538ms step_avg:720.94ms
step:28842/40500 train_loss:1.5965 aux_loss:0.0023 train_time:20786259ms step_avg:720.94ms
step:28843/40500 train_loss:1.6013 aux_loss:0.0023 train_time:20786980ms step_avg:720.94ms
step:28844/40500 train_loss:1.5338 aux_loss:0.0022 train_time:20787701ms step_avg:720.94ms
step:28845/40500 train_loss:1.4903 aux_loss:0.0023 train_time:20788423ms step_avg:720.94ms
step:28846/40500 train_loss:1.5493 aux_loss:0.0024 train_time:20789145ms step_avg:720.94ms
step:28847/40500 train_loss:1.5842 aux_loss:0.0027 train_time:20789865ms step_avg:720.94ms
step:28848/40500 train_loss:1.5352 aux_loss:0.0026 train_time:20790584ms step_avg:720.94ms
step:28849/40500 train_loss:1.5644 aux_loss:0.0029 train_time:20791306ms step_avg:720.94ms
step:28850/40500 train_loss:1.6105 aux_loss:0.0030 train_time:20792025ms step_avg:720.94ms
step:28851/40500 train_loss:1.5524 aux_loss:0.0026 train_time:20792745ms step_avg:720.94ms
step:28852/40500 train_loss:1.5923 aux_loss:0.0024 train_time:20793467ms step_avg:720.94ms
step:28853/40500 train_loss:1.6122 aux_loss:0.0025 train_time:20794187ms step_avg:720.94ms
step:28854/40500 train_loss:1.5478 aux_loss:0.0023 train_time:20794905ms step_avg:720.94ms
step:28855/40500 train_loss:1.5763 aux_loss:0.0025 train_time:20795624ms step_avg:720.94ms
step:28856/40500 train_loss:1.5897 aux_loss:0.0025 train_time:20796346ms step_avg:720.94ms
step:28857/40500 train_loss:1.6254 aux_loss:0.0024 train_time:20797066ms step_avg:720.94ms
step:28858/40500 train_loss:1.5502 aux_loss:0.0024 train_time:20797784ms step_avg:720.94ms
step:28859/40500 train_loss:1.5283 aux_loss:0.0024 train_time:20798504ms step_avg:720.94ms
step:28860/40500 train_loss:1.4955 aux_loss:0.0025 train_time:20799223ms step_avg:720.94ms
step:28861/40500 train_loss:1.6219 aux_loss:0.0029 train_time:20799943ms step_avg:720.94ms
step:28862/40500 train_loss:1.5581 aux_loss:0.0028 train_time:20800667ms step_avg:720.94ms
step:28863/40500 train_loss:1.5597 aux_loss:0.0025 train_time:20801386ms step_avg:720.94ms
step:28864/40500 train_loss:1.5863 aux_loss:0.0024 train_time:20802105ms step_avg:720.94ms
step:28865/40500 train_loss:1.5190 aux_loss:0.0024 train_time:20802826ms step_avg:720.94ms
step:28866/40500 train_loss:1.6198 aux_loss:0.0025 train_time:20803545ms step_avg:720.94ms
step:28867/40500 train_loss:1.5825 aux_loss:0.0024 train_time:20804264ms step_avg:720.94ms
step:28868/40500 train_loss:1.5542 aux_loss:0.0024 train_time:20804984ms step_avg:720.94ms
step:28869/40500 train_loss:1.6352 aux_loss:0.0024 train_time:20805707ms step_avg:720.94ms
step:28870/40500 train_loss:1.5759 aux_loss:0.0025 train_time:20806427ms step_avg:720.94ms
step:28871/40500 train_loss:1.5571 aux_loss:0.0027 train_time:20807147ms step_avg:720.94ms
step:28872/40500 train_loss:1.6070 aux_loss:0.0025 train_time:20807870ms step_avg:720.94ms
step:28873/40500 train_loss:1.5896 aux_loss:0.0025 train_time:20808592ms step_avg:720.94ms
step:28874/40500 train_loss:1.5792 aux_loss:0.0026 train_time:20809314ms step_avg:720.94ms
step:28875/40500 train_loss:1.5633 aux_loss:0.0041 train_time:20810034ms step_avg:720.94ms
step:28876/40500 train_loss:1.5767 aux_loss:0.0024 train_time:20810754ms step_avg:720.94ms
step:28877/40500 train_loss:1.5436 aux_loss:0.0026 train_time:20811475ms step_avg:720.94ms
step:28878/40500 train_loss:1.6047 aux_loss:0.0027 train_time:20812196ms step_avg:720.94ms
step:28879/40500 train_loss:1.5446 aux_loss:0.0028 train_time:20812918ms step_avg:720.94ms
step:28880/40500 train_loss:1.5716 aux_loss:0.0025 train_time:20813638ms step_avg:720.94ms
step:28881/40500 train_loss:1.6060 aux_loss:0.0024 train_time:20814357ms step_avg:720.94ms
step:28882/40500 train_loss:1.5364 aux_loss:0.0027 train_time:20815076ms step_avg:720.94ms
step:28883/40500 train_loss:1.6023 aux_loss:0.0024 train_time:20815798ms step_avg:720.94ms
step:28884/40500 train_loss:1.5695 aux_loss:0.0024 train_time:20816518ms step_avg:720.94ms
step:28885/40500 train_loss:1.5833 aux_loss:0.0025 train_time:20817239ms step_avg:720.94ms
step:28886/40500 train_loss:1.5172 aux_loss:0.0024 train_time:20817959ms step_avg:720.94ms
step:28887/40500 train_loss:1.5620 aux_loss:0.0023 train_time:20818679ms step_avg:720.94ms
step:28888/40500 train_loss:1.5567 aux_loss:0.0026 train_time:20819397ms step_avg:720.94ms
step:28889/40500 train_loss:1.5306 aux_loss:0.0030 train_time:20820117ms step_avg:720.94ms
step:28890/40500 train_loss:1.5811 aux_loss:0.0023 train_time:20820838ms step_avg:720.94ms
step:28891/40500 train_loss:1.5105 aux_loss:0.0025 train_time:20821558ms step_avg:720.94ms
step:28892/40500 train_loss:1.5451 aux_loss:0.0024 train_time:20822277ms step_avg:720.94ms
step:28893/40500 train_loss:1.5562 aux_loss:0.0023 train_time:20822998ms step_avg:720.94ms
step:28894/40500 train_loss:1.5604 aux_loss:0.0025 train_time:20823717ms step_avg:720.94ms
step:28895/40500 train_loss:1.5936 aux_loss:0.0029 train_time:20824438ms step_avg:720.94ms
step:28896/40500 train_loss:1.5492 aux_loss:0.0023 train_time:20825158ms step_avg:720.94ms
step:28897/40500 train_loss:1.5955 aux_loss:0.0024 train_time:20825879ms step_avg:720.94ms
step:28898/40500 train_loss:1.5290 aux_loss:0.0025 train_time:20826599ms step_avg:720.94ms
step:28899/40500 train_loss:1.5524 aux_loss:0.0026 train_time:20827321ms step_avg:720.94ms
step:28900/40500 train_loss:1.5556 aux_loss:0.0026 train_time:20828040ms step_avg:720.94ms
step:28901/40500 train_loss:1.6013 aux_loss:0.0026 train_time:20828758ms step_avg:720.94ms
step:28902/40500 train_loss:1.5645 aux_loss:0.0026 train_time:20829479ms step_avg:720.94ms
step:28903/40500 train_loss:1.5544 aux_loss:0.0026 train_time:20830200ms step_avg:720.94ms
step:28904/40500 train_loss:1.5336 aux_loss:0.0028 train_time:20830919ms step_avg:720.94ms
step:28905/40500 train_loss:1.5730 aux_loss:0.0024 train_time:20831639ms step_avg:720.94ms
step:28906/40500 train_loss:1.5848 aux_loss:0.0027 train_time:20832361ms step_avg:720.94ms
step:28907/40500 train_loss:1.5443 aux_loss:0.0023 train_time:20833081ms step_avg:720.94ms
step:28908/40500 train_loss:1.6029 aux_loss:0.0025 train_time:20833800ms step_avg:720.94ms
step:28909/40500 train_loss:1.5476 aux_loss:0.0027 train_time:20834522ms step_avg:720.94ms
step:28910/40500 train_loss:1.5461 aux_loss:0.0024 train_time:20835243ms step_avg:720.94ms
step:28911/40500 train_loss:1.5586 aux_loss:0.0024 train_time:20835963ms step_avg:720.94ms
step:28912/40500 train_loss:1.5911 aux_loss:0.0025 train_time:20836684ms step_avg:720.94ms
step:28913/40500 train_loss:1.6017 aux_loss:0.0025 train_time:20837407ms step_avg:720.94ms
step:28914/40500 train_loss:1.5384 aux_loss:0.0025 train_time:20838127ms step_avg:720.94ms
step:28915/40500 train_loss:1.6392 aux_loss:0.0025 train_time:20838846ms step_avg:720.94ms
step:28916/40500 train_loss:1.5553 aux_loss:0.0024 train_time:20839567ms step_avg:720.94ms
step:28917/40500 train_loss:1.5287 aux_loss:0.0024 train_time:20840289ms step_avg:720.94ms
step:28918/40500 train_loss:1.5647 aux_loss:0.0023 train_time:20841011ms step_avg:720.94ms
step:28919/40500 train_loss:1.5701 aux_loss:0.0041 train_time:20841731ms step_avg:720.94ms
step:28920/40500 train_loss:1.5854 aux_loss:0.0027 train_time:20842452ms step_avg:720.94ms
step:28921/40500 train_loss:1.5401 aux_loss:0.0022 train_time:20843173ms step_avg:720.94ms
step:28922/40500 train_loss:1.6426 aux_loss:0.0022 train_time:20843894ms step_avg:720.94ms
step:28923/40500 train_loss:1.5434 aux_loss:0.0024 train_time:20844615ms step_avg:720.94ms
step:28924/40500 train_loss:1.5896 aux_loss:0.0024 train_time:20845335ms step_avg:720.94ms
step:28925/40500 train_loss:1.5658 aux_loss:0.0026 train_time:20846054ms step_avg:720.94ms
step:28926/40500 train_loss:1.5372 aux_loss:0.0024 train_time:20846774ms step_avg:720.94ms
step:28927/40500 train_loss:1.5953 aux_loss:0.0026 train_time:20847492ms step_avg:720.94ms
step:28928/40500 train_loss:1.5894 aux_loss:0.0024 train_time:20848211ms step_avg:720.94ms
step:28929/40500 train_loss:1.5635 aux_loss:0.0023 train_time:20848931ms step_avg:720.94ms
step:28930/40500 train_loss:1.5660 aux_loss:0.0024 train_time:20849652ms step_avg:720.94ms
step:28931/40500 train_loss:1.5321 aux_loss:0.0024 train_time:20850370ms step_avg:720.94ms
step:28932/40500 train_loss:1.6117 aux_loss:0.0025 train_time:20851091ms step_avg:720.94ms
step:28933/40500 train_loss:1.5624 aux_loss:0.0024 train_time:20851811ms step_avg:720.94ms
step:28934/40500 train_loss:1.5827 aux_loss:0.0025 train_time:20852529ms step_avg:720.94ms
step:28935/40500 train_loss:1.5308 aux_loss:0.0026 train_time:20853248ms step_avg:720.94ms
step:28936/40500 train_loss:1.5331 aux_loss:0.0023 train_time:20853968ms step_avg:720.94ms
step:28937/40500 train_loss:1.5911 aux_loss:0.0023 train_time:20854689ms step_avg:720.94ms
step:28938/40500 train_loss:1.5733 aux_loss:0.0023 train_time:20855408ms step_avg:720.94ms
step:28939/40500 train_loss:1.5769 aux_loss:0.0023 train_time:20856130ms step_avg:720.94ms
step:28940/40500 train_loss:1.5826 aux_loss:0.0025 train_time:20856851ms step_avg:720.94ms
step:28941/40500 train_loss:1.5125 aux_loss:0.0026 train_time:20857569ms step_avg:720.94ms
step:28942/40500 train_loss:1.6094 aux_loss:0.0024 train_time:20858287ms step_avg:720.94ms
step:28943/40500 train_loss:1.5713 aux_loss:0.0023 train_time:20859006ms step_avg:720.94ms
step:28944/40500 train_loss:1.5663 aux_loss:0.0024 train_time:20859726ms step_avg:720.94ms
step:28945/40500 train_loss:1.6018 aux_loss:0.0024 train_time:20860446ms step_avg:720.94ms
step:28946/40500 train_loss:1.5111 aux_loss:0.0025 train_time:20861166ms step_avg:720.94ms
step:28947/40500 train_loss:1.5500 aux_loss:0.0025 train_time:20861886ms step_avg:720.94ms
step:28948/40500 train_loss:1.5930 aux_loss:0.0026 train_time:20862608ms step_avg:720.94ms
step:28949/40500 train_loss:1.5792 aux_loss:0.0026 train_time:20863326ms step_avg:720.94ms
step:28950/40500 train_loss:1.5841 aux_loss:0.0027 train_time:20864046ms step_avg:720.94ms
step:28951/40500 train_loss:1.5665 aux_loss:0.0026 train_time:20864767ms step_avg:720.94ms
step:28952/40500 train_loss:1.5632 aux_loss:0.0027 train_time:20865487ms step_avg:720.94ms
step:28953/40500 train_loss:1.5807 aux_loss:0.0025 train_time:20866208ms step_avg:720.94ms
step:28954/40500 train_loss:1.5693 aux_loss:0.0025 train_time:20866928ms step_avg:720.94ms
step:28955/40500 train_loss:1.5017 aux_loss:0.0025 train_time:20867646ms step_avg:720.94ms
step:28956/40500 train_loss:1.6056 aux_loss:0.0025 train_time:20868365ms step_avg:720.94ms
step:28957/40500 train_loss:1.5627 aux_loss:0.0023 train_time:20869086ms step_avg:720.94ms
step:28958/40500 train_loss:1.6309 aux_loss:0.0024 train_time:20869806ms step_avg:720.94ms
step:28959/40500 train_loss:1.5330 aux_loss:0.0024 train_time:20870524ms step_avg:720.94ms
step:28960/40500 train_loss:1.5870 aux_loss:0.0025 train_time:20871246ms step_avg:720.94ms
step:28961/40500 train_loss:1.5750 aux_loss:0.0026 train_time:20871965ms step_avg:720.94ms
step:28962/40500 train_loss:1.5805 aux_loss:0.0024 train_time:20872683ms step_avg:720.94ms
step:28963/40500 train_loss:1.6047 aux_loss:0.0024 train_time:20873402ms step_avg:720.94ms
step:28964/40500 train_loss:1.5809 aux_loss:0.0027 train_time:20874123ms step_avg:720.94ms
step:28965/40500 train_loss:1.6047 aux_loss:0.0024 train_time:20874843ms step_avg:720.94ms
step:28966/40500 train_loss:1.5431 aux_loss:0.0024 train_time:20875563ms step_avg:720.94ms
step:28967/40500 train_loss:1.5329 aux_loss:0.0025 train_time:20876283ms step_avg:720.94ms
step:28968/40500 train_loss:1.5387 aux_loss:0.0026 train_time:20877003ms step_avg:720.94ms
step:28969/40500 train_loss:1.5059 aux_loss:0.0025 train_time:20877724ms step_avg:720.94ms
step:28970/40500 train_loss:1.5013 aux_loss:0.0024 train_time:20878442ms step_avg:720.94ms
step:28971/40500 train_loss:1.5659 aux_loss:0.0027 train_time:20879163ms step_avg:720.94ms
step:28972/40500 train_loss:1.5934 aux_loss:0.0025 train_time:20879883ms step_avg:720.94ms
step:28973/40500 train_loss:1.5715 aux_loss:0.0024 train_time:20880601ms step_avg:720.94ms
step:28974/40500 train_loss:1.6008 aux_loss:0.0024 train_time:20881321ms step_avg:720.94ms
step:28975/40500 train_loss:1.5855 aux_loss:0.0023 train_time:20882043ms step_avg:720.94ms
step:28976/40500 train_loss:1.5280 aux_loss:0.0024 train_time:20882761ms step_avg:720.94ms
step:28977/40500 train_loss:1.5932 aux_loss:0.0026 train_time:20883480ms step_avg:720.94ms
step:28978/40500 train_loss:1.5919 aux_loss:0.0024 train_time:20884201ms step_avg:720.94ms
step:28979/40500 train_loss:1.5692 aux_loss:0.0024 train_time:20884920ms step_avg:720.94ms
step:28980/40500 train_loss:1.6020 aux_loss:0.0026 train_time:20885642ms step_avg:720.94ms
step:28981/40500 train_loss:1.5546 aux_loss:0.0026 train_time:20886362ms step_avg:720.94ms
step:28982/40500 train_loss:1.5991 aux_loss:0.0025 train_time:20887084ms step_avg:720.94ms
step:28983/40500 train_loss:1.5531 aux_loss:0.0024 train_time:20887802ms step_avg:720.94ms
step:28984/40500 train_loss:1.5480 aux_loss:0.0028 train_time:20888521ms step_avg:720.94ms
step:28985/40500 train_loss:1.6385 aux_loss:0.0025 train_time:20889240ms step_avg:720.94ms
step:28986/40500 train_loss:1.5550 aux_loss:0.0024 train_time:20889958ms step_avg:720.94ms
step:28987/40500 train_loss:1.5240 aux_loss:0.0024 train_time:20890679ms step_avg:720.94ms
step:28988/40500 train_loss:1.5687 aux_loss:0.0025 train_time:20891399ms step_avg:720.94ms
step:28989/40500 train_loss:1.5342 aux_loss:0.0027 train_time:20892119ms step_avg:720.94ms
step:28990/40500 train_loss:1.5623 aux_loss:0.0025 train_time:20892838ms step_avg:720.94ms
step:28991/40500 train_loss:1.6130 aux_loss:0.0026 train_time:20893556ms step_avg:720.94ms
step:28992/40500 train_loss:1.5351 aux_loss:0.0025 train_time:20894277ms step_avg:720.94ms
step:28993/40500 train_loss:1.5974 aux_loss:0.0026 train_time:20894996ms step_avg:720.94ms
step:28994/40500 train_loss:1.5608 aux_loss:0.0026 train_time:20895716ms step_avg:720.94ms
step:28995/40500 train_loss:1.5919 aux_loss:0.0027 train_time:20896436ms step_avg:720.94ms
step:28996/40500 train_loss:1.5840 aux_loss:0.0024 train_time:20897157ms step_avg:720.94ms
step:28997/40500 train_loss:1.6075 aux_loss:0.0025 train_time:20897878ms step_avg:720.94ms
step:28998/40500 train_loss:1.6115 aux_loss:0.0024 train_time:20898596ms step_avg:720.94ms
step:28999/40500 train_loss:1.5257 aux_loss:0.0024 train_time:20899317ms step_avg:720.94ms
step:29000/40500 train_loss:1.5711 aux_loss:0.0024 train_time:20900036ms step_avg:720.94ms
step:29001/40500 train_loss:1.5705 aux_loss:0.0024 train_time:20900757ms step_avg:720.94ms
step:29002/40500 train_loss:1.6070 aux_loss:0.0025 train_time:20901478ms step_avg:720.94ms
step:29003/40500 train_loss:1.5551 aux_loss:0.0023 train_time:20902198ms step_avg:720.94ms
step:29004/40500 train_loss:1.5573 aux_loss:0.0025 train_time:20902916ms step_avg:720.94ms
step:29005/40500 train_loss:1.5788 aux_loss:0.0025 train_time:20903635ms step_avg:720.94ms
step:29006/40500 train_loss:1.5487 aux_loss:0.0026 train_time:20904355ms step_avg:720.94ms
step:29007/40500 train_loss:1.4871 aux_loss:0.0027 train_time:20905075ms step_avg:720.94ms
step:29008/40500 train_loss:1.4735 aux_loss:0.0025 train_time:20905794ms step_avg:720.94ms
step:29009/40500 train_loss:1.5785 aux_loss:0.0024 train_time:20906515ms step_avg:720.94ms
step:29010/40500 train_loss:1.5548 aux_loss:0.0022 train_time:20907234ms step_avg:720.94ms
step:29011/40500 train_loss:1.5645 aux_loss:0.0024 train_time:20907953ms step_avg:720.94ms
step:29012/40500 train_loss:1.5526 aux_loss:0.0025 train_time:20908673ms step_avg:720.94ms
step:29013/40500 train_loss:1.5889 aux_loss:0.0024 train_time:20909391ms step_avg:720.94ms
step:29014/40500 train_loss:1.5826 aux_loss:0.0022 train_time:20910112ms step_avg:720.94ms
step:29015/40500 train_loss:1.5213 aux_loss:0.0024 train_time:20910832ms step_avg:720.94ms
step:29016/40500 train_loss:1.5513 aux_loss:0.0028 train_time:20911553ms step_avg:720.94ms
step:29017/40500 train_loss:1.5548 aux_loss:0.0024 train_time:20912272ms step_avg:720.94ms
step:29018/40500 train_loss:1.5732 aux_loss:0.0025 train_time:20912993ms step_avg:720.94ms
step:29019/40500 train_loss:1.5268 aux_loss:0.0028 train_time:20913713ms step_avg:720.94ms
step:29020/40500 train_loss:1.6051 aux_loss:0.0024 train_time:20914435ms step_avg:720.94ms
step:29021/40500 train_loss:1.5273 aux_loss:0.0025 train_time:20915154ms step_avg:720.94ms
step:29022/40500 train_loss:1.5981 aux_loss:0.0026 train_time:20915873ms step_avg:720.94ms
step:29023/40500 train_loss:1.5961 aux_loss:0.0025 train_time:20916595ms step_avg:720.94ms
step:29024/40500 train_loss:1.5431 aux_loss:0.0025 train_time:20917318ms step_avg:720.94ms
step:29025/40500 train_loss:1.6228 aux_loss:0.0024 train_time:20918035ms step_avg:720.94ms
step:29026/40500 train_loss:1.5255 aux_loss:0.0025 train_time:20918755ms step_avg:720.94ms
step:29027/40500 train_loss:1.5655 aux_loss:0.0024 train_time:20919474ms step_avg:720.94ms
step:29028/40500 train_loss:1.5268 aux_loss:0.0023 train_time:20920192ms step_avg:720.94ms
step:29029/40500 train_loss:1.5210 aux_loss:0.0023 train_time:20920911ms step_avg:720.94ms
step:29030/40500 train_loss:1.5990 aux_loss:0.0023 train_time:20921634ms step_avg:720.94ms
step:29031/40500 train_loss:1.5589 aux_loss:0.0024 train_time:20922354ms step_avg:720.94ms
step:29032/40500 train_loss:1.6004 aux_loss:0.0023 train_time:20923071ms step_avg:720.94ms
step:29033/40500 train_loss:1.6283 aux_loss:0.0026 train_time:20923793ms step_avg:720.94ms
step:29034/40500 train_loss:1.5678 aux_loss:0.0022 train_time:20924513ms step_avg:720.94ms
step:29035/40500 train_loss:1.5787 aux_loss:0.0023 train_time:20925231ms step_avg:720.94ms
step:29036/40500 train_loss:1.6045 aux_loss:0.0025 train_time:20925950ms step_avg:720.94ms
step:29037/40500 train_loss:1.6227 aux_loss:0.0024 train_time:20926670ms step_avg:720.94ms
step:29038/40500 train_loss:1.5689 aux_loss:0.0024 train_time:20927391ms step_avg:720.94ms
step:29039/40500 train_loss:1.5598 aux_loss:0.0024 train_time:20928108ms step_avg:720.94ms
step:29040/40500 train_loss:1.5402 aux_loss:0.0024 train_time:20928827ms step_avg:720.94ms
step:29041/40500 train_loss:1.5208 aux_loss:0.0047 train_time:20929547ms step_avg:720.94ms
step:29042/40500 train_loss:1.5523 aux_loss:0.0026 train_time:20930269ms step_avg:720.94ms
step:29043/40500 train_loss:1.5251 aux_loss:0.0023 train_time:20930986ms step_avg:720.94ms
step:29044/40500 train_loss:1.5434 aux_loss:0.0023 train_time:20931707ms step_avg:720.94ms
step:29045/40500 train_loss:1.5661 aux_loss:0.0024 train_time:20932428ms step_avg:720.94ms
step:29046/40500 train_loss:1.5286 aux_loss:0.0024 train_time:20933147ms step_avg:720.94ms
step:29047/40500 train_loss:1.5458 aux_loss:0.0028 train_time:20933866ms step_avg:720.94ms
step:29048/40500 train_loss:1.5658 aux_loss:0.0024 train_time:20934586ms step_avg:720.94ms
step:29049/40500 train_loss:1.5830 aux_loss:0.0024 train_time:20935306ms step_avg:720.94ms
step:29050/40500 train_loss:1.5086 aux_loss:0.0024 train_time:20936026ms step_avg:720.94ms
step:29051/40500 train_loss:1.5301 aux_loss:0.0024 train_time:20936749ms step_avg:720.94ms
step:29052/40500 train_loss:1.5953 aux_loss:0.0024 train_time:20937468ms step_avg:720.94ms
step:29053/40500 train_loss:1.5912 aux_loss:0.0025 train_time:20938186ms step_avg:720.94ms
step:29054/40500 train_loss:1.5530 aux_loss:0.0026 train_time:20938906ms step_avg:720.94ms
step:29055/40500 train_loss:1.5576 aux_loss:0.0024 train_time:20939627ms step_avg:720.94ms
step:29056/40500 train_loss:1.5655 aux_loss:0.0025 train_time:20940345ms step_avg:720.94ms
step:29057/40500 train_loss:1.5083 aux_loss:0.0025 train_time:20941066ms step_avg:720.94ms
step:29058/40500 train_loss:1.5453 aux_loss:0.0026 train_time:20941786ms step_avg:720.94ms
step:29059/40500 train_loss:1.5361 aux_loss:0.0025 train_time:20942505ms step_avg:720.94ms
step:29060/40500 train_loss:1.4943 aux_loss:0.0027 train_time:20943224ms step_avg:720.94ms
step:29061/40500 train_loss:1.5577 aux_loss:0.0025 train_time:20943943ms step_avg:720.94ms
step:29062/40500 train_loss:1.5365 aux_loss:0.0024 train_time:20944663ms step_avg:720.94ms
step:29063/40500 train_loss:1.4762 aux_loss:0.0023 train_time:20945383ms step_avg:720.94ms
step:29064/40500 train_loss:1.5222 aux_loss:0.0024 train_time:20946104ms step_avg:720.94ms
step:29065/40500 train_loss:1.5674 aux_loss:0.0024 train_time:20946823ms step_avg:720.94ms
step:29066/40500 train_loss:1.5430 aux_loss:0.0025 train_time:20947543ms step_avg:720.94ms
step:29067/40500 train_loss:1.5279 aux_loss:0.0023 train_time:20948263ms step_avg:720.94ms
step:29068/40500 train_loss:1.6279 aux_loss:0.0024 train_time:20948982ms step_avg:720.94ms
step:29069/40500 train_loss:1.5790 aux_loss:0.0025 train_time:20949701ms step_avg:720.94ms
step:29070/40500 train_loss:1.5885 aux_loss:0.0024 train_time:20950422ms step_avg:720.94ms
step:29071/40500 train_loss:1.5879 aux_loss:0.0024 train_time:20951142ms step_avg:720.94ms
step:29072/40500 train_loss:1.5412 aux_loss:0.0023 train_time:20951864ms step_avg:720.94ms
step:29073/40500 train_loss:1.5329 aux_loss:0.0024 train_time:20952583ms step_avg:720.94ms
step:29074/40500 train_loss:1.5716 aux_loss:0.0029 train_time:20953302ms step_avg:720.94ms
step:29075/40500 train_loss:1.5914 aux_loss:0.0026 train_time:20954021ms step_avg:720.94ms
step:29076/40500 train_loss:1.5152 aux_loss:0.0024 train_time:20954740ms step_avg:720.94ms
step:29077/40500 train_loss:1.5181 aux_loss:0.0025 train_time:20955461ms step_avg:720.94ms
step:29078/40500 train_loss:1.5086 aux_loss:0.0025 train_time:20956180ms step_avg:720.94ms
step:29079/40500 train_loss:1.5557 aux_loss:0.0026 train_time:20956901ms step_avg:720.94ms
step:29080/40500 train_loss:1.5443 aux_loss:0.0024 train_time:20957621ms step_avg:720.94ms
step:29081/40500 train_loss:1.5790 aux_loss:0.0023 train_time:20958340ms step_avg:720.94ms
step:29082/40500 train_loss:1.5570 aux_loss:0.0025 train_time:20959059ms step_avg:720.94ms
step:29083/40500 train_loss:1.5808 aux_loss:0.0025 train_time:20959780ms step_avg:720.94ms
step:29084/40500 train_loss:1.5610 aux_loss:0.0024 train_time:20960498ms step_avg:720.94ms
step:29085/40500 train_loss:1.5377 aux_loss:0.0025 train_time:20961218ms step_avg:720.94ms
step:29086/40500 train_loss:1.5668 aux_loss:0.0024 train_time:20961940ms step_avg:720.94ms
step:29087/40500 train_loss:1.5800 aux_loss:0.0024 train_time:20962660ms step_avg:720.94ms
step:29088/40500 train_loss:1.5810 aux_loss:0.0025 train_time:20963378ms step_avg:720.94ms
step:29089/40500 train_loss:1.5690 aux_loss:0.0026 train_time:20964096ms step_avg:720.94ms
step:29090/40500 train_loss:1.5680 aux_loss:0.0027 train_time:20964818ms step_avg:720.94ms
step:29091/40500 train_loss:1.5587 aux_loss:0.0030 train_time:20965537ms step_avg:720.94ms
step:29092/40500 train_loss:1.5738 aux_loss:0.0024 train_time:20966258ms step_avg:720.94ms
step:29093/40500 train_loss:1.5734 aux_loss:0.0025 train_time:20966978ms step_avg:720.94ms
step:29094/40500 train_loss:1.5591 aux_loss:0.0025 train_time:20967698ms step_avg:720.94ms
step:29095/40500 train_loss:1.5446 aux_loss:0.0024 train_time:20968418ms step_avg:720.94ms
step:29096/40500 train_loss:1.5944 aux_loss:0.0049 train_time:20969137ms step_avg:720.94ms
step:29097/40500 train_loss:1.5851 aux_loss:0.0026 train_time:20969858ms step_avg:720.94ms
step:29098/40500 train_loss:1.5932 aux_loss:0.0024 train_time:20970580ms step_avg:720.94ms
step:29099/40500 train_loss:1.6059 aux_loss:0.0023 train_time:20971299ms step_avg:720.94ms
step:29100/40500 train_loss:1.5821 aux_loss:0.0024 train_time:20972019ms step_avg:720.94ms
step:29101/40500 train_loss:1.5927 aux_loss:0.0024 train_time:20972739ms step_avg:720.94ms
step:29102/40500 train_loss:1.5145 aux_loss:0.0024 train_time:20973458ms step_avg:720.94ms
step:29103/40500 train_loss:1.5590 aux_loss:0.0023 train_time:20974176ms step_avg:720.94ms
step:29104/40500 train_loss:1.5719 aux_loss:0.0025 train_time:20974894ms step_avg:720.94ms
step:29105/40500 train_loss:1.5381 aux_loss:0.0026 train_time:20975615ms step_avg:720.94ms
step:29106/40500 train_loss:1.6098 aux_loss:0.0026 train_time:20976334ms step_avg:720.94ms
step:29107/40500 train_loss:1.6226 aux_loss:0.0026 train_time:20977054ms step_avg:720.94ms
step:29108/40500 train_loss:1.5715 aux_loss:0.0029 train_time:20977775ms step_avg:720.94ms
step:29109/40500 train_loss:1.5751 aux_loss:0.0025 train_time:20978495ms step_avg:720.94ms
step:29110/40500 train_loss:1.5638 aux_loss:0.0025 train_time:20979214ms step_avg:720.94ms
step:29111/40500 train_loss:1.5243 aux_loss:0.0024 train_time:20979935ms step_avg:720.94ms
step:29112/40500 train_loss:1.5595 aux_loss:0.0023 train_time:20980654ms step_avg:720.94ms
step:29113/40500 train_loss:1.5988 aux_loss:0.0025 train_time:20981374ms step_avg:720.94ms
step:29114/40500 train_loss:1.5323 aux_loss:0.0025 train_time:20982095ms step_avg:720.94ms
step:29115/40500 train_loss:1.6194 aux_loss:0.0023 train_time:20982815ms step_avg:720.94ms
step:29116/40500 train_loss:1.5876 aux_loss:0.0025 train_time:20983534ms step_avg:720.94ms
step:29117/40500 train_loss:1.5944 aux_loss:0.0025 train_time:20984253ms step_avg:720.93ms
step:29118/40500 train_loss:1.5511 aux_loss:0.0027 train_time:20984973ms step_avg:720.93ms
step:29119/40500 train_loss:1.5504 aux_loss:0.0027 train_time:20985694ms step_avg:720.93ms
step:29120/40500 train_loss:1.5391 aux_loss:0.0023 train_time:20986413ms step_avg:720.93ms
step:29121/40500 train_loss:1.5511 aux_loss:0.0024 train_time:20987132ms step_avg:720.93ms
step:29122/40500 train_loss:1.5677 aux_loss:0.0023 train_time:20987852ms step_avg:720.93ms
step:29123/40500 train_loss:1.5274 aux_loss:0.0024 train_time:20988572ms step_avg:720.93ms
step:29124/40500 train_loss:1.5888 aux_loss:0.0023 train_time:20989290ms step_avg:720.93ms
step:29125/40500 train_loss:1.5186 aux_loss:0.0023 train_time:20990010ms step_avg:720.93ms
step:29126/40500 train_loss:1.5308 aux_loss:0.0025 train_time:20990730ms step_avg:720.93ms
step:29127/40500 train_loss:1.5946 aux_loss:0.0024 train_time:20991450ms step_avg:720.93ms
step:29128/40500 train_loss:1.5473 aux_loss:0.0025 train_time:20992171ms step_avg:720.93ms
step:29129/40500 train_loss:1.5666 aux_loss:0.0024 train_time:20992891ms step_avg:720.93ms
step:29130/40500 train_loss:1.5639 aux_loss:0.0028 train_time:20993611ms step_avg:720.93ms
step:29131/40500 train_loss:1.5598 aux_loss:0.0025 train_time:20994330ms step_avg:720.93ms
step:29132/40500 train_loss:1.5961 aux_loss:0.0023 train_time:20995050ms step_avg:720.93ms
step:29133/40500 train_loss:1.5943 aux_loss:0.0026 train_time:20995770ms step_avg:720.93ms
step:29134/40500 train_loss:1.5720 aux_loss:0.0025 train_time:20996489ms step_avg:720.93ms
step:29135/40500 train_loss:1.5930 aux_loss:0.0024 train_time:20997211ms step_avg:720.93ms
step:29136/40500 train_loss:1.5622 aux_loss:0.0024 train_time:20997931ms step_avg:720.93ms
step:29137/40500 train_loss:1.5361 aux_loss:0.0024 train_time:20998652ms step_avg:720.93ms
step:29138/40500 train_loss:1.5402 aux_loss:0.0023 train_time:20999372ms step_avg:720.93ms
step:29139/40500 train_loss:1.5638 aux_loss:0.0023 train_time:21000094ms step_avg:720.93ms
step:29140/40500 train_loss:1.5594 aux_loss:0.0024 train_time:21000816ms step_avg:720.93ms
step:29141/40500 train_loss:1.5414 aux_loss:0.0026 train_time:21001537ms step_avg:720.93ms
step:29142/40500 train_loss:1.5328 aux_loss:0.0025 train_time:21002261ms step_avg:720.93ms
step:29143/40500 train_loss:1.5972 aux_loss:0.0024 train_time:21002983ms step_avg:720.93ms
step:29144/40500 train_loss:1.5417 aux_loss:0.0027 train_time:21003704ms step_avg:720.93ms
step:29145/40500 train_loss:1.5492 aux_loss:0.0024 train_time:21004425ms step_avg:720.93ms
step:29146/40500 train_loss:1.6823 aux_loss:0.0023 train_time:21005146ms step_avg:720.93ms
step:29147/40500 train_loss:1.5817 aux_loss:0.0026 train_time:21005867ms step_avg:720.93ms
step:29148/40500 train_loss:1.5300 aux_loss:0.0026 train_time:21006589ms step_avg:720.93ms
step:29149/40500 train_loss:1.5828 aux_loss:0.0025 train_time:21007309ms step_avg:720.93ms
step:29150/40500 train_loss:1.5722 aux_loss:0.0024 train_time:21008028ms step_avg:720.93ms
step:29151/40500 train_loss:1.5865 aux_loss:0.0025 train_time:21008747ms step_avg:720.93ms
step:29152/40500 train_loss:1.5960 aux_loss:0.0025 train_time:21009466ms step_avg:720.93ms
step:29153/40500 train_loss:1.5951 aux_loss:0.0026 train_time:21010187ms step_avg:720.93ms
step:29154/40500 train_loss:1.5259 aux_loss:0.0024 train_time:21010906ms step_avg:720.93ms
step:29155/40500 train_loss:1.5380 aux_loss:0.0023 train_time:21011630ms step_avg:720.93ms
step:29156/40500 train_loss:1.6844 aux_loss:0.0025 train_time:21012351ms step_avg:720.93ms
step:29157/40500 train_loss:1.6214 aux_loss:0.0025 train_time:21013071ms step_avg:720.93ms
step:29158/40500 train_loss:1.5949 aux_loss:0.0024 train_time:21013795ms step_avg:720.93ms
step:29159/40500 train_loss:1.4945 aux_loss:0.0023 train_time:21014516ms step_avg:720.93ms
step:29160/40500 train_loss:1.5207 aux_loss:0.0029 train_time:21015235ms step_avg:720.93ms
step:29161/40500 train_loss:1.5526 aux_loss:0.0027 train_time:21015958ms step_avg:720.93ms
step:29162/40500 train_loss:1.6035 aux_loss:0.0023 train_time:21016681ms step_avg:720.93ms
step:29163/40500 train_loss:1.5768 aux_loss:0.0025 train_time:21017403ms step_avg:720.93ms
step:29164/40500 train_loss:1.5205 aux_loss:0.0024 train_time:21018123ms step_avg:720.93ms
step:29165/40500 train_loss:1.5357 aux_loss:0.0025 train_time:21018844ms step_avg:720.93ms
step:29166/40500 train_loss:1.6047 aux_loss:0.0024 train_time:21019565ms step_avg:720.93ms
step:29167/40500 train_loss:1.5384 aux_loss:0.0025 train_time:21020284ms step_avg:720.93ms
step:29168/40500 train_loss:1.5403 aux_loss:0.0026 train_time:21021006ms step_avg:720.93ms
step:29169/40500 train_loss:1.5637 aux_loss:0.0025 train_time:21021727ms step_avg:720.93ms
step:29170/40500 train_loss:1.5568 aux_loss:0.0026 train_time:21022448ms step_avg:720.93ms
step:29171/40500 train_loss:1.5190 aux_loss:0.0024 train_time:21023169ms step_avg:720.93ms
step:29172/40500 train_loss:1.5160 aux_loss:0.0025 train_time:21023890ms step_avg:720.93ms
step:29173/40500 train_loss:1.4644 aux_loss:0.0024 train_time:21024611ms step_avg:720.93ms
step:29174/40500 train_loss:1.5800 aux_loss:0.0025 train_time:21025334ms step_avg:720.93ms
step:29175/40500 train_loss:1.6057 aux_loss:0.0026 train_time:21026055ms step_avg:720.93ms
step:29176/40500 train_loss:1.5249 aux_loss:0.0027 train_time:21026777ms step_avg:720.93ms
step:29177/40500 train_loss:1.5490 aux_loss:0.0026 train_time:21027499ms step_avg:720.93ms
step:29178/40500 train_loss:1.6157 aux_loss:0.0024 train_time:21028217ms step_avg:720.93ms
step:29179/40500 train_loss:1.5350 aux_loss:0.0024 train_time:21028938ms step_avg:720.93ms
step:29180/40500 train_loss:1.6042 aux_loss:0.0030 train_time:21029659ms step_avg:720.93ms
step:29181/40500 train_loss:1.5434 aux_loss:0.0026 train_time:21030379ms step_avg:720.93ms
step:29182/40500 train_loss:1.5482 aux_loss:0.0026 train_time:21031100ms step_avg:720.93ms
step:29183/40500 train_loss:1.5411 aux_loss:0.0026 train_time:21031820ms step_avg:720.93ms
step:29184/40500 train_loss:1.6181 aux_loss:0.0024 train_time:21032538ms step_avg:720.93ms
step:29185/40500 train_loss:1.5606 aux_loss:0.0024 train_time:21033259ms step_avg:720.93ms
step:29186/40500 train_loss:1.5622 aux_loss:0.0022 train_time:21033979ms step_avg:720.93ms
step:29187/40500 train_loss:1.5779 aux_loss:0.0022 train_time:21034699ms step_avg:720.93ms
step:29188/40500 train_loss:1.5082 aux_loss:0.0023 train_time:21035420ms step_avg:720.93ms
step:29189/40500 train_loss:1.5802 aux_loss:0.0024 train_time:21036141ms step_avg:720.93ms
step:29190/40500 train_loss:1.6183 aux_loss:0.0032 train_time:21036861ms step_avg:720.93ms
step:29191/40500 train_loss:1.5482 aux_loss:0.0026 train_time:21037582ms step_avg:720.93ms
step:29192/40500 train_loss:1.5649 aux_loss:0.0028 train_time:21038304ms step_avg:720.93ms
step:29193/40500 train_loss:1.5381 aux_loss:0.0026 train_time:21039025ms step_avg:720.93ms
step:29194/40500 train_loss:1.6016 aux_loss:0.0026 train_time:21039748ms step_avg:720.93ms
step:29195/40500 train_loss:1.5708 aux_loss:0.0027 train_time:21040471ms step_avg:720.93ms
step:29196/40500 train_loss:1.5774 aux_loss:0.0024 train_time:21041192ms step_avg:720.93ms
step:29197/40500 train_loss:1.6427 aux_loss:0.0024 train_time:21041916ms step_avg:720.93ms
step:29198/40500 train_loss:1.5609 aux_loss:0.0023 train_time:21042637ms step_avg:720.93ms
step:29199/40500 train_loss:1.5471 aux_loss:0.0025 train_time:21043356ms step_avg:720.93ms
step:29200/40500 train_loss:1.4925 aux_loss:0.0024 train_time:21044077ms step_avg:720.93ms
step:29201/40500 train_loss:1.5520 aux_loss:0.0026 train_time:21044798ms step_avg:720.93ms
step:29202/40500 train_loss:1.5646 aux_loss:0.0025 train_time:21045516ms step_avg:720.93ms
step:29203/40500 train_loss:1.5802 aux_loss:0.0023 train_time:21046236ms step_avg:720.93ms
step:29204/40500 train_loss:1.5705 aux_loss:0.0025 train_time:21046957ms step_avg:720.93ms
step:29205/40500 train_loss:1.5980 aux_loss:0.0026 train_time:21047676ms step_avg:720.93ms
step:29206/40500 train_loss:1.5820 aux_loss:0.0025 train_time:21048394ms step_avg:720.93ms
step:29207/40500 train_loss:1.5781 aux_loss:0.0024 train_time:21049113ms step_avg:720.93ms
step:29208/40500 train_loss:1.5736 aux_loss:0.0025 train_time:21049836ms step_avg:720.93ms
step:29209/40500 train_loss:1.5735 aux_loss:0.0035 train_time:21050556ms step_avg:720.93ms
step:29210/40500 train_loss:1.5759 aux_loss:0.0026 train_time:21051276ms step_avg:720.93ms
step:29211/40500 train_loss:1.5491 aux_loss:0.0025 train_time:21052000ms step_avg:720.93ms
step:29212/40500 train_loss:1.5512 aux_loss:0.0025 train_time:21052719ms step_avg:720.93ms
step:29213/40500 train_loss:1.5449 aux_loss:0.0024 train_time:21053440ms step_avg:720.93ms
step:29214/40500 train_loss:1.5853 aux_loss:0.0026 train_time:21054160ms step_avg:720.93ms
step:29215/40500 train_loss:1.5138 aux_loss:0.0036 train_time:21054882ms step_avg:720.93ms
step:29216/40500 train_loss:1.5831 aux_loss:0.0024 train_time:21055604ms step_avg:720.93ms
step:29217/40500 train_loss:1.5232 aux_loss:0.0026 train_time:21056323ms step_avg:720.93ms
step:29218/40500 train_loss:1.5942 aux_loss:0.0024 train_time:21057045ms step_avg:720.93ms
step:29219/40500 train_loss:1.5604 aux_loss:0.0023 train_time:21057766ms step_avg:720.93ms
step:29220/40500 train_loss:1.5510 aux_loss:0.0023 train_time:21058486ms step_avg:720.93ms
step:29221/40500 train_loss:1.5794 aux_loss:0.0023 train_time:21059209ms step_avg:720.93ms
step:29222/40500 train_loss:1.5595 aux_loss:0.0023 train_time:21059929ms step_avg:720.93ms
step:29223/40500 train_loss:1.5497 aux_loss:0.0024 train_time:21060649ms step_avg:720.93ms
step:29224/40500 train_loss:1.5363 aux_loss:0.0029 train_time:21061370ms step_avg:720.93ms
step:29225/40500 train_loss:1.5768 aux_loss:0.0029 train_time:21062090ms step_avg:720.93ms
step:29226/40500 train_loss:1.5504 aux_loss:0.0025 train_time:21062809ms step_avg:720.93ms
step:29227/40500 train_loss:1.5452 aux_loss:0.0023 train_time:21063529ms step_avg:720.93ms
step:29228/40500 train_loss:1.5560 aux_loss:0.0025 train_time:21064250ms step_avg:720.93ms
step:29229/40500 train_loss:1.5541 aux_loss:0.0027 train_time:21064972ms step_avg:720.93ms
step:29230/40500 train_loss:1.5723 aux_loss:0.0024 train_time:21065692ms step_avg:720.93ms
step:29231/40500 train_loss:1.6087 aux_loss:0.0023 train_time:21066412ms step_avg:720.93ms
step:29232/40500 train_loss:1.5773 aux_loss:0.0023 train_time:21067130ms step_avg:720.93ms
step:29233/40500 train_loss:1.5475 aux_loss:0.0026 train_time:21067850ms step_avg:720.93ms
step:29234/40500 train_loss:1.5450 aux_loss:0.0023 train_time:21068571ms step_avg:720.93ms
step:29235/40500 train_loss:1.6116 aux_loss:0.0023 train_time:21069293ms step_avg:720.93ms
step:29236/40500 train_loss:1.5401 aux_loss:0.0026 train_time:21070016ms step_avg:720.93ms
step:29237/40500 train_loss:1.6037 aux_loss:0.0025 train_time:21070736ms step_avg:720.93ms
step:29238/40500 train_loss:1.5877 aux_loss:0.0026 train_time:21071456ms step_avg:720.93ms
step:29239/40500 train_loss:1.5375 aux_loss:0.0025 train_time:21072179ms step_avg:720.93ms
step:29240/40500 train_loss:1.5804 aux_loss:0.0026 train_time:21072898ms step_avg:720.93ms
step:29241/40500 train_loss:1.5794 aux_loss:0.0025 train_time:21073620ms step_avg:720.93ms
step:29242/40500 train_loss:1.5811 aux_loss:0.0025 train_time:21074343ms step_avg:720.93ms
step:29243/40500 train_loss:1.5720 aux_loss:0.0031 train_time:21075067ms step_avg:720.93ms
step:29244/40500 train_loss:1.5866 aux_loss:0.0027 train_time:21075785ms step_avg:720.93ms
step:29245/40500 train_loss:1.5484 aux_loss:0.0024 train_time:21076505ms step_avg:720.93ms
step:29246/40500 train_loss:1.5668 aux_loss:0.0023 train_time:21077224ms step_avg:720.93ms
step:29247/40500 train_loss:1.5691 aux_loss:0.0031 train_time:21077946ms step_avg:720.93ms
step:29248/40500 train_loss:1.5258 aux_loss:0.0024 train_time:21078666ms step_avg:720.93ms
step:29249/40500 train_loss:1.5490 aux_loss:0.0024 train_time:21079385ms step_avg:720.93ms
step:29250/40500 train_loss:1.5764 aux_loss:0.0025 train_time:21080107ms step_avg:720.93ms
step:29251/40500 train_loss:1.5746 aux_loss:0.0025 train_time:21080831ms step_avg:720.93ms
step:29252/40500 train_loss:1.5861 aux_loss:0.0024 train_time:21081552ms step_avg:720.93ms
step:29253/40500 train_loss:1.5249 aux_loss:0.0025 train_time:21082272ms step_avg:720.93ms
step:29254/40500 train_loss:1.5412 aux_loss:0.0026 train_time:21082993ms step_avg:720.93ms
step:29255/40500 train_loss:1.5818 aux_loss:0.0026 train_time:21083716ms step_avg:720.93ms
step:29256/40500 train_loss:1.5819 aux_loss:0.0025 train_time:21084440ms step_avg:720.93ms
step:29257/40500 train_loss:1.5374 aux_loss:0.0025 train_time:21085161ms step_avg:720.93ms
step:29258/40500 train_loss:1.6132 aux_loss:0.0025 train_time:21085882ms step_avg:720.93ms
step:29259/40500 train_loss:1.6174 aux_loss:0.0026 train_time:21086603ms step_avg:720.93ms
step:29260/40500 train_loss:1.5229 aux_loss:0.0025 train_time:21087323ms step_avg:720.93ms
step:29261/40500 train_loss:1.6298 aux_loss:0.0025 train_time:21088045ms step_avg:720.93ms
step:29262/40500 train_loss:1.5482 aux_loss:0.0024 train_time:21088765ms step_avg:720.93ms
step:29263/40500 train_loss:1.6084 aux_loss:0.0024 train_time:21089483ms step_avg:720.93ms
step:29264/40500 train_loss:1.6088 aux_loss:0.0028 train_time:21090203ms step_avg:720.93ms
step:29265/40500 train_loss:1.5818 aux_loss:0.0025 train_time:21090923ms step_avg:720.93ms
step:29266/40500 train_loss:1.6307 aux_loss:0.0030 train_time:21091645ms step_avg:720.93ms
step:29267/40500 train_loss:1.5474 aux_loss:0.0025 train_time:21092360ms step_avg:720.93ms
step:29268/40500 train_loss:1.5707 aux_loss:0.0024 train_time:21093078ms step_avg:720.93ms
step:29269/40500 train_loss:1.5935 aux_loss:0.0025 train_time:21093796ms step_avg:720.93ms
step:29270/40500 train_loss:1.5527 aux_loss:0.0024 train_time:21094513ms step_avg:720.93ms
step:29271/40500 train_loss:1.5630 aux_loss:0.0024 train_time:21095228ms step_avg:720.93ms
step:29272/40500 train_loss:1.5039 aux_loss:0.0026 train_time:21095946ms step_avg:720.93ms
step:29273/40500 train_loss:1.5221 aux_loss:0.0024 train_time:21096662ms step_avg:720.93ms
step:29274/40500 train_loss:1.5698 aux_loss:0.0026 train_time:21097377ms step_avg:720.93ms
step:29275/40500 train_loss:1.6184 aux_loss:0.0024 train_time:21098093ms step_avg:720.93ms
step:29276/40500 train_loss:1.6566 aux_loss:0.0025 train_time:21098811ms step_avg:720.93ms
step:29277/40500 train_loss:1.5318 aux_loss:0.0024 train_time:21099527ms step_avg:720.93ms
step:29278/40500 train_loss:1.5330 aux_loss:0.0023 train_time:21100243ms step_avg:720.93ms
step:29279/40500 train_loss:1.5418 aux_loss:0.0024 train_time:21100960ms step_avg:720.93ms
step:29280/40500 train_loss:1.5166 aux_loss:0.0023 train_time:21101677ms step_avg:720.93ms
step:29281/40500 train_loss:1.5712 aux_loss:0.0027 train_time:21102394ms step_avg:720.93ms
step:29282/40500 train_loss:1.5584 aux_loss:0.0025 train_time:21103108ms step_avg:720.93ms
step:29283/40500 train_loss:1.5519 aux_loss:0.0023 train_time:21103828ms step_avg:720.93ms
step:29284/40500 train_loss:1.5119 aux_loss:0.0023 train_time:21104545ms step_avg:720.93ms
step:29285/40500 train_loss:1.5594 aux_loss:0.0024 train_time:21105259ms step_avg:720.93ms
step:29286/40500 train_loss:1.5521 aux_loss:0.0023 train_time:21105976ms step_avg:720.93ms
step:29287/40500 train_loss:1.5161 aux_loss:0.0024 train_time:21106693ms step_avg:720.93ms
step:29288/40500 train_loss:1.5446 aux_loss:0.0025 train_time:21107409ms step_avg:720.93ms
step:29289/40500 train_loss:1.5572 aux_loss:0.0024 train_time:21108129ms step_avg:720.93ms
step:29290/40500 train_loss:1.5272 aux_loss:0.0026 train_time:21108845ms step_avg:720.93ms
step:29291/40500 train_loss:1.5907 aux_loss:0.0026 train_time:21109560ms step_avg:720.93ms
step:29292/40500 train_loss:1.5350 aux_loss:0.0025 train_time:21110277ms step_avg:720.93ms
step:29293/40500 train_loss:1.5463 aux_loss:0.0029 train_time:21110996ms step_avg:720.93ms
step:29294/40500 train_loss:1.5726 aux_loss:0.0024 train_time:21111713ms step_avg:720.93ms
step:29295/40500 train_loss:1.5863 aux_loss:0.0024 train_time:21112431ms step_avg:720.93ms
step:29296/40500 train_loss:1.6259 aux_loss:0.0024 train_time:21113148ms step_avg:720.93ms
step:29297/40500 train_loss:1.5477 aux_loss:0.0026 train_time:21113865ms step_avg:720.93ms
step:29298/40500 train_loss:1.6126 aux_loss:0.0025 train_time:21114581ms step_avg:720.93ms
step:29299/40500 train_loss:1.5289 aux_loss:0.0025 train_time:21115299ms step_avg:720.93ms
step:29300/40500 train_loss:1.5886 aux_loss:0.0025 train_time:21116015ms step_avg:720.93ms
step:29301/40500 train_loss:1.5467 aux_loss:0.0025 train_time:21116734ms step_avg:720.93ms
step:29302/40500 train_loss:1.5939 aux_loss:0.0023 train_time:21117452ms step_avg:720.93ms
step:29303/40500 train_loss:1.5784 aux_loss:0.0026 train_time:21118168ms step_avg:720.93ms
step:29304/40500 train_loss:1.6218 aux_loss:0.0026 train_time:21118887ms step_avg:720.93ms
step:29305/40500 train_loss:1.5157 aux_loss:0.0026 train_time:21119603ms step_avg:720.93ms
step:29306/40500 train_loss:1.5817 aux_loss:0.0024 train_time:21120319ms step_avg:720.93ms
step:29307/40500 train_loss:1.5564 aux_loss:0.0024 train_time:21121036ms step_avg:720.93ms
step:29308/40500 train_loss:1.5962 aux_loss:0.0024 train_time:21121753ms step_avg:720.93ms
step:29309/40500 train_loss:1.5729 aux_loss:0.0025 train_time:21122471ms step_avg:720.93ms
step:29310/40500 train_loss:1.5695 aux_loss:0.0025 train_time:21123187ms step_avg:720.93ms
step:29311/40500 train_loss:1.6077 aux_loss:0.0024 train_time:21123906ms step_avg:720.93ms
step:29312/40500 train_loss:1.5936 aux_loss:0.0023 train_time:21124621ms step_avg:720.93ms
step:29313/40500 train_loss:1.5795 aux_loss:0.0025 train_time:21125341ms step_avg:720.93ms
step:29314/40500 train_loss:1.5515 aux_loss:0.0025 train_time:21126058ms step_avg:720.93ms
step:29315/40500 train_loss:1.5686 aux_loss:0.0027 train_time:21126777ms step_avg:720.93ms
step:29316/40500 train_loss:1.5707 aux_loss:0.0027 train_time:21127492ms step_avg:720.93ms
step:29317/40500 train_loss:1.5674 aux_loss:0.0025 train_time:21128210ms step_avg:720.93ms
step:29318/40500 train_loss:1.6056 aux_loss:0.0025 train_time:21128928ms step_avg:720.93ms
step:29319/40500 train_loss:1.4862 aux_loss:0.0024 train_time:21129646ms step_avg:720.93ms
step:29320/40500 train_loss:1.5768 aux_loss:0.0023 train_time:21130362ms step_avg:720.93ms
step:29321/40500 train_loss:1.5319 aux_loss:0.0023 train_time:21131080ms step_avg:720.93ms
step:29322/40500 train_loss:1.5746 aux_loss:0.0022 train_time:21131796ms step_avg:720.93ms
step:29323/40500 train_loss:1.6059 aux_loss:0.0025 train_time:21132513ms step_avg:720.93ms
step:29324/40500 train_loss:1.4879 aux_loss:0.0025 train_time:21133229ms step_avg:720.93ms
step:29325/40500 train_loss:1.5764 aux_loss:0.0031 train_time:21133947ms step_avg:720.93ms
step:29326/40500 train_loss:1.6240 aux_loss:0.0025 train_time:21134663ms step_avg:720.93ms
step:29327/40500 train_loss:1.5966 aux_loss:0.0025 train_time:21135383ms step_avg:720.93ms
step:29328/40500 train_loss:1.5495 aux_loss:0.0032 train_time:21136099ms step_avg:720.93ms
step:29329/40500 train_loss:1.5361 aux_loss:0.0028 train_time:21136817ms step_avg:720.93ms
step:29330/40500 train_loss:1.5655 aux_loss:0.0026 train_time:21137534ms step_avg:720.93ms
step:29331/40500 train_loss:1.6051 aux_loss:0.0026 train_time:21138250ms step_avg:720.93ms
step:29332/40500 train_loss:1.5735 aux_loss:0.0027 train_time:21138967ms step_avg:720.93ms
step:29333/40500 train_loss:1.5921 aux_loss:0.0026 train_time:21139685ms step_avg:720.93ms
step:29334/40500 train_loss:1.5553 aux_loss:0.0026 train_time:21140402ms step_avg:720.92ms
step:29335/40500 train_loss:1.5661 aux_loss:0.0026 train_time:21141121ms step_avg:720.92ms
step:29336/40500 train_loss:1.6055 aux_loss:0.0025 train_time:21141839ms step_avg:720.92ms
step:29337/40500 train_loss:1.5767 aux_loss:0.0024 train_time:21142554ms step_avg:720.92ms
step:29338/40500 train_loss:1.5515 aux_loss:0.0026 train_time:21143271ms step_avg:720.92ms
step:29339/40500 train_loss:1.5565 aux_loss:0.0023 train_time:21143989ms step_avg:720.92ms
step:29340/40500 train_loss:1.5285 aux_loss:0.0025 train_time:21144701ms step_avg:720.92ms
step:29341/40500 train_loss:1.5352 aux_loss:0.0024 train_time:21145420ms step_avg:720.92ms
step:29342/40500 train_loss:1.5239 aux_loss:0.0024 train_time:21146138ms step_avg:720.92ms
step:29343/40500 train_loss:1.5933 aux_loss:0.0025 train_time:21146854ms step_avg:720.92ms
step:29344/40500 train_loss:1.5768 aux_loss:0.0027 train_time:21147572ms step_avg:720.92ms
step:29345/40500 train_loss:1.6257 aux_loss:0.0025 train_time:21148292ms step_avg:720.92ms
step:29346/40500 train_loss:1.5472 aux_loss:0.0026 train_time:21149008ms step_avg:720.92ms
step:29347/40500 train_loss:1.6030 aux_loss:0.0027 train_time:21149724ms step_avg:720.92ms
step:29348/40500 train_loss:1.5098 aux_loss:0.0024 train_time:21150444ms step_avg:720.92ms
step:29349/40500 train_loss:1.5719 aux_loss:0.0025 train_time:21151161ms step_avg:720.92ms
step:29350/40500 train_loss:1.5742 aux_loss:0.0031 train_time:21151877ms step_avg:720.92ms
step:29351/40500 train_loss:1.5925 aux_loss:0.0026 train_time:21152597ms step_avg:720.92ms
step:29352/40500 train_loss:1.5403 aux_loss:0.0025 train_time:21153315ms step_avg:720.92ms
step:29353/40500 train_loss:1.5373 aux_loss:0.0026 train_time:21154033ms step_avg:720.92ms
step:29354/40500 train_loss:1.5384 aux_loss:0.0023 train_time:21154750ms step_avg:720.92ms
step:29355/40500 train_loss:1.5297 aux_loss:0.0024 train_time:21155467ms step_avg:720.92ms
step:29356/40500 train_loss:1.5872 aux_loss:0.0023 train_time:21156184ms step_avg:720.92ms
step:29357/40500 train_loss:1.5610 aux_loss:0.0024 train_time:21156903ms step_avg:720.92ms
step:29358/40500 train_loss:1.6156 aux_loss:0.0027 train_time:21157620ms step_avg:720.92ms
step:29359/40500 train_loss:1.5923 aux_loss:0.0025 train_time:21158336ms step_avg:720.92ms
step:29360/40500 train_loss:1.5529 aux_loss:0.0023 train_time:21159054ms step_avg:720.92ms
step:29361/40500 train_loss:1.5294 aux_loss:0.0028 train_time:21159771ms step_avg:720.92ms
step:29362/40500 train_loss:1.5224 aux_loss:0.0026 train_time:21160486ms step_avg:720.92ms
step:29363/40500 train_loss:1.5694 aux_loss:0.0032 train_time:21161202ms step_avg:720.92ms
step:29364/40500 train_loss:1.6136 aux_loss:0.0027 train_time:21161919ms step_avg:720.92ms
step:29365/40500 train_loss:1.5456 aux_loss:0.0028 train_time:21162637ms step_avg:720.92ms
step:29366/40500 train_loss:1.5885 aux_loss:0.0024 train_time:21163355ms step_avg:720.92ms
step:29367/40500 train_loss:1.5686 aux_loss:0.0024 train_time:21164073ms step_avg:720.92ms
step:29368/40500 train_loss:1.5744 aux_loss:0.0023 train_time:21164791ms step_avg:720.92ms
step:29369/40500 train_loss:1.5350 aux_loss:0.0022 train_time:21165510ms step_avg:720.92ms
step:29370/40500 train_loss:1.5029 aux_loss:0.0024 train_time:21166225ms step_avg:720.92ms
step:29371/40500 train_loss:1.5919 aux_loss:0.0023 train_time:21166944ms step_avg:720.92ms
step:29372/40500 train_loss:1.5227 aux_loss:0.0023 train_time:21167660ms step_avg:720.92ms
step:29373/40500 train_loss:1.5666 aux_loss:0.0022 train_time:21168378ms step_avg:720.92ms
step:29374/40500 train_loss:1.5557 aux_loss:0.0023 train_time:21169096ms step_avg:720.92ms
step:29375/40500 train_loss:1.5398 aux_loss:0.0024 train_time:21169814ms step_avg:720.92ms
step:29376/40500 train_loss:1.6913 aux_loss:0.0025 train_time:21170530ms step_avg:720.92ms
step:29377/40500 train_loss:1.5035 aux_loss:0.0023 train_time:21171253ms step_avg:720.92ms
step:29378/40500 train_loss:1.5721 aux_loss:0.0025 train_time:21171970ms step_avg:720.92ms
step:29379/40500 train_loss:1.5930 aux_loss:0.0024 train_time:21172687ms step_avg:720.92ms
step:29380/40500 train_loss:1.4971 aux_loss:0.0046 train_time:21173406ms step_avg:720.92ms
step:29381/40500 train_loss:1.5683 aux_loss:0.0025 train_time:21174123ms step_avg:720.92ms
step:29382/40500 train_loss:1.5722 aux_loss:0.0024 train_time:21174840ms step_avg:720.92ms
step:29383/40500 train_loss:1.5698 aux_loss:0.0025 train_time:21175558ms step_avg:720.92ms
step:29384/40500 train_loss:1.5301 aux_loss:0.0024 train_time:21176276ms step_avg:720.92ms
step:29385/40500 train_loss:1.6081 aux_loss:0.0024 train_time:21176993ms step_avg:720.92ms
step:29386/40500 train_loss:1.5273 aux_loss:0.0025 train_time:21177712ms step_avg:720.92ms
step:29387/40500 train_loss:1.5315 aux_loss:0.0024 train_time:21178431ms step_avg:720.92ms
step:29388/40500 train_loss:1.5875 aux_loss:0.0026 train_time:21179147ms step_avg:720.92ms
step:29389/40500 train_loss:1.5685 aux_loss:0.0024 train_time:21179866ms step_avg:720.92ms
step:29390/40500 train_loss:1.6024 aux_loss:0.0023 train_time:21180584ms step_avg:720.92ms
step:29391/40500 train_loss:1.4830 aux_loss:0.0024 train_time:21181301ms step_avg:720.92ms
step:29392/40500 train_loss:1.5616 aux_loss:0.0023 train_time:21182018ms step_avg:720.92ms
step:29393/40500 train_loss:1.5564 aux_loss:0.0026 train_time:21182736ms step_avg:720.92ms
step:29394/40500 train_loss:1.5179 aux_loss:0.0025 train_time:21183453ms step_avg:720.92ms
step:29395/40500 train_loss:1.5641 aux_loss:0.0025 train_time:21184171ms step_avg:720.92ms
step:29396/40500 train_loss:1.6069 aux_loss:0.0026 train_time:21184889ms step_avg:720.92ms
step:29397/40500 train_loss:1.6139 aux_loss:0.0024 train_time:21185607ms step_avg:720.92ms
step:29398/40500 train_loss:1.5969 aux_loss:0.0026 train_time:21186324ms step_avg:720.92ms
step:29399/40500 train_loss:1.5764 aux_loss:0.0024 train_time:21187041ms step_avg:720.92ms
step:29400/40500 train_loss:1.5673 aux_loss:0.0027 train_time:21187760ms step_avg:720.92ms
step:29401/40500 train_loss:1.5858 aux_loss:0.0025 train_time:21188476ms step_avg:720.92ms
step:29402/40500 train_loss:1.5754 aux_loss:0.0024 train_time:21189195ms step_avg:720.92ms
step:29403/40500 train_loss:1.5883 aux_loss:0.0024 train_time:21189912ms step_avg:720.92ms
step:29404/40500 train_loss:1.5513 aux_loss:0.0024 train_time:21190631ms step_avg:720.92ms
step:29405/40500 train_loss:1.5395 aux_loss:0.0023 train_time:21191351ms step_avg:720.92ms
step:29406/40500 train_loss:1.5547 aux_loss:0.0023 train_time:21192071ms step_avg:720.92ms
step:29407/40500 train_loss:1.5399 aux_loss:0.0029 train_time:21192790ms step_avg:720.92ms
step:29408/40500 train_loss:1.5802 aux_loss:0.0024 train_time:21193509ms step_avg:720.92ms
step:29409/40500 train_loss:1.5588 aux_loss:0.0025 train_time:21194227ms step_avg:720.92ms
step:29410/40500 train_loss:1.5555 aux_loss:0.0023 train_time:21194943ms step_avg:720.92ms
step:29411/40500 train_loss:1.5071 aux_loss:0.0024 train_time:21195660ms step_avg:720.92ms
step:29412/40500 train_loss:1.4843 aux_loss:0.0025 train_time:21196380ms step_avg:720.92ms
step:29413/40500 train_loss:1.5673 aux_loss:0.0023 train_time:21197097ms step_avg:720.92ms
step:29414/40500 train_loss:1.6012 aux_loss:0.0025 train_time:21197814ms step_avg:720.92ms
step:29415/40500 train_loss:1.5450 aux_loss:0.0026 train_time:21198532ms step_avg:720.92ms
step:29416/40500 train_loss:1.5276 aux_loss:0.0030 train_time:21199250ms step_avg:720.92ms
step:29417/40500 train_loss:1.5096 aux_loss:0.0023 train_time:21199967ms step_avg:720.92ms
step:29418/40500 train_loss:1.5216 aux_loss:0.0025 train_time:21200685ms step_avg:720.92ms
step:29419/40500 train_loss:1.6047 aux_loss:0.0025 train_time:21201404ms step_avg:720.92ms
step:29420/40500 train_loss:1.5824 aux_loss:0.0026 train_time:21202120ms step_avg:720.92ms
step:29421/40500 train_loss:1.5199 aux_loss:0.0024 train_time:21202838ms step_avg:720.92ms
step:29422/40500 train_loss:1.6013 aux_loss:0.0025 train_time:21203556ms step_avg:720.92ms
step:29423/40500 train_loss:1.5684 aux_loss:0.0024 train_time:21204275ms step_avg:720.92ms
step:29424/40500 train_loss:1.6097 aux_loss:0.0027 train_time:21204991ms step_avg:720.91ms
step:29425/40500 train_loss:1.5236 aux_loss:0.0024 train_time:21205711ms step_avg:720.91ms
step:29426/40500 train_loss:1.5215 aux_loss:0.0025 train_time:21206428ms step_avg:720.91ms
step:29427/40500 train_loss:1.6337 aux_loss:0.0026 train_time:21207146ms step_avg:720.91ms
step:29428/40500 train_loss:1.5544 aux_loss:0.0024 train_time:21207865ms step_avg:720.91ms
step:29429/40500 train_loss:1.6211 aux_loss:0.0026 train_time:21208585ms step_avg:720.91ms
step:29430/40500 train_loss:1.5683 aux_loss:0.0025 train_time:21209300ms step_avg:720.91ms
step:29431/40500 train_loss:1.5596 aux_loss:0.0025 train_time:21210021ms step_avg:720.91ms
step:29432/40500 train_loss:1.5587 aux_loss:0.0025 train_time:21210740ms step_avg:720.91ms
step:29433/40500 train_loss:1.5750 aux_loss:0.0026 train_time:21211456ms step_avg:720.91ms
step:29434/40500 train_loss:1.6308 aux_loss:0.0026 train_time:21212176ms step_avg:720.91ms
step:29435/40500 train_loss:1.5578 aux_loss:0.0024 train_time:21212892ms step_avg:720.91ms
step:29436/40500 train_loss:1.5920 aux_loss:0.0024 train_time:21213609ms step_avg:720.91ms
step:29437/40500 train_loss:1.5512 aux_loss:0.0025 train_time:21214325ms step_avg:720.91ms
step:29438/40500 train_loss:1.5984 aux_loss:0.0024 train_time:21215043ms step_avg:720.91ms
step:29439/40500 train_loss:1.5255 aux_loss:0.0025 train_time:21215764ms step_avg:720.91ms
step:29440/40500 train_loss:1.5927 aux_loss:0.0025 train_time:21216483ms step_avg:720.91ms
step:29441/40500 train_loss:1.5418 aux_loss:0.0023 train_time:21217201ms step_avg:720.91ms
step:29442/40500 train_loss:1.6113 aux_loss:0.0027 train_time:21217919ms step_avg:720.91ms
step:29443/40500 train_loss:1.5655 aux_loss:0.0025 train_time:21218637ms step_avg:720.91ms
step:29444/40500 train_loss:1.5038 aux_loss:0.0025 train_time:21219355ms step_avg:720.91ms
step:29445/40500 train_loss:1.5383 aux_loss:0.0026 train_time:21220072ms step_avg:720.91ms
step:29446/40500 train_loss:1.5272 aux_loss:0.0024 train_time:21220791ms step_avg:720.91ms
step:29447/40500 train_loss:1.5442 aux_loss:0.0027 train_time:21221507ms step_avg:720.91ms
step:29448/40500 train_loss:1.5325 aux_loss:0.0031 train_time:21222226ms step_avg:720.91ms
step:29449/40500 train_loss:1.5969 aux_loss:0.0028 train_time:21222944ms step_avg:720.91ms
step:29450/40500 train_loss:1.5354 aux_loss:0.0023 train_time:21223661ms step_avg:720.91ms
step:29451/40500 train_loss:1.5809 aux_loss:0.0026 train_time:21224377ms step_avg:720.91ms
step:29452/40500 train_loss:1.5852 aux_loss:0.0024 train_time:21225097ms step_avg:720.91ms
step:29453/40500 train_loss:1.5671 aux_loss:0.0025 train_time:21225813ms step_avg:720.91ms
step:29454/40500 train_loss:1.5485 aux_loss:0.0024 train_time:21226531ms step_avg:720.91ms
step:29455/40500 train_loss:1.5135 aux_loss:0.0025 train_time:21227248ms step_avg:720.91ms
step:29456/40500 train_loss:1.5225 aux_loss:0.0025 train_time:21227965ms step_avg:720.91ms
step:29457/40500 train_loss:1.5614 aux_loss:0.0023 train_time:21228682ms step_avg:720.91ms
step:29458/40500 train_loss:1.5879 aux_loss:0.0026 train_time:21229400ms step_avg:720.91ms
step:29459/40500 train_loss:1.5543 aux_loss:0.0024 train_time:21230117ms step_avg:720.91ms
step:29460/40500 train_loss:1.5521 aux_loss:0.0026 train_time:21230834ms step_avg:720.91ms
step:29461/40500 train_loss:1.5399 aux_loss:0.0022 train_time:21231553ms step_avg:720.91ms
step:29462/40500 train_loss:1.5837 aux_loss:0.0024 train_time:21232272ms step_avg:720.91ms
step:29463/40500 train_loss:1.5526 aux_loss:0.0022 train_time:21232990ms step_avg:720.91ms
step:29464/40500 train_loss:1.5526 aux_loss:0.0024 train_time:21233707ms step_avg:720.91ms
step:29465/40500 train_loss:1.5637 aux_loss:0.0024 train_time:21234425ms step_avg:720.91ms
step:29466/40500 train_loss:1.5840 aux_loss:0.0023 train_time:21235142ms step_avg:720.91ms
step:29467/40500 train_loss:1.5472 aux_loss:0.0023 train_time:21235859ms step_avg:720.91ms
step:29468/40500 train_loss:1.5526 aux_loss:0.0024 train_time:21236578ms step_avg:720.91ms
step:29469/40500 train_loss:1.5315 aux_loss:0.0024 train_time:21237295ms step_avg:720.91ms
step:29470/40500 train_loss:1.5866 aux_loss:0.0024 train_time:21238012ms step_avg:720.91ms
step:29471/40500 train_loss:1.5737 aux_loss:0.0024 train_time:21238729ms step_avg:720.91ms
step:29472/40500 train_loss:1.5958 aux_loss:0.0025 train_time:21239447ms step_avg:720.91ms
step:29473/40500 train_loss:1.5358 aux_loss:0.0027 train_time:21240164ms step_avg:720.91ms
step:29474/40500 train_loss:1.5497 aux_loss:0.0030 train_time:21240882ms step_avg:720.91ms
step:29475/40500 train_loss:1.6414 aux_loss:0.0025 train_time:21241600ms step_avg:720.91ms
step:29476/40500 train_loss:1.5787 aux_loss:0.0025 train_time:21242317ms step_avg:720.91ms
step:29477/40500 train_loss:1.5548 aux_loss:0.0028 train_time:21243035ms step_avg:720.91ms
step:29478/40500 train_loss:1.5464 aux_loss:0.0024 train_time:21243752ms step_avg:720.91ms
step:29479/40500 train_loss:1.5525 aux_loss:0.0025 train_time:21244468ms step_avg:720.91ms
step:29480/40500 train_loss:1.5891 aux_loss:0.0024 train_time:21245188ms step_avg:720.91ms
step:29481/40500 train_loss:1.5248 aux_loss:0.0026 train_time:21245904ms step_avg:720.91ms
step:29482/40500 train_loss:1.5392 aux_loss:0.0025 train_time:21246619ms step_avg:720.91ms
step:29483/40500 train_loss:1.5452 aux_loss:0.0025 train_time:21247338ms step_avg:720.91ms
step:29484/40500 train_loss:1.5830 aux_loss:0.0025 train_time:21248057ms step_avg:720.91ms
step:29485/40500 train_loss:1.5910 aux_loss:0.0025 train_time:21248774ms step_avg:720.91ms
step:29486/40500 train_loss:1.5986 aux_loss:0.0024 train_time:21249491ms step_avg:720.91ms
step:29487/40500 train_loss:1.5702 aux_loss:0.0026 train_time:21250209ms step_avg:720.91ms
step:29488/40500 train_loss:1.6340 aux_loss:0.0025 train_time:21250927ms step_avg:720.91ms
step:29489/40500 train_loss:1.5770 aux_loss:0.0024 train_time:21251644ms step_avg:720.91ms
step:29490/40500 train_loss:1.5557 aux_loss:0.0023 train_time:21252361ms step_avg:720.91ms
step:29491/40500 train_loss:1.5082 aux_loss:0.0023 train_time:21253079ms step_avg:720.91ms
step:29492/40500 train_loss:1.5782 aux_loss:0.0024 train_time:21253797ms step_avg:720.91ms
step:29493/40500 train_loss:1.5823 aux_loss:0.0023 train_time:21254514ms step_avg:720.91ms
step:29494/40500 train_loss:1.5307 aux_loss:0.0023 train_time:21255232ms step_avg:720.91ms
step:29495/40500 train_loss:1.5113 aux_loss:0.0023 train_time:21255950ms step_avg:720.91ms
step:29496/40500 train_loss:1.5544 aux_loss:0.0024 train_time:21256668ms step_avg:720.91ms
step:29497/40500 train_loss:1.5785 aux_loss:0.0024 train_time:21257387ms step_avg:720.91ms
step:29498/40500 train_loss:1.6008 aux_loss:0.0026 train_time:21258104ms step_avg:720.91ms
step:29499/40500 train_loss:1.5415 aux_loss:0.0027 train_time:21258820ms step_avg:720.91ms
step:29500/40500 train_loss:1.5886 aux_loss:0.0027 train_time:21259537ms step_avg:720.91ms
step:29501/40500 train_loss:1.5372 aux_loss:0.0026 train_time:21260253ms step_avg:720.91ms
step:29502/40500 train_loss:1.5517 aux_loss:0.0025 train_time:21260972ms step_avg:720.91ms
step:29503/40500 train_loss:1.5941 aux_loss:0.0026 train_time:21261690ms step_avg:720.91ms
step:29504/40500 train_loss:1.5231 aux_loss:0.0023 train_time:21262407ms step_avg:720.91ms
step:29505/40500 train_loss:1.5727 aux_loss:0.0024 train_time:21263125ms step_avg:720.91ms
step:29506/40500 train_loss:1.5545 aux_loss:0.0026 train_time:21263844ms step_avg:720.91ms
step:29507/40500 train_loss:1.5298 aux_loss:0.0023 train_time:21264562ms step_avg:720.91ms
step:29508/40500 train_loss:1.5303 aux_loss:0.0027 train_time:21265278ms step_avg:720.91ms
step:29509/40500 train_loss:1.5382 aux_loss:0.0024 train_time:21265997ms step_avg:720.91ms
step:29510/40500 train_loss:1.5876 aux_loss:0.0025 train_time:21266713ms step_avg:720.91ms
step:29511/40500 train_loss:1.5475 aux_loss:0.0023 train_time:21267433ms step_avg:720.91ms
step:29512/40500 train_loss:1.5928 aux_loss:0.0024 train_time:21268151ms step_avg:720.91ms
step:29513/40500 train_loss:1.5633 aux_loss:0.0025 train_time:21268867ms step_avg:720.91ms
step:29514/40500 train_loss:1.6153 aux_loss:0.0024 train_time:21269587ms step_avg:720.91ms
step:29515/40500 train_loss:1.6043 aux_loss:0.0024 train_time:21270305ms step_avg:720.91ms
step:29516/40500 train_loss:1.5469 aux_loss:0.0023 train_time:21271022ms step_avg:720.90ms
step:29517/40500 train_loss:1.5573 aux_loss:0.0024 train_time:21271742ms step_avg:720.90ms
step:29518/40500 train_loss:1.5519 aux_loss:0.0026 train_time:21272461ms step_avg:720.90ms
step:29519/40500 train_loss:1.5073 aux_loss:0.0025 train_time:21273178ms step_avg:720.90ms
step:29520/40500 train_loss:1.5620 aux_loss:0.0026 train_time:21273896ms step_avg:720.90ms
step:29521/40500 train_loss:1.5738 aux_loss:0.0027 train_time:21274613ms step_avg:720.90ms
step:29522/40500 train_loss:1.5191 aux_loss:0.0024 train_time:21275329ms step_avg:720.90ms
step:29523/40500 train_loss:1.5951 aux_loss:0.0024 train_time:21276046ms step_avg:720.90ms
step:29524/40500 train_loss:1.6073 aux_loss:0.0026 train_time:21276764ms step_avg:720.90ms
step:29525/40500 train_loss:1.5797 aux_loss:0.0026 train_time:21277479ms step_avg:720.90ms
step:29526/40500 train_loss:1.5255 aux_loss:0.0025 train_time:21278195ms step_avg:720.90ms
step:29527/40500 train_loss:1.5617 aux_loss:0.0024 train_time:21278912ms step_avg:720.90ms
step:29528/40500 train_loss:1.5497 aux_loss:0.0023 train_time:21279628ms step_avg:720.90ms
step:29529/40500 train_loss:1.5525 aux_loss:0.0025 train_time:21280347ms step_avg:720.90ms
step:29530/40500 train_loss:1.5375 aux_loss:0.0025 train_time:21281065ms step_avg:720.90ms
step:29531/40500 train_loss:1.5429 aux_loss:0.0028 train_time:21281782ms step_avg:720.90ms
step:29532/40500 train_loss:1.5596 aux_loss:0.0022 train_time:21282504ms step_avg:720.90ms
step:29533/40500 train_loss:1.5411 aux_loss:0.0023 train_time:21283223ms step_avg:720.90ms
step:29534/40500 train_loss:1.5378 aux_loss:0.0028 train_time:21283941ms step_avg:720.90ms
step:29535/40500 train_loss:1.4796 aux_loss:0.0024 train_time:21284660ms step_avg:720.90ms
step:29536/40500 train_loss:1.5628 aux_loss:0.0026 train_time:21285377ms step_avg:720.90ms
step:29537/40500 train_loss:1.5528 aux_loss:0.0024 train_time:21286091ms step_avg:720.90ms
step:29538/40500 train_loss:1.4948 aux_loss:0.0026 train_time:21286810ms step_avg:720.90ms
step:29539/40500 train_loss:1.5150 aux_loss:0.0024 train_time:21287528ms step_avg:720.90ms
step:29540/40500 train_loss:1.5777 aux_loss:0.0027 train_time:21288244ms step_avg:720.90ms
step:29541/40500 train_loss:1.6446 aux_loss:0.0024 train_time:21288962ms step_avg:720.90ms
step:29542/40500 train_loss:1.5553 aux_loss:0.0034 train_time:21289682ms step_avg:720.90ms
step:29543/40500 train_loss:1.5272 aux_loss:0.0024 train_time:21290400ms step_avg:720.90ms
step:29544/40500 train_loss:1.5832 aux_loss:0.0023 train_time:21291116ms step_avg:720.90ms
step:29545/40500 train_loss:1.5763 aux_loss:0.0025 train_time:21291835ms step_avg:720.90ms
step:29546/40500 train_loss:1.5600 aux_loss:0.0023 train_time:21292553ms step_avg:720.90ms
step:29547/40500 train_loss:1.5750 aux_loss:0.0023 train_time:21293269ms step_avg:720.90ms
step:29548/40500 train_loss:1.5456 aux_loss:0.0024 train_time:21293989ms step_avg:720.90ms
step:29549/40500 train_loss:1.5578 aux_loss:0.0023 train_time:21294705ms step_avg:720.90ms
step:29550/40500 train_loss:1.5803 aux_loss:0.0023 train_time:21295424ms step_avg:720.90ms
step:29551/40500 train_loss:1.5337 aux_loss:0.0029 train_time:21296142ms step_avg:720.90ms
step:29552/40500 train_loss:1.5744 aux_loss:0.0025 train_time:21296860ms step_avg:720.90ms
step:29553/40500 train_loss:1.5962 aux_loss:0.0025 train_time:21297578ms step_avg:720.90ms
step:29554/40500 train_loss:1.6062 aux_loss:0.0024 train_time:21298297ms step_avg:720.90ms
step:29555/40500 train_loss:1.5185 aux_loss:0.0025 train_time:21299014ms step_avg:720.90ms
step:29556/40500 train_loss:1.5491 aux_loss:0.0026 train_time:21299734ms step_avg:720.90ms
step:29557/40500 train_loss:1.4958 aux_loss:0.0025 train_time:21300453ms step_avg:720.90ms
step:29558/40500 train_loss:1.5598 aux_loss:0.0025 train_time:21301170ms step_avg:720.90ms
step:29559/40500 train_loss:1.5536 aux_loss:0.0024 train_time:21301888ms step_avg:720.90ms
step:29560/40500 train_loss:1.5891 aux_loss:0.0024 train_time:21302606ms step_avg:720.90ms
step:29561/40500 train_loss:1.5275 aux_loss:0.0026 train_time:21303322ms step_avg:720.90ms
step:29562/40500 train_loss:1.6291 aux_loss:0.0025 train_time:21304039ms step_avg:720.90ms
step:29563/40500 train_loss:1.5616 aux_loss:0.0025 train_time:21304756ms step_avg:720.90ms
step:29564/40500 train_loss:1.5784 aux_loss:0.0024 train_time:21305477ms step_avg:720.90ms
step:29565/40500 train_loss:1.5698 aux_loss:0.0025 train_time:21306193ms step_avg:720.90ms
step:29566/40500 train_loss:1.5766 aux_loss:0.0025 train_time:21306911ms step_avg:720.90ms
step:29567/40500 train_loss:1.5937 aux_loss:0.0026 train_time:21307629ms step_avg:720.90ms
step:29568/40500 train_loss:1.5344 aux_loss:0.0025 train_time:21308347ms step_avg:720.90ms
step:29569/40500 train_loss:1.5260 aux_loss:0.0025 train_time:21309065ms step_avg:720.90ms
step:29570/40500 train_loss:1.5542 aux_loss:0.0025 train_time:21309784ms step_avg:720.90ms
step:29571/40500 train_loss:1.4858 aux_loss:0.0025 train_time:21310503ms step_avg:720.90ms
step:29572/40500 train_loss:1.5377 aux_loss:0.0024 train_time:21311218ms step_avg:720.90ms
step:29573/40500 train_loss:1.5800 aux_loss:0.0027 train_time:21311934ms step_avg:720.90ms
step:29574/40500 train_loss:1.5613 aux_loss:0.0024 train_time:21312653ms step_avg:720.90ms
step:29575/40500 train_loss:1.5294 aux_loss:0.0024 train_time:21313370ms step_avg:720.90ms
step:29576/40500 train_loss:1.5506 aux_loss:0.0026 train_time:21314085ms step_avg:720.90ms
step:29577/40500 train_loss:1.5284 aux_loss:0.0024 train_time:21314805ms step_avg:720.90ms
step:29578/40500 train_loss:1.6037 aux_loss:0.0026 train_time:21315522ms step_avg:720.90ms
step:29579/40500 train_loss:1.5640 aux_loss:0.0027 train_time:21316239ms step_avg:720.90ms
step:29580/40500 train_loss:1.5202 aux_loss:0.0025 train_time:21316956ms step_avg:720.90ms
step:29581/40500 train_loss:1.5307 aux_loss:0.0026 train_time:21317674ms step_avg:720.90ms
step:29582/40500 train_loss:1.6293 aux_loss:0.0025 train_time:21318391ms step_avg:720.90ms
step:29583/40500 train_loss:1.5314 aux_loss:0.0022 train_time:21319109ms step_avg:720.90ms
step:29584/40500 train_loss:1.6112 aux_loss:0.0027 train_time:21319825ms step_avg:720.90ms
step:29585/40500 train_loss:1.5964 aux_loss:0.0025 train_time:21320540ms step_avg:720.90ms
step:29586/40500 train_loss:1.6041 aux_loss:0.0024 train_time:21321258ms step_avg:720.90ms
step:29587/40500 train_loss:1.5238 aux_loss:0.0024 train_time:21321975ms step_avg:720.90ms
step:29588/40500 train_loss:1.5982 aux_loss:0.0025 train_time:21322692ms step_avg:720.90ms
step:29589/40500 train_loss:1.5776 aux_loss:0.0025 train_time:21323413ms step_avg:720.90ms
step:29590/40500 train_loss:1.5720 aux_loss:0.0024 train_time:21324130ms step_avg:720.90ms
step:29591/40500 train_loss:1.5149 aux_loss:0.0025 train_time:21324850ms step_avg:720.90ms
step:29592/40500 train_loss:1.5433 aux_loss:0.0032 train_time:21325573ms step_avg:720.90ms
step:29593/40500 train_loss:1.5674 aux_loss:0.0028 train_time:21326289ms step_avg:720.90ms
step:29594/40500 train_loss:1.5549 aux_loss:0.0024 train_time:21327007ms step_avg:720.90ms
step:29595/40500 train_loss:1.6000 aux_loss:0.0025 train_time:21327724ms step_avg:720.90ms
step:29596/40500 train_loss:1.5726 aux_loss:0.0024 train_time:21328442ms step_avg:720.90ms
step:29597/40500 train_loss:1.5560 aux_loss:0.0025 train_time:21329159ms step_avg:720.90ms
step:29598/40500 train_loss:1.5519 aux_loss:0.0026 train_time:21329878ms step_avg:720.90ms
step:29599/40500 train_loss:1.5709 aux_loss:0.0026 train_time:21330595ms step_avg:720.90ms
step:29600/40500 train_loss:1.5089 aux_loss:0.0025 train_time:21331312ms step_avg:720.90ms
step:29601/40500 train_loss:1.5408 aux_loss:0.0025 train_time:21332031ms step_avg:720.90ms
step:29602/40500 train_loss:1.5301 aux_loss:0.0023 train_time:21332749ms step_avg:720.90ms
step:29603/40500 train_loss:1.5962 aux_loss:0.0029 train_time:21333467ms step_avg:720.90ms
step:29604/40500 train_loss:1.5297 aux_loss:0.0024 train_time:21334185ms step_avg:720.90ms
step:29605/40500 train_loss:1.5811 aux_loss:0.0025 train_time:21334903ms step_avg:720.90ms
step:29606/40500 train_loss:1.5758 aux_loss:0.0023 train_time:21335621ms step_avg:720.90ms
step:29607/40500 train_loss:1.5768 aux_loss:0.0024 train_time:21336338ms step_avg:720.90ms
step:29608/40500 train_loss:1.5652 aux_loss:0.0025 train_time:21337056ms step_avg:720.90ms
step:29609/40500 train_loss:1.5948 aux_loss:0.0024 train_time:21337772ms step_avg:720.90ms
step:29610/40500 train_loss:1.5044 aux_loss:0.0024 train_time:21338488ms step_avg:720.89ms
step:29611/40500 train_loss:1.5839 aux_loss:0.0024 train_time:21339206ms step_avg:720.89ms
step:29612/40500 train_loss:1.5381 aux_loss:0.0024 train_time:21339923ms step_avg:720.89ms
step:29613/40500 train_loss:1.5218 aux_loss:0.0023 train_time:21340638ms step_avg:720.89ms
step:29614/40500 train_loss:1.5284 aux_loss:0.0022 train_time:21341355ms step_avg:720.89ms
step:29615/40500 train_loss:1.5154 aux_loss:0.0024 train_time:21342073ms step_avg:720.89ms
step:29616/40500 train_loss:1.5197 aux_loss:0.0025 train_time:21342789ms step_avg:720.89ms
step:29617/40500 train_loss:1.5211 aux_loss:0.0024 train_time:21343507ms step_avg:720.89ms
step:29618/40500 train_loss:1.5501 aux_loss:0.0024 train_time:21344224ms step_avg:720.89ms
step:29619/40500 train_loss:1.5934 aux_loss:0.0025 train_time:21344941ms step_avg:720.89ms
step:29620/40500 train_loss:1.5813 aux_loss:0.0025 train_time:21345658ms step_avg:720.89ms
step:29621/40500 train_loss:1.5537 aux_loss:0.0024 train_time:21346375ms step_avg:720.89ms
step:29622/40500 train_loss:1.5638 aux_loss:0.0024 train_time:21347093ms step_avg:720.89ms
step:29623/40500 train_loss:1.5558 aux_loss:0.0026 train_time:21347810ms step_avg:720.89ms
step:29624/40500 train_loss:1.5527 aux_loss:0.0025 train_time:21348527ms step_avg:720.89ms
step:29625/40500 train_loss:1.5548 aux_loss:0.0024 train_time:21349244ms step_avg:720.89ms
step:29626/40500 train_loss:1.5826 aux_loss:0.0025 train_time:21349962ms step_avg:720.89ms
step:29627/40500 train_loss:1.5988 aux_loss:0.0022 train_time:21350679ms step_avg:720.89ms
step:29628/40500 train_loss:1.6228 aux_loss:0.0025 train_time:21351397ms step_avg:720.89ms
step:29629/40500 train_loss:1.6072 aux_loss:0.0024 train_time:21352116ms step_avg:720.89ms
step:29630/40500 train_loss:1.5621 aux_loss:0.0025 train_time:21352833ms step_avg:720.89ms
step:29631/40500 train_loss:1.5348 aux_loss:0.0025 train_time:21353549ms step_avg:720.89ms
step:29632/40500 train_loss:1.5919 aux_loss:0.0025 train_time:21354266ms step_avg:720.89ms
step:29633/40500 train_loss:1.6470 aux_loss:0.0026 train_time:21354984ms step_avg:720.89ms
step:29634/40500 train_loss:1.5641 aux_loss:0.0022 train_time:21355702ms step_avg:720.89ms
step:29635/40500 train_loss:1.5898 aux_loss:0.0023 train_time:21356420ms step_avg:720.89ms
step:29636/40500 train_loss:1.5730 aux_loss:0.0021 train_time:21357137ms step_avg:720.89ms
step:29637/40500 train_loss:1.5892 aux_loss:0.0022 train_time:21357854ms step_avg:720.89ms
step:29638/40500 train_loss:1.6545 aux_loss:0.0024 train_time:21358571ms step_avg:720.89ms
step:29639/40500 train_loss:1.5671 aux_loss:0.0023 train_time:21359287ms step_avg:720.89ms
step:29640/40500 train_loss:1.5491 aux_loss:0.0023 train_time:21360004ms step_avg:720.89ms
step:29641/40500 train_loss:1.5455 aux_loss:0.0024 train_time:21360722ms step_avg:720.89ms
step:29642/40500 train_loss:1.5883 aux_loss:0.0025 train_time:21361439ms step_avg:720.89ms
step:29643/40500 train_loss:1.6003 aux_loss:0.0026 train_time:21362157ms step_avg:720.89ms
step:29644/40500 train_loss:1.6335 aux_loss:0.0025 train_time:21362874ms step_avg:720.89ms
step:29645/40500 train_loss:1.4856 aux_loss:0.0024 train_time:21363590ms step_avg:720.89ms
step:29646/40500 train_loss:1.5305 aux_loss:0.0023 train_time:21364307ms step_avg:720.89ms
step:29647/40500 train_loss:1.5687 aux_loss:0.0024 train_time:21365025ms step_avg:720.89ms
step:29648/40500 train_loss:1.5530 aux_loss:0.0024 train_time:21365743ms step_avg:720.89ms
step:29649/40500 train_loss:1.5526 aux_loss:0.0024 train_time:21366459ms step_avg:720.89ms
step:29650/40500 train_loss:1.5832 aux_loss:0.0025 train_time:21367176ms step_avg:720.89ms
step:29651/40500 train_loss:1.5979 aux_loss:0.0025 train_time:21367893ms step_avg:720.89ms
step:29652/40500 train_loss:1.5783 aux_loss:0.0027 train_time:21368612ms step_avg:720.89ms
step:29653/40500 train_loss:1.5849 aux_loss:0.0025 train_time:21369330ms step_avg:720.89ms
step:29654/40500 train_loss:1.5368 aux_loss:0.0026 train_time:21370047ms step_avg:720.89ms
step:29655/40500 train_loss:1.5755 aux_loss:0.0026 train_time:21370764ms step_avg:720.89ms
step:29656/40500 train_loss:1.6074 aux_loss:0.0025 train_time:21371481ms step_avg:720.89ms
step:29657/40500 train_loss:1.5401 aux_loss:0.0025 train_time:21372200ms step_avg:720.89ms
step:29658/40500 train_loss:1.5801 aux_loss:0.0023 train_time:21372916ms step_avg:720.89ms
step:29659/40500 train_loss:1.5434 aux_loss:0.0027 train_time:21373635ms step_avg:720.89ms
step:29660/40500 train_loss:1.6121 aux_loss:0.0024 train_time:21374352ms step_avg:720.89ms
step:29661/40500 train_loss:1.6022 aux_loss:0.0023 train_time:21375070ms step_avg:720.89ms
step:29662/40500 train_loss:1.5600 aux_loss:0.0023 train_time:21375787ms step_avg:720.89ms
step:29663/40500 train_loss:1.5709 aux_loss:0.0023 train_time:21376503ms step_avg:720.89ms
step:29664/40500 train_loss:1.5527 aux_loss:0.0023 train_time:21377220ms step_avg:720.89ms
step:29665/40500 train_loss:1.5944 aux_loss:0.0025 train_time:21377940ms step_avg:720.89ms
step:29666/40500 train_loss:1.5501 aux_loss:0.0024 train_time:21378658ms step_avg:720.89ms
step:29667/40500 train_loss:1.6081 aux_loss:0.0022 train_time:21379378ms step_avg:720.89ms
step:29668/40500 train_loss:1.5727 aux_loss:0.0023 train_time:21380096ms step_avg:720.89ms
step:29669/40500 train_loss:1.5654 aux_loss:0.0022 train_time:21380813ms step_avg:720.89ms
step:29670/40500 train_loss:1.5823 aux_loss:0.0023 train_time:21381532ms step_avg:720.89ms
step:29671/40500 train_loss:1.5450 aux_loss:0.0026 train_time:21382248ms step_avg:720.89ms
step:29672/40500 train_loss:1.6004 aux_loss:0.0027 train_time:21382966ms step_avg:720.89ms
step:29673/40500 train_loss:1.5456 aux_loss:0.0027 train_time:21383684ms step_avg:720.89ms
step:29674/40500 train_loss:1.5325 aux_loss:0.0025 train_time:21384404ms step_avg:720.89ms
step:29675/40500 train_loss:1.5498 aux_loss:0.0024 train_time:21385120ms step_avg:720.89ms
step:29676/40500 train_loss:1.5465 aux_loss:0.0025 train_time:21385840ms step_avg:720.89ms
step:29677/40500 train_loss:1.6488 aux_loss:0.0027 train_time:21386558ms step_avg:720.89ms
step:29678/40500 train_loss:1.5234 aux_loss:0.0025 train_time:21387275ms step_avg:720.89ms
step:29679/40500 train_loss:1.5158 aux_loss:0.0026 train_time:21387993ms step_avg:720.89ms
step:29680/40500 train_loss:1.5170 aux_loss:0.0026 train_time:21388711ms step_avg:720.89ms
step:29681/40500 train_loss:1.5461 aux_loss:0.0027 train_time:21389428ms step_avg:720.89ms
step:29682/40500 train_loss:1.5379 aux_loss:0.0022 train_time:21390146ms step_avg:720.89ms
step:29683/40500 train_loss:1.5926 aux_loss:0.0023 train_time:21390862ms step_avg:720.89ms
step:29684/40500 train_loss:1.5438 aux_loss:0.0022 train_time:21391580ms step_avg:720.89ms
step:29685/40500 train_loss:1.5615 aux_loss:0.0023 train_time:21392297ms step_avg:720.89ms
step:29686/40500 train_loss:1.5863 aux_loss:0.0028 train_time:21393015ms step_avg:720.89ms
step:29687/40500 train_loss:1.5499 aux_loss:0.0024 train_time:21393732ms step_avg:720.89ms
step:29688/40500 train_loss:1.5579 aux_loss:0.0025 train_time:21394451ms step_avg:720.89ms
step:29689/40500 train_loss:1.5548 aux_loss:0.0026 train_time:21395169ms step_avg:720.89ms
step:29690/40500 train_loss:1.5821 aux_loss:0.0027 train_time:21395885ms step_avg:720.89ms
step:29691/40500 train_loss:1.5553 aux_loss:0.0026 train_time:21396603ms step_avg:720.89ms
step:29692/40500 train_loss:1.5722 aux_loss:0.0026 train_time:21397318ms step_avg:720.89ms
step:29693/40500 train_loss:1.5784 aux_loss:0.0025 train_time:21398037ms step_avg:720.89ms
step:29694/40500 train_loss:1.5773 aux_loss:0.0024 train_time:21398755ms step_avg:720.89ms
step:29695/40500 train_loss:1.6004 aux_loss:0.0025 train_time:21399471ms step_avg:720.88ms
step:29696/40500 train_loss:1.5399 aux_loss:0.0023 train_time:21400190ms step_avg:720.88ms
step:29697/40500 train_loss:1.5324 aux_loss:0.0025 train_time:21400908ms step_avg:720.88ms
step:29698/40500 train_loss:1.5815 aux_loss:0.0025 train_time:21401626ms step_avg:720.88ms
step:29699/40500 train_loss:1.5320 aux_loss:0.0026 train_time:21402342ms step_avg:720.88ms
step:29700/40500 train_loss:1.5680 aux_loss:0.0026 train_time:21403059ms step_avg:720.88ms
step:29701/40500 train_loss:1.5409 aux_loss:0.0024 train_time:21403776ms step_avg:720.88ms
step:29702/40500 train_loss:1.5550 aux_loss:0.0023 train_time:21404493ms step_avg:720.88ms
step:29703/40500 train_loss:1.5662 aux_loss:0.0024 train_time:21405211ms step_avg:720.88ms
step:29704/40500 train_loss:1.5858 aux_loss:0.0026 train_time:21405930ms step_avg:720.88ms
step:29705/40500 train_loss:1.5851 aux_loss:0.0025 train_time:21406646ms step_avg:720.88ms
step:29706/40500 train_loss:1.6187 aux_loss:0.0024 train_time:21407364ms step_avg:720.88ms
step:29707/40500 train_loss:1.5048 aux_loss:0.0024 train_time:21408082ms step_avg:720.88ms
step:29708/40500 train_loss:1.5633 aux_loss:0.0029 train_time:21408799ms step_avg:720.88ms
step:29709/40500 train_loss:1.5831 aux_loss:0.0023 train_time:21409516ms step_avg:720.88ms
step:29710/40500 train_loss:1.5476 aux_loss:0.0028 train_time:21410234ms step_avg:720.88ms
step:29711/40500 train_loss:1.5722 aux_loss:0.0026 train_time:21410952ms step_avg:720.88ms
step:29712/40500 train_loss:1.5457 aux_loss:0.0023 train_time:21411669ms step_avg:720.88ms
step:29713/40500 train_loss:1.5685 aux_loss:0.0023 train_time:21412386ms step_avg:720.88ms
step:29714/40500 train_loss:1.5600 aux_loss:0.0026 train_time:21413105ms step_avg:720.88ms
step:29715/40500 train_loss:1.5910 aux_loss:0.0024 train_time:21413822ms step_avg:720.88ms
step:29716/40500 train_loss:1.5671 aux_loss:0.0025 train_time:21414539ms step_avg:720.88ms
step:29717/40500 train_loss:1.5707 aux_loss:0.0024 train_time:21415258ms step_avg:720.88ms
step:29718/40500 train_loss:1.5078 aux_loss:0.0023 train_time:21415977ms step_avg:720.88ms
step:29719/40500 train_loss:1.5551 aux_loss:0.0025 train_time:21416696ms step_avg:720.88ms
step:29720/40500 train_loss:1.5859 aux_loss:0.0026 train_time:21417415ms step_avg:720.88ms
step:29721/40500 train_loss:1.5565 aux_loss:0.0026 train_time:21418136ms step_avg:720.88ms
step:29722/40500 train_loss:1.5170 aux_loss:0.0026 train_time:21418854ms step_avg:720.88ms
step:29723/40500 train_loss:1.5729 aux_loss:0.0024 train_time:21419573ms step_avg:720.88ms
step:29724/40500 train_loss:1.5832 aux_loss:0.0029 train_time:21420296ms step_avg:720.88ms
step:29725/40500 train_loss:1.5978 aux_loss:0.0025 train_time:21421015ms step_avg:720.88ms
step:29726/40500 train_loss:1.5766 aux_loss:0.0023 train_time:21421733ms step_avg:720.88ms
step:29727/40500 train_loss:1.5903 aux_loss:0.0026 train_time:21422453ms step_avg:720.88ms
step:29728/40500 train_loss:1.6253 aux_loss:0.0024 train_time:21423174ms step_avg:720.88ms
step:29729/40500 train_loss:1.5329 aux_loss:0.0026 train_time:21423891ms step_avg:720.88ms
step:29730/40500 train_loss:1.5286 aux_loss:0.0025 train_time:21424610ms step_avg:720.88ms
step:29731/40500 train_loss:1.5771 aux_loss:0.0025 train_time:21425329ms step_avg:720.88ms
step:29732/40500 train_loss:1.5241 aux_loss:0.0023 train_time:21426048ms step_avg:720.88ms
step:29733/40500 train_loss:1.5426 aux_loss:0.0024 train_time:21426768ms step_avg:720.88ms
step:29734/40500 train_loss:1.5647 aux_loss:0.0025 train_time:21427487ms step_avg:720.88ms
step:29735/40500 train_loss:1.5637 aux_loss:0.0028 train_time:21428206ms step_avg:720.88ms
step:29736/40500 train_loss:1.5307 aux_loss:0.0024 train_time:21428926ms step_avg:720.88ms
step:29737/40500 train_loss:1.5693 aux_loss:0.0024 train_time:21429645ms step_avg:720.88ms
step:29738/40500 train_loss:1.5732 aux_loss:0.0025 train_time:21430364ms step_avg:720.88ms
step:29739/40500 train_loss:1.6014 aux_loss:0.0025 train_time:21431084ms step_avg:720.88ms
step:29740/40500 train_loss:1.6127 aux_loss:0.0024 train_time:21431803ms step_avg:720.88ms
step:29741/40500 train_loss:1.5524 aux_loss:0.0023 train_time:21432524ms step_avg:720.88ms
step:29742/40500 train_loss:1.5787 aux_loss:0.0026 train_time:21433242ms step_avg:720.88ms
step:29743/40500 train_loss:1.5924 aux_loss:0.0026 train_time:21433962ms step_avg:720.88ms
step:29744/40500 train_loss:1.5444 aux_loss:0.0024 train_time:21434681ms step_avg:720.88ms
step:29745/40500 train_loss:1.6036 aux_loss:0.0027 train_time:21435400ms step_avg:720.88ms
step:29746/40500 train_loss:1.5325 aux_loss:0.0025 train_time:21436120ms step_avg:720.88ms
step:29747/40500 train_loss:1.5856 aux_loss:0.0025 train_time:21436839ms step_avg:720.88ms
step:29748/40500 train_loss:1.5930 aux_loss:0.0027 train_time:21437558ms step_avg:720.88ms
step:29749/40500 train_loss:1.5349 aux_loss:0.0025 train_time:21438278ms step_avg:720.88ms
step:29750/40500 train_loss:1.5633 aux_loss:0.0023 train_time:21438996ms step_avg:720.88ms
step:29751/40500 train_loss:1.6109 aux_loss:0.0031 train_time:21439716ms step_avg:720.88ms
step:29752/40500 train_loss:1.5649 aux_loss:0.0027 train_time:21440436ms step_avg:720.88ms
step:29753/40500 train_loss:1.6237 aux_loss:0.0025 train_time:21441154ms step_avg:720.88ms
step:29754/40500 train_loss:1.5634 aux_loss:0.0026 train_time:21441874ms step_avg:720.88ms
step:29755/40500 train_loss:1.5434 aux_loss:0.0026 train_time:21442595ms step_avg:720.88ms
step:29756/40500 train_loss:1.6271 aux_loss:0.0027 train_time:21443315ms step_avg:720.88ms
step:29757/40500 train_loss:1.5368 aux_loss:0.0029 train_time:21444033ms step_avg:720.88ms
step:29758/40500 train_loss:1.5393 aux_loss:0.0025 train_time:21444752ms step_avg:720.88ms
step:29759/40500 train_loss:1.5742 aux_loss:0.0026 train_time:21445467ms step_avg:720.88ms
step:29760/40500 train_loss:1.5598 aux_loss:0.0026 train_time:21446190ms step_avg:720.88ms
step:29761/40500 train_loss:1.5424 aux_loss:0.0024 train_time:21446908ms step_avg:720.88ms
step:29762/40500 train_loss:1.5773 aux_loss:0.0025 train_time:21447628ms step_avg:720.88ms
step:29763/40500 train_loss:1.5568 aux_loss:0.0026 train_time:21448351ms step_avg:720.88ms
step:29764/40500 train_loss:1.5245 aux_loss:0.0024 train_time:21449071ms step_avg:720.88ms
step:29765/40500 train_loss:1.5379 aux_loss:0.0024 train_time:21449790ms step_avg:720.88ms
step:29766/40500 train_loss:1.5234 aux_loss:0.0023 train_time:21450510ms step_avg:720.88ms
step:29767/40500 train_loss:1.5957 aux_loss:0.0027 train_time:21451229ms step_avg:720.88ms
step:29768/40500 train_loss:1.5606 aux_loss:0.0025 train_time:21451947ms step_avg:720.88ms
step:29769/40500 train_loss:1.5463 aux_loss:0.0025 train_time:21452667ms step_avg:720.88ms
step:29770/40500 train_loss:1.6365 aux_loss:0.0026 train_time:21453386ms step_avg:720.88ms
step:29771/40500 train_loss:1.5581 aux_loss:0.0025 train_time:21454106ms step_avg:720.88ms
step:29772/40500 train_loss:1.5420 aux_loss:0.0024 train_time:21454825ms step_avg:720.88ms
step:29773/40500 train_loss:1.5629 aux_loss:0.0024 train_time:21455545ms step_avg:720.88ms
step:29774/40500 train_loss:1.6012 aux_loss:0.0024 train_time:21456264ms step_avg:720.88ms
step:29775/40500 train_loss:1.6160 aux_loss:0.0024 train_time:21456981ms step_avg:720.88ms
step:29776/40500 train_loss:1.5191 aux_loss:0.0023 train_time:21457704ms step_avg:720.88ms
step:29777/40500 train_loss:1.5370 aux_loss:0.0024 train_time:21458423ms step_avg:720.88ms
step:29778/40500 train_loss:1.5683 aux_loss:0.0024 train_time:21459141ms step_avg:720.88ms
step:29779/40500 train_loss:1.5760 aux_loss:0.0025 train_time:21459858ms step_avg:720.88ms
step:29780/40500 train_loss:1.5820 aux_loss:0.0023 train_time:21460577ms step_avg:720.88ms
step:29781/40500 train_loss:1.6009 aux_loss:0.0023 train_time:21461295ms step_avg:720.88ms
step:29782/40500 train_loss:1.5853 aux_loss:0.0023 train_time:21462016ms step_avg:720.88ms
step:29783/40500 train_loss:1.5615 aux_loss:0.0024 train_time:21462735ms step_avg:720.88ms
step:29784/40500 train_loss:1.5289 aux_loss:0.0027 train_time:21463456ms step_avg:720.88ms
step:29785/40500 train_loss:1.5420 aux_loss:0.0025 train_time:21464175ms step_avg:720.88ms
step:29786/40500 train_loss:1.5341 aux_loss:0.0024 train_time:21464895ms step_avg:720.88ms
step:29787/40500 train_loss:1.5633 aux_loss:0.0024 train_time:21465615ms step_avg:720.88ms
step:29788/40500 train_loss:1.5477 aux_loss:0.0025 train_time:21466335ms step_avg:720.88ms
step:29789/40500 train_loss:1.5782 aux_loss:0.0024 train_time:21467054ms step_avg:720.88ms
step:29790/40500 train_loss:1.5931 aux_loss:0.0028 train_time:21467774ms step_avg:720.88ms
step:29791/40500 train_loss:1.6080 aux_loss:0.0027 train_time:21468496ms step_avg:720.88ms
step:29792/40500 train_loss:1.6207 aux_loss:0.0030 train_time:21469215ms step_avg:720.88ms
step:29793/40500 train_loss:1.5056 aux_loss:0.0024 train_time:21469934ms step_avg:720.88ms
step:29794/40500 train_loss:1.5528 aux_loss:0.0025 train_time:21470654ms step_avg:720.88ms
step:29795/40500 train_loss:1.5604 aux_loss:0.0024 train_time:21471372ms step_avg:720.88ms
step:29796/40500 train_loss:1.5905 aux_loss:0.0024 train_time:21472093ms step_avg:720.88ms
step:29797/40500 train_loss:1.5729 aux_loss:0.0025 train_time:21472813ms step_avg:720.88ms
step:29798/40500 train_loss:1.5661 aux_loss:0.0025 train_time:21473533ms step_avg:720.88ms
step:29799/40500 train_loss:1.5383 aux_loss:0.0026 train_time:21474252ms step_avg:720.88ms
step:29800/40500 train_loss:1.5471 aux_loss:0.0026 train_time:21474972ms step_avg:720.88ms
step:29801/40500 train_loss:1.5653 aux_loss:0.0027 train_time:21475692ms step_avg:720.88ms
step:29802/40500 train_loss:1.5507 aux_loss:0.0026 train_time:21476413ms step_avg:720.88ms
step:29803/40500 train_loss:1.5974 aux_loss:0.0027 train_time:21477132ms step_avg:720.88ms
step:29804/40500 train_loss:1.6232 aux_loss:0.0026 train_time:21477852ms step_avg:720.88ms
step:29805/40500 train_loss:1.5655 aux_loss:0.0026 train_time:21478571ms step_avg:720.88ms
step:29806/40500 train_loss:1.5293 aux_loss:0.0024 train_time:21479290ms step_avg:720.88ms
step:29807/40500 train_loss:1.5298 aux_loss:0.0024 train_time:21480010ms step_avg:720.88ms
step:29808/40500 train_loss:1.5646 aux_loss:0.0024 train_time:21480730ms step_avg:720.88ms
step:29809/40500 train_loss:1.5674 aux_loss:0.0026 train_time:21481451ms step_avg:720.88ms
step:29810/40500 train_loss:1.5740 aux_loss:0.0024 train_time:21482171ms step_avg:720.88ms
step:29811/40500 train_loss:1.5797 aux_loss:0.0024 train_time:21482890ms step_avg:720.88ms
step:29812/40500 train_loss:1.5377 aux_loss:0.0024 train_time:21483611ms step_avg:720.88ms
step:29813/40500 train_loss:1.5839 aux_loss:0.0025 train_time:21484329ms step_avg:720.88ms
step:29814/40500 train_loss:1.5589 aux_loss:0.0024 train_time:21485049ms step_avg:720.88ms
step:29815/40500 train_loss:1.5968 aux_loss:0.0024 train_time:21485769ms step_avg:720.88ms
step:29816/40500 train_loss:1.5711 aux_loss:0.0024 train_time:21486489ms step_avg:720.88ms
step:29817/40500 train_loss:1.5588 aux_loss:0.0023 train_time:21487210ms step_avg:720.88ms
step:29818/40500 train_loss:1.5853 aux_loss:0.0026 train_time:21487929ms step_avg:720.88ms
step:29819/40500 train_loss:1.5600 aux_loss:0.0023 train_time:21488648ms step_avg:720.88ms
step:29820/40500 train_loss:1.5313 aux_loss:0.0024 train_time:21489367ms step_avg:720.88ms
step:29821/40500 train_loss:1.5649 aux_loss:0.0025 train_time:21490086ms step_avg:720.88ms
step:29822/40500 train_loss:1.5272 aux_loss:0.0024 train_time:21490806ms step_avg:720.88ms
step:29823/40500 train_loss:1.5699 aux_loss:0.0027 train_time:21491526ms step_avg:720.88ms
step:29824/40500 train_loss:1.6105 aux_loss:0.0028 train_time:21492246ms step_avg:720.88ms
step:29825/40500 train_loss:1.5795 aux_loss:0.0027 train_time:21492965ms step_avg:720.88ms
step:29826/40500 train_loss:1.5226 aux_loss:0.0024 train_time:21493688ms step_avg:720.88ms
step:29827/40500 train_loss:1.5871 aux_loss:0.0027 train_time:21494409ms step_avg:720.88ms
step:29828/40500 train_loss:1.5627 aux_loss:0.0025 train_time:21495128ms step_avg:720.88ms
step:29829/40500 train_loss:1.5895 aux_loss:0.0025 train_time:21495847ms step_avg:720.88ms
step:29830/40500 train_loss:1.5894 aux_loss:0.0024 train_time:21496566ms step_avg:720.88ms
step:29831/40500 train_loss:1.5477 aux_loss:0.0024 train_time:21497285ms step_avg:720.88ms
step:29832/40500 train_loss:1.5522 aux_loss:0.0026 train_time:21498006ms step_avg:720.88ms
step:29833/40500 train_loss:1.6073 aux_loss:0.0027 train_time:21498727ms step_avg:720.88ms
step:29834/40500 train_loss:1.6142 aux_loss:0.0024 train_time:21499445ms step_avg:720.88ms
step:29835/40500 train_loss:1.5772 aux_loss:0.0026 train_time:21500164ms step_avg:720.88ms
step:29836/40500 train_loss:1.5717 aux_loss:0.0023 train_time:21500885ms step_avg:720.88ms
step:29837/40500 train_loss:1.5578 aux_loss:0.0023 train_time:21501606ms step_avg:720.88ms
step:29838/40500 train_loss:1.4898 aux_loss:0.0024 train_time:21502325ms step_avg:720.88ms
step:29839/40500 train_loss:1.6168 aux_loss:0.0025 train_time:21503045ms step_avg:720.88ms
step:29840/40500 train_loss:1.5506 aux_loss:0.0026 train_time:21503765ms step_avg:720.88ms
step:29841/40500 train_loss:1.5245 aux_loss:0.0024 train_time:21504485ms step_avg:720.88ms
step:29842/40500 train_loss:1.5371 aux_loss:0.0026 train_time:21505203ms step_avg:720.88ms
step:29843/40500 train_loss:1.5713 aux_loss:0.0023 train_time:21505924ms step_avg:720.88ms
step:29844/40500 train_loss:1.5858 aux_loss:0.0025 train_time:21506643ms step_avg:720.88ms
step:29845/40500 train_loss:1.5848 aux_loss:0.0024 train_time:21507364ms step_avg:720.88ms
step:29846/40500 train_loss:1.5558 aux_loss:0.0023 train_time:21508083ms step_avg:720.88ms
step:29847/40500 train_loss:1.5570 aux_loss:0.0024 train_time:21508804ms step_avg:720.88ms
step:29848/40500 train_loss:1.5616 aux_loss:0.0026 train_time:21509523ms step_avg:720.88ms
step:29849/40500 train_loss:1.5877 aux_loss:0.0026 train_time:21510243ms step_avg:720.88ms
step:29850/40500 train_loss:1.5882 aux_loss:0.0025 train_time:21510962ms step_avg:720.88ms
step:29851/40500 train_loss:1.5031 aux_loss:0.0026 train_time:21511682ms step_avg:720.88ms
step:29852/40500 train_loss:1.4998 aux_loss:0.0024 train_time:21512402ms step_avg:720.88ms
step:29853/40500 train_loss:1.6188 aux_loss:0.0024 train_time:21513122ms step_avg:720.88ms
step:29854/40500 train_loss:1.5261 aux_loss:0.0024 train_time:21513842ms step_avg:720.88ms
step:29855/40500 train_loss:1.5305 aux_loss:0.0024 train_time:21514562ms step_avg:720.88ms
step:29856/40500 train_loss:1.5426 aux_loss:0.0023 train_time:21515281ms step_avg:720.88ms
step:29857/40500 train_loss:1.5670 aux_loss:0.0025 train_time:21516002ms step_avg:720.88ms
step:29858/40500 train_loss:1.5923 aux_loss:0.0024 train_time:21516721ms step_avg:720.88ms
step:29859/40500 train_loss:1.5476 aux_loss:0.0025 train_time:21517442ms step_avg:720.88ms
step:29860/40500 train_loss:1.5808 aux_loss:0.0025 train_time:21518161ms step_avg:720.88ms
step:29861/40500 train_loss:1.5583 aux_loss:0.0026 train_time:21518880ms step_avg:720.88ms
step:29862/40500 train_loss:1.5981 aux_loss:0.0026 train_time:21519599ms step_avg:720.88ms
step:29863/40500 train_loss:1.5472 aux_loss:0.0024 train_time:21520320ms step_avg:720.88ms
step:29864/40500 train_loss:1.5638 aux_loss:0.0025 train_time:21521040ms step_avg:720.88ms
step:29865/40500 train_loss:1.5575 aux_loss:0.0024 train_time:21521759ms step_avg:720.88ms
step:29866/40500 train_loss:1.5905 aux_loss:0.0023 train_time:21522480ms step_avg:720.88ms
step:29867/40500 train_loss:1.5247 aux_loss:0.0023 train_time:21523199ms step_avg:720.88ms
step:29868/40500 train_loss:1.5604 aux_loss:0.0022 train_time:21523918ms step_avg:720.88ms
step:29869/40500 train_loss:1.5825 aux_loss:0.0023 train_time:21524638ms step_avg:720.88ms
step:29870/40500 train_loss:1.5200 aux_loss:0.0024 train_time:21525357ms step_avg:720.88ms
step:29871/40500 train_loss:1.5332 aux_loss:0.0025 train_time:21526076ms step_avg:720.88ms
step:29872/40500 train_loss:1.6147 aux_loss:0.0024 train_time:21526797ms step_avg:720.88ms
step:29873/40500 train_loss:1.5689 aux_loss:0.0024 train_time:21527516ms step_avg:720.88ms
step:29874/40500 train_loss:1.5252 aux_loss:0.0023 train_time:21528238ms step_avg:720.88ms
step:29875/40500 train_loss:1.5716 aux_loss:0.0024 train_time:21528959ms step_avg:720.88ms
step:29876/40500 train_loss:1.5687 aux_loss:0.0023 train_time:21529678ms step_avg:720.88ms
step:29877/40500 train_loss:1.5775 aux_loss:0.0025 train_time:21530398ms step_avg:720.88ms
step:29878/40500 train_loss:1.5316 aux_loss:0.0023 train_time:21531118ms step_avg:720.88ms
step:29879/40500 train_loss:1.5389 aux_loss:0.0024 train_time:21531836ms step_avg:720.88ms
step:29880/40500 train_loss:1.5486 aux_loss:0.0025 train_time:21532558ms step_avg:720.88ms
step:29881/40500 train_loss:1.5925 aux_loss:0.0026 train_time:21533279ms step_avg:720.88ms
step:29882/40500 train_loss:1.5006 aux_loss:0.0028 train_time:21533997ms step_avg:720.88ms
step:29883/40500 train_loss:1.5324 aux_loss:0.0025 train_time:21534715ms step_avg:720.88ms
step:29884/40500 train_loss:1.5721 aux_loss:0.0024 train_time:21535435ms step_avg:720.88ms
step:29885/40500 train_loss:1.5985 aux_loss:0.0024 train_time:21536155ms step_avg:720.88ms
step:29886/40500 train_loss:1.5326 aux_loss:0.0025 train_time:21536875ms step_avg:720.88ms
step:29887/40500 train_loss:1.5685 aux_loss:0.0025 train_time:21537594ms step_avg:720.88ms
step:29888/40500 train_loss:1.6273 aux_loss:0.0024 train_time:21538314ms step_avg:720.88ms
step:29889/40500 train_loss:1.5420 aux_loss:0.0025 train_time:21539036ms step_avg:720.88ms
step:29890/40500 train_loss:1.5599 aux_loss:0.0025 train_time:21539756ms step_avg:720.88ms
step:29891/40500 train_loss:1.5657 aux_loss:0.0025 train_time:21540473ms step_avg:720.88ms
step:29892/40500 train_loss:1.5347 aux_loss:0.0024 train_time:21541192ms step_avg:720.88ms
step:29893/40500 train_loss:1.6057 aux_loss:0.0024 train_time:21541913ms step_avg:720.88ms
step:29894/40500 train_loss:1.5350 aux_loss:0.0024 train_time:21542634ms step_avg:720.88ms
step:29895/40500 train_loss:1.5903 aux_loss:0.0022 train_time:21543353ms step_avg:720.88ms
step:29896/40500 train_loss:1.5784 aux_loss:0.0024 train_time:21544075ms step_avg:720.88ms
step:29897/40500 train_loss:1.5841 aux_loss:0.0025 train_time:21544791ms step_avg:720.87ms
step:29898/40500 train_loss:1.5337 aux_loss:0.0023 train_time:21545512ms step_avg:720.87ms
step:29899/40500 train_loss:1.5312 aux_loss:0.0028 train_time:21546236ms step_avg:720.88ms
step:29900/40500 train_loss:1.5352 aux_loss:0.0021 train_time:21546952ms step_avg:720.87ms
step:29901/40500 train_loss:1.5350 aux_loss:0.0024 train_time:21547672ms step_avg:720.87ms
step:29902/40500 train_loss:1.5865 aux_loss:0.0024 train_time:21548392ms step_avg:720.87ms
step:29903/40500 train_loss:1.5674 aux_loss:0.0024 train_time:21549113ms step_avg:720.87ms
step:29904/40500 train_loss:1.5551 aux_loss:0.0023 train_time:21549832ms step_avg:720.87ms
step:29905/40500 train_loss:1.4992 aux_loss:0.0025 train_time:21550553ms step_avg:720.87ms
step:29906/40500 train_loss:1.5192 aux_loss:0.0024 train_time:21551271ms step_avg:720.87ms
step:29907/40500 train_loss:1.6034 aux_loss:0.0026 train_time:21551990ms step_avg:720.87ms
step:29908/40500 train_loss:1.5553 aux_loss:0.0027 train_time:21552709ms step_avg:720.87ms
step:29909/40500 train_loss:1.5734 aux_loss:0.0049 train_time:21553429ms step_avg:720.87ms
step:29910/40500 train_loss:1.5923 aux_loss:0.0025 train_time:21554149ms step_avg:720.87ms
step:29911/40500 train_loss:1.5831 aux_loss:0.0025 train_time:21554869ms step_avg:720.87ms
step:29912/40500 train_loss:1.5898 aux_loss:0.0025 train_time:21555588ms step_avg:720.87ms
step:29913/40500 train_loss:1.5431 aux_loss:0.0029 train_time:21556308ms step_avg:720.87ms
step:29914/40500 train_loss:1.5801 aux_loss:0.0024 train_time:21557027ms step_avg:720.87ms
step:29915/40500 train_loss:1.5774 aux_loss:0.0026 train_time:21557747ms step_avg:720.87ms
step:29916/40500 train_loss:1.5301 aux_loss:0.0025 train_time:21558467ms step_avg:720.87ms
step:29917/40500 train_loss:1.6420 aux_loss:0.0026 train_time:21559187ms step_avg:720.87ms
step:29918/40500 train_loss:1.5670 aux_loss:0.0025 train_time:21559906ms step_avg:720.87ms
step:29919/40500 train_loss:1.5187 aux_loss:0.0026 train_time:21560627ms step_avg:720.87ms
step:29920/40500 train_loss:1.5649 aux_loss:0.0025 train_time:21561348ms step_avg:720.87ms
step:29921/40500 train_loss:1.5739 aux_loss:0.0025 train_time:21562066ms step_avg:720.87ms
step:29922/40500 train_loss:1.6114 aux_loss:0.0025 train_time:21562786ms step_avg:720.87ms
step:29923/40500 train_loss:1.6413 aux_loss:0.0025 train_time:21563506ms step_avg:720.87ms
step:29924/40500 train_loss:1.6085 aux_loss:0.0026 train_time:21564226ms step_avg:720.87ms
step:29925/40500 train_loss:1.6150 aux_loss:0.0026 train_time:21564946ms step_avg:720.87ms
step:29926/40500 train_loss:1.5449 aux_loss:0.0027 train_time:21565664ms step_avg:720.87ms
step:29927/40500 train_loss:1.5316 aux_loss:0.0028 train_time:21566383ms step_avg:720.87ms
step:29928/40500 train_loss:1.5495 aux_loss:0.0025 train_time:21567104ms step_avg:720.87ms
step:29929/40500 train_loss:1.6116 aux_loss:0.0024 train_time:21567824ms step_avg:720.87ms
step:29930/40500 train_loss:1.5806 aux_loss:0.0025 train_time:21568543ms step_avg:720.87ms
step:29931/40500 train_loss:1.5472 aux_loss:0.0024 train_time:21569263ms step_avg:720.87ms
step:29932/40500 train_loss:1.5824 aux_loss:0.0024 train_time:21569983ms step_avg:720.87ms
step:29933/40500 train_loss:1.5007 aux_loss:0.0024 train_time:21570703ms step_avg:720.87ms
step:29934/40500 train_loss:1.5808 aux_loss:0.0024 train_time:21571423ms step_avg:720.87ms
step:29935/40500 train_loss:1.4957 aux_loss:0.0023 train_time:21572143ms step_avg:720.87ms
step:29936/40500 train_loss:1.6234 aux_loss:0.0028 train_time:21572862ms step_avg:720.87ms
step:29937/40500 train_loss:1.5837 aux_loss:0.0025 train_time:21573583ms step_avg:720.87ms
step:29938/40500 train_loss:1.6309 aux_loss:0.0026 train_time:21574302ms step_avg:720.87ms
step:29939/40500 train_loss:1.5608 aux_loss:0.0025 train_time:21575022ms step_avg:720.87ms
step:29940/40500 train_loss:1.5480 aux_loss:0.0025 train_time:21575743ms step_avg:720.87ms
step:29941/40500 train_loss:1.5280 aux_loss:0.0026 train_time:21576462ms step_avg:720.87ms
step:29942/40500 train_loss:1.5075 aux_loss:0.0025 train_time:21577180ms step_avg:720.87ms
step:29943/40500 train_loss:1.5452 aux_loss:0.0025 train_time:21577902ms step_avg:720.87ms
step:29944/40500 train_loss:1.5200 aux_loss:0.0027 train_time:21578621ms step_avg:720.87ms
step:29945/40500 train_loss:1.5387 aux_loss:0.0023 train_time:21579342ms step_avg:720.87ms
step:29946/40500 train_loss:1.5763 aux_loss:0.0024 train_time:21580064ms step_avg:720.87ms
step:29947/40500 train_loss:1.4666 aux_loss:0.0026 train_time:21580783ms step_avg:720.87ms
step:29948/40500 train_loss:1.5906 aux_loss:0.0026 train_time:21581501ms step_avg:720.87ms
step:29949/40500 train_loss:1.5475 aux_loss:0.0025 train_time:21582221ms step_avg:720.87ms
step:29950/40500 train_loss:1.5460 aux_loss:0.0036 train_time:21582941ms step_avg:720.87ms
step:29951/40500 train_loss:1.5742 aux_loss:0.0024 train_time:21583660ms step_avg:720.87ms
step:29952/40500 train_loss:1.5677 aux_loss:0.0025 train_time:21584381ms step_avg:720.87ms
step:29953/40500 train_loss:1.5690 aux_loss:0.0024 train_time:21585100ms step_avg:720.87ms
step:29954/40500 train_loss:1.5530 aux_loss:0.0024 train_time:21585821ms step_avg:720.87ms
step:29955/40500 train_loss:1.5660 aux_loss:0.0023 train_time:21586540ms step_avg:720.87ms
step:29956/40500 train_loss:1.5587 aux_loss:0.0024 train_time:21587260ms step_avg:720.87ms
step:29957/40500 train_loss:1.5586 aux_loss:0.0024 train_time:21587979ms step_avg:720.87ms
step:29958/40500 train_loss:1.5116 aux_loss:0.0026 train_time:21588699ms step_avg:720.87ms
step:29959/40500 train_loss:1.5866 aux_loss:0.0025 train_time:21589419ms step_avg:720.87ms
step:29960/40500 train_loss:1.5673 aux_loss:0.0025 train_time:21590137ms step_avg:720.87ms
step:29961/40500 train_loss:1.5475 aux_loss:0.0024 train_time:21590857ms step_avg:720.87ms
step:29962/40500 train_loss:1.5680 aux_loss:0.0023 train_time:21591576ms step_avg:720.87ms
step:29963/40500 train_loss:1.5692 aux_loss:0.0024 train_time:21592295ms step_avg:720.87ms
step:29964/40500 train_loss:1.6154 aux_loss:0.0025 train_time:21593015ms step_avg:720.87ms
step:29965/40500 train_loss:1.5830 aux_loss:0.0024 train_time:21593736ms step_avg:720.87ms
step:29966/40500 train_loss:1.5473 aux_loss:0.0025 train_time:21594455ms step_avg:720.87ms
step:29967/40500 train_loss:1.6108 aux_loss:0.0023 train_time:21595176ms step_avg:720.87ms
step:29968/40500 train_loss:1.5074 aux_loss:0.0023 train_time:21595896ms step_avg:720.87ms
step:29969/40500 train_loss:1.5666 aux_loss:0.0030 train_time:21596615ms step_avg:720.87ms
step:29970/40500 train_loss:1.5045 aux_loss:0.0025 train_time:21597335ms step_avg:720.87ms
step:29971/40500 train_loss:1.6129 aux_loss:0.0028 train_time:21598055ms step_avg:720.87ms
step:29972/40500 train_loss:1.5401 aux_loss:0.0026 train_time:21598774ms step_avg:720.87ms
step:29973/40500 train_loss:1.5754 aux_loss:0.0024 train_time:21599495ms step_avg:720.87ms
step:29974/40500 train_loss:1.5189 aux_loss:0.0023 train_time:21600213ms step_avg:720.87ms
step:29975/40500 train_loss:1.5302 aux_loss:0.0024 train_time:21600934ms step_avg:720.87ms
step:29976/40500 train_loss:1.5647 aux_loss:0.0025 train_time:21601653ms step_avg:720.87ms
step:29977/40500 train_loss:1.5542 aux_loss:0.0024 train_time:21602372ms step_avg:720.87ms
step:29978/40500 train_loss:1.5776 aux_loss:0.0026 train_time:21603091ms step_avg:720.87ms
step:29979/40500 train_loss:1.4791 aux_loss:0.0023 train_time:21603810ms step_avg:720.87ms
step:29980/40500 train_loss:1.5687 aux_loss:0.0026 train_time:21604530ms step_avg:720.87ms
step:29981/40500 train_loss:1.5793 aux_loss:0.0058 train_time:21605249ms step_avg:720.87ms
step:29982/40500 train_loss:1.5399 aux_loss:0.0024 train_time:21605967ms step_avg:720.87ms
step:29983/40500 train_loss:1.6049 aux_loss:0.0026 train_time:21606685ms step_avg:720.87ms
step:29984/40500 train_loss:1.6317 aux_loss:0.0025 train_time:21607401ms step_avg:720.87ms
step:29985/40500 train_loss:1.5809 aux_loss:0.0025 train_time:21608120ms step_avg:720.87ms
step:29986/40500 train_loss:1.5872 aux_loss:0.0024 train_time:21608838ms step_avg:720.87ms
step:29987/40500 train_loss:1.5969 aux_loss:0.0024 train_time:21609555ms step_avg:720.87ms
step:29988/40500 train_loss:1.5739 aux_loss:0.0026 train_time:21610272ms step_avg:720.87ms
step:29989/40500 train_loss:1.6504 aux_loss:0.0031 train_time:21610991ms step_avg:720.87ms
step:29990/40500 train_loss:1.5439 aux_loss:0.0025 train_time:21611711ms step_avg:720.87ms
step:29991/40500 train_loss:1.5239 aux_loss:0.0027 train_time:21612430ms step_avg:720.87ms
step:29992/40500 train_loss:1.5763 aux_loss:0.0026 train_time:21613148ms step_avg:720.87ms
step:29993/40500 train_loss:1.6221 aux_loss:0.0025 train_time:21613866ms step_avg:720.87ms
step:29994/40500 train_loss:1.5735 aux_loss:0.0025 train_time:21614585ms step_avg:720.87ms
step:29995/40500 train_loss:1.5884 aux_loss:0.0032 train_time:21615305ms step_avg:720.87ms
step:29996/40500 train_loss:1.5728 aux_loss:0.0022 train_time:21616023ms step_avg:720.87ms
step:29997/40500 train_loss:1.5922 aux_loss:0.0025 train_time:21616743ms step_avg:720.87ms
step:29998/40500 train_loss:1.5229 aux_loss:0.0025 train_time:21617462ms step_avg:720.87ms
step:29999/40500 train_loss:1.5963 aux_loss:0.0025 train_time:21618180ms step_avg:720.87ms
step:30000/40500 train_loss:1.5531 aux_loss:0.0030 train_time:21618898ms step_avg:720.87ms
step:30000/40500 val_loss:1.5783 val_aux_loss:0.0026 train_time:21618899ms step_avg:720.87ms
step:30001/40500 train_loss:1.5563 aux_loss:0.0024 train_time:21619621ms step_avg:720.87ms
step:30002/40500 train_loss:1.5819 aux_loss:0.0024 train_time:21620339ms step_avg:720.87ms
step:30003/40500 train_loss:1.6054 aux_loss:0.0025 train_time:21621058ms step_avg:720.87ms
step:30004/40500 train_loss:1.5836 aux_loss:0.0025 train_time:21621777ms step_avg:720.87ms
step:30005/40500 train_loss:1.5184 aux_loss:0.0025 train_time:21622497ms step_avg:720.87ms
step:30006/40500 train_loss:1.5935 aux_loss:0.0024 train_time:21623216ms step_avg:720.87ms
step:30007/40500 train_loss:1.5001 aux_loss:0.0026 train_time:21623934ms step_avg:720.87ms
step:30008/40500 train_loss:1.5863 aux_loss:0.0024 train_time:21624654ms step_avg:720.87ms
step:30009/40500 train_loss:1.5082 aux_loss:0.0026 train_time:21625373ms step_avg:720.87ms
step:30010/40500 train_loss:1.6021 aux_loss:0.0025 train_time:21626091ms step_avg:720.87ms
step:30011/40500 train_loss:1.5917 aux_loss:0.0028 train_time:21626812ms step_avg:720.87ms
step:30012/40500 train_loss:1.5809 aux_loss:0.0033 train_time:21627533ms step_avg:720.87ms
step:30013/40500 train_loss:1.5231 aux_loss:0.0026 train_time:21628249ms step_avg:720.87ms
step:30014/40500 train_loss:1.6083 aux_loss:0.0025 train_time:21628970ms step_avg:720.87ms
step:30015/40500 train_loss:1.5170 aux_loss:0.0025 train_time:21629688ms step_avg:720.87ms
step:30016/40500 train_loss:1.5649 aux_loss:0.0025 train_time:21630404ms step_avg:720.87ms
step:30017/40500 train_loss:1.5532 aux_loss:0.0023 train_time:21631123ms step_avg:720.87ms
step:30018/40500 train_loss:1.6146 aux_loss:0.0034 train_time:21631841ms step_avg:720.87ms
step:30019/40500 train_loss:1.5352 aux_loss:0.0025 train_time:21632558ms step_avg:720.87ms
step:30020/40500 train_loss:1.6333 aux_loss:0.0023 train_time:21633275ms step_avg:720.87ms
step:30021/40500 train_loss:1.5331 aux_loss:0.0026 train_time:21633995ms step_avg:720.87ms
step:30022/40500 train_loss:1.6034 aux_loss:0.0025 train_time:21634711ms step_avg:720.87ms
step:30023/40500 train_loss:1.5484 aux_loss:0.0023 train_time:21635430ms step_avg:720.87ms
step:30024/40500 train_loss:1.5897 aux_loss:0.0024 train_time:21636148ms step_avg:720.87ms
step:30025/40500 train_loss:1.5904 aux_loss:0.0029 train_time:21636866ms step_avg:720.87ms
step:30026/40500 train_loss:1.5368 aux_loss:0.0025 train_time:21637584ms step_avg:720.87ms
step:30027/40500 train_loss:1.5897 aux_loss:0.0024 train_time:21638306ms step_avg:720.87ms
step:30028/40500 train_loss:1.5769 aux_loss:0.0034 train_time:21639025ms step_avg:720.87ms
step:30029/40500 train_loss:1.5757 aux_loss:0.0025 train_time:21639743ms step_avg:720.87ms
step:30030/40500 train_loss:1.5520 aux_loss:0.0027 train_time:21640464ms step_avg:720.87ms
step:30031/40500 train_loss:1.5937 aux_loss:0.0026 train_time:21641186ms step_avg:720.87ms
step:30032/40500 train_loss:1.5108 aux_loss:0.0025 train_time:21641906ms step_avg:720.87ms
step:30033/40500 train_loss:1.5565 aux_loss:0.0023 train_time:21642626ms step_avg:720.87ms
step:30034/40500 train_loss:1.5095 aux_loss:0.0023 train_time:21643351ms step_avg:720.87ms
step:30035/40500 train_loss:1.5436 aux_loss:0.0024 train_time:21644072ms step_avg:720.87ms
step:30036/40500 train_loss:1.5213 aux_loss:0.0025 train_time:21644791ms step_avg:720.87ms
step:30037/40500 train_loss:1.5652 aux_loss:0.0025 train_time:21645512ms step_avg:720.87ms
step:30038/40500 train_loss:1.5656 aux_loss:0.0025 train_time:21646233ms step_avg:720.87ms
step:30039/40500 train_loss:1.5540 aux_loss:0.0025 train_time:21646952ms step_avg:720.87ms
step:30040/40500 train_loss:1.5292 aux_loss:0.0024 train_time:21647671ms step_avg:720.87ms
step:30041/40500 train_loss:1.5218 aux_loss:0.0026 train_time:21648391ms step_avg:720.87ms
step:30042/40500 train_loss:1.5828 aux_loss:0.0023 train_time:21649111ms step_avg:720.87ms
step:30043/40500 train_loss:1.6016 aux_loss:0.0023 train_time:21649830ms step_avg:720.87ms
step:30044/40500 train_loss:1.5185 aux_loss:0.0023 train_time:21650551ms step_avg:720.87ms
step:30045/40500 train_loss:1.5783 aux_loss:0.0026 train_time:21651271ms step_avg:720.87ms
step:30046/40500 train_loss:1.5567 aux_loss:0.0024 train_time:21651992ms step_avg:720.87ms
step:30047/40500 train_loss:1.5992 aux_loss:0.0024 train_time:21652712ms step_avg:720.87ms
step:30048/40500 train_loss:1.5852 aux_loss:0.0026 train_time:21653433ms step_avg:720.87ms
step:30049/40500 train_loss:1.5779 aux_loss:0.0025 train_time:21654152ms step_avg:720.87ms
step:30050/40500 train_loss:1.5310 aux_loss:0.0024 train_time:21654870ms step_avg:720.87ms
step:30051/40500 train_loss:1.5553 aux_loss:0.0024 train_time:21655590ms step_avg:720.87ms
step:30052/40500 train_loss:1.5563 aux_loss:0.0025 train_time:21656309ms step_avg:720.87ms
step:30053/40500 train_loss:1.5435 aux_loss:0.0025 train_time:21657029ms step_avg:720.87ms
step:30054/40500 train_loss:1.5746 aux_loss:0.0025 train_time:21657749ms step_avg:720.87ms
step:30055/40500 train_loss:1.6217 aux_loss:0.0025 train_time:21658470ms step_avg:720.87ms
step:30056/40500 train_loss:1.5943 aux_loss:0.0024 train_time:21659190ms step_avg:720.87ms
step:30057/40500 train_loss:1.5868 aux_loss:0.0024 train_time:21659909ms step_avg:720.87ms
step:30058/40500 train_loss:1.5482 aux_loss:0.0026 train_time:21660629ms step_avg:720.87ms
step:30059/40500 train_loss:1.5570 aux_loss:0.0024 train_time:21661349ms step_avg:720.87ms
step:30060/40500 train_loss:1.5617 aux_loss:0.0024 train_time:21662068ms step_avg:720.87ms
step:30061/40500 train_loss:1.5410 aux_loss:0.0024 train_time:21662788ms step_avg:720.87ms
step:30062/40500 train_loss:1.5396 aux_loss:0.0025 train_time:21663508ms step_avg:720.87ms
step:30063/40500 train_loss:1.6004 aux_loss:0.0025 train_time:21664227ms step_avg:720.87ms
step:30064/40500 train_loss:1.5913 aux_loss:0.0024 train_time:21664947ms step_avg:720.87ms
step:30065/40500 train_loss:1.5913 aux_loss:0.0024 train_time:21665667ms step_avg:720.87ms
step:30066/40500 train_loss:1.5137 aux_loss:0.0023 train_time:21666386ms step_avg:720.87ms
step:30067/40500 train_loss:1.5856 aux_loss:0.0022 train_time:21667108ms step_avg:720.87ms
step:30068/40500 train_loss:1.5988 aux_loss:0.0024 train_time:21667828ms step_avg:720.87ms
step:30069/40500 train_loss:1.6206 aux_loss:0.0025 train_time:21668550ms step_avg:720.87ms
step:30070/40500 train_loss:1.5329 aux_loss:0.0024 train_time:21669269ms step_avg:720.87ms
step:30071/40500 train_loss:1.5294 aux_loss:0.0025 train_time:21669986ms step_avg:720.87ms
step:30072/40500 train_loss:1.5577 aux_loss:0.0025 train_time:21670707ms step_avg:720.87ms
step:30073/40500 train_loss:1.6176 aux_loss:0.0026 train_time:21671426ms step_avg:720.87ms
step:30074/40500 train_loss:1.5624 aux_loss:0.0024 train_time:21672145ms step_avg:720.87ms
step:30075/40500 train_loss:1.5466 aux_loss:0.0022 train_time:21672864ms step_avg:720.87ms
step:30076/40500 train_loss:1.5461 aux_loss:0.0023 train_time:21673584ms step_avg:720.87ms
step:30077/40500 train_loss:1.5568 aux_loss:0.0023 train_time:21674305ms step_avg:720.87ms
step:30078/40500 train_loss:1.5874 aux_loss:0.0023 train_time:21675024ms step_avg:720.87ms
step:30079/40500 train_loss:1.5247 aux_loss:0.0023 train_time:21675745ms step_avg:720.87ms
step:30080/40500 train_loss:1.6046 aux_loss:0.0024 train_time:21676466ms step_avg:720.87ms
step:30081/40500 train_loss:1.5447 aux_loss:0.0023 train_time:21677183ms step_avg:720.87ms
step:30082/40500 train_loss:1.5712 aux_loss:0.0023 train_time:21677901ms step_avg:720.87ms
step:30083/40500 train_loss:1.5838 aux_loss:0.0023 train_time:21678623ms step_avg:720.87ms
step:30084/40500 train_loss:1.5848 aux_loss:0.0023 train_time:21679343ms step_avg:720.87ms
step:30085/40500 train_loss:1.5392 aux_loss:0.0025 train_time:21680063ms step_avg:720.87ms
step:30086/40500 train_loss:1.5273 aux_loss:0.0023 train_time:21680783ms step_avg:720.87ms
step:30087/40500 train_loss:1.5466 aux_loss:0.0026 train_time:21681503ms step_avg:720.87ms
step:30088/40500 train_loss:1.5551 aux_loss:0.0024 train_time:21682222ms step_avg:720.87ms
step:30089/40500 train_loss:1.5744 aux_loss:0.0025 train_time:21682941ms step_avg:720.87ms
step:30090/40500 train_loss:1.5705 aux_loss:0.0026 train_time:21683662ms step_avg:720.87ms
step:30091/40500 train_loss:1.5500 aux_loss:0.0023 train_time:21684382ms step_avg:720.87ms
step:30092/40500 train_loss:1.5603 aux_loss:0.0024 train_time:21685101ms step_avg:720.87ms
step:30093/40500 train_loss:1.5769 aux_loss:0.0025 train_time:21685823ms step_avg:720.87ms
step:30094/40500 train_loss:1.5572 aux_loss:0.0028 train_time:21686542ms step_avg:720.87ms
step:30095/40500 train_loss:1.5687 aux_loss:0.0024 train_time:21687262ms step_avg:720.87ms
step:30096/40500 train_loss:1.5960 aux_loss:0.0027 train_time:21687986ms step_avg:720.87ms
step:30097/40500 train_loss:1.5663 aux_loss:0.0023 train_time:21688705ms step_avg:720.87ms
step:30098/40500 train_loss:1.6140 aux_loss:0.0025 train_time:21689427ms step_avg:720.87ms
step:30099/40500 train_loss:1.5821 aux_loss:0.0025 train_time:21690147ms step_avg:720.87ms
step:30100/40500 train_loss:1.5449 aux_loss:0.0024 train_time:21690864ms step_avg:720.87ms
step:30101/40500 train_loss:1.5463 aux_loss:0.0029 train_time:21691584ms step_avg:720.87ms
step:30102/40500 train_loss:1.5599 aux_loss:0.0023 train_time:21692303ms step_avg:720.87ms
step:30103/40500 train_loss:1.5605 aux_loss:0.0023 train_time:21693021ms step_avg:720.87ms
step:30104/40500 train_loss:1.4988 aux_loss:0.0023 train_time:21693740ms step_avg:720.87ms
step:30105/40500 train_loss:1.6061 aux_loss:0.0025 train_time:21694461ms step_avg:720.87ms
step:30106/40500 train_loss:1.5189 aux_loss:0.0026 train_time:21695179ms step_avg:720.87ms
step:30107/40500 train_loss:1.5393 aux_loss:0.0024 train_time:21695901ms step_avg:720.87ms
step:30108/40500 train_loss:1.5874 aux_loss:0.0024 train_time:21696621ms step_avg:720.87ms
step:30109/40500 train_loss:1.5465 aux_loss:0.0023 train_time:21697338ms step_avg:720.87ms
step:30110/40500 train_loss:1.5678 aux_loss:0.0023 train_time:21698057ms step_avg:720.87ms
step:30111/40500 train_loss:1.5842 aux_loss:0.0025 train_time:21698777ms step_avg:720.87ms
step:30112/40500 train_loss:1.6384 aux_loss:0.0024 train_time:21699498ms step_avg:720.87ms
step:30113/40500 train_loss:1.5610 aux_loss:0.0024 train_time:21700217ms step_avg:720.87ms
step:30114/40500 train_loss:1.5766 aux_loss:0.0023 train_time:21700937ms step_avg:720.87ms
step:30115/40500 train_loss:1.5619 aux_loss:0.0024 train_time:21701657ms step_avg:720.87ms
step:30116/40500 train_loss:1.5523 aux_loss:0.0023 train_time:21702377ms step_avg:720.87ms
step:30117/40500 train_loss:1.6269 aux_loss:0.0023 train_time:21703097ms step_avg:720.87ms
step:30118/40500 train_loss:1.5439 aux_loss:0.0023 train_time:21703817ms step_avg:720.87ms
step:30119/40500 train_loss:1.5439 aux_loss:0.0023 train_time:21704538ms step_avg:720.87ms
step:30120/40500 train_loss:1.5913 aux_loss:0.0023 train_time:21705257ms step_avg:720.87ms
step:30121/40500 train_loss:1.5805 aux_loss:0.0024 train_time:21705978ms step_avg:720.87ms
step:30122/40500 train_loss:1.5633 aux_loss:0.0026 train_time:21706698ms step_avg:720.87ms
step:30123/40500 train_loss:1.5831 aux_loss:0.0025 train_time:21707416ms step_avg:720.87ms
step:30124/40500 train_loss:1.5373 aux_loss:0.0024 train_time:21708134ms step_avg:720.87ms
step:30125/40500 train_loss:1.5454 aux_loss:0.0023 train_time:21708856ms step_avg:720.87ms
step:30126/40500 train_loss:1.6068 aux_loss:0.0024 train_time:21709577ms step_avg:720.87ms
step:30127/40500 train_loss:1.5721 aux_loss:0.0026 train_time:21710295ms step_avg:720.87ms
step:30128/40500 train_loss:1.5404 aux_loss:0.0025 train_time:21711017ms step_avg:720.87ms
step:30129/40500 train_loss:1.5174 aux_loss:0.0022 train_time:21711738ms step_avg:720.87ms
step:30130/40500 train_loss:1.5818 aux_loss:0.0025 train_time:21712459ms step_avg:720.87ms
step:30131/40500 train_loss:1.5456 aux_loss:0.0025 train_time:21713177ms step_avg:720.87ms
step:30132/40500 train_loss:1.5645 aux_loss:0.0023 train_time:21713900ms step_avg:720.87ms
step:30133/40500 train_loss:1.5683 aux_loss:0.0025 train_time:21714621ms step_avg:720.87ms
step:30134/40500 train_loss:1.5518 aux_loss:0.0024 train_time:21715340ms step_avg:720.87ms
step:30135/40500 train_loss:1.5837 aux_loss:0.0024 train_time:21716061ms step_avg:720.87ms
step:30136/40500 train_loss:1.5369 aux_loss:0.0028 train_time:21716783ms step_avg:720.87ms
step:30137/40500 train_loss:1.6037 aux_loss:0.0025 train_time:21717506ms step_avg:720.87ms
step:30138/40500 train_loss:1.5676 aux_loss:0.0024 train_time:21718229ms step_avg:720.87ms
step:30139/40500 train_loss:1.5617 aux_loss:0.0023 train_time:21718948ms step_avg:720.87ms
step:30140/40500 train_loss:1.6094 aux_loss:0.0024 train_time:21719669ms step_avg:720.87ms
step:30141/40500 train_loss:1.5564 aux_loss:0.0024 train_time:21720390ms step_avg:720.87ms
step:30142/40500 train_loss:1.6163 aux_loss:0.0024 train_time:21721111ms step_avg:720.87ms
step:30143/40500 train_loss:1.5507 aux_loss:0.0024 train_time:21721830ms step_avg:720.87ms
step:30144/40500 train_loss:1.5567 aux_loss:0.0026 train_time:21722550ms step_avg:720.87ms
step:30145/40500 train_loss:1.5539 aux_loss:0.0024 train_time:21723270ms step_avg:720.87ms
step:30146/40500 train_loss:1.5385 aux_loss:0.0037 train_time:21723990ms step_avg:720.87ms
step:30147/40500 train_loss:1.5923 aux_loss:0.0024 train_time:21724710ms step_avg:720.87ms
step:30148/40500 train_loss:1.5857 aux_loss:0.0024 train_time:21725431ms step_avg:720.87ms
step:30149/40500 train_loss:1.5252 aux_loss:0.0024 train_time:21726151ms step_avg:720.87ms
step:30150/40500 train_loss:1.5816 aux_loss:0.0023 train_time:21726870ms step_avg:720.86ms
step:30151/40500 train_loss:1.5539 aux_loss:0.0024 train_time:21727589ms step_avg:720.86ms
step:30152/40500 train_loss:1.5858 aux_loss:0.0021 train_time:21728311ms step_avg:720.86ms
step:30153/40500 train_loss:1.5666 aux_loss:0.0022 train_time:21729029ms step_avg:720.86ms
step:30154/40500 train_loss:1.5681 aux_loss:0.0025 train_time:21729748ms step_avg:720.86ms
step:30155/40500 train_loss:1.5320 aux_loss:0.0024 train_time:21730468ms step_avg:720.86ms
step:30156/40500 train_loss:1.5282 aux_loss:0.0024 train_time:21731188ms step_avg:720.86ms
step:30157/40500 train_loss:1.5800 aux_loss:0.0026 train_time:21731910ms step_avg:720.86ms
step:30158/40500 train_loss:1.6388 aux_loss:0.0027 train_time:21732628ms step_avg:720.86ms
step:30159/40500 train_loss:1.6154 aux_loss:0.0024 train_time:21733349ms step_avg:720.86ms
step:30160/40500 train_loss:1.5637 aux_loss:0.0023 train_time:21734070ms step_avg:720.86ms
step:30161/40500 train_loss:1.6040 aux_loss:0.0030 train_time:21734789ms step_avg:720.86ms
step:30162/40500 train_loss:1.5927 aux_loss:0.0026 train_time:21735509ms step_avg:720.86ms
step:30163/40500 train_loss:1.5851 aux_loss:0.0024 train_time:21736229ms step_avg:720.86ms
step:30164/40500 train_loss:1.5263 aux_loss:0.0024 train_time:21736949ms step_avg:720.86ms
step:30165/40500 train_loss:1.5280 aux_loss:0.0025 train_time:21737669ms step_avg:720.86ms
step:30166/40500 train_loss:1.5996 aux_loss:0.0029 train_time:21738387ms step_avg:720.86ms
step:30167/40500 train_loss:1.5816 aux_loss:0.0025 train_time:21739105ms step_avg:720.86ms
step:30168/40500 train_loss:1.5486 aux_loss:0.0025 train_time:21739826ms step_avg:720.86ms
step:30169/40500 train_loss:1.5658 aux_loss:0.0023 train_time:21740546ms step_avg:720.86ms
step:30170/40500 train_loss:1.5549 aux_loss:0.0024 train_time:21741265ms step_avg:720.86ms
step:30171/40500 train_loss:1.5541 aux_loss:0.0023 train_time:21741988ms step_avg:720.86ms
step:30172/40500 train_loss:1.5992 aux_loss:0.0025 train_time:21742706ms step_avg:720.86ms
step:30173/40500 train_loss:1.5265 aux_loss:0.0027 train_time:21743426ms step_avg:720.86ms
step:30174/40500 train_loss:1.5764 aux_loss:0.0026 train_time:21744145ms step_avg:720.86ms
step:30175/40500 train_loss:1.5233 aux_loss:0.0026 train_time:21744864ms step_avg:720.86ms
step:30176/40500 train_loss:1.5929 aux_loss:0.0025 train_time:21745585ms step_avg:720.86ms
step:30177/40500 train_loss:1.6096 aux_loss:0.0026 train_time:21746305ms step_avg:720.86ms
step:30178/40500 train_loss:1.5702 aux_loss:0.0025 train_time:21747024ms step_avg:720.86ms
step:30179/40500 train_loss:1.5117 aux_loss:0.0025 train_time:21747743ms step_avg:720.86ms
step:30180/40500 train_loss:1.5195 aux_loss:0.0025 train_time:21748464ms step_avg:720.86ms
step:30181/40500 train_loss:1.6213 aux_loss:0.0025 train_time:21749186ms step_avg:720.86ms
step:30182/40500 train_loss:1.5556 aux_loss:0.0026 train_time:21749905ms step_avg:720.86ms
step:30183/40500 train_loss:1.6063 aux_loss:0.0027 train_time:21750625ms step_avg:720.86ms
step:30184/40500 train_loss:1.5499 aux_loss:0.0026 train_time:21751346ms step_avg:720.86ms
step:30185/40500 train_loss:1.5739 aux_loss:0.0026 train_time:21752067ms step_avg:720.86ms
step:30186/40500 train_loss:1.5629 aux_loss:0.0026 train_time:21752788ms step_avg:720.86ms
step:30187/40500 train_loss:1.5874 aux_loss:0.0024 train_time:21753506ms step_avg:720.86ms
step:30188/40500 train_loss:1.5393 aux_loss:0.0023 train_time:21754227ms step_avg:720.86ms
step:30189/40500 train_loss:1.6093 aux_loss:0.0026 train_time:21754947ms step_avg:720.86ms
step:30190/40500 train_loss:1.5747 aux_loss:0.0024 train_time:21755667ms step_avg:720.86ms
step:30191/40500 train_loss:1.6382 aux_loss:0.0026 train_time:21756389ms step_avg:720.86ms
step:30192/40500 train_loss:1.5678 aux_loss:0.0025 train_time:21757110ms step_avg:720.86ms
step:30193/40500 train_loss:1.5660 aux_loss:0.0026 train_time:21757833ms step_avg:720.86ms
step:30194/40500 train_loss:1.6556 aux_loss:0.0024 train_time:21758554ms step_avg:720.86ms
step:30195/40500 train_loss:1.5470 aux_loss:0.0024 train_time:21759275ms step_avg:720.86ms
step:30196/40500 train_loss:1.5373 aux_loss:0.0023 train_time:21759997ms step_avg:720.86ms
step:30197/40500 train_loss:1.6205 aux_loss:0.0025 train_time:21760717ms step_avg:720.86ms
step:30198/40500 train_loss:1.5473 aux_loss:0.0025 train_time:21761438ms step_avg:720.86ms
step:30199/40500 train_loss:1.5212 aux_loss:0.0027 train_time:21762158ms step_avg:720.86ms
step:30200/40500 train_loss:1.5740 aux_loss:0.0026 train_time:21762878ms step_avg:720.86ms
step:30201/40500 train_loss:1.5488 aux_loss:0.0026 train_time:21763597ms step_avg:720.86ms
step:30202/40500 train_loss:1.5428 aux_loss:0.0029 train_time:21764317ms step_avg:720.86ms
step:30203/40500 train_loss:1.5700 aux_loss:0.0026 train_time:21765038ms step_avg:720.86ms
step:30204/40500 train_loss:1.6051 aux_loss:0.0025 train_time:21765757ms step_avg:720.86ms
step:30205/40500 train_loss:1.5880 aux_loss:0.0024 train_time:21766480ms step_avg:720.86ms
step:30206/40500 train_loss:1.6038 aux_loss:0.0028 train_time:21767201ms step_avg:720.86ms
step:30207/40500 train_loss:1.5776 aux_loss:0.0024 train_time:21767923ms step_avg:720.86ms
step:30208/40500 train_loss:1.5540 aux_loss:0.0024 train_time:21768643ms step_avg:720.86ms
step:30209/40500 train_loss:1.5404 aux_loss:0.0025 train_time:21769362ms step_avg:720.86ms
step:30210/40500 train_loss:1.5959 aux_loss:0.0025 train_time:21770084ms step_avg:720.86ms
step:30211/40500 train_loss:1.5239 aux_loss:0.0025 train_time:21770804ms step_avg:720.86ms
step:30212/40500 train_loss:1.5224 aux_loss:0.0025 train_time:21771527ms step_avg:720.86ms
step:30213/40500 train_loss:1.5870 aux_loss:0.0025 train_time:21772248ms step_avg:720.86ms
step:30214/40500 train_loss:1.5760 aux_loss:0.0024 train_time:21772969ms step_avg:720.86ms
step:30215/40500 train_loss:1.5042 aux_loss:0.0023 train_time:21773694ms step_avg:720.86ms
step:30216/40500 train_loss:1.5123 aux_loss:0.0023 train_time:21774414ms step_avg:720.86ms
step:30217/40500 train_loss:1.5287 aux_loss:0.0025 train_time:21775135ms step_avg:720.86ms
step:30218/40500 train_loss:1.6038 aux_loss:0.0027 train_time:21775856ms step_avg:720.86ms
step:30219/40500 train_loss:1.5833 aux_loss:0.0031 train_time:21776576ms step_avg:720.86ms
step:30220/40500 train_loss:1.5475 aux_loss:0.0024 train_time:21777296ms step_avg:720.86ms
step:30221/40500 train_loss:1.5128 aux_loss:0.0024 train_time:21778018ms step_avg:720.86ms
step:30222/40500 train_loss:1.5701 aux_loss:0.0026 train_time:21778739ms step_avg:720.86ms
step:30223/40500 train_loss:1.5813 aux_loss:0.0028 train_time:21779459ms step_avg:720.86ms
step:30224/40500 train_loss:1.4913 aux_loss:0.0023 train_time:21780181ms step_avg:720.86ms
step:30225/40500 train_loss:1.5730 aux_loss:0.0023 train_time:21780901ms step_avg:720.86ms
step:30226/40500 train_loss:1.5691 aux_loss:0.0024 train_time:21781620ms step_avg:720.86ms
step:30227/40500 train_loss:1.5313 aux_loss:0.0025 train_time:21782340ms step_avg:720.86ms
step:30228/40500 train_loss:1.6195 aux_loss:0.0026 train_time:21783062ms step_avg:720.86ms
step:30229/40500 train_loss:1.5735 aux_loss:0.0026 train_time:21783782ms step_avg:720.86ms
step:30230/40500 train_loss:1.5783 aux_loss:0.0038 train_time:21784503ms step_avg:720.86ms
step:30231/40500 train_loss:1.5510 aux_loss:0.0025 train_time:21785226ms step_avg:720.86ms
step:30232/40500 train_loss:1.5221 aux_loss:0.0023 train_time:21785948ms step_avg:720.86ms
step:30233/40500 train_loss:1.6054 aux_loss:0.0023 train_time:21786670ms step_avg:720.86ms
step:30234/40500 train_loss:1.6025 aux_loss:0.0025 train_time:21787390ms step_avg:720.86ms
step:30235/40500 train_loss:1.5658 aux_loss:0.0024 train_time:21788111ms step_avg:720.86ms
step:30236/40500 train_loss:1.6310 aux_loss:0.0025 train_time:21788831ms step_avg:720.86ms
step:30237/40500 train_loss:1.5796 aux_loss:0.0024 train_time:21789551ms step_avg:720.86ms
step:30238/40500 train_loss:1.5919 aux_loss:0.0025 train_time:21790272ms step_avg:720.86ms
step:30239/40500 train_loss:1.5393 aux_loss:0.0026 train_time:21790991ms step_avg:720.86ms
step:30240/40500 train_loss:1.6109 aux_loss:0.0024 train_time:21791712ms step_avg:720.86ms
step:30241/40500 train_loss:1.5775 aux_loss:0.0025 train_time:21792433ms step_avg:720.86ms
step:30242/40500 train_loss:1.5685 aux_loss:0.0027 train_time:21793152ms step_avg:720.86ms
step:30243/40500 train_loss:1.5249 aux_loss:0.0027 train_time:21793873ms step_avg:720.86ms
step:30244/40500 train_loss:1.5173 aux_loss:0.0028 train_time:21794592ms step_avg:720.86ms
step:30245/40500 train_loss:1.5443 aux_loss:0.0028 train_time:21795312ms step_avg:720.86ms
step:30246/40500 train_loss:1.6242 aux_loss:0.0025 train_time:21796031ms step_avg:720.86ms
step:30247/40500 train_loss:1.5645 aux_loss:0.0025 train_time:21796749ms step_avg:720.86ms
step:30248/40500 train_loss:1.5802 aux_loss:0.0027 train_time:21797470ms step_avg:720.86ms
step:30249/40500 train_loss:1.5291 aux_loss:0.0027 train_time:21798191ms step_avg:720.86ms
step:30250/40500 train_loss:1.5647 aux_loss:0.0024 train_time:21798912ms step_avg:720.86ms
step:30251/40500 train_loss:1.5480 aux_loss:0.0024 train_time:21799634ms step_avg:720.86ms
step:30252/40500 train_loss:1.5163 aux_loss:0.0027 train_time:21800353ms step_avg:720.86ms
step:30253/40500 train_loss:1.5574 aux_loss:0.0024 train_time:21801073ms step_avg:720.86ms
step:30254/40500 train_loss:1.6244 aux_loss:0.0026 train_time:21801794ms step_avg:720.86ms
step:30255/40500 train_loss:1.5845 aux_loss:0.0023 train_time:21802516ms step_avg:720.86ms
step:30256/40500 train_loss:1.5562 aux_loss:0.0023 train_time:21803238ms step_avg:720.86ms
step:30257/40500 train_loss:1.5485 aux_loss:0.0027 train_time:21803963ms step_avg:720.86ms
step:30258/40500 train_loss:1.5910 aux_loss:0.0025 train_time:21804687ms step_avg:720.86ms
step:30259/40500 train_loss:1.5152 aux_loss:0.0026 train_time:21805407ms step_avg:720.86ms
step:30260/40500 train_loss:1.5462 aux_loss:0.0025 train_time:21806127ms step_avg:720.86ms
step:30261/40500 train_loss:1.5625 aux_loss:0.0027 train_time:21806848ms step_avg:720.86ms
step:30262/40500 train_loss:1.5571 aux_loss:0.0024 train_time:21807569ms step_avg:720.86ms
step:30263/40500 train_loss:1.5924 aux_loss:0.0024 train_time:21808289ms step_avg:720.86ms
step:30264/40500 train_loss:1.5538 aux_loss:0.0025 train_time:21809010ms step_avg:720.86ms
step:30265/40500 train_loss:1.6276 aux_loss:0.0025 train_time:21809730ms step_avg:720.86ms
step:30266/40500 train_loss:1.5361 aux_loss:0.0027 train_time:21810451ms step_avg:720.86ms
step:30267/40500 train_loss:1.5485 aux_loss:0.0024 train_time:21811172ms step_avg:720.86ms
step:30268/40500 train_loss:1.5425 aux_loss:0.0024 train_time:21811893ms step_avg:720.86ms
step:30269/40500 train_loss:1.5567 aux_loss:0.0023 train_time:21812612ms step_avg:720.86ms
step:30270/40500 train_loss:1.5299 aux_loss:0.0023 train_time:21813331ms step_avg:720.86ms
step:30271/40500 train_loss:1.5288 aux_loss:0.0029 train_time:21814053ms step_avg:720.86ms
step:30272/40500 train_loss:1.5501 aux_loss:0.0024 train_time:21814774ms step_avg:720.86ms
step:30273/40500 train_loss:1.5314 aux_loss:0.0026 train_time:21815495ms step_avg:720.86ms
step:30274/40500 train_loss:1.5935 aux_loss:0.0024 train_time:21816217ms step_avg:720.86ms
step:30275/40500 train_loss:1.5566 aux_loss:0.0032 train_time:21816938ms step_avg:720.86ms
step:30276/40500 train_loss:1.6076 aux_loss:0.0025 train_time:21817658ms step_avg:720.86ms
step:30277/40500 train_loss:1.5938 aux_loss:0.0025 train_time:21818380ms step_avg:720.86ms
step:30278/40500 train_loss:1.5521 aux_loss:0.0023 train_time:21819104ms step_avg:720.86ms
step:30279/40500 train_loss:1.5532 aux_loss:0.0023 train_time:21819823ms step_avg:720.86ms
step:30280/40500 train_loss:1.5933 aux_loss:0.0024 train_time:21820544ms step_avg:720.86ms
step:30281/40500 train_loss:1.6006 aux_loss:0.0024 train_time:21821265ms step_avg:720.86ms
step:30282/40500 train_loss:1.5354 aux_loss:0.0025 train_time:21821985ms step_avg:720.86ms
step:30283/40500 train_loss:1.5722 aux_loss:0.0026 train_time:21822705ms step_avg:720.86ms
step:30284/40500 train_loss:1.6019 aux_loss:0.0025 train_time:21823425ms step_avg:720.86ms
step:30285/40500 train_loss:1.5267 aux_loss:0.0025 train_time:21824146ms step_avg:720.86ms
step:30286/40500 train_loss:1.5686 aux_loss:0.0026 train_time:21824866ms step_avg:720.86ms
step:30287/40500 train_loss:1.5974 aux_loss:0.0024 train_time:21825587ms step_avg:720.86ms
step:30288/40500 train_loss:1.5690 aux_loss:0.0023 train_time:21826310ms step_avg:720.86ms
step:30289/40500 train_loss:1.5602 aux_loss:0.0026 train_time:21827030ms step_avg:720.86ms
step:30290/40500 train_loss:1.5076 aux_loss:0.0022 train_time:21827751ms step_avg:720.86ms
step:30291/40500 train_loss:1.5327 aux_loss:0.0025 train_time:21828473ms step_avg:720.86ms
step:30292/40500 train_loss:1.5182 aux_loss:0.0024 train_time:21829195ms step_avg:720.86ms
step:30293/40500 train_loss:1.6341 aux_loss:0.0024 train_time:21829915ms step_avg:720.86ms
step:30294/40500 train_loss:1.5355 aux_loss:0.0023 train_time:21830637ms step_avg:720.86ms
step:30295/40500 train_loss:1.6164 aux_loss:0.0025 train_time:21831358ms step_avg:720.86ms
step:30296/40500 train_loss:1.5936 aux_loss:0.0024 train_time:21832078ms step_avg:720.86ms
step:30297/40500 train_loss:1.5062 aux_loss:0.0024 train_time:21832799ms step_avg:720.86ms
step:30298/40500 train_loss:1.5116 aux_loss:0.0024 train_time:21833520ms step_avg:720.86ms
step:30299/40500 train_loss:1.5839 aux_loss:0.0023 train_time:21834240ms step_avg:720.86ms
step:30300/40500 train_loss:1.5555 aux_loss:0.0023 train_time:21834958ms step_avg:720.86ms
step:30301/40500 train_loss:1.5115 aux_loss:0.0022 train_time:21835678ms step_avg:720.86ms
step:30302/40500 train_loss:1.5850 aux_loss:0.0024 train_time:21836399ms step_avg:720.86ms
step:30303/40500 train_loss:1.5330 aux_loss:0.0024 train_time:21837118ms step_avg:720.86ms
step:30304/40500 train_loss:1.5680 aux_loss:0.0024 train_time:21837839ms step_avg:720.86ms
step:30305/40500 train_loss:1.5328 aux_loss:0.0025 train_time:21838559ms step_avg:720.86ms
step:30306/40500 train_loss:1.5603 aux_loss:0.0024 train_time:21839278ms step_avg:720.86ms
step:30307/40500 train_loss:1.5267 aux_loss:0.0030 train_time:21839997ms step_avg:720.86ms
step:30308/40500 train_loss:1.5606 aux_loss:0.0024 train_time:21840717ms step_avg:720.86ms
step:30309/40500 train_loss:1.5881 aux_loss:0.0024 train_time:21841438ms step_avg:720.86ms
step:30310/40500 train_loss:1.4838 aux_loss:0.0023 train_time:21842159ms step_avg:720.86ms
step:30311/40500 train_loss:1.5498 aux_loss:0.0024 train_time:21842879ms step_avg:720.86ms
step:30312/40500 train_loss:1.5556 aux_loss:0.0024 train_time:21843600ms step_avg:720.86ms
step:30313/40500 train_loss:1.4856 aux_loss:0.0024 train_time:21844322ms step_avg:720.86ms
step:30314/40500 train_loss:1.5653 aux_loss:0.0024 train_time:21845042ms step_avg:720.86ms
step:30315/40500 train_loss:1.5475 aux_loss:0.0028 train_time:21845764ms step_avg:720.86ms
step:30316/40500 train_loss:1.5531 aux_loss:0.0030 train_time:21846485ms step_avg:720.86ms
step:30317/40500 train_loss:1.5876 aux_loss:0.0025 train_time:21847205ms step_avg:720.86ms
step:30318/40500 train_loss:1.5486 aux_loss:0.0024 train_time:21847928ms step_avg:720.86ms
step:30319/40500 train_loss:1.5347 aux_loss:0.0022 train_time:21848650ms step_avg:720.86ms
step:30320/40500 train_loss:1.5373 aux_loss:0.0023 train_time:21849370ms step_avg:720.86ms
step:30321/40500 train_loss:1.5743 aux_loss:0.0028 train_time:21850094ms step_avg:720.86ms
step:30322/40500 train_loss:1.5234 aux_loss:0.0025 train_time:21850814ms step_avg:720.86ms
step:30323/40500 train_loss:1.5116 aux_loss:0.0025 train_time:21851533ms step_avg:720.86ms
step:30324/40500 train_loss:1.5235 aux_loss:0.0026 train_time:21852253ms step_avg:720.86ms
step:30325/40500 train_loss:1.5641 aux_loss:0.0026 train_time:21852972ms step_avg:720.86ms
step:30326/40500 train_loss:1.5571 aux_loss:0.0026 train_time:21853693ms step_avg:720.86ms
step:30327/40500 train_loss:1.5844 aux_loss:0.0025 train_time:21854412ms step_avg:720.86ms
step:30328/40500 train_loss:1.6088 aux_loss:0.0025 train_time:21855131ms step_avg:720.86ms
step:30329/40500 train_loss:1.6115 aux_loss:0.0024 train_time:21855852ms step_avg:720.86ms
step:30330/40500 train_loss:1.6083 aux_loss:0.0024 train_time:21856573ms step_avg:720.86ms
step:30331/40500 train_loss:1.5808 aux_loss:0.0023 train_time:21857291ms step_avg:720.86ms
step:30332/40500 train_loss:1.5672 aux_loss:0.0023 train_time:21858014ms step_avg:720.86ms
step:30333/40500 train_loss:1.5488 aux_loss:0.0026 train_time:21858734ms step_avg:720.86ms
step:30334/40500 train_loss:1.5434 aux_loss:0.0023 train_time:21859456ms step_avg:720.86ms
step:30335/40500 train_loss:1.5467 aux_loss:0.0024 train_time:21860176ms step_avg:720.86ms
step:30336/40500 train_loss:1.5709 aux_loss:0.0025 train_time:21860895ms step_avg:720.86ms
step:30337/40500 train_loss:1.5452 aux_loss:0.0023 train_time:21861616ms step_avg:720.86ms
step:30338/40500 train_loss:1.5640 aux_loss:0.0023 train_time:21862336ms step_avg:720.86ms
step:30339/40500 train_loss:1.5597 aux_loss:0.0025 train_time:21863055ms step_avg:720.86ms
step:30340/40500 train_loss:1.4938 aux_loss:0.0025 train_time:21863775ms step_avg:720.86ms
step:30341/40500 train_loss:1.5089 aux_loss:0.0023 train_time:21864495ms step_avg:720.86ms
step:30342/40500 train_loss:1.5154 aux_loss:0.0028 train_time:21865213ms step_avg:720.86ms
step:30343/40500 train_loss:1.5538 aux_loss:0.0025 train_time:21865933ms step_avg:720.86ms
step:30344/40500 train_loss:1.5493 aux_loss:0.0024 train_time:21866653ms step_avg:720.86ms
step:30345/40500 train_loss:1.5362 aux_loss:0.0022 train_time:21867374ms step_avg:720.86ms
step:30346/40500 train_loss:1.5075 aux_loss:0.0023 train_time:21868093ms step_avg:720.86ms
step:30347/40500 train_loss:1.4894 aux_loss:0.0023 train_time:21868814ms step_avg:720.86ms
step:30348/40500 train_loss:1.5982 aux_loss:0.0023 train_time:21869535ms step_avg:720.86ms
step:30349/40500 train_loss:1.5496 aux_loss:0.0022 train_time:21870256ms step_avg:720.86ms
step:30350/40500 train_loss:1.5628 aux_loss:0.0024 train_time:21870977ms step_avg:720.86ms
step:30351/40500 train_loss:1.5926 aux_loss:0.0024 train_time:21871699ms step_avg:720.86ms
step:30352/40500 train_loss:1.5192 aux_loss:0.0023 train_time:21872424ms step_avg:720.86ms
step:30353/40500 train_loss:1.4946 aux_loss:0.0024 train_time:21873145ms step_avg:720.86ms
step:30354/40500 train_loss:1.5471 aux_loss:0.0027 train_time:21873868ms step_avg:720.86ms
step:30355/40500 train_loss:1.5402 aux_loss:0.0024 train_time:21874588ms step_avg:720.86ms
step:30356/40500 train_loss:1.5748 aux_loss:0.0024 train_time:21875310ms step_avg:720.86ms
step:30357/40500 train_loss:1.4912 aux_loss:0.0025 train_time:21876030ms step_avg:720.86ms
step:30358/40500 train_loss:1.5632 aux_loss:0.0031 train_time:21876751ms step_avg:720.86ms
step:30359/40500 train_loss:1.5474 aux_loss:0.0032 train_time:21877470ms step_avg:720.86ms
step:30360/40500 train_loss:1.5467 aux_loss:0.0026 train_time:21878190ms step_avg:720.86ms
step:30361/40500 train_loss:1.5128 aux_loss:0.0025 train_time:21878908ms step_avg:720.86ms
step:30362/40500 train_loss:1.5293 aux_loss:0.0025 train_time:21879630ms step_avg:720.86ms
step:30363/40500 train_loss:1.5271 aux_loss:0.0025 train_time:21880350ms step_avg:720.86ms
step:30364/40500 train_loss:1.5748 aux_loss:0.0025 train_time:21881068ms step_avg:720.86ms
step:30365/40500 train_loss:1.5489 aux_loss:0.0024 train_time:21881789ms step_avg:720.86ms
step:30366/40500 train_loss:1.5981 aux_loss:0.0023 train_time:21882509ms step_avg:720.86ms
step:30367/40500 train_loss:1.5921 aux_loss:0.0023 train_time:21883227ms step_avg:720.86ms
step:30368/40500 train_loss:1.5783 aux_loss:0.0024 train_time:21883947ms step_avg:720.86ms
step:30369/40500 train_loss:1.5463 aux_loss:0.0024 train_time:21884666ms step_avg:720.86ms
step:30370/40500 train_loss:1.5459 aux_loss:0.0026 train_time:21885385ms step_avg:720.86ms
step:30371/40500 train_loss:1.5787 aux_loss:0.0026 train_time:21886105ms step_avg:720.86ms
step:30372/40500 train_loss:1.5711 aux_loss:0.0026 train_time:21886826ms step_avg:720.86ms
step:30373/40500 train_loss:1.5776 aux_loss:0.0023 train_time:21887545ms step_avg:720.86ms
step:30374/40500 train_loss:1.5037 aux_loss:0.0025 train_time:21888264ms step_avg:720.86ms
step:30375/40500 train_loss:1.5830 aux_loss:0.0026 train_time:21888985ms step_avg:720.86ms
step:30376/40500 train_loss:1.5432 aux_loss:0.0029 train_time:21889704ms step_avg:720.86ms
step:30377/40500 train_loss:1.5722 aux_loss:0.0024 train_time:21890424ms step_avg:720.86ms
step:30378/40500 train_loss:1.5523 aux_loss:0.0024 train_time:21891144ms step_avg:720.86ms
step:30379/40500 train_loss:1.5192 aux_loss:0.0024 train_time:21891865ms step_avg:720.86ms
step:30380/40500 train_loss:1.5439 aux_loss:0.0026 train_time:21892584ms step_avg:720.86ms
step:30381/40500 train_loss:1.5371 aux_loss:0.0026 train_time:21893303ms step_avg:720.86ms
step:30382/40500 train_loss:1.5737 aux_loss:0.0025 train_time:21894022ms step_avg:720.86ms
step:30383/40500 train_loss:1.5229 aux_loss:0.0024 train_time:21894742ms step_avg:720.86ms
step:30384/40500 train_loss:1.5098 aux_loss:0.0023 train_time:21895462ms step_avg:720.86ms
step:30385/40500 train_loss:1.5387 aux_loss:0.0025 train_time:21896183ms step_avg:720.86ms
step:30386/40500 train_loss:1.5799 aux_loss:0.0028 train_time:21896904ms step_avg:720.86ms
step:30387/40500 train_loss:1.5778 aux_loss:0.0029 train_time:21897623ms step_avg:720.86ms
step:30388/40500 train_loss:1.5433 aux_loss:0.0025 train_time:21898342ms step_avg:720.86ms
step:30389/40500 train_loss:1.5882 aux_loss:0.0025 train_time:21899062ms step_avg:720.86ms
step:30390/40500 train_loss:1.5818 aux_loss:0.0029 train_time:21899783ms step_avg:720.86ms
step:30391/40500 train_loss:1.5631 aux_loss:0.0022 train_time:21900501ms step_avg:720.86ms
step:30392/40500 train_loss:1.5608 aux_loss:0.0025 train_time:21901222ms step_avg:720.86ms
step:30393/40500 train_loss:1.5400 aux_loss:0.0024 train_time:21901942ms step_avg:720.86ms
step:30394/40500 train_loss:1.4872 aux_loss:0.0023 train_time:21902659ms step_avg:720.86ms
step:30395/40500 train_loss:1.5170 aux_loss:0.0024 train_time:21903380ms step_avg:720.86ms
step:30396/40500 train_loss:1.5294 aux_loss:0.0025 train_time:21904101ms step_avg:720.86ms
step:30397/40500 train_loss:1.6181 aux_loss:0.0022 train_time:21904820ms step_avg:720.86ms
step:30398/40500 train_loss:1.5813 aux_loss:0.0024 train_time:21905540ms step_avg:720.86ms
step:30399/40500 train_loss:1.5467 aux_loss:0.0025 train_time:21906261ms step_avg:720.86ms
step:30400/40500 train_loss:1.6192 aux_loss:0.0024 train_time:21906981ms step_avg:720.86ms
step:30401/40500 train_loss:1.5233 aux_loss:0.0024 train_time:21907700ms step_avg:720.86ms
step:30402/40500 train_loss:1.5510 aux_loss:0.0026 train_time:21908418ms step_avg:720.86ms
step:30403/40500 train_loss:1.5334 aux_loss:0.0025 train_time:21909138ms step_avg:720.86ms
step:30404/40500 train_loss:1.5349 aux_loss:0.0025 train_time:21909860ms step_avg:720.86ms
step:30405/40500 train_loss:1.5862 aux_loss:0.0025 train_time:21910578ms step_avg:720.86ms
step:30406/40500 train_loss:1.6052 aux_loss:0.0025 train_time:21911298ms step_avg:720.86ms
step:30407/40500 train_loss:1.5757 aux_loss:0.0031 train_time:21912018ms step_avg:720.86ms
step:30408/40500 train_loss:1.6177 aux_loss:0.0024 train_time:21912739ms step_avg:720.86ms
step:30409/40500 train_loss:1.5866 aux_loss:0.0023 train_time:21913458ms step_avg:720.86ms
step:30410/40500 train_loss:1.4989 aux_loss:0.0024 train_time:21914177ms step_avg:720.86ms
step:30411/40500 train_loss:1.5588 aux_loss:0.0024 train_time:21914899ms step_avg:720.86ms
step:30412/40500 train_loss:1.5593 aux_loss:0.0024 train_time:21915618ms step_avg:720.86ms
step:30413/40500 train_loss:1.5756 aux_loss:0.0026 train_time:21916338ms step_avg:720.86ms
step:30414/40500 train_loss:1.5992 aux_loss:0.0025 train_time:21917058ms step_avg:720.86ms
step:30415/40500 train_loss:1.5291 aux_loss:0.0025 train_time:21917777ms step_avg:720.86ms
step:30416/40500 train_loss:1.5595 aux_loss:0.0023 train_time:21918497ms step_avg:720.86ms
step:30417/40500 train_loss:1.5539 aux_loss:0.0024 train_time:21919215ms step_avg:720.86ms
step:30418/40500 train_loss:1.5901 aux_loss:0.0023 train_time:21919935ms step_avg:720.86ms
step:30419/40500 train_loss:1.5493 aux_loss:0.0023 train_time:21920655ms step_avg:720.86ms
step:30420/40500 train_loss:1.5607 aux_loss:0.0025 train_time:21921376ms step_avg:720.86ms
step:30421/40500 train_loss:1.5335 aux_loss:0.0023 train_time:21922097ms step_avg:720.86ms
step:30422/40500 train_loss:1.5836 aux_loss:0.0025 train_time:21922815ms step_avg:720.86ms
step:30423/40500 train_loss:1.5953 aux_loss:0.0026 train_time:21923535ms step_avg:720.86ms
step:30424/40500 train_loss:1.5799 aux_loss:0.0025 train_time:21924254ms step_avg:720.86ms
step:30425/40500 train_loss:1.5663 aux_loss:0.0024 train_time:21924972ms step_avg:720.86ms
step:30426/40500 train_loss:1.5889 aux_loss:0.0023 train_time:21925692ms step_avg:720.86ms
step:30427/40500 train_loss:1.5326 aux_loss:0.0023 train_time:21926412ms step_avg:720.86ms
step:30428/40500 train_loss:1.5583 aux_loss:0.0023 train_time:21927133ms step_avg:720.86ms
step:30429/40500 train_loss:1.5301 aux_loss:0.0024 train_time:21927852ms step_avg:720.86ms
step:30430/40500 train_loss:1.5623 aux_loss:0.0024 train_time:21928572ms step_avg:720.86ms
step:30431/40500 train_loss:1.6209 aux_loss:0.0038 train_time:21929292ms step_avg:720.86ms
step:30432/40500 train_loss:1.5627 aux_loss:0.0024 train_time:21930013ms step_avg:720.86ms
step:30433/40500 train_loss:1.6167 aux_loss:0.0027 train_time:21930733ms step_avg:720.86ms
step:30434/40500 train_loss:1.5722 aux_loss:0.0024 train_time:21931456ms step_avg:720.86ms
step:30435/40500 train_loss:1.5708 aux_loss:0.0023 train_time:21932178ms step_avg:720.86ms
step:30436/40500 train_loss:1.6007 aux_loss:0.0026 train_time:21932898ms step_avg:720.86ms
step:30437/40500 train_loss:1.5110 aux_loss:0.0025 train_time:21933619ms step_avg:720.86ms
step:30438/40500 train_loss:1.5246 aux_loss:0.0025 train_time:21934340ms step_avg:720.86ms
step:30439/40500 train_loss:1.5499 aux_loss:0.0025 train_time:21935060ms step_avg:720.86ms
step:30440/40500 train_loss:1.5803 aux_loss:0.0025 train_time:21935781ms step_avg:720.86ms
step:30441/40500 train_loss:1.4687 aux_loss:0.0026 train_time:21936505ms step_avg:720.86ms
step:30442/40500 train_loss:1.6323 aux_loss:0.0026 train_time:21937229ms step_avg:720.86ms
step:30443/40500 train_loss:1.5714 aux_loss:0.0025 train_time:21937949ms step_avg:720.86ms
step:30444/40500 train_loss:1.5614 aux_loss:0.0026 train_time:21938669ms step_avg:720.86ms
step:30445/40500 train_loss:1.5813 aux_loss:0.0024 train_time:21939392ms step_avg:720.86ms
step:30446/40500 train_loss:1.6222 aux_loss:0.0023 train_time:21940111ms step_avg:720.86ms
step:30447/40500 train_loss:1.5430 aux_loss:0.0023 train_time:21940831ms step_avg:720.86ms
step:30448/40500 train_loss:1.6152 aux_loss:0.0025 train_time:21941552ms step_avg:720.86ms
step:30449/40500 train_loss:1.5523 aux_loss:0.0030 train_time:21942272ms step_avg:720.86ms
step:30450/40500 train_loss:1.5772 aux_loss:0.0023 train_time:21942992ms step_avg:720.86ms
step:30451/40500 train_loss:1.5437 aux_loss:0.0024 train_time:21943711ms step_avg:720.86ms
step:30452/40500 train_loss:1.5573 aux_loss:0.0024 train_time:21944433ms step_avg:720.86ms
step:30453/40500 train_loss:1.5333 aux_loss:0.0024 train_time:21945153ms step_avg:720.86ms
step:30454/40500 train_loss:1.5596 aux_loss:0.0025 train_time:21945871ms step_avg:720.86ms
step:30455/40500 train_loss:1.5815 aux_loss:0.0024 train_time:21946594ms step_avg:720.86ms
step:30456/40500 train_loss:1.5183 aux_loss:0.0025 train_time:21947314ms step_avg:720.86ms
step:30457/40500 train_loss:1.5816 aux_loss:0.0025 train_time:21948035ms step_avg:720.86ms
step:30458/40500 train_loss:1.5219 aux_loss:0.0024 train_time:21948756ms step_avg:720.86ms
step:30459/40500 train_loss:1.5212 aux_loss:0.0025 train_time:21949477ms step_avg:720.86ms
step:30460/40500 train_loss:1.6229 aux_loss:0.0026 train_time:21950198ms step_avg:720.86ms
step:30461/40500 train_loss:1.5407 aux_loss:0.0024 train_time:21950918ms step_avg:720.86ms
step:30462/40500 train_loss:1.5136 aux_loss:0.0025 train_time:21951641ms step_avg:720.86ms
step:30463/40500 train_loss:1.5233 aux_loss:0.0023 train_time:21952363ms step_avg:720.86ms
step:30464/40500 train_loss:1.5136 aux_loss:0.0023 train_time:21953083ms step_avg:720.86ms
step:30465/40500 train_loss:1.6095 aux_loss:0.0024 train_time:21953804ms step_avg:720.86ms
step:30466/40500 train_loss:1.5251 aux_loss:0.0024 train_time:21954524ms step_avg:720.86ms
step:30467/40500 train_loss:1.5496 aux_loss:0.0023 train_time:21955245ms step_avg:720.86ms
step:30468/40500 train_loss:1.5526 aux_loss:0.0026 train_time:21955965ms step_avg:720.86ms
step:30469/40500 train_loss:1.4831 aux_loss:0.0024 train_time:21956686ms step_avg:720.86ms
step:30470/40500 train_loss:1.5855 aux_loss:0.0025 train_time:21957406ms step_avg:720.86ms
step:30471/40500 train_loss:1.5772 aux_loss:0.0025 train_time:21958126ms step_avg:720.86ms
step:30472/40500 train_loss:1.5142 aux_loss:0.0024 train_time:21958848ms step_avg:720.86ms
step:30473/40500 train_loss:1.5901 aux_loss:0.0031 train_time:21959568ms step_avg:720.86ms
step:30474/40500 train_loss:1.5275 aux_loss:0.0024 train_time:21960288ms step_avg:720.86ms
step:30475/40500 train_loss:1.4693 aux_loss:0.0023 train_time:21961010ms step_avg:720.86ms
step:30476/40500 train_loss:1.6030 aux_loss:0.0024 train_time:21961733ms step_avg:720.86ms
step:30477/40500 train_loss:1.5188 aux_loss:0.0024 train_time:21962456ms step_avg:720.86ms
step:30478/40500 train_loss:1.5640 aux_loss:0.0024 train_time:21963181ms step_avg:720.86ms
step:30479/40500 train_loss:1.5711 aux_loss:0.0023 train_time:21963902ms step_avg:720.86ms
step:30480/40500 train_loss:1.5894 aux_loss:0.0025 train_time:21964622ms step_avg:720.86ms
step:30481/40500 train_loss:1.5571 aux_loss:0.0027 train_time:21965343ms step_avg:720.86ms
step:30482/40500 train_loss:1.5640 aux_loss:0.0026 train_time:21966062ms step_avg:720.86ms
step:30483/40500 train_loss:1.5549 aux_loss:0.0024 train_time:21966782ms step_avg:720.86ms
step:30484/40500 train_loss:1.4868 aux_loss:0.0025 train_time:21967501ms step_avg:720.86ms
step:30485/40500 train_loss:1.5431 aux_loss:0.0025 train_time:21968222ms step_avg:720.86ms
step:30486/40500 train_loss:1.5242 aux_loss:0.0023 train_time:21968942ms step_avg:720.86ms
step:30487/40500 train_loss:1.5547 aux_loss:0.0023 train_time:21969663ms step_avg:720.86ms
step:30488/40500 train_loss:1.5465 aux_loss:0.0029 train_time:21970385ms step_avg:720.86ms
step:30489/40500 train_loss:1.5396 aux_loss:0.0030 train_time:21971103ms step_avg:720.86ms
step:30490/40500 train_loss:1.5371 aux_loss:0.0024 train_time:21971824ms step_avg:720.86ms
step:30491/40500 train_loss:1.5830 aux_loss:0.0024 train_time:21972544ms step_avg:720.86ms
step:30492/40500 train_loss:1.5323 aux_loss:0.0024 train_time:21973266ms step_avg:720.86ms
step:30493/40500 train_loss:1.5102 aux_loss:0.0025 train_time:21973987ms step_avg:720.86ms
step:30494/40500 train_loss:1.5344 aux_loss:0.0025 train_time:21974707ms step_avg:720.86ms
step:30495/40500 train_loss:1.5906 aux_loss:0.0026 train_time:21975429ms step_avg:720.86ms
step:30496/40500 train_loss:1.5130 aux_loss:0.0025 train_time:21976150ms step_avg:720.86ms
step:30497/40500 train_loss:1.5402 aux_loss:0.0023 train_time:21976874ms step_avg:720.86ms
step:30498/40500 train_loss:1.5625 aux_loss:0.0023 train_time:21977595ms step_avg:720.86ms
step:30499/40500 train_loss:1.6164 aux_loss:0.0031 train_time:21978315ms step_avg:720.86ms
step:30500/40500 train_loss:1.5485 aux_loss:0.0023 train_time:21979036ms step_avg:720.86ms
step:30501/40500 train_loss:1.5991 aux_loss:0.0026 train_time:21979758ms step_avg:720.86ms
step:30502/40500 train_loss:1.5517 aux_loss:0.0023 train_time:21980478ms step_avg:720.86ms
step:30503/40500 train_loss:1.5877 aux_loss:0.0023 train_time:21981199ms step_avg:720.86ms
step:30504/40500 train_loss:1.5935 aux_loss:0.0024 train_time:21981918ms step_avg:720.86ms
step:30505/40500 train_loss:1.5957 aux_loss:0.0023 train_time:21982638ms step_avg:720.86ms
step:30506/40500 train_loss:1.5655 aux_loss:0.0025 train_time:21983360ms step_avg:720.86ms
step:30507/40500 train_loss:1.5287 aux_loss:0.0025 train_time:21984080ms step_avg:720.86ms
step:30508/40500 train_loss:1.5439 aux_loss:0.0026 train_time:21984799ms step_avg:720.86ms
step:30509/40500 train_loss:1.6020 aux_loss:0.0025 train_time:21985521ms step_avg:720.86ms
step:30510/40500 train_loss:1.5555 aux_loss:0.0027 train_time:21986240ms step_avg:720.86ms
step:30511/40500 train_loss:1.5332 aux_loss:0.0026 train_time:21986962ms step_avg:720.86ms
step:30512/40500 train_loss:1.6148 aux_loss:0.0026 train_time:21987687ms step_avg:720.86ms
step:30513/40500 train_loss:1.5230 aux_loss:0.0024 train_time:21988407ms step_avg:720.86ms
step:30514/40500 train_loss:1.5758 aux_loss:0.0025 train_time:21989128ms step_avg:720.86ms
step:30515/40500 train_loss:1.5886 aux_loss:0.0024 train_time:21989852ms step_avg:720.86ms
step:30516/40500 train_loss:1.5741 aux_loss:0.0025 train_time:21990575ms step_avg:720.86ms
step:30517/40500 train_loss:1.5475 aux_loss:0.0025 train_time:21991294ms step_avg:720.86ms
step:30518/40500 train_loss:1.5355 aux_loss:0.0024 train_time:21992014ms step_avg:720.86ms
step:30519/40500 train_loss:1.6027 aux_loss:0.0024 train_time:21992735ms step_avg:720.86ms
step:30520/40500 train_loss:1.4985 aux_loss:0.0023 train_time:21993456ms step_avg:720.86ms
step:30521/40500 train_loss:1.5662 aux_loss:0.0023 train_time:21994177ms step_avg:720.86ms
step:30522/40500 train_loss:1.5915 aux_loss:0.0024 train_time:21994898ms step_avg:720.86ms
step:30523/40500 train_loss:1.5631 aux_loss:0.0025 train_time:21995620ms step_avg:720.86ms
step:30524/40500 train_loss:1.5716 aux_loss:0.0023 train_time:21996339ms step_avg:720.86ms
step:30525/40500 train_loss:1.5695 aux_loss:0.0023 train_time:21997058ms step_avg:720.86ms
step:30526/40500 train_loss:1.5488 aux_loss:0.0025 train_time:21997780ms step_avg:720.86ms
step:30527/40500 train_loss:1.5578 aux_loss:0.0023 train_time:21998500ms step_avg:720.86ms
step:30528/40500 train_loss:1.5488 aux_loss:0.0023 train_time:21999222ms step_avg:720.86ms
step:30529/40500 train_loss:1.5843 aux_loss:0.0025 train_time:21999944ms step_avg:720.86ms
step:30530/40500 train_loss:1.5722 aux_loss:0.0023 train_time:22000666ms step_avg:720.86ms
step:30531/40500 train_loss:1.6019 aux_loss:0.0025 train_time:22001387ms step_avg:720.86ms
step:30532/40500 train_loss:1.5378 aux_loss:0.0023 train_time:22002109ms step_avg:720.86ms
step:30533/40500 train_loss:1.6017 aux_loss:0.0025 train_time:22002830ms step_avg:720.86ms
step:30534/40500 train_loss:1.5480 aux_loss:0.0026 train_time:22003551ms step_avg:720.86ms
step:30535/40500 train_loss:1.5604 aux_loss:0.0024 train_time:22004272ms step_avg:720.86ms
step:30536/40500 train_loss:1.6099 aux_loss:0.0024 train_time:22004991ms step_avg:720.86ms
step:30537/40500 train_loss:1.5507 aux_loss:0.0025 train_time:22005711ms step_avg:720.86ms
step:30538/40500 train_loss:1.6240 aux_loss:0.0024 train_time:22006433ms step_avg:720.86ms
step:30539/40500 train_loss:1.5284 aux_loss:0.0023 train_time:22007154ms step_avg:720.86ms
step:30540/40500 train_loss:1.6163 aux_loss:0.0025 train_time:22007873ms step_avg:720.86ms
step:30541/40500 train_loss:1.5500 aux_loss:0.0024 train_time:22008594ms step_avg:720.86ms
step:30542/40500 train_loss:1.5870 aux_loss:0.0025 train_time:22009316ms step_avg:720.86ms
step:30543/40500 train_loss:1.5662 aux_loss:0.0024 train_time:22010037ms step_avg:720.86ms
step:30544/40500 train_loss:1.5755 aux_loss:0.0029 train_time:22010763ms step_avg:720.86ms
step:30545/40500 train_loss:1.5067 aux_loss:0.0025 train_time:22011487ms step_avg:720.86ms
step:30546/40500 train_loss:1.5851 aux_loss:0.0024 train_time:22012209ms step_avg:720.86ms
step:30547/40500 train_loss:1.5174 aux_loss:0.0025 train_time:22012929ms step_avg:720.86ms
step:30548/40500 train_loss:1.4817 aux_loss:0.0023 train_time:22013649ms step_avg:720.86ms
step:30549/40500 train_loss:1.6243 aux_loss:0.0024 train_time:22014369ms step_avg:720.86ms
step:30550/40500 train_loss:1.5213 aux_loss:0.0023 train_time:22015088ms step_avg:720.86ms
step:30551/40500 train_loss:1.5870 aux_loss:0.0025 train_time:22015807ms step_avg:720.86ms
step:30552/40500 train_loss:1.5917 aux_loss:0.0031 train_time:22016528ms step_avg:720.86ms
step:30553/40500 train_loss:1.5872 aux_loss:0.0023 train_time:22017249ms step_avg:720.86ms
step:30554/40500 train_loss:1.5995 aux_loss:0.0024 train_time:22017969ms step_avg:720.86ms
step:30555/40500 train_loss:1.5943 aux_loss:0.0025 train_time:22018688ms step_avg:720.86ms
step:30556/40500 train_loss:1.5664 aux_loss:0.0026 train_time:22019408ms step_avg:720.86ms
step:30557/40500 train_loss:1.5721 aux_loss:0.0024 train_time:22020129ms step_avg:720.86ms
step:30558/40500 train_loss:1.5863 aux_loss:0.0024 train_time:22020847ms step_avg:720.86ms
step:30559/40500 train_loss:1.5041 aux_loss:0.0025 train_time:22021568ms step_avg:720.86ms
step:30560/40500 train_loss:1.5395 aux_loss:0.0026 train_time:22022289ms step_avg:720.86ms
step:30561/40500 train_loss:1.5292 aux_loss:0.0025 train_time:22023010ms step_avg:720.86ms
step:30562/40500 train_loss:1.6029 aux_loss:0.0025 train_time:22023729ms step_avg:720.86ms
step:30563/40500 train_loss:1.4874 aux_loss:0.0023 train_time:22024450ms step_avg:720.86ms
step:30564/40500 train_loss:1.5522 aux_loss:0.0023 train_time:22025169ms step_avg:720.86ms
step:30565/40500 train_loss:1.6131 aux_loss:0.0024 train_time:22025888ms step_avg:720.86ms
step:30566/40500 train_loss:1.6002 aux_loss:0.0025 train_time:22026609ms step_avg:720.86ms
step:30567/40500 train_loss:1.5330 aux_loss:0.0030 train_time:22027329ms step_avg:720.86ms
step:30568/40500 train_loss:1.5346 aux_loss:0.0023 train_time:22028052ms step_avg:720.86ms
step:30569/40500 train_loss:1.6094 aux_loss:0.0022 train_time:22028773ms step_avg:720.86ms
step:30570/40500 train_loss:1.5714 aux_loss:0.0025 train_time:22029494ms step_avg:720.86ms
step:30571/40500 train_loss:1.5618 aux_loss:0.0022 train_time:22030216ms step_avg:720.86ms
step:30572/40500 train_loss:1.5947 aux_loss:0.0025 train_time:22030936ms step_avg:720.86ms
step:30573/40500 train_loss:1.5545 aux_loss:0.0024 train_time:22031658ms step_avg:720.86ms
step:30574/40500 train_loss:1.5073 aux_loss:0.0026 train_time:22032381ms step_avg:720.86ms
step:30575/40500 train_loss:1.5954 aux_loss:0.0026 train_time:22033103ms step_avg:720.86ms
step:30576/40500 train_loss:1.5930 aux_loss:0.0024 train_time:22033823ms step_avg:720.86ms
step:30577/40500 train_loss:1.5394 aux_loss:0.0023 train_time:22034544ms step_avg:720.86ms
step:30578/40500 train_loss:1.5521 aux_loss:0.0023 train_time:22035265ms step_avg:720.86ms
step:30579/40500 train_loss:1.5425 aux_loss:0.0023 train_time:22035985ms step_avg:720.86ms
step:30580/40500 train_loss:1.6252 aux_loss:0.0023 train_time:22036704ms step_avg:720.86ms
step:30581/40500 train_loss:1.6070 aux_loss:0.0024 train_time:22037426ms step_avg:720.86ms
step:30582/40500 train_loss:1.5201 aux_loss:0.0023 train_time:22038146ms step_avg:720.86ms
step:30583/40500 train_loss:1.5815 aux_loss:0.0025 train_time:22038867ms step_avg:720.86ms
step:30584/40500 train_loss:1.5563 aux_loss:0.0023 train_time:22039588ms step_avg:720.86ms
step:30585/40500 train_loss:1.6071 aux_loss:0.0026 train_time:22040311ms step_avg:720.86ms
step:30586/40500 train_loss:1.5643 aux_loss:0.0023 train_time:22041032ms step_avg:720.86ms
step:30587/40500 train_loss:1.5544 aux_loss:0.0024 train_time:22041755ms step_avg:720.86ms
step:30588/40500 train_loss:1.5547 aux_loss:0.0025 train_time:22042479ms step_avg:720.86ms
step:30589/40500 train_loss:1.5902 aux_loss:0.0024 train_time:22043200ms step_avg:720.86ms
step:30590/40500 train_loss:1.5222 aux_loss:0.0024 train_time:22043919ms step_avg:720.86ms
step:30591/40500 train_loss:1.5996 aux_loss:0.0024 train_time:22044641ms step_avg:720.86ms
step:30592/40500 train_loss:1.5500 aux_loss:0.0025 train_time:22045360ms step_avg:720.86ms
step:30593/40500 train_loss:1.5351 aux_loss:0.0026 train_time:22046081ms step_avg:720.86ms
step:30594/40500 train_loss:1.5653 aux_loss:0.0028 train_time:22046803ms step_avg:720.86ms
step:30595/40500 train_loss:1.5923 aux_loss:0.0023 train_time:22047521ms step_avg:720.86ms
step:30596/40500 train_loss:1.5688 aux_loss:0.0023 train_time:22048241ms step_avg:720.86ms
step:30597/40500 train_loss:1.5374 aux_loss:0.0023 train_time:22048962ms step_avg:720.86ms
step:30598/40500 train_loss:1.5672 aux_loss:0.0022 train_time:22049684ms step_avg:720.86ms
step:30599/40500 train_loss:1.4761 aux_loss:0.0023 train_time:22050403ms step_avg:720.86ms
step:30600/40500 train_loss:1.5537 aux_loss:0.0023 train_time:22051125ms step_avg:720.86ms
step:30601/40500 train_loss:1.6126 aux_loss:0.0027 train_time:22051847ms step_avg:720.86ms
step:30602/40500 train_loss:1.5394 aux_loss:0.0026 train_time:22052569ms step_avg:720.86ms
step:30603/40500 train_loss:1.5372 aux_loss:0.0023 train_time:22053295ms step_avg:720.86ms
step:30604/40500 train_loss:1.5813 aux_loss:0.0024 train_time:22054018ms step_avg:720.86ms
step:30605/40500 train_loss:1.5474 aux_loss:0.0026 train_time:22054738ms step_avg:720.86ms
step:30606/40500 train_loss:1.5570 aux_loss:0.0025 train_time:22055458ms step_avg:720.86ms
step:30607/40500 train_loss:1.6044 aux_loss:0.0026 train_time:22056178ms step_avg:720.86ms
step:30608/40500 train_loss:1.5686 aux_loss:0.0023 train_time:22056898ms step_avg:720.86ms
step:30609/40500 train_loss:1.5297 aux_loss:0.0025 train_time:22057617ms step_avg:720.86ms
step:30610/40500 train_loss:1.5228 aux_loss:0.0025 train_time:22058338ms step_avg:720.86ms
step:30611/40500 train_loss:1.4750 aux_loss:0.0028 train_time:22059058ms step_avg:720.86ms
step:30612/40500 train_loss:1.5441 aux_loss:0.0026 train_time:22059777ms step_avg:720.86ms
step:30613/40500 train_loss:1.5284 aux_loss:0.0024 train_time:22060498ms step_avg:720.86ms
step:30614/40500 train_loss:1.5753 aux_loss:0.0026 train_time:22061221ms step_avg:720.86ms
step:30615/40500 train_loss:1.6006 aux_loss:0.0026 train_time:22061941ms step_avg:720.86ms
step:30616/40500 train_loss:1.5317 aux_loss:0.0026 train_time:22062662ms step_avg:720.86ms
step:30617/40500 train_loss:1.5472 aux_loss:0.0027 train_time:22063385ms step_avg:720.86ms
step:30618/40500 train_loss:1.6038 aux_loss:0.0025 train_time:22064104ms step_avg:720.86ms
step:30619/40500 train_loss:1.5141 aux_loss:0.0026 train_time:22064827ms step_avg:720.86ms
step:30620/40500 train_loss:1.4722 aux_loss:0.0023 train_time:22065550ms step_avg:720.86ms
step:30621/40500 train_loss:1.5478 aux_loss:0.0024 train_time:22066271ms step_avg:720.86ms
step:30622/40500 train_loss:1.5676 aux_loss:0.0024 train_time:22066992ms step_avg:720.86ms
step:30623/40500 train_loss:1.5456 aux_loss:0.0024 train_time:22067713ms step_avg:720.86ms
step:30624/40500 train_loss:1.5848 aux_loss:0.0024 train_time:22068433ms step_avg:720.86ms
step:30625/40500 train_loss:1.4800 aux_loss:0.0024 train_time:22069154ms step_avg:720.86ms
step:30626/40500 train_loss:1.5980 aux_loss:0.0028 train_time:22069876ms step_avg:720.86ms
step:30627/40500 train_loss:1.5167 aux_loss:0.0024 train_time:22070597ms step_avg:720.86ms
step:30628/40500 train_loss:1.5280 aux_loss:0.0025 train_time:22071316ms step_avg:720.86ms
step:30629/40500 train_loss:1.6074 aux_loss:0.0026 train_time:22072036ms step_avg:720.86ms
step:30630/40500 train_loss:1.5185 aux_loss:0.0026 train_time:22072755ms step_avg:720.86ms
step:30631/40500 train_loss:1.5354 aux_loss:0.0024 train_time:22073475ms step_avg:720.86ms
step:30632/40500 train_loss:1.5584 aux_loss:0.0023 train_time:22074197ms step_avg:720.86ms
step:30633/40500 train_loss:1.5171 aux_loss:0.0024 train_time:22074919ms step_avg:720.86ms
step:30634/40500 train_loss:1.5450 aux_loss:0.0023 train_time:22075641ms step_avg:720.86ms
step:30635/40500 train_loss:1.5571 aux_loss:0.0025 train_time:22076363ms step_avg:720.86ms
step:30636/40500 train_loss:1.5337 aux_loss:0.0026 train_time:22077085ms step_avg:720.86ms
step:30637/40500 train_loss:1.5133 aux_loss:0.0024 train_time:22077808ms step_avg:720.86ms
step:30638/40500 train_loss:1.5449 aux_loss:0.0026 train_time:22078526ms step_avg:720.86ms
step:30639/40500 train_loss:1.5856 aux_loss:0.0025 train_time:22079250ms step_avg:720.86ms
step:30640/40500 train_loss:1.5323 aux_loss:0.0024 train_time:22079970ms step_avg:720.86ms
step:30641/40500 train_loss:1.5394 aux_loss:0.0024 train_time:22080690ms step_avg:720.86ms
step:30642/40500 train_loss:1.5770 aux_loss:0.0027 train_time:22081410ms step_avg:720.86ms
step:30643/40500 train_loss:1.5758 aux_loss:0.0024 train_time:22082130ms step_avg:720.86ms
step:30644/40500 train_loss:1.5334 aux_loss:0.0024 train_time:22082849ms step_avg:720.86ms
step:30645/40500 train_loss:1.5500 aux_loss:0.0024 train_time:22083569ms step_avg:720.86ms
step:30646/40500 train_loss:1.5705 aux_loss:0.0025 train_time:22084292ms step_avg:720.86ms
step:30647/40500 train_loss:1.5789 aux_loss:0.0027 train_time:22085012ms step_avg:720.86ms
step:30648/40500 train_loss:1.5651 aux_loss:0.0024 train_time:22085733ms step_avg:720.86ms
step:30649/40500 train_loss:1.5021 aux_loss:0.0025 train_time:22086454ms step_avg:720.86ms
step:30650/40500 train_loss:1.5810 aux_loss:0.0024 train_time:22087175ms step_avg:720.86ms
step:30651/40500 train_loss:1.5843 aux_loss:0.0025 train_time:22087897ms step_avg:720.86ms
step:30652/40500 train_loss:1.5173 aux_loss:0.0027 train_time:22088620ms step_avg:720.86ms
step:30653/40500 train_loss:1.5750 aux_loss:0.0024 train_time:22089342ms step_avg:720.86ms
step:30654/40500 train_loss:1.4916 aux_loss:0.0025 train_time:22090063ms step_avg:720.86ms
step:30655/40500 train_loss:1.4966 aux_loss:0.0024 train_time:22090785ms step_avg:720.86ms
step:30656/40500 train_loss:1.5511 aux_loss:0.0023 train_time:22091506ms step_avg:720.86ms
step:30657/40500 train_loss:1.5081 aux_loss:0.0025 train_time:22092226ms step_avg:720.86ms
step:30658/40500 train_loss:1.5383 aux_loss:0.0027 train_time:22092946ms step_avg:720.86ms
step:30659/40500 train_loss:1.5326 aux_loss:0.0024 train_time:22093669ms step_avg:720.86ms
step:30660/40500 train_loss:1.5391 aux_loss:0.0028 train_time:22094390ms step_avg:720.86ms
step:30661/40500 train_loss:1.5581 aux_loss:0.0027 train_time:22095107ms step_avg:720.86ms
step:30662/40500 train_loss:1.5768 aux_loss:0.0024 train_time:22095827ms step_avg:720.86ms
step:30663/40500 train_loss:1.5161 aux_loss:0.0027 train_time:22096546ms step_avg:720.86ms
step:30664/40500 train_loss:1.5819 aux_loss:0.0023 train_time:22097266ms step_avg:720.86ms
step:30665/40500 train_loss:1.5712 aux_loss:0.0024 train_time:22097986ms step_avg:720.86ms
step:30666/40500 train_loss:1.5815 aux_loss:0.0025 train_time:22098709ms step_avg:720.86ms
step:30667/40500 train_loss:1.4738 aux_loss:0.0022 train_time:22099430ms step_avg:720.86ms
step:30668/40500 train_loss:1.5784 aux_loss:0.0023 train_time:22100149ms step_avg:720.86ms
step:30669/40500 train_loss:1.5798 aux_loss:0.0022 train_time:22100870ms step_avg:720.86ms
step:30670/40500 train_loss:1.5280 aux_loss:0.0025 train_time:22101590ms step_avg:720.86ms
step:30671/40500 train_loss:1.5815 aux_loss:0.0030 train_time:22102310ms step_avg:720.86ms
step:30672/40500 train_loss:1.5683 aux_loss:0.0023 train_time:22103030ms step_avg:720.86ms
step:30673/40500 train_loss:1.5293 aux_loss:0.0023 train_time:22103752ms step_avg:720.86ms
step:30674/40500 train_loss:1.5640 aux_loss:0.0024 train_time:22104475ms step_avg:720.86ms
step:30675/40500 train_loss:1.4999 aux_loss:0.0025 train_time:22105196ms step_avg:720.86ms
step:30676/40500 train_loss:1.5538 aux_loss:0.0026 train_time:22105918ms step_avg:720.86ms
step:30677/40500 train_loss:1.6078 aux_loss:0.0024 train_time:22106638ms step_avg:720.86ms
step:30678/40500 train_loss:1.5700 aux_loss:0.0025 train_time:22107360ms step_avg:720.86ms
step:30679/40500 train_loss:1.4946 aux_loss:0.0023 train_time:22108083ms step_avg:720.86ms
step:30680/40500 train_loss:1.5955 aux_loss:0.0026 train_time:22108804ms step_avg:720.86ms
step:30681/40500 train_loss:1.6027 aux_loss:0.0025 train_time:22109526ms step_avg:720.86ms
step:30682/40500 train_loss:1.6206 aux_loss:0.0024 train_time:22110249ms step_avg:720.86ms
step:30683/40500 train_loss:1.6101 aux_loss:0.0024 train_time:22110968ms step_avg:720.86ms
step:30684/40500 train_loss:1.5834 aux_loss:0.0023 train_time:22111691ms step_avg:720.86ms
step:30685/40500 train_loss:1.5708 aux_loss:0.0024 train_time:22112414ms step_avg:720.86ms
step:30686/40500 train_loss:1.5046 aux_loss:0.0024 train_time:22113135ms step_avg:720.86ms
step:30687/40500 train_loss:1.5678 aux_loss:0.0023 train_time:22113858ms step_avg:720.86ms
step:30688/40500 train_loss:1.5596 aux_loss:0.0024 train_time:22114579ms step_avg:720.86ms
step:30689/40500 train_loss:1.5730 aux_loss:0.0023 train_time:22115300ms step_avg:720.86ms
step:30690/40500 train_loss:1.5731 aux_loss:0.0024 train_time:22116020ms step_avg:720.86ms
step:30691/40500 train_loss:1.5653 aux_loss:0.0025 train_time:22116741ms step_avg:720.86ms
step:30692/40500 train_loss:1.5263 aux_loss:0.0023 train_time:22117463ms step_avg:720.86ms
step:30693/40500 train_loss:1.5724 aux_loss:0.0023 train_time:22118184ms step_avg:720.86ms
step:30694/40500 train_loss:1.5467 aux_loss:0.0025 train_time:22118904ms step_avg:720.86ms
step:30695/40500 train_loss:1.5901 aux_loss:0.0027 train_time:22119624ms step_avg:720.86ms
step:30696/40500 train_loss:1.6447 aux_loss:0.0024 train_time:22120345ms step_avg:720.86ms
step:30697/40500 train_loss:1.5540 aux_loss:0.0024 train_time:22121065ms step_avg:720.86ms
step:30698/40500 train_loss:1.5853 aux_loss:0.0025 train_time:22121787ms step_avg:720.86ms
step:30699/40500 train_loss:1.5501 aux_loss:0.0025 train_time:22122510ms step_avg:720.86ms
step:30700/40500 train_loss:1.5956 aux_loss:0.0026 train_time:22123235ms step_avg:720.86ms
step:30701/40500 train_loss:1.5153 aux_loss:0.0024 train_time:22123956ms step_avg:720.86ms
step:30702/40500 train_loss:1.5457 aux_loss:0.0023 train_time:22124675ms step_avg:720.86ms
step:30703/40500 train_loss:1.5969 aux_loss:0.0025 train_time:22125396ms step_avg:720.86ms
step:30704/40500 train_loss:1.5654 aux_loss:0.0023 train_time:22126117ms step_avg:720.86ms
step:30705/40500 train_loss:1.6069 aux_loss:0.0024 train_time:22126837ms step_avg:720.86ms
step:30706/40500 train_loss:1.5164 aux_loss:0.0025 train_time:22127556ms step_avg:720.86ms
step:30707/40500 train_loss:1.5612 aux_loss:0.0025 train_time:22128276ms step_avg:720.86ms
step:30708/40500 train_loss:1.4678 aux_loss:0.0024 train_time:22128995ms step_avg:720.86ms
step:30709/40500 train_loss:1.6259 aux_loss:0.0026 train_time:22129717ms step_avg:720.86ms
step:30710/40500 train_loss:1.5735 aux_loss:0.0023 train_time:22130437ms step_avg:720.86ms
step:30711/40500 train_loss:1.5947 aux_loss:0.0024 train_time:22131156ms step_avg:720.86ms
step:30712/40500 train_loss:1.5708 aux_loss:0.0024 train_time:22131879ms step_avg:720.86ms
step:30713/40500 train_loss:1.5279 aux_loss:0.0028 train_time:22132601ms step_avg:720.86ms
step:30714/40500 train_loss:1.5530 aux_loss:0.0024 train_time:22133319ms step_avg:720.86ms
step:30715/40500 train_loss:1.5593 aux_loss:0.0023 train_time:22134039ms step_avg:720.86ms
step:30716/40500 train_loss:1.5965 aux_loss:0.0025 train_time:22134763ms step_avg:720.86ms
step:30717/40500 train_loss:1.5925 aux_loss:0.0025 train_time:22135483ms step_avg:720.86ms
step:30718/40500 train_loss:1.5634 aux_loss:0.0023 train_time:22136207ms step_avg:720.86ms
step:30719/40500 train_loss:1.5310 aux_loss:0.0025 train_time:22136931ms step_avg:720.86ms
step:30720/40500 train_loss:1.5814 aux_loss:0.0023 train_time:22137655ms step_avg:720.86ms
step:30721/40500 train_loss:1.5096 aux_loss:0.0031 train_time:22138374ms step_avg:720.86ms
step:30722/40500 train_loss:1.5703 aux_loss:0.0025 train_time:22139093ms step_avg:720.86ms
step:30723/40500 train_loss:1.6213 aux_loss:0.0023 train_time:22139814ms step_avg:720.86ms
step:30724/40500 train_loss:1.6381 aux_loss:0.0025 train_time:22140534ms step_avg:720.86ms
step:30725/40500 train_loss:1.4644 aux_loss:0.0024 train_time:22141255ms step_avg:720.86ms
step:30726/40500 train_loss:1.5636 aux_loss:0.0023 train_time:22141976ms step_avg:720.86ms
step:30727/40500 train_loss:1.5437 aux_loss:0.0023 train_time:22142697ms step_avg:720.86ms
step:30728/40500 train_loss:1.6166 aux_loss:0.0024 train_time:22143419ms step_avg:720.86ms
step:30729/40500 train_loss:1.5783 aux_loss:0.0027 train_time:22144139ms step_avg:720.86ms
step:30730/40500 train_loss:1.5881 aux_loss:0.0024 train_time:22144863ms step_avg:720.86ms
step:30731/40500 train_loss:1.5304 aux_loss:0.0024 train_time:22145585ms step_avg:720.86ms
step:30732/40500 train_loss:1.5942 aux_loss:0.0023 train_time:22146304ms step_avg:720.86ms
step:30733/40500 train_loss:1.5953 aux_loss:0.0025 train_time:22147026ms step_avg:720.86ms
step:30734/40500 train_loss:1.5304 aux_loss:0.0023 train_time:22147748ms step_avg:720.86ms
step:30735/40500 train_loss:1.5343 aux_loss:0.0022 train_time:22148469ms step_avg:720.86ms
step:30736/40500 train_loss:1.5732 aux_loss:0.0026 train_time:22149189ms step_avg:720.86ms
step:30737/40500 train_loss:1.6137 aux_loss:0.0023 train_time:22149910ms step_avg:720.86ms
step:30738/40500 train_loss:1.6053 aux_loss:0.0024 train_time:22150630ms step_avg:720.86ms
step:30739/40500 train_loss:1.5930 aux_loss:0.0022 train_time:22151351ms step_avg:720.86ms
step:30740/40500 train_loss:1.6083 aux_loss:0.0023 train_time:22152071ms step_avg:720.86ms
step:30741/40500 train_loss:1.5790 aux_loss:0.0025 train_time:22152791ms step_avg:720.86ms
step:30742/40500 train_loss:1.5830 aux_loss:0.0024 train_time:22153509ms step_avg:720.86ms
step:30743/40500 train_loss:1.5505 aux_loss:0.0021 train_time:22154228ms step_avg:720.86ms
step:30744/40500 train_loss:1.5831 aux_loss:0.0023 train_time:22154948ms step_avg:720.86ms
step:30745/40500 train_loss:1.5328 aux_loss:0.0025 train_time:22155668ms step_avg:720.86ms
step:30746/40500 train_loss:1.5477 aux_loss:0.0028 train_time:22156387ms step_avg:720.86ms
step:30747/40500 train_loss:1.5345 aux_loss:0.0023 train_time:22157109ms step_avg:720.86ms
step:30748/40500 train_loss:1.5794 aux_loss:0.0023 train_time:22157827ms step_avg:720.86ms
step:30749/40500 train_loss:1.5161 aux_loss:0.0023 train_time:22158549ms step_avg:720.86ms
step:30750/40500 train_loss:1.5820 aux_loss:0.0024 train_time:22159268ms step_avg:720.86ms
step:30751/40500 train_loss:1.5448 aux_loss:0.0027 train_time:22159988ms step_avg:720.86ms
step:30752/40500 train_loss:1.5768 aux_loss:0.0023 train_time:22160710ms step_avg:720.86ms
step:30753/40500 train_loss:1.5240 aux_loss:0.0022 train_time:22161430ms step_avg:720.86ms
step:30754/40500 train_loss:1.5541 aux_loss:0.0022 train_time:22162151ms step_avg:720.86ms
step:30755/40500 train_loss:1.5719 aux_loss:0.0088 train_time:22162872ms step_avg:720.86ms
step:30756/40500 train_loss:1.5715 aux_loss:0.0023 train_time:22163593ms step_avg:720.86ms
step:30757/40500 train_loss:1.6089 aux_loss:0.0024 train_time:22164315ms step_avg:720.86ms
step:30758/40500 train_loss:1.6047 aux_loss:0.0023 train_time:22165038ms step_avg:720.86ms
step:30759/40500 train_loss:1.5372 aux_loss:0.0024 train_time:22165761ms step_avg:720.86ms
step:30760/40500 train_loss:1.5429 aux_loss:0.0025 train_time:22166483ms step_avg:720.86ms
step:30761/40500 train_loss:1.5438 aux_loss:0.0023 train_time:22167205ms step_avg:720.86ms
step:30762/40500 train_loss:1.5940 aux_loss:0.0023 train_time:22167925ms step_avg:720.86ms
step:30763/40500 train_loss:1.5764 aux_loss:0.0025 train_time:22168646ms step_avg:720.86ms
step:30764/40500 train_loss:1.4990 aux_loss:0.0025 train_time:22169366ms step_avg:720.86ms
step:30765/40500 train_loss:1.5664 aux_loss:0.0024 train_time:22170088ms step_avg:720.86ms
step:30766/40500 train_loss:1.5159 aux_loss:0.0024 train_time:22170808ms step_avg:720.86ms
step:30767/40500 train_loss:1.5934 aux_loss:0.0024 train_time:22171526ms step_avg:720.86ms
step:30768/40500 train_loss:1.5713 aux_loss:0.0030 train_time:22172245ms step_avg:720.86ms
step:30769/40500 train_loss:1.5555 aux_loss:0.0026 train_time:22172963ms step_avg:720.86ms
step:30770/40500 train_loss:1.6105 aux_loss:0.0034 train_time:22173683ms step_avg:720.86ms
step:30771/40500 train_loss:1.5571 aux_loss:0.0023 train_time:22174404ms step_avg:720.86ms
step:30772/40500 train_loss:1.5305 aux_loss:0.0022 train_time:22175127ms step_avg:720.86ms
step:30773/40500 train_loss:1.5716 aux_loss:0.0025 train_time:22175850ms step_avg:720.86ms
step:30774/40500 train_loss:1.5832 aux_loss:0.0029 train_time:22176570ms step_avg:720.86ms
step:30775/40500 train_loss:1.6068 aux_loss:0.0025 train_time:22177291ms step_avg:720.86ms
step:30776/40500 train_loss:1.5437 aux_loss:0.0025 train_time:22178012ms step_avg:720.86ms
step:30777/40500 train_loss:1.5341 aux_loss:0.0025 train_time:22178734ms step_avg:720.86ms
step:30778/40500 train_loss:1.5848 aux_loss:0.0023 train_time:22179456ms step_avg:720.86ms
step:30779/40500 train_loss:1.5357 aux_loss:0.0024 train_time:22180177ms step_avg:720.86ms
step:30780/40500 train_loss:1.5161 aux_loss:0.0030 train_time:22180899ms step_avg:720.86ms
step:30781/40500 train_loss:1.5885 aux_loss:0.0025 train_time:22181619ms step_avg:720.86ms
step:30782/40500 train_loss:1.5803 aux_loss:0.0024 train_time:22182339ms step_avg:720.86ms
step:30783/40500 train_loss:1.5613 aux_loss:0.0024 train_time:22183060ms step_avg:720.86ms
step:30784/40500 train_loss:1.6226 aux_loss:0.0023 train_time:22183780ms step_avg:720.86ms
step:30785/40500 train_loss:1.5944 aux_loss:0.0024 train_time:22184500ms step_avg:720.86ms
step:30786/40500 train_loss:1.5866 aux_loss:0.0026 train_time:22185220ms step_avg:720.86ms
step:30787/40500 train_loss:1.5214 aux_loss:0.0024 train_time:22185942ms step_avg:720.86ms
step:30788/40500 train_loss:1.5852 aux_loss:0.0025 train_time:22186663ms step_avg:720.86ms
step:30789/40500 train_loss:1.6118 aux_loss:0.0023 train_time:22187385ms step_avg:720.86ms
step:30790/40500 train_loss:1.5515 aux_loss:0.0024 train_time:22188106ms step_avg:720.86ms
step:30791/40500 train_loss:1.5555 aux_loss:0.0024 train_time:22188826ms step_avg:720.86ms
step:30792/40500 train_loss:1.5878 aux_loss:0.0026 train_time:22189548ms step_avg:720.86ms
step:30793/40500 train_loss:1.5700 aux_loss:0.0023 train_time:22190272ms step_avg:720.86ms
step:30794/40500 train_loss:1.5333 aux_loss:0.0024 train_time:22190993ms step_avg:720.86ms
step:30795/40500 train_loss:1.5594 aux_loss:0.0026 train_time:22191715ms step_avg:720.86ms
step:30796/40500 train_loss:1.5604 aux_loss:0.0023 train_time:22192436ms step_avg:720.86ms
step:30797/40500 train_loss:1.5811 aux_loss:0.0028 train_time:22193157ms step_avg:720.86ms
step:30798/40500 train_loss:1.5521 aux_loss:0.0024 train_time:22193877ms step_avg:720.86ms
step:30799/40500 train_loss:1.5902 aux_loss:0.0030 train_time:22194598ms step_avg:720.86ms
step:30800/40500 train_loss:1.5631 aux_loss:0.0026 train_time:22195318ms step_avg:720.86ms
step:30801/40500 train_loss:1.5746 aux_loss:0.0024 train_time:22196037ms step_avg:720.86ms
step:30802/40500 train_loss:1.5836 aux_loss:0.0026 train_time:22196756ms step_avg:720.86ms
step:30803/40500 train_loss:1.6205 aux_loss:0.0025 train_time:22197477ms step_avg:720.86ms
step:30804/40500 train_loss:1.5674 aux_loss:0.0025 train_time:22198194ms step_avg:720.86ms
step:30805/40500 train_loss:1.5243 aux_loss:0.0025 train_time:22198916ms step_avg:720.86ms
step:30806/40500 train_loss:1.6001 aux_loss:0.0025 train_time:22199638ms step_avg:720.86ms
step:30807/40500 train_loss:1.5752 aux_loss:0.0024 train_time:22200358ms step_avg:720.86ms
step:30808/40500 train_loss:1.5652 aux_loss:0.0027 train_time:22201076ms step_avg:720.86ms
step:30809/40500 train_loss:1.5457 aux_loss:0.0031 train_time:22201796ms step_avg:720.86ms
step:30810/40500 train_loss:1.5402 aux_loss:0.0026 train_time:22202516ms step_avg:720.86ms
step:30811/40500 train_loss:1.5386 aux_loss:0.0023 train_time:22203236ms step_avg:720.86ms
step:30812/40500 train_loss:1.5725 aux_loss:0.0023 train_time:22203958ms step_avg:720.86ms
step:30813/40500 train_loss:1.5475 aux_loss:0.0024 train_time:22204679ms step_avg:720.86ms
step:30814/40500 train_loss:1.5178 aux_loss:0.0024 train_time:22205398ms step_avg:720.86ms
step:30815/40500 train_loss:1.5073 aux_loss:0.0024 train_time:22206119ms step_avg:720.86ms
step:30816/40500 train_loss:1.5263 aux_loss:0.0026 train_time:22206839ms step_avg:720.86ms
step:30817/40500 train_loss:1.6307 aux_loss:0.0025 train_time:22207560ms step_avg:720.86ms
step:30818/40500 train_loss:1.5898 aux_loss:0.0025 train_time:22208280ms step_avg:720.86ms
step:30819/40500 train_loss:1.5598 aux_loss:0.0025 train_time:22208998ms step_avg:720.86ms
step:30820/40500 train_loss:1.5657 aux_loss:0.0023 train_time:22209718ms step_avg:720.86ms
step:30821/40500 train_loss:1.5370 aux_loss:0.0023 train_time:22210438ms step_avg:720.86ms
step:30822/40500 train_loss:1.5617 aux_loss:0.0024 train_time:22211158ms step_avg:720.86ms
step:30823/40500 train_loss:1.5363 aux_loss:0.0024 train_time:22211879ms step_avg:720.86ms
step:30824/40500 train_loss:1.5745 aux_loss:0.0024 train_time:22212599ms step_avg:720.86ms
step:30825/40500 train_loss:1.5288 aux_loss:0.0024 train_time:22213319ms step_avg:720.86ms
step:30826/40500 train_loss:1.5058 aux_loss:0.0024 train_time:22214037ms step_avg:720.86ms
step:30827/40500 train_loss:1.6097 aux_loss:0.0025 train_time:22214760ms step_avg:720.86ms
step:30828/40500 train_loss:1.5606 aux_loss:0.0022 train_time:22215481ms step_avg:720.86ms
step:30829/40500 train_loss:1.5966 aux_loss:0.0040 train_time:22216206ms step_avg:720.86ms
step:30830/40500 train_loss:1.5399 aux_loss:0.0023 train_time:22216930ms step_avg:720.86ms
step:30831/40500 train_loss:1.5692 aux_loss:0.0025 train_time:22217650ms step_avg:720.86ms
step:30832/40500 train_loss:1.5712 aux_loss:0.0025 train_time:22218370ms step_avg:720.86ms
step:30833/40500 train_loss:1.5775 aux_loss:0.0024 train_time:22219091ms step_avg:720.86ms
step:30834/40500 train_loss:1.5663 aux_loss:0.0022 train_time:22219811ms step_avg:720.86ms
step:30835/40500 train_loss:1.5617 aux_loss:0.0023 train_time:22220530ms step_avg:720.86ms
step:30836/40500 train_loss:1.5297 aux_loss:0.0025 train_time:22221249ms step_avg:720.86ms
step:30837/40500 train_loss:1.5557 aux_loss:0.0024 train_time:22221970ms step_avg:720.86ms
step:30838/40500 train_loss:1.5137 aux_loss:0.0024 train_time:22222690ms step_avg:720.86ms
step:30839/40500 train_loss:1.5181 aux_loss:0.0025 train_time:22223410ms step_avg:720.86ms
step:30840/40500 train_loss:1.5082 aux_loss:0.0026 train_time:22224131ms step_avg:720.86ms
step:30841/40500 train_loss:1.5053 aux_loss:0.0026 train_time:22224851ms step_avg:720.86ms
step:30842/40500 train_loss:1.6950 aux_loss:0.0024 train_time:22225570ms step_avg:720.86ms
step:30843/40500 train_loss:1.5665 aux_loss:0.0026 train_time:22226290ms step_avg:720.86ms
step:30844/40500 train_loss:1.5970 aux_loss:0.0027 train_time:22227011ms step_avg:720.86ms
step:30845/40500 train_loss:1.5722 aux_loss:0.0024 train_time:22227731ms step_avg:720.86ms
step:30846/40500 train_loss:1.5438 aux_loss:0.0026 train_time:22228451ms step_avg:720.86ms
step:30847/40500 train_loss:1.5596 aux_loss:0.0024 train_time:22229173ms step_avg:720.86ms
step:30848/40500 train_loss:1.5564 aux_loss:0.0026 train_time:22229894ms step_avg:720.86ms
step:30849/40500 train_loss:1.5748 aux_loss:0.0023 train_time:22230616ms step_avg:720.86ms
step:30850/40500 train_loss:1.5109 aux_loss:0.0022 train_time:22231338ms step_avg:720.86ms
step:30851/40500 train_loss:1.6096 aux_loss:0.0026 train_time:22232060ms step_avg:720.86ms
step:30852/40500 train_loss:1.5192 aux_loss:0.0023 train_time:22232781ms step_avg:720.86ms
step:30853/40500 train_loss:1.5383 aux_loss:0.0022 train_time:22233502ms step_avg:720.86ms
step:30854/40500 train_loss:1.5498 aux_loss:0.0025 train_time:22234223ms step_avg:720.86ms
step:30855/40500 train_loss:1.6010 aux_loss:0.0024 train_time:22234944ms step_avg:720.86ms
step:30856/40500 train_loss:1.5505 aux_loss:0.0023 train_time:22235664ms step_avg:720.86ms
step:30857/40500 train_loss:1.5854 aux_loss:0.0025 train_time:22236387ms step_avg:720.86ms
step:30858/40500 train_loss:1.5098 aux_loss:0.0025 train_time:22237105ms step_avg:720.86ms
step:30859/40500 train_loss:1.5164 aux_loss:0.0024 train_time:22237825ms step_avg:720.86ms
step:30860/40500 train_loss:1.5472 aux_loss:0.0027 train_time:22238544ms step_avg:720.86ms
step:30861/40500 train_loss:1.5630 aux_loss:0.0025 train_time:22239264ms step_avg:720.86ms
step:30862/40500 train_loss:1.6045 aux_loss:0.0024 train_time:22239985ms step_avg:720.86ms
step:30863/40500 train_loss:1.5576 aux_loss:0.0024 train_time:22240704ms step_avg:720.86ms
step:30864/40500 train_loss:1.5294 aux_loss:0.0025 train_time:22241423ms step_avg:720.86ms
step:30865/40500 train_loss:1.5666 aux_loss:0.0025 train_time:22242143ms step_avg:720.86ms
step:30866/40500 train_loss:1.5406 aux_loss:0.0025 train_time:22242864ms step_avg:720.86ms
step:30867/40500 train_loss:1.5638 aux_loss:0.0024 train_time:22243583ms step_avg:720.86ms
step:30868/40500 train_loss:1.5754 aux_loss:0.0024 train_time:22244304ms step_avg:720.86ms
step:30869/40500 train_loss:1.5796 aux_loss:0.0028 train_time:22245025ms step_avg:720.86ms
step:30870/40500 train_loss:1.5775 aux_loss:0.0026 train_time:22245747ms step_avg:720.86ms
step:30871/40500 train_loss:1.5332 aux_loss:0.0024 train_time:22246467ms step_avg:720.86ms
step:30872/40500 train_loss:1.5467 aux_loss:0.0024 train_time:22247186ms step_avg:720.86ms
step:30873/40500 train_loss:1.5081 aux_loss:0.0024 train_time:22247906ms step_avg:720.86ms
step:30874/40500 train_loss:1.5307 aux_loss:0.0026 train_time:22248626ms step_avg:720.86ms
step:30875/40500 train_loss:1.5192 aux_loss:0.0023 train_time:22249346ms step_avg:720.86ms
step:30876/40500 train_loss:1.5530 aux_loss:0.0025 train_time:22250064ms step_avg:720.86ms
step:30877/40500 train_loss:1.5566 aux_loss:0.0023 train_time:22250781ms step_avg:720.86ms
step:30878/40500 train_loss:1.5764 aux_loss:0.0024 train_time:22251502ms step_avg:720.86ms
step:30879/40500 train_loss:1.5636 aux_loss:0.0022 train_time:22252222ms step_avg:720.86ms
step:30880/40500 train_loss:1.5150 aux_loss:0.0022 train_time:22252942ms step_avg:720.86ms
step:30881/40500 train_loss:1.6117 aux_loss:0.0024 train_time:22253662ms step_avg:720.86ms
step:30882/40500 train_loss:1.5591 aux_loss:0.0024 train_time:22254381ms step_avg:720.86ms
step:30883/40500 train_loss:1.5546 aux_loss:0.0025 train_time:22255101ms step_avg:720.86ms
step:30884/40500 train_loss:1.6100 aux_loss:0.0025 train_time:22255821ms step_avg:720.86ms
step:30885/40500 train_loss:1.5287 aux_loss:0.0025 train_time:22256541ms step_avg:720.86ms
step:30886/40500 train_loss:1.5540 aux_loss:0.0023 train_time:22257261ms step_avg:720.86ms
step:30887/40500 train_loss:1.5119 aux_loss:0.0023 train_time:22257983ms step_avg:720.86ms
step:30888/40500 train_loss:1.5951 aux_loss:0.0025 train_time:22258702ms step_avg:720.86ms
step:30889/40500 train_loss:1.5214 aux_loss:0.0032 train_time:22259420ms step_avg:720.86ms
step:30890/40500 train_loss:1.6471 aux_loss:0.0024 train_time:22260140ms step_avg:720.86ms
step:30891/40500 train_loss:1.6238 aux_loss:0.0026 train_time:22260859ms step_avg:720.86ms
step:30892/40500 train_loss:1.5221 aux_loss:0.0025 train_time:22261578ms step_avg:720.86ms
step:30893/40500 train_loss:1.5225 aux_loss:0.0025 train_time:22262298ms step_avg:720.86ms
step:30894/40500 train_loss:1.5308 aux_loss:0.0025 train_time:22263018ms step_avg:720.86ms
step:30895/40500 train_loss:1.5169 aux_loss:0.0025 train_time:22263739ms step_avg:720.86ms
step:30896/40500 train_loss:1.5362 aux_loss:0.0024 train_time:22264459ms step_avg:720.86ms
step:30897/40500 train_loss:1.5642 aux_loss:0.0024 train_time:22265178ms step_avg:720.86ms
step:30898/40500 train_loss:1.5399 aux_loss:0.0023 train_time:22265899ms step_avg:720.86ms
step:30899/40500 train_loss:1.5697 aux_loss:0.0023 train_time:22266619ms step_avg:720.86ms
step:30900/40500 train_loss:1.5262 aux_loss:0.0024 train_time:22267338ms step_avg:720.86ms
step:30901/40500 train_loss:1.5626 aux_loss:0.0025 train_time:22268059ms step_avg:720.86ms
step:30902/40500 train_loss:1.5523 aux_loss:0.0025 train_time:22268780ms step_avg:720.86ms
step:30903/40500 train_loss:1.6202 aux_loss:0.0026 train_time:22269500ms step_avg:720.86ms
step:30904/40500 train_loss:1.5105 aux_loss:0.0025 train_time:22270221ms step_avg:720.86ms
step:30905/40500 train_loss:1.6155 aux_loss:0.0024 train_time:22270941ms step_avg:720.86ms
step:30906/40500 train_loss:1.6330 aux_loss:0.0023 train_time:22271662ms step_avg:720.86ms
step:30907/40500 train_loss:1.5062 aux_loss:0.0023 train_time:22272383ms step_avg:720.86ms
step:30908/40500 train_loss:1.5872 aux_loss:0.0023 train_time:22273104ms step_avg:720.86ms
step:30909/40500 train_loss:1.5731 aux_loss:0.0023 train_time:22273825ms step_avg:720.86ms
step:30910/40500 train_loss:1.6036 aux_loss:0.0031 train_time:22274545ms step_avg:720.86ms
step:30911/40500 train_loss:1.5472 aux_loss:0.0024 train_time:22275267ms step_avg:720.86ms
step:30912/40500 train_loss:1.5767 aux_loss:0.0025 train_time:22275986ms step_avg:720.86ms
step:30913/40500 train_loss:1.5559 aux_loss:0.0028 train_time:22276705ms step_avg:720.86ms
step:30914/40500 train_loss:1.5794 aux_loss:0.0023 train_time:22277427ms step_avg:720.86ms
step:30915/40500 train_loss:1.5440 aux_loss:0.0023 train_time:22278148ms step_avg:720.86ms
step:30916/40500 train_loss:1.5514 aux_loss:0.0023 train_time:22278869ms step_avg:720.86ms
step:30917/40500 train_loss:1.5652 aux_loss:0.0024 train_time:22279590ms step_avg:720.86ms
step:30918/40500 train_loss:1.5194 aux_loss:0.0023 train_time:22280311ms step_avg:720.86ms
step:30919/40500 train_loss:1.5872 aux_loss:0.0023 train_time:22281032ms step_avg:720.86ms
step:30920/40500 train_loss:1.5460 aux_loss:0.0024 train_time:22281752ms step_avg:720.86ms
step:30921/40500 train_loss:1.5686 aux_loss:0.0027 train_time:22282473ms step_avg:720.86ms
step:30922/40500 train_loss:1.5315 aux_loss:0.0024 train_time:22283193ms step_avg:720.86ms
step:30923/40500 train_loss:1.4645 aux_loss:0.0022 train_time:22283913ms step_avg:720.86ms
step:30924/40500 train_loss:1.5769 aux_loss:0.0025 train_time:22284632ms step_avg:720.86ms
step:30925/40500 train_loss:1.5858 aux_loss:0.0023 train_time:22285351ms step_avg:720.86ms
step:30926/40500 train_loss:1.5510 aux_loss:0.0024 train_time:22286068ms step_avg:720.86ms
step:30927/40500 train_loss:1.5386 aux_loss:0.0023 train_time:22286790ms step_avg:720.86ms
step:30928/40500 train_loss:1.5701 aux_loss:0.0024 train_time:22287511ms step_avg:720.86ms
step:30929/40500 train_loss:1.5404 aux_loss:0.0023 train_time:22288232ms step_avg:720.86ms
step:30930/40500 train_loss:1.5058 aux_loss:0.0024 train_time:22288951ms step_avg:720.86ms
step:30931/40500 train_loss:1.5499 aux_loss:0.0025 train_time:22289672ms step_avg:720.86ms
step:30932/40500 train_loss:1.5728 aux_loss:0.0026 train_time:22290392ms step_avg:720.86ms
step:30933/40500 train_loss:1.5866 aux_loss:0.0024 train_time:22291113ms step_avg:720.86ms
step:30934/40500 train_loss:1.4651 aux_loss:0.0023 train_time:22291834ms step_avg:720.86ms
step:30935/40500 train_loss:1.5283 aux_loss:0.0024 train_time:22292555ms step_avg:720.86ms
step:30936/40500 train_loss:1.5318 aux_loss:0.0024 train_time:22293276ms step_avg:720.86ms
step:30937/40500 train_loss:1.5716 aux_loss:0.0026 train_time:22293997ms step_avg:720.86ms
step:30938/40500 train_loss:1.5977 aux_loss:0.0026 train_time:22294718ms step_avg:720.86ms
step:30939/40500 train_loss:1.5450 aux_loss:0.0023 train_time:22295437ms step_avg:720.86ms
step:30940/40500 train_loss:1.5593 aux_loss:0.0026 train_time:22296157ms step_avg:720.86ms
step:30941/40500 train_loss:1.6121 aux_loss:0.0024 train_time:22296878ms step_avg:720.86ms
step:30942/40500 train_loss:1.6049 aux_loss:0.0024 train_time:22297597ms step_avg:720.86ms
step:30943/40500 train_loss:1.5278 aux_loss:0.0022 train_time:22298318ms step_avg:720.86ms
step:30944/40500 train_loss:1.5357 aux_loss:0.0023 train_time:22299038ms step_avg:720.86ms
step:30945/40500 train_loss:1.5426 aux_loss:0.0023 train_time:22299760ms step_avg:720.86ms
step:30946/40500 train_loss:1.5296 aux_loss:0.0024 train_time:22300480ms step_avg:720.86ms
step:30947/40500 train_loss:1.5707 aux_loss:0.0028 train_time:22301198ms step_avg:720.86ms
step:30948/40500 train_loss:1.5579 aux_loss:0.0029 train_time:22301920ms step_avg:720.86ms
step:30949/40500 train_loss:1.5295 aux_loss:0.0024 train_time:22302644ms step_avg:720.86ms
step:30950/40500 train_loss:1.5962 aux_loss:0.0023 train_time:22303364ms step_avg:720.86ms
step:30951/40500 train_loss:1.5384 aux_loss:0.0025 train_time:22304084ms step_avg:720.86ms
step:30952/40500 train_loss:1.5835 aux_loss:0.0025 train_time:22304803ms step_avg:720.86ms
step:30953/40500 train_loss:1.5135 aux_loss:0.0026 train_time:22305524ms step_avg:720.86ms
step:30954/40500 train_loss:1.5970 aux_loss:0.0024 train_time:22306245ms step_avg:720.86ms
step:30955/40500 train_loss:1.5362 aux_loss:0.0027 train_time:22306966ms step_avg:720.86ms
step:30956/40500 train_loss:1.5516 aux_loss:0.0024 train_time:22307685ms step_avg:720.86ms
step:30957/40500 train_loss:1.5564 aux_loss:0.0024 train_time:22308406ms step_avg:720.86ms
step:30958/40500 train_loss:1.6083 aux_loss:0.0025 train_time:22309125ms step_avg:720.86ms
step:30959/40500 train_loss:1.5265 aux_loss:0.0026 train_time:22309845ms step_avg:720.86ms
step:30960/40500 train_loss:1.5777 aux_loss:0.0024 train_time:22310566ms step_avg:720.86ms
step:30961/40500 train_loss:1.5981 aux_loss:0.0023 train_time:22311285ms step_avg:720.86ms
step:30962/40500 train_loss:1.5306 aux_loss:0.0023 train_time:22312007ms step_avg:720.86ms
step:30963/40500 train_loss:1.5474 aux_loss:0.0024 train_time:22312727ms step_avg:720.86ms
step:30964/40500 train_loss:1.5404 aux_loss:0.0025 train_time:22313445ms step_avg:720.86ms
step:30965/40500 train_loss:1.5204 aux_loss:0.0025 train_time:22314165ms step_avg:720.86ms
step:30966/40500 train_loss:1.5424 aux_loss:0.0024 train_time:22314883ms step_avg:720.86ms
step:30967/40500 train_loss:1.5352 aux_loss:0.0025 train_time:22315605ms step_avg:720.86ms
step:30968/40500 train_loss:1.5544 aux_loss:0.0024 train_time:22316323ms step_avg:720.86ms
step:30969/40500 train_loss:1.5475 aux_loss:0.0023 train_time:22317043ms step_avg:720.86ms
step:30970/40500 train_loss:1.5494 aux_loss:0.0026 train_time:22317763ms step_avg:720.86ms
step:30971/40500 train_loss:1.5751 aux_loss:0.0026 train_time:22318483ms step_avg:720.86ms
step:30972/40500 train_loss:1.5933 aux_loss:0.0027 train_time:22319201ms step_avg:720.86ms
step:30973/40500 train_loss:1.6009 aux_loss:0.0035 train_time:22319923ms step_avg:720.86ms
step:30974/40500 train_loss:1.5673 aux_loss:0.0028 train_time:22320643ms step_avg:720.86ms
step:30975/40500 train_loss:1.5598 aux_loss:0.0025 train_time:22321362ms step_avg:720.86ms
step:30976/40500 train_loss:1.5543 aux_loss:0.0025 train_time:22322082ms step_avg:720.86ms
step:30977/40500 train_loss:1.5320 aux_loss:0.0025 train_time:22322802ms step_avg:720.86ms
step:30978/40500 train_loss:1.5702 aux_loss:0.0023 train_time:22323521ms step_avg:720.86ms
step:30979/40500 train_loss:1.5075 aux_loss:0.0023 train_time:22324240ms step_avg:720.86ms
step:30980/40500 train_loss:1.5886 aux_loss:0.0023 train_time:22324962ms step_avg:720.86ms
step:30981/40500 train_loss:1.5955 aux_loss:0.0024 train_time:22325681ms step_avg:720.86ms
step:30982/40500 train_loss:1.5845 aux_loss:0.0024 train_time:22326401ms step_avg:720.86ms
step:30983/40500 train_loss:1.5530 aux_loss:0.0024 train_time:22327123ms step_avg:720.86ms
step:30984/40500 train_loss:1.5944 aux_loss:0.0026 train_time:22327842ms step_avg:720.86ms
step:30985/40500 train_loss:1.5756 aux_loss:0.0023 train_time:22328560ms step_avg:720.86ms
step:30986/40500 train_loss:1.5547 aux_loss:0.0026 train_time:22329279ms step_avg:720.86ms
step:30987/40500 train_loss:1.5225 aux_loss:0.0024 train_time:22330000ms step_avg:720.86ms
step:30988/40500 train_loss:1.5668 aux_loss:0.0024 train_time:22330719ms step_avg:720.86ms
step:30989/40500 train_loss:1.5541 aux_loss:0.0024 train_time:22331439ms step_avg:720.86ms
step:30990/40500 train_loss:1.5688 aux_loss:0.0024 train_time:22332159ms step_avg:720.86ms
step:30991/40500 train_loss:1.5906 aux_loss:0.0026 train_time:22332879ms step_avg:720.86ms
step:30992/40500 train_loss:1.5954 aux_loss:0.0024 train_time:22333599ms step_avg:720.86ms
step:30993/40500 train_loss:1.5645 aux_loss:0.0024 train_time:22334318ms step_avg:720.86ms
step:30994/40500 train_loss:1.5193 aux_loss:0.0025 train_time:22335037ms step_avg:720.86ms
step:30995/40500 train_loss:1.5303 aux_loss:0.0022 train_time:22335755ms step_avg:720.86ms
step:30996/40500 train_loss:1.5672 aux_loss:0.0025 train_time:22336471ms step_avg:720.86ms
step:30997/40500 train_loss:1.5611 aux_loss:0.0027 train_time:22337195ms step_avg:720.86ms
step:30998/40500 train_loss:1.5601 aux_loss:0.0024 train_time:22337915ms step_avg:720.86ms
step:30999/40500 train_loss:1.5556 aux_loss:0.0025 train_time:22338636ms step_avg:720.86ms
step:31000/40500 train_loss:1.6167 aux_loss:0.0023 train_time:22339356ms step_avg:720.86ms
step:31001/40500 train_loss:1.5637 aux_loss:0.0023 train_time:22340076ms step_avg:720.86ms
step:31002/40500 train_loss:1.5799 aux_loss:0.0025 train_time:22340795ms step_avg:720.86ms
step:31003/40500 train_loss:1.5728 aux_loss:0.0025 train_time:22341515ms step_avg:720.86ms
step:31004/40500 train_loss:1.5272 aux_loss:0.0035 train_time:22342237ms step_avg:720.86ms
step:31005/40500 train_loss:1.5744 aux_loss:0.0024 train_time:22342956ms step_avg:720.86ms
step:31006/40500 train_loss:1.5780 aux_loss:0.0026 train_time:22343676ms step_avg:720.86ms
step:31007/40500 train_loss:1.5462 aux_loss:0.0024 train_time:22344395ms step_avg:720.86ms
step:31008/40500 train_loss:1.5753 aux_loss:0.0024 train_time:22345115ms step_avg:720.86ms
step:31009/40500 train_loss:1.5278 aux_loss:0.0023 train_time:22345838ms step_avg:720.86ms
step:31010/40500 train_loss:1.6080 aux_loss:0.0023 train_time:22346557ms step_avg:720.86ms
step:31011/40500 train_loss:1.6140 aux_loss:0.0027 train_time:22347276ms step_avg:720.86ms
step:31012/40500 train_loss:1.5394 aux_loss:0.0025 train_time:22347998ms step_avg:720.86ms
step:31013/40500 train_loss:1.5821 aux_loss:0.0023 train_time:22348716ms step_avg:720.86ms
step:31014/40500 train_loss:1.5411 aux_loss:0.0024 train_time:22349434ms step_avg:720.86ms
step:31015/40500 train_loss:1.5244 aux_loss:0.0026 train_time:22350153ms step_avg:720.86ms
step:31016/40500 train_loss:1.5402 aux_loss:0.0024 train_time:22350872ms step_avg:720.86ms
step:31017/40500 train_loss:1.5062 aux_loss:0.0023 train_time:22351593ms step_avg:720.86ms
step:31018/40500 train_loss:1.5169 aux_loss:0.0022 train_time:22352312ms step_avg:720.86ms
step:31019/40500 train_loss:1.5848 aux_loss:0.0024 train_time:22353033ms step_avg:720.86ms
step:31020/40500 train_loss:1.4934 aux_loss:0.0026 train_time:22353753ms step_avg:720.86ms
step:31021/40500 train_loss:1.5772 aux_loss:0.0024 train_time:22354472ms step_avg:720.86ms
step:31022/40500 train_loss:1.5218 aux_loss:0.0024 train_time:22355192ms step_avg:720.86ms
step:31023/40500 train_loss:1.5463 aux_loss:0.0026 train_time:22355912ms step_avg:720.86ms
step:31024/40500 train_loss:1.5494 aux_loss:0.0040 train_time:22356632ms step_avg:720.86ms
step:31025/40500 train_loss:1.5704 aux_loss:0.0022 train_time:22357352ms step_avg:720.86ms
step:31026/40500 train_loss:1.5698 aux_loss:0.0022 train_time:22358072ms step_avg:720.86ms
step:31027/40500 train_loss:1.5273 aux_loss:0.0022 train_time:22358791ms step_avg:720.86ms
step:31028/40500 train_loss:1.5609 aux_loss:0.0023 train_time:22359511ms step_avg:720.86ms
step:31029/40500 train_loss:1.5607 aux_loss:0.0022 train_time:22360229ms step_avg:720.86ms
step:31030/40500 train_loss:1.4842 aux_loss:0.0023 train_time:22360950ms step_avg:720.86ms
step:31031/40500 train_loss:1.5292 aux_loss:0.0025 train_time:22361669ms step_avg:720.86ms
step:31032/40500 train_loss:1.5628 aux_loss:0.0026 train_time:22362391ms step_avg:720.86ms
step:31033/40500 train_loss:1.5613 aux_loss:0.0024 train_time:22363111ms step_avg:720.86ms
step:31034/40500 train_loss:1.5209 aux_loss:0.0028 train_time:22363831ms step_avg:720.86ms
step:31035/40500 train_loss:1.5415 aux_loss:0.0024 train_time:22364551ms step_avg:720.86ms
step:31036/40500 train_loss:1.5809 aux_loss:0.0024 train_time:22365270ms step_avg:720.86ms
step:31037/40500 train_loss:1.5321 aux_loss:0.0023 train_time:22365990ms step_avg:720.86ms
step:31038/40500 train_loss:1.5296 aux_loss:0.0022 train_time:22366709ms step_avg:720.86ms
step:31039/40500 train_loss:1.5192 aux_loss:0.0023 train_time:22367429ms step_avg:720.86ms
step:31040/40500 train_loss:1.5479 aux_loss:0.0023 train_time:22368149ms step_avg:720.86ms
step:31041/40500 train_loss:1.5749 aux_loss:0.0024 train_time:22368868ms step_avg:720.86ms
step:31042/40500 train_loss:1.5322 aux_loss:0.0023 train_time:22369588ms step_avg:720.86ms
step:31043/40500 train_loss:1.5221 aux_loss:0.0023 train_time:22370308ms step_avg:720.86ms
step:31044/40500 train_loss:1.6173 aux_loss:0.0024 train_time:22371028ms step_avg:720.86ms
step:31045/40500 train_loss:1.5613 aux_loss:0.0026 train_time:22371747ms step_avg:720.86ms
step:31046/40500 train_loss:1.5937 aux_loss:0.0025 train_time:22372467ms step_avg:720.86ms
step:31047/40500 train_loss:1.4978 aux_loss:0.0024 train_time:22373187ms step_avg:720.86ms
step:31048/40500 train_loss:1.5922 aux_loss:0.0025 train_time:22373907ms step_avg:720.86ms
step:31049/40500 train_loss:1.5422 aux_loss:0.0025 train_time:22374626ms step_avg:720.86ms
step:31050/40500 train_loss:1.5670 aux_loss:0.0024 train_time:22375346ms step_avg:720.86ms
step:31051/40500 train_loss:1.6152 aux_loss:0.0025 train_time:22376067ms step_avg:720.86ms
step:31052/40500 train_loss:1.5621 aux_loss:0.0027 train_time:22376786ms step_avg:720.86ms
step:31053/40500 train_loss:1.5443 aux_loss:0.0026 train_time:22377506ms step_avg:720.86ms
step:31054/40500 train_loss:1.5151 aux_loss:0.0025 train_time:22378227ms step_avg:720.86ms
step:31055/40500 train_loss:1.5946 aux_loss:0.0023 train_time:22378946ms step_avg:720.86ms
step:31056/40500 train_loss:1.5516 aux_loss:0.0023 train_time:22379665ms step_avg:720.86ms
step:31057/40500 train_loss:1.5345 aux_loss:0.0023 train_time:22380385ms step_avg:720.85ms
step:31058/40500 train_loss:1.5163 aux_loss:0.0033 train_time:22381106ms step_avg:720.85ms
step:31059/40500 train_loss:1.5548 aux_loss:0.0024 train_time:22381825ms step_avg:720.85ms
step:31060/40500 train_loss:1.5238 aux_loss:0.0025 train_time:22382546ms step_avg:720.85ms
step:31061/40500 train_loss:1.5767 aux_loss:0.0026 train_time:22383265ms step_avg:720.85ms
step:31062/40500 train_loss:1.5350 aux_loss:0.0024 train_time:22383985ms step_avg:720.85ms
step:31063/40500 train_loss:1.5734 aux_loss:0.0030 train_time:22384704ms step_avg:720.85ms
step:31064/40500 train_loss:1.5926 aux_loss:0.0023 train_time:22385421ms step_avg:720.85ms
step:31065/40500 train_loss:1.5598 aux_loss:0.0023 train_time:22386142ms step_avg:720.85ms
step:31066/40500 train_loss:1.5573 aux_loss:0.0023 train_time:22386862ms step_avg:720.85ms
step:31067/40500 train_loss:1.5487 aux_loss:0.0023 train_time:22387582ms step_avg:720.85ms
step:31068/40500 train_loss:1.5468 aux_loss:0.0023 train_time:22388301ms step_avg:720.85ms
step:31069/40500 train_loss:1.5763 aux_loss:0.0024 train_time:22389024ms step_avg:720.85ms
step:31070/40500 train_loss:1.5918 aux_loss:0.0024 train_time:22389743ms step_avg:720.85ms
step:31071/40500 train_loss:1.5360 aux_loss:0.0025 train_time:22390465ms step_avg:720.85ms
step:31072/40500 train_loss:1.5484 aux_loss:0.0024 train_time:22391185ms step_avg:720.85ms
step:31073/40500 train_loss:1.5807 aux_loss:0.0025 train_time:22391904ms step_avg:720.85ms
step:31074/40500 train_loss:1.5630 aux_loss:0.0029 train_time:22392623ms step_avg:720.85ms
step:31075/40500 train_loss:1.5478 aux_loss:0.0026 train_time:22393344ms step_avg:720.85ms
step:31076/40500 train_loss:1.5786 aux_loss:0.0024 train_time:22394062ms step_avg:720.85ms
step:31077/40500 train_loss:1.5511 aux_loss:0.0025 train_time:22394781ms step_avg:720.85ms
step:31078/40500 train_loss:1.5203 aux_loss:0.0030 train_time:22395501ms step_avg:720.85ms
step:31079/40500 train_loss:1.5694 aux_loss:0.0025 train_time:22396223ms step_avg:720.85ms
step:31080/40500 train_loss:1.5501 aux_loss:0.0024 train_time:22396942ms step_avg:720.85ms
step:31081/40500 train_loss:1.5503 aux_loss:0.0026 train_time:22397664ms step_avg:720.85ms
step:31082/40500 train_loss:1.5562 aux_loss:0.0027 train_time:22398385ms step_avg:720.85ms
step:31083/40500 train_loss:1.5362 aux_loss:0.0027 train_time:22399102ms step_avg:720.85ms
step:31084/40500 train_loss:1.4895 aux_loss:0.0028 train_time:22399820ms step_avg:720.85ms
step:31085/40500 train_loss:1.5605 aux_loss:0.0024 train_time:22400539ms step_avg:720.85ms
step:31086/40500 train_loss:1.5772 aux_loss:0.0025 train_time:22401258ms step_avg:720.85ms
step:31087/40500 train_loss:1.5395 aux_loss:0.0025 train_time:22401978ms step_avg:720.85ms
step:31088/40500 train_loss:1.5326 aux_loss:0.0025 train_time:22402698ms step_avg:720.85ms
step:31089/40500 train_loss:1.6038 aux_loss:0.0027 train_time:22403419ms step_avg:720.85ms
step:31090/40500 train_loss:1.5023 aux_loss:0.0022 train_time:22404138ms step_avg:720.85ms
step:31091/40500 train_loss:1.5433 aux_loss:0.0023 train_time:22404857ms step_avg:720.85ms
step:31092/40500 train_loss:1.5570 aux_loss:0.0023 train_time:22405578ms step_avg:720.85ms
step:31093/40500 train_loss:1.5260 aux_loss:0.0022 train_time:22406298ms step_avg:720.85ms
step:31094/40500 train_loss:1.5551 aux_loss:0.0022 train_time:22407018ms step_avg:720.85ms
step:31095/40500 train_loss:1.5940 aux_loss:0.0023 train_time:22407738ms step_avg:720.85ms
step:31096/40500 train_loss:1.5803 aux_loss:0.0024 train_time:22408459ms step_avg:720.85ms
step:31097/40500 train_loss:1.5596 aux_loss:0.0025 train_time:22409179ms step_avg:720.85ms
step:31098/40500 train_loss:1.5359 aux_loss:0.0024 train_time:22409898ms step_avg:720.85ms
step:31099/40500 train_loss:1.5588 aux_loss:0.0024 train_time:22410617ms step_avg:720.85ms
step:31100/40500 train_loss:1.5633 aux_loss:0.0023 train_time:22411337ms step_avg:720.85ms
step:31101/40500 train_loss:1.5773 aux_loss:0.0024 train_time:22412057ms step_avg:720.85ms
step:31102/40500 train_loss:1.5592 aux_loss:0.0023 train_time:22412778ms step_avg:720.85ms
step:31103/40500 train_loss:1.5968 aux_loss:0.0025 train_time:22413498ms step_avg:720.85ms
step:31104/40500 train_loss:1.5489 aux_loss:0.0023 train_time:22414216ms step_avg:720.85ms
step:31105/40500 train_loss:1.6298 aux_loss:0.0024 train_time:22414934ms step_avg:720.85ms
step:31106/40500 train_loss:1.5539 aux_loss:0.0024 train_time:22415654ms step_avg:720.85ms
step:31107/40500 train_loss:1.5547 aux_loss:0.0025 train_time:22416375ms step_avg:720.85ms
step:31108/40500 train_loss:1.5468 aux_loss:0.0024 train_time:22417095ms step_avg:720.85ms
step:31109/40500 train_loss:1.5902 aux_loss:0.0026 train_time:22417817ms step_avg:720.85ms
step:31110/40500 train_loss:1.5388 aux_loss:0.0023 train_time:22418537ms step_avg:720.85ms
step:31111/40500 train_loss:1.5272 aux_loss:0.0023 train_time:22419255ms step_avg:720.85ms
step:31112/40500 train_loss:1.5230 aux_loss:0.0022 train_time:22419975ms step_avg:720.85ms
step:31113/40500 train_loss:1.5384 aux_loss:0.0023 train_time:22420693ms step_avg:720.85ms
step:31114/40500 train_loss:1.5807 aux_loss:0.0026 train_time:22421414ms step_avg:720.85ms
step:31115/40500 train_loss:1.5822 aux_loss:0.0024 train_time:22422133ms step_avg:720.85ms
step:31116/40500 train_loss:1.5146 aux_loss:0.0023 train_time:22422854ms step_avg:720.85ms
step:31117/40500 train_loss:1.5592 aux_loss:0.0022 train_time:22423575ms step_avg:720.85ms
step:31118/40500 train_loss:1.5465 aux_loss:0.0024 train_time:22424295ms step_avg:720.85ms
step:31119/40500 train_loss:1.5514 aux_loss:0.0023 train_time:22425018ms step_avg:720.85ms
step:31120/40500 train_loss:1.5586 aux_loss:0.0022 train_time:22425737ms step_avg:720.85ms
step:31121/40500 train_loss:1.5747 aux_loss:0.0024 train_time:22426459ms step_avg:720.85ms
step:31122/40500 train_loss:1.5524 aux_loss:0.0025 train_time:22427179ms step_avg:720.85ms
step:31123/40500 train_loss:1.5315 aux_loss:0.0026 train_time:22427901ms step_avg:720.85ms
step:31124/40500 train_loss:1.5558 aux_loss:0.0025 train_time:22428623ms step_avg:720.85ms
step:31125/40500 train_loss:1.5857 aux_loss:0.0024 train_time:22429341ms step_avg:720.85ms
step:31126/40500 train_loss:1.5695 aux_loss:0.0024 train_time:22430064ms step_avg:720.85ms
step:31127/40500 train_loss:1.5189 aux_loss:0.0027 train_time:22430786ms step_avg:720.85ms
step:31128/40500 train_loss:1.5265 aux_loss:0.0023 train_time:22431506ms step_avg:720.85ms
step:31129/40500 train_loss:1.5696 aux_loss:0.0024 train_time:22432226ms step_avg:720.85ms
step:31130/40500 train_loss:1.5468 aux_loss:0.0025 train_time:22432948ms step_avg:720.85ms
step:31131/40500 train_loss:1.5123 aux_loss:0.0025 train_time:22433666ms step_avg:720.85ms
step:31132/40500 train_loss:1.5554 aux_loss:0.0023 train_time:22434387ms step_avg:720.85ms
step:31133/40500 train_loss:1.5231 aux_loss:0.0025 train_time:22435108ms step_avg:720.85ms
step:31134/40500 train_loss:1.5743 aux_loss:0.0028 train_time:22435828ms step_avg:720.85ms
step:31135/40500 train_loss:1.5517 aux_loss:0.0025 train_time:22436549ms step_avg:720.85ms
step:31136/40500 train_loss:1.5581 aux_loss:0.0024 train_time:22437271ms step_avg:720.85ms
step:31137/40500 train_loss:1.5495 aux_loss:0.0027 train_time:22437991ms step_avg:720.85ms
step:31138/40500 train_loss:1.5407 aux_loss:0.0024 train_time:22438710ms step_avg:720.85ms
step:31139/40500 train_loss:1.5751 aux_loss:0.0023 train_time:22439430ms step_avg:720.85ms
step:31140/40500 train_loss:1.5210 aux_loss:0.0024 train_time:22440148ms step_avg:720.85ms
step:31141/40500 train_loss:1.5154 aux_loss:0.0025 train_time:22440869ms step_avg:720.85ms
step:31142/40500 train_loss:1.5719 aux_loss:0.0024 train_time:22441588ms step_avg:720.85ms
step:31143/40500 train_loss:1.5944 aux_loss:0.0025 train_time:22442308ms step_avg:720.85ms
step:31144/40500 train_loss:1.5748 aux_loss:0.0025 train_time:22443028ms step_avg:720.85ms
step:31145/40500 train_loss:1.5197 aux_loss:0.0024 train_time:22443748ms step_avg:720.85ms
step:31146/40500 train_loss:1.5837 aux_loss:0.0024 train_time:22444466ms step_avg:720.85ms
step:31147/40500 train_loss:1.5102 aux_loss:0.0023 train_time:22445187ms step_avg:720.85ms
step:31148/40500 train_loss:1.5128 aux_loss:0.0024 train_time:22445907ms step_avg:720.85ms
step:31149/40500 train_loss:1.5747 aux_loss:0.0029 train_time:22446626ms step_avg:720.85ms
step:31150/40500 train_loss:1.5369 aux_loss:0.0029 train_time:22447346ms step_avg:720.85ms
step:31151/40500 train_loss:1.5206 aux_loss:0.0025 train_time:22448066ms step_avg:720.85ms
step:31152/40500 train_loss:1.5272 aux_loss:0.0024 train_time:22448785ms step_avg:720.85ms
step:31153/40500 train_loss:1.5670 aux_loss:0.0025 train_time:22449503ms step_avg:720.85ms
step:31154/40500 train_loss:1.5571 aux_loss:0.0024 train_time:22450224ms step_avg:720.85ms
step:31155/40500 train_loss:1.5658 aux_loss:0.0023 train_time:22450945ms step_avg:720.85ms
step:31156/40500 train_loss:1.5870 aux_loss:0.0024 train_time:22451663ms step_avg:720.85ms
step:31157/40500 train_loss:1.5277 aux_loss:0.0023 train_time:22452386ms step_avg:720.85ms
step:31158/40500 train_loss:1.5642 aux_loss:0.0023 train_time:22453106ms step_avg:720.85ms
step:31159/40500 train_loss:1.4830 aux_loss:0.0028 train_time:22453824ms step_avg:720.85ms
step:31160/40500 train_loss:1.5656 aux_loss:0.0025 train_time:22454544ms step_avg:720.85ms
step:31161/40500 train_loss:1.5397 aux_loss:0.0024 train_time:22455262ms step_avg:720.85ms
step:31162/40500 train_loss:1.5528 aux_loss:0.0025 train_time:22455984ms step_avg:720.85ms
step:31163/40500 train_loss:1.6068 aux_loss:0.0024 train_time:22456703ms step_avg:720.85ms
step:31164/40500 train_loss:1.5289 aux_loss:0.0023 train_time:22457423ms step_avg:720.85ms
step:31165/40500 train_loss:1.5855 aux_loss:0.0024 train_time:22458145ms step_avg:720.85ms
step:31166/40500 train_loss:1.5415 aux_loss:0.0024 train_time:22458865ms step_avg:720.85ms
step:31167/40500 train_loss:1.5672 aux_loss:0.0028 train_time:22459586ms step_avg:720.85ms
step:31168/40500 train_loss:1.5747 aux_loss:0.0026 train_time:22460306ms step_avg:720.85ms
step:31169/40500 train_loss:1.5769 aux_loss:0.0028 train_time:22461027ms step_avg:720.85ms
step:31170/40500 train_loss:1.5596 aux_loss:0.0025 train_time:22461746ms step_avg:720.85ms
step:31171/40500 train_loss:1.6018 aux_loss:0.0026 train_time:22462466ms step_avg:720.85ms
step:31172/40500 train_loss:1.4978 aux_loss:0.0024 train_time:22463187ms step_avg:720.85ms
step:31173/40500 train_loss:1.5209 aux_loss:0.0023 train_time:22463905ms step_avg:720.85ms
step:31174/40500 train_loss:1.5714 aux_loss:0.0031 train_time:22464626ms step_avg:720.85ms
step:31175/40500 train_loss:1.5709 aux_loss:0.0025 train_time:22465346ms step_avg:720.85ms
step:31176/40500 train_loss:1.5568 aux_loss:0.0025 train_time:22466066ms step_avg:720.85ms
step:31177/40500 train_loss:1.5389 aux_loss:0.0037 train_time:22466788ms step_avg:720.85ms
step:31178/40500 train_loss:1.4724 aux_loss:0.0023 train_time:22467506ms step_avg:720.85ms
step:31179/40500 train_loss:1.5358 aux_loss:0.0023 train_time:22468228ms step_avg:720.85ms
step:31180/40500 train_loss:1.5742 aux_loss:0.0027 train_time:22468948ms step_avg:720.85ms
step:31181/40500 train_loss:1.5660 aux_loss:0.0024 train_time:22469670ms step_avg:720.85ms
step:31182/40500 train_loss:1.5905 aux_loss:0.0024 train_time:22470391ms step_avg:720.85ms
step:31183/40500 train_loss:1.5855 aux_loss:0.0046 train_time:22471114ms step_avg:720.85ms
step:31184/40500 train_loss:1.5909 aux_loss:0.0024 train_time:22471835ms step_avg:720.85ms
step:31185/40500 train_loss:1.6321 aux_loss:0.0024 train_time:22472556ms step_avg:720.85ms
step:31186/40500 train_loss:1.6207 aux_loss:0.0024 train_time:22473278ms step_avg:720.85ms
step:31187/40500 train_loss:1.5837 aux_loss:0.0024 train_time:22473998ms step_avg:720.85ms
step:31188/40500 train_loss:1.5776 aux_loss:0.0022 train_time:22474717ms step_avg:720.85ms
step:31189/40500 train_loss:1.6037 aux_loss:0.0023 train_time:22475437ms step_avg:720.85ms
step:31190/40500 train_loss:1.5850 aux_loss:0.0024 train_time:22476157ms step_avg:720.85ms
step:31191/40500 train_loss:1.5964 aux_loss:0.0027 train_time:22476879ms step_avg:720.85ms
step:31192/40500 train_loss:1.5925 aux_loss:0.0025 train_time:22477598ms step_avg:720.85ms
step:31193/40500 train_loss:1.5354 aux_loss:0.0024 train_time:22478318ms step_avg:720.85ms
step:31194/40500 train_loss:1.5336 aux_loss:0.0025 train_time:22479038ms step_avg:720.85ms
step:31195/40500 train_loss:1.5762 aux_loss:0.0027 train_time:22479756ms step_avg:720.85ms
step:31196/40500 train_loss:1.5900 aux_loss:0.0022 train_time:22480476ms step_avg:720.85ms
step:31197/40500 train_loss:1.5740 aux_loss:0.0022 train_time:22481196ms step_avg:720.85ms
step:31198/40500 train_loss:1.5525 aux_loss:0.0023 train_time:22481916ms step_avg:720.85ms
step:31199/40500 train_loss:1.5300 aux_loss:0.0027 train_time:22482636ms step_avg:720.85ms
step:31200/40500 train_loss:1.5532 aux_loss:0.0023 train_time:22483357ms step_avg:720.85ms
step:31201/40500 train_loss:1.5739 aux_loss:0.0023 train_time:22484078ms step_avg:720.85ms
step:31202/40500 train_loss:1.5607 aux_loss:0.0024 train_time:22484799ms step_avg:720.85ms
step:31203/40500 train_loss:1.5783 aux_loss:0.0024 train_time:22485519ms step_avg:720.85ms
step:31204/40500 train_loss:1.6207 aux_loss:0.0025 train_time:22486239ms step_avg:720.85ms
step:31205/40500 train_loss:1.6247 aux_loss:0.0026 train_time:22486961ms step_avg:720.85ms
step:31206/40500 train_loss:1.5399 aux_loss:0.0023 train_time:22487682ms step_avg:720.85ms
step:31207/40500 train_loss:1.5869 aux_loss:0.0024 train_time:22488401ms step_avg:720.85ms
step:31208/40500 train_loss:1.6158 aux_loss:0.0025 train_time:22489124ms step_avg:720.85ms
step:31209/40500 train_loss:1.5305 aux_loss:0.0024 train_time:22489843ms step_avg:720.85ms
step:31210/40500 train_loss:1.5766 aux_loss:0.0024 train_time:22490562ms step_avg:720.85ms
step:31211/40500 train_loss:1.5302 aux_loss:0.0034 train_time:22491282ms step_avg:720.85ms
step:31212/40500 train_loss:1.5152 aux_loss:0.0034 train_time:22492003ms step_avg:720.85ms
step:31213/40500 train_loss:1.6165 aux_loss:0.0024 train_time:22492725ms step_avg:720.85ms
step:31214/40500 train_loss:1.5957 aux_loss:0.0024 train_time:22493445ms step_avg:720.85ms
step:31215/40500 train_loss:1.5945 aux_loss:0.0023 train_time:22494166ms step_avg:720.85ms
step:31216/40500 train_loss:1.5273 aux_loss:0.0022 train_time:22494886ms step_avg:720.85ms
step:31217/40500 train_loss:1.5817 aux_loss:0.0023 train_time:22495607ms step_avg:720.85ms
step:31218/40500 train_loss:1.5505 aux_loss:0.0023 train_time:22496327ms step_avg:720.85ms
step:31219/40500 train_loss:1.5569 aux_loss:0.0024 train_time:22497047ms step_avg:720.85ms
step:31220/40500 train_loss:1.5610 aux_loss:0.0025 train_time:22497770ms step_avg:720.85ms
step:31221/40500 train_loss:1.5404 aux_loss:0.0027 train_time:22498489ms step_avg:720.85ms
step:31222/40500 train_loss:1.5492 aux_loss:0.0024 train_time:22499210ms step_avg:720.85ms
step:31223/40500 train_loss:1.5546 aux_loss:0.0023 train_time:22499929ms step_avg:720.85ms
step:31224/40500 train_loss:1.6190 aux_loss:0.0024 train_time:22500651ms step_avg:720.85ms
step:31225/40500 train_loss:1.5738 aux_loss:0.0024 train_time:22501370ms step_avg:720.85ms
step:31226/40500 train_loss:1.6139 aux_loss:0.0024 train_time:22502089ms step_avg:720.85ms
step:31227/40500 train_loss:1.5619 aux_loss:0.0024 train_time:22502811ms step_avg:720.85ms
step:31228/40500 train_loss:1.5258 aux_loss:0.0023 train_time:22503530ms step_avg:720.85ms
step:31229/40500 train_loss:1.6142 aux_loss:0.0023 train_time:22504251ms step_avg:720.85ms
step:31230/40500 train_loss:1.5786 aux_loss:0.0026 train_time:22504971ms step_avg:720.85ms
step:31231/40500 train_loss:1.5116 aux_loss:0.0023 train_time:22505690ms step_avg:720.85ms
step:31232/40500 train_loss:1.5405 aux_loss:0.0029 train_time:22506411ms step_avg:720.85ms
step:31233/40500 train_loss:1.5713 aux_loss:0.0025 train_time:22507130ms step_avg:720.85ms
step:31234/40500 train_loss:1.6066 aux_loss:0.0026 train_time:22507850ms step_avg:720.85ms
step:31235/40500 train_loss:1.5245 aux_loss:0.0023 train_time:22508568ms step_avg:720.85ms
step:31236/40500 train_loss:1.5309 aux_loss:0.0024 train_time:22509287ms step_avg:720.85ms
step:31237/40500 train_loss:1.5624 aux_loss:0.0023 train_time:22510009ms step_avg:720.85ms
step:31238/40500 train_loss:1.5899 aux_loss:0.0027 train_time:22510727ms step_avg:720.85ms
step:31239/40500 train_loss:1.5202 aux_loss:0.0023 train_time:22511448ms step_avg:720.85ms
step:31240/40500 train_loss:1.5508 aux_loss:0.0025 train_time:22512168ms step_avg:720.85ms
step:31241/40500 train_loss:1.5165 aux_loss:0.0024 train_time:22512888ms step_avg:720.85ms
step:31242/40500 train_loss:1.5487 aux_loss:0.0024 train_time:22513606ms step_avg:720.85ms
step:31243/40500 train_loss:1.5219 aux_loss:0.0024 train_time:22514326ms step_avg:720.85ms
step:31244/40500 train_loss:1.5527 aux_loss:0.0024 train_time:22515045ms step_avg:720.85ms
step:31245/40500 train_loss:1.5445 aux_loss:0.0026 train_time:22515765ms step_avg:720.85ms
step:31246/40500 train_loss:1.5985 aux_loss:0.0024 train_time:22516485ms step_avg:720.85ms
step:31247/40500 train_loss:1.5919 aux_loss:0.0024 train_time:22517204ms step_avg:720.85ms
step:31248/40500 train_loss:1.5002 aux_loss:0.0022 train_time:22517926ms step_avg:720.85ms
step:31249/40500 train_loss:1.5187 aux_loss:0.0025 train_time:22518645ms step_avg:720.85ms
step:31250/40500 train_loss:1.5613 aux_loss:0.0025 train_time:22519365ms step_avg:720.85ms
step:31251/40500 train_loss:1.5703 aux_loss:0.0023 train_time:22520085ms step_avg:720.85ms
step:31252/40500 train_loss:1.5418 aux_loss:0.0023 train_time:22520805ms step_avg:720.85ms
step:31253/40500 train_loss:1.5601 aux_loss:0.0024 train_time:22521525ms step_avg:720.85ms
step:31254/40500 train_loss:1.4799 aux_loss:0.0025 train_time:22522244ms step_avg:720.85ms
step:31255/40500 train_loss:1.5782 aux_loss:0.0026 train_time:22522963ms step_avg:720.85ms
step:31256/40500 train_loss:1.5478 aux_loss:0.0023 train_time:22523687ms step_avg:720.85ms
step:31257/40500 train_loss:1.5695 aux_loss:0.0023 train_time:22524414ms step_avg:720.85ms
step:31258/40500 train_loss:1.5324 aux_loss:0.0023 train_time:22525138ms step_avg:720.85ms
step:31259/40500 train_loss:1.5671 aux_loss:0.0024 train_time:22525861ms step_avg:720.85ms
step:31260/40500 train_loss:1.5981 aux_loss:0.0024 train_time:22526582ms step_avg:720.85ms
step:31261/40500 train_loss:1.5628 aux_loss:0.0024 train_time:22527304ms step_avg:720.85ms
step:31262/40500 train_loss:1.5865 aux_loss:0.0024 train_time:22528023ms step_avg:720.85ms
step:31263/40500 train_loss:1.5929 aux_loss:0.0023 train_time:22528744ms step_avg:720.85ms
step:31264/40500 train_loss:1.5175 aux_loss:0.0022 train_time:22529465ms step_avg:720.85ms
step:31265/40500 train_loss:1.5595 aux_loss:0.0024 train_time:22530185ms step_avg:720.85ms
step:31266/40500 train_loss:1.5380 aux_loss:0.0023 train_time:22530906ms step_avg:720.85ms
step:31267/40500 train_loss:1.5500 aux_loss:0.0024 train_time:22531627ms step_avg:720.85ms
step:31268/40500 train_loss:1.6202 aux_loss:0.0024 train_time:22532346ms step_avg:720.85ms
step:31269/40500 train_loss:1.5417 aux_loss:0.0025 train_time:22533065ms step_avg:720.85ms
step:31270/40500 train_loss:1.5076 aux_loss:0.0024 train_time:22533785ms step_avg:720.85ms
step:31271/40500 train_loss:1.5519 aux_loss:0.0023 train_time:22534504ms step_avg:720.85ms
step:31272/40500 train_loss:1.5613 aux_loss:0.0025 train_time:22535222ms step_avg:720.85ms
step:31273/40500 train_loss:1.6030 aux_loss:0.0026 train_time:22535943ms step_avg:720.85ms
step:31274/40500 train_loss:1.5652 aux_loss:0.0022 train_time:22536664ms step_avg:720.85ms
step:31275/40500 train_loss:1.5287 aux_loss:0.0024 train_time:22537384ms step_avg:720.85ms
step:31276/40500 train_loss:1.5673 aux_loss:0.0026 train_time:22538105ms step_avg:720.85ms
step:31277/40500 train_loss:1.5814 aux_loss:0.0026 train_time:22538824ms step_avg:720.85ms
step:31278/40500 train_loss:1.5767 aux_loss:0.0029 train_time:22539543ms step_avg:720.85ms
step:31279/40500 train_loss:1.5703 aux_loss:0.0025 train_time:22540263ms step_avg:720.85ms
step:31280/40500 train_loss:1.6480 aux_loss:0.0025 train_time:22540984ms step_avg:720.85ms
step:31281/40500 train_loss:1.6093 aux_loss:0.0023 train_time:22541704ms step_avg:720.85ms
step:31282/40500 train_loss:1.5808 aux_loss:0.0023 train_time:22542422ms step_avg:720.85ms
step:31283/40500 train_loss:1.5979 aux_loss:0.0022 train_time:22543141ms step_avg:720.85ms
step:31284/40500 train_loss:1.5511 aux_loss:0.0027 train_time:22543859ms step_avg:720.85ms
step:31285/40500 train_loss:1.5701 aux_loss:0.0024 train_time:22544580ms step_avg:720.85ms
step:31286/40500 train_loss:1.5849 aux_loss:0.0022 train_time:22545298ms step_avg:720.85ms
step:31287/40500 train_loss:1.6057 aux_loss:0.0023 train_time:22546019ms step_avg:720.85ms
step:31288/40500 train_loss:1.5358 aux_loss:0.0024 train_time:22546739ms step_avg:720.85ms
step:31289/40500 train_loss:1.5758 aux_loss:0.0024 train_time:22547457ms step_avg:720.85ms
step:31290/40500 train_loss:1.5259 aux_loss:0.0023 train_time:22548176ms step_avg:720.85ms
step:31291/40500 train_loss:1.5475 aux_loss:0.0024 train_time:22548897ms step_avg:720.85ms
step:31292/40500 train_loss:1.4934 aux_loss:0.0025 train_time:22549617ms step_avg:720.85ms
step:31293/40500 train_loss:1.5372 aux_loss:0.0038 train_time:22550336ms step_avg:720.85ms
step:31294/40500 train_loss:1.5155 aux_loss:0.0025 train_time:22551058ms step_avg:720.85ms
step:31295/40500 train_loss:1.5731 aux_loss:0.0024 train_time:22551777ms step_avg:720.85ms
step:31296/40500 train_loss:1.5394 aux_loss:0.0022 train_time:22552496ms step_avg:720.85ms
step:31297/40500 train_loss:1.6219 aux_loss:0.0023 train_time:22553215ms step_avg:720.85ms
step:31298/40500 train_loss:1.6143 aux_loss:0.0029 train_time:22553935ms step_avg:720.85ms
step:31299/40500 train_loss:1.5408 aux_loss:0.0022 train_time:22554655ms step_avg:720.85ms
step:31300/40500 train_loss:1.5768 aux_loss:0.0025 train_time:22555375ms step_avg:720.85ms
step:31301/40500 train_loss:1.5685 aux_loss:0.0022 train_time:22556095ms step_avg:720.85ms
step:31302/40500 train_loss:1.5982 aux_loss:0.0023 train_time:22556814ms step_avg:720.85ms
step:31303/40500 train_loss:1.5784 aux_loss:0.0024 train_time:22557535ms step_avg:720.85ms
step:31304/40500 train_loss:1.5534 aux_loss:0.0024 train_time:22558254ms step_avg:720.85ms
step:31305/40500 train_loss:1.5871 aux_loss:0.0025 train_time:22558975ms step_avg:720.85ms
step:31306/40500 train_loss:1.5492 aux_loss:0.0026 train_time:22559695ms step_avg:720.85ms
step:31307/40500 train_loss:1.5691 aux_loss:0.0025 train_time:22560413ms step_avg:720.85ms
step:31308/40500 train_loss:1.5796 aux_loss:0.0024 train_time:22561133ms step_avg:720.85ms
step:31309/40500 train_loss:1.5806 aux_loss:0.0026 train_time:22561854ms step_avg:720.85ms
step:31310/40500 train_loss:1.6233 aux_loss:0.0026 train_time:22562573ms step_avg:720.85ms
step:31311/40500 train_loss:1.5999 aux_loss:0.0023 train_time:22563292ms step_avg:720.85ms
step:31312/40500 train_loss:1.5311 aux_loss:0.0033 train_time:22564012ms step_avg:720.85ms
step:31313/40500 train_loss:1.5321 aux_loss:0.0024 train_time:22564734ms step_avg:720.85ms
step:31314/40500 train_loss:1.6115 aux_loss:0.0026 train_time:22565453ms step_avg:720.85ms
step:31315/40500 train_loss:1.5805 aux_loss:0.0026 train_time:22566173ms step_avg:720.85ms
step:31316/40500 train_loss:1.5643 aux_loss:0.0022 train_time:22566892ms step_avg:720.85ms
step:31317/40500 train_loss:1.5831 aux_loss:0.0023 train_time:22567612ms step_avg:720.85ms
step:31318/40500 train_loss:1.5903 aux_loss:0.0023 train_time:22568330ms step_avg:720.85ms
step:31319/40500 train_loss:1.5273 aux_loss:0.0024 train_time:22569051ms step_avg:720.85ms
step:31320/40500 train_loss:1.5323 aux_loss:0.0023 train_time:22569771ms step_avg:720.85ms
step:31321/40500 train_loss:1.6222 aux_loss:0.0024 train_time:22570491ms step_avg:720.85ms
step:31322/40500 train_loss:1.5953 aux_loss:0.0029 train_time:22571211ms step_avg:720.85ms
step:31323/40500 train_loss:1.6281 aux_loss:0.0027 train_time:22571931ms step_avg:720.85ms
step:31324/40500 train_loss:1.5152 aux_loss:0.0024 train_time:22572651ms step_avg:720.85ms
step:31325/40500 train_loss:1.5778 aux_loss:0.0025 train_time:22573369ms step_avg:720.85ms
step:31326/40500 train_loss:1.5246 aux_loss:0.0024 train_time:22574090ms step_avg:720.85ms
step:31327/40500 train_loss:1.5489 aux_loss:0.0023 train_time:22574810ms step_avg:720.85ms
step:31328/40500 train_loss:1.5122 aux_loss:0.0026 train_time:22575530ms step_avg:720.85ms
step:31329/40500 train_loss:1.5588 aux_loss:0.0033 train_time:22576251ms step_avg:720.85ms
step:31330/40500 train_loss:1.5244 aux_loss:0.0024 train_time:22576970ms step_avg:720.85ms
step:31331/40500 train_loss:1.5203 aux_loss:0.0023 train_time:22577689ms step_avg:720.85ms
step:31332/40500 train_loss:1.5698 aux_loss:0.0024 train_time:22578409ms step_avg:720.85ms
step:31333/40500 train_loss:1.5756 aux_loss:0.0026 train_time:22579129ms step_avg:720.85ms
step:31334/40500 train_loss:1.5796 aux_loss:0.0025 train_time:22579849ms step_avg:720.85ms
step:31335/40500 train_loss:1.5255 aux_loss:0.0023 train_time:22580568ms step_avg:720.85ms
step:31336/40500 train_loss:1.5856 aux_loss:0.0023 train_time:22581290ms step_avg:720.85ms
step:31337/40500 train_loss:1.5605 aux_loss:0.0025 train_time:22582009ms step_avg:720.85ms
step:31338/40500 train_loss:1.5741 aux_loss:0.0024 train_time:22582728ms step_avg:720.85ms
step:31339/40500 train_loss:1.5745 aux_loss:0.0023 train_time:22583449ms step_avg:720.85ms
step:31340/40500 train_loss:1.5207 aux_loss:0.0025 train_time:22584168ms step_avg:720.85ms
step:31341/40500 train_loss:1.5223 aux_loss:0.0023 train_time:22584888ms step_avg:720.85ms
step:31342/40500 train_loss:1.5596 aux_loss:0.0023 train_time:22585608ms step_avg:720.85ms
step:31343/40500 train_loss:1.5615 aux_loss:0.0023 train_time:22586328ms step_avg:720.85ms
step:31344/40500 train_loss:1.5718 aux_loss:0.0023 train_time:22587047ms step_avg:720.85ms
step:31345/40500 train_loss:1.6129 aux_loss:0.0023 train_time:22587768ms step_avg:720.85ms
step:31346/40500 train_loss:1.5632 aux_loss:0.0024 train_time:22588487ms step_avg:720.85ms
step:31347/40500 train_loss:1.5643 aux_loss:0.0024 train_time:22589206ms step_avg:720.85ms
step:31348/40500 train_loss:1.5155 aux_loss:0.0026 train_time:22589926ms step_avg:720.85ms
step:31349/40500 train_loss:1.5724 aux_loss:0.0024 train_time:22590647ms step_avg:720.85ms
step:31350/40500 train_loss:1.5516 aux_loss:0.0026 train_time:22591367ms step_avg:720.85ms
step:31351/40500 train_loss:1.5922 aux_loss:0.0027 train_time:22592086ms step_avg:720.85ms
step:31352/40500 train_loss:1.5405 aux_loss:0.0023 train_time:22592806ms step_avg:720.85ms
step:31353/40500 train_loss:1.5946 aux_loss:0.0024 train_time:22593525ms step_avg:720.85ms
step:31354/40500 train_loss:1.5060 aux_loss:0.0025 train_time:22594246ms step_avg:720.85ms
step:31355/40500 train_loss:1.5659 aux_loss:0.0025 train_time:22594965ms step_avg:720.85ms
step:31356/40500 train_loss:1.5869 aux_loss:0.0024 train_time:22595685ms step_avg:720.85ms
step:31357/40500 train_loss:1.5319 aux_loss:0.0025 train_time:22596406ms step_avg:720.85ms
step:31358/40500 train_loss:1.5357 aux_loss:0.0026 train_time:22597125ms step_avg:720.85ms
step:31359/40500 train_loss:1.5066 aux_loss:0.0024 train_time:22597844ms step_avg:720.85ms
step:31360/40500 train_loss:1.5504 aux_loss:0.0023 train_time:22598564ms step_avg:720.85ms
step:31361/40500 train_loss:1.4378 aux_loss:0.0023 train_time:22599284ms step_avg:720.85ms
step:31362/40500 train_loss:1.6123 aux_loss:0.0026 train_time:22600004ms step_avg:720.85ms
step:31363/40500 train_loss:1.5068 aux_loss:0.0026 train_time:22600724ms step_avg:720.85ms
step:31364/40500 train_loss:1.5848 aux_loss:0.0025 train_time:22601444ms step_avg:720.85ms
step:31365/40500 train_loss:1.5678 aux_loss:0.0027 train_time:22602163ms step_avg:720.85ms
step:31366/40500 train_loss:1.5720 aux_loss:0.0024 train_time:22602883ms step_avg:720.85ms
step:31367/40500 train_loss:1.5487 aux_loss:0.0026 train_time:22603603ms step_avg:720.85ms
step:31368/40500 train_loss:1.5452 aux_loss:0.0023 train_time:22604322ms step_avg:720.85ms
step:31369/40500 train_loss:1.5123 aux_loss:0.0023 train_time:22605041ms step_avg:720.85ms
step:31370/40500 train_loss:1.5994 aux_loss:0.0023 train_time:22605762ms step_avg:720.85ms
step:31371/40500 train_loss:1.5592 aux_loss:0.0024 train_time:22606482ms step_avg:720.85ms
step:31372/40500 train_loss:1.5997 aux_loss:0.0023 train_time:22607202ms step_avg:720.85ms
step:31373/40500 train_loss:1.6279 aux_loss:0.0028 train_time:22607921ms step_avg:720.85ms
step:31374/40500 train_loss:1.5731 aux_loss:0.0023 train_time:22608642ms step_avg:720.85ms
step:31375/40500 train_loss:1.5768 aux_loss:0.0024 train_time:22609362ms step_avg:720.85ms
step:31376/40500 train_loss:1.6236 aux_loss:0.0023 train_time:22610079ms step_avg:720.85ms
step:31377/40500 train_loss:1.5986 aux_loss:0.0024 train_time:22610799ms step_avg:720.85ms
step:31378/40500 train_loss:1.6111 aux_loss:0.0026 train_time:22611520ms step_avg:720.85ms
step:31379/40500 train_loss:1.5581 aux_loss:0.0024 train_time:22612240ms step_avg:720.85ms
step:31380/40500 train_loss:1.5651 aux_loss:0.0026 train_time:22612961ms step_avg:720.85ms
step:31381/40500 train_loss:1.5413 aux_loss:0.0025 train_time:22613679ms step_avg:720.85ms
step:31382/40500 train_loss:1.5565 aux_loss:0.0025 train_time:22614401ms step_avg:720.85ms
step:31383/40500 train_loss:1.5459 aux_loss:0.0025 train_time:22615121ms step_avg:720.85ms
step:31384/40500 train_loss:1.5402 aux_loss:0.0023 train_time:22615840ms step_avg:720.85ms
step:31385/40500 train_loss:1.5386 aux_loss:0.0022 train_time:22616562ms step_avg:720.85ms
step:31386/40500 train_loss:1.5929 aux_loss:0.0022 train_time:22617283ms step_avg:720.85ms
step:31387/40500 train_loss:1.5598 aux_loss:0.0038 train_time:22618003ms step_avg:720.85ms
step:31388/40500 train_loss:1.5314 aux_loss:0.0025 train_time:22618724ms step_avg:720.85ms
step:31389/40500 train_loss:1.5390 aux_loss:0.0025 train_time:22619445ms step_avg:720.85ms
step:31390/40500 train_loss:1.5435 aux_loss:0.0025 train_time:22620166ms step_avg:720.85ms
step:31391/40500 train_loss:1.5149 aux_loss:0.0022 train_time:22620888ms step_avg:720.85ms
step:31392/40500 train_loss:1.5856 aux_loss:0.0024 train_time:22621610ms step_avg:720.85ms
step:31393/40500 train_loss:1.5043 aux_loss:0.0026 train_time:22622334ms step_avg:720.85ms
step:31394/40500 train_loss:1.5302 aux_loss:0.0022 train_time:22623054ms step_avg:720.85ms
step:31395/40500 train_loss:1.6081 aux_loss:0.0025 train_time:22623774ms step_avg:720.85ms
step:31396/40500 train_loss:1.5153 aux_loss:0.0023 train_time:22624495ms step_avg:720.85ms
step:31397/40500 train_loss:1.5936 aux_loss:0.0025 train_time:22625215ms step_avg:720.85ms
step:31398/40500 train_loss:1.5488 aux_loss:0.0024 train_time:22625936ms step_avg:720.85ms
step:31399/40500 train_loss:1.5863 aux_loss:0.0023 train_time:22626656ms step_avg:720.85ms
step:31400/40500 train_loss:1.5714 aux_loss:0.0024 train_time:22627376ms step_avg:720.85ms
step:31401/40500 train_loss:1.5682 aux_loss:0.0024 train_time:22628095ms step_avg:720.85ms
step:31402/40500 train_loss:1.6006 aux_loss:0.0023 train_time:22628815ms step_avg:720.85ms
step:31403/40500 train_loss:1.5142 aux_loss:0.0024 train_time:22629536ms step_avg:720.85ms
step:31404/40500 train_loss:1.5549 aux_loss:0.0024 train_time:22630256ms step_avg:720.85ms
step:31405/40500 train_loss:1.5624 aux_loss:0.0023 train_time:22630975ms step_avg:720.85ms
step:31406/40500 train_loss:1.5763 aux_loss:0.0024 train_time:22631695ms step_avg:720.85ms
step:31407/40500 train_loss:1.5465 aux_loss:0.0023 train_time:22632414ms step_avg:720.85ms
step:31408/40500 train_loss:1.5346 aux_loss:0.0024 train_time:22633134ms step_avg:720.85ms
step:31409/40500 train_loss:1.5957 aux_loss:0.0025 train_time:22633855ms step_avg:720.85ms
step:31410/40500 train_loss:1.5306 aux_loss:0.0026 train_time:22634576ms step_avg:720.85ms
step:31411/40500 train_loss:1.5587 aux_loss:0.0024 train_time:22635296ms step_avg:720.85ms
step:31412/40500 train_loss:1.5446 aux_loss:0.0025 train_time:22636018ms step_avg:720.85ms
step:31413/40500 train_loss:1.5425 aux_loss:0.0026 train_time:22636740ms step_avg:720.85ms
step:31414/40500 train_loss:1.5120 aux_loss:0.0022 train_time:22637461ms step_avg:720.85ms
step:31415/40500 train_loss:1.5358 aux_loss:0.0025 train_time:22638182ms step_avg:720.85ms
step:31416/40500 train_loss:1.5712 aux_loss:0.0024 train_time:22638905ms step_avg:720.85ms
step:31417/40500 train_loss:1.6099 aux_loss:0.0025 train_time:22639626ms step_avg:720.85ms
step:31418/40500 train_loss:1.5038 aux_loss:0.0023 train_time:22640347ms step_avg:720.85ms
step:31419/40500 train_loss:1.5303 aux_loss:0.0025 train_time:22641069ms step_avg:720.85ms
step:31420/40500 train_loss:1.5240 aux_loss:0.0022 train_time:22641790ms step_avg:720.85ms
step:31421/40500 train_loss:1.5000 aux_loss:0.0023 train_time:22642510ms step_avg:720.85ms
step:31422/40500 train_loss:1.5668 aux_loss:0.0025 train_time:22643231ms step_avg:720.85ms
step:31423/40500 train_loss:1.5683 aux_loss:0.0023 train_time:22643952ms step_avg:720.85ms
step:31424/40500 train_loss:1.6115 aux_loss:0.0024 train_time:22644672ms step_avg:720.85ms
step:31425/40500 train_loss:1.5080 aux_loss:0.0026 train_time:22645391ms step_avg:720.85ms
step:31426/40500 train_loss:1.5260 aux_loss:0.0023 train_time:22646111ms step_avg:720.85ms
step:31427/40500 train_loss:1.6033 aux_loss:0.0023 train_time:22646831ms step_avg:720.85ms
step:31428/40500 train_loss:1.6144 aux_loss:0.0024 train_time:22647550ms step_avg:720.85ms
step:31429/40500 train_loss:1.5772 aux_loss:0.0023 train_time:22648270ms step_avg:720.85ms
step:31430/40500 train_loss:1.6135 aux_loss:0.0023 train_time:22648990ms step_avg:720.85ms
step:31431/40500 train_loss:1.5852 aux_loss:0.0023 train_time:22649709ms step_avg:720.85ms
step:31432/40500 train_loss:1.5466 aux_loss:0.0024 train_time:22650431ms step_avg:720.85ms
step:31433/40500 train_loss:1.5031 aux_loss:0.0026 train_time:22651150ms step_avg:720.85ms
step:31434/40500 train_loss:1.5464 aux_loss:0.0026 train_time:22651868ms step_avg:720.85ms
step:31435/40500 train_loss:1.5340 aux_loss:0.0026 train_time:22652588ms step_avg:720.85ms
step:31436/40500 train_loss:1.5866 aux_loss:0.0027 train_time:22653307ms step_avg:720.85ms
step:31437/40500 train_loss:1.6242 aux_loss:0.0026 train_time:22654027ms step_avg:720.85ms
step:31438/40500 train_loss:1.5270 aux_loss:0.0025 train_time:22654748ms step_avg:720.85ms
step:31439/40500 train_loss:1.5678 aux_loss:0.0024 train_time:22655469ms step_avg:720.85ms
step:31440/40500 train_loss:1.5620 aux_loss:0.0025 train_time:22656190ms step_avg:720.85ms
step:31441/40500 train_loss:1.5612 aux_loss:0.0024 train_time:22656907ms step_avg:720.85ms
step:31442/40500 train_loss:1.5423 aux_loss:0.0025 train_time:22657626ms step_avg:720.85ms
step:31443/40500 train_loss:1.5404 aux_loss:0.0023 train_time:22658345ms step_avg:720.85ms
step:31444/40500 train_loss:1.5951 aux_loss:0.0022 train_time:22659065ms step_avg:720.85ms
step:31445/40500 train_loss:1.5811 aux_loss:0.0026 train_time:22659786ms step_avg:720.85ms
step:31446/40500 train_loss:1.5824 aux_loss:0.0023 train_time:22660505ms step_avg:720.85ms
step:31447/40500 train_loss:1.6095 aux_loss:0.0025 train_time:22661226ms step_avg:720.85ms
step:31448/40500 train_loss:1.5696 aux_loss:0.0024 train_time:22661947ms step_avg:720.85ms
step:31449/40500 train_loss:1.5721 aux_loss:0.0024 train_time:22662664ms step_avg:720.85ms
step:31450/40500 train_loss:1.6151 aux_loss:0.0024 train_time:22663385ms step_avg:720.85ms
step:31451/40500 train_loss:1.6214 aux_loss:0.0026 train_time:22664105ms step_avg:720.85ms
step:31452/40500 train_loss:1.5231 aux_loss:0.0024 train_time:22664825ms step_avg:720.85ms
step:31453/40500 train_loss:1.5529 aux_loss:0.0022 train_time:22665545ms step_avg:720.85ms
step:31454/40500 train_loss:1.5745 aux_loss:0.0026 train_time:22666264ms step_avg:720.85ms
step:31455/40500 train_loss:1.5757 aux_loss:0.0024 train_time:22666983ms step_avg:720.85ms
step:31456/40500 train_loss:1.5555 aux_loss:0.0025 train_time:22667702ms step_avg:720.85ms
step:31457/40500 train_loss:1.6080 aux_loss:0.0056 train_time:22668422ms step_avg:720.85ms
step:31458/40500 train_loss:1.5979 aux_loss:0.0025 train_time:22669142ms step_avg:720.85ms
step:31459/40500 train_loss:1.5700 aux_loss:0.0025 train_time:22669863ms step_avg:720.85ms
step:31460/40500 train_loss:1.5355 aux_loss:0.0024 train_time:22670583ms step_avg:720.85ms
step:31461/40500 train_loss:1.5028 aux_loss:0.0025 train_time:22671301ms step_avg:720.85ms
step:31462/40500 train_loss:1.4970 aux_loss:0.0024 train_time:22672024ms step_avg:720.85ms
step:31463/40500 train_loss:1.5515 aux_loss:0.0025 train_time:22672748ms step_avg:720.85ms
step:31464/40500 train_loss:1.5396 aux_loss:0.0025 train_time:22673469ms step_avg:720.85ms
step:31465/40500 train_loss:1.5614 aux_loss:0.0024 train_time:22674191ms step_avg:720.85ms
step:31466/40500 train_loss:1.5485 aux_loss:0.0026 train_time:22674912ms step_avg:720.85ms
step:31467/40500 train_loss:1.5427 aux_loss:0.0028 train_time:22675635ms step_avg:720.85ms
step:31468/40500 train_loss:1.5197 aux_loss:0.0023 train_time:22676357ms step_avg:720.85ms
step:31469/40500 train_loss:1.5642 aux_loss:0.0023 train_time:22677078ms step_avg:720.85ms
step:31470/40500 train_loss:1.5115 aux_loss:0.0023 train_time:22677797ms step_avg:720.85ms
step:31471/40500 train_loss:1.5292 aux_loss:0.0024 train_time:22678522ms step_avg:720.85ms
step:31472/40500 train_loss:1.5440 aux_loss:0.0023 train_time:22679241ms step_avg:720.85ms
step:31473/40500 train_loss:1.5495 aux_loss:0.0025 train_time:22679960ms step_avg:720.85ms
step:31474/40500 train_loss:1.5295 aux_loss:0.0023 train_time:22680681ms step_avg:720.85ms
step:31475/40500 train_loss:1.5772 aux_loss:0.0024 train_time:22681401ms step_avg:720.85ms
step:31476/40500 train_loss:1.6155 aux_loss:0.0023 train_time:22682121ms step_avg:720.85ms
step:31477/40500 train_loss:1.5610 aux_loss:0.0023 train_time:22682841ms step_avg:720.85ms
step:31478/40500 train_loss:1.5574 aux_loss:0.0024 train_time:22683563ms step_avg:720.85ms
step:31479/40500 train_loss:1.5387 aux_loss:0.0025 train_time:22684283ms step_avg:720.85ms
step:31480/40500 train_loss:1.5154 aux_loss:0.0023 train_time:22685004ms step_avg:720.85ms
step:31481/40500 train_loss:1.5549 aux_loss:0.0023 train_time:22685727ms step_avg:720.85ms
step:31482/40500 train_loss:1.5564 aux_loss:0.0023 train_time:22686449ms step_avg:720.85ms
step:31483/40500 train_loss:1.5912 aux_loss:0.0025 train_time:22687170ms step_avg:720.85ms
step:31484/40500 train_loss:1.5577 aux_loss:0.0028 train_time:22687891ms step_avg:720.85ms
step:31485/40500 train_loss:1.4889 aux_loss:0.0024 train_time:22688616ms step_avg:720.85ms
step:31486/40500 train_loss:1.5097 aux_loss:0.0024 train_time:22689336ms step_avg:720.85ms
step:31487/40500 train_loss:1.5338 aux_loss:0.0025 train_time:22690058ms step_avg:720.85ms
step:31488/40500 train_loss:1.6133 aux_loss:0.0024 train_time:22690777ms step_avg:720.85ms
step:31489/40500 train_loss:1.5586 aux_loss:0.0025 train_time:22691498ms step_avg:720.85ms
step:31490/40500 train_loss:1.5263 aux_loss:0.0024 train_time:22692216ms step_avg:720.85ms
step:31491/40500 train_loss:1.5375 aux_loss:0.0023 train_time:22692937ms step_avg:720.85ms
step:31492/40500 train_loss:1.5211 aux_loss:0.0023 train_time:22693657ms step_avg:720.85ms
step:31493/40500 train_loss:1.5430 aux_loss:0.0024 train_time:22694378ms step_avg:720.85ms
step:31494/40500 train_loss:1.5900 aux_loss:0.0025 train_time:22695101ms step_avg:720.85ms
step:31495/40500 train_loss:1.5617 aux_loss:0.0024 train_time:22695821ms step_avg:720.85ms
step:31496/40500 train_loss:1.5896 aux_loss:0.0024 train_time:22696541ms step_avg:720.85ms
step:31497/40500 train_loss:1.5733 aux_loss:0.0023 train_time:22697259ms step_avg:720.85ms
step:31498/40500 train_loss:1.5477 aux_loss:0.0027 train_time:22697980ms step_avg:720.85ms
step:31499/40500 train_loss:1.5228 aux_loss:0.0024 train_time:22698700ms step_avg:720.85ms
step:31500/40500 train_loss:1.5164 aux_loss:0.0024 train_time:22699423ms step_avg:720.85ms
step:31501/40500 train_loss:1.5416 aux_loss:0.0024 train_time:22700146ms step_avg:720.85ms
step:31502/40500 train_loss:1.6077 aux_loss:0.0024 train_time:22700867ms step_avg:720.85ms
step:31503/40500 train_loss:1.5385 aux_loss:0.0023 train_time:22701588ms step_avg:720.85ms
step:31504/40500 train_loss:1.5231 aux_loss:0.0023 train_time:22702308ms step_avg:720.85ms
step:31505/40500 train_loss:1.5994 aux_loss:0.0024 train_time:22703032ms step_avg:720.85ms
step:31506/40500 train_loss:1.5741 aux_loss:0.0023 train_time:22703753ms step_avg:720.85ms
step:31507/40500 train_loss:1.5708 aux_loss:0.0024 train_time:22704473ms step_avg:720.85ms
step:31508/40500 train_loss:1.5854 aux_loss:0.0024 train_time:22705193ms step_avg:720.85ms
step:31509/40500 train_loss:1.5655 aux_loss:0.0024 train_time:22705912ms step_avg:720.85ms
step:31510/40500 train_loss:1.5314 aux_loss:0.0024 train_time:22706633ms step_avg:720.85ms
step:31511/40500 train_loss:1.5374 aux_loss:0.0025 train_time:22707355ms step_avg:720.85ms
step:31512/40500 train_loss:1.5345 aux_loss:0.0023 train_time:22708075ms step_avg:720.85ms
step:31513/40500 train_loss:1.5916 aux_loss:0.0026 train_time:22708796ms step_avg:720.85ms
step:31514/40500 train_loss:1.5272 aux_loss:0.0023 train_time:22709518ms step_avg:720.85ms
step:31515/40500 train_loss:1.5202 aux_loss:0.0023 train_time:22710239ms step_avg:720.85ms
step:31516/40500 train_loss:1.6065 aux_loss:0.0024 train_time:22710963ms step_avg:720.85ms
step:31517/40500 train_loss:1.5257 aux_loss:0.0022 train_time:22711682ms step_avg:720.85ms
step:31518/40500 train_loss:1.5437 aux_loss:0.0024 train_time:22712404ms step_avg:720.85ms
step:31519/40500 train_loss:1.5803 aux_loss:0.0025 train_time:22713127ms step_avg:720.85ms
step:31520/40500 train_loss:1.5207 aux_loss:0.0023 train_time:22713849ms step_avg:720.85ms
step:31521/40500 train_loss:1.5008 aux_loss:0.0024 train_time:22714569ms step_avg:720.85ms
step:31522/40500 train_loss:1.5739 aux_loss:0.0023 train_time:22715289ms step_avg:720.85ms
step:31523/40500 train_loss:1.5527 aux_loss:0.0024 train_time:22716010ms step_avg:720.85ms
step:31524/40500 train_loss:1.5450 aux_loss:0.0025 train_time:22716729ms step_avg:720.85ms
step:31525/40500 train_loss:1.5584 aux_loss:0.0024 train_time:22717450ms step_avg:720.85ms
step:31526/40500 train_loss:1.5464 aux_loss:0.0024 train_time:22718171ms step_avg:720.85ms
step:31527/40500 train_loss:1.5545 aux_loss:0.0023 train_time:22718891ms step_avg:720.85ms
step:31528/40500 train_loss:1.5845 aux_loss:0.0028 train_time:22719610ms step_avg:720.85ms
step:31529/40500 train_loss:1.5946 aux_loss:0.0023 train_time:22720332ms step_avg:720.85ms
step:31530/40500 train_loss:1.5521 aux_loss:0.0024 train_time:22721050ms step_avg:720.85ms
step:31531/40500 train_loss:1.5913 aux_loss:0.0024 train_time:22721771ms step_avg:720.85ms
step:31532/40500 train_loss:1.5326 aux_loss:0.0024 train_time:22722491ms step_avg:720.85ms
step:31533/40500 train_loss:1.5705 aux_loss:0.0023 train_time:22723212ms step_avg:720.85ms
step:31534/40500 train_loss:1.5172 aux_loss:0.0023 train_time:22723934ms step_avg:720.85ms
step:31535/40500 train_loss:1.5242 aux_loss:0.0023 train_time:22724654ms step_avg:720.85ms
step:31536/40500 train_loss:1.5636 aux_loss:0.0027 train_time:22725374ms step_avg:720.85ms
step:31537/40500 train_loss:1.5501 aux_loss:0.0024 train_time:22726098ms step_avg:720.85ms
step:31538/40500 train_loss:1.5776 aux_loss:0.0027 train_time:22726820ms step_avg:720.85ms
step:31539/40500 train_loss:1.5407 aux_loss:0.0028 train_time:22727541ms step_avg:720.85ms
step:31540/40500 train_loss:1.6308 aux_loss:0.0023 train_time:22728266ms step_avg:720.85ms
step:31541/40500 train_loss:1.5292 aux_loss:0.0025 train_time:22728985ms step_avg:720.85ms
step:31542/40500 train_loss:1.5470 aux_loss:0.0025 train_time:22729708ms step_avg:720.85ms
step:31543/40500 train_loss:1.5946 aux_loss:0.0025 train_time:22730427ms step_avg:720.85ms
step:31544/40500 train_loss:1.5567 aux_loss:0.0028 train_time:22731146ms step_avg:720.85ms
step:31545/40500 train_loss:1.5713 aux_loss:0.0027 train_time:22731865ms step_avg:720.85ms
step:31546/40500 train_loss:1.5388 aux_loss:0.0023 train_time:22732586ms step_avg:720.85ms
step:31547/40500 train_loss:1.5799 aux_loss:0.0022 train_time:22733306ms step_avg:720.85ms
step:31548/40500 train_loss:1.6229 aux_loss:0.0025 train_time:22734026ms step_avg:720.85ms
step:31549/40500 train_loss:1.5767 aux_loss:0.0024 train_time:22734746ms step_avg:720.85ms
step:31550/40500 train_loss:1.5421 aux_loss:0.0027 train_time:22735465ms step_avg:720.85ms
step:31551/40500 train_loss:1.5061 aux_loss:0.0022 train_time:22736185ms step_avg:720.85ms
step:31552/40500 train_loss:1.5872 aux_loss:0.0024 train_time:22736905ms step_avg:720.85ms
step:31553/40500 train_loss:1.6106 aux_loss:0.0027 train_time:22737626ms step_avg:720.85ms
step:31554/40500 train_loss:1.5445 aux_loss:0.0025 train_time:22738347ms step_avg:720.85ms
step:31555/40500 train_loss:1.4833 aux_loss:0.0024 train_time:22739065ms step_avg:720.85ms
step:31556/40500 train_loss:1.5877 aux_loss:0.0025 train_time:22739784ms step_avg:720.85ms
step:31557/40500 train_loss:1.5536 aux_loss:0.0022 train_time:22740504ms step_avg:720.85ms
step:31558/40500 train_loss:1.5905 aux_loss:0.0026 train_time:22741223ms step_avg:720.85ms
step:31559/40500 train_loss:1.5641 aux_loss:0.0023 train_time:22741943ms step_avg:720.85ms
step:31560/40500 train_loss:1.6325 aux_loss:0.0024 train_time:22742664ms step_avg:720.85ms
step:31561/40500 train_loss:1.5869 aux_loss:0.0026 train_time:22743386ms step_avg:720.85ms
step:31562/40500 train_loss:1.5381 aux_loss:0.0026 train_time:22744104ms step_avg:720.85ms
step:31563/40500 train_loss:1.5456 aux_loss:0.0024 train_time:22744823ms step_avg:720.85ms
step:31564/40500 train_loss:1.5623 aux_loss:0.0023 train_time:22745545ms step_avg:720.85ms
step:31565/40500 train_loss:1.5305 aux_loss:0.0023 train_time:22746263ms step_avg:720.84ms
step:31566/40500 train_loss:1.5365 aux_loss:0.0023 train_time:22746981ms step_avg:720.84ms
step:31567/40500 train_loss:1.5438 aux_loss:0.0023 train_time:22747703ms step_avg:720.84ms
step:31568/40500 train_loss:1.5649 aux_loss:0.0025 train_time:22748424ms step_avg:720.84ms
step:31569/40500 train_loss:1.5429 aux_loss:0.0024 train_time:22749143ms step_avg:720.84ms
step:31570/40500 train_loss:1.5248 aux_loss:0.0023 train_time:22749864ms step_avg:720.84ms
step:31571/40500 train_loss:1.5987 aux_loss:0.0024 train_time:22750587ms step_avg:720.84ms
step:31572/40500 train_loss:1.6237 aux_loss:0.0025 train_time:22751307ms step_avg:720.84ms
step:31573/40500 train_loss:1.5826 aux_loss:0.0026 train_time:22752028ms step_avg:720.84ms
step:31574/40500 train_loss:1.5627 aux_loss:0.0026 train_time:22752748ms step_avg:720.84ms
step:31575/40500 train_loss:1.5756 aux_loss:0.0025 train_time:22753471ms step_avg:720.84ms
step:31576/40500 train_loss:1.5783 aux_loss:0.0024 train_time:22754191ms step_avg:720.84ms
step:31577/40500 train_loss:1.5501 aux_loss:0.0024 train_time:22754913ms step_avg:720.84ms
step:31578/40500 train_loss:1.5600 aux_loss:0.0027 train_time:22755634ms step_avg:720.84ms
step:31579/40500 train_loss:1.5484 aux_loss:0.0031 train_time:22756355ms step_avg:720.84ms
step:31580/40500 train_loss:1.5390 aux_loss:0.0026 train_time:22757077ms step_avg:720.85ms
step:31581/40500 train_loss:1.5983 aux_loss:0.0023 train_time:22757799ms step_avg:720.85ms
step:31582/40500 train_loss:1.5535 aux_loss:0.0023 train_time:22758520ms step_avg:720.85ms
step:31583/40500 train_loss:1.5690 aux_loss:0.0024 train_time:22759240ms step_avg:720.85ms
step:31584/40500 train_loss:1.5268 aux_loss:0.0023 train_time:22759961ms step_avg:720.85ms
step:31585/40500 train_loss:1.5432 aux_loss:0.0024 train_time:22760683ms step_avg:720.85ms
step:31586/40500 train_loss:1.5853 aux_loss:0.0023 train_time:22761404ms step_avg:720.85ms
step:31587/40500 train_loss:1.5922 aux_loss:0.0024 train_time:22762123ms step_avg:720.85ms
step:31588/40500 train_loss:1.5874 aux_loss:0.0024 train_time:22762846ms step_avg:720.85ms
step:31589/40500 train_loss:1.5753 aux_loss:0.0024 train_time:22763567ms step_avg:720.85ms
step:31590/40500 train_loss:1.5455 aux_loss:0.0026 train_time:22764289ms step_avg:720.85ms
step:31591/40500 train_loss:1.5334 aux_loss:0.0024 train_time:22765012ms step_avg:720.85ms
step:31592/40500 train_loss:1.5541 aux_loss:0.0025 train_time:22765734ms step_avg:720.85ms
step:31593/40500 train_loss:1.5032 aux_loss:0.0023 train_time:22766454ms step_avg:720.85ms
step:31594/40500 train_loss:1.5789 aux_loss:0.0023 train_time:22767175ms step_avg:720.85ms
step:31595/40500 train_loss:1.5538 aux_loss:0.0024 train_time:22767896ms step_avg:720.85ms
step:31596/40500 train_loss:1.5528 aux_loss:0.0024 train_time:22768615ms step_avg:720.85ms
step:31597/40500 train_loss:1.5999 aux_loss:0.0025 train_time:22769336ms step_avg:720.85ms
step:31598/40500 train_loss:1.5248 aux_loss:0.0025 train_time:22770058ms step_avg:720.85ms
step:31599/40500 train_loss:1.5443 aux_loss:0.0025 train_time:22770778ms step_avg:720.85ms
step:31600/40500 train_loss:1.6393 aux_loss:0.0025 train_time:22771499ms step_avg:720.85ms
step:31601/40500 train_loss:1.5872 aux_loss:0.0026 train_time:22772223ms step_avg:720.85ms
step:31602/40500 train_loss:1.5789 aux_loss:0.0024 train_time:22772944ms step_avg:720.85ms
step:31603/40500 train_loss:1.5658 aux_loss:0.0024 train_time:22773664ms step_avg:720.85ms
step:31604/40500 train_loss:1.5446 aux_loss:0.0025 train_time:22774386ms step_avg:720.85ms
step:31605/40500 train_loss:1.5861 aux_loss:0.0024 train_time:22775108ms step_avg:720.85ms
step:31606/40500 train_loss:1.5350 aux_loss:0.0026 train_time:22775830ms step_avg:720.85ms
step:31607/40500 train_loss:1.5457 aux_loss:0.0022 train_time:22776550ms step_avg:720.85ms
step:31608/40500 train_loss:1.5823 aux_loss:0.0025 train_time:22777269ms step_avg:720.85ms
step:31609/40500 train_loss:1.5367 aux_loss:0.0025 train_time:22777990ms step_avg:720.85ms
step:31610/40500 train_loss:1.5791 aux_loss:0.0027 train_time:22778710ms step_avg:720.85ms
step:31611/40500 train_loss:1.4963 aux_loss:0.0022 train_time:22779433ms step_avg:720.85ms
step:31612/40500 train_loss:1.6092 aux_loss:0.0023 train_time:22780153ms step_avg:720.85ms
step:31613/40500 train_loss:1.5829 aux_loss:0.0024 train_time:22780875ms step_avg:720.85ms
step:31614/40500 train_loss:1.5166 aux_loss:0.0023 train_time:22781595ms step_avg:720.85ms
step:31615/40500 train_loss:1.6054 aux_loss:0.0024 train_time:22782313ms step_avg:720.85ms
step:31616/40500 train_loss:1.5248 aux_loss:0.0025 train_time:22783035ms step_avg:720.85ms
step:31617/40500 train_loss:1.5436 aux_loss:0.0026 train_time:22783755ms step_avg:720.85ms
step:31618/40500 train_loss:1.5160 aux_loss:0.0025 train_time:22784477ms step_avg:720.85ms
step:31619/40500 train_loss:1.5551 aux_loss:0.0024 train_time:22785198ms step_avg:720.85ms
step:31620/40500 train_loss:1.5610 aux_loss:0.0022 train_time:22785919ms step_avg:720.85ms
step:31621/40500 train_loss:1.5597 aux_loss:0.0024 train_time:22786641ms step_avg:720.85ms
step:31622/40500 train_loss:1.5144 aux_loss:0.0026 train_time:22787364ms step_avg:720.85ms
step:31623/40500 train_loss:1.5713 aux_loss:0.0024 train_time:22788086ms step_avg:720.85ms
step:31624/40500 train_loss:1.5756 aux_loss:0.0023 train_time:22788807ms step_avg:720.85ms
step:31625/40500 train_loss:1.5793 aux_loss:0.0023 train_time:22789529ms step_avg:720.85ms
step:31626/40500 train_loss:1.5529 aux_loss:0.0023 train_time:22790250ms step_avg:720.85ms
step:31627/40500 train_loss:1.5875 aux_loss:0.0024 train_time:22790971ms step_avg:720.85ms
step:31628/40500 train_loss:1.5592 aux_loss:0.0024 train_time:22791692ms step_avg:720.85ms
step:31629/40500 train_loss:1.6388 aux_loss:0.0024 train_time:22792412ms step_avg:720.85ms
step:31630/40500 train_loss:1.5556 aux_loss:0.0025 train_time:22793134ms step_avg:720.85ms
step:31631/40500 train_loss:1.4958 aux_loss:0.0024 train_time:22793855ms step_avg:720.85ms
step:31632/40500 train_loss:1.5466 aux_loss:0.0025 train_time:22794577ms step_avg:720.85ms
step:31633/40500 train_loss:1.5530 aux_loss:0.0026 train_time:22795297ms step_avg:720.85ms
step:31634/40500 train_loss:1.5112 aux_loss:0.0026 train_time:22796020ms step_avg:720.85ms
step:31635/40500 train_loss:1.5658 aux_loss:0.0024 train_time:22796742ms step_avg:720.85ms
step:31636/40500 train_loss:1.5906 aux_loss:0.0024 train_time:22797464ms step_avg:720.85ms
step:31637/40500 train_loss:1.5496 aux_loss:0.0024 train_time:22798186ms step_avg:720.85ms
step:31638/40500 train_loss:1.5649 aux_loss:0.0025 train_time:22798907ms step_avg:720.85ms
step:31639/40500 train_loss:1.5382 aux_loss:0.0023 train_time:22799630ms step_avg:720.85ms
step:31640/40500 train_loss:1.6084 aux_loss:0.0024 train_time:22800349ms step_avg:720.85ms
step:31641/40500 train_loss:1.5069 aux_loss:0.0022 train_time:22801067ms step_avg:720.85ms
step:31642/40500 train_loss:1.5684 aux_loss:0.0023 train_time:22801787ms step_avg:720.85ms
step:31643/40500 train_loss:1.5304 aux_loss:0.0025 train_time:22802506ms step_avg:720.85ms
step:31644/40500 train_loss:1.5910 aux_loss:0.0023 train_time:22803226ms step_avg:720.85ms
step:31645/40500 train_loss:1.5688 aux_loss:0.0024 train_time:22803948ms step_avg:720.85ms
step:31646/40500 train_loss:1.5520 aux_loss:0.0023 train_time:22804672ms step_avg:720.85ms
step:31647/40500 train_loss:1.6026 aux_loss:0.0025 train_time:22805393ms step_avg:720.85ms
step:31648/40500 train_loss:1.6086 aux_loss:0.0025 train_time:22806114ms step_avg:720.85ms
step:31649/40500 train_loss:1.5606 aux_loss:0.0024 train_time:22806837ms step_avg:720.85ms
step:31650/40500 train_loss:1.5225 aux_loss:0.0023 train_time:22807557ms step_avg:720.85ms
step:31651/40500 train_loss:1.5134 aux_loss:0.0024 train_time:22808278ms step_avg:720.85ms
step:31652/40500 train_loss:1.4982 aux_loss:0.0024 train_time:22809001ms step_avg:720.85ms
step:31653/40500 train_loss:1.5239 aux_loss:0.0039 train_time:22809723ms step_avg:720.85ms
step:31654/40500 train_loss:1.5379 aux_loss:0.0025 train_time:22810443ms step_avg:720.85ms
step:31655/40500 train_loss:1.5707 aux_loss:0.0024 train_time:22811164ms step_avg:720.85ms
step:31656/40500 train_loss:1.5650 aux_loss:0.0026 train_time:22811884ms step_avg:720.85ms
step:31657/40500 train_loss:1.5322 aux_loss:0.0023 train_time:22812606ms step_avg:720.85ms
step:31658/40500 train_loss:1.5643 aux_loss:0.0026 train_time:22813325ms step_avg:720.85ms
step:31659/40500 train_loss:1.5539 aux_loss:0.0028 train_time:22814046ms step_avg:720.85ms
step:31660/40500 train_loss:1.5883 aux_loss:0.0024 train_time:22814769ms step_avg:720.85ms
step:31661/40500 train_loss:1.5677 aux_loss:0.0024 train_time:22815489ms step_avg:720.85ms
step:31662/40500 train_loss:1.5577 aux_loss:0.0024 train_time:22816210ms step_avg:720.85ms
step:31663/40500 train_loss:1.5677 aux_loss:0.0024 train_time:22816931ms step_avg:720.85ms
step:31664/40500 train_loss:1.5413 aux_loss:0.0024 train_time:22817653ms step_avg:720.85ms
step:31665/40500 train_loss:1.5720 aux_loss:0.0024 train_time:22818375ms step_avg:720.85ms
step:31666/40500 train_loss:1.5600 aux_loss:0.0025 train_time:22819096ms step_avg:720.85ms
step:31667/40500 train_loss:1.5391 aux_loss:0.0025 train_time:22819818ms step_avg:720.85ms
step:31668/40500 train_loss:1.5608 aux_loss:0.0025 train_time:22820540ms step_avg:720.85ms
step:31669/40500 train_loss:1.5910 aux_loss:0.0028 train_time:22821260ms step_avg:720.85ms
step:31670/40500 train_loss:1.5726 aux_loss:0.0024 train_time:22821982ms step_avg:720.85ms
step:31671/40500 train_loss:1.5723 aux_loss:0.0025 train_time:22822702ms step_avg:720.85ms
step:31672/40500 train_loss:1.5156 aux_loss:0.0027 train_time:22823424ms step_avg:720.85ms
step:31673/40500 train_loss:1.5607 aux_loss:0.0024 train_time:22824146ms step_avg:720.85ms
step:31674/40500 train_loss:1.5741 aux_loss:0.0024 train_time:22824867ms step_avg:720.85ms
step:31675/40500 train_loss:1.5683 aux_loss:0.0023 train_time:22825590ms step_avg:720.85ms
step:31676/40500 train_loss:1.5827 aux_loss:0.0026 train_time:22826314ms step_avg:720.85ms
step:31677/40500 train_loss:1.5844 aux_loss:0.0024 train_time:22827037ms step_avg:720.85ms
step:31678/40500 train_loss:1.5157 aux_loss:0.0024 train_time:22827758ms step_avg:720.85ms
step:31679/40500 train_loss:1.5503 aux_loss:0.0022 train_time:22828479ms step_avg:720.85ms
step:31680/40500 train_loss:1.5023 aux_loss:0.0026 train_time:22829201ms step_avg:720.85ms
step:31681/40500 train_loss:1.6120 aux_loss:0.0024 train_time:22829923ms step_avg:720.85ms
step:31682/40500 train_loss:1.5315 aux_loss:0.0023 train_time:22830645ms step_avg:720.85ms
step:31683/40500 train_loss:1.5213 aux_loss:0.0023 train_time:22831367ms step_avg:720.85ms
step:31684/40500 train_loss:1.5663 aux_loss:0.0026 train_time:22832092ms step_avg:720.85ms
step:31685/40500 train_loss:1.5614 aux_loss:0.0024 train_time:22832815ms step_avg:720.85ms
step:31686/40500 train_loss:1.5834 aux_loss:0.0025 train_time:22833536ms step_avg:720.85ms
step:31687/40500 train_loss:1.5602 aux_loss:0.0023 train_time:22834257ms step_avg:720.85ms
step:31688/40500 train_loss:1.5502 aux_loss:0.0024 train_time:22834979ms step_avg:720.85ms
step:31689/40500 train_loss:1.5660 aux_loss:0.0026 train_time:22835700ms step_avg:720.85ms
step:31690/40500 train_loss:1.6064 aux_loss:0.0025 train_time:22836421ms step_avg:720.85ms
step:31691/40500 train_loss:1.5466 aux_loss:0.0023 train_time:22837141ms step_avg:720.85ms
step:31692/40500 train_loss:1.5178 aux_loss:0.0023 train_time:22837863ms step_avg:720.85ms
step:31693/40500 train_loss:1.6497 aux_loss:0.0023 train_time:22838586ms step_avg:720.85ms
step:31694/40500 train_loss:1.6165 aux_loss:0.0027 train_time:22839308ms step_avg:720.85ms
step:31695/40500 train_loss:1.5470 aux_loss:0.0023 train_time:22840029ms step_avg:720.85ms
step:31696/40500 train_loss:1.5441 aux_loss:0.0023 train_time:22840753ms step_avg:720.85ms
step:31697/40500 train_loss:1.5365 aux_loss:0.0025 train_time:22841474ms step_avg:720.85ms
step:31698/40500 train_loss:1.5924 aux_loss:0.0032 train_time:22842194ms step_avg:720.85ms
step:31699/40500 train_loss:1.5623 aux_loss:0.0025 train_time:22842915ms step_avg:720.85ms
step:31700/40500 train_loss:1.6063 aux_loss:0.0031 train_time:22843635ms step_avg:720.85ms
step:31701/40500 train_loss:1.5452 aux_loss:0.0024 train_time:22844356ms step_avg:720.85ms
step:31702/40500 train_loss:1.5929 aux_loss:0.0024 train_time:22845077ms step_avg:720.85ms
step:31703/40500 train_loss:1.6257 aux_loss:0.0025 train_time:22845798ms step_avg:720.85ms
step:31704/40500 train_loss:1.5615 aux_loss:0.0022 train_time:22846518ms step_avg:720.85ms
step:31705/40500 train_loss:1.5861 aux_loss:0.0023 train_time:22847240ms step_avg:720.85ms
step:31706/40500 train_loss:1.5653 aux_loss:0.0022 train_time:22847961ms step_avg:720.85ms
step:31707/40500 train_loss:1.5967 aux_loss:0.0025 train_time:22848682ms step_avg:720.85ms
step:31708/40500 train_loss:1.6071 aux_loss:0.0026 train_time:22849406ms step_avg:720.85ms
step:31709/40500 train_loss:1.6257 aux_loss:0.0026 train_time:22850125ms step_avg:720.85ms
step:31710/40500 train_loss:1.5611 aux_loss:0.0032 train_time:22850849ms step_avg:720.85ms
step:31711/40500 train_loss:1.5918 aux_loss:0.0028 train_time:22851570ms step_avg:720.85ms
step:31712/40500 train_loss:1.5744 aux_loss:0.0025 train_time:22852292ms step_avg:720.85ms
step:31713/40500 train_loss:1.5527 aux_loss:0.0024 train_time:22853011ms step_avg:720.85ms
step:31714/40500 train_loss:1.5309 aux_loss:0.0023 train_time:22853732ms step_avg:720.85ms
step:31715/40500 train_loss:1.5649 aux_loss:0.0024 train_time:22854453ms step_avg:720.85ms
step:31716/40500 train_loss:1.5286 aux_loss:0.0024 train_time:22855172ms step_avg:720.85ms
step:31717/40500 train_loss:1.5878 aux_loss:0.0024 train_time:22855893ms step_avg:720.85ms
step:31718/40500 train_loss:1.5344 aux_loss:0.0024 train_time:22856614ms step_avg:720.85ms
step:31719/40500 train_loss:1.5147 aux_loss:0.0023 train_time:22857333ms step_avg:720.85ms
step:31720/40500 train_loss:1.5610 aux_loss:0.0026 train_time:22858055ms step_avg:720.85ms
step:31721/40500 train_loss:1.5611 aux_loss:0.0024 train_time:22858774ms step_avg:720.85ms
step:31722/40500 train_loss:1.5440 aux_loss:0.0024 train_time:22859496ms step_avg:720.85ms
step:31723/40500 train_loss:1.6040 aux_loss:0.0031 train_time:22860216ms step_avg:720.85ms
step:31724/40500 train_loss:1.5086 aux_loss:0.0023 train_time:22860937ms step_avg:720.85ms
step:31725/40500 train_loss:1.5411 aux_loss:0.0025 train_time:22861658ms step_avg:720.85ms
step:31726/40500 train_loss:1.5564 aux_loss:0.0024 train_time:22862379ms step_avg:720.85ms
step:31727/40500 train_loss:1.5168 aux_loss:0.0024 train_time:22863102ms step_avg:720.85ms
step:31728/40500 train_loss:1.5306 aux_loss:0.0025 train_time:22863824ms step_avg:720.85ms
step:31729/40500 train_loss:1.5321 aux_loss:0.0023 train_time:22864544ms step_avg:720.85ms
step:31730/40500 train_loss:1.5716 aux_loss:0.0023 train_time:22865265ms step_avg:720.85ms
step:31731/40500 train_loss:1.5779 aux_loss:0.0022 train_time:22865986ms step_avg:720.85ms
step:31732/40500 train_loss:1.5827 aux_loss:0.0024 train_time:22866707ms step_avg:720.85ms
step:31733/40500 train_loss:1.5814 aux_loss:0.0023 train_time:22867427ms step_avg:720.85ms
step:31734/40500 train_loss:1.5249 aux_loss:0.0023 train_time:22868147ms step_avg:720.85ms
step:31735/40500 train_loss:1.4939 aux_loss:0.0024 train_time:22868868ms step_avg:720.85ms
step:31736/40500 train_loss:1.5335 aux_loss:0.0024 train_time:22869588ms step_avg:720.85ms
step:31737/40500 train_loss:1.5514 aux_loss:0.0025 train_time:22870309ms step_avg:720.85ms
step:31738/40500 train_loss:1.5677 aux_loss:0.0027 train_time:22871029ms step_avg:720.85ms
step:31739/40500 train_loss:1.6185 aux_loss:0.0026 train_time:22871748ms step_avg:720.85ms
step:31740/40500 train_loss:1.5795 aux_loss:0.0025 train_time:22872466ms step_avg:720.85ms
step:31741/40500 train_loss:1.5940 aux_loss:0.0025 train_time:22873186ms step_avg:720.85ms
step:31742/40500 train_loss:1.5945 aux_loss:0.0024 train_time:22873906ms step_avg:720.85ms
step:31743/40500 train_loss:1.5340 aux_loss:0.0023 train_time:22874625ms step_avg:720.85ms
step:31744/40500 train_loss:1.5851 aux_loss:0.0025 train_time:22875347ms step_avg:720.85ms
step:31745/40500 train_loss:1.5075 aux_loss:0.0025 train_time:22876069ms step_avg:720.85ms
step:31746/40500 train_loss:1.5626 aux_loss:0.0023 train_time:22876786ms step_avg:720.85ms
step:31747/40500 train_loss:1.6367 aux_loss:0.0023 train_time:22877506ms step_avg:720.85ms
step:31748/40500 train_loss:1.5342 aux_loss:0.0025 train_time:22878225ms step_avg:720.85ms
step:31749/40500 train_loss:1.5430 aux_loss:0.0021 train_time:22878945ms step_avg:720.85ms
step:31750/40500 train_loss:1.6077 aux_loss:0.0021 train_time:22879665ms step_avg:720.85ms
step:31751/40500 train_loss:1.5027 aux_loss:0.0023 train_time:22880388ms step_avg:720.85ms
step:31752/40500 train_loss:1.5981 aux_loss:0.0026 train_time:22881109ms step_avg:720.85ms
step:31753/40500 train_loss:1.5550 aux_loss:0.0024 train_time:22881830ms step_avg:720.85ms
step:31754/40500 train_loss:1.5905 aux_loss:0.0023 train_time:22882551ms step_avg:720.85ms
step:31755/40500 train_loss:1.5391 aux_loss:0.0024 train_time:22883275ms step_avg:720.85ms
step:31756/40500 train_loss:1.6076 aux_loss:0.0025 train_time:22883994ms step_avg:720.85ms
step:31757/40500 train_loss:1.5725 aux_loss:0.0024 train_time:22884716ms step_avg:720.85ms
step:31758/40500 train_loss:1.5229 aux_loss:0.0026 train_time:22885439ms step_avg:720.85ms
step:31759/40500 train_loss:1.5329 aux_loss:0.0024 train_time:22886160ms step_avg:720.85ms
step:31760/40500 train_loss:1.5739 aux_loss:0.0023 train_time:22886881ms step_avg:720.85ms
step:31761/40500 train_loss:1.4989 aux_loss:0.0025 train_time:22887601ms step_avg:720.85ms
step:31762/40500 train_loss:1.5175 aux_loss:0.0021 train_time:22888321ms step_avg:720.85ms
step:31763/40500 train_loss:1.5458 aux_loss:0.0025 train_time:22889041ms step_avg:720.85ms
step:31764/40500 train_loss:1.5490 aux_loss:0.0025 train_time:22889762ms step_avg:720.85ms
step:31765/40500 train_loss:1.5430 aux_loss:0.0023 train_time:22890481ms step_avg:720.85ms
step:31766/40500 train_loss:1.5237 aux_loss:0.0024 train_time:22891201ms step_avg:720.85ms
step:31767/40500 train_loss:1.5316 aux_loss:0.0023 train_time:22891921ms step_avg:720.85ms
step:31768/40500 train_loss:1.5590 aux_loss:0.0023 train_time:22892642ms step_avg:720.85ms
step:31769/40500 train_loss:1.5315 aux_loss:0.0023 train_time:22893360ms step_avg:720.85ms
step:31770/40500 train_loss:1.5699 aux_loss:0.0023 train_time:22894081ms step_avg:720.85ms
step:31771/40500 train_loss:1.6049 aux_loss:0.0024 train_time:22894802ms step_avg:720.85ms
step:31772/40500 train_loss:1.4967 aux_loss:0.0023 train_time:22895524ms step_avg:720.85ms
step:31773/40500 train_loss:1.5445 aux_loss:0.0025 train_time:22896242ms step_avg:720.85ms
step:31774/40500 train_loss:1.5544 aux_loss:0.0024 train_time:22896961ms step_avg:720.85ms
step:31775/40500 train_loss:1.6156 aux_loss:0.0023 train_time:22897684ms step_avg:720.85ms
step:31776/40500 train_loss:1.5209 aux_loss:0.0024 train_time:22898403ms step_avg:720.85ms
step:31777/40500 train_loss:1.5520 aux_loss:0.0025 train_time:22899124ms step_avg:720.85ms
step:31778/40500 train_loss:1.4928 aux_loss:0.0026 train_time:22899845ms step_avg:720.85ms
step:31779/40500 train_loss:1.5606 aux_loss:0.0024 train_time:22900566ms step_avg:720.85ms
step:31780/40500 train_loss:1.5764 aux_loss:0.0027 train_time:22901285ms step_avg:720.85ms
step:31781/40500 train_loss:1.5272 aux_loss:0.0026 train_time:22902008ms step_avg:720.85ms
step:31782/40500 train_loss:1.5686 aux_loss:0.0025 train_time:22902728ms step_avg:720.85ms
step:31783/40500 train_loss:1.5158 aux_loss:0.0024 train_time:22903450ms step_avg:720.85ms
step:31784/40500 train_loss:1.5468 aux_loss:0.0022 train_time:22904172ms step_avg:720.85ms
step:31785/40500 train_loss:1.5281 aux_loss:0.0024 train_time:22904892ms step_avg:720.85ms
step:31786/40500 train_loss:1.5443 aux_loss:0.0026 train_time:22905613ms step_avg:720.85ms
step:31787/40500 train_loss:1.4785 aux_loss:0.0023 train_time:22906335ms step_avg:720.85ms
step:31788/40500 train_loss:1.5675 aux_loss:0.0025 train_time:22907055ms step_avg:720.85ms
step:31789/40500 train_loss:1.5437 aux_loss:0.0024 train_time:22907776ms step_avg:720.85ms
step:31790/40500 train_loss:1.5488 aux_loss:0.0023 train_time:22908493ms step_avg:720.85ms
step:31791/40500 train_loss:1.5425 aux_loss:0.0021 train_time:22909215ms step_avg:720.85ms
step:31792/40500 train_loss:1.5280 aux_loss:0.0024 train_time:22909935ms step_avg:720.85ms
step:31793/40500 train_loss:1.5525 aux_loss:0.0023 train_time:22910655ms step_avg:720.85ms
step:31794/40500 train_loss:1.5515 aux_loss:0.0025 train_time:22911374ms step_avg:720.85ms
step:31795/40500 train_loss:1.5908 aux_loss:0.0023 train_time:22912097ms step_avg:720.85ms
step:31796/40500 train_loss:1.5738 aux_loss:0.0022 train_time:22912817ms step_avg:720.85ms
step:31797/40500 train_loss:1.5753 aux_loss:0.0024 train_time:22913537ms step_avg:720.85ms
step:31798/40500 train_loss:1.5783 aux_loss:0.0024 train_time:22914260ms step_avg:720.85ms
step:31799/40500 train_loss:1.5336 aux_loss:0.0025 train_time:22914981ms step_avg:720.85ms
step:31800/40500 train_loss:1.6095 aux_loss:0.0025 train_time:22915702ms step_avg:720.85ms
step:31801/40500 train_loss:1.5749 aux_loss:0.0026 train_time:22916424ms step_avg:720.85ms
step:31802/40500 train_loss:1.5299 aux_loss:0.0024 train_time:22917145ms step_avg:720.85ms
step:31803/40500 train_loss:1.5550 aux_loss:0.0024 train_time:22917867ms step_avg:720.85ms
step:31804/40500 train_loss:1.5326 aux_loss:0.0024 train_time:22918590ms step_avg:720.85ms
step:31805/40500 train_loss:1.5941 aux_loss:0.0024 train_time:22919312ms step_avg:720.85ms
step:31806/40500 train_loss:1.5715 aux_loss:0.0024 train_time:22920033ms step_avg:720.85ms
step:31807/40500 train_loss:1.5105 aux_loss:0.0024 train_time:22920753ms step_avg:720.85ms
step:31808/40500 train_loss:1.5471 aux_loss:0.0025 train_time:22921473ms step_avg:720.85ms
step:31809/40500 train_loss:1.5146 aux_loss:0.0024 train_time:22922194ms step_avg:720.85ms
step:31810/40500 train_loss:1.5764 aux_loss:0.0024 train_time:22922915ms step_avg:720.85ms
step:31811/40500 train_loss:1.6215 aux_loss:0.0025 train_time:22923638ms step_avg:720.85ms
step:31812/40500 train_loss:1.5727 aux_loss:0.0024 train_time:22924361ms step_avg:720.85ms
step:31813/40500 train_loss:1.5724 aux_loss:0.0024 train_time:22925081ms step_avg:720.85ms
step:31814/40500 train_loss:1.5367 aux_loss:0.0022 train_time:22925806ms step_avg:720.85ms
step:31815/40500 train_loss:1.5958 aux_loss:0.0024 train_time:22926531ms step_avg:720.85ms
step:31816/40500 train_loss:1.5564 aux_loss:0.0023 train_time:22927251ms step_avg:720.85ms
step:31817/40500 train_loss:1.5489 aux_loss:0.0025 train_time:22927971ms step_avg:720.85ms
step:31818/40500 train_loss:1.5426 aux_loss:0.0026 train_time:22928691ms step_avg:720.85ms
step:31819/40500 train_loss:1.5922 aux_loss:0.0025 train_time:22929412ms step_avg:720.85ms
step:31820/40500 train_loss:1.5518 aux_loss:0.0024 train_time:22930130ms step_avg:720.85ms
step:31821/40500 train_loss:1.6525 aux_loss:0.0024 train_time:22930850ms step_avg:720.85ms
step:31822/40500 train_loss:1.5904 aux_loss:0.0025 train_time:22931571ms step_avg:720.85ms
step:31823/40500 train_loss:1.5057 aux_loss:0.0024 train_time:22932291ms step_avg:720.85ms
step:31824/40500 train_loss:1.5434 aux_loss:0.0024 train_time:22933012ms step_avg:720.85ms
step:31825/40500 train_loss:1.5434 aux_loss:0.0024 train_time:22933734ms step_avg:720.85ms
step:31826/40500 train_loss:1.5217 aux_loss:0.0024 train_time:22934454ms step_avg:720.85ms
step:31827/40500 train_loss:1.5465 aux_loss:0.0023 train_time:22935174ms step_avg:720.85ms
step:31828/40500 train_loss:1.5488 aux_loss:0.0027 train_time:22935898ms step_avg:720.85ms
step:31829/40500 train_loss:1.5664 aux_loss:0.0024 train_time:22936621ms step_avg:720.85ms
step:31830/40500 train_loss:1.5747 aux_loss:0.0025 train_time:22937340ms step_avg:720.85ms
step:31831/40500 train_loss:1.5579 aux_loss:0.0025 train_time:22938063ms step_avg:720.85ms
step:31832/40500 train_loss:1.5409 aux_loss:0.0025 train_time:22938786ms step_avg:720.85ms
step:31833/40500 train_loss:1.5771 aux_loss:0.0030 train_time:22939506ms step_avg:720.85ms
step:31834/40500 train_loss:1.5468 aux_loss:0.0023 train_time:22940226ms step_avg:720.85ms
step:31835/40500 train_loss:1.5171 aux_loss:0.0026 train_time:22940945ms step_avg:720.85ms
step:31836/40500 train_loss:1.5387 aux_loss:0.0023 train_time:22941666ms step_avg:720.85ms
step:31837/40500 train_loss:1.6232 aux_loss:0.0026 train_time:22942386ms step_avg:720.85ms
step:31838/40500 train_loss:1.5247 aux_loss:0.0023 train_time:22943105ms step_avg:720.85ms
step:31839/40500 train_loss:1.5909 aux_loss:0.0027 train_time:22943828ms step_avg:720.85ms
step:31840/40500 train_loss:1.5646 aux_loss:0.0024 train_time:22944548ms step_avg:720.85ms
step:31841/40500 train_loss:1.5798 aux_loss:0.0024 train_time:22945270ms step_avg:720.85ms
step:31842/40500 train_loss:1.5936 aux_loss:0.0022 train_time:22945990ms step_avg:720.85ms
step:31843/40500 train_loss:1.6044 aux_loss:0.0022 train_time:22946710ms step_avg:720.85ms
step:31844/40500 train_loss:1.5593 aux_loss:0.0023 train_time:22947430ms step_avg:720.85ms
step:31845/40500 train_loss:1.5759 aux_loss:0.0023 train_time:22948152ms step_avg:720.85ms
step:31846/40500 train_loss:1.4865 aux_loss:0.0022 train_time:22948873ms step_avg:720.85ms
step:31847/40500 train_loss:1.5092 aux_loss:0.0023 train_time:22949595ms step_avg:720.85ms
step:31848/40500 train_loss:1.5322 aux_loss:0.0023 train_time:22950312ms step_avg:720.85ms
step:31849/40500 train_loss:1.5400 aux_loss:0.0025 train_time:22951031ms step_avg:720.85ms
step:31850/40500 train_loss:1.5403 aux_loss:0.0025 train_time:22951752ms step_avg:720.85ms
step:31851/40500 train_loss:1.5473 aux_loss:0.0027 train_time:22952474ms step_avg:720.85ms
step:31852/40500 train_loss:1.5029 aux_loss:0.0025 train_time:22953196ms step_avg:720.85ms
step:31853/40500 train_loss:1.5388 aux_loss:0.0023 train_time:22953918ms step_avg:720.85ms
step:31854/40500 train_loss:1.5641 aux_loss:0.0026 train_time:22954639ms step_avg:720.85ms
step:31855/40500 train_loss:1.5901 aux_loss:0.0023 train_time:22955361ms step_avg:720.85ms
step:31856/40500 train_loss:1.5898 aux_loss:0.0026 train_time:22956082ms step_avg:720.85ms
step:31857/40500 train_loss:1.5733 aux_loss:0.0025 train_time:22956801ms step_avg:720.85ms
step:31858/40500 train_loss:1.5567 aux_loss:0.0024 train_time:22957522ms step_avg:720.85ms
step:31859/40500 train_loss:1.5726 aux_loss:0.0024 train_time:22958243ms step_avg:720.85ms
step:31860/40500 train_loss:1.5911 aux_loss:0.0023 train_time:22958963ms step_avg:720.85ms
step:31861/40500 train_loss:1.5392 aux_loss:0.0023 train_time:22959684ms step_avg:720.85ms
step:31862/40500 train_loss:1.5585 aux_loss:0.0025 train_time:22960404ms step_avg:720.85ms
step:31863/40500 train_loss:1.5444 aux_loss:0.0024 train_time:22961125ms step_avg:720.85ms
step:31864/40500 train_loss:1.5553 aux_loss:0.0024 train_time:22961846ms step_avg:720.85ms
step:31865/40500 train_loss:1.5614 aux_loss:0.0025 train_time:22962567ms step_avg:720.85ms
step:31866/40500 train_loss:1.5555 aux_loss:0.0024 train_time:22963288ms step_avg:720.85ms
step:31867/40500 train_loss:1.6076 aux_loss:0.0024 train_time:22964010ms step_avg:720.85ms
step:31868/40500 train_loss:1.5520 aux_loss:0.0026 train_time:22964733ms step_avg:720.85ms
step:31869/40500 train_loss:1.5545 aux_loss:0.0025 train_time:22965455ms step_avg:720.85ms
step:31870/40500 train_loss:1.4831 aux_loss:0.0022 train_time:22966177ms step_avg:720.85ms
step:31871/40500 train_loss:1.5306 aux_loss:0.0024 train_time:22966898ms step_avg:720.85ms
step:31872/40500 train_loss:1.5496 aux_loss:0.0023 train_time:22967618ms step_avg:720.85ms
step:31873/40500 train_loss:1.5492 aux_loss:0.0024 train_time:22968339ms step_avg:720.85ms
step:31874/40500 train_loss:1.5363 aux_loss:0.0025 train_time:22969059ms step_avg:720.85ms
step:31875/40500 train_loss:1.5478 aux_loss:0.0024 train_time:22969777ms step_avg:720.85ms
step:31876/40500 train_loss:1.5316 aux_loss:0.0032 train_time:22970499ms step_avg:720.85ms
step:31877/40500 train_loss:1.5087 aux_loss:0.0025 train_time:22971219ms step_avg:720.85ms
step:31878/40500 train_loss:1.5900 aux_loss:0.0025 train_time:22971938ms step_avg:720.85ms
step:31879/40500 train_loss:1.5268 aux_loss:0.0029 train_time:22972659ms step_avg:720.85ms
step:31880/40500 train_loss:1.5895 aux_loss:0.0024 train_time:22973377ms step_avg:720.85ms
step:31881/40500 train_loss:1.5139 aux_loss:0.0024 train_time:22974099ms step_avg:720.85ms
step:31882/40500 train_loss:1.5829 aux_loss:0.0026 train_time:22974819ms step_avg:720.85ms
step:31883/40500 train_loss:1.5715 aux_loss:0.0026 train_time:22975539ms step_avg:720.85ms
step:31884/40500 train_loss:1.6125 aux_loss:0.0024 train_time:22976260ms step_avg:720.85ms
step:31885/40500 train_loss:1.6297 aux_loss:0.0025 train_time:22976982ms step_avg:720.85ms
step:31886/40500 train_loss:1.5319 aux_loss:0.0031 train_time:22977706ms step_avg:720.85ms
step:31887/40500 train_loss:1.5709 aux_loss:0.0023 train_time:22978427ms step_avg:720.85ms
step:31888/40500 train_loss:1.5176 aux_loss:0.0023 train_time:22979148ms step_avg:720.85ms
step:31889/40500 train_loss:1.5434 aux_loss:0.0025 train_time:22979868ms step_avg:720.85ms
step:31890/40500 train_loss:1.6036 aux_loss:0.0027 train_time:22980590ms step_avg:720.85ms
step:31891/40500 train_loss:1.6251 aux_loss:0.0024 train_time:22981314ms step_avg:720.85ms
step:31892/40500 train_loss:1.5557 aux_loss:0.0027 train_time:22982034ms step_avg:720.85ms
step:31893/40500 train_loss:1.4973 aux_loss:0.0029 train_time:22982754ms step_avg:720.85ms
step:31894/40500 train_loss:1.4943 aux_loss:0.0024 train_time:22983475ms step_avg:720.85ms
step:31895/40500 train_loss:1.5421 aux_loss:0.0023 train_time:22984195ms step_avg:720.85ms
step:31896/40500 train_loss:1.5940 aux_loss:0.0024 train_time:22984915ms step_avg:720.85ms
step:31897/40500 train_loss:1.5314 aux_loss:0.0024 train_time:22985636ms step_avg:720.85ms
step:31898/40500 train_loss:1.4974 aux_loss:0.0023 train_time:22986357ms step_avg:720.85ms
step:31899/40500 train_loss:1.6119 aux_loss:0.0023 train_time:22987077ms step_avg:720.85ms
step:31900/40500 train_loss:1.5216 aux_loss:0.0022 train_time:22987798ms step_avg:720.85ms
step:31901/40500 train_loss:1.5398 aux_loss:0.0023 train_time:22988519ms step_avg:720.85ms
step:31902/40500 train_loss:1.5895 aux_loss:0.0024 train_time:22989241ms step_avg:720.85ms
step:31903/40500 train_loss:1.5765 aux_loss:0.0026 train_time:22989961ms step_avg:720.85ms
step:31904/40500 train_loss:1.5285 aux_loss:0.0027 train_time:22990683ms step_avg:720.85ms
step:31905/40500 train_loss:1.6184 aux_loss:0.0024 train_time:22991406ms step_avg:720.85ms
step:31906/40500 train_loss:1.5788 aux_loss:0.0022 train_time:22992129ms step_avg:720.85ms
step:31907/40500 train_loss:1.5238 aux_loss:0.0023 train_time:22992850ms step_avg:720.85ms
step:31908/40500 train_loss:1.5372 aux_loss:0.0022 train_time:22993569ms step_avg:720.85ms
step:31909/40500 train_loss:1.5805 aux_loss:0.0023 train_time:22994291ms step_avg:720.85ms
step:31910/40500 train_loss:1.5433 aux_loss:0.0023 train_time:22995011ms step_avg:720.85ms
step:31911/40500 train_loss:1.5257 aux_loss:0.0023 train_time:22995730ms step_avg:720.85ms
step:31912/40500 train_loss:1.5150 aux_loss:0.0024 train_time:22996452ms step_avg:720.85ms
step:31913/40500 train_loss:1.5463 aux_loss:0.0023 train_time:22997170ms step_avg:720.85ms
step:31914/40500 train_loss:1.5469 aux_loss:0.0026 train_time:22997891ms step_avg:720.85ms
step:31915/40500 train_loss:1.5139 aux_loss:0.0025 train_time:22998612ms step_avg:720.85ms
step:31916/40500 train_loss:1.5723 aux_loss:0.0029 train_time:22999332ms step_avg:720.85ms
step:31917/40500 train_loss:1.5565 aux_loss:0.0023 train_time:23000053ms step_avg:720.85ms
step:31918/40500 train_loss:1.5167 aux_loss:0.0023 train_time:23000774ms step_avg:720.85ms
step:31919/40500 train_loss:1.5283 aux_loss:0.0025 train_time:23001491ms step_avg:720.85ms
step:31920/40500 train_loss:1.5709 aux_loss:0.0024 train_time:23002209ms step_avg:720.85ms
step:31921/40500 train_loss:1.6024 aux_loss:0.0028 train_time:23002928ms step_avg:720.85ms
step:31922/40500 train_loss:1.5392 aux_loss:0.0026 train_time:23003650ms step_avg:720.85ms
step:31923/40500 train_loss:1.5593 aux_loss:0.0026 train_time:23004370ms step_avg:720.85ms
step:31924/40500 train_loss:1.6064 aux_loss:0.0023 train_time:23005091ms step_avg:720.85ms
step:31925/40500 train_loss:1.5548 aux_loss:0.0023 train_time:23005813ms step_avg:720.85ms
step:31926/40500 train_loss:1.5502 aux_loss:0.0025 train_time:23006530ms step_avg:720.85ms
step:31927/40500 train_loss:1.5469 aux_loss:0.0023 train_time:23007252ms step_avg:720.85ms
step:31928/40500 train_loss:1.5380 aux_loss:0.0025 train_time:23007972ms step_avg:720.85ms
step:31929/40500 train_loss:1.5473 aux_loss:0.0025 train_time:23008694ms step_avg:720.85ms
step:31930/40500 train_loss:1.5955 aux_loss:0.0025 train_time:23009414ms step_avg:720.85ms
step:31931/40500 train_loss:1.5280 aux_loss:0.0025 train_time:23010135ms step_avg:720.85ms
step:31932/40500 train_loss:1.5868 aux_loss:0.0024 train_time:23010856ms step_avg:720.85ms
step:31933/40500 train_loss:1.5835 aux_loss:0.0023 train_time:23011575ms step_avg:720.85ms
step:31934/40500 train_loss:1.5480 aux_loss:0.0023 train_time:23012298ms step_avg:720.85ms
step:31935/40500 train_loss:1.5981 aux_loss:0.0026 train_time:23013018ms step_avg:720.85ms
step:31936/40500 train_loss:1.5419 aux_loss:0.0023 train_time:23013740ms step_avg:720.85ms
step:31937/40500 train_loss:1.5230 aux_loss:0.0024 train_time:23014462ms step_avg:720.85ms
step:31938/40500 train_loss:1.5874 aux_loss:0.0024 train_time:23015182ms step_avg:720.85ms
step:31939/40500 train_loss:1.5774 aux_loss:0.0023 train_time:23015905ms step_avg:720.85ms
step:31940/40500 train_loss:1.5172 aux_loss:0.0021 train_time:23016627ms step_avg:720.85ms
step:31941/40500 train_loss:1.5364 aux_loss:0.0026 train_time:23017348ms step_avg:720.85ms
step:31942/40500 train_loss:1.5408 aux_loss:0.0023 train_time:23018068ms step_avg:720.85ms
step:31943/40500 train_loss:1.5705 aux_loss:0.0023 train_time:23018788ms step_avg:720.85ms
step:31944/40500 train_loss:1.5224 aux_loss:0.0022 train_time:23019509ms step_avg:720.85ms
step:31945/40500 train_loss:1.4923 aux_loss:0.0025 train_time:23020229ms step_avg:720.85ms
step:31946/40500 train_loss:1.5879 aux_loss:0.0022 train_time:23020948ms step_avg:720.85ms
step:31947/40500 train_loss:1.6046 aux_loss:0.0023 train_time:23021668ms step_avg:720.85ms
step:31948/40500 train_loss:1.5447 aux_loss:0.0024 train_time:23022387ms step_avg:720.85ms
step:31949/40500 train_loss:1.5044 aux_loss:0.0024 train_time:23023108ms step_avg:720.85ms
step:31950/40500 train_loss:1.5232 aux_loss:0.0027 train_time:23023827ms step_avg:720.85ms
step:31951/40500 train_loss:1.5398 aux_loss:0.0025 train_time:23024546ms step_avg:720.85ms
step:31952/40500 train_loss:1.5374 aux_loss:0.0025 train_time:23025265ms step_avg:720.85ms
step:31953/40500 train_loss:1.5791 aux_loss:0.0023 train_time:23025985ms step_avg:720.85ms
step:31954/40500 train_loss:1.5877 aux_loss:0.0023 train_time:23026705ms step_avg:720.85ms
step:31955/40500 train_loss:1.5412 aux_loss:0.0023 train_time:23027425ms step_avg:720.85ms
step:31956/40500 train_loss:1.5819 aux_loss:0.0024 train_time:23028145ms step_avg:720.85ms
step:31957/40500 train_loss:1.5389 aux_loss:0.0023 train_time:23028865ms step_avg:720.85ms
step:31958/40500 train_loss:1.5507 aux_loss:0.0023 train_time:23029584ms step_avg:720.85ms
step:31959/40500 train_loss:1.5312 aux_loss:0.0023 train_time:23030302ms step_avg:720.85ms
step:31960/40500 train_loss:1.5457 aux_loss:0.0025 train_time:23031022ms step_avg:720.85ms
step:31961/40500 train_loss:1.6135 aux_loss:0.0025 train_time:23031741ms step_avg:720.85ms
step:31962/40500 train_loss:1.5207 aux_loss:0.0024 train_time:23032460ms step_avg:720.85ms
step:31963/40500 train_loss:1.5275 aux_loss:0.0023 train_time:23033180ms step_avg:720.85ms
step:31964/40500 train_loss:1.5377 aux_loss:0.0022 train_time:23033900ms step_avg:720.85ms
step:31965/40500 train_loss:1.5625 aux_loss:0.0024 train_time:23034620ms step_avg:720.85ms
step:31966/40500 train_loss:1.5548 aux_loss:0.0024 train_time:23035340ms step_avg:720.85ms
step:31967/40500 train_loss:1.6082 aux_loss:0.0024 train_time:23036059ms step_avg:720.85ms
step:31968/40500 train_loss:1.5409 aux_loss:0.0024 train_time:23036778ms step_avg:720.85ms
step:31969/40500 train_loss:1.6302 aux_loss:0.0023 train_time:23037499ms step_avg:720.85ms
step:31970/40500 train_loss:1.5803 aux_loss:0.0022 train_time:23038217ms step_avg:720.85ms
step:31971/40500 train_loss:1.5756 aux_loss:0.0023 train_time:23038937ms step_avg:720.85ms
step:31972/40500 train_loss:1.5114 aux_loss:0.0023 train_time:23039657ms step_avg:720.85ms
step:31973/40500 train_loss:1.5594 aux_loss:0.0025 train_time:23040378ms step_avg:720.85ms
step:31974/40500 train_loss:1.6066 aux_loss:0.0024 train_time:23041098ms step_avg:720.85ms
step:31975/40500 train_loss:1.5549 aux_loss:0.0023 train_time:23041817ms step_avg:720.85ms
step:31976/40500 train_loss:1.5127 aux_loss:0.0023 train_time:23042537ms step_avg:720.85ms
step:31977/40500 train_loss:1.5854 aux_loss:0.0024 train_time:23043257ms step_avg:720.85ms
step:31978/40500 train_loss:1.6092 aux_loss:0.0025 train_time:23043978ms step_avg:720.85ms
step:31979/40500 train_loss:1.6017 aux_loss:0.0023 train_time:23044698ms step_avg:720.85ms
step:31980/40500 train_loss:1.5627 aux_loss:0.0023 train_time:23045417ms step_avg:720.85ms
step:31981/40500 train_loss:1.5838 aux_loss:0.0025 train_time:23046137ms step_avg:720.85ms
step:31982/40500 train_loss:1.5292 aux_loss:0.0025 train_time:23046857ms step_avg:720.85ms
step:31983/40500 train_loss:1.6349 aux_loss:0.0026 train_time:23047577ms step_avg:720.84ms
step:31984/40500 train_loss:1.5718 aux_loss:0.0025 train_time:23048296ms step_avg:720.84ms
step:31985/40500 train_loss:1.4602 aux_loss:0.0022 train_time:23049016ms step_avg:720.84ms
step:31986/40500 train_loss:1.6044 aux_loss:0.0023 train_time:23049736ms step_avg:720.84ms
step:31987/40500 train_loss:1.5540 aux_loss:0.0024 train_time:23050455ms step_avg:720.84ms
step:31988/40500 train_loss:1.5490 aux_loss:0.0025 train_time:23051176ms step_avg:720.84ms
step:31989/40500 train_loss:1.5116 aux_loss:0.0023 train_time:23051896ms step_avg:720.84ms
step:31990/40500 train_loss:1.5588 aux_loss:0.0022 train_time:23052616ms step_avg:720.84ms
step:31991/40500 train_loss:1.5825 aux_loss:0.0023 train_time:23053335ms step_avg:720.84ms
step:31992/40500 train_loss:1.5689 aux_loss:0.0027 train_time:23054054ms step_avg:720.84ms
step:31993/40500 train_loss:1.5335 aux_loss:0.0029 train_time:23054776ms step_avg:720.84ms
step:31994/40500 train_loss:1.5200 aux_loss:0.0023 train_time:23055498ms step_avg:720.84ms
step:31995/40500 train_loss:1.5429 aux_loss:0.0022 train_time:23056217ms step_avg:720.84ms
step:31996/40500 train_loss:1.5487 aux_loss:0.0028 train_time:23056937ms step_avg:720.84ms
step:31997/40500 train_loss:1.5809 aux_loss:0.0026 train_time:23057659ms step_avg:720.84ms
step:31998/40500 train_loss:1.5606 aux_loss:0.0025 train_time:23058380ms step_avg:720.84ms
step:31999/40500 train_loss:1.5220 aux_loss:0.0023 train_time:23059100ms step_avg:720.84ms
step:32000/40500 train_loss:1.4874 aux_loss:0.0023 train_time:23059822ms step_avg:720.84ms
step:32000/40500 val_loss:1.5739 val_aux_loss:0.0026 train_time:23059822ms step_avg:720.84ms
step:32001/40500 train_loss:1.5650 aux_loss:0.0024 train_time:23060548ms step_avg:720.84ms
step:32002/40500 train_loss:1.5113 aux_loss:0.0023 train_time:23061268ms step_avg:720.84ms
step:32003/40500 train_loss:1.6105 aux_loss:0.0028 train_time:23061989ms step_avg:720.84ms
step:32004/40500 train_loss:1.5778 aux_loss:0.0024 train_time:23062710ms step_avg:720.84ms
step:32005/40500 train_loss:1.5428 aux_loss:0.0023 train_time:23063430ms step_avg:720.84ms
step:32006/40500 train_loss:1.5731 aux_loss:0.0023 train_time:23064148ms step_avg:720.84ms
step:32007/40500 train_loss:1.5182 aux_loss:0.0022 train_time:23064870ms step_avg:720.84ms
step:32008/40500 train_loss:1.5480 aux_loss:0.0023 train_time:23065588ms step_avg:720.84ms
step:32009/40500 train_loss:1.5485 aux_loss:0.0025 train_time:23066308ms step_avg:720.84ms
step:32010/40500 train_loss:1.5842 aux_loss:0.0026 train_time:23067027ms step_avg:720.84ms
step:32011/40500 train_loss:1.5082 aux_loss:0.0025 train_time:23067746ms step_avg:720.84ms
step:32012/40500 train_loss:1.5400 aux_loss:0.0026 train_time:23068467ms step_avg:720.84ms
step:32013/40500 train_loss:1.5642 aux_loss:0.0023 train_time:23069188ms step_avg:720.84ms
step:32014/40500 train_loss:1.5973 aux_loss:0.0024 train_time:23069907ms step_avg:720.84ms
step:32015/40500 train_loss:1.6293 aux_loss:0.0026 train_time:23070626ms step_avg:720.84ms
step:32016/40500 train_loss:1.5504 aux_loss:0.0024 train_time:23071347ms step_avg:720.84ms
step:32017/40500 train_loss:1.5615 aux_loss:0.0024 train_time:23072066ms step_avg:720.84ms
step:32018/40500 train_loss:1.5932 aux_loss:0.0024 train_time:23072787ms step_avg:720.84ms
step:32019/40500 train_loss:1.5027 aux_loss:0.0025 train_time:23073509ms step_avg:720.84ms
step:32020/40500 train_loss:1.5604 aux_loss:0.0025 train_time:23074229ms step_avg:720.84ms
step:32021/40500 train_loss:1.5909 aux_loss:0.0023 train_time:23074946ms step_avg:720.84ms
step:32022/40500 train_loss:1.5684 aux_loss:0.0022 train_time:23075666ms step_avg:720.84ms
step:32023/40500 train_loss:1.5023 aux_loss:0.0027 train_time:23076384ms step_avg:720.84ms
step:32024/40500 train_loss:1.5272 aux_loss:0.0027 train_time:23077104ms step_avg:720.84ms
step:32025/40500 train_loss:1.5172 aux_loss:0.0023 train_time:23077824ms step_avg:720.84ms
step:32026/40500 train_loss:1.5437 aux_loss:0.0024 train_time:23078545ms step_avg:720.84ms
step:32027/40500 train_loss:1.5797 aux_loss:0.0025 train_time:23079266ms step_avg:720.84ms
step:32028/40500 train_loss:1.5190 aux_loss:0.0023 train_time:23079985ms step_avg:720.84ms
step:32029/40500 train_loss:1.5864 aux_loss:0.0025 train_time:23080704ms step_avg:720.84ms
step:32030/40500 train_loss:1.6008 aux_loss:0.0024 train_time:23081426ms step_avg:720.84ms
step:32031/40500 train_loss:1.5180 aux_loss:0.0024 train_time:23082143ms step_avg:720.84ms
step:32032/40500 train_loss:1.5106 aux_loss:0.0025 train_time:23082863ms step_avg:720.84ms
step:32033/40500 train_loss:1.5696 aux_loss:0.0025 train_time:23083583ms step_avg:720.84ms
step:32034/40500 train_loss:1.5205 aux_loss:0.0023 train_time:23084305ms step_avg:720.84ms
step:32035/40500 train_loss:1.5791 aux_loss:0.0024 train_time:23085025ms step_avg:720.84ms
step:32036/40500 train_loss:1.6146 aux_loss:0.0026 train_time:23085745ms step_avg:720.84ms
step:32037/40500 train_loss:1.5517 aux_loss:0.0025 train_time:23086466ms step_avg:720.84ms
step:32038/40500 train_loss:1.5749 aux_loss:0.0027 train_time:23087188ms step_avg:720.84ms
step:32039/40500 train_loss:1.5031 aux_loss:0.0023 train_time:23087908ms step_avg:720.84ms
step:32040/40500 train_loss:1.6286 aux_loss:0.0023 train_time:23088627ms step_avg:720.84ms
step:32041/40500 train_loss:1.5999 aux_loss:0.0024 train_time:23089349ms step_avg:720.84ms
step:32042/40500 train_loss:1.5323 aux_loss:0.0024 train_time:23090070ms step_avg:720.84ms
step:32043/40500 train_loss:1.4946 aux_loss:0.0025 train_time:23090794ms step_avg:720.84ms
step:32044/40500 train_loss:1.5568 aux_loss:0.0024 train_time:23091518ms step_avg:720.84ms
step:32045/40500 train_loss:1.5335 aux_loss:0.0024 train_time:23092240ms step_avg:720.84ms
step:32046/40500 train_loss:1.6070 aux_loss:0.0024 train_time:23092960ms step_avg:720.84ms
step:32047/40500 train_loss:1.5313 aux_loss:0.0023 train_time:23093681ms step_avg:720.84ms
step:32048/40500 train_loss:1.5575 aux_loss:0.0024 train_time:23094399ms step_avg:720.84ms
step:32049/40500 train_loss:1.5518 aux_loss:0.0028 train_time:23095119ms step_avg:720.84ms
step:32050/40500 train_loss:1.6079 aux_loss:0.0024 train_time:23095839ms step_avg:720.84ms
step:32051/40500 train_loss:1.5461 aux_loss:0.0022 train_time:23096561ms step_avg:720.84ms
step:32052/40500 train_loss:1.5046 aux_loss:0.0025 train_time:23097280ms step_avg:720.84ms
step:32053/40500 train_loss:1.6291 aux_loss:0.0025 train_time:23098001ms step_avg:720.84ms
step:32054/40500 train_loss:1.5738 aux_loss:0.0027 train_time:23098724ms step_avg:720.84ms
step:32055/40500 train_loss:1.5467 aux_loss:0.0023 train_time:23099444ms step_avg:720.84ms
step:32056/40500 train_loss:1.5494 aux_loss:0.0023 train_time:23100165ms step_avg:720.84ms
step:32057/40500 train_loss:1.5493 aux_loss:0.0025 train_time:23100886ms step_avg:720.84ms
step:32058/40500 train_loss:1.5634 aux_loss:0.0024 train_time:23101608ms step_avg:720.84ms
step:32059/40500 train_loss:1.5165 aux_loss:0.0023 train_time:23102331ms step_avg:720.84ms
step:32060/40500 train_loss:1.5734 aux_loss:0.0024 train_time:23103053ms step_avg:720.84ms
step:32061/40500 train_loss:1.5786 aux_loss:0.0025 train_time:23103774ms step_avg:720.84ms
step:32062/40500 train_loss:1.5653 aux_loss:0.0025 train_time:23104495ms step_avg:720.84ms
step:32063/40500 train_loss:1.5019 aux_loss:0.0027 train_time:23105216ms step_avg:720.84ms
step:32064/40500 train_loss:1.5721 aux_loss:0.0023 train_time:23105936ms step_avg:720.84ms
step:32065/40500 train_loss:1.5687 aux_loss:0.0023 train_time:23106657ms step_avg:720.84ms
step:32066/40500 train_loss:1.5973 aux_loss:0.0024 train_time:23107380ms step_avg:720.84ms
step:32067/40500 train_loss:1.5499 aux_loss:0.0026 train_time:23108098ms step_avg:720.84ms
step:32068/40500 train_loss:1.6099 aux_loss:0.0025 train_time:23108817ms step_avg:720.84ms
step:32069/40500 train_loss:1.5769 aux_loss:0.0025 train_time:23109538ms step_avg:720.84ms
step:32070/40500 train_loss:1.5489 aux_loss:0.0023 train_time:23110257ms step_avg:720.84ms
step:32071/40500 train_loss:1.5754 aux_loss:0.0024 train_time:23110976ms step_avg:720.84ms
step:32072/40500 train_loss:1.5850 aux_loss:0.0023 train_time:23111696ms step_avg:720.84ms
step:32073/40500 train_loss:1.5035 aux_loss:0.0024 train_time:23112419ms step_avg:720.84ms
step:32074/40500 train_loss:1.5282 aux_loss:0.0025 train_time:23113140ms step_avg:720.84ms
step:32075/40500 train_loss:1.5225 aux_loss:0.0026 train_time:23113861ms step_avg:720.84ms
step:32076/40500 train_loss:1.5278 aux_loss:0.0025 train_time:23114582ms step_avg:720.84ms
step:32077/40500 train_loss:1.5732 aux_loss:0.0023 train_time:23115305ms step_avg:720.84ms
step:32078/40500 train_loss:1.5724 aux_loss:0.0024 train_time:23116024ms step_avg:720.84ms
step:32079/40500 train_loss:1.5283 aux_loss:0.0025 train_time:23116745ms step_avg:720.84ms
step:32080/40500 train_loss:1.5200 aux_loss:0.0024 train_time:23117470ms step_avg:720.84ms
step:32081/40500 train_loss:1.5234 aux_loss:0.0027 train_time:23118191ms step_avg:720.84ms
step:32082/40500 train_loss:1.5335 aux_loss:0.0026 train_time:23118911ms step_avg:720.84ms
step:32083/40500 train_loss:1.5481 aux_loss:0.0025 train_time:23119632ms step_avg:720.84ms
step:32084/40500 train_loss:1.5221 aux_loss:0.0024 train_time:23120353ms step_avg:720.84ms
step:32085/40500 train_loss:1.5397 aux_loss:0.0025 train_time:23121073ms step_avg:720.84ms
step:32086/40500 train_loss:1.5061 aux_loss:0.0024 train_time:23121792ms step_avg:720.84ms
step:32087/40500 train_loss:1.5801 aux_loss:0.0025 train_time:23122514ms step_avg:720.84ms
step:32088/40500 train_loss:1.5535 aux_loss:0.0025 train_time:23123234ms step_avg:720.84ms
step:32089/40500 train_loss:1.5522 aux_loss:0.0025 train_time:23123954ms step_avg:720.84ms
step:32090/40500 train_loss:1.4928 aux_loss:0.0024 train_time:23124674ms step_avg:720.84ms
step:32091/40500 train_loss:1.5320 aux_loss:0.0024 train_time:23125394ms step_avg:720.84ms
step:32092/40500 train_loss:1.5410 aux_loss:0.0024 train_time:23126115ms step_avg:720.84ms
step:32093/40500 train_loss:1.5046 aux_loss:0.0022 train_time:23126835ms step_avg:720.84ms
step:32094/40500 train_loss:1.5714 aux_loss:0.0024 train_time:23127555ms step_avg:720.84ms
step:32095/40500 train_loss:1.5153 aux_loss:0.0025 train_time:23128276ms step_avg:720.84ms
step:32096/40500 train_loss:1.5958 aux_loss:0.0023 train_time:23128997ms step_avg:720.84ms
step:32097/40500 train_loss:1.5171 aux_loss:0.0026 train_time:23129719ms step_avg:720.84ms
step:32098/40500 train_loss:1.5327 aux_loss:0.0026 train_time:23130441ms step_avg:720.84ms
step:32099/40500 train_loss:1.5721 aux_loss:0.0024 train_time:23131163ms step_avg:720.84ms
step:32100/40500 train_loss:1.5075 aux_loss:0.0023 train_time:23131886ms step_avg:720.84ms
step:32101/40500 train_loss:1.6223 aux_loss:0.0025 train_time:23132608ms step_avg:720.84ms
step:32102/40500 train_loss:1.5679 aux_loss:0.0024 train_time:23133328ms step_avg:720.84ms
step:32103/40500 train_loss:1.6002 aux_loss:0.0026 train_time:23134047ms step_avg:720.84ms
step:32104/40500 train_loss:1.4965 aux_loss:0.0025 train_time:23134768ms step_avg:720.84ms
step:32105/40500 train_loss:1.5291 aux_loss:0.0029 train_time:23135488ms step_avg:720.84ms
step:32106/40500 train_loss:1.6290 aux_loss:0.0026 train_time:23136209ms step_avg:720.84ms
step:32107/40500 train_loss:1.5466 aux_loss:0.0024 train_time:23136928ms step_avg:720.84ms
step:32108/40500 train_loss:1.5364 aux_loss:0.0025 train_time:23137648ms step_avg:720.84ms
step:32109/40500 train_loss:1.5230 aux_loss:0.0023 train_time:23138368ms step_avg:720.84ms
step:32110/40500 train_loss:1.5907 aux_loss:0.0024 train_time:23139087ms step_avg:720.84ms
step:32111/40500 train_loss:1.5854 aux_loss:0.0026 train_time:23139807ms step_avg:720.84ms
step:32112/40500 train_loss:1.5459 aux_loss:0.0024 train_time:23140527ms step_avg:720.84ms
step:32113/40500 train_loss:1.5738 aux_loss:0.0023 train_time:23141248ms step_avg:720.84ms
step:32114/40500 train_loss:1.5172 aux_loss:0.0022 train_time:23141967ms step_avg:720.84ms
step:32115/40500 train_loss:1.5121 aux_loss:0.0024 train_time:23142687ms step_avg:720.84ms
step:32116/40500 train_loss:1.5866 aux_loss:0.0025 train_time:23143407ms step_avg:720.84ms
step:32117/40500 train_loss:1.4842 aux_loss:0.0025 train_time:23144127ms step_avg:720.84ms
step:32118/40500 train_loss:1.5309 aux_loss:0.0023 train_time:23144848ms step_avg:720.84ms
step:32119/40500 train_loss:1.5488 aux_loss:0.0022 train_time:23145568ms step_avg:720.84ms
step:32120/40500 train_loss:1.5546 aux_loss:0.0024 train_time:23146289ms step_avg:720.84ms
step:32121/40500 train_loss:1.6156 aux_loss:0.0025 train_time:23147010ms step_avg:720.84ms
step:32122/40500 train_loss:1.5730 aux_loss:0.0024 train_time:23147730ms step_avg:720.84ms
step:32123/40500 train_loss:1.5754 aux_loss:0.0023 train_time:23148451ms step_avg:720.84ms
step:32124/40500 train_loss:1.6019 aux_loss:0.0024 train_time:23149171ms step_avg:720.84ms
step:32125/40500 train_loss:1.5710 aux_loss:0.0025 train_time:23149895ms step_avg:720.84ms
step:32126/40500 train_loss:1.5524 aux_loss:0.0025 train_time:23150616ms step_avg:720.84ms
step:32127/40500 train_loss:1.5948 aux_loss:0.0024 train_time:23151337ms step_avg:720.84ms
step:32128/40500 train_loss:1.5306 aux_loss:0.0024 train_time:23152060ms step_avg:720.84ms
step:32129/40500 train_loss:1.5094 aux_loss:0.0025 train_time:23152781ms step_avg:720.84ms
step:32130/40500 train_loss:1.5319 aux_loss:0.0025 train_time:23153501ms step_avg:720.84ms
step:32131/40500 train_loss:1.5439 aux_loss:0.0025 train_time:23154221ms step_avg:720.84ms
step:32132/40500 train_loss:1.5502 aux_loss:0.0023 train_time:23154943ms step_avg:720.84ms
step:32133/40500 train_loss:1.5273 aux_loss:0.0022 train_time:23155662ms step_avg:720.84ms
step:32134/40500 train_loss:1.5708 aux_loss:0.0025 train_time:23156382ms step_avg:720.84ms
step:32135/40500 train_loss:1.6100 aux_loss:0.0025 train_time:23157104ms step_avg:720.84ms
step:32136/40500 train_loss:1.5167 aux_loss:0.0026 train_time:23157823ms step_avg:720.84ms
step:32137/40500 train_loss:1.5942 aux_loss:0.0022 train_time:23158543ms step_avg:720.84ms
step:32138/40500 train_loss:1.5062 aux_loss:0.0023 train_time:23159264ms step_avg:720.84ms
step:32139/40500 train_loss:1.6352 aux_loss:0.0025 train_time:23159983ms step_avg:720.84ms
step:32140/40500 train_loss:1.6155 aux_loss:0.0023 train_time:23160704ms step_avg:720.84ms
step:32141/40500 train_loss:1.5692 aux_loss:0.0027 train_time:23161427ms step_avg:720.84ms
step:32142/40500 train_loss:1.5554 aux_loss:0.0025 train_time:23162146ms step_avg:720.84ms
step:32143/40500 train_loss:1.5771 aux_loss:0.0026 train_time:23162869ms step_avg:720.84ms
step:32144/40500 train_loss:1.5418 aux_loss:0.0025 train_time:23163589ms step_avg:720.84ms
step:32145/40500 train_loss:1.5847 aux_loss:0.0024 train_time:23164313ms step_avg:720.84ms
step:32146/40500 train_loss:1.5439 aux_loss:0.0024 train_time:23165040ms step_avg:720.84ms
step:32147/40500 train_loss:1.5748 aux_loss:0.0025 train_time:23165759ms step_avg:720.84ms
step:32148/40500 train_loss:1.6203 aux_loss:0.0025 train_time:23166478ms step_avg:720.84ms
step:32149/40500 train_loss:1.6075 aux_loss:0.0024 train_time:23167199ms step_avg:720.84ms
step:32150/40500 train_loss:1.5655 aux_loss:0.0026 train_time:23167920ms step_avg:720.84ms
step:32151/40500 train_loss:1.5061 aux_loss:0.0023 train_time:23168642ms step_avg:720.84ms
step:32152/40500 train_loss:1.6196 aux_loss:0.0024 train_time:23169363ms step_avg:720.84ms
step:32153/40500 train_loss:1.5611 aux_loss:0.0025 train_time:23170085ms step_avg:720.84ms
step:32154/40500 train_loss:1.5743 aux_loss:0.0024 train_time:23170805ms step_avg:720.84ms
step:32155/40500 train_loss:1.5779 aux_loss:0.0024 train_time:23171526ms step_avg:720.84ms
step:32156/40500 train_loss:1.5746 aux_loss:0.0023 train_time:23172248ms step_avg:720.84ms
step:32157/40500 train_loss:1.5936 aux_loss:0.0027 train_time:23172965ms step_avg:720.84ms
step:32158/40500 train_loss:1.5085 aux_loss:0.0023 train_time:23173687ms step_avg:720.84ms
step:32159/40500 train_loss:1.5847 aux_loss:0.0026 train_time:23174412ms step_avg:720.84ms
step:32160/40500 train_loss:1.5369 aux_loss:0.0024 train_time:23175134ms step_avg:720.84ms
step:32161/40500 train_loss:1.5564 aux_loss:0.0023 train_time:23175855ms step_avg:720.84ms
step:32162/40500 train_loss:1.5026 aux_loss:0.0023 train_time:23176576ms step_avg:720.84ms
step:32163/40500 train_loss:1.5553 aux_loss:0.0029 train_time:23177296ms step_avg:720.84ms
step:32164/40500 train_loss:1.5659 aux_loss:0.0023 train_time:23178017ms step_avg:720.84ms
step:32165/40500 train_loss:1.5519 aux_loss:0.0024 train_time:23178737ms step_avg:720.84ms
step:32166/40500 train_loss:1.5392 aux_loss:0.0022 train_time:23179459ms step_avg:720.84ms
step:32167/40500 train_loss:1.5238 aux_loss:0.0025 train_time:23180182ms step_avg:720.84ms
step:32168/40500 train_loss:1.5787 aux_loss:0.0025 train_time:23180900ms step_avg:720.84ms
step:32169/40500 train_loss:1.6024 aux_loss:0.0024 train_time:23181622ms step_avg:720.84ms
step:32170/40500 train_loss:1.5846 aux_loss:0.0025 train_time:23182345ms step_avg:720.84ms
step:32171/40500 train_loss:1.5430 aux_loss:0.0028 train_time:23183068ms step_avg:720.84ms
step:32172/40500 train_loss:1.5756 aux_loss:0.0025 train_time:23183790ms step_avg:720.84ms
step:32173/40500 train_loss:1.5819 aux_loss:0.0026 train_time:23184510ms step_avg:720.84ms
step:32174/40500 train_loss:1.5289 aux_loss:0.0024 train_time:23185231ms step_avg:720.84ms
step:32175/40500 train_loss:1.4922 aux_loss:0.0024 train_time:23185951ms step_avg:720.84ms
step:32176/40500 train_loss:1.5825 aux_loss:0.0024 train_time:23186671ms step_avg:720.84ms
step:32177/40500 train_loss:1.6076 aux_loss:0.0024 train_time:23187392ms step_avg:720.84ms
step:32178/40500 train_loss:1.5302 aux_loss:0.0022 train_time:23188113ms step_avg:720.84ms
step:32179/40500 train_loss:1.5225 aux_loss:0.0022 train_time:23188834ms step_avg:720.84ms
step:32180/40500 train_loss:1.5600 aux_loss:0.0023 train_time:23189554ms step_avg:720.84ms
step:32181/40500 train_loss:1.4835 aux_loss:0.0023 train_time:23190274ms step_avg:720.84ms
step:32182/40500 train_loss:1.6043 aux_loss:0.0023 train_time:23190994ms step_avg:720.84ms
step:32183/40500 train_loss:1.5498 aux_loss:0.0023 train_time:23191715ms step_avg:720.84ms
step:32184/40500 train_loss:1.5114 aux_loss:0.0023 train_time:23192435ms step_avg:720.84ms
step:32185/40500 train_loss:1.4962 aux_loss:0.0023 train_time:23193156ms step_avg:720.84ms
step:32186/40500 train_loss:1.6194 aux_loss:0.0024 train_time:23193876ms step_avg:720.84ms
step:32187/40500 train_loss:1.6104 aux_loss:0.0024 train_time:23194596ms step_avg:720.84ms
step:32188/40500 train_loss:1.5204 aux_loss:0.0022 train_time:23195313ms step_avg:720.84ms
step:32189/40500 train_loss:1.5216 aux_loss:0.0023 train_time:23196033ms step_avg:720.84ms
step:32190/40500 train_loss:1.5615 aux_loss:0.0023 train_time:23196751ms step_avg:720.84ms
step:32191/40500 train_loss:1.5559 aux_loss:0.0024 train_time:23197471ms step_avg:720.84ms
step:32192/40500 train_loss:1.5281 aux_loss:0.0023 train_time:23198191ms step_avg:720.84ms
step:32193/40500 train_loss:1.5750 aux_loss:0.0024 train_time:23198911ms step_avg:720.84ms
step:32194/40500 train_loss:1.5028 aux_loss:0.0027 train_time:23199632ms step_avg:720.84ms
step:32195/40500 train_loss:1.5502 aux_loss:0.0024 train_time:23200352ms step_avg:720.84ms
step:32196/40500 train_loss:1.5426 aux_loss:0.0024 train_time:23201072ms step_avg:720.84ms
step:32197/40500 train_loss:1.5680 aux_loss:0.0031 train_time:23201793ms step_avg:720.84ms
step:32198/40500 train_loss:1.5177 aux_loss:0.0026 train_time:23202511ms step_avg:720.84ms
step:32199/40500 train_loss:1.5272 aux_loss:0.0024 train_time:23203231ms step_avg:720.84ms
step:32200/40500 train_loss:1.6139 aux_loss:0.0023 train_time:23203953ms step_avg:720.84ms
step:32201/40500 train_loss:1.5073 aux_loss:0.0023 train_time:23204674ms step_avg:720.84ms
step:32202/40500 train_loss:1.5244 aux_loss:0.0022 train_time:23205394ms step_avg:720.84ms
step:32203/40500 train_loss:1.5524 aux_loss:0.0023 train_time:23206116ms step_avg:720.84ms
step:32204/40500 train_loss:1.5159 aux_loss:0.0026 train_time:23206836ms step_avg:720.84ms
step:32205/40500 train_loss:1.5168 aux_loss:0.0026 train_time:23207558ms step_avg:720.84ms
step:32206/40500 train_loss:1.6029 aux_loss:0.0026 train_time:23208279ms step_avg:720.84ms
step:32207/40500 train_loss:1.5581 aux_loss:0.0028 train_time:23208999ms step_avg:720.84ms
step:32208/40500 train_loss:1.5503 aux_loss:0.0024 train_time:23209722ms step_avg:720.84ms
step:32209/40500 train_loss:1.5295 aux_loss:0.0030 train_time:23210445ms step_avg:720.84ms
step:32210/40500 train_loss:1.5302 aux_loss:0.0024 train_time:23211165ms step_avg:720.84ms
step:32211/40500 train_loss:1.5871 aux_loss:0.0023 train_time:23211885ms step_avg:720.84ms
step:32212/40500 train_loss:1.5863 aux_loss:0.0024 train_time:23212606ms step_avg:720.84ms
step:32213/40500 train_loss:1.5199 aux_loss:0.0026 train_time:23213327ms step_avg:720.84ms
step:32214/40500 train_loss:1.6079 aux_loss:0.0027 train_time:23214047ms step_avg:720.84ms
step:32215/40500 train_loss:1.5067 aux_loss:0.0027 train_time:23214767ms step_avg:720.84ms
step:32216/40500 train_loss:1.5936 aux_loss:0.0025 train_time:23215486ms step_avg:720.84ms
step:32217/40500 train_loss:1.5063 aux_loss:0.0024 train_time:23216205ms step_avg:720.84ms
step:32218/40500 train_loss:1.5676 aux_loss:0.0023 train_time:23216924ms step_avg:720.84ms
step:32219/40500 train_loss:1.5132 aux_loss:0.0025 train_time:23217645ms step_avg:720.84ms
step:32220/40500 train_loss:1.4819 aux_loss:0.0025 train_time:23218365ms step_avg:720.84ms
step:32221/40500 train_loss:1.5197 aux_loss:0.0027 train_time:23219085ms step_avg:720.84ms
step:32222/40500 train_loss:1.5683 aux_loss:0.0023 train_time:23219806ms step_avg:720.84ms
step:32223/40500 train_loss:1.5398 aux_loss:0.0023 train_time:23220524ms step_avg:720.84ms
step:32224/40500 train_loss:1.5308 aux_loss:0.0024 train_time:23221245ms step_avg:720.84ms
step:32225/40500 train_loss:1.5333 aux_loss:0.0026 train_time:23221964ms step_avg:720.84ms
step:32226/40500 train_loss:1.5689 aux_loss:0.0029 train_time:23222684ms step_avg:720.84ms
step:32227/40500 train_loss:1.5512 aux_loss:0.0026 train_time:23223404ms step_avg:720.84ms
step:32228/40500 train_loss:1.6050 aux_loss:0.0024 train_time:23224126ms step_avg:720.84ms
step:32229/40500 train_loss:1.5397 aux_loss:0.0026 train_time:23224843ms step_avg:720.84ms
step:32230/40500 train_loss:1.6005 aux_loss:0.0023 train_time:23225563ms step_avg:720.84ms
step:32231/40500 train_loss:1.4939 aux_loss:0.0024 train_time:23226285ms step_avg:720.84ms
step:32232/40500 train_loss:1.5152 aux_loss:0.0029 train_time:23227007ms step_avg:720.84ms
step:32233/40500 train_loss:1.5795 aux_loss:0.0024 train_time:23227726ms step_avg:720.84ms
step:32234/40500 train_loss:1.6236 aux_loss:0.0024 train_time:23228446ms step_avg:720.84ms
step:32235/40500 train_loss:1.5322 aux_loss:0.0026 train_time:23229167ms step_avg:720.84ms
step:32236/40500 train_loss:1.5273 aux_loss:0.0024 train_time:23229886ms step_avg:720.84ms
step:32237/40500 train_loss:1.5527 aux_loss:0.0031 train_time:23230606ms step_avg:720.84ms
step:32238/40500 train_loss:1.5800 aux_loss:0.0024 train_time:23231328ms step_avg:720.84ms
step:32239/40500 train_loss:1.5386 aux_loss:0.0024 train_time:23232050ms step_avg:720.84ms
step:32240/40500 train_loss:1.4934 aux_loss:0.0027 train_time:23232773ms step_avg:720.84ms
step:32241/40500 train_loss:1.5575 aux_loss:0.0028 train_time:23233495ms step_avg:720.84ms
step:32242/40500 train_loss:1.5692 aux_loss:0.0025 train_time:23234218ms step_avg:720.84ms
step:32243/40500 train_loss:1.5136 aux_loss:0.0024 train_time:23234938ms step_avg:720.84ms
step:32244/40500 train_loss:1.5766 aux_loss:0.0022 train_time:23235657ms step_avg:720.84ms
step:32245/40500 train_loss:1.6382 aux_loss:0.0023 train_time:23236378ms step_avg:720.84ms
step:32246/40500 train_loss:1.5601 aux_loss:0.0023 train_time:23237099ms step_avg:720.84ms
step:32247/40500 train_loss:1.5447 aux_loss:0.0023 train_time:23237819ms step_avg:720.84ms
step:32248/40500 train_loss:1.5580 aux_loss:0.0024 train_time:23238541ms step_avg:720.84ms
step:32249/40500 train_loss:1.5282 aux_loss:0.0023 train_time:23239260ms step_avg:720.84ms
step:32250/40500 train_loss:1.5517 aux_loss:0.0023 train_time:23239980ms step_avg:720.84ms
step:32251/40500 train_loss:1.6831 aux_loss:0.0023 train_time:23240701ms step_avg:720.84ms
step:32252/40500 train_loss:1.6497 aux_loss:0.0024 train_time:23241422ms step_avg:720.84ms
step:32253/40500 train_loss:1.5626 aux_loss:0.0026 train_time:23242142ms step_avg:720.84ms
step:32254/40500 train_loss:1.5645 aux_loss:0.0025 train_time:23242863ms step_avg:720.84ms
step:32255/40500 train_loss:1.5707 aux_loss:0.0022 train_time:23243586ms step_avg:720.84ms
step:32256/40500 train_loss:1.5406 aux_loss:0.0023 train_time:23244307ms step_avg:720.84ms
step:32257/40500 train_loss:1.5652 aux_loss:0.0024 train_time:23245030ms step_avg:720.84ms
step:32258/40500 train_loss:1.5989 aux_loss:0.0024 train_time:23245752ms step_avg:720.84ms
step:32259/40500 train_loss:1.6017 aux_loss:0.0024 train_time:23246474ms step_avg:720.84ms
step:32260/40500 train_loss:1.5276 aux_loss:0.0028 train_time:23247198ms step_avg:720.84ms
step:32261/40500 train_loss:1.5319 aux_loss:0.0027 train_time:23247917ms step_avg:720.84ms
step:32262/40500 train_loss:1.5824 aux_loss:0.0025 train_time:23248637ms step_avg:720.84ms
step:32263/40500 train_loss:1.5607 aux_loss:0.0024 train_time:23249357ms step_avg:720.84ms
step:32264/40500 train_loss:1.5395 aux_loss:0.0026 train_time:23250075ms step_avg:720.84ms
step:32265/40500 train_loss:1.6227 aux_loss:0.0026 train_time:23250796ms step_avg:720.84ms
step:32266/40500 train_loss:1.5517 aux_loss:0.0024 train_time:23251516ms step_avg:720.84ms
step:32267/40500 train_loss:1.5338 aux_loss:0.0023 train_time:23252237ms step_avg:720.84ms
step:32268/40500 train_loss:1.5106 aux_loss:0.0023 train_time:23252955ms step_avg:720.84ms
step:32269/40500 train_loss:1.5652 aux_loss:0.0027 train_time:23253674ms step_avg:720.84ms
step:32270/40500 train_loss:1.5839 aux_loss:0.0024 train_time:23254394ms step_avg:720.84ms
step:32271/40500 train_loss:1.5205 aux_loss:0.0023 train_time:23255113ms step_avg:720.84ms
step:32272/40500 train_loss:1.6086 aux_loss:0.0024 train_time:23255834ms step_avg:720.84ms
step:32273/40500 train_loss:1.5839 aux_loss:0.0024 train_time:23256554ms step_avg:720.84ms
step:32274/40500 train_loss:1.5391 aux_loss:0.0025 train_time:23257274ms step_avg:720.84ms
step:32275/40500 train_loss:1.5407 aux_loss:0.0027 train_time:23257994ms step_avg:720.84ms
step:32276/40500 train_loss:1.5474 aux_loss:0.0026 train_time:23258713ms step_avg:720.84ms
step:32277/40500 train_loss:1.5975 aux_loss:0.0023 train_time:23259432ms step_avg:720.84ms
step:32278/40500 train_loss:1.5281 aux_loss:0.0023 train_time:23260153ms step_avg:720.84ms
step:32279/40500 train_loss:1.5998 aux_loss:0.0022 train_time:23260873ms step_avg:720.84ms
step:32280/40500 train_loss:1.5237 aux_loss:0.0023 train_time:23261592ms step_avg:720.84ms
step:32281/40500 train_loss:1.5660 aux_loss:0.0022 train_time:23262312ms step_avg:720.84ms
step:32282/40500 train_loss:1.5670 aux_loss:0.0022 train_time:23263033ms step_avg:720.84ms
step:32283/40500 train_loss:1.5639 aux_loss:0.0021 train_time:23263752ms step_avg:720.84ms
step:32284/40500 train_loss:1.5389 aux_loss:0.0023 train_time:23264472ms step_avg:720.84ms
step:32285/40500 train_loss:1.5740 aux_loss:0.0023 train_time:23265193ms step_avg:720.84ms
step:32286/40500 train_loss:1.5328 aux_loss:0.0023 train_time:23265913ms step_avg:720.84ms
step:32287/40500 train_loss:1.5446 aux_loss:0.0021 train_time:23266632ms step_avg:720.84ms
step:32288/40500 train_loss:1.6209 aux_loss:0.0023 train_time:23267352ms step_avg:720.84ms
step:32289/40500 train_loss:1.5663 aux_loss:0.0025 train_time:23268073ms step_avg:720.84ms
step:32290/40500 train_loss:1.5933 aux_loss:0.0027 train_time:23268793ms step_avg:720.84ms
step:32291/40500 train_loss:1.5869 aux_loss:0.0030 train_time:23269513ms step_avg:720.84ms
step:32292/40500 train_loss:1.5156 aux_loss:0.0027 train_time:23270234ms step_avg:720.84ms
step:32293/40500 train_loss:1.5367 aux_loss:0.0023 train_time:23270955ms step_avg:720.84ms
step:32294/40500 train_loss:1.5319 aux_loss:0.0025 train_time:23271675ms step_avg:720.84ms
step:32295/40500 train_loss:1.5826 aux_loss:0.0026 train_time:23272394ms step_avg:720.84ms
step:32296/40500 train_loss:1.5380 aux_loss:0.0023 train_time:23273115ms step_avg:720.84ms
step:32297/40500 train_loss:1.5607 aux_loss:0.0029 train_time:23273834ms step_avg:720.84ms
step:32298/40500 train_loss:1.5779 aux_loss:0.0024 train_time:23274553ms step_avg:720.84ms
step:32299/40500 train_loss:1.5683 aux_loss:0.0025 train_time:23275274ms step_avg:720.84ms
step:32300/40500 train_loss:1.5216 aux_loss:0.0024 train_time:23275996ms step_avg:720.84ms
step:32301/40500 train_loss:1.5433 aux_loss:0.0025 train_time:23276717ms step_avg:720.84ms
step:32302/40500 train_loss:1.5673 aux_loss:0.0024 train_time:23277440ms step_avg:720.84ms
step:32303/40500 train_loss:1.5484 aux_loss:0.0023 train_time:23278164ms step_avg:720.84ms
step:32304/40500 train_loss:1.5741 aux_loss:0.0024 train_time:23278885ms step_avg:720.84ms
step:32305/40500 train_loss:1.5739 aux_loss:0.0025 train_time:23279606ms step_avg:720.84ms
step:32306/40500 train_loss:1.5209 aux_loss:0.0030 train_time:23280328ms step_avg:720.84ms
step:32307/40500 train_loss:1.5416 aux_loss:0.0023 train_time:23281047ms step_avg:720.84ms
step:32308/40500 train_loss:1.5121 aux_loss:0.0021 train_time:23281768ms step_avg:720.84ms
step:32309/40500 train_loss:1.5461 aux_loss:0.0026 train_time:23282485ms step_avg:720.84ms
step:32310/40500 train_loss:1.5229 aux_loss:0.0024 train_time:23283208ms step_avg:720.84ms
step:32311/40500 train_loss:1.5934 aux_loss:0.0024 train_time:23283925ms step_avg:720.84ms
step:32312/40500 train_loss:1.5214 aux_loss:0.0024 train_time:23284649ms step_avg:720.84ms
step:32313/40500 train_loss:1.5846 aux_loss:0.0024 train_time:23285368ms step_avg:720.84ms
step:32314/40500 train_loss:1.5575 aux_loss:0.0024 train_time:23286088ms step_avg:720.84ms
step:32315/40500 train_loss:1.5699 aux_loss:0.0025 train_time:23286808ms step_avg:720.84ms
step:32316/40500 train_loss:1.5650 aux_loss:0.0025 train_time:23287528ms step_avg:720.84ms
step:32317/40500 train_loss:1.5498 aux_loss:0.0023 train_time:23288249ms step_avg:720.84ms
step:32318/40500 train_loss:1.5691 aux_loss:0.0023 train_time:23288969ms step_avg:720.84ms
step:32319/40500 train_loss:1.5292 aux_loss:0.0023 train_time:23289692ms step_avg:720.84ms
step:32320/40500 train_loss:1.5769 aux_loss:0.0038 train_time:23290411ms step_avg:720.84ms
step:32321/40500 train_loss:1.5541 aux_loss:0.0025 train_time:23291132ms step_avg:720.84ms
step:32322/40500 train_loss:1.5416 aux_loss:0.0024 train_time:23291854ms step_avg:720.84ms
step:32323/40500 train_loss:1.5962 aux_loss:0.0023 train_time:23292579ms step_avg:720.84ms
step:32324/40500 train_loss:1.5616 aux_loss:0.0024 train_time:23293302ms step_avg:720.84ms
step:32325/40500 train_loss:1.5562 aux_loss:0.0024 train_time:23294023ms step_avg:720.84ms
step:32326/40500 train_loss:1.4916 aux_loss:0.0026 train_time:23294742ms step_avg:720.84ms
step:32327/40500 train_loss:1.5644 aux_loss:0.0024 train_time:23295463ms step_avg:720.84ms
step:32328/40500 train_loss:1.5444 aux_loss:0.0026 train_time:23296184ms step_avg:720.84ms
step:32329/40500 train_loss:1.5623 aux_loss:0.0028 train_time:23296906ms step_avg:720.84ms
step:32330/40500 train_loss:1.5808 aux_loss:0.0030 train_time:23297626ms step_avg:720.84ms
step:32331/40500 train_loss:1.5268 aux_loss:0.0026 train_time:23298346ms step_avg:720.84ms
step:32332/40500 train_loss:1.5372 aux_loss:0.0024 train_time:23299064ms step_avg:720.84ms
step:32333/40500 train_loss:1.5162 aux_loss:0.0023 train_time:23299785ms step_avg:720.84ms
step:32334/40500 train_loss:1.4953 aux_loss:0.0024 train_time:23300505ms step_avg:720.84ms
step:32335/40500 train_loss:1.5370 aux_loss:0.0023 train_time:23301228ms step_avg:720.84ms
step:32336/40500 train_loss:1.5404 aux_loss:0.0025 train_time:23301951ms step_avg:720.84ms
step:32337/40500 train_loss:1.5202 aux_loss:0.0026 train_time:23302671ms step_avg:720.84ms
step:32338/40500 train_loss:1.5715 aux_loss:0.0024 train_time:23303396ms step_avg:720.84ms
step:32339/40500 train_loss:1.5632 aux_loss:0.0024 train_time:23304121ms step_avg:720.84ms
step:32340/40500 train_loss:1.5747 aux_loss:0.0024 train_time:23304842ms step_avg:720.84ms
step:32341/40500 train_loss:1.5439 aux_loss:0.0024 train_time:23305569ms step_avg:720.84ms
step:32342/40500 train_loss:1.5149 aux_loss:0.0024 train_time:23306295ms step_avg:720.84ms
step:32343/40500 train_loss:1.5551 aux_loss:0.0025 train_time:23307016ms step_avg:720.84ms
step:32344/40500 train_loss:1.6276 aux_loss:0.0030 train_time:23307736ms step_avg:720.84ms
step:32345/40500 train_loss:1.5207 aux_loss:0.0022 train_time:23308461ms step_avg:720.84ms
step:32346/40500 train_loss:1.5722 aux_loss:0.0023 train_time:23309180ms step_avg:720.84ms
step:32347/40500 train_loss:1.5275 aux_loss:0.0023 train_time:23309899ms step_avg:720.84ms
step:32348/40500 train_loss:1.5117 aux_loss:0.0023 train_time:23310621ms step_avg:720.84ms
step:32349/40500 train_loss:1.6170 aux_loss:0.0025 train_time:23311340ms step_avg:720.84ms
step:32350/40500 train_loss:1.5956 aux_loss:0.0024 train_time:23312057ms step_avg:720.84ms
step:32351/40500 train_loss:1.5503 aux_loss:0.0032 train_time:23312778ms step_avg:720.84ms
step:32352/40500 train_loss:1.5707 aux_loss:0.0023 train_time:23313501ms step_avg:720.84ms
step:32353/40500 train_loss:1.6141 aux_loss:0.0025 train_time:23314222ms step_avg:720.84ms
step:32354/40500 train_loss:1.5366 aux_loss:0.0025 train_time:23314942ms step_avg:720.84ms
step:32355/40500 train_loss:1.6073 aux_loss:0.0025 train_time:23315666ms step_avg:720.84ms
step:32356/40500 train_loss:1.5229 aux_loss:0.0023 train_time:23316386ms step_avg:720.84ms
step:32357/40500 train_loss:1.5791 aux_loss:0.0027 train_time:23317105ms step_avg:720.84ms
step:32358/40500 train_loss:1.5832 aux_loss:0.0026 train_time:23317825ms step_avg:720.84ms
step:32359/40500 train_loss:1.5469 aux_loss:0.0026 train_time:23318545ms step_avg:720.84ms
step:32360/40500 train_loss:1.5660 aux_loss:0.0022 train_time:23319267ms step_avg:720.84ms
step:32361/40500 train_loss:1.5715 aux_loss:0.0023 train_time:23319988ms step_avg:720.84ms
step:32362/40500 train_loss:1.5283 aux_loss:0.0024 train_time:23320711ms step_avg:720.84ms
step:32363/40500 train_loss:1.4914 aux_loss:0.0025 train_time:23321434ms step_avg:720.84ms
step:32364/40500 train_loss:1.4958 aux_loss:0.0028 train_time:23322155ms step_avg:720.84ms
step:32365/40500 train_loss:1.5972 aux_loss:0.0025 train_time:23322876ms step_avg:720.84ms
step:32366/40500 train_loss:1.5814 aux_loss:0.0025 train_time:23323597ms step_avg:720.84ms
step:32367/40500 train_loss:1.5556 aux_loss:0.0023 train_time:23324317ms step_avg:720.84ms
step:32368/40500 train_loss:1.5774 aux_loss:0.0023 train_time:23325038ms step_avg:720.84ms
step:32369/40500 train_loss:1.5680 aux_loss:0.0022 train_time:23325759ms step_avg:720.84ms
step:32370/40500 train_loss:1.5313 aux_loss:0.0024 train_time:23326482ms step_avg:720.84ms
step:32371/40500 train_loss:1.6035 aux_loss:0.0024 train_time:23327201ms step_avg:720.84ms
step:32372/40500 train_loss:1.5179 aux_loss:0.0024 train_time:23327922ms step_avg:720.84ms
step:32373/40500 train_loss:1.5329 aux_loss:0.0023 train_time:23328646ms step_avg:720.84ms
step:32374/40500 train_loss:1.5978 aux_loss:0.0026 train_time:23329367ms step_avg:720.84ms
step:32375/40500 train_loss:1.5161 aux_loss:0.0024 train_time:23330089ms step_avg:720.84ms
step:32376/40500 train_loss:1.6004 aux_loss:0.0024 train_time:23330810ms step_avg:720.84ms
step:32377/40500 train_loss:1.5571 aux_loss:0.0026 train_time:23331531ms step_avg:720.84ms
step:32378/40500 train_loss:1.5664 aux_loss:0.0022 train_time:23332252ms step_avg:720.84ms
step:32379/40500 train_loss:1.5344 aux_loss:0.0024 train_time:23332972ms step_avg:720.84ms
step:32380/40500 train_loss:1.5815 aux_loss:0.0023 train_time:23333692ms step_avg:720.84ms
step:32381/40500 train_loss:1.6233 aux_loss:0.0025 train_time:23334411ms step_avg:720.84ms
step:32382/40500 train_loss:1.5133 aux_loss:0.0023 train_time:23335133ms step_avg:720.84ms
step:32383/40500 train_loss:1.5716 aux_loss:0.0023 train_time:23335853ms step_avg:720.84ms
step:32384/40500 train_loss:1.5925 aux_loss:0.0025 train_time:23336575ms step_avg:720.84ms
step:32385/40500 train_loss:1.5531 aux_loss:0.0033 train_time:23337296ms step_avg:720.84ms
step:32386/40500 train_loss:1.5155 aux_loss:0.0024 train_time:23338015ms step_avg:720.84ms
step:32387/40500 train_loss:1.5383 aux_loss:0.0025 train_time:23338737ms step_avg:720.84ms
step:32388/40500 train_loss:1.5767 aux_loss:0.0027 train_time:23339460ms step_avg:720.84ms
step:32389/40500 train_loss:1.5347 aux_loss:0.0025 train_time:23340182ms step_avg:720.84ms
step:32390/40500 train_loss:1.5067 aux_loss:0.0030 train_time:23340905ms step_avg:720.84ms
step:32391/40500 train_loss:1.5659 aux_loss:0.0025 train_time:23341626ms step_avg:720.84ms
step:32392/40500 train_loss:1.5264 aux_loss:0.0023 train_time:23342349ms step_avg:720.84ms
step:32393/40500 train_loss:1.5622 aux_loss:0.0024 train_time:23343068ms step_avg:720.84ms
step:32394/40500 train_loss:1.5215 aux_loss:0.0025 train_time:23343788ms step_avg:720.84ms
step:32395/40500 train_loss:1.4996 aux_loss:0.0027 train_time:23344509ms step_avg:720.84ms
step:32396/40500 train_loss:1.5713 aux_loss:0.0024 train_time:23345228ms step_avg:720.84ms
step:32397/40500 train_loss:1.5083 aux_loss:0.0024 train_time:23345946ms step_avg:720.84ms
step:32398/40500 train_loss:1.5246 aux_loss:0.0025 train_time:23346667ms step_avg:720.84ms
step:32399/40500 train_loss:1.5220 aux_loss:0.0026 train_time:23347389ms step_avg:720.84ms
step:32400/40500 train_loss:1.5633 aux_loss:0.0024 train_time:23348110ms step_avg:720.84ms
step:32401/40500 train_loss:1.5513 aux_loss:0.0023 train_time:23348830ms step_avg:720.84ms
step:32402/40500 train_loss:1.5722 aux_loss:0.0025 train_time:23349549ms step_avg:720.84ms
step:32403/40500 train_loss:1.5404 aux_loss:0.0026 train_time:23350267ms step_avg:720.84ms
step:32404/40500 train_loss:1.5411 aux_loss:0.0023 train_time:23350989ms step_avg:720.84ms
step:32405/40500 train_loss:1.6250 aux_loss:0.0026 train_time:23351708ms step_avg:720.84ms
step:32406/40500 train_loss:1.5226 aux_loss:0.0026 train_time:23352428ms step_avg:720.84ms
step:32407/40500 train_loss:1.5281 aux_loss:0.0026 train_time:23353149ms step_avg:720.84ms
step:32408/40500 train_loss:1.5396 aux_loss:0.0023 train_time:23353871ms step_avg:720.84ms
step:32409/40500 train_loss:1.5688 aux_loss:0.0025 train_time:23354591ms step_avg:720.84ms
step:32410/40500 train_loss:1.6090 aux_loss:0.0026 train_time:23355312ms step_avg:720.84ms
step:32411/40500 train_loss:1.6354 aux_loss:0.0029 train_time:23356034ms step_avg:720.84ms
step:32412/40500 train_loss:1.6277 aux_loss:0.0025 train_time:23356755ms step_avg:720.84ms
step:32413/40500 train_loss:1.5111 aux_loss:0.0024 train_time:23357475ms step_avg:720.84ms
step:32414/40500 train_loss:1.5368 aux_loss:0.0025 train_time:23358197ms step_avg:720.84ms
step:32415/40500 train_loss:1.5506 aux_loss:0.0024 train_time:23358919ms step_avg:720.84ms
step:32416/40500 train_loss:1.5568 aux_loss:0.0024 train_time:23359642ms step_avg:720.84ms
step:32417/40500 train_loss:1.6177 aux_loss:0.0022 train_time:23360364ms step_avg:720.84ms
step:32418/40500 train_loss:1.5831 aux_loss:0.0026 train_time:23361084ms step_avg:720.84ms
step:32419/40500 train_loss:1.5340 aux_loss:0.0025 train_time:23361805ms step_avg:720.84ms
step:32420/40500 train_loss:1.5706 aux_loss:0.0024 train_time:23362526ms step_avg:720.84ms
step:32421/40500 train_loss:1.6046 aux_loss:0.0027 train_time:23363245ms step_avg:720.84ms
step:32422/40500 train_loss:1.5931 aux_loss:0.0024 train_time:23363964ms step_avg:720.84ms
step:32423/40500 train_loss:1.5776 aux_loss:0.0024 train_time:23364683ms step_avg:720.84ms
step:32424/40500 train_loss:1.5376 aux_loss:0.0038 train_time:23365404ms step_avg:720.84ms
step:32425/40500 train_loss:1.5259 aux_loss:0.0023 train_time:23366124ms step_avg:720.84ms
step:32426/40500 train_loss:1.5989 aux_loss:0.0024 train_time:23366844ms step_avg:720.84ms
step:32427/40500 train_loss:1.5837 aux_loss:0.0024 train_time:23367564ms step_avg:720.84ms
step:32428/40500 train_loss:1.5176 aux_loss:0.0024 train_time:23368285ms step_avg:720.84ms
step:32429/40500 train_loss:1.5286 aux_loss:0.0033 train_time:23369003ms step_avg:720.84ms
step:32430/40500 train_loss:1.5728 aux_loss:0.0025 train_time:23369722ms step_avg:720.84ms
step:32431/40500 train_loss:1.6037 aux_loss:0.0023 train_time:23370441ms step_avg:720.84ms
step:32432/40500 train_loss:1.5766 aux_loss:0.0023 train_time:23371160ms step_avg:720.84ms
step:32433/40500 train_loss:1.5841 aux_loss:0.0023 train_time:23371881ms step_avg:720.84ms
step:32434/40500 train_loss:1.5733 aux_loss:0.0025 train_time:23372603ms step_avg:720.84ms
step:32435/40500 train_loss:1.6027 aux_loss:0.0029 train_time:23373324ms step_avg:720.84ms
step:32436/40500 train_loss:1.5303 aux_loss:0.0022 train_time:23374044ms step_avg:720.84ms
step:32437/40500 train_loss:1.6028 aux_loss:0.0024 train_time:23374764ms step_avg:720.84ms
step:32438/40500 train_loss:1.5578 aux_loss:0.0023 train_time:23375481ms step_avg:720.84ms
step:32439/40500 train_loss:1.5829 aux_loss:0.0028 train_time:23376201ms step_avg:720.84ms
step:32440/40500 train_loss:1.6249 aux_loss:0.0024 train_time:23376921ms step_avg:720.84ms
step:32441/40500 train_loss:1.5786 aux_loss:0.0024 train_time:23377643ms step_avg:720.84ms
step:32442/40500 train_loss:1.5915 aux_loss:0.0023 train_time:23378362ms step_avg:720.84ms
step:32443/40500 train_loss:1.5571 aux_loss:0.0024 train_time:23379082ms step_avg:720.84ms
step:32444/40500 train_loss:1.5571 aux_loss:0.0028 train_time:23379800ms step_avg:720.84ms
step:32445/40500 train_loss:1.5832 aux_loss:0.0024 train_time:23380519ms step_avg:720.84ms
step:32446/40500 train_loss:1.6248 aux_loss:0.0023 train_time:23381239ms step_avg:720.84ms
step:32447/40500 train_loss:1.5934 aux_loss:0.0029 train_time:23381958ms step_avg:720.84ms
step:32448/40500 train_loss:1.6158 aux_loss:0.0026 train_time:23382678ms step_avg:720.84ms
step:32449/40500 train_loss:1.5313 aux_loss:0.0024 train_time:23383397ms step_avg:720.84ms
step:32450/40500 train_loss:1.5835 aux_loss:0.0025 train_time:23384117ms step_avg:720.84ms
step:32451/40500 train_loss:1.5325 aux_loss:0.0024 train_time:23384837ms step_avg:720.84ms
step:32452/40500 train_loss:1.5934 aux_loss:0.0024 train_time:23385558ms step_avg:720.84ms
step:32453/40500 train_loss:1.4890 aux_loss:0.0023 train_time:23386277ms step_avg:720.84ms
step:32454/40500 train_loss:1.5061 aux_loss:0.0024 train_time:23386996ms step_avg:720.84ms
step:32455/40500 train_loss:1.5578 aux_loss:0.0024 train_time:23387717ms step_avg:720.84ms
step:32456/40500 train_loss:1.5033 aux_loss:0.0022 train_time:23388438ms step_avg:720.84ms
step:32457/40500 train_loss:1.5619 aux_loss:0.0023 train_time:23389159ms step_avg:720.84ms
step:32458/40500 train_loss:1.5758 aux_loss:0.0024 train_time:23389880ms step_avg:720.84ms
step:32459/40500 train_loss:1.5559 aux_loss:0.0023 train_time:23390602ms step_avg:720.84ms
step:32460/40500 train_loss:1.5549 aux_loss:0.0026 train_time:23391322ms step_avg:720.84ms
step:32461/40500 train_loss:1.5701 aux_loss:0.0023 train_time:23392042ms step_avg:720.84ms
step:32462/40500 train_loss:1.5292 aux_loss:0.0025 train_time:23392764ms step_avg:720.84ms
step:32463/40500 train_loss:1.5187 aux_loss:0.0024 train_time:23393486ms step_avg:720.84ms
step:32464/40500 train_loss:1.5591 aux_loss:0.0032 train_time:23394210ms step_avg:720.84ms
step:32465/40500 train_loss:1.5088 aux_loss:0.0027 train_time:23394932ms step_avg:720.84ms
step:32466/40500 train_loss:1.5519 aux_loss:0.0025 train_time:23395653ms step_avg:720.84ms
step:32467/40500 train_loss:1.5463 aux_loss:0.0023 train_time:23396376ms step_avg:720.84ms
step:32468/40500 train_loss:1.5370 aux_loss:0.0026 train_time:23397095ms step_avg:720.84ms
step:32469/40500 train_loss:1.5626 aux_loss:0.0023 train_time:23397815ms step_avg:720.84ms
step:32470/40500 train_loss:1.5555 aux_loss:0.0024 train_time:23398534ms step_avg:720.84ms
step:32471/40500 train_loss:1.5603 aux_loss:0.0023 train_time:23399254ms step_avg:720.84ms
step:32472/40500 train_loss:1.5558 aux_loss:0.0022 train_time:23399973ms step_avg:720.84ms
step:32473/40500 train_loss:1.5561 aux_loss:0.0026 train_time:23400694ms step_avg:720.84ms
step:32474/40500 train_loss:1.5113 aux_loss:0.0023 train_time:23401413ms step_avg:720.84ms
step:32475/40500 train_loss:1.5235 aux_loss:0.0025 train_time:23402135ms step_avg:720.84ms
step:32476/40500 train_loss:1.6453 aux_loss:0.0023 train_time:23402855ms step_avg:720.84ms
step:32477/40500 train_loss:1.5670 aux_loss:0.0027 train_time:23403573ms step_avg:720.84ms
step:32478/40500 train_loss:1.5422 aux_loss:0.0023 train_time:23404292ms step_avg:720.84ms
step:32479/40500 train_loss:1.5550 aux_loss:0.0024 train_time:23405012ms step_avg:720.84ms
step:32480/40500 train_loss:1.6167 aux_loss:0.0028 train_time:23405733ms step_avg:720.84ms
step:32481/40500 train_loss:1.5956 aux_loss:0.0024 train_time:23406452ms step_avg:720.84ms
step:32482/40500 train_loss:1.5861 aux_loss:0.0024 train_time:23407172ms step_avg:720.84ms
step:32483/40500 train_loss:1.6162 aux_loss:0.0027 train_time:23407893ms step_avg:720.84ms
step:32484/40500 train_loss:1.5788 aux_loss:0.0024 train_time:23408611ms step_avg:720.84ms
step:32485/40500 train_loss:1.5480 aux_loss:0.0027 train_time:23409331ms step_avg:720.84ms
step:32486/40500 train_loss:1.5669 aux_loss:0.0024 train_time:23410049ms step_avg:720.84ms
step:32487/40500 train_loss:1.5325 aux_loss:0.0024 train_time:23410769ms step_avg:720.84ms
step:32488/40500 train_loss:1.6087 aux_loss:0.0024 train_time:23411490ms step_avg:720.84ms
step:32489/40500 train_loss:1.5869 aux_loss:0.0023 train_time:23412209ms step_avg:720.84ms
step:32490/40500 train_loss:1.5553 aux_loss:0.0027 train_time:23412929ms step_avg:720.84ms
step:32491/40500 train_loss:1.6035 aux_loss:0.0027 train_time:23413651ms step_avg:720.84ms
step:32492/40500 train_loss:1.5752 aux_loss:0.0025 train_time:23414369ms step_avg:720.84ms
step:32493/40500 train_loss:1.5487 aux_loss:0.0023 train_time:23415090ms step_avg:720.84ms
step:32494/40500 train_loss:1.5796 aux_loss:0.0023 train_time:23415809ms step_avg:720.84ms
step:32495/40500 train_loss:1.5551 aux_loss:0.0023 train_time:23416529ms step_avg:720.84ms
step:32496/40500 train_loss:1.5528 aux_loss:0.0024 train_time:23417251ms step_avg:720.84ms
step:32497/40500 train_loss:1.5535 aux_loss:0.0024 train_time:23417971ms step_avg:720.84ms
step:32498/40500 train_loss:1.5555 aux_loss:0.0024 train_time:23418689ms step_avg:720.84ms
step:32499/40500 train_loss:1.6237 aux_loss:0.0024 train_time:23419407ms step_avg:720.84ms
step:32500/40500 train_loss:1.5326 aux_loss:0.0024 train_time:23420127ms step_avg:720.84ms
step:32501/40500 train_loss:1.5641 aux_loss:0.0024 train_time:23420846ms step_avg:720.84ms
step:32502/40500 train_loss:1.5584 aux_loss:0.0025 train_time:23421566ms step_avg:720.84ms
step:32503/40500 train_loss:1.5956 aux_loss:0.0026 train_time:23422286ms step_avg:720.84ms
step:32504/40500 train_loss:1.4820 aux_loss:0.0027 train_time:23423008ms step_avg:720.84ms
step:32505/40500 train_loss:1.5657 aux_loss:0.0024 train_time:23423729ms step_avg:720.84ms
step:32506/40500 train_loss:1.5534 aux_loss:0.0024 train_time:23424448ms step_avg:720.84ms
step:32507/40500 train_loss:1.6202 aux_loss:0.0023 train_time:23425168ms step_avg:720.84ms
step:32508/40500 train_loss:1.5646 aux_loss:0.0023 train_time:23425887ms step_avg:720.84ms
step:32509/40500 train_loss:1.5401 aux_loss:0.0022 train_time:23426606ms step_avg:720.84ms
step:32510/40500 train_loss:1.5573 aux_loss:0.0024 train_time:23427326ms step_avg:720.84ms
step:32511/40500 train_loss:1.5699 aux_loss:0.0026 train_time:23428045ms step_avg:720.84ms
step:32512/40500 train_loss:1.5556 aux_loss:0.0033 train_time:23428767ms step_avg:720.84ms
step:32513/40500 train_loss:1.5782 aux_loss:0.0023 train_time:23429485ms step_avg:720.84ms
step:32514/40500 train_loss:1.6041 aux_loss:0.0022 train_time:23430206ms step_avg:720.84ms
step:32515/40500 train_loss:1.5970 aux_loss:0.0024 train_time:23430925ms step_avg:720.84ms
step:32516/40500 train_loss:1.5353 aux_loss:0.0024 train_time:23431645ms step_avg:720.84ms
step:32517/40500 train_loss:1.5106 aux_loss:0.0022 train_time:23432367ms step_avg:720.84ms
step:32518/40500 train_loss:1.5242 aux_loss:0.0025 train_time:23433088ms step_avg:720.84ms
step:32519/40500 train_loss:1.5091 aux_loss:0.0022 train_time:23433805ms step_avg:720.84ms
step:32520/40500 train_loss:1.5722 aux_loss:0.0023 train_time:23434525ms step_avg:720.84ms
step:32521/40500 train_loss:1.5429 aux_loss:0.0024 train_time:23435244ms step_avg:720.84ms
step:32522/40500 train_loss:1.5747 aux_loss:0.0024 train_time:23435963ms step_avg:720.84ms
step:32523/40500 train_loss:1.5610 aux_loss:0.0023 train_time:23436683ms step_avg:720.84ms
step:32524/40500 train_loss:1.6018 aux_loss:0.0023 train_time:23437404ms step_avg:720.84ms
step:32525/40500 train_loss:1.5591 aux_loss:0.0025 train_time:23438122ms step_avg:720.84ms
step:32526/40500 train_loss:1.5566 aux_loss:0.0027 train_time:23438844ms step_avg:720.84ms
step:32527/40500 train_loss:1.5450 aux_loss:0.0024 train_time:23439564ms step_avg:720.84ms
step:32528/40500 train_loss:1.5186 aux_loss:0.0025 train_time:23440286ms step_avg:720.84ms
step:32529/40500 train_loss:1.5966 aux_loss:0.0024 train_time:23441008ms step_avg:720.84ms
step:32530/40500 train_loss:1.5571 aux_loss:0.0024 train_time:23441728ms step_avg:720.84ms
step:32531/40500 train_loss:1.6107 aux_loss:0.0023 train_time:23442450ms step_avg:720.84ms
step:32532/40500 train_loss:1.5265 aux_loss:0.0027 train_time:23443172ms step_avg:720.84ms
step:32533/40500 train_loss:1.6338 aux_loss:0.0026 train_time:23443894ms step_avg:720.84ms
step:32534/40500 train_loss:1.5144 aux_loss:0.0027 train_time:23444617ms step_avg:720.84ms
step:32535/40500 train_loss:1.5696 aux_loss:0.0030 train_time:23445338ms step_avg:720.84ms
step:32536/40500 train_loss:1.5634 aux_loss:0.0024 train_time:23446060ms step_avg:720.84ms
step:32537/40500 train_loss:1.5836 aux_loss:0.0026 train_time:23446781ms step_avg:720.84ms
step:32538/40500 train_loss:1.5296 aux_loss:0.0025 train_time:23447501ms step_avg:720.84ms
step:32539/40500 train_loss:1.5811 aux_loss:0.0030 train_time:23448221ms step_avg:720.84ms
step:32540/40500 train_loss:1.5453 aux_loss:0.0023 train_time:23448943ms step_avg:720.84ms
step:32541/40500 train_loss:1.5951 aux_loss:0.0027 train_time:23449663ms step_avg:720.84ms
step:32542/40500 train_loss:1.5461 aux_loss:0.0022 train_time:23450385ms step_avg:720.84ms
step:32543/40500 train_loss:1.5249 aux_loss:0.0023 train_time:23451105ms step_avg:720.84ms
step:32544/40500 train_loss:1.5184 aux_loss:0.0025 train_time:23451826ms step_avg:720.84ms
step:32545/40500 train_loss:1.5329 aux_loss:0.0023 train_time:23452549ms step_avg:720.84ms
step:32546/40500 train_loss:1.6317 aux_loss:0.0025 train_time:23453272ms step_avg:720.84ms
step:32547/40500 train_loss:1.5870 aux_loss:0.0023 train_time:23453994ms step_avg:720.84ms
step:32548/40500 train_loss:1.5129 aux_loss:0.0024 train_time:23454714ms step_avg:720.84ms
step:32549/40500 train_loss:1.5991 aux_loss:0.0023 train_time:23455436ms step_avg:720.84ms
step:32550/40500 train_loss:1.5638 aux_loss:0.0028 train_time:23456158ms step_avg:720.84ms
step:32551/40500 train_loss:1.5738 aux_loss:0.0022 train_time:23456878ms step_avg:720.84ms
step:32552/40500 train_loss:1.5835 aux_loss:0.0023 train_time:23457596ms step_avg:720.84ms
step:32553/40500 train_loss:1.5659 aux_loss:0.0022 train_time:23458317ms step_avg:720.84ms
step:32554/40500 train_loss:1.5839 aux_loss:0.0026 train_time:23459038ms step_avg:720.84ms
step:32555/40500 train_loss:1.5542 aux_loss:0.0024 train_time:23459760ms step_avg:720.84ms
step:32556/40500 train_loss:1.5477 aux_loss:0.0026 train_time:23460481ms step_avg:720.84ms
step:32557/40500 train_loss:1.5111 aux_loss:0.0024 train_time:23461201ms step_avg:720.84ms
step:32558/40500 train_loss:1.6006 aux_loss:0.0026 train_time:23461924ms step_avg:720.84ms
step:32559/40500 train_loss:1.5092 aux_loss:0.0025 train_time:23462645ms step_avg:720.84ms
step:32560/40500 train_loss:1.5103 aux_loss:0.0023 train_time:23463367ms step_avg:720.84ms
step:32561/40500 train_loss:1.5668 aux_loss:0.0023 train_time:23464089ms step_avg:720.84ms
step:32562/40500 train_loss:1.5730 aux_loss:0.0024 train_time:23464811ms step_avg:720.84ms
step:32563/40500 train_loss:1.5697 aux_loss:0.0021 train_time:23465532ms step_avg:720.84ms
step:32564/40500 train_loss:1.5006 aux_loss:0.0024 train_time:23466254ms step_avg:720.84ms
step:32565/40500 train_loss:1.5844 aux_loss:0.0025 train_time:23466974ms step_avg:720.84ms
step:32566/40500 train_loss:1.5507 aux_loss:0.0026 train_time:23467694ms step_avg:720.84ms
step:32567/40500 train_loss:1.5045 aux_loss:0.0027 train_time:23468415ms step_avg:720.84ms
step:32568/40500 train_loss:1.4910 aux_loss:0.0025 train_time:23469135ms step_avg:720.84ms
step:32569/40500 train_loss:1.5605 aux_loss:0.0028 train_time:23469856ms step_avg:720.84ms
step:32570/40500 train_loss:1.5898 aux_loss:0.0025 train_time:23470576ms step_avg:720.84ms
step:32571/40500 train_loss:1.5615 aux_loss:0.0025 train_time:23471297ms step_avg:720.84ms
step:32572/40500 train_loss:1.5309 aux_loss:0.0024 train_time:23472018ms step_avg:720.84ms
step:32573/40500 train_loss:1.5553 aux_loss:0.0024 train_time:23472740ms step_avg:720.84ms
step:32574/40500 train_loss:1.5146 aux_loss:0.0023 train_time:23473461ms step_avg:720.84ms
step:32575/40500 train_loss:1.5332 aux_loss:0.0024 train_time:23474182ms step_avg:720.84ms
step:32576/40500 train_loss:1.5589 aux_loss:0.0024 train_time:23474904ms step_avg:720.84ms
step:32577/40500 train_loss:1.5416 aux_loss:0.0023 train_time:23475626ms step_avg:720.84ms
step:32578/40500 train_loss:1.5772 aux_loss:0.0073 train_time:23476347ms step_avg:720.84ms
step:32579/40500 train_loss:1.5676 aux_loss:0.0024 train_time:23477070ms step_avg:720.84ms
step:32580/40500 train_loss:1.5470 aux_loss:0.0022 train_time:23477791ms step_avg:720.84ms
step:32581/40500 train_loss:1.5567 aux_loss:0.0021 train_time:23478511ms step_avg:720.84ms
step:32582/40500 train_loss:1.5793 aux_loss:0.0028 train_time:23479232ms step_avg:720.84ms
step:32583/40500 train_loss:1.5632 aux_loss:0.0023 train_time:23479953ms step_avg:720.84ms
step:32584/40500 train_loss:1.5208 aux_loss:0.0022 train_time:23480673ms step_avg:720.84ms
step:32585/40500 train_loss:1.5281 aux_loss:0.0024 train_time:23481392ms step_avg:720.84ms
step:32586/40500 train_loss:1.5438 aux_loss:0.0024 train_time:23482111ms step_avg:720.84ms
step:32587/40500 train_loss:1.5825 aux_loss:0.0025 train_time:23482832ms step_avg:720.84ms
step:32588/40500 train_loss:1.5424 aux_loss:0.0026 train_time:23483553ms step_avg:720.84ms
step:32589/40500 train_loss:1.5109 aux_loss:0.0031 train_time:23484274ms step_avg:720.84ms
step:32590/40500 train_loss:1.5762 aux_loss:0.0026 train_time:23484995ms step_avg:720.84ms
step:32591/40500 train_loss:1.5604 aux_loss:0.0025 train_time:23485718ms step_avg:720.84ms
step:32592/40500 train_loss:1.5215 aux_loss:0.0024 train_time:23486437ms step_avg:720.84ms
step:32593/40500 train_loss:1.5648 aux_loss:0.0026 train_time:23487160ms step_avg:720.84ms
step:32594/40500 train_loss:1.4809 aux_loss:0.0023 train_time:23487881ms step_avg:720.84ms
step:32595/40500 train_loss:1.5902 aux_loss:0.0023 train_time:23488600ms step_avg:720.84ms
step:32596/40500 train_loss:1.5485 aux_loss:0.0022 train_time:23489322ms step_avg:720.84ms
step:32597/40500 train_loss:1.5530 aux_loss:0.0023 train_time:23490044ms step_avg:720.84ms
step:32598/40500 train_loss:1.5448 aux_loss:0.0022 train_time:23490765ms step_avg:720.84ms
step:32599/40500 train_loss:1.5435 aux_loss:0.0024 train_time:23491486ms step_avg:720.84ms
step:32600/40500 train_loss:1.5260 aux_loss:0.0022 train_time:23492206ms step_avg:720.84ms
step:32601/40500 train_loss:1.5492 aux_loss:0.0023 train_time:23492926ms step_avg:720.84ms
step:32602/40500 train_loss:1.5737 aux_loss:0.0023 train_time:23493646ms step_avg:720.84ms
step:32603/40500 train_loss:1.5561 aux_loss:0.0025 train_time:23494369ms step_avg:720.84ms
step:32604/40500 train_loss:1.5208 aux_loss:0.0024 train_time:23495090ms step_avg:720.84ms
step:32605/40500 train_loss:1.5584 aux_loss:0.0023 train_time:23495808ms step_avg:720.84ms
step:32606/40500 train_loss:1.5998 aux_loss:0.0022 train_time:23496528ms step_avg:720.84ms
step:32607/40500 train_loss:1.5740 aux_loss:0.0023 train_time:23497248ms step_avg:720.84ms
step:32608/40500 train_loss:1.5214 aux_loss:0.0030 train_time:23497969ms step_avg:720.84ms
step:32609/40500 train_loss:1.5144 aux_loss:0.0023 train_time:23498689ms step_avg:720.84ms
step:32610/40500 train_loss:1.5652 aux_loss:0.0022 train_time:23499410ms step_avg:720.84ms
step:32611/40500 train_loss:1.5961 aux_loss:0.0025 train_time:23500132ms step_avg:720.84ms
step:32612/40500 train_loss:1.5249 aux_loss:0.0022 train_time:23500853ms step_avg:720.84ms
step:32613/40500 train_loss:1.5564 aux_loss:0.0025 train_time:23501576ms step_avg:720.84ms
step:32614/40500 train_loss:1.5235 aux_loss:0.0023 train_time:23502297ms step_avg:720.84ms
step:32615/40500 train_loss:1.5535 aux_loss:0.0025 train_time:23503015ms step_avg:720.84ms
step:32616/40500 train_loss:1.5163 aux_loss:0.0024 train_time:23503736ms step_avg:720.84ms
step:32617/40500 train_loss:1.5528 aux_loss:0.0024 train_time:23504460ms step_avg:720.84ms
step:32618/40500 train_loss:1.5436 aux_loss:0.0023 train_time:23505182ms step_avg:720.84ms
step:32619/40500 train_loss:1.5000 aux_loss:0.0024 train_time:23505902ms step_avg:720.84ms
step:32620/40500 train_loss:1.5479 aux_loss:0.0023 train_time:23506623ms step_avg:720.84ms
step:32621/40500 train_loss:1.5438 aux_loss:0.0024 train_time:23507344ms step_avg:720.84ms
step:32622/40500 train_loss:1.5582 aux_loss:0.0023 train_time:23508064ms step_avg:720.84ms
step:32623/40500 train_loss:1.5770 aux_loss:0.0024 train_time:23508785ms step_avg:720.84ms
step:32624/40500 train_loss:1.5702 aux_loss:0.0026 train_time:23509506ms step_avg:720.84ms
step:32625/40500 train_loss:1.5195 aux_loss:0.0028 train_time:23510226ms step_avg:720.84ms
step:32626/40500 train_loss:1.5193 aux_loss:0.0024 train_time:23510947ms step_avg:720.84ms
step:32627/40500 train_loss:1.6230 aux_loss:0.0022 train_time:23511669ms step_avg:720.84ms
step:32628/40500 train_loss:1.6100 aux_loss:0.0022 train_time:23512391ms step_avg:720.84ms
step:32629/40500 train_loss:1.5089 aux_loss:0.0023 train_time:23513113ms step_avg:720.84ms
step:32630/40500 train_loss:1.5382 aux_loss:0.0022 train_time:23513835ms step_avg:720.84ms
step:32631/40500 train_loss:1.5827 aux_loss:0.0023 train_time:23514556ms step_avg:720.84ms
step:32632/40500 train_loss:1.6270 aux_loss:0.0023 train_time:23515279ms step_avg:720.84ms
step:32633/40500 train_loss:1.5901 aux_loss:0.0023 train_time:23516002ms step_avg:720.84ms
step:32634/40500 train_loss:1.5118 aux_loss:0.0025 train_time:23516720ms step_avg:720.84ms
step:32635/40500 train_loss:1.5299 aux_loss:0.0023 train_time:23517440ms step_avg:720.84ms
step:32636/40500 train_loss:1.5492 aux_loss:0.0025 train_time:23518161ms step_avg:720.84ms
step:32637/40500 train_loss:1.5142 aux_loss:0.0023 train_time:23518879ms step_avg:720.84ms
step:32638/40500 train_loss:1.5303 aux_loss:0.0026 train_time:23519599ms step_avg:720.84ms
step:32639/40500 train_loss:1.5621 aux_loss:0.0025 train_time:23520317ms step_avg:720.84ms
step:32640/40500 train_loss:1.5667 aux_loss:0.0024 train_time:23521037ms step_avg:720.84ms
step:32641/40500 train_loss:1.5900 aux_loss:0.0028 train_time:23521758ms step_avg:720.84ms
step:32642/40500 train_loss:1.5351 aux_loss:0.0021 train_time:23522478ms step_avg:720.84ms
step:32643/40500 train_loss:1.5581 aux_loss:0.0023 train_time:23523198ms step_avg:720.84ms
step:32644/40500 train_loss:1.5783 aux_loss:0.0024 train_time:23523918ms step_avg:720.84ms
step:32645/40500 train_loss:1.5105 aux_loss:0.0023 train_time:23524638ms step_avg:720.84ms
step:32646/40500 train_loss:1.5544 aux_loss:0.0023 train_time:23525358ms step_avg:720.84ms
step:32647/40500 train_loss:1.5433 aux_loss:0.0024 train_time:23526079ms step_avg:720.84ms
step:32648/40500 train_loss:1.5561 aux_loss:0.0023 train_time:23526798ms step_avg:720.84ms
step:32649/40500 train_loss:1.5098 aux_loss:0.0024 train_time:23527517ms step_avg:720.84ms
step:32650/40500 train_loss:1.5624 aux_loss:0.0025 train_time:23528238ms step_avg:720.84ms
step:32651/40500 train_loss:1.5386 aux_loss:0.0022 train_time:23528957ms step_avg:720.84ms
step:32652/40500 train_loss:1.5835 aux_loss:0.0025 train_time:23529679ms step_avg:720.84ms
step:32653/40500 train_loss:1.5938 aux_loss:0.0023 train_time:23530401ms step_avg:720.84ms
step:32654/40500 train_loss:1.5400 aux_loss:0.0024 train_time:23531123ms step_avg:720.84ms
step:32655/40500 train_loss:1.5523 aux_loss:0.0025 train_time:23531843ms step_avg:720.84ms
step:32656/40500 train_loss:1.6149 aux_loss:0.0024 train_time:23532563ms step_avg:720.84ms
step:32657/40500 train_loss:1.5847 aux_loss:0.0025 train_time:23533286ms step_avg:720.84ms
step:32658/40500 train_loss:1.5561 aux_loss:0.0026 train_time:23534007ms step_avg:720.84ms
step:32659/40500 train_loss:1.5224 aux_loss:0.0023 train_time:23534729ms step_avg:720.84ms
step:32660/40500 train_loss:1.6117 aux_loss:0.0023 train_time:23535446ms step_avg:720.84ms
step:32661/40500 train_loss:1.5680 aux_loss:0.0028 train_time:23536168ms step_avg:720.84ms
step:32662/40500 train_loss:1.5550 aux_loss:0.0023 train_time:23536887ms step_avg:720.84ms
step:32663/40500 train_loss:1.5595 aux_loss:0.0024 train_time:23537608ms step_avg:720.84ms
step:32664/40500 train_loss:1.5435 aux_loss:0.0023 train_time:23538327ms step_avg:720.84ms
step:32665/40500 train_loss:1.5778 aux_loss:0.0024 train_time:23539054ms step_avg:720.84ms
step:32666/40500 train_loss:1.5185 aux_loss:0.0027 train_time:23539775ms step_avg:720.84ms
step:32667/40500 train_loss:1.5883 aux_loss:0.0024 train_time:23540496ms step_avg:720.84ms
step:32668/40500 train_loss:1.5610 aux_loss:0.0022 train_time:23541216ms step_avg:720.84ms
step:32669/40500 train_loss:1.5295 aux_loss:0.0022 train_time:23541938ms step_avg:720.84ms
step:32670/40500 train_loss:1.5589 aux_loss:0.0026 train_time:23542657ms step_avg:720.84ms
step:32671/40500 train_loss:1.5030 aux_loss:0.0023 train_time:23543379ms step_avg:720.84ms
step:32672/40500 train_loss:1.5298 aux_loss:0.0024 train_time:23544101ms step_avg:720.84ms
step:32673/40500 train_loss:1.5331 aux_loss:0.0025 train_time:23544821ms step_avg:720.84ms
step:32674/40500 train_loss:1.5847 aux_loss:0.0023 train_time:23545546ms step_avg:720.84ms
step:32675/40500 train_loss:1.5651 aux_loss:0.0025 train_time:23546268ms step_avg:720.84ms
step:32676/40500 train_loss:1.5231 aux_loss:0.0033 train_time:23546989ms step_avg:720.84ms
step:32677/40500 train_loss:1.6232 aux_loss:0.0024 train_time:23547711ms step_avg:720.84ms
step:32678/40500 train_loss:1.5830 aux_loss:0.0024 train_time:23548432ms step_avg:720.84ms
step:32679/40500 train_loss:1.5686 aux_loss:0.0025 train_time:23549153ms step_avg:720.84ms
step:32680/40500 train_loss:1.4735 aux_loss:0.0025 train_time:23549874ms step_avg:720.84ms
step:32681/40500 train_loss:1.4907 aux_loss:0.0023 train_time:23550594ms step_avg:720.84ms
step:32682/40500 train_loss:1.4954 aux_loss:0.0024 train_time:23551315ms step_avg:720.84ms
step:32683/40500 train_loss:1.5435 aux_loss:0.0022 train_time:23552035ms step_avg:720.84ms
step:32684/40500 train_loss:1.5217 aux_loss:0.0024 train_time:23552757ms step_avg:720.84ms
step:32685/40500 train_loss:1.6255 aux_loss:0.0024 train_time:23553480ms step_avg:720.84ms
step:32686/40500 train_loss:1.5298 aux_loss:0.0023 train_time:23554201ms step_avg:720.84ms
step:32687/40500 train_loss:1.6375 aux_loss:0.0024 train_time:23554921ms step_avg:720.84ms
step:32688/40500 train_loss:1.5929 aux_loss:0.0024 train_time:23555644ms step_avg:720.84ms
step:32689/40500 train_loss:1.5451 aux_loss:0.0024 train_time:23556367ms step_avg:720.84ms
step:32690/40500 train_loss:1.5137 aux_loss:0.0023 train_time:23557089ms step_avg:720.84ms
step:32691/40500 train_loss:1.5563 aux_loss:0.0028 train_time:23557809ms step_avg:720.84ms
step:32692/40500 train_loss:1.5322 aux_loss:0.0026 train_time:23558529ms step_avg:720.84ms
step:32693/40500 train_loss:1.5846 aux_loss:0.0024 train_time:23559249ms step_avg:720.84ms
step:32694/40500 train_loss:1.4901 aux_loss:0.0024 train_time:23559969ms step_avg:720.84ms
step:32695/40500 train_loss:1.5571 aux_loss:0.0023 train_time:23560689ms step_avg:720.84ms
step:32696/40500 train_loss:1.5767 aux_loss:0.0025 train_time:23561411ms step_avg:720.84ms
step:32697/40500 train_loss:1.5765 aux_loss:0.0024 train_time:23562130ms step_avg:720.84ms
step:32698/40500 train_loss:1.5568 aux_loss:0.0024 train_time:23562848ms step_avg:720.84ms
step:32699/40500 train_loss:1.5815 aux_loss:0.0024 train_time:23563570ms step_avg:720.84ms
step:32700/40500 train_loss:1.5719 aux_loss:0.0024 train_time:23564290ms step_avg:720.84ms
step:32701/40500 train_loss:1.5718 aux_loss:0.0023 train_time:23565012ms step_avg:720.84ms
step:32702/40500 train_loss:1.5120 aux_loss:0.0023 train_time:23565734ms step_avg:720.84ms
step:32703/40500 train_loss:1.5767 aux_loss:0.0025 train_time:23566454ms step_avg:720.84ms
step:32704/40500 train_loss:1.4876 aux_loss:0.0023 train_time:23567177ms step_avg:720.84ms
step:32705/40500 train_loss:1.5563 aux_loss:0.0024 train_time:23567899ms step_avg:720.84ms
step:32706/40500 train_loss:1.5943 aux_loss:0.0024 train_time:23568619ms step_avg:720.84ms
step:32707/40500 train_loss:1.5763 aux_loss:0.0024 train_time:23569339ms step_avg:720.84ms
step:32708/40500 train_loss:1.5733 aux_loss:0.0025 train_time:23570060ms step_avg:720.84ms
step:32709/40500 train_loss:1.5605 aux_loss:0.0023 train_time:23570783ms step_avg:720.84ms
step:32710/40500 train_loss:1.5719 aux_loss:0.0023 train_time:23571504ms step_avg:720.84ms
step:32711/40500 train_loss:1.5778 aux_loss:0.0024 train_time:23572224ms step_avg:720.84ms
step:32712/40500 train_loss:1.5269 aux_loss:0.0027 train_time:23572944ms step_avg:720.84ms
step:32713/40500 train_loss:1.5648 aux_loss:0.0023 train_time:23573663ms step_avg:720.84ms
step:32714/40500 train_loss:1.5267 aux_loss:0.0024 train_time:23574383ms step_avg:720.84ms
step:32715/40500 train_loss:1.5419 aux_loss:0.0023 train_time:23575104ms step_avg:720.84ms
step:32716/40500 train_loss:1.5110 aux_loss:0.0025 train_time:23575825ms step_avg:720.84ms
step:32717/40500 train_loss:1.5218 aux_loss:0.0029 train_time:23576546ms step_avg:720.84ms
step:32718/40500 train_loss:1.6677 aux_loss:0.0028 train_time:23577265ms step_avg:720.84ms
step:32719/40500 train_loss:1.5534 aux_loss:0.0025 train_time:23577985ms step_avg:720.84ms
step:32720/40500 train_loss:1.5136 aux_loss:0.0023 train_time:23578704ms step_avg:720.84ms
step:32721/40500 train_loss:1.5628 aux_loss:0.0024 train_time:23579423ms step_avg:720.84ms
step:32722/40500 train_loss:1.6217 aux_loss:0.0023 train_time:23580143ms step_avg:720.84ms
step:32723/40500 train_loss:1.5997 aux_loss:0.0027 train_time:23580866ms step_avg:720.84ms
step:32724/40500 train_loss:1.5242 aux_loss:0.0040 train_time:23581586ms step_avg:720.84ms
step:32725/40500 train_loss:1.5752 aux_loss:0.0024 train_time:23582303ms step_avg:720.84ms
step:32726/40500 train_loss:1.5859 aux_loss:0.0024 train_time:23583024ms step_avg:720.84ms
step:32727/40500 train_loss:1.4930 aux_loss:0.0022 train_time:23583744ms step_avg:720.84ms
step:32728/40500 train_loss:1.5539 aux_loss:0.0023 train_time:23584463ms step_avg:720.84ms
step:32729/40500 train_loss:1.5193 aux_loss:0.0023 train_time:23585184ms step_avg:720.84ms
step:32730/40500 train_loss:1.5475 aux_loss:0.0024 train_time:23585908ms step_avg:720.84ms
step:32731/40500 train_loss:1.5449 aux_loss:0.0025 train_time:23586628ms step_avg:720.84ms
step:32732/40500 train_loss:1.5015 aux_loss:0.0025 train_time:23587348ms step_avg:720.84ms
step:32733/40500 train_loss:1.5186 aux_loss:0.0024 train_time:23588069ms step_avg:720.84ms
step:32734/40500 train_loss:1.5816 aux_loss:0.0025 train_time:23588790ms step_avg:720.84ms
step:32735/40500 train_loss:1.5816 aux_loss:0.0026 train_time:23589508ms step_avg:720.84ms
step:32736/40500 train_loss:1.5383 aux_loss:0.0024 train_time:23590229ms step_avg:720.84ms
step:32737/40500 train_loss:1.5585 aux_loss:0.0023 train_time:23590954ms step_avg:720.84ms
step:32738/40500 train_loss:1.5577 aux_loss:0.0022 train_time:23591676ms step_avg:720.84ms
step:32739/40500 train_loss:1.5297 aux_loss:0.0025 train_time:23592396ms step_avg:720.84ms
step:32740/40500 train_loss:1.5805 aux_loss:0.0033 train_time:23593118ms step_avg:720.84ms
step:32741/40500 train_loss:1.5665 aux_loss:0.0023 train_time:23593838ms step_avg:720.84ms
step:32742/40500 train_loss:1.5678 aux_loss:0.0023 train_time:23594559ms step_avg:720.84ms
step:32743/40500 train_loss:1.5329 aux_loss:0.0026 train_time:23595278ms step_avg:720.84ms
step:32744/40500 train_loss:1.6087 aux_loss:0.0025 train_time:23595999ms step_avg:720.84ms
step:32745/40500 train_loss:1.5894 aux_loss:0.0028 train_time:23596719ms step_avg:720.84ms
step:32746/40500 train_loss:1.5149 aux_loss:0.0024 train_time:23597439ms step_avg:720.84ms
step:32747/40500 train_loss:1.5403 aux_loss:0.0024 train_time:23598160ms step_avg:720.84ms
step:32748/40500 train_loss:1.5382 aux_loss:0.0024 train_time:23598881ms step_avg:720.84ms
step:32749/40500 train_loss:1.5481 aux_loss:0.0023 train_time:23599603ms step_avg:720.84ms
step:32750/40500 train_loss:1.5386 aux_loss:0.0023 train_time:23600324ms step_avg:720.84ms
step:32751/40500 train_loss:1.5175 aux_loss:0.0023 train_time:23601044ms step_avg:720.84ms
step:32752/40500 train_loss:1.6091 aux_loss:0.0039 train_time:23601765ms step_avg:720.84ms
step:32753/40500 train_loss:1.5310 aux_loss:0.0024 train_time:23602488ms step_avg:720.84ms
step:32754/40500 train_loss:1.5623 aux_loss:0.0024 train_time:23603213ms step_avg:720.84ms
step:32755/40500 train_loss:1.5516 aux_loss:0.0026 train_time:23603935ms step_avg:720.84ms
step:32756/40500 train_loss:1.5593 aux_loss:0.0024 train_time:23604655ms step_avg:720.84ms
step:32757/40500 train_loss:1.5747 aux_loss:0.0023 train_time:23605376ms step_avg:720.84ms
step:32758/40500 train_loss:1.5506 aux_loss:0.0027 train_time:23606097ms step_avg:720.84ms
step:32759/40500 train_loss:1.5340 aux_loss:0.0022 train_time:23606819ms step_avg:720.84ms
step:32760/40500 train_loss:1.5031 aux_loss:0.0026 train_time:23607539ms step_avg:720.84ms
step:32761/40500 train_loss:1.5662 aux_loss:0.0023 train_time:23608261ms step_avg:720.84ms
step:32762/40500 train_loss:1.5413 aux_loss:0.0022 train_time:23608982ms step_avg:720.84ms
step:32763/40500 train_loss:1.5520 aux_loss:0.0022 train_time:23609703ms step_avg:720.84ms
step:32764/40500 train_loss:1.4968 aux_loss:0.0022 train_time:23610425ms step_avg:720.84ms
step:32765/40500 train_loss:1.5850 aux_loss:0.0025 train_time:23611148ms step_avg:720.84ms
step:32766/40500 train_loss:1.5698 aux_loss:0.0023 train_time:23611870ms step_avg:720.84ms
step:32767/40500 train_loss:1.5670 aux_loss:0.0024 train_time:23612591ms step_avg:720.84ms
step:32768/40500 train_loss:1.5284 aux_loss:0.0024 train_time:23613312ms step_avg:720.84ms
step:32769/40500 train_loss:1.5687 aux_loss:0.0026 train_time:23614032ms step_avg:720.84ms
step:32770/40500 train_loss:1.5336 aux_loss:0.0025 train_time:23614753ms step_avg:720.84ms
step:32771/40500 train_loss:1.5898 aux_loss:0.0026 train_time:23615473ms step_avg:720.84ms
step:32772/40500 train_loss:1.6018 aux_loss:0.0025 train_time:23616191ms step_avg:720.84ms
step:32773/40500 train_loss:1.5484 aux_loss:0.0025 train_time:23616911ms step_avg:720.84ms
step:32774/40500 train_loss:1.5275 aux_loss:0.0024 train_time:23617631ms step_avg:720.84ms
step:32775/40500 train_loss:1.5080 aux_loss:0.0023 train_time:23618351ms step_avg:720.84ms
step:32776/40500 train_loss:1.5318 aux_loss:0.0024 train_time:23619072ms step_avg:720.84ms
step:32777/40500 train_loss:1.5073 aux_loss:0.0023 train_time:23619791ms step_avg:720.84ms
step:32778/40500 train_loss:1.6141 aux_loss:0.0023 train_time:23620512ms step_avg:720.84ms
step:32779/40500 train_loss:1.5320 aux_loss:0.0023 train_time:23621231ms step_avg:720.84ms
step:32780/40500 train_loss:1.5297 aux_loss:0.0023 train_time:23621951ms step_avg:720.84ms
step:32781/40500 train_loss:1.5331 aux_loss:0.0025 train_time:23622670ms step_avg:720.84ms
step:32782/40500 train_loss:1.5693 aux_loss:0.0025 train_time:23623391ms step_avg:720.84ms
step:32783/40500 train_loss:1.5165 aux_loss:0.0024 train_time:23624113ms step_avg:720.84ms
step:32784/40500 train_loss:1.5564 aux_loss:0.0026 train_time:23624834ms step_avg:720.84ms
step:32785/40500 train_loss:1.6367 aux_loss:0.0024 train_time:23625551ms step_avg:720.84ms
step:32786/40500 train_loss:1.6319 aux_loss:0.0026 train_time:23626272ms step_avg:720.84ms
step:32787/40500 train_loss:1.5438 aux_loss:0.0026 train_time:23626993ms step_avg:720.84ms
step:32788/40500 train_loss:1.5690 aux_loss:0.0033 train_time:23627714ms step_avg:720.84ms
step:32789/40500 train_loss:1.5172 aux_loss:0.0023 train_time:23628434ms step_avg:720.84ms
step:32790/40500 train_loss:1.5172 aux_loss:0.0024 train_time:23629157ms step_avg:720.84ms
step:32791/40500 train_loss:1.6200 aux_loss:0.0024 train_time:23629880ms step_avg:720.84ms
step:32792/40500 train_loss:1.5574 aux_loss:0.0024 train_time:23630602ms step_avg:720.84ms
step:32793/40500 train_loss:1.5061 aux_loss:0.0024 train_time:23631325ms step_avg:720.84ms
step:32794/40500 train_loss:1.5831 aux_loss:0.0023 train_time:23632047ms step_avg:720.84ms
step:32795/40500 train_loss:1.5568 aux_loss:0.0023 train_time:23632767ms step_avg:720.84ms
step:32796/40500 train_loss:1.5657 aux_loss:0.0024 train_time:23633489ms step_avg:720.84ms
step:32797/40500 train_loss:1.5241 aux_loss:0.0025 train_time:23634209ms step_avg:720.84ms
step:32798/40500 train_loss:1.5584 aux_loss:0.0023 train_time:23634928ms step_avg:720.84ms
step:32799/40500 train_loss:1.5562 aux_loss:0.0023 train_time:23635647ms step_avg:720.84ms
step:32800/40500 train_loss:1.5569 aux_loss:0.0026 train_time:23636367ms step_avg:720.84ms
step:32801/40500 train_loss:1.5374 aux_loss:0.0029 train_time:23637089ms step_avg:720.84ms
step:32802/40500 train_loss:1.5518 aux_loss:0.0025 train_time:23637809ms step_avg:720.84ms
step:32803/40500 train_loss:1.5618 aux_loss:0.0023 train_time:23638530ms step_avg:720.84ms
step:32804/40500 train_loss:1.5376 aux_loss:0.0026 train_time:23639248ms step_avg:720.84ms
step:32805/40500 train_loss:1.5966 aux_loss:0.0024 train_time:23639967ms step_avg:720.84ms
step:32806/40500 train_loss:1.5424 aux_loss:0.0025 train_time:23640688ms step_avg:720.84ms
step:32807/40500 train_loss:1.5855 aux_loss:0.0027 train_time:23641409ms step_avg:720.84ms
step:32808/40500 train_loss:1.5541 aux_loss:0.0024 train_time:23642128ms step_avg:720.84ms
step:32809/40500 train_loss:1.5980 aux_loss:0.0025 train_time:23642850ms step_avg:720.84ms
step:32810/40500 train_loss:1.5650 aux_loss:0.0025 train_time:23643573ms step_avg:720.84ms
step:32811/40500 train_loss:1.5683 aux_loss:0.0027 train_time:23644292ms step_avg:720.84ms
step:32812/40500 train_loss:1.5987 aux_loss:0.0024 train_time:23645013ms step_avg:720.84ms
step:32813/40500 train_loss:1.5766 aux_loss:0.0023 train_time:23645736ms step_avg:720.84ms
step:32814/40500 train_loss:1.5419 aux_loss:0.0022 train_time:23646458ms step_avg:720.84ms
step:32815/40500 train_loss:1.5279 aux_loss:0.0023 train_time:23647179ms step_avg:720.84ms
step:32816/40500 train_loss:1.5326 aux_loss:0.0022 train_time:23647900ms step_avg:720.84ms
step:32817/40500 train_loss:1.5554 aux_loss:0.0023 train_time:23648620ms step_avg:720.84ms
step:32818/40500 train_loss:1.5253 aux_loss:0.0023 train_time:23649340ms step_avg:720.84ms
step:32819/40500 train_loss:1.5405 aux_loss:0.0023 train_time:23650060ms step_avg:720.84ms
step:32820/40500 train_loss:1.5989 aux_loss:0.0024 train_time:23650780ms step_avg:720.84ms
step:32821/40500 train_loss:1.5457 aux_loss:0.0026 train_time:23651502ms step_avg:720.84ms
step:32822/40500 train_loss:1.5709 aux_loss:0.0025 train_time:23652222ms step_avg:720.84ms
step:32823/40500 train_loss:1.5146 aux_loss:0.0025 train_time:23652942ms step_avg:720.84ms
step:32824/40500 train_loss:1.6210 aux_loss:0.0026 train_time:23653665ms step_avg:720.84ms
step:32825/40500 train_loss:1.5773 aux_loss:0.0027 train_time:23654383ms step_avg:720.84ms
step:32826/40500 train_loss:1.5133 aux_loss:0.0024 train_time:23655102ms step_avg:720.84ms
step:32827/40500 train_loss:1.5369 aux_loss:0.0024 train_time:23655822ms step_avg:720.84ms
step:32828/40500 train_loss:1.5454 aux_loss:0.0023 train_time:23656541ms step_avg:720.84ms
step:32829/40500 train_loss:1.5940 aux_loss:0.0023 train_time:23657261ms step_avg:720.84ms
step:32830/40500 train_loss:1.5206 aux_loss:0.0029 train_time:23657983ms step_avg:720.84ms
step:32831/40500 train_loss:1.5581 aux_loss:0.0024 train_time:23658704ms step_avg:720.84ms
step:32832/40500 train_loss:1.5837 aux_loss:0.0024 train_time:23659422ms step_avg:720.84ms
step:32833/40500 train_loss:1.6274 aux_loss:0.0023 train_time:23660147ms step_avg:720.84ms
step:32834/40500 train_loss:1.5773 aux_loss:0.0022 train_time:23660869ms step_avg:720.84ms
step:32835/40500 train_loss:1.5487 aux_loss:0.0022 train_time:23661589ms step_avg:720.84ms
step:32836/40500 train_loss:1.5309 aux_loss:0.0023 train_time:23662310ms step_avg:720.84ms
step:32837/40500 train_loss:1.6010 aux_loss:0.0023 train_time:23663033ms step_avg:720.84ms
step:32838/40500 train_loss:1.5369 aux_loss:0.0022 train_time:23663756ms step_avg:720.84ms
step:32839/40500 train_loss:1.5509 aux_loss:0.0024 train_time:23664476ms step_avg:720.84ms
step:32840/40500 train_loss:1.5422 aux_loss:0.0023 train_time:23665196ms step_avg:720.84ms
step:32841/40500 train_loss:1.5753 aux_loss:0.0023 train_time:23665917ms step_avg:720.84ms
step:32842/40500 train_loss:1.5161 aux_loss:0.0023 train_time:23666638ms step_avg:720.84ms
step:32843/40500 train_loss:1.5956 aux_loss:0.0024 train_time:23667358ms step_avg:720.84ms
step:32844/40500 train_loss:1.5243 aux_loss:0.0025 train_time:23668076ms step_avg:720.84ms
step:32845/40500 train_loss:1.5860 aux_loss:0.0024 train_time:23668799ms step_avg:720.84ms
step:32846/40500 train_loss:1.5508 aux_loss:0.0025 train_time:23669517ms step_avg:720.84ms
step:32847/40500 train_loss:1.5432 aux_loss:0.0027 train_time:23670236ms step_avg:720.84ms
step:32848/40500 train_loss:1.5528 aux_loss:0.0022 train_time:23670957ms step_avg:720.84ms
step:32849/40500 train_loss:1.5588 aux_loss:0.0022 train_time:23671677ms step_avg:720.84ms
step:32850/40500 train_loss:1.5086 aux_loss:0.0024 train_time:23672399ms step_avg:720.84ms
step:32851/40500 train_loss:1.5544 aux_loss:0.0025 train_time:23673120ms step_avg:720.84ms
step:32852/40500 train_loss:1.6574 aux_loss:0.0023 train_time:23673838ms step_avg:720.84ms
step:32853/40500 train_loss:1.5814 aux_loss:0.0023 train_time:23674557ms step_avg:720.84ms
step:32854/40500 train_loss:1.5522 aux_loss:0.0024 train_time:23675278ms step_avg:720.84ms
step:32855/40500 train_loss:1.6283 aux_loss:0.0025 train_time:23675999ms step_avg:720.84ms
step:32856/40500 train_loss:1.5862 aux_loss:0.0024 train_time:23676719ms step_avg:720.84ms
step:32857/40500 train_loss:1.5846 aux_loss:0.0024 train_time:23677442ms step_avg:720.84ms
step:32858/40500 train_loss:1.5413 aux_loss:0.0025 train_time:23678166ms step_avg:720.84ms
step:32859/40500 train_loss:1.5368 aux_loss:0.0025 train_time:23678888ms step_avg:720.84ms
step:32860/40500 train_loss:1.5953 aux_loss:0.0023 train_time:23679611ms step_avg:720.84ms
step:32861/40500 train_loss:1.5635 aux_loss:0.0023 train_time:23680332ms step_avg:720.84ms
step:32862/40500 train_loss:1.5329 aux_loss:0.0025 train_time:23681054ms step_avg:720.84ms
step:32863/40500 train_loss:1.5241 aux_loss:0.0026 train_time:23681774ms step_avg:720.84ms
step:32864/40500 train_loss:1.5381 aux_loss:0.0023 train_time:23682494ms step_avg:720.84ms
step:32865/40500 train_loss:1.5267 aux_loss:0.0024 train_time:23683214ms step_avg:720.84ms
step:32866/40500 train_loss:1.5510 aux_loss:0.0025 train_time:23683934ms step_avg:720.84ms
step:32867/40500 train_loss:1.5813 aux_loss:0.0024 train_time:23684653ms step_avg:720.84ms
step:32868/40500 train_loss:1.5476 aux_loss:0.0024 train_time:23685374ms step_avg:720.84ms
step:32869/40500 train_loss:1.4990 aux_loss:0.0026 train_time:23686094ms step_avg:720.84ms
step:32870/40500 train_loss:1.5654 aux_loss:0.0023 train_time:23686817ms step_avg:720.84ms
step:32871/40500 train_loss:1.5676 aux_loss:0.0022 train_time:23687537ms step_avg:720.84ms
step:32872/40500 train_loss:1.5816 aux_loss:0.0025 train_time:23688259ms step_avg:720.84ms
step:32873/40500 train_loss:1.5577 aux_loss:0.0027 train_time:23688982ms step_avg:720.84ms
step:32874/40500 train_loss:1.4754 aux_loss:0.0028 train_time:23689702ms step_avg:720.84ms
step:32875/40500 train_loss:1.5481 aux_loss:0.0023 train_time:23690425ms step_avg:720.84ms
step:32876/40500 train_loss:1.5133 aux_loss:0.0023 train_time:23691148ms step_avg:720.84ms
step:32877/40500 train_loss:1.5926 aux_loss:0.0023 train_time:23691869ms step_avg:720.84ms
step:32878/40500 train_loss:1.5846 aux_loss:0.0027 train_time:23692591ms step_avg:720.84ms
step:32879/40500 train_loss:1.4912 aux_loss:0.0024 train_time:23693312ms step_avg:720.84ms
step:32880/40500 train_loss:1.5448 aux_loss:0.0025 train_time:23694033ms step_avg:720.84ms
step:32881/40500 train_loss:1.5147 aux_loss:0.0024 train_time:23694754ms step_avg:720.84ms
step:32882/40500 train_loss:1.5971 aux_loss:0.0023 train_time:23695476ms step_avg:720.84ms
step:32883/40500 train_loss:1.5791 aux_loss:0.0022 train_time:23696196ms step_avg:720.84ms
step:32884/40500 train_loss:1.5422 aux_loss:0.0023 train_time:23696920ms step_avg:720.84ms
step:32885/40500 train_loss:1.5605 aux_loss:0.0025 train_time:23697641ms step_avg:720.84ms
step:32886/40500 train_loss:1.5213 aux_loss:0.0028 train_time:23698364ms step_avg:720.84ms
step:32887/40500 train_loss:1.5343 aux_loss:0.0023 train_time:23699086ms step_avg:720.84ms
step:32888/40500 train_loss:1.5811 aux_loss:0.0030 train_time:23699809ms step_avg:720.84ms
step:32889/40500 train_loss:1.5774 aux_loss:0.0025 train_time:23700530ms step_avg:720.84ms
step:32890/40500 train_loss:1.5299 aux_loss:0.0026 train_time:23701253ms step_avg:720.84ms
step:32891/40500 train_loss:1.5695 aux_loss:0.0024 train_time:23701972ms step_avg:720.84ms
step:32892/40500 train_loss:1.5181 aux_loss:0.0025 train_time:23702692ms step_avg:720.84ms
step:32893/40500 train_loss:1.5398 aux_loss:0.0026 train_time:23703411ms step_avg:720.84ms
step:32894/40500 train_loss:1.6172 aux_loss:0.0024 train_time:23704131ms step_avg:720.84ms
step:32895/40500 train_loss:1.5510 aux_loss:0.0023 train_time:23704853ms step_avg:720.84ms
step:32896/40500 train_loss:1.6024 aux_loss:0.0023 train_time:23705573ms step_avg:720.84ms
step:32897/40500 train_loss:1.5666 aux_loss:0.0025 train_time:23706296ms step_avg:720.84ms
step:32898/40500 train_loss:1.5464 aux_loss:0.0027 train_time:23707016ms step_avg:720.84ms
step:32899/40500 train_loss:1.5357 aux_loss:0.0025 train_time:23707741ms step_avg:720.84ms
step:32900/40500 train_loss:1.5928 aux_loss:0.0024 train_time:23708465ms step_avg:720.84ms
step:32901/40500 train_loss:1.5281 aux_loss:0.0026 train_time:23709185ms step_avg:720.84ms
step:32902/40500 train_loss:1.5595 aux_loss:0.0024 train_time:23709906ms step_avg:720.84ms
step:32903/40500 train_loss:1.5830 aux_loss:0.0025 train_time:23710627ms step_avg:720.84ms
step:32904/40500 train_loss:1.5536 aux_loss:0.0023 train_time:23711347ms step_avg:720.84ms
step:32905/40500 train_loss:1.5256 aux_loss:0.0023 train_time:23712065ms step_avg:720.84ms
step:32906/40500 train_loss:1.5904 aux_loss:0.0023 train_time:23712785ms step_avg:720.84ms
step:32907/40500 train_loss:1.5212 aux_loss:0.0023 train_time:23713504ms step_avg:720.84ms
step:32908/40500 train_loss:1.5505 aux_loss:0.0024 train_time:23714225ms step_avg:720.84ms
step:32909/40500 train_loss:1.5810 aux_loss:0.0023 train_time:23714945ms step_avg:720.84ms
step:32910/40500 train_loss:1.5973 aux_loss:0.0023 train_time:23715666ms step_avg:720.84ms
step:32911/40500 train_loss:1.5764 aux_loss:0.0024 train_time:23716385ms step_avg:720.84ms
step:32912/40500 train_loss:1.5807 aux_loss:0.0024 train_time:23717105ms step_avg:720.84ms
step:32913/40500 train_loss:1.5814 aux_loss:0.0024 train_time:23717826ms step_avg:720.84ms
step:32914/40500 train_loss:1.5581 aux_loss:0.0024 train_time:23718549ms step_avg:720.84ms
step:32915/40500 train_loss:1.5233 aux_loss:0.0023 train_time:23719269ms step_avg:720.84ms
step:32916/40500 train_loss:1.6181 aux_loss:0.0024 train_time:23719987ms step_avg:720.84ms
step:32917/40500 train_loss:1.6080 aux_loss:0.0028 train_time:23720710ms step_avg:720.84ms
step:32918/40500 train_loss:1.5206 aux_loss:0.0023 train_time:23721432ms step_avg:720.84ms
step:32919/40500 train_loss:1.5635 aux_loss:0.0024 train_time:23722154ms step_avg:720.84ms
step:32920/40500 train_loss:1.5731 aux_loss:0.0024 train_time:23722877ms step_avg:720.84ms
step:32921/40500 train_loss:1.5619 aux_loss:0.0025 train_time:23723599ms step_avg:720.84ms
step:32922/40500 train_loss:1.5886 aux_loss:0.0027 train_time:23724321ms step_avg:720.84ms
step:32923/40500 train_loss:1.5745 aux_loss:0.0024 train_time:23725042ms step_avg:720.84ms
step:32924/40500 train_loss:1.5759 aux_loss:0.0027 train_time:23725762ms step_avg:720.84ms
step:32925/40500 train_loss:1.5622 aux_loss:0.0025 train_time:23726481ms step_avg:720.84ms
step:32926/40500 train_loss:1.5447 aux_loss:0.0024 train_time:23727202ms step_avg:720.84ms
step:32927/40500 train_loss:1.5179 aux_loss:0.0023 train_time:23727922ms step_avg:720.84ms
step:32928/40500 train_loss:1.5848 aux_loss:0.0025 train_time:23728642ms step_avg:720.84ms
step:32929/40500 train_loss:1.5616 aux_loss:0.0021 train_time:23729363ms step_avg:720.84ms
step:32930/40500 train_loss:1.6347 aux_loss:0.0025 train_time:23730085ms step_avg:720.84ms
step:32931/40500 train_loss:1.5438 aux_loss:0.0024 train_time:23730806ms step_avg:720.84ms
step:32932/40500 train_loss:1.5484 aux_loss:0.0026 train_time:23731527ms step_avg:720.84ms
step:32933/40500 train_loss:1.5455 aux_loss:0.0024 train_time:23732253ms step_avg:720.84ms
step:32934/40500 train_loss:1.5575 aux_loss:0.0026 train_time:23732976ms step_avg:720.84ms
step:32935/40500 train_loss:1.5656 aux_loss:0.0023 train_time:23733698ms step_avg:720.84ms
step:32936/40500 train_loss:1.5517 aux_loss:0.0025 train_time:23734419ms step_avg:720.84ms
step:32937/40500 train_loss:1.5461 aux_loss:0.0023 train_time:23735140ms step_avg:720.84ms
step:32938/40500 train_loss:1.4811 aux_loss:0.0024 train_time:23735862ms step_avg:720.84ms
step:32939/40500 train_loss:1.5689 aux_loss:0.0027 train_time:23736583ms step_avg:720.84ms
step:32940/40500 train_loss:1.5387 aux_loss:0.0024 train_time:23737306ms step_avg:720.84ms
step:32941/40500 train_loss:1.5053 aux_loss:0.0025 train_time:23738028ms step_avg:720.84ms
step:32942/40500 train_loss:1.5643 aux_loss:0.0024 train_time:23738750ms step_avg:720.84ms
step:32943/40500 train_loss:1.5933 aux_loss:0.0026 train_time:23739472ms step_avg:720.84ms
step:32944/40500 train_loss:1.5253 aux_loss:0.0025 train_time:23740194ms step_avg:720.84ms
step:32945/40500 train_loss:1.5615 aux_loss:0.0023 train_time:23740914ms step_avg:720.84ms
step:32946/40500 train_loss:1.5083 aux_loss:0.0022 train_time:23741635ms step_avg:720.84ms
step:32947/40500 train_loss:1.5590 aux_loss:0.0023 train_time:23742356ms step_avg:720.84ms
step:32948/40500 train_loss:1.6016 aux_loss:0.0023 train_time:23743077ms step_avg:720.84ms
step:32949/40500 train_loss:1.5446 aux_loss:0.0025 train_time:23743797ms step_avg:720.84ms
step:32950/40500 train_loss:1.5332 aux_loss:0.0024 train_time:23744517ms step_avg:720.84ms
step:32951/40500 train_loss:1.5149 aux_loss:0.0023 train_time:23745238ms step_avg:720.84ms
step:32952/40500 train_loss:1.5589 aux_loss:0.0022 train_time:23745959ms step_avg:720.84ms
step:32953/40500 train_loss:1.5864 aux_loss:0.0025 train_time:23746682ms step_avg:720.84ms
step:32954/40500 train_loss:1.5748 aux_loss:0.0023 train_time:23747403ms step_avg:720.84ms
step:32955/40500 train_loss:1.5395 aux_loss:0.0023 train_time:23748126ms step_avg:720.84ms
step:32956/40500 train_loss:1.5517 aux_loss:0.0024 train_time:23748849ms step_avg:720.84ms
step:32957/40500 train_loss:1.5016 aux_loss:0.0023 train_time:23749573ms step_avg:720.84ms
step:32958/40500 train_loss:1.5383 aux_loss:0.0023 train_time:23750294ms step_avg:720.84ms
step:32959/40500 train_loss:1.5483 aux_loss:0.0028 train_time:23751015ms step_avg:720.84ms
step:32960/40500 train_loss:1.6229 aux_loss:0.0026 train_time:23751738ms step_avg:720.84ms
step:32961/40500 train_loss:1.5156 aux_loss:0.0024 train_time:23752460ms step_avg:720.84ms
step:32962/40500 train_loss:1.5795 aux_loss:0.0026 train_time:23753181ms step_avg:720.84ms
step:32963/40500 train_loss:1.5363 aux_loss:0.0023 train_time:23753903ms step_avg:720.84ms
step:32964/40500 train_loss:1.5117 aux_loss:0.0025 train_time:23754627ms step_avg:720.84ms
step:32965/40500 train_loss:1.5426 aux_loss:0.0023 train_time:23755350ms step_avg:720.84ms
step:32966/40500 train_loss:1.5517 aux_loss:0.0022 train_time:23756070ms step_avg:720.84ms
step:32967/40500 train_loss:1.5785 aux_loss:0.0023 train_time:23756793ms step_avg:720.84ms
step:32968/40500 train_loss:1.5686 aux_loss:0.0023 train_time:23757516ms step_avg:720.84ms
step:32969/40500 train_loss:1.5640 aux_loss:0.0024 train_time:23758234ms step_avg:720.84ms
step:32970/40500 train_loss:1.5377 aux_loss:0.0027 train_time:23758956ms step_avg:720.84ms
step:32971/40500 train_loss:1.5928 aux_loss:0.0024 train_time:23759677ms step_avg:720.84ms
step:32972/40500 train_loss:1.5499 aux_loss:0.0024 train_time:23760401ms step_avg:720.84ms
step:32973/40500 train_loss:1.5541 aux_loss:0.0025 train_time:23761122ms step_avg:720.84ms
step:32974/40500 train_loss:1.5462 aux_loss:0.0025 train_time:23761846ms step_avg:720.84ms
step:32975/40500 train_loss:1.4905 aux_loss:0.0024 train_time:23762570ms step_avg:720.84ms
step:32976/40500 train_loss:1.5505 aux_loss:0.0023 train_time:23763290ms step_avg:720.84ms
step:32977/40500 train_loss:1.5124 aux_loss:0.0027 train_time:23764011ms step_avg:720.84ms
step:32978/40500 train_loss:1.5488 aux_loss:0.0024 train_time:23764732ms step_avg:720.84ms
step:32979/40500 train_loss:1.5500 aux_loss:0.0025 train_time:23765453ms step_avg:720.84ms
step:32980/40500 train_loss:1.5356 aux_loss:0.0026 train_time:23766175ms step_avg:720.84ms
step:32981/40500 train_loss:1.5387 aux_loss:0.0024 train_time:23766897ms step_avg:720.84ms
step:32982/40500 train_loss:1.5453 aux_loss:0.0024 train_time:23767621ms step_avg:720.84ms
step:32983/40500 train_loss:1.5659 aux_loss:0.0025 train_time:23768344ms step_avg:720.84ms
step:32984/40500 train_loss:1.4862 aux_loss:0.0023 train_time:23769065ms step_avg:720.84ms
step:32985/40500 train_loss:1.6190 aux_loss:0.0026 train_time:23769788ms step_avg:720.84ms
step:32986/40500 train_loss:1.5848 aux_loss:0.0022 train_time:23770510ms step_avg:720.84ms
step:32987/40500 train_loss:1.5057 aux_loss:0.0023 train_time:23771232ms step_avg:720.84ms
step:32988/40500 train_loss:1.5437 aux_loss:0.0025 train_time:23771951ms step_avg:720.84ms
step:32989/40500 train_loss:1.5391 aux_loss:0.0028 train_time:23772674ms step_avg:720.84ms
step:32990/40500 train_loss:1.5556 aux_loss:0.0026 train_time:23773395ms step_avg:720.84ms
step:32991/40500 train_loss:1.5355 aux_loss:0.0022 train_time:23774116ms step_avg:720.84ms
step:32992/40500 train_loss:1.5413 aux_loss:0.0023 train_time:23774841ms step_avg:720.84ms
step:32993/40500 train_loss:1.5472 aux_loss:0.0025 train_time:23775565ms step_avg:720.84ms
step:32994/40500 train_loss:1.5400 aux_loss:0.0025 train_time:23776289ms step_avg:720.84ms
step:32995/40500 train_loss:1.5908 aux_loss:0.0024 train_time:23777010ms step_avg:720.84ms
step:32996/40500 train_loss:1.5414 aux_loss:0.0024 train_time:23777731ms step_avg:720.84ms
step:32997/40500 train_loss:1.5636 aux_loss:0.0026 train_time:23778451ms step_avg:720.84ms
step:32998/40500 train_loss:1.5225 aux_loss:0.0023 train_time:23779172ms step_avg:720.84ms
step:32999/40500 train_loss:1.5137 aux_loss:0.0024 train_time:23779895ms step_avg:720.84ms
step:33000/40500 train_loss:1.5662 aux_loss:0.0024 train_time:23780619ms step_avg:720.84ms
step:33001/40500 train_loss:1.5631 aux_loss:0.0024 train_time:23781339ms step_avg:720.84ms
step:33002/40500 train_loss:1.5562 aux_loss:0.0026 train_time:23782061ms step_avg:720.84ms
step:33003/40500 train_loss:1.5671 aux_loss:0.0025 train_time:23782785ms step_avg:720.84ms
step:33004/40500 train_loss:1.5257 aux_loss:0.0024 train_time:23783506ms step_avg:720.84ms
step:33005/40500 train_loss:1.6663 aux_loss:0.0026 train_time:23784227ms step_avg:720.84ms
step:33006/40500 train_loss:1.5737 aux_loss:0.0024 train_time:23784950ms step_avg:720.84ms
step:33007/40500 train_loss:1.4806 aux_loss:0.0031 train_time:23785671ms step_avg:720.84ms
step:33008/40500 train_loss:1.5436 aux_loss:0.0025 train_time:23786394ms step_avg:720.84ms
step:33009/40500 train_loss:1.5770 aux_loss:0.0023 train_time:23787116ms step_avg:720.84ms
step:33010/40500 train_loss:1.4650 aux_loss:0.0023 train_time:23787840ms step_avg:720.84ms
step:33011/40500 train_loss:1.5375 aux_loss:0.0023 train_time:23788563ms step_avg:720.84ms
step:33012/40500 train_loss:1.5828 aux_loss:0.0025 train_time:23789284ms step_avg:720.84ms
step:33013/40500 train_loss:1.5194 aux_loss:0.0025 train_time:23790007ms step_avg:720.84ms
step:33014/40500 train_loss:1.5617 aux_loss:0.0023 train_time:23790727ms step_avg:720.84ms
step:33015/40500 train_loss:1.5421 aux_loss:0.0022 train_time:23791449ms step_avg:720.84ms
step:33016/40500 train_loss:1.6376 aux_loss:0.0024 train_time:23792171ms step_avg:720.84ms
step:33017/40500 train_loss:1.5499 aux_loss:0.0025 train_time:23792896ms step_avg:720.84ms
step:33018/40500 train_loss:1.5367 aux_loss:0.0024 train_time:23793619ms step_avg:720.84ms
step:33019/40500 train_loss:1.4863 aux_loss:0.0023 train_time:23794341ms step_avg:720.84ms
step:33020/40500 train_loss:1.5242 aux_loss:0.0024 train_time:23795062ms step_avg:720.84ms
step:33021/40500 train_loss:1.5667 aux_loss:0.0025 train_time:23795783ms step_avg:720.84ms
step:33022/40500 train_loss:1.5414 aux_loss:0.0023 train_time:23796505ms step_avg:720.84ms
step:33023/40500 train_loss:1.5892 aux_loss:0.0027 train_time:23797227ms step_avg:720.84ms
step:33024/40500 train_loss:1.5302 aux_loss:0.0022 train_time:23797948ms step_avg:720.84ms
step:33025/40500 train_loss:1.5641 aux_loss:0.0023 train_time:23798671ms step_avg:720.84ms
step:33026/40500 train_loss:1.5197 aux_loss:0.0023 train_time:23799394ms step_avg:720.84ms
step:33027/40500 train_loss:1.6951 aux_loss:0.0024 train_time:23800118ms step_avg:720.84ms
step:33028/40500 train_loss:1.5728 aux_loss:0.0024 train_time:23800839ms step_avg:720.84ms
step:33029/40500 train_loss:1.5172 aux_loss:0.0025 train_time:23801559ms step_avg:720.84ms
step:33030/40500 train_loss:1.5152 aux_loss:0.0022 train_time:23802283ms step_avg:720.84ms
step:33031/40500 train_loss:1.5977 aux_loss:0.0023 train_time:23803006ms step_avg:720.84ms
step:33032/40500 train_loss:1.5773 aux_loss:0.0024 train_time:23803725ms step_avg:720.84ms
step:33033/40500 train_loss:1.5803 aux_loss:0.0023 train_time:23804446ms step_avg:720.84ms
step:33034/40500 train_loss:1.4902 aux_loss:0.0023 train_time:23805171ms step_avg:720.84ms
step:33035/40500 train_loss:1.5785 aux_loss:0.0027 train_time:23805892ms step_avg:720.84ms
step:33036/40500 train_loss:1.5693 aux_loss:0.0024 train_time:23806616ms step_avg:720.84ms
step:33037/40500 train_loss:1.5631 aux_loss:0.0025 train_time:23807338ms step_avg:720.84ms
step:33038/40500 train_loss:1.6114 aux_loss:0.0030 train_time:23808060ms step_avg:720.84ms
step:33039/40500 train_loss:1.5736 aux_loss:0.0024 train_time:23808782ms step_avg:720.84ms
step:33040/40500 train_loss:1.5104 aux_loss:0.0024 train_time:23809504ms step_avg:720.84ms
step:33041/40500 train_loss:1.5406 aux_loss:0.0032 train_time:23810225ms step_avg:720.84ms
step:33042/40500 train_loss:1.5463 aux_loss:0.0024 train_time:23810949ms step_avg:720.84ms
step:33043/40500 train_loss:1.5607 aux_loss:0.0025 train_time:23811671ms step_avg:720.84ms
step:33044/40500 train_loss:1.5459 aux_loss:0.0024 train_time:23812393ms step_avg:720.84ms
step:33045/40500 train_loss:1.5605 aux_loss:0.0023 train_time:23813116ms step_avg:720.85ms
step:33046/40500 train_loss:1.5107 aux_loss:0.0025 train_time:23813838ms step_avg:720.85ms
step:33047/40500 train_loss:1.5551 aux_loss:0.0024 train_time:23814560ms step_avg:720.85ms
step:33048/40500 train_loss:1.5796 aux_loss:0.0025 train_time:23815282ms step_avg:720.85ms
step:33049/40500 train_loss:1.6125 aux_loss:0.0023 train_time:23816004ms step_avg:720.85ms
step:33050/40500 train_loss:1.5255 aux_loss:0.0024 train_time:23816727ms step_avg:720.85ms
step:33051/40500 train_loss:1.5398 aux_loss:0.0024 train_time:23817449ms step_avg:720.85ms
step:33052/40500 train_loss:1.6039 aux_loss:0.0025 train_time:23818173ms step_avg:720.85ms
step:33053/40500 train_loss:1.5445 aux_loss:0.0023 train_time:23818895ms step_avg:720.85ms
step:33054/40500 train_loss:1.5998 aux_loss:0.0023 train_time:23819615ms step_avg:720.85ms
step:33055/40500 train_loss:1.5831 aux_loss:0.0023 train_time:23820336ms step_avg:720.85ms
step:33056/40500 train_loss:1.5776 aux_loss:0.0023 train_time:23821056ms step_avg:720.85ms
step:33057/40500 train_loss:1.5636 aux_loss:0.0023 train_time:23821777ms step_avg:720.85ms
step:33058/40500 train_loss:1.5382 aux_loss:0.0024 train_time:23822501ms step_avg:720.85ms
step:33059/40500 train_loss:1.5509 aux_loss:0.0023 train_time:23823221ms step_avg:720.85ms
step:33060/40500 train_loss:1.5322 aux_loss:0.0023 train_time:23823945ms step_avg:720.85ms
step:33061/40500 train_loss:1.5529 aux_loss:0.0023 train_time:23824669ms step_avg:720.85ms
step:33062/40500 train_loss:1.5664 aux_loss:0.0029 train_time:23825390ms step_avg:720.85ms
step:33063/40500 train_loss:1.5765 aux_loss:0.0023 train_time:23826113ms step_avg:720.85ms
step:33064/40500 train_loss:1.6135 aux_loss:0.0023 train_time:23826834ms step_avg:720.85ms
step:33065/40500 train_loss:1.5004 aux_loss:0.0023 train_time:23827554ms step_avg:720.85ms
step:33066/40500 train_loss:1.5546 aux_loss:0.0025 train_time:23828273ms step_avg:720.85ms
step:33067/40500 train_loss:1.5061 aux_loss:0.0026 train_time:23828995ms step_avg:720.85ms
step:33068/40500 train_loss:1.5495 aux_loss:0.0025 train_time:23829717ms step_avg:720.85ms
step:33069/40500 train_loss:1.6246 aux_loss:0.0026 train_time:23830438ms step_avg:720.85ms
step:33070/40500 train_loss:1.6181 aux_loss:0.0023 train_time:23831161ms step_avg:720.85ms
step:33071/40500 train_loss:1.5699 aux_loss:0.0025 train_time:23831884ms step_avg:720.85ms
step:33072/40500 train_loss:1.5483 aux_loss:0.0025 train_time:23832608ms step_avg:720.85ms
step:33073/40500 train_loss:1.4923 aux_loss:0.0023 train_time:23833331ms step_avg:720.85ms
step:33074/40500 train_loss:1.5212 aux_loss:0.0024 train_time:23834052ms step_avg:720.85ms
step:33075/40500 train_loss:1.5506 aux_loss:0.0023 train_time:23834773ms step_avg:720.85ms
step:33076/40500 train_loss:1.6185 aux_loss:0.0026 train_time:23835496ms step_avg:720.85ms
step:33077/40500 train_loss:1.5164 aux_loss:0.0022 train_time:23836217ms step_avg:720.85ms
step:33078/40500 train_loss:1.5398 aux_loss:0.0022 train_time:23836939ms step_avg:720.85ms
step:33079/40500 train_loss:1.5252 aux_loss:0.0023 train_time:23837663ms step_avg:720.85ms
step:33080/40500 train_loss:1.5394 aux_loss:0.0022 train_time:23838386ms step_avg:720.85ms
step:33081/40500 train_loss:1.5885 aux_loss:0.0024 train_time:23839109ms step_avg:720.85ms
step:33082/40500 train_loss:1.5197 aux_loss:0.0023 train_time:23839830ms step_avg:720.85ms
step:33083/40500 train_loss:1.5631 aux_loss:0.0023 train_time:23840550ms step_avg:720.85ms
step:33084/40500 train_loss:1.5326 aux_loss:0.0023 train_time:23841273ms step_avg:720.85ms
step:33085/40500 train_loss:1.5370 aux_loss:0.0022 train_time:23841996ms step_avg:720.85ms
step:33086/40500 train_loss:1.5282 aux_loss:0.0024 train_time:23842718ms step_avg:720.85ms
step:33087/40500 train_loss:1.5687 aux_loss:0.0026 train_time:23843441ms step_avg:720.85ms
step:33088/40500 train_loss:1.5592 aux_loss:0.0036 train_time:23844166ms step_avg:720.85ms
step:33089/40500 train_loss:1.4847 aux_loss:0.0030 train_time:23844888ms step_avg:720.85ms
step:33090/40500 train_loss:1.5681 aux_loss:0.0024 train_time:23845608ms step_avg:720.85ms
step:33091/40500 train_loss:1.5782 aux_loss:0.0025 train_time:23846328ms step_avg:720.85ms
step:33092/40500 train_loss:1.5806 aux_loss:0.0026 train_time:23847051ms step_avg:720.85ms
step:33093/40500 train_loss:1.5661 aux_loss:0.0023 train_time:23847775ms step_avg:720.85ms
step:33094/40500 train_loss:1.5845 aux_loss:0.0025 train_time:23848498ms step_avg:720.85ms
step:33095/40500 train_loss:1.5854 aux_loss:0.0023 train_time:23849223ms step_avg:720.85ms
step:33096/40500 train_loss:1.5242 aux_loss:0.0024 train_time:23849946ms step_avg:720.85ms
step:33097/40500 train_loss:1.5779 aux_loss:0.0024 train_time:23850667ms step_avg:720.85ms
step:33098/40500 train_loss:1.5690 aux_loss:0.0023 train_time:23851389ms step_avg:720.85ms
step:33099/40500 train_loss:1.5478 aux_loss:0.0023 train_time:23852111ms step_avg:720.85ms
step:33100/40500 train_loss:1.5358 aux_loss:0.0024 train_time:23852833ms step_avg:720.85ms
step:33101/40500 train_loss:1.5344 aux_loss:0.0025 train_time:23853557ms step_avg:720.85ms
step:33102/40500 train_loss:1.6240 aux_loss:0.0027 train_time:23854282ms step_avg:720.85ms
step:33103/40500 train_loss:1.6090 aux_loss:0.0025 train_time:23855006ms step_avg:720.85ms
step:33104/40500 train_loss:1.5470 aux_loss:0.0022 train_time:23855726ms step_avg:720.85ms
step:33105/40500 train_loss:1.5536 aux_loss:0.0024 train_time:23856448ms step_avg:720.85ms
step:33106/40500 train_loss:1.5419 aux_loss:0.0024 train_time:23857171ms step_avg:720.85ms
step:33107/40500 train_loss:1.5379 aux_loss:0.0023 train_time:23857892ms step_avg:720.85ms
step:33108/40500 train_loss:1.5714 aux_loss:0.0025 train_time:23858616ms step_avg:720.85ms
step:33109/40500 train_loss:1.5685 aux_loss:0.0024 train_time:23859341ms step_avg:720.85ms
step:33110/40500 train_loss:1.5943 aux_loss:0.0027 train_time:23860063ms step_avg:720.85ms
step:33111/40500 train_loss:1.5411 aux_loss:0.0026 train_time:23860783ms step_avg:720.85ms
step:33112/40500 train_loss:1.5631 aux_loss:0.0027 train_time:23861506ms step_avg:720.85ms
step:33113/40500 train_loss:1.6324 aux_loss:0.0024 train_time:23862227ms step_avg:720.85ms
step:33114/40500 train_loss:1.5283 aux_loss:0.0023 train_time:23862950ms step_avg:720.85ms
step:33115/40500 train_loss:1.5729 aux_loss:0.0022 train_time:23863672ms step_avg:720.85ms
step:33116/40500 train_loss:1.5536 aux_loss:0.0022 train_time:23864393ms step_avg:720.85ms
step:33117/40500 train_loss:1.5847 aux_loss:0.0026 train_time:23865116ms step_avg:720.85ms
step:33118/40500 train_loss:1.5578 aux_loss:0.0023 train_time:23865840ms step_avg:720.85ms
step:33119/40500 train_loss:1.5223 aux_loss:0.0023 train_time:23866564ms step_avg:720.85ms
step:33120/40500 train_loss:1.5107 aux_loss:0.0024 train_time:23867287ms step_avg:720.85ms
step:33121/40500 train_loss:1.5827 aux_loss:0.0024 train_time:23868010ms step_avg:720.85ms
step:33122/40500 train_loss:1.5340 aux_loss:0.0023 train_time:23868732ms step_avg:720.85ms
step:33123/40500 train_loss:1.5651 aux_loss:0.0022 train_time:23869456ms step_avg:720.85ms
step:33124/40500 train_loss:1.5557 aux_loss:0.0023 train_time:23870178ms step_avg:720.85ms
step:33125/40500 train_loss:1.4901 aux_loss:0.0024 train_time:23870900ms step_avg:720.85ms
step:33126/40500 train_loss:1.5485 aux_loss:0.0022 train_time:23871623ms step_avg:720.85ms
step:33127/40500 train_loss:1.5804 aux_loss:0.0025 train_time:23872344ms step_avg:720.85ms
step:33128/40500 train_loss:1.5542 aux_loss:0.0025 train_time:23873067ms step_avg:720.85ms
step:33129/40500 train_loss:1.5326 aux_loss:0.0025 train_time:23873789ms step_avg:720.85ms
step:33130/40500 train_loss:1.5591 aux_loss:0.0025 train_time:23874514ms step_avg:720.85ms
step:33131/40500 train_loss:1.5901 aux_loss:0.0024 train_time:23875238ms step_avg:720.85ms
step:33132/40500 train_loss:1.6147 aux_loss:0.0025 train_time:23875959ms step_avg:720.85ms
step:33133/40500 train_loss:1.5388 aux_loss:0.0030 train_time:23876681ms step_avg:720.85ms
step:33134/40500 train_loss:1.5463 aux_loss:0.0024 train_time:23877402ms step_avg:720.85ms
step:33135/40500 train_loss:1.5597 aux_loss:0.0024 train_time:23878124ms step_avg:720.85ms
step:33136/40500 train_loss:1.4952 aux_loss:0.0024 train_time:23878843ms step_avg:720.85ms
step:33137/40500 train_loss:1.5140 aux_loss:0.0022 train_time:23879566ms step_avg:720.85ms
step:33138/40500 train_loss:1.5552 aux_loss:0.0024 train_time:23880289ms step_avg:720.85ms
step:33139/40500 train_loss:1.5266 aux_loss:0.0023 train_time:23881014ms step_avg:720.85ms
step:33140/40500 train_loss:1.5189 aux_loss:0.0022 train_time:23881737ms step_avg:720.85ms
step:33141/40500 train_loss:1.4455 aux_loss:0.0023 train_time:23882457ms step_avg:720.85ms
step:33142/40500 train_loss:1.5709 aux_loss:0.0026 train_time:23883178ms step_avg:720.85ms
step:33143/40500 train_loss:1.6442 aux_loss:0.0024 train_time:23883900ms step_avg:720.85ms
step:33144/40500 train_loss:1.4975 aux_loss:0.0023 train_time:23884619ms step_avg:720.85ms
step:33145/40500 train_loss:1.5738 aux_loss:0.0025 train_time:23885341ms step_avg:720.85ms
step:33146/40500 train_loss:1.5605 aux_loss:0.0025 train_time:23886062ms step_avg:720.85ms
step:33147/40500 train_loss:1.5815 aux_loss:0.0026 train_time:23886782ms step_avg:720.85ms
step:33148/40500 train_loss:1.4666 aux_loss:0.0023 train_time:23887504ms step_avg:720.85ms
step:33149/40500 train_loss:1.5653 aux_loss:0.0022 train_time:23888228ms step_avg:720.85ms
step:33150/40500 train_loss:1.5339 aux_loss:0.0022 train_time:23888954ms step_avg:720.85ms
step:33151/40500 train_loss:1.5781 aux_loss:0.0023 train_time:23889675ms step_avg:720.85ms
step:33152/40500 train_loss:1.5618 aux_loss:0.0022 train_time:23890396ms step_avg:720.85ms
step:33153/40500 train_loss:1.5890 aux_loss:0.0023 train_time:23891119ms step_avg:720.85ms
step:33154/40500 train_loss:1.5540 aux_loss:0.0023 train_time:23891841ms step_avg:720.85ms
step:33155/40500 train_loss:1.5564 aux_loss:0.0023 train_time:23892562ms step_avg:720.85ms
step:33156/40500 train_loss:1.5725 aux_loss:0.0024 train_time:23893287ms step_avg:720.85ms
step:33157/40500 train_loss:1.5548 aux_loss:0.0023 train_time:23894009ms step_avg:720.85ms
step:33158/40500 train_loss:1.5397 aux_loss:0.0023 train_time:23894731ms step_avg:720.85ms
step:33159/40500 train_loss:1.6265 aux_loss:0.0023 train_time:23895453ms step_avg:720.85ms
step:33160/40500 train_loss:1.5691 aux_loss:0.0023 train_time:23896174ms step_avg:720.85ms
step:33161/40500 train_loss:1.5642 aux_loss:0.0046 train_time:23896894ms step_avg:720.85ms
step:33162/40500 train_loss:1.5297 aux_loss:0.0022 train_time:23897616ms step_avg:720.85ms
step:33163/40500 train_loss:1.5067 aux_loss:0.0022 train_time:23898335ms step_avg:720.85ms
step:33164/40500 train_loss:1.5631 aux_loss:0.0022 train_time:23899058ms step_avg:720.85ms
step:33165/40500 train_loss:1.5765 aux_loss:0.0023 train_time:23899780ms step_avg:720.85ms
step:33166/40500 train_loss:1.5030 aux_loss:0.0023 train_time:23900503ms step_avg:720.85ms
step:33167/40500 train_loss:1.5117 aux_loss:0.0022 train_time:23901225ms step_avg:720.85ms
step:33168/40500 train_loss:1.5030 aux_loss:0.0023 train_time:23901947ms step_avg:720.85ms
step:33169/40500 train_loss:1.5645 aux_loss:0.0025 train_time:23902671ms step_avg:720.85ms
step:33170/40500 train_loss:1.5683 aux_loss:0.0027 train_time:23903391ms step_avg:720.85ms
step:33171/40500 train_loss:1.5180 aux_loss:0.0024 train_time:23904112ms step_avg:720.85ms
step:33172/40500 train_loss:1.5755 aux_loss:0.0025 train_time:23904834ms step_avg:720.85ms
step:33173/40500 train_loss:1.6728 aux_loss:0.0025 train_time:23905555ms step_avg:720.85ms
step:33174/40500 train_loss:1.5421 aux_loss:0.0024 train_time:23906277ms step_avg:720.85ms
step:33175/40500 train_loss:1.5938 aux_loss:0.0024 train_time:23907001ms step_avg:720.85ms
step:33176/40500 train_loss:1.5170 aux_loss:0.0023 train_time:23907724ms step_avg:720.85ms
step:33177/40500 train_loss:1.5883 aux_loss:0.0024 train_time:23908445ms step_avg:720.85ms
step:33178/40500 train_loss:1.5294 aux_loss:0.0023 train_time:23909167ms step_avg:720.85ms
step:33179/40500 train_loss:1.5358 aux_loss:0.0024 train_time:23909888ms step_avg:720.85ms
step:33180/40500 train_loss:1.5860 aux_loss:0.0023 train_time:23910609ms step_avg:720.85ms
step:33181/40500 train_loss:1.5547 aux_loss:0.0025 train_time:23911330ms step_avg:720.85ms
step:33182/40500 train_loss:1.5921 aux_loss:0.0024 train_time:23912049ms step_avg:720.85ms
step:33183/40500 train_loss:1.5820 aux_loss:0.0024 train_time:23912769ms step_avg:720.85ms
step:33184/40500 train_loss:1.6003 aux_loss:0.0024 train_time:23913488ms step_avg:720.85ms
step:33185/40500 train_loss:1.5151 aux_loss:0.0023 train_time:23914208ms step_avg:720.85ms
step:33186/40500 train_loss:1.5488 aux_loss:0.0023 train_time:23914931ms step_avg:720.85ms
step:33187/40500 train_loss:1.5579 aux_loss:0.0024 train_time:23915653ms step_avg:720.85ms
step:33188/40500 train_loss:1.5039 aux_loss:0.0026 train_time:23916375ms step_avg:720.85ms
step:33189/40500 train_loss:1.5348 aux_loss:0.0023 train_time:23917096ms step_avg:720.85ms
step:33190/40500 train_loss:1.5581 aux_loss:0.0033 train_time:23917821ms step_avg:720.85ms
step:33191/40500 train_loss:1.5040 aux_loss:0.0023 train_time:23918542ms step_avg:720.85ms
step:33192/40500 train_loss:1.5885 aux_loss:0.0024 train_time:23919264ms step_avg:720.85ms
step:33193/40500 train_loss:1.5828 aux_loss:0.0023 train_time:23919985ms step_avg:720.85ms
step:33194/40500 train_loss:1.5232 aux_loss:0.0025 train_time:23920707ms step_avg:720.85ms
step:33195/40500 train_loss:1.5746 aux_loss:0.0025 train_time:23921427ms step_avg:720.85ms
step:33196/40500 train_loss:1.5400 aux_loss:0.0022 train_time:23922147ms step_avg:720.85ms
step:33197/40500 train_loss:1.5423 aux_loss:0.0025 train_time:23922869ms step_avg:720.85ms
step:33198/40500 train_loss:1.5825 aux_loss:0.0025 train_time:23923591ms step_avg:720.85ms
step:33199/40500 train_loss:1.5570 aux_loss:0.0024 train_time:23924313ms step_avg:720.85ms
step:33200/40500 train_loss:1.5514 aux_loss:0.0024 train_time:23925035ms step_avg:720.85ms
step:33201/40500 train_loss:1.5737 aux_loss:0.0024 train_time:23925759ms step_avg:720.85ms
step:33202/40500 train_loss:1.5389 aux_loss:0.0023 train_time:23926482ms step_avg:720.85ms
step:33203/40500 train_loss:1.5417 aux_loss:0.0025 train_time:23927202ms step_avg:720.85ms
step:33204/40500 train_loss:1.5121 aux_loss:0.0025 train_time:23927924ms step_avg:720.85ms
step:33205/40500 train_loss:1.4800 aux_loss:0.0023 train_time:23928646ms step_avg:720.85ms
step:33206/40500 train_loss:1.5700 aux_loss:0.0023 train_time:23929366ms step_avg:720.85ms
step:33207/40500 train_loss:1.5292 aux_loss:0.0027 train_time:23930087ms step_avg:720.85ms
step:33208/40500 train_loss:1.5439 aux_loss:0.0024 train_time:23930808ms step_avg:720.85ms
step:33209/40500 train_loss:1.5686 aux_loss:0.0026 train_time:23931528ms step_avg:720.85ms
step:33210/40500 train_loss:1.5841 aux_loss:0.0023 train_time:23932250ms step_avg:720.85ms
step:33211/40500 train_loss:1.5014 aux_loss:0.0023 train_time:23932967ms step_avg:720.85ms
step:33212/40500 train_loss:1.6029 aux_loss:0.0024 train_time:23933693ms step_avg:720.85ms
step:33213/40500 train_loss:1.5616 aux_loss:0.0025 train_time:23934415ms step_avg:720.85ms
step:33214/40500 train_loss:1.5717 aux_loss:0.0024 train_time:23935138ms step_avg:720.85ms
step:33215/40500 train_loss:1.5691 aux_loss:0.0025 train_time:23935862ms step_avg:720.85ms
step:33216/40500 train_loss:1.5260 aux_loss:0.0022 train_time:23936582ms step_avg:720.85ms
step:33217/40500 train_loss:1.5779 aux_loss:0.0031 train_time:23937303ms step_avg:720.85ms
step:33218/40500 train_loss:1.5813 aux_loss:0.0022 train_time:23938024ms step_avg:720.85ms
step:33219/40500 train_loss:1.5612 aux_loss:0.0024 train_time:23938744ms step_avg:720.85ms
step:33220/40500 train_loss:1.4820 aux_loss:0.0030 train_time:23939467ms step_avg:720.85ms
step:33221/40500 train_loss:1.5289 aux_loss:0.0027 train_time:23940189ms step_avg:720.85ms
step:33222/40500 train_loss:1.6187 aux_loss:0.0025 train_time:23940913ms step_avg:720.85ms
step:33223/40500 train_loss:1.5179 aux_loss:0.0025 train_time:23941635ms step_avg:720.85ms
step:33224/40500 train_loss:1.5368 aux_loss:0.0023 train_time:23942360ms step_avg:720.85ms
step:33225/40500 train_loss:1.5185 aux_loss:0.0023 train_time:23943081ms step_avg:720.85ms
step:33226/40500 train_loss:1.5960 aux_loss:0.0023 train_time:23943804ms step_avg:720.85ms
step:33227/40500 train_loss:1.6308 aux_loss:0.0024 train_time:23944525ms step_avg:720.85ms
step:33228/40500 train_loss:1.5503 aux_loss:0.0025 train_time:23945248ms step_avg:720.85ms
step:33229/40500 train_loss:1.5106 aux_loss:0.0022 train_time:23945970ms step_avg:720.85ms
step:33230/40500 train_loss:1.5242 aux_loss:0.0024 train_time:23946696ms step_avg:720.85ms
step:33231/40500 train_loss:1.6140 aux_loss:0.0025 train_time:23947418ms step_avg:720.85ms
step:33232/40500 train_loss:1.5320 aux_loss:0.0024 train_time:23948140ms step_avg:720.85ms
step:33233/40500 train_loss:1.5763 aux_loss:0.0025 train_time:23948863ms step_avg:720.85ms
step:33234/40500 train_loss:1.5475 aux_loss:0.0024 train_time:23949584ms step_avg:720.85ms
step:33235/40500 train_loss:1.5495 aux_loss:0.0023 train_time:23950307ms step_avg:720.85ms
step:33236/40500 train_loss:1.5273 aux_loss:0.0031 train_time:23951026ms step_avg:720.85ms
step:33237/40500 train_loss:1.5674 aux_loss:0.0025 train_time:23951748ms step_avg:720.85ms
step:33238/40500 train_loss:1.4731 aux_loss:0.0022 train_time:23952474ms step_avg:720.85ms
step:33239/40500 train_loss:1.5249 aux_loss:0.0024 train_time:23953198ms step_avg:720.85ms
step:33240/40500 train_loss:1.6033 aux_loss:0.0025 train_time:23953920ms step_avg:720.85ms
step:33241/40500 train_loss:1.5208 aux_loss:0.0023 train_time:23954642ms step_avg:720.85ms
step:33242/40500 train_loss:1.6092 aux_loss:0.0025 train_time:23955366ms step_avg:720.85ms
step:33243/40500 train_loss:1.5946 aux_loss:0.0025 train_time:23956088ms step_avg:720.85ms
step:33244/40500 train_loss:1.5612 aux_loss:0.0026 train_time:23956812ms step_avg:720.85ms
step:33245/40500 train_loss:1.5730 aux_loss:0.0025 train_time:23957536ms step_avg:720.85ms
step:33246/40500 train_loss:1.4962 aux_loss:0.0027 train_time:23958256ms step_avg:720.85ms
step:33247/40500 train_loss:1.5009 aux_loss:0.0025 train_time:23958976ms step_avg:720.85ms
step:33248/40500 train_loss:1.5545 aux_loss:0.0027 train_time:23959698ms step_avg:720.85ms
step:33249/40500 train_loss:1.4760 aux_loss:0.0027 train_time:23960421ms step_avg:720.85ms
step:33250/40500 train_loss:1.5687 aux_loss:0.0027 train_time:23961141ms step_avg:720.85ms
step:33251/40500 train_loss:1.5837 aux_loss:0.0025 train_time:23961864ms step_avg:720.85ms
step:33252/40500 train_loss:1.5372 aux_loss:0.0024 train_time:23962589ms step_avg:720.85ms
step:33253/40500 train_loss:1.5238 aux_loss:0.0023 train_time:23963314ms step_avg:720.85ms
step:33254/40500 train_loss:1.5242 aux_loss:0.0024 train_time:23964033ms step_avg:720.85ms
step:33255/40500 train_loss:1.6189 aux_loss:0.0024 train_time:23964756ms step_avg:720.85ms
step:33256/40500 train_loss:1.5316 aux_loss:0.0024 train_time:23965479ms step_avg:720.85ms
step:33257/40500 train_loss:1.4996 aux_loss:0.0023 train_time:23966200ms step_avg:720.85ms
step:33258/40500 train_loss:1.5512 aux_loss:0.0024 train_time:23966922ms step_avg:720.85ms
step:33259/40500 train_loss:1.5028 aux_loss:0.0024 train_time:23967648ms step_avg:720.85ms
step:33260/40500 train_loss:1.5816 aux_loss:0.0024 train_time:23968369ms step_avg:720.85ms
step:33261/40500 train_loss:1.5380 aux_loss:0.0025 train_time:23969094ms step_avg:720.85ms
step:33262/40500 train_loss:1.5225 aux_loss:0.0023 train_time:23969815ms step_avg:720.85ms
step:33263/40500 train_loss:1.5776 aux_loss:0.0024 train_time:23970539ms step_avg:720.85ms
step:33264/40500 train_loss:1.5635 aux_loss:0.0024 train_time:23971259ms step_avg:720.85ms
step:33265/40500 train_loss:1.5404 aux_loss:0.0027 train_time:23971981ms step_avg:720.85ms
step:33266/40500 train_loss:1.5371 aux_loss:0.0023 train_time:23972705ms step_avg:720.85ms
step:33267/40500 train_loss:1.5613 aux_loss:0.0023 train_time:23973430ms step_avg:720.85ms
step:33268/40500 train_loss:1.5211 aux_loss:0.0023 train_time:23974153ms step_avg:720.85ms
step:33269/40500 train_loss:1.5624 aux_loss:0.0022 train_time:23974874ms step_avg:720.85ms
step:33270/40500 train_loss:1.5644 aux_loss:0.0022 train_time:23975596ms step_avg:720.85ms
step:33271/40500 train_loss:1.5981 aux_loss:0.0022 train_time:23976320ms step_avg:720.85ms
step:33272/40500 train_loss:1.5858 aux_loss:0.0023 train_time:23977040ms step_avg:720.85ms
step:33273/40500 train_loss:1.5617 aux_loss:0.0023 train_time:23977768ms step_avg:720.85ms
step:33274/40500 train_loss:1.5640 aux_loss:0.0023 train_time:23978490ms step_avg:720.85ms
step:33275/40500 train_loss:1.5438 aux_loss:0.0024 train_time:23979209ms step_avg:720.85ms
step:33276/40500 train_loss:1.5836 aux_loss:0.0024 train_time:23979931ms step_avg:720.85ms
step:33277/40500 train_loss:1.6045 aux_loss:0.0026 train_time:23980654ms step_avg:720.85ms
step:33278/40500 train_loss:1.5492 aux_loss:0.0027 train_time:23981374ms step_avg:720.85ms
step:33279/40500 train_loss:1.5517 aux_loss:0.0026 train_time:23982097ms step_avg:720.85ms
step:33280/40500 train_loss:1.5527 aux_loss:0.0027 train_time:23982822ms step_avg:720.85ms
step:33281/40500 train_loss:1.5213 aux_loss:0.0024 train_time:23983542ms step_avg:720.85ms
step:33282/40500 train_loss:1.5341 aux_loss:0.0023 train_time:23984266ms step_avg:720.85ms
step:33283/40500 train_loss:1.5633 aux_loss:0.0025 train_time:23984987ms step_avg:720.85ms
step:33284/40500 train_loss:1.5645 aux_loss:0.0024 train_time:23985707ms step_avg:720.85ms
step:33285/40500 train_loss:1.6048 aux_loss:0.0023 train_time:23986428ms step_avg:720.85ms
step:33286/40500 train_loss:1.5587 aux_loss:0.0026 train_time:23987149ms step_avg:720.85ms
step:33287/40500 train_loss:1.5669 aux_loss:0.0024 train_time:23987872ms step_avg:720.85ms
step:33288/40500 train_loss:1.5352 aux_loss:0.0024 train_time:23988595ms step_avg:720.85ms
step:33289/40500 train_loss:1.5624 aux_loss:0.0024 train_time:23989316ms step_avg:720.85ms
step:33290/40500 train_loss:1.5545 aux_loss:0.0023 train_time:23990041ms step_avg:720.85ms
step:33291/40500 train_loss:1.6062 aux_loss:0.0024 train_time:23990764ms step_avg:720.85ms
step:33292/40500 train_loss:1.5572 aux_loss:0.0026 train_time:23991484ms step_avg:720.85ms
step:33293/40500 train_loss:1.5499 aux_loss:0.0027 train_time:23992207ms step_avg:720.85ms
step:33294/40500 train_loss:1.5985 aux_loss:0.0025 train_time:23992929ms step_avg:720.85ms
step:33295/40500 train_loss:1.4946 aux_loss:0.0026 train_time:23993647ms step_avg:720.85ms
step:33296/40500 train_loss:1.5266 aux_loss:0.0024 train_time:23994367ms step_avg:720.85ms
step:33297/40500 train_loss:1.5740 aux_loss:0.0024 train_time:23995087ms step_avg:720.85ms
step:33298/40500 train_loss:1.6035 aux_loss:0.0025 train_time:23995806ms step_avg:720.85ms
step:33299/40500 train_loss:1.5432 aux_loss:0.0024 train_time:23996526ms step_avg:720.85ms
step:33300/40500 train_loss:1.5144 aux_loss:0.0025 train_time:23997248ms step_avg:720.85ms
step:33301/40500 train_loss:1.5458 aux_loss:0.0023 train_time:23997967ms step_avg:720.85ms
step:33302/40500 train_loss:1.5635 aux_loss:0.0027 train_time:23998686ms step_avg:720.85ms
step:33303/40500 train_loss:1.5819 aux_loss:0.0025 train_time:23999408ms step_avg:720.85ms
step:33304/40500 train_loss:1.5249 aux_loss:0.0023 train_time:24000130ms step_avg:720.85ms
step:33305/40500 train_loss:1.5730 aux_loss:0.0026 train_time:24000847ms step_avg:720.85ms
step:33306/40500 train_loss:1.5695 aux_loss:0.0026 train_time:24001570ms step_avg:720.85ms
step:33307/40500 train_loss:1.6264 aux_loss:0.0027 train_time:24002293ms step_avg:720.85ms
step:33308/40500 train_loss:1.5739 aux_loss:0.0024 train_time:24003015ms step_avg:720.85ms
step:33309/40500 train_loss:1.5906 aux_loss:0.0024 train_time:24003739ms step_avg:720.85ms
step:33310/40500 train_loss:1.5210 aux_loss:0.0024 train_time:24004461ms step_avg:720.85ms
step:33311/40500 train_loss:1.5357 aux_loss:0.0023 train_time:24005180ms step_avg:720.85ms
step:33312/40500 train_loss:1.5137 aux_loss:0.0026 train_time:24005901ms step_avg:720.85ms
step:33313/40500 train_loss:1.6110 aux_loss:0.0026 train_time:24006622ms step_avg:720.85ms
step:33314/40500 train_loss:1.5274 aux_loss:0.0025 train_time:24007341ms step_avg:720.85ms
step:33315/40500 train_loss:1.5655 aux_loss:0.0023 train_time:24008063ms step_avg:720.85ms
step:33316/40500 train_loss:1.5766 aux_loss:0.0024 train_time:24008782ms step_avg:720.85ms
step:33317/40500 train_loss:1.5530 aux_loss:0.0024 train_time:24009503ms step_avg:720.85ms
step:33318/40500 train_loss:1.5025 aux_loss:0.0028 train_time:24010224ms step_avg:720.85ms
step:33319/40500 train_loss:1.5159 aux_loss:0.0023 train_time:24010945ms step_avg:720.85ms
step:33320/40500 train_loss:1.5980 aux_loss:0.0023 train_time:24011664ms step_avg:720.85ms
step:33321/40500 train_loss:1.5680 aux_loss:0.0024 train_time:24012388ms step_avg:720.85ms
step:33322/40500 train_loss:1.5329 aux_loss:0.0025 train_time:24013110ms step_avg:720.85ms
step:33323/40500 train_loss:1.6107 aux_loss:0.0024 train_time:24013830ms step_avg:720.85ms
step:33324/40500 train_loss:1.5988 aux_loss:0.0026 train_time:24014554ms step_avg:720.85ms
step:33325/40500 train_loss:1.5455 aux_loss:0.0024 train_time:24015277ms step_avg:720.85ms
step:33326/40500 train_loss:1.5897 aux_loss:0.0022 train_time:24015998ms step_avg:720.85ms
step:33327/40500 train_loss:1.5500 aux_loss:0.0022 train_time:24016719ms step_avg:720.85ms
step:33328/40500 train_loss:1.5550 aux_loss:0.0021 train_time:24017440ms step_avg:720.85ms
step:33329/40500 train_loss:1.5738 aux_loss:0.0021 train_time:24018161ms step_avg:720.85ms
step:33330/40500 train_loss:1.5562 aux_loss:0.0025 train_time:24018881ms step_avg:720.85ms
step:33331/40500 train_loss:1.5452 aux_loss:0.0023 train_time:24019603ms step_avg:720.85ms
step:33332/40500 train_loss:1.5045 aux_loss:0.0025 train_time:24020324ms step_avg:720.85ms
step:33333/40500 train_loss:1.5355 aux_loss:0.0023 train_time:24021044ms step_avg:720.85ms
step:33334/40500 train_loss:1.5715 aux_loss:0.0025 train_time:24021767ms step_avg:720.85ms
step:33335/40500 train_loss:1.5252 aux_loss:0.0037 train_time:24022488ms step_avg:720.85ms
step:33336/40500 train_loss:1.5871 aux_loss:0.0025 train_time:24023211ms step_avg:720.85ms
step:33337/40500 train_loss:1.6087 aux_loss:0.0025 train_time:24023933ms step_avg:720.85ms
step:33338/40500 train_loss:1.5600 aux_loss:0.0023 train_time:24024656ms step_avg:720.86ms
step:33339/40500 train_loss:1.5641 aux_loss:0.0023 train_time:24025376ms step_avg:720.85ms
step:33340/40500 train_loss:1.6231 aux_loss:0.0023 train_time:24026098ms step_avg:720.86ms
step:33341/40500 train_loss:1.5702 aux_loss:0.0024 train_time:24026818ms step_avg:720.85ms
step:33342/40500 train_loss:1.5588 aux_loss:0.0023 train_time:24027539ms step_avg:720.86ms
step:33343/40500 train_loss:1.5739 aux_loss:0.0025 train_time:24028260ms step_avg:720.86ms
step:33344/40500 train_loss:1.6334 aux_loss:0.0024 train_time:24028983ms step_avg:720.86ms
step:33345/40500 train_loss:1.5616 aux_loss:0.0023 train_time:24029705ms step_avg:720.86ms
step:33346/40500 train_loss:1.5821 aux_loss:0.0027 train_time:24030426ms step_avg:720.86ms
step:33347/40500 train_loss:1.5510 aux_loss:0.0023 train_time:24031149ms step_avg:720.86ms
step:33348/40500 train_loss:1.5084 aux_loss:0.0025 train_time:24031873ms step_avg:720.86ms
step:33349/40500 train_loss:1.5497 aux_loss:0.0024 train_time:24032594ms step_avg:720.86ms
step:33350/40500 train_loss:1.5210 aux_loss:0.0023 train_time:24033313ms step_avg:720.86ms
step:33351/40500 train_loss:1.5586 aux_loss:0.0024 train_time:24034035ms step_avg:720.86ms
step:33352/40500 train_loss:1.5118 aux_loss:0.0027 train_time:24034756ms step_avg:720.86ms
step:33353/40500 train_loss:1.5661 aux_loss:0.0025 train_time:24035474ms step_avg:720.86ms
step:33354/40500 train_loss:1.5674 aux_loss:0.0030 train_time:24036196ms step_avg:720.86ms
step:33355/40500 train_loss:1.5715 aux_loss:0.0024 train_time:24036917ms step_avg:720.86ms
step:33356/40500 train_loss:1.5055 aux_loss:0.0025 train_time:24037635ms step_avg:720.86ms
step:33357/40500 train_loss:1.5746 aux_loss:0.0025 train_time:24038354ms step_avg:720.86ms
step:33358/40500 train_loss:1.5188 aux_loss:0.0027 train_time:24039076ms step_avg:720.86ms
step:33359/40500 train_loss:1.5299 aux_loss:0.0025 train_time:24039800ms step_avg:720.86ms
step:33360/40500 train_loss:1.5688 aux_loss:0.0023 train_time:24040522ms step_avg:720.86ms
step:33361/40500 train_loss:1.5505 aux_loss:0.0023 train_time:24041243ms step_avg:720.86ms
step:33362/40500 train_loss:1.5701 aux_loss:0.0021 train_time:24041965ms step_avg:720.86ms
step:33363/40500 train_loss:1.5308 aux_loss:0.0024 train_time:24042689ms step_avg:720.86ms
step:33364/40500 train_loss:1.5435 aux_loss:0.0029 train_time:24043411ms step_avg:720.86ms
step:33365/40500 train_loss:1.5209 aux_loss:0.0025 train_time:24044131ms step_avg:720.86ms
step:33366/40500 train_loss:1.5660 aux_loss:0.0023 train_time:24044852ms step_avg:720.86ms
step:33367/40500 train_loss:1.5490 aux_loss:0.0023 train_time:24045573ms step_avg:720.86ms
step:33368/40500 train_loss:1.6015 aux_loss:0.0024 train_time:24046294ms step_avg:720.86ms
step:33369/40500 train_loss:1.5199 aux_loss:0.0023 train_time:24047015ms step_avg:720.86ms
step:33370/40500 train_loss:1.5637 aux_loss:0.0024 train_time:24047738ms step_avg:720.86ms
step:33371/40500 train_loss:1.5871 aux_loss:0.0024 train_time:24048458ms step_avg:720.86ms
step:33372/40500 train_loss:1.5109 aux_loss:0.0022 train_time:24049178ms step_avg:720.86ms
step:33373/40500 train_loss:1.5600 aux_loss:0.0024 train_time:24049901ms step_avg:720.86ms
step:33374/40500 train_loss:1.5236 aux_loss:0.0022 train_time:24050625ms step_avg:720.86ms
step:33375/40500 train_loss:1.5974 aux_loss:0.0022 train_time:24051347ms step_avg:720.86ms
step:33376/40500 train_loss:1.5129 aux_loss:0.0024 train_time:24052066ms step_avg:720.86ms
step:33377/40500 train_loss:1.5163 aux_loss:0.0023 train_time:24052789ms step_avg:720.86ms
step:33378/40500 train_loss:1.5262 aux_loss:0.0024 train_time:24053509ms step_avg:720.86ms
step:33379/40500 train_loss:1.5087 aux_loss:0.0022 train_time:24054230ms step_avg:720.86ms
step:33380/40500 train_loss:1.5361 aux_loss:0.0024 train_time:24054950ms step_avg:720.86ms
step:33381/40500 train_loss:1.5169 aux_loss:0.0023 train_time:24055670ms step_avg:720.86ms
step:33382/40500 train_loss:1.5743 aux_loss:0.0022 train_time:24056391ms step_avg:720.86ms
step:33383/40500 train_loss:1.5762 aux_loss:0.0023 train_time:24057113ms step_avg:720.86ms
step:33384/40500 train_loss:1.5598 aux_loss:0.0027 train_time:24057834ms step_avg:720.86ms
step:33385/40500 train_loss:1.5404 aux_loss:0.0025 train_time:24058556ms step_avg:720.86ms
step:33386/40500 train_loss:1.5427 aux_loss:0.0025 train_time:24059284ms step_avg:720.86ms
step:33387/40500 train_loss:1.5379 aux_loss:0.0026 train_time:24060007ms step_avg:720.86ms
step:33388/40500 train_loss:1.5685 aux_loss:0.0025 train_time:24060727ms step_avg:720.86ms
step:33389/40500 train_loss:1.5873 aux_loss:0.0023 train_time:24061446ms step_avg:720.86ms
step:33390/40500 train_loss:1.5606 aux_loss:0.0025 train_time:24062168ms step_avg:720.86ms
step:33391/40500 train_loss:1.5463 aux_loss:0.0026 train_time:24062889ms step_avg:720.86ms
step:33392/40500 train_loss:1.5659 aux_loss:0.0025 train_time:24063606ms step_avg:720.86ms
step:33393/40500 train_loss:1.5232 aux_loss:0.0024 train_time:24064329ms step_avg:720.86ms
step:33394/40500 train_loss:1.5320 aux_loss:0.0031 train_time:24065050ms step_avg:720.86ms
step:33395/40500 train_loss:1.5690 aux_loss:0.0023 train_time:24065771ms step_avg:720.86ms
step:33396/40500 train_loss:1.5022 aux_loss:0.0024 train_time:24066492ms step_avg:720.86ms
step:33397/40500 train_loss:1.5269 aux_loss:0.0024 train_time:24067215ms step_avg:720.86ms
step:33398/40500 train_loss:1.5198 aux_loss:0.0022 train_time:24067938ms step_avg:720.86ms
step:33399/40500 train_loss:1.5419 aux_loss:0.0022 train_time:24068661ms step_avg:720.86ms
step:33400/40500 train_loss:1.5861 aux_loss:0.0023 train_time:24069383ms step_avg:720.86ms
step:33401/40500 train_loss:1.5443 aux_loss:0.0025 train_time:24070104ms step_avg:720.86ms
step:33402/40500 train_loss:1.5775 aux_loss:0.0032 train_time:24070826ms step_avg:720.86ms
step:33403/40500 train_loss:1.5798 aux_loss:0.0026 train_time:24071545ms step_avg:720.86ms
step:33404/40500 train_loss:1.5819 aux_loss:0.0024 train_time:24072268ms step_avg:720.86ms
step:33405/40500 train_loss:1.5850 aux_loss:0.0024 train_time:24072992ms step_avg:720.86ms
step:33406/40500 train_loss:1.5545 aux_loss:0.0026 train_time:24073713ms step_avg:720.86ms
step:33407/40500 train_loss:1.5266 aux_loss:0.0023 train_time:24074437ms step_avg:720.86ms
step:33408/40500 train_loss:1.5108 aux_loss:0.0028 train_time:24075158ms step_avg:720.86ms
step:33409/40500 train_loss:1.6202 aux_loss:0.0024 train_time:24075881ms step_avg:720.86ms
step:33410/40500 train_loss:1.5221 aux_loss:0.0026 train_time:24076600ms step_avg:720.86ms
step:33411/40500 train_loss:1.5517 aux_loss:0.0024 train_time:24077322ms step_avg:720.86ms
step:33412/40500 train_loss:1.5929 aux_loss:0.0024 train_time:24078042ms step_avg:720.86ms
step:33413/40500 train_loss:1.5242 aux_loss:0.0024 train_time:24078761ms step_avg:720.86ms
step:33414/40500 train_loss:1.5649 aux_loss:0.0029 train_time:24079484ms step_avg:720.86ms
step:33415/40500 train_loss:1.6475 aux_loss:0.0024 train_time:24080206ms step_avg:720.86ms
step:33416/40500 train_loss:1.5478 aux_loss:0.0022 train_time:24080927ms step_avg:720.86ms
step:33417/40500 train_loss:1.5359 aux_loss:0.0023 train_time:24081648ms step_avg:720.86ms
step:33418/40500 train_loss:1.5524 aux_loss:0.0024 train_time:24082373ms step_avg:720.86ms
step:33419/40500 train_loss:1.5351 aux_loss:0.0026 train_time:24083095ms step_avg:720.86ms
step:33420/40500 train_loss:1.5509 aux_loss:0.0022 train_time:24083819ms step_avg:720.86ms
step:33421/40500 train_loss:1.5398 aux_loss:0.0023 train_time:24084540ms step_avg:720.86ms
step:33422/40500 train_loss:1.5218 aux_loss:0.0023 train_time:24085262ms step_avg:720.86ms
step:33423/40500 train_loss:1.5396 aux_loss:0.0025 train_time:24085984ms step_avg:720.86ms
step:33424/40500 train_loss:1.5650 aux_loss:0.0025 train_time:24086708ms step_avg:720.86ms
step:33425/40500 train_loss:1.5690 aux_loss:0.0027 train_time:24087431ms step_avg:720.86ms
step:33426/40500 train_loss:1.5487 aux_loss:0.0023 train_time:24088153ms step_avg:720.86ms
step:33427/40500 train_loss:1.5263 aux_loss:0.0025 train_time:24088874ms step_avg:720.86ms
step:33428/40500 train_loss:1.5742 aux_loss:0.0024 train_time:24089598ms step_avg:720.86ms
step:33429/40500 train_loss:1.4995 aux_loss:0.0024 train_time:24090321ms step_avg:720.86ms
step:33430/40500 train_loss:1.5547 aux_loss:0.0023 train_time:24091043ms step_avg:720.86ms
step:33431/40500 train_loss:1.5350 aux_loss:0.0023 train_time:24091764ms step_avg:720.86ms
step:33432/40500 train_loss:1.6120 aux_loss:0.0021 train_time:24092488ms step_avg:720.86ms
step:33433/40500 train_loss:1.5245 aux_loss:0.0024 train_time:24093211ms step_avg:720.86ms
step:33434/40500 train_loss:1.6078 aux_loss:0.0022 train_time:24093930ms step_avg:720.86ms
step:33435/40500 train_loss:1.5668 aux_loss:0.0024 train_time:24094656ms step_avg:720.86ms
step:33436/40500 train_loss:1.5986 aux_loss:0.0023 train_time:24095377ms step_avg:720.86ms
step:33437/40500 train_loss:1.5142 aux_loss:0.0023 train_time:24096098ms step_avg:720.86ms
step:33438/40500 train_loss:1.5678 aux_loss:0.0025 train_time:24096820ms step_avg:720.86ms
step:33439/40500 train_loss:1.6185 aux_loss:0.0026 train_time:24097544ms step_avg:720.86ms
step:33440/40500 train_loss:1.5085 aux_loss:0.0023 train_time:24098266ms step_avg:720.86ms
step:33441/40500 train_loss:1.5607 aux_loss:0.0022 train_time:24098989ms step_avg:720.86ms
step:33442/40500 train_loss:1.6050 aux_loss:0.0025 train_time:24099714ms step_avg:720.86ms
step:33443/40500 train_loss:1.5545 aux_loss:0.0025 train_time:24100437ms step_avg:720.86ms
step:33444/40500 train_loss:1.5798 aux_loss:0.0023 train_time:24101156ms step_avg:720.86ms
step:33445/40500 train_loss:1.5405 aux_loss:0.0030 train_time:24101876ms step_avg:720.86ms
step:33446/40500 train_loss:1.4976 aux_loss:0.0027 train_time:24102595ms step_avg:720.86ms
step:33447/40500 train_loss:1.5758 aux_loss:0.0025 train_time:24103317ms step_avg:720.86ms
step:33448/40500 train_loss:1.5854 aux_loss:0.0024 train_time:24104041ms step_avg:720.86ms
step:33449/40500 train_loss:1.5172 aux_loss:0.0023 train_time:24104763ms step_avg:720.86ms
step:33450/40500 train_loss:1.5311 aux_loss:0.0024 train_time:24105487ms step_avg:720.86ms
step:33451/40500 train_loss:1.5795 aux_loss:0.0023 train_time:24106212ms step_avg:720.86ms
step:33452/40500 train_loss:1.5245 aux_loss:0.0022 train_time:24106931ms step_avg:720.86ms
step:33453/40500 train_loss:1.5535 aux_loss:0.0022 train_time:24107652ms step_avg:720.86ms
step:33454/40500 train_loss:1.5773 aux_loss:0.0023 train_time:24108375ms step_avg:720.86ms
step:33455/40500 train_loss:1.5562 aux_loss:0.0026 train_time:24109097ms step_avg:720.86ms
step:33456/40500 train_loss:1.5434 aux_loss:0.0025 train_time:24109821ms step_avg:720.86ms
step:33457/40500 train_loss:1.5536 aux_loss:0.0037 train_time:24110545ms step_avg:720.86ms
step:33458/40500 train_loss:1.5279 aux_loss:0.0025 train_time:24111266ms step_avg:720.86ms
step:33459/40500 train_loss:1.5292 aux_loss:0.0027 train_time:24111989ms step_avg:720.86ms
step:33460/40500 train_loss:1.5370 aux_loss:0.0024 train_time:24112711ms step_avg:720.86ms
step:33461/40500 train_loss:1.5810 aux_loss:0.0024 train_time:24113433ms step_avg:720.86ms
step:33462/40500 train_loss:1.5322 aux_loss:0.0023 train_time:24114157ms step_avg:720.86ms
step:33463/40500 train_loss:1.5896 aux_loss:0.0025 train_time:24114881ms step_avg:720.86ms
step:33464/40500 train_loss:1.5840 aux_loss:0.0023 train_time:24115602ms step_avg:720.86ms
step:33465/40500 train_loss:1.6116 aux_loss:0.0025 train_time:24116329ms step_avg:720.86ms
step:33466/40500 train_loss:1.5769 aux_loss:0.0023 train_time:24117051ms step_avg:720.86ms
step:33467/40500 train_loss:1.5674 aux_loss:0.0024 train_time:24117772ms step_avg:720.86ms
step:33468/40500 train_loss:1.5856 aux_loss:0.0026 train_time:24118495ms step_avg:720.86ms
step:33469/40500 train_loss:1.5518 aux_loss:0.0025 train_time:24119219ms step_avg:720.86ms
step:33470/40500 train_loss:1.5902 aux_loss:0.0023 train_time:24119940ms step_avg:720.86ms
step:33471/40500 train_loss:1.5712 aux_loss:0.0031 train_time:24120666ms step_avg:720.86ms
step:33472/40500 train_loss:1.5589 aux_loss:0.0023 train_time:24121389ms step_avg:720.86ms
step:33473/40500 train_loss:1.5760 aux_loss:0.0022 train_time:24122109ms step_avg:720.86ms
step:33474/40500 train_loss:1.4864 aux_loss:0.0022 train_time:24122832ms step_avg:720.86ms
step:33475/40500 train_loss:1.5542 aux_loss:0.0024 train_time:24123554ms step_avg:720.86ms
step:33476/40500 train_loss:1.5226 aux_loss:0.0027 train_time:24124277ms step_avg:720.86ms
step:33477/40500 train_loss:1.5561 aux_loss:0.0024 train_time:24125000ms step_avg:720.86ms
step:33478/40500 train_loss:1.5699 aux_loss:0.0023 train_time:24125725ms step_avg:720.86ms
step:33479/40500 train_loss:1.5727 aux_loss:0.0026 train_time:24126448ms step_avg:720.86ms
step:33480/40500 train_loss:1.6015 aux_loss:0.0026 train_time:24127170ms step_avg:720.86ms
step:33481/40500 train_loss:1.5765 aux_loss:0.0023 train_time:24127893ms step_avg:720.86ms
step:33482/40500 train_loss:1.6179 aux_loss:0.0028 train_time:24128614ms step_avg:720.86ms
step:33483/40500 train_loss:1.5380 aux_loss:0.0022 train_time:24129338ms step_avg:720.86ms
step:33484/40500 train_loss:1.5772 aux_loss:0.0022 train_time:24130063ms step_avg:720.86ms
step:33485/40500 train_loss:1.6132 aux_loss:0.0024 train_time:24130786ms step_avg:720.86ms
step:33486/40500 train_loss:1.5435 aux_loss:0.0023 train_time:24131510ms step_avg:720.86ms
step:33487/40500 train_loss:1.4612 aux_loss:0.0024 train_time:24132231ms step_avg:720.86ms
step:33488/40500 train_loss:1.5471 aux_loss:0.0026 train_time:24132953ms step_avg:720.86ms
step:33489/40500 train_loss:1.5967 aux_loss:0.0026 train_time:24133676ms step_avg:720.86ms
step:33490/40500 train_loss:1.5572 aux_loss:0.0024 train_time:24134402ms step_avg:720.86ms
step:33491/40500 train_loss:1.4690 aux_loss:0.0024 train_time:24135124ms step_avg:720.86ms
step:33492/40500 train_loss:1.5060 aux_loss:0.0021 train_time:24135846ms step_avg:720.86ms
step:33493/40500 train_loss:1.5620 aux_loss:0.0022 train_time:24136568ms step_avg:720.86ms
step:33494/40500 train_loss:1.5660 aux_loss:0.0023 train_time:24137290ms step_avg:720.86ms
step:33495/40500 train_loss:1.5669 aux_loss:0.0024 train_time:24138013ms step_avg:720.86ms
step:33496/40500 train_loss:1.4945 aux_loss:0.0022 train_time:24138736ms step_avg:720.86ms
step:33497/40500 train_loss:1.5781 aux_loss:0.0023 train_time:24139459ms step_avg:720.86ms
step:33498/40500 train_loss:1.5887 aux_loss:0.0023 train_time:24140184ms step_avg:720.86ms
step:33499/40500 train_loss:1.6255 aux_loss:0.0024 train_time:24140905ms step_avg:720.86ms
step:33500/40500 train_loss:1.5352 aux_loss:0.0026 train_time:24141626ms step_avg:720.86ms
step:33501/40500 train_loss:1.6196 aux_loss:0.0024 train_time:24142345ms step_avg:720.86ms
step:33502/40500 train_loss:1.5398 aux_loss:0.0025 train_time:24143069ms step_avg:720.86ms
step:33503/40500 train_loss:1.5779 aux_loss:0.0024 train_time:24143793ms step_avg:720.86ms
step:33504/40500 train_loss:1.5526 aux_loss:0.0023 train_time:24144516ms step_avg:720.86ms
step:33505/40500 train_loss:1.5981 aux_loss:0.0023 train_time:24145242ms step_avg:720.86ms
step:33506/40500 train_loss:1.5619 aux_loss:0.0023 train_time:24145965ms step_avg:720.86ms
step:33507/40500 train_loss:1.5534 aux_loss:0.0027 train_time:24146686ms step_avg:720.86ms
step:33508/40500 train_loss:1.5699 aux_loss:0.0024 train_time:24147411ms step_avg:720.86ms
step:33509/40500 train_loss:1.5979 aux_loss:0.0023 train_time:24148135ms step_avg:720.86ms
step:33510/40500 train_loss:1.5919 aux_loss:0.0022 train_time:24148860ms step_avg:720.86ms
step:33511/40500 train_loss:1.5240 aux_loss:0.0022 train_time:24149581ms step_avg:720.86ms
step:33512/40500 train_loss:1.4969 aux_loss:0.0023 train_time:24150301ms step_avg:720.86ms
step:33513/40500 train_loss:1.5088 aux_loss:0.0023 train_time:24151022ms step_avg:720.86ms
step:33514/40500 train_loss:1.5179 aux_loss:0.0022 train_time:24151742ms step_avg:720.86ms
step:33515/40500 train_loss:1.5898 aux_loss:0.0026 train_time:24152464ms step_avg:720.86ms
step:33516/40500 train_loss:1.5192 aux_loss:0.0023 train_time:24153186ms step_avg:720.86ms
step:33517/40500 train_loss:1.6057 aux_loss:0.0022 train_time:24153908ms step_avg:720.86ms
step:33518/40500 train_loss:1.5485 aux_loss:0.0022 train_time:24154629ms step_avg:720.86ms
step:33519/40500 train_loss:1.5556 aux_loss:0.0023 train_time:24155351ms step_avg:720.86ms
step:33520/40500 train_loss:1.5447 aux_loss:0.0023 train_time:24156071ms step_avg:720.86ms
step:33521/40500 train_loss:1.5539 aux_loss:0.0024 train_time:24156796ms step_avg:720.86ms
step:33522/40500 train_loss:1.6139 aux_loss:0.0031 train_time:24157519ms step_avg:720.86ms
step:33523/40500 train_loss:1.6200 aux_loss:0.0025 train_time:24158239ms step_avg:720.86ms
step:33524/40500 train_loss:1.5242 aux_loss:0.0023 train_time:24158960ms step_avg:720.86ms
step:33525/40500 train_loss:1.5081 aux_loss:0.0026 train_time:24159682ms step_avg:720.86ms
step:33526/40500 train_loss:1.5164 aux_loss:0.0024 train_time:24160403ms step_avg:720.86ms
step:33527/40500 train_loss:1.5497 aux_loss:0.0023 train_time:24161125ms step_avg:720.86ms
step:33528/40500 train_loss:1.5710 aux_loss:0.0024 train_time:24161845ms step_avg:720.86ms
step:33529/40500 train_loss:1.5986 aux_loss:0.0023 train_time:24162568ms step_avg:720.86ms
step:33530/40500 train_loss:1.5852 aux_loss:0.0025 train_time:24163292ms step_avg:720.86ms
step:33531/40500 train_loss:1.5354 aux_loss:0.0022 train_time:24164015ms step_avg:720.86ms
step:33532/40500 train_loss:1.5865 aux_loss:0.0023 train_time:24164737ms step_avg:720.86ms
step:33533/40500 train_loss:1.6008 aux_loss:0.0024 train_time:24165458ms step_avg:720.86ms
step:33534/40500 train_loss:1.5528 aux_loss:0.0026 train_time:24166182ms step_avg:720.86ms
step:33535/40500 train_loss:1.5889 aux_loss:0.0024 train_time:24166904ms step_avg:720.86ms
step:33536/40500 train_loss:1.5606 aux_loss:0.0025 train_time:24167625ms step_avg:720.86ms
step:33537/40500 train_loss:1.5733 aux_loss:0.0025 train_time:24168351ms step_avg:720.86ms
step:33538/40500 train_loss:1.5050 aux_loss:0.0025 train_time:24169075ms step_avg:720.86ms
step:33539/40500 train_loss:1.5072 aux_loss:0.0025 train_time:24169796ms step_avg:720.86ms
step:33540/40500 train_loss:1.5473 aux_loss:0.0026 train_time:24170516ms step_avg:720.86ms
step:33541/40500 train_loss:1.5408 aux_loss:0.0029 train_time:24171238ms step_avg:720.86ms
step:33542/40500 train_loss:1.5569 aux_loss:0.0022 train_time:24171960ms step_avg:720.86ms
step:33543/40500 train_loss:1.5544 aux_loss:0.0023 train_time:24172682ms step_avg:720.86ms
step:33544/40500 train_loss:1.5510 aux_loss:0.0023 train_time:24173404ms step_avg:720.86ms
step:33545/40500 train_loss:1.6144 aux_loss:0.0023 train_time:24174129ms step_avg:720.86ms
step:33546/40500 train_loss:1.6139 aux_loss:0.0024 train_time:24174855ms step_avg:720.86ms
step:33547/40500 train_loss:1.5120 aux_loss:0.0024 train_time:24175574ms step_avg:720.86ms
step:33548/40500 train_loss:1.5577 aux_loss:0.0026 train_time:24176294ms step_avg:720.86ms
step:33549/40500 train_loss:1.5926 aux_loss:0.0024 train_time:24177018ms step_avg:720.86ms
step:33550/40500 train_loss:1.5607 aux_loss:0.0023 train_time:24177740ms step_avg:720.86ms
step:33551/40500 train_loss:1.5116 aux_loss:0.0023 train_time:24178461ms step_avg:720.86ms
step:33552/40500 train_loss:1.5063 aux_loss:0.0022 train_time:24179184ms step_avg:720.86ms
step:33553/40500 train_loss:1.5185 aux_loss:0.0023 train_time:24179907ms step_avg:720.86ms
step:33554/40500 train_loss:1.6068 aux_loss:0.0023 train_time:24180630ms step_avg:720.86ms
step:33555/40500 train_loss:1.6065 aux_loss:0.0024 train_time:24181354ms step_avg:720.86ms
step:33556/40500 train_loss:1.5378 aux_loss:0.0025 train_time:24182076ms step_avg:720.86ms
step:33557/40500 train_loss:1.5705 aux_loss:0.0025 train_time:24182800ms step_avg:720.86ms
step:33558/40500 train_loss:1.5036 aux_loss:0.0023 train_time:24183522ms step_avg:720.86ms
step:33559/40500 train_loss:1.5862 aux_loss:0.0022 train_time:24184248ms step_avg:720.86ms
step:33560/40500 train_loss:1.5828 aux_loss:0.0039 train_time:24184972ms step_avg:720.86ms
step:33561/40500 train_loss:1.5167 aux_loss:0.0023 train_time:24185692ms step_avg:720.86ms
step:33562/40500 train_loss:1.5379 aux_loss:0.0024 train_time:24186414ms step_avg:720.86ms
step:33563/40500 train_loss:1.5243 aux_loss:0.0029 train_time:24187138ms step_avg:720.86ms
step:33564/40500 train_loss:1.5459 aux_loss:0.0025 train_time:24187860ms step_avg:720.86ms
step:33565/40500 train_loss:1.5439 aux_loss:0.0025 train_time:24188581ms step_avg:720.86ms
step:33566/40500 train_loss:1.5654 aux_loss:0.0022 train_time:24189305ms step_avg:720.86ms
step:33567/40500 train_loss:1.5652 aux_loss:0.0022 train_time:24190029ms step_avg:720.86ms
step:33568/40500 train_loss:1.5539 aux_loss:0.0024 train_time:24190748ms step_avg:720.86ms
step:33569/40500 train_loss:1.5291 aux_loss:0.0024 train_time:24191470ms step_avg:720.86ms
step:33570/40500 train_loss:1.5353 aux_loss:0.0025 train_time:24192191ms step_avg:720.86ms
step:33571/40500 train_loss:1.5536 aux_loss:0.0025 train_time:24192913ms step_avg:720.86ms
step:33572/40500 train_loss:1.5702 aux_loss:0.0025 train_time:24193635ms step_avg:720.86ms
step:33573/40500 train_loss:1.5520 aux_loss:0.0030 train_time:24194357ms step_avg:720.86ms
step:33574/40500 train_loss:1.5553 aux_loss:0.0023 train_time:24195080ms step_avg:720.86ms
step:33575/40500 train_loss:1.5239 aux_loss:0.0023 train_time:24195801ms step_avg:720.86ms
step:33576/40500 train_loss:1.5056 aux_loss:0.0023 train_time:24196527ms step_avg:720.86ms
step:33577/40500 train_loss:1.5388 aux_loss:0.0022 train_time:24197247ms step_avg:720.86ms
step:33578/40500 train_loss:1.5485 aux_loss:0.0025 train_time:24197970ms step_avg:720.86ms
step:33579/40500 train_loss:1.5377 aux_loss:0.0024 train_time:24198690ms step_avg:720.86ms
step:33580/40500 train_loss:1.5711 aux_loss:0.0022 train_time:24199409ms step_avg:720.86ms
step:33581/40500 train_loss:1.5502 aux_loss:0.0029 train_time:24200131ms step_avg:720.86ms
step:33582/40500 train_loss:1.5377 aux_loss:0.0024 train_time:24200855ms step_avg:720.86ms
step:33583/40500 train_loss:1.5333 aux_loss:0.0022 train_time:24201576ms step_avg:720.86ms
step:33584/40500 train_loss:1.5687 aux_loss:0.0024 train_time:24202297ms step_avg:720.86ms
step:33585/40500 train_loss:1.5655 aux_loss:0.0024 train_time:24203022ms step_avg:720.86ms
step:33586/40500 train_loss:1.5022 aux_loss:0.0025 train_time:24203746ms step_avg:720.86ms
step:33587/40500 train_loss:1.5239 aux_loss:0.0024 train_time:24204466ms step_avg:720.86ms
step:33588/40500 train_loss:1.5907 aux_loss:0.0023 train_time:24205187ms step_avg:720.86ms
step:33589/40500 train_loss:1.4800 aux_loss:0.0023 train_time:24205910ms step_avg:720.86ms
step:33590/40500 train_loss:1.5933 aux_loss:0.0026 train_time:24206632ms step_avg:720.86ms
step:33591/40500 train_loss:1.5379 aux_loss:0.0024 train_time:24207353ms step_avg:720.86ms
step:33592/40500 train_loss:1.5888 aux_loss:0.0022 train_time:24208077ms step_avg:720.86ms
step:33593/40500 train_loss:1.4868 aux_loss:0.0030 train_time:24208802ms step_avg:720.86ms
step:33594/40500 train_loss:1.6142 aux_loss:0.0031 train_time:24209520ms step_avg:720.86ms
step:33595/40500 train_loss:1.5254 aux_loss:0.0024 train_time:24210243ms step_avg:720.86ms
step:33596/40500 train_loss:1.5817 aux_loss:0.0023 train_time:24210967ms step_avg:720.86ms
step:33597/40500 train_loss:1.5004 aux_loss:0.0024 train_time:24211688ms step_avg:720.86ms
step:33598/40500 train_loss:1.5268 aux_loss:0.0022 train_time:24212411ms step_avg:720.86ms
step:33599/40500 train_loss:1.5396 aux_loss:0.0023 train_time:24213135ms step_avg:720.87ms
step:33600/40500 train_loss:1.5353 aux_loss:0.0023 train_time:24213857ms step_avg:720.87ms
step:33601/40500 train_loss:1.5535 aux_loss:0.0023 train_time:24214582ms step_avg:720.87ms
step:33602/40500 train_loss:1.5426 aux_loss:0.0024 train_time:24215309ms step_avg:720.87ms
step:33603/40500 train_loss:1.5557 aux_loss:0.0023 train_time:24216032ms step_avg:720.87ms
step:33604/40500 train_loss:1.5304 aux_loss:0.0023 train_time:24216752ms step_avg:720.87ms
step:33605/40500 train_loss:1.5554 aux_loss:0.0023 train_time:24217475ms step_avg:720.87ms
step:33606/40500 train_loss:1.5369 aux_loss:0.0023 train_time:24218200ms step_avg:720.87ms
step:33607/40500 train_loss:1.5132 aux_loss:0.0022 train_time:24218922ms step_avg:720.87ms
step:33608/40500 train_loss:1.5512 aux_loss:0.0023 train_time:24219642ms step_avg:720.87ms
step:33609/40500 train_loss:1.5711 aux_loss:0.0024 train_time:24220364ms step_avg:720.87ms
step:33610/40500 train_loss:1.5421 aux_loss:0.0023 train_time:24221085ms step_avg:720.87ms
step:33611/40500 train_loss:1.6144 aux_loss:0.0030 train_time:24221805ms step_avg:720.87ms
step:33612/40500 train_loss:1.5663 aux_loss:0.0026 train_time:24222524ms step_avg:720.87ms
step:33613/40500 train_loss:1.5284 aux_loss:0.0024 train_time:24223244ms step_avg:720.87ms
step:33614/40500 train_loss:1.5488 aux_loss:0.0022 train_time:24223966ms step_avg:720.87ms
step:33615/40500 train_loss:1.5488 aux_loss:0.0023 train_time:24224689ms step_avg:720.87ms
step:33616/40500 train_loss:1.5516 aux_loss:0.0023 train_time:24225412ms step_avg:720.87ms
step:33617/40500 train_loss:1.5152 aux_loss:0.0023 train_time:24226135ms step_avg:720.87ms
step:33618/40500 train_loss:1.5160 aux_loss:0.0022 train_time:24226857ms step_avg:720.87ms
step:33619/40500 train_loss:1.5511 aux_loss:0.0022 train_time:24227579ms step_avg:720.87ms
step:33620/40500 train_loss:1.5377 aux_loss:0.0025 train_time:24228299ms step_avg:720.87ms
step:33621/40500 train_loss:1.5757 aux_loss:0.0024 train_time:24229022ms step_avg:720.87ms
step:33622/40500 train_loss:1.5473 aux_loss:0.0023 train_time:24229745ms step_avg:720.87ms
step:33623/40500 train_loss:1.4837 aux_loss:0.0023 train_time:24230467ms step_avg:720.87ms
step:33624/40500 train_loss:1.5606 aux_loss:0.0024 train_time:24231189ms step_avg:720.87ms
step:33625/40500 train_loss:1.5859 aux_loss:0.0025 train_time:24231911ms step_avg:720.87ms
step:33626/40500 train_loss:1.5862 aux_loss:0.0026 train_time:24232632ms step_avg:720.87ms
step:33627/40500 train_loss:1.6016 aux_loss:0.0038 train_time:24233355ms step_avg:720.87ms
step:33628/40500 train_loss:1.5538 aux_loss:0.0028 train_time:24234078ms step_avg:720.87ms
step:33629/40500 train_loss:1.5748 aux_loss:0.0025 train_time:24234799ms step_avg:720.87ms
step:33630/40500 train_loss:1.5493 aux_loss:0.0025 train_time:24235520ms step_avg:720.87ms
step:33631/40500 train_loss:1.5336 aux_loss:0.0027 train_time:24236241ms step_avg:720.87ms
step:33632/40500 train_loss:1.5705 aux_loss:0.0022 train_time:24236958ms step_avg:720.87ms
step:33633/40500 train_loss:1.5412 aux_loss:0.0022 train_time:24237678ms step_avg:720.87ms
step:33634/40500 train_loss:1.5603 aux_loss:0.0024 train_time:24238395ms step_avg:720.87ms
step:33635/40500 train_loss:1.5053 aux_loss:0.0023 train_time:24239113ms step_avg:720.87ms
step:33636/40500 train_loss:1.5196 aux_loss:0.0023 train_time:24239834ms step_avg:720.87ms
step:33637/40500 train_loss:1.5656 aux_loss:0.0024 train_time:24240551ms step_avg:720.87ms
step:33638/40500 train_loss:1.5566 aux_loss:0.0023 train_time:24241269ms step_avg:720.87ms
step:33639/40500 train_loss:1.5273 aux_loss:0.0023 train_time:24241987ms step_avg:720.87ms
step:33640/40500 train_loss:1.5411 aux_loss:0.0024 train_time:24242703ms step_avg:720.87ms
step:33641/40500 train_loss:1.5403 aux_loss:0.0025 train_time:24243421ms step_avg:720.87ms
step:33642/40500 train_loss:1.5570 aux_loss:0.0027 train_time:24244140ms step_avg:720.87ms
step:33643/40500 train_loss:1.5416 aux_loss:0.0024 train_time:24244857ms step_avg:720.87ms
step:33644/40500 train_loss:1.5508 aux_loss:0.0023 train_time:24245574ms step_avg:720.87ms
step:33645/40500 train_loss:1.5527 aux_loss:0.0023 train_time:24246291ms step_avg:720.86ms
step:33646/40500 train_loss:1.5385 aux_loss:0.0027 train_time:24247009ms step_avg:720.86ms
step:33647/40500 train_loss:1.5222 aux_loss:0.0023 train_time:24247725ms step_avg:720.86ms
step:33648/40500 train_loss:1.5766 aux_loss:0.0027 train_time:24248441ms step_avg:720.86ms
step:33649/40500 train_loss:1.4919 aux_loss:0.0027 train_time:24249158ms step_avg:720.86ms
step:33650/40500 train_loss:1.5621 aux_loss:0.0025 train_time:24249876ms step_avg:720.86ms
step:33651/40500 train_loss:1.5389 aux_loss:0.0026 train_time:24250593ms step_avg:720.86ms
step:33652/40500 train_loss:1.5961 aux_loss:0.0025 train_time:24251310ms step_avg:720.86ms
step:33653/40500 train_loss:1.5908 aux_loss:0.0023 train_time:24252028ms step_avg:720.86ms
step:33654/40500 train_loss:1.5716 aux_loss:0.0023 train_time:24252746ms step_avg:720.86ms
step:33655/40500 train_loss:1.5757 aux_loss:0.0022 train_time:24253463ms step_avg:720.86ms
step:33656/40500 train_loss:1.5962 aux_loss:0.0023 train_time:24254182ms step_avg:720.86ms
step:33657/40500 train_loss:1.5524 aux_loss:0.0021 train_time:24254899ms step_avg:720.86ms
step:33658/40500 train_loss:1.5332 aux_loss:0.0023 train_time:24255614ms step_avg:720.86ms
step:33659/40500 train_loss:1.6105 aux_loss:0.0024 train_time:24256331ms step_avg:720.86ms
step:33660/40500 train_loss:1.5112 aux_loss:0.0024 train_time:24257048ms step_avg:720.86ms
step:33661/40500 train_loss:1.4992 aux_loss:0.0023 train_time:24257765ms step_avg:720.86ms
step:33662/40500 train_loss:1.5364 aux_loss:0.0022 train_time:24258487ms step_avg:720.86ms
step:33663/40500 train_loss:1.5528 aux_loss:0.0024 train_time:24259204ms step_avg:720.86ms
step:33664/40500 train_loss:1.5250 aux_loss:0.0023 train_time:24259920ms step_avg:720.86ms
step:33665/40500 train_loss:1.5923 aux_loss:0.0026 train_time:24260638ms step_avg:720.86ms
step:33666/40500 train_loss:1.6001 aux_loss:0.0023 train_time:24261357ms step_avg:720.86ms
step:33667/40500 train_loss:1.6004 aux_loss:0.0023 train_time:24262074ms step_avg:720.86ms
step:33668/40500 train_loss:1.5502 aux_loss:0.0023 train_time:24262791ms step_avg:720.86ms
step:33669/40500 train_loss:1.5226 aux_loss:0.0027 train_time:24263507ms step_avg:720.86ms
step:33670/40500 train_loss:1.4992 aux_loss:0.0023 train_time:24264225ms step_avg:720.86ms
step:33671/40500 train_loss:1.5499 aux_loss:0.0029 train_time:24264939ms step_avg:720.86ms
step:33672/40500 train_loss:1.5357 aux_loss:0.0023 train_time:24265657ms step_avg:720.86ms
step:33673/40500 train_loss:1.5495 aux_loss:0.0033 train_time:24266375ms step_avg:720.86ms
step:33674/40500 train_loss:1.5280 aux_loss:0.0022 train_time:24267092ms step_avg:720.86ms
step:33675/40500 train_loss:1.5081 aux_loss:0.0023 train_time:24267809ms step_avg:720.86ms
step:33676/40500 train_loss:1.5048 aux_loss:0.0022 train_time:24268527ms step_avg:720.86ms
step:33677/40500 train_loss:1.5162 aux_loss:0.0022 train_time:24269245ms step_avg:720.86ms
step:33678/40500 train_loss:1.5092 aux_loss:0.0023 train_time:24269963ms step_avg:720.86ms
step:33679/40500 train_loss:1.5597 aux_loss:0.0025 train_time:24270682ms step_avg:720.86ms
step:33680/40500 train_loss:1.5474 aux_loss:0.0024 train_time:24271400ms step_avg:720.86ms
step:33681/40500 train_loss:1.5061 aux_loss:0.0023 train_time:24272118ms step_avg:720.86ms
step:33682/40500 train_loss:1.5556 aux_loss:0.0023 train_time:24272837ms step_avg:720.86ms
step:33683/40500 train_loss:1.5263 aux_loss:0.0024 train_time:24273555ms step_avg:720.86ms
step:33684/40500 train_loss:1.5420 aux_loss:0.0039 train_time:24274272ms step_avg:720.86ms
step:33685/40500 train_loss:1.5679 aux_loss:0.0023 train_time:24274989ms step_avg:720.86ms
step:33686/40500 train_loss:1.4814 aux_loss:0.0024 train_time:24275706ms step_avg:720.86ms
step:33687/40500 train_loss:1.5660 aux_loss:0.0023 train_time:24276422ms step_avg:720.86ms
step:33688/40500 train_loss:1.5292 aux_loss:0.0021 train_time:24277139ms step_avg:720.86ms
step:33689/40500 train_loss:1.5864 aux_loss:0.0024 train_time:24277856ms step_avg:720.86ms
step:33690/40500 train_loss:1.4942 aux_loss:0.0022 train_time:24278574ms step_avg:720.86ms
step:33691/40500 train_loss:1.5922 aux_loss:0.0023 train_time:24279291ms step_avg:720.86ms
step:33692/40500 train_loss:1.5958 aux_loss:0.0023 train_time:24280009ms step_avg:720.86ms
step:33693/40500 train_loss:1.5928 aux_loss:0.0024 train_time:24280726ms step_avg:720.86ms
step:33694/40500 train_loss:1.5636 aux_loss:0.0028 train_time:24281443ms step_avg:720.86ms
step:33695/40500 train_loss:1.5486 aux_loss:0.0024 train_time:24282160ms step_avg:720.86ms
step:33696/40500 train_loss:1.5390 aux_loss:0.0023 train_time:24282878ms step_avg:720.86ms
step:33697/40500 train_loss:1.5552 aux_loss:0.0024 train_time:24283596ms step_avg:720.86ms
step:33698/40500 train_loss:1.5243 aux_loss:0.0030 train_time:24284314ms step_avg:720.86ms
step:33699/40500 train_loss:1.5515 aux_loss:0.0028 train_time:24285032ms step_avg:720.86ms
step:33700/40500 train_loss:1.5093 aux_loss:0.0024 train_time:24285750ms step_avg:720.86ms
step:33701/40500 train_loss:1.5375 aux_loss:0.0023 train_time:24286468ms step_avg:720.86ms
step:33702/40500 train_loss:1.4628 aux_loss:0.0023 train_time:24287185ms step_avg:720.86ms
step:33703/40500 train_loss:1.5404 aux_loss:0.0025 train_time:24287901ms step_avg:720.86ms
step:33704/40500 train_loss:1.5489 aux_loss:0.0026 train_time:24288619ms step_avg:720.86ms
step:33705/40500 train_loss:1.5518 aux_loss:0.0022 train_time:24289337ms step_avg:720.86ms
step:33706/40500 train_loss:1.5224 aux_loss:0.0023 train_time:24290054ms step_avg:720.86ms
step:33707/40500 train_loss:1.5402 aux_loss:0.0026 train_time:24290774ms step_avg:720.86ms
step:33708/40500 train_loss:1.5586 aux_loss:0.0026 train_time:24291492ms step_avg:720.86ms
step:33709/40500 train_loss:1.5078 aux_loss:0.0024 train_time:24292211ms step_avg:720.86ms
step:33710/40500 train_loss:1.5307 aux_loss:0.0023 train_time:24292927ms step_avg:720.86ms
step:33711/40500 train_loss:1.5347 aux_loss:0.0023 train_time:24293645ms step_avg:720.86ms
step:33712/40500 train_loss:1.5787 aux_loss:0.0024 train_time:24294362ms step_avg:720.86ms
step:33713/40500 train_loss:1.5582 aux_loss:0.0023 train_time:24295081ms step_avg:720.86ms
step:33714/40500 train_loss:1.5445 aux_loss:0.0025 train_time:24295799ms step_avg:720.86ms
step:33715/40500 train_loss:1.6001 aux_loss:0.0027 train_time:24296518ms step_avg:720.86ms
step:33716/40500 train_loss:1.5715 aux_loss:0.0022 train_time:24297239ms step_avg:720.86ms
step:33717/40500 train_loss:1.5996 aux_loss:0.0025 train_time:24297957ms step_avg:720.86ms
step:33718/40500 train_loss:1.5290 aux_loss:0.0025 train_time:24298678ms step_avg:720.86ms
step:33719/40500 train_loss:1.6008 aux_loss:0.0024 train_time:24299397ms step_avg:720.86ms
step:33720/40500 train_loss:1.5147 aux_loss:0.0023 train_time:24300118ms step_avg:720.86ms
step:33721/40500 train_loss:1.5563 aux_loss:0.0041 train_time:24300838ms step_avg:720.86ms
step:33722/40500 train_loss:1.5123 aux_loss:0.0024 train_time:24301557ms step_avg:720.86ms
step:33723/40500 train_loss:1.5188 aux_loss:0.0024 train_time:24302276ms step_avg:720.86ms
step:33724/40500 train_loss:1.5310 aux_loss:0.0027 train_time:24302998ms step_avg:720.86ms
step:33725/40500 train_loss:1.5698 aux_loss:0.0024 train_time:24303717ms step_avg:720.86ms
step:33726/40500 train_loss:1.5178 aux_loss:0.0024 train_time:24304438ms step_avg:720.86ms
step:33727/40500 train_loss:1.5847 aux_loss:0.0023 train_time:24305159ms step_avg:720.86ms
step:33728/40500 train_loss:1.5757 aux_loss:0.0024 train_time:24305878ms step_avg:720.86ms
step:33729/40500 train_loss:1.5784 aux_loss:0.0024 train_time:24306596ms step_avg:720.86ms
step:33730/40500 train_loss:1.5283 aux_loss:0.0025 train_time:24307315ms step_avg:720.86ms
step:33731/40500 train_loss:1.5320 aux_loss:0.0026 train_time:24308036ms step_avg:720.86ms
step:33732/40500 train_loss:1.5170 aux_loss:0.0022 train_time:24308756ms step_avg:720.86ms
step:33733/40500 train_loss:1.5789 aux_loss:0.0026 train_time:24309475ms step_avg:720.86ms
step:33734/40500 train_loss:1.5458 aux_loss:0.0024 train_time:24310195ms step_avg:720.86ms
step:33735/40500 train_loss:1.5395 aux_loss:0.0024 train_time:24310915ms step_avg:720.86ms
step:33736/40500 train_loss:1.5393 aux_loss:0.0022 train_time:24311636ms step_avg:720.86ms
step:33737/40500 train_loss:1.5566 aux_loss:0.0025 train_time:24312354ms step_avg:720.86ms
step:33738/40500 train_loss:1.5843 aux_loss:0.0022 train_time:24313074ms step_avg:720.86ms
step:33739/40500 train_loss:1.5486 aux_loss:0.0023 train_time:24313795ms step_avg:720.86ms
step:33740/40500 train_loss:1.4793 aux_loss:0.0023 train_time:24314516ms step_avg:720.86ms
step:33741/40500 train_loss:1.5528 aux_loss:0.0025 train_time:24315237ms step_avg:720.86ms
step:33742/40500 train_loss:1.5600 aux_loss:0.0027 train_time:24315958ms step_avg:720.86ms
step:33743/40500 train_loss:1.5618 aux_loss:0.0026 train_time:24316679ms step_avg:720.86ms
step:33744/40500 train_loss:1.5323 aux_loss:0.0023 train_time:24317400ms step_avg:720.86ms
step:33745/40500 train_loss:1.5708 aux_loss:0.0023 train_time:24318120ms step_avg:720.86ms
step:33746/40500 train_loss:1.5921 aux_loss:0.0023 train_time:24318844ms step_avg:720.86ms
step:33747/40500 train_loss:1.5851 aux_loss:0.0023 train_time:24319566ms step_avg:720.86ms
step:33748/40500 train_loss:1.5408 aux_loss:0.0022 train_time:24320286ms step_avg:720.86ms
step:33749/40500 train_loss:1.5524 aux_loss:0.0024 train_time:24321010ms step_avg:720.86ms
step:33750/40500 train_loss:1.5779 aux_loss:0.0028 train_time:24321732ms step_avg:720.86ms
step:33751/40500 train_loss:1.5509 aux_loss:0.0025 train_time:24322452ms step_avg:720.86ms
step:33752/40500 train_loss:1.6082 aux_loss:0.0026 train_time:24323172ms step_avg:720.86ms
step:33753/40500 train_loss:1.5335 aux_loss:0.0027 train_time:24323893ms step_avg:720.86ms
step:33754/40500 train_loss:1.4814 aux_loss:0.0022 train_time:24324615ms step_avg:720.86ms
step:33755/40500 train_loss:1.5570 aux_loss:0.0022 train_time:24325336ms step_avg:720.86ms
step:33756/40500 train_loss:1.5551 aux_loss:0.0024 train_time:24326059ms step_avg:720.86ms
step:33757/40500 train_loss:1.5110 aux_loss:0.0025 train_time:24326782ms step_avg:720.86ms
step:33758/40500 train_loss:1.5390 aux_loss:0.0022 train_time:24327505ms step_avg:720.86ms
step:33759/40500 train_loss:1.5573 aux_loss:0.0024 train_time:24328229ms step_avg:720.86ms
step:33760/40500 train_loss:1.5067 aux_loss:0.0022 train_time:24328950ms step_avg:720.86ms
step:33761/40500 train_loss:1.5583 aux_loss:0.0024 train_time:24329672ms step_avg:720.86ms
step:33762/40500 train_loss:1.6094 aux_loss:0.0024 train_time:24330395ms step_avg:720.86ms
step:33763/40500 train_loss:1.5829 aux_loss:0.0024 train_time:24331117ms step_avg:720.86ms
step:33764/40500 train_loss:1.5951 aux_loss:0.0025 train_time:24331838ms step_avg:720.86ms
step:33765/40500 train_loss:1.5267 aux_loss:0.0024 train_time:24332562ms step_avg:720.86ms
step:33766/40500 train_loss:1.5407 aux_loss:0.0023 train_time:24333285ms step_avg:720.86ms
step:33767/40500 train_loss:1.5663 aux_loss:0.0022 train_time:24334007ms step_avg:720.86ms
step:33768/40500 train_loss:1.5325 aux_loss:0.0023 train_time:24334727ms step_avg:720.86ms
step:33769/40500 train_loss:1.5220 aux_loss:0.0026 train_time:24335448ms step_avg:720.86ms
step:33770/40500 train_loss:1.4776 aux_loss:0.0031 train_time:24336172ms step_avg:720.86ms
step:33771/40500 train_loss:1.5093 aux_loss:0.0022 train_time:24336890ms step_avg:720.86ms
step:33772/40500 train_loss:1.5592 aux_loss:0.0022 train_time:24337612ms step_avg:720.86ms
step:33773/40500 train_loss:1.5256 aux_loss:0.0023 train_time:24338335ms step_avg:720.86ms
step:33774/40500 train_loss:1.5423 aux_loss:0.0023 train_time:24339058ms step_avg:720.86ms
step:33775/40500 train_loss:1.5569 aux_loss:0.0022 train_time:24339782ms step_avg:720.86ms
step:33776/40500 train_loss:1.5728 aux_loss:0.0024 train_time:24340506ms step_avg:720.86ms
step:33777/40500 train_loss:1.5617 aux_loss:0.0023 train_time:24341225ms step_avg:720.86ms
step:33778/40500 train_loss:1.4704 aux_loss:0.0024 train_time:24341947ms step_avg:720.86ms
step:33779/40500 train_loss:1.5773 aux_loss:0.0024 train_time:24342670ms step_avg:720.86ms
step:33780/40500 train_loss:1.5283 aux_loss:0.0025 train_time:24343392ms step_avg:720.86ms
step:33781/40500 train_loss:1.5747 aux_loss:0.0024 train_time:24344114ms step_avg:720.86ms
step:33782/40500 train_loss:1.5362 aux_loss:0.0026 train_time:24344838ms step_avg:720.86ms
step:33783/40500 train_loss:1.5891 aux_loss:0.0023 train_time:24345556ms step_avg:720.86ms
step:33784/40500 train_loss:1.5527 aux_loss:0.0023 train_time:24346281ms step_avg:720.86ms
step:33785/40500 train_loss:1.5487 aux_loss:0.0024 train_time:24347006ms step_avg:720.86ms
step:33786/40500 train_loss:1.5801 aux_loss:0.0023 train_time:24347725ms step_avg:720.86ms
step:33787/40500 train_loss:1.5355 aux_loss:0.0022 train_time:24348445ms step_avg:720.86ms
step:33788/40500 train_loss:1.5646 aux_loss:0.0025 train_time:24349168ms step_avg:720.86ms
step:33789/40500 train_loss:1.6366 aux_loss:0.0025 train_time:24349887ms step_avg:720.86ms
step:33790/40500 train_loss:1.5153 aux_loss:0.0022 train_time:24350607ms step_avg:720.86ms
step:33791/40500 train_loss:1.5054 aux_loss:0.0023 train_time:24351331ms step_avg:720.86ms
step:33792/40500 train_loss:1.5767 aux_loss:0.0023 train_time:24352055ms step_avg:720.86ms
step:33793/40500 train_loss:1.5715 aux_loss:0.0024 train_time:24352777ms step_avg:720.86ms
step:33794/40500 train_loss:1.5280 aux_loss:0.0024 train_time:24353501ms step_avg:720.86ms
step:33795/40500 train_loss:1.4830 aux_loss:0.0025 train_time:24354222ms step_avg:720.86ms
step:33796/40500 train_loss:1.5034 aux_loss:0.0025 train_time:24354943ms step_avg:720.86ms
step:33797/40500 train_loss:1.4788 aux_loss:0.0025 train_time:24355664ms step_avg:720.86ms
step:33798/40500 train_loss:1.5636 aux_loss:0.0027 train_time:24356386ms step_avg:720.86ms
step:33799/40500 train_loss:1.5715 aux_loss:0.0023 train_time:24357108ms step_avg:720.86ms
step:33800/40500 train_loss:1.4955 aux_loss:0.0024 train_time:24357829ms step_avg:720.86ms
step:33801/40500 train_loss:1.5242 aux_loss:0.0024 train_time:24358551ms step_avg:720.86ms
step:33802/40500 train_loss:1.5178 aux_loss:0.0022 train_time:24359273ms step_avg:720.86ms
step:33803/40500 train_loss:1.5911 aux_loss:0.0025 train_time:24359998ms step_avg:720.86ms
step:33804/40500 train_loss:1.4967 aux_loss:0.0023 train_time:24360723ms step_avg:720.86ms
step:33805/40500 train_loss:1.5620 aux_loss:0.0023 train_time:24361442ms step_avg:720.86ms
step:33806/40500 train_loss:1.5723 aux_loss:0.0024 train_time:24362162ms step_avg:720.86ms
step:33807/40500 train_loss:1.5555 aux_loss:0.0025 train_time:24362884ms step_avg:720.86ms
step:33808/40500 train_loss:1.5727 aux_loss:0.0029 train_time:24363607ms step_avg:720.86ms
step:33809/40500 train_loss:1.5164 aux_loss:0.0025 train_time:24364328ms step_avg:720.86ms
step:33810/40500 train_loss:1.5779 aux_loss:0.0026 train_time:24365049ms step_avg:720.86ms
step:33811/40500 train_loss:1.5636 aux_loss:0.0024 train_time:24365773ms step_avg:720.86ms
step:33812/40500 train_loss:1.5318 aux_loss:0.0023 train_time:24366498ms step_avg:720.86ms
step:33813/40500 train_loss:1.5904 aux_loss:0.0025 train_time:24367219ms step_avg:720.86ms
step:33814/40500 train_loss:1.6113 aux_loss:0.0026 train_time:24367939ms step_avg:720.86ms
step:33815/40500 train_loss:1.6138 aux_loss:0.0024 train_time:24368663ms step_avg:720.86ms
step:33816/40500 train_loss:1.6028 aux_loss:0.0022 train_time:24369384ms step_avg:720.86ms
step:33817/40500 train_loss:1.4951 aux_loss:0.0023 train_time:24370104ms step_avg:720.86ms
step:33818/40500 train_loss:1.5486 aux_loss:0.0023 train_time:24370829ms step_avg:720.86ms
step:33819/40500 train_loss:1.5925 aux_loss:0.0023 train_time:24371552ms step_avg:720.86ms
step:33820/40500 train_loss:1.5638 aux_loss:0.0024 train_time:24372274ms step_avg:720.86ms
step:33821/40500 train_loss:1.5516 aux_loss:0.0025 train_time:24372996ms step_avg:720.86ms
step:33822/40500 train_loss:1.5730 aux_loss:0.0025 train_time:24373717ms step_avg:720.86ms
step:33823/40500 train_loss:1.5489 aux_loss:0.0023 train_time:24374438ms step_avg:720.86ms
step:33824/40500 train_loss:1.5349 aux_loss:0.0022 train_time:24375159ms step_avg:720.86ms
step:33825/40500 train_loss:1.5698 aux_loss:0.0023 train_time:24375879ms step_avg:720.86ms
step:33826/40500 train_loss:1.5899 aux_loss:0.0025 train_time:24376602ms step_avg:720.86ms
step:33827/40500 train_loss:1.5578 aux_loss:0.0023 train_time:24377322ms step_avg:720.86ms
step:33828/40500 train_loss:1.5498 aux_loss:0.0023 train_time:24378042ms step_avg:720.86ms
step:33829/40500 train_loss:1.5236 aux_loss:0.0023 train_time:24378764ms step_avg:720.86ms
step:33830/40500 train_loss:1.5338 aux_loss:0.0024 train_time:24379484ms step_avg:720.86ms
step:33831/40500 train_loss:1.5856 aux_loss:0.0024 train_time:24380206ms step_avg:720.86ms
step:33832/40500 train_loss:1.5932 aux_loss:0.0025 train_time:24380929ms step_avg:720.86ms
step:33833/40500 train_loss:1.5182 aux_loss:0.0028 train_time:24381653ms step_avg:720.86ms
step:33834/40500 train_loss:1.5361 aux_loss:0.0024 train_time:24382374ms step_avg:720.86ms
step:33835/40500 train_loss:1.5503 aux_loss:0.0023 train_time:24383095ms step_avg:720.86ms
step:33836/40500 train_loss:1.5331 aux_loss:0.0023 train_time:24383816ms step_avg:720.86ms
step:33837/40500 train_loss:1.5165 aux_loss:0.0024 train_time:24384535ms step_avg:720.86ms
step:33838/40500 train_loss:1.5768 aux_loss:0.0023 train_time:24385257ms step_avg:720.86ms
step:33839/40500 train_loss:1.5625 aux_loss:0.0024 train_time:24385976ms step_avg:720.86ms
step:33840/40500 train_loss:1.5449 aux_loss:0.0025 train_time:24386696ms step_avg:720.86ms
step:33841/40500 train_loss:1.5673 aux_loss:0.0024 train_time:24387415ms step_avg:720.86ms
step:33842/40500 train_loss:1.5068 aux_loss:0.0025 train_time:24388135ms step_avg:720.86ms
step:33843/40500 train_loss:1.5335 aux_loss:0.0022 train_time:24388857ms step_avg:720.86ms
step:33844/40500 train_loss:1.5565 aux_loss:0.0023 train_time:24389579ms step_avg:720.86ms
step:33845/40500 train_loss:1.5536 aux_loss:0.0023 train_time:24390299ms step_avg:720.86ms
step:33846/40500 train_loss:1.4433 aux_loss:0.0023 train_time:24391020ms step_avg:720.86ms
step:33847/40500 train_loss:1.4933 aux_loss:0.0024 train_time:24391743ms step_avg:720.86ms
step:33848/40500 train_loss:1.6144 aux_loss:0.0023 train_time:24392463ms step_avg:720.86ms
step:33849/40500 train_loss:1.5650 aux_loss:0.0023 train_time:24393184ms step_avg:720.86ms
step:33850/40500 train_loss:1.5391 aux_loss:0.0025 train_time:24393909ms step_avg:720.86ms
step:33851/40500 train_loss:1.5444 aux_loss:0.0025 train_time:24394633ms step_avg:720.86ms
step:33852/40500 train_loss:1.5241 aux_loss:0.0024 train_time:24395354ms step_avg:720.86ms
step:33853/40500 train_loss:1.5353 aux_loss:0.0025 train_time:24396076ms step_avg:720.86ms
step:33854/40500 train_loss:1.5910 aux_loss:0.0024 train_time:24396798ms step_avg:720.86ms
step:33855/40500 train_loss:1.6090 aux_loss:0.0023 train_time:24397518ms step_avg:720.86ms
step:33856/40500 train_loss:1.5568 aux_loss:0.0024 train_time:24398240ms step_avg:720.86ms
step:33857/40500 train_loss:1.5678 aux_loss:0.0026 train_time:24398964ms step_avg:720.86ms
step:33858/40500 train_loss:1.5646 aux_loss:0.0024 train_time:24399684ms step_avg:720.86ms
step:33859/40500 train_loss:1.5297 aux_loss:0.0023 train_time:24400407ms step_avg:720.86ms
step:33860/40500 train_loss:1.5293 aux_loss:0.0022 train_time:24401127ms step_avg:720.86ms
step:33861/40500 train_loss:1.5721 aux_loss:0.0023 train_time:24401849ms step_avg:720.86ms
step:33862/40500 train_loss:1.5747 aux_loss:0.0024 train_time:24402571ms step_avg:720.86ms
step:33863/40500 train_loss:1.5288 aux_loss:0.0024 train_time:24403292ms step_avg:720.86ms
step:33864/40500 train_loss:1.5146 aux_loss:0.0023 train_time:24404013ms step_avg:720.86ms
step:33865/40500 train_loss:1.5751 aux_loss:0.0026 train_time:24404734ms step_avg:720.86ms
step:33866/40500 train_loss:1.5076 aux_loss:0.0022 train_time:24405455ms step_avg:720.86ms
step:33867/40500 train_loss:1.5482 aux_loss:0.0024 train_time:24406177ms step_avg:720.86ms
step:33868/40500 train_loss:1.5921 aux_loss:0.0026 train_time:24406901ms step_avg:720.86ms
step:33869/40500 train_loss:1.5157 aux_loss:0.0023 train_time:24407622ms step_avg:720.86ms
step:33870/40500 train_loss:1.5199 aux_loss:0.0025 train_time:24408344ms step_avg:720.86ms
step:33871/40500 train_loss:1.5723 aux_loss:0.0025 train_time:24409066ms step_avg:720.86ms
step:33872/40500 train_loss:1.6003 aux_loss:0.0024 train_time:24409787ms step_avg:720.86ms
step:33873/40500 train_loss:1.5431 aux_loss:0.0023 train_time:24410508ms step_avg:720.86ms
step:33874/40500 train_loss:1.5366 aux_loss:0.0023 train_time:24411229ms step_avg:720.86ms
step:33875/40500 train_loss:1.6157 aux_loss:0.0024 train_time:24411951ms step_avg:720.86ms
step:33876/40500 train_loss:1.6170 aux_loss:0.0024 train_time:24412674ms step_avg:720.86ms
step:33877/40500 train_loss:1.5323 aux_loss:0.0025 train_time:24413395ms step_avg:720.86ms
step:33878/40500 train_loss:1.5532 aux_loss:0.0024 train_time:24414118ms step_avg:720.86ms
step:33879/40500 train_loss:1.5470 aux_loss:0.0025 train_time:24414839ms step_avg:720.86ms
step:33880/40500 train_loss:1.5492 aux_loss:0.0023 train_time:24415561ms step_avg:720.86ms
step:33881/40500 train_loss:1.6143 aux_loss:0.0024 train_time:24416283ms step_avg:720.86ms
step:33882/40500 train_loss:1.5403 aux_loss:0.0022 train_time:24417005ms step_avg:720.86ms
step:33883/40500 train_loss:1.5636 aux_loss:0.0021 train_time:24417726ms step_avg:720.86ms
step:33884/40500 train_loss:1.5663 aux_loss:0.0021 train_time:24418445ms step_avg:720.86ms
step:33885/40500 train_loss:1.6242 aux_loss:0.0023 train_time:24419166ms step_avg:720.86ms
step:33886/40500 train_loss:1.5516 aux_loss:0.0025 train_time:24419887ms step_avg:720.86ms
step:33887/40500 train_loss:1.5345 aux_loss:0.0024 train_time:24420608ms step_avg:720.86ms
step:33888/40500 train_loss:1.5138 aux_loss:0.0024 train_time:24421329ms step_avg:720.86ms
step:33889/40500 train_loss:1.4938 aux_loss:0.0022 train_time:24422050ms step_avg:720.86ms
step:33890/40500 train_loss:1.5106 aux_loss:0.0024 train_time:24422771ms step_avg:720.86ms
step:33891/40500 train_loss:1.5607 aux_loss:0.0025 train_time:24423491ms step_avg:720.86ms
step:33892/40500 train_loss:1.5670 aux_loss:0.0023 train_time:24424211ms step_avg:720.86ms
step:33893/40500 train_loss:1.5554 aux_loss:0.0023 train_time:24424933ms step_avg:720.86ms
step:33894/40500 train_loss:1.5129 aux_loss:0.0023 train_time:24425656ms step_avg:720.86ms
step:33895/40500 train_loss:1.5707 aux_loss:0.0024 train_time:24426379ms step_avg:720.86ms
step:33896/40500 train_loss:1.5983 aux_loss:0.0023 train_time:24427102ms step_avg:720.86ms
step:33897/40500 train_loss:1.4537 aux_loss:0.0023 train_time:24427822ms step_avg:720.86ms
step:33898/40500 train_loss:1.5755 aux_loss:0.0023 train_time:24428542ms step_avg:720.86ms
step:33899/40500 train_loss:1.5184 aux_loss:0.0025 train_time:24429262ms step_avg:720.86ms
step:33900/40500 train_loss:1.5133 aux_loss:0.0023 train_time:24429982ms step_avg:720.86ms
step:33901/40500 train_loss:1.5139 aux_loss:0.0026 train_time:24430703ms step_avg:720.86ms
step:33902/40500 train_loss:1.4832 aux_loss:0.0022 train_time:24431425ms step_avg:720.86ms
step:33903/40500 train_loss:1.5645 aux_loss:0.0022 train_time:24432143ms step_avg:720.86ms
step:33904/40500 train_loss:1.5397 aux_loss:0.0027 train_time:24432863ms step_avg:720.86ms
step:33905/40500 train_loss:1.5405 aux_loss:0.0023 train_time:24433585ms step_avg:720.86ms
step:33906/40500 train_loss:1.5327 aux_loss:0.0028 train_time:24434304ms step_avg:720.86ms
step:33907/40500 train_loss:1.5195 aux_loss:0.0028 train_time:24435025ms step_avg:720.86ms
step:33908/40500 train_loss:1.4474 aux_loss:0.0022 train_time:24435746ms step_avg:720.86ms
step:33909/40500 train_loss:1.5233 aux_loss:0.0022 train_time:24436469ms step_avg:720.86ms
step:33910/40500 train_loss:1.5687 aux_loss:0.0022 train_time:24437190ms step_avg:720.86ms
step:33911/40500 train_loss:1.5546 aux_loss:0.0024 train_time:24437912ms step_avg:720.86ms
step:33912/40500 train_loss:1.5767 aux_loss:0.0024 train_time:24438634ms step_avg:720.86ms
step:33913/40500 train_loss:1.5497 aux_loss:0.0023 train_time:24439356ms step_avg:720.86ms
step:33914/40500 train_loss:1.5665 aux_loss:0.0023 train_time:24440079ms step_avg:720.86ms
step:33915/40500 train_loss:1.5042 aux_loss:0.0025 train_time:24440799ms step_avg:720.86ms
step:33916/40500 train_loss:1.5583 aux_loss:0.0023 train_time:24441518ms step_avg:720.86ms
step:33917/40500 train_loss:1.5699 aux_loss:0.0023 train_time:24442239ms step_avg:720.86ms
step:33918/40500 train_loss:1.5191 aux_loss:0.0022 train_time:24442959ms step_avg:720.86ms
step:33919/40500 train_loss:1.4871 aux_loss:0.0023 train_time:24443681ms step_avg:720.86ms
step:33920/40500 train_loss:1.5594 aux_loss:0.0023 train_time:24444401ms step_avg:720.86ms
step:33921/40500 train_loss:1.5345 aux_loss:0.0025 train_time:24445126ms step_avg:720.86ms
step:33922/40500 train_loss:1.5693 aux_loss:0.0023 train_time:24445848ms step_avg:720.86ms
step:33923/40500 train_loss:1.5521 aux_loss:0.0021 train_time:24446571ms step_avg:720.86ms
step:33924/40500 train_loss:1.5542 aux_loss:0.0024 train_time:24447294ms step_avg:720.86ms
step:33925/40500 train_loss:1.5519 aux_loss:0.0022 train_time:24448013ms step_avg:720.86ms
step:33926/40500 train_loss:1.5255 aux_loss:0.0024 train_time:24448738ms step_avg:720.86ms
step:33927/40500 train_loss:1.5588 aux_loss:0.0028 train_time:24449457ms step_avg:720.86ms
step:33928/40500 train_loss:1.5580 aux_loss:0.0025 train_time:24450177ms step_avg:720.86ms
step:33929/40500 train_loss:1.5221 aux_loss:0.0022 train_time:24450899ms step_avg:720.86ms
step:33930/40500 train_loss:1.6135 aux_loss:0.0024 train_time:24451618ms step_avg:720.86ms
step:33931/40500 train_loss:1.5629 aux_loss:0.0025 train_time:24452341ms step_avg:720.86ms
step:33932/40500 train_loss:1.5962 aux_loss:0.0023 train_time:24453063ms step_avg:720.86ms
step:33933/40500 train_loss:1.5609 aux_loss:0.0023 train_time:24453782ms step_avg:720.86ms
step:33934/40500 train_loss:1.5426 aux_loss:0.0020 train_time:24454505ms step_avg:720.86ms
step:33935/40500 train_loss:1.5915 aux_loss:0.0022 train_time:24455229ms step_avg:720.86ms
step:33936/40500 train_loss:1.4950 aux_loss:0.0027 train_time:24455953ms step_avg:720.86ms
step:33937/40500 train_loss:1.5167 aux_loss:0.0023 train_time:24456674ms step_avg:720.86ms
step:33938/40500 train_loss:1.5202 aux_loss:0.0022 train_time:24457396ms step_avg:720.86ms
step:33939/40500 train_loss:1.5368 aux_loss:0.0025 train_time:24458119ms step_avg:720.86ms
step:33940/40500 train_loss:1.5820 aux_loss:0.0026 train_time:24458840ms step_avg:720.86ms
step:33941/40500 train_loss:1.5644 aux_loss:0.0024 train_time:24459566ms step_avg:720.86ms
step:33942/40500 train_loss:1.6145 aux_loss:0.0026 train_time:24460289ms step_avg:720.86ms
step:33943/40500 train_loss:1.5762 aux_loss:0.0022 train_time:24461012ms step_avg:720.86ms
step:33944/40500 train_loss:1.5773 aux_loss:0.0022 train_time:24461732ms step_avg:720.86ms
step:33945/40500 train_loss:1.5904 aux_loss:0.0023 train_time:24462454ms step_avg:720.86ms
step:33946/40500 train_loss:1.5403 aux_loss:0.0023 train_time:24463175ms step_avg:720.86ms
step:33947/40500 train_loss:1.5187 aux_loss:0.0022 train_time:24463894ms step_avg:720.86ms
step:33948/40500 train_loss:1.5049 aux_loss:0.0022 train_time:24464614ms step_avg:720.86ms
step:33949/40500 train_loss:1.5154 aux_loss:0.0023 train_time:24465337ms step_avg:720.86ms
step:33950/40500 train_loss:1.5107 aux_loss:0.0023 train_time:24466058ms step_avg:720.86ms
step:33951/40500 train_loss:1.6022 aux_loss:0.0024 train_time:24466778ms step_avg:720.86ms
step:33952/40500 train_loss:1.5218 aux_loss:0.0023 train_time:24467499ms step_avg:720.86ms
step:33953/40500 train_loss:1.5574 aux_loss:0.0023 train_time:24468221ms step_avg:720.86ms
step:33954/40500 train_loss:1.5176 aux_loss:0.0023 train_time:24468944ms step_avg:720.86ms
step:33955/40500 train_loss:1.5620 aux_loss:0.0025 train_time:24469666ms step_avg:720.86ms
step:33956/40500 train_loss:1.5569 aux_loss:0.0023 train_time:24470388ms step_avg:720.86ms
step:33957/40500 train_loss:1.5404 aux_loss:0.0024 train_time:24471110ms step_avg:720.86ms
step:33958/40500 train_loss:1.5789 aux_loss:0.0027 train_time:24471829ms step_avg:720.86ms
step:33959/40500 train_loss:1.5325 aux_loss:0.0022 train_time:24472550ms step_avg:720.86ms
step:33960/40500 train_loss:1.5461 aux_loss:0.0022 train_time:24473270ms step_avg:720.86ms
step:33961/40500 train_loss:1.5117 aux_loss:0.0025 train_time:24473993ms step_avg:720.86ms
step:33962/40500 train_loss:1.5423 aux_loss:0.0023 train_time:24474715ms step_avg:720.86ms
step:33963/40500 train_loss:1.6085 aux_loss:0.0023 train_time:24475433ms step_avg:720.86ms
step:33964/40500 train_loss:1.5731 aux_loss:0.0023 train_time:24476155ms step_avg:720.86ms
step:33965/40500 train_loss:1.5993 aux_loss:0.0022 train_time:24476877ms step_avg:720.86ms
step:33966/40500 train_loss:1.5672 aux_loss:0.0024 train_time:24477598ms step_avg:720.86ms
step:33967/40500 train_loss:1.5701 aux_loss:0.0023 train_time:24478322ms step_avg:720.86ms
step:33968/40500 train_loss:1.5494 aux_loss:0.0024 train_time:24479044ms step_avg:720.86ms
step:33969/40500 train_loss:1.5539 aux_loss:0.0023 train_time:24479765ms step_avg:720.86ms
step:33970/40500 train_loss:1.5520 aux_loss:0.0021 train_time:24480486ms step_avg:720.86ms
step:33971/40500 train_loss:1.5026 aux_loss:0.0023 train_time:24481209ms step_avg:720.86ms
step:33972/40500 train_loss:1.5218 aux_loss:0.0023 train_time:24481930ms step_avg:720.86ms
step:33973/40500 train_loss:1.5749 aux_loss:0.0024 train_time:24482651ms step_avg:720.86ms
step:33974/40500 train_loss:1.5642 aux_loss:0.0025 train_time:24483375ms step_avg:720.86ms
step:33975/40500 train_loss:1.5281 aux_loss:0.0026 train_time:24484096ms step_avg:720.86ms
step:33976/40500 train_loss:1.5769 aux_loss:0.0025 train_time:24484815ms step_avg:720.86ms
step:33977/40500 train_loss:1.5697 aux_loss:0.0027 train_time:24485541ms step_avg:720.86ms
step:33978/40500 train_loss:1.5959 aux_loss:0.0025 train_time:24486264ms step_avg:720.86ms
step:33979/40500 train_loss:1.5920 aux_loss:0.0023 train_time:24486987ms step_avg:720.86ms
step:33980/40500 train_loss:1.5529 aux_loss:0.0022 train_time:24487707ms step_avg:720.86ms
step:33981/40500 train_loss:1.5333 aux_loss:0.0025 train_time:24488429ms step_avg:720.86ms
step:33982/40500 train_loss:1.5275 aux_loss:0.0022 train_time:24489152ms step_avg:720.86ms
step:33983/40500 train_loss:1.4875 aux_loss:0.0023 train_time:24489875ms step_avg:720.86ms
step:33984/40500 train_loss:1.5438 aux_loss:0.0024 train_time:24490598ms step_avg:720.86ms
step:33985/40500 train_loss:1.5242 aux_loss:0.0024 train_time:24491323ms step_avg:720.86ms
step:33986/40500 train_loss:1.5560 aux_loss:0.0027 train_time:24492045ms step_avg:720.86ms
step:33987/40500 train_loss:1.5587 aux_loss:0.0026 train_time:24492766ms step_avg:720.86ms
step:33988/40500 train_loss:1.5454 aux_loss:0.0024 train_time:24493489ms step_avg:720.86ms
step:33989/40500 train_loss:1.5855 aux_loss:0.0024 train_time:24494212ms step_avg:720.86ms
step:33990/40500 train_loss:1.5150 aux_loss:0.0022 train_time:24494934ms step_avg:720.86ms
step:33991/40500 train_loss:1.5827 aux_loss:0.0022 train_time:24495660ms step_avg:720.86ms
step:33992/40500 train_loss:1.5609 aux_loss:0.0023 train_time:24496383ms step_avg:720.86ms
step:33993/40500 train_loss:1.5587 aux_loss:0.0026 train_time:24497104ms step_avg:720.86ms
step:33994/40500 train_loss:1.6147 aux_loss:0.0024 train_time:24497825ms step_avg:720.86ms
step:33995/40500 train_loss:1.5944 aux_loss:0.0023 train_time:24498551ms step_avg:720.86ms
step:33996/40500 train_loss:1.5966 aux_loss:0.0024 train_time:24499273ms step_avg:720.86ms
step:33997/40500 train_loss:1.4658 aux_loss:0.0029 train_time:24499995ms step_avg:720.86ms
step:33998/40500 train_loss:1.5925 aux_loss:0.0025 train_time:24500721ms step_avg:720.86ms
step:33999/40500 train_loss:1.5969 aux_loss:0.0025 train_time:24501442ms step_avg:720.86ms
step:34000/40500 train_loss:1.5292 aux_loss:0.0025 train_time:24502162ms step_avg:720.86ms
step:34000/40500 val_loss:1.5665 val_aux_loss:0.0025 train_time:24502162ms step_avg:720.86ms
step:34001/40500 train_loss:1.5725 aux_loss:0.0023 train_time:24502887ms step_avg:720.86ms
step:34002/40500 train_loss:1.6157 aux_loss:0.0023 train_time:24503611ms step_avg:720.86ms
step:34003/40500 train_loss:1.5727 aux_loss:0.0022 train_time:24504333ms step_avg:720.86ms
step:34004/40500 train_loss:1.5691 aux_loss:0.0022 train_time:24505055ms step_avg:720.86ms
step:34005/40500 train_loss:1.4660 aux_loss:0.0021 train_time:24505776ms step_avg:720.86ms
step:34006/40500 train_loss:1.5514 aux_loss:0.0026 train_time:24506498ms step_avg:720.86ms
step:34007/40500 train_loss:1.5264 aux_loss:0.0026 train_time:24507222ms step_avg:720.86ms
step:34008/40500 train_loss:1.5724 aux_loss:0.0023 train_time:24507950ms step_avg:720.86ms
step:34009/40500 train_loss:1.5534 aux_loss:0.0024 train_time:24508674ms step_avg:720.86ms
step:34010/40500 train_loss:1.5500 aux_loss:0.0023 train_time:24509396ms step_avg:720.86ms
step:34011/40500 train_loss:1.5718 aux_loss:0.0024 train_time:24510120ms step_avg:720.86ms
step:34012/40500 train_loss:1.5550 aux_loss:0.0024 train_time:24510843ms step_avg:720.86ms
step:34013/40500 train_loss:1.5596 aux_loss:0.0025 train_time:24511567ms step_avg:720.86ms
step:34014/40500 train_loss:1.5993 aux_loss:0.0025 train_time:24512292ms step_avg:720.86ms
step:34015/40500 train_loss:1.5422 aux_loss:0.0028 train_time:24513014ms step_avg:720.86ms
step:34016/40500 train_loss:1.5424 aux_loss:0.0022 train_time:24513736ms step_avg:720.87ms
step:34017/40500 train_loss:1.5497 aux_loss:0.0024 train_time:24514459ms step_avg:720.87ms
step:34018/40500 train_loss:1.5119 aux_loss:0.0023 train_time:24515181ms step_avg:720.87ms
step:34019/40500 train_loss:1.5372 aux_loss:0.0023 train_time:24515905ms step_avg:720.87ms
step:34020/40500 train_loss:1.5421 aux_loss:0.0117 train_time:24516630ms step_avg:720.87ms
step:34021/40500 train_loss:1.5325 aux_loss:0.0024 train_time:24517351ms step_avg:720.87ms
step:34022/40500 train_loss:1.5354 aux_loss:0.0022 train_time:24518069ms step_avg:720.87ms
step:34023/40500 train_loss:1.5461 aux_loss:0.0024 train_time:24518792ms step_avg:720.87ms
step:34024/40500 train_loss:1.6079 aux_loss:0.0024 train_time:24519512ms step_avg:720.87ms
step:34025/40500 train_loss:1.5008 aux_loss:0.0024 train_time:24520235ms step_avg:720.87ms
step:34026/40500 train_loss:1.5816 aux_loss:0.0023 train_time:24520960ms step_avg:720.87ms
step:34027/40500 train_loss:1.5517 aux_loss:0.0026 train_time:24521682ms step_avg:720.87ms
step:34028/40500 train_loss:1.5705 aux_loss:0.0021 train_time:24522405ms step_avg:720.87ms
step:34029/40500 train_loss:1.5631 aux_loss:0.0021 train_time:24523129ms step_avg:720.87ms
step:34030/40500 train_loss:1.5483 aux_loss:0.0022 train_time:24523851ms step_avg:720.87ms
step:34031/40500 train_loss:1.4902 aux_loss:0.0023 train_time:24524573ms step_avg:720.87ms
step:34032/40500 train_loss:1.5479 aux_loss:0.0023 train_time:24525295ms step_avg:720.87ms
step:34033/40500 train_loss:1.5086 aux_loss:0.0022 train_time:24526019ms step_avg:720.87ms
step:34034/40500 train_loss:1.6203 aux_loss:0.0023 train_time:24526743ms step_avg:720.87ms
step:34035/40500 train_loss:1.5799 aux_loss:0.0022 train_time:24527467ms step_avg:720.87ms
step:34036/40500 train_loss:1.4676 aux_loss:0.0022 train_time:24528189ms step_avg:720.87ms
step:34037/40500 train_loss:1.5637 aux_loss:0.0024 train_time:24528913ms step_avg:720.87ms
step:34038/40500 train_loss:1.5709 aux_loss:0.0023 train_time:24529635ms step_avg:720.87ms
step:34039/40500 train_loss:1.5690 aux_loss:0.0022 train_time:24530358ms step_avg:720.87ms
step:34040/40500 train_loss:1.5083 aux_loss:0.0025 train_time:24531084ms step_avg:720.87ms
step:34041/40500 train_loss:1.5535 aux_loss:0.0023 train_time:24531806ms step_avg:720.87ms
step:34042/40500 train_loss:1.6245 aux_loss:0.0026 train_time:24532529ms step_avg:720.87ms
step:34043/40500 train_loss:1.5890 aux_loss:0.0026 train_time:24533252ms step_avg:720.87ms
step:34044/40500 train_loss:1.5365 aux_loss:0.0022 train_time:24533978ms step_avg:720.87ms
step:34045/40500 train_loss:1.5457 aux_loss:0.0026 train_time:24534701ms step_avg:720.87ms
step:34046/40500 train_loss:1.6223 aux_loss:0.0024 train_time:24535423ms step_avg:720.87ms
step:34047/40500 train_loss:1.6307 aux_loss:0.0023 train_time:24536145ms step_avg:720.87ms
step:34048/40500 train_loss:1.5273 aux_loss:0.0022 train_time:24536866ms step_avg:720.87ms
step:34049/40500 train_loss:1.4949 aux_loss:0.0023 train_time:24537588ms step_avg:720.87ms
step:34050/40500 train_loss:1.5493 aux_loss:0.0024 train_time:24538312ms step_avg:720.87ms
step:34051/40500 train_loss:1.5298 aux_loss:0.0023 train_time:24539035ms step_avg:720.87ms
step:34052/40500 train_loss:1.5644 aux_loss:0.0028 train_time:24539759ms step_avg:720.87ms
step:34053/40500 train_loss:1.5799 aux_loss:0.0025 train_time:24540485ms step_avg:720.87ms
step:34054/40500 train_loss:1.5200 aux_loss:0.0026 train_time:24541206ms step_avg:720.87ms
step:34055/40500 train_loss:1.5454 aux_loss:0.0026 train_time:24541929ms step_avg:720.87ms
step:34056/40500 train_loss:1.5837 aux_loss:0.0025 train_time:24542653ms step_avg:720.87ms
step:34057/40500 train_loss:1.5680 aux_loss:0.0025 train_time:24543375ms step_avg:720.87ms
step:34058/40500 train_loss:1.5890 aux_loss:0.0024 train_time:24544100ms step_avg:720.87ms
step:34059/40500 train_loss:1.5131 aux_loss:0.0024 train_time:24544823ms step_avg:720.87ms
step:34060/40500 train_loss:1.6125 aux_loss:0.0023 train_time:24545544ms step_avg:720.87ms
step:34061/40500 train_loss:1.6098 aux_loss:0.0024 train_time:24546264ms step_avg:720.87ms
step:34062/40500 train_loss:1.5592 aux_loss:0.0022 train_time:24546987ms step_avg:720.87ms
step:34063/40500 train_loss:1.5077 aux_loss:0.0022 train_time:24547709ms step_avg:720.87ms
step:34064/40500 train_loss:1.5499 aux_loss:0.0022 train_time:24548433ms step_avg:720.87ms
step:34065/40500 train_loss:1.5500 aux_loss:0.0022 train_time:24549156ms step_avg:720.87ms
step:34066/40500 train_loss:1.5524 aux_loss:0.0023 train_time:24549882ms step_avg:720.87ms
step:34067/40500 train_loss:1.5573 aux_loss:0.0023 train_time:24550603ms step_avg:720.87ms
step:34068/40500 train_loss:1.5944 aux_loss:0.0024 train_time:24551325ms step_avg:720.87ms
step:34069/40500 train_loss:1.5449 aux_loss:0.0023 train_time:24552050ms step_avg:720.87ms
step:34070/40500 train_loss:1.6472 aux_loss:0.0024 train_time:24552776ms step_avg:720.87ms
step:34071/40500 train_loss:1.5289 aux_loss:0.0025 train_time:24553501ms step_avg:720.87ms
step:34072/40500 train_loss:1.5744 aux_loss:0.0024 train_time:24554224ms step_avg:720.87ms
step:34073/40500 train_loss:1.5336 aux_loss:0.0024 train_time:24554948ms step_avg:720.87ms
step:34074/40500 train_loss:1.5270 aux_loss:0.0022 train_time:24555672ms step_avg:720.87ms
step:34075/40500 train_loss:1.5837 aux_loss:0.0022 train_time:24556399ms step_avg:720.87ms
step:34076/40500 train_loss:1.5355 aux_loss:0.0023 train_time:24557122ms step_avg:720.87ms
step:34077/40500 train_loss:1.4949 aux_loss:0.0022 train_time:24557841ms step_avg:720.87ms
step:34078/40500 train_loss:1.5176 aux_loss:0.0023 train_time:24558564ms step_avg:720.87ms
step:34079/40500 train_loss:1.5762 aux_loss:0.0023 train_time:24559286ms step_avg:720.87ms
step:34080/40500 train_loss:1.5522 aux_loss:0.0025 train_time:24560006ms step_avg:720.87ms
step:34081/40500 train_loss:1.5718 aux_loss:0.0026 train_time:24560731ms step_avg:720.87ms
step:34082/40500 train_loss:1.5676 aux_loss:0.0026 train_time:24561457ms step_avg:720.87ms
step:34083/40500 train_loss:1.5773 aux_loss:0.0023 train_time:24562177ms step_avg:720.87ms
step:34084/40500 train_loss:1.5492 aux_loss:0.0023 train_time:24562900ms step_avg:720.87ms
step:34085/40500 train_loss:1.5667 aux_loss:0.0025 train_time:24563623ms step_avg:720.87ms
step:34086/40500 train_loss:1.4910 aux_loss:0.0027 train_time:24564346ms step_avg:720.87ms
step:34087/40500 train_loss:1.5281 aux_loss:0.0026 train_time:24565070ms step_avg:720.87ms
step:34088/40500 train_loss:1.5708 aux_loss:0.0025 train_time:24565795ms step_avg:720.87ms
step:34089/40500 train_loss:1.6065 aux_loss:0.0027 train_time:24566516ms step_avg:720.87ms
step:34090/40500 train_loss:1.6000 aux_loss:0.0026 train_time:24567238ms step_avg:720.87ms
step:34091/40500 train_loss:1.5116 aux_loss:0.0025 train_time:24567961ms step_avg:720.87ms
step:34092/40500 train_loss:1.5248 aux_loss:0.0025 train_time:24568684ms step_avg:720.87ms
step:34093/40500 train_loss:1.5418 aux_loss:0.0023 train_time:24569408ms step_avg:720.87ms
step:34094/40500 train_loss:1.5792 aux_loss:0.0026 train_time:24570131ms step_avg:720.87ms
step:34095/40500 train_loss:1.5638 aux_loss:0.0024 train_time:24570850ms step_avg:720.87ms
step:34096/40500 train_loss:1.5344 aux_loss:0.0025 train_time:24571568ms step_avg:720.87ms
step:34097/40500 train_loss:1.5658 aux_loss:0.0023 train_time:24572287ms step_avg:720.87ms
step:34098/40500 train_loss:1.5807 aux_loss:0.0025 train_time:24573008ms step_avg:720.87ms
step:34099/40500 train_loss:1.5904 aux_loss:0.0025 train_time:24573727ms step_avg:720.87ms
step:34100/40500 train_loss:1.5696 aux_loss:0.0027 train_time:24574445ms step_avg:720.87ms
step:34101/40500 train_loss:1.5427 aux_loss:0.0025 train_time:24575166ms step_avg:720.87ms
step:34102/40500 train_loss:1.5455 aux_loss:0.0025 train_time:24575884ms step_avg:720.87ms
step:34103/40500 train_loss:1.5815 aux_loss:0.0024 train_time:24576602ms step_avg:720.87ms
step:34104/40500 train_loss:1.5146 aux_loss:0.0023 train_time:24577323ms step_avg:720.87ms
step:34105/40500 train_loss:1.5706 aux_loss:0.0024 train_time:24578039ms step_avg:720.87ms
step:34106/40500 train_loss:1.4686 aux_loss:0.0024 train_time:24578758ms step_avg:720.87ms
step:34107/40500 train_loss:1.5667 aux_loss:0.0024 train_time:24579476ms step_avg:720.87ms
step:34108/40500 train_loss:1.5001 aux_loss:0.0023 train_time:24580194ms step_avg:720.87ms
step:34109/40500 train_loss:1.5103 aux_loss:0.0023 train_time:24580911ms step_avg:720.87ms
step:34110/40500 train_loss:1.5255 aux_loss:0.0023 train_time:24581630ms step_avg:720.87ms
step:34111/40500 train_loss:1.5432 aux_loss:0.0023 train_time:24582348ms step_avg:720.87ms
step:34112/40500 train_loss:1.4589 aux_loss:0.0023 train_time:24583067ms step_avg:720.87ms
step:34113/40500 train_loss:1.5345 aux_loss:0.0023 train_time:24583788ms step_avg:720.87ms
step:34114/40500 train_loss:1.5693 aux_loss:0.0022 train_time:24584508ms step_avg:720.87ms
step:34115/40500 train_loss:1.5448 aux_loss:0.0023 train_time:24585225ms step_avg:720.87ms
step:34116/40500 train_loss:1.6305 aux_loss:0.0024 train_time:24585947ms step_avg:720.87ms
step:34117/40500 train_loss:1.5526 aux_loss:0.0025 train_time:24586668ms step_avg:720.87ms
step:34118/40500 train_loss:1.5284 aux_loss:0.0023 train_time:24587386ms step_avg:720.87ms
step:34119/40500 train_loss:1.5369 aux_loss:0.0027 train_time:24588106ms step_avg:720.87ms
step:34120/40500 train_loss:1.5708 aux_loss:0.0023 train_time:24588825ms step_avg:720.87ms
step:34121/40500 train_loss:1.5575 aux_loss:0.0024 train_time:24589543ms step_avg:720.87ms
step:34122/40500 train_loss:1.5436 aux_loss:0.0025 train_time:24590262ms step_avg:720.87ms
step:34123/40500 train_loss:1.5085 aux_loss:0.0023 train_time:24590982ms step_avg:720.87ms
step:34124/40500 train_loss:1.5034 aux_loss:0.0025 train_time:24591701ms step_avg:720.87ms
step:34125/40500 train_loss:1.5785 aux_loss:0.0024 train_time:24592419ms step_avg:720.87ms
step:34126/40500 train_loss:1.5619 aux_loss:0.0026 train_time:24593138ms step_avg:720.87ms
step:34127/40500 train_loss:1.5190 aux_loss:0.0029 train_time:24593853ms step_avg:720.87ms
step:34128/40500 train_loss:1.5348 aux_loss:0.0023 train_time:24594572ms step_avg:720.87ms
step:34129/40500 train_loss:1.5647 aux_loss:0.0023 train_time:24595289ms step_avg:720.87ms
step:34130/40500 train_loss:1.5418 aux_loss:0.0024 train_time:24596005ms step_avg:720.87ms
step:34131/40500 train_loss:1.5463 aux_loss:0.0023 train_time:24596725ms step_avg:720.87ms
step:34132/40500 train_loss:1.6253 aux_loss:0.0024 train_time:24597445ms step_avg:720.87ms
step:34133/40500 train_loss:1.5591 aux_loss:0.0023 train_time:24598162ms step_avg:720.87ms
step:34134/40500 train_loss:1.5466 aux_loss:0.0023 train_time:24598880ms step_avg:720.87ms
step:34135/40500 train_loss:1.5972 aux_loss:0.0022 train_time:24599598ms step_avg:720.87ms
step:34136/40500 train_loss:1.6260 aux_loss:0.0022 train_time:24600317ms step_avg:720.87ms
step:34137/40500 train_loss:1.5394 aux_loss:0.0024 train_time:24601034ms step_avg:720.87ms
step:34138/40500 train_loss:1.5286 aux_loss:0.0022 train_time:24601754ms step_avg:720.87ms
step:34139/40500 train_loss:1.5207 aux_loss:0.0023 train_time:24602471ms step_avg:720.87ms
step:34140/40500 train_loss:1.5561 aux_loss:0.0023 train_time:24603188ms step_avg:720.87ms
step:34141/40500 train_loss:1.5615 aux_loss:0.0024 train_time:24603906ms step_avg:720.87ms
step:34142/40500 train_loss:1.5640 aux_loss:0.0024 train_time:24604625ms step_avg:720.87ms
step:34143/40500 train_loss:1.4737 aux_loss:0.0023 train_time:24605343ms step_avg:720.87ms
step:34144/40500 train_loss:1.5667 aux_loss:0.0027 train_time:24606061ms step_avg:720.87ms
step:34145/40500 train_loss:1.5955 aux_loss:0.0025 train_time:24606780ms step_avg:720.87ms
step:34146/40500 train_loss:1.5333 aux_loss:0.0026 train_time:24607498ms step_avg:720.87ms
step:34147/40500 train_loss:1.5637 aux_loss:0.0025 train_time:24608216ms step_avg:720.87ms
step:34148/40500 train_loss:1.5674 aux_loss:0.0023 train_time:24608931ms step_avg:720.87ms
step:34149/40500 train_loss:1.6002 aux_loss:0.0023 train_time:24609653ms step_avg:720.87ms
step:34150/40500 train_loss:1.4717 aux_loss:0.0024 train_time:24610369ms step_avg:720.87ms
step:34151/40500 train_loss:1.4960 aux_loss:0.0025 train_time:24611087ms step_avg:720.87ms
step:34152/40500 train_loss:1.5346 aux_loss:0.0024 train_time:24611804ms step_avg:720.87ms
step:34153/40500 train_loss:1.5483 aux_loss:0.0023 train_time:24612523ms step_avg:720.87ms
step:34154/40500 train_loss:1.5259 aux_loss:0.0021 train_time:24613240ms step_avg:720.87ms
step:34155/40500 train_loss:1.5424 aux_loss:0.0023 train_time:24613962ms step_avg:720.87ms
step:34156/40500 train_loss:1.5640 aux_loss:0.0024 train_time:24614679ms step_avg:720.87ms
step:34157/40500 train_loss:1.5242 aux_loss:0.0024 train_time:24615397ms step_avg:720.87ms
step:34158/40500 train_loss:1.5998 aux_loss:0.0025 train_time:24616115ms step_avg:720.87ms
step:34159/40500 train_loss:1.5420 aux_loss:0.0024 train_time:24616835ms step_avg:720.87ms
step:34160/40500 train_loss:1.5012 aux_loss:0.0023 train_time:24617552ms step_avg:720.87ms
step:34161/40500 train_loss:1.5585 aux_loss:0.0023 train_time:24618273ms step_avg:720.87ms
step:34162/40500 train_loss:1.5650 aux_loss:0.0022 train_time:24618990ms step_avg:720.87ms
step:34163/40500 train_loss:1.5899 aux_loss:0.0022 train_time:24619709ms step_avg:720.87ms
step:34164/40500 train_loss:1.4950 aux_loss:0.0023 train_time:24620427ms step_avg:720.87ms
step:34165/40500 train_loss:1.5897 aux_loss:0.0023 train_time:24621144ms step_avg:720.86ms
step:34166/40500 train_loss:1.5597 aux_loss:0.0021 train_time:24621861ms step_avg:720.86ms
step:34167/40500 train_loss:1.5881 aux_loss:0.0022 train_time:24622580ms step_avg:720.86ms
step:34168/40500 train_loss:1.5767 aux_loss:0.0022 train_time:24623297ms step_avg:720.86ms
step:34169/40500 train_loss:1.5884 aux_loss:0.0024 train_time:24624016ms step_avg:720.86ms
step:34170/40500 train_loss:1.5127 aux_loss:0.0024 train_time:24624732ms step_avg:720.86ms
step:34171/40500 train_loss:1.5342 aux_loss:0.0022 train_time:24625451ms step_avg:720.86ms
step:34172/40500 train_loss:1.5624 aux_loss:0.0023 train_time:24626170ms step_avg:720.86ms
step:34173/40500 train_loss:1.4796 aux_loss:0.0023 train_time:24626890ms step_avg:720.86ms
step:34174/40500 train_loss:1.5612 aux_loss:0.0023 train_time:24627611ms step_avg:720.86ms
step:34175/40500 train_loss:1.5672 aux_loss:0.0022 train_time:24628328ms step_avg:720.86ms
step:34176/40500 train_loss:1.5280 aux_loss:0.0022 train_time:24629050ms step_avg:720.86ms
step:34177/40500 train_loss:1.5253 aux_loss:0.0023 train_time:24629769ms step_avg:720.86ms
step:34178/40500 train_loss:1.5845 aux_loss:0.0024 train_time:24630486ms step_avg:720.86ms
step:34179/40500 train_loss:1.5400 aux_loss:0.0024 train_time:24631207ms step_avg:720.86ms
step:34180/40500 train_loss:1.5646 aux_loss:0.0025 train_time:24631927ms step_avg:720.86ms
step:34181/40500 train_loss:1.5626 aux_loss:0.0024 train_time:24632645ms step_avg:720.86ms
step:34182/40500 train_loss:1.4979 aux_loss:0.0023 train_time:24633368ms step_avg:720.86ms
step:34183/40500 train_loss:1.5384 aux_loss:0.0025 train_time:24634090ms step_avg:720.86ms
step:34184/40500 train_loss:1.5189 aux_loss:0.0025 train_time:24634807ms step_avg:720.86ms
step:34185/40500 train_loss:1.5577 aux_loss:0.0023 train_time:24635527ms step_avg:720.86ms
step:34186/40500 train_loss:1.5710 aux_loss:0.0022 train_time:24636247ms step_avg:720.86ms
step:34187/40500 train_loss:1.5636 aux_loss:0.0022 train_time:24636965ms step_avg:720.86ms
step:34188/40500 train_loss:1.5313 aux_loss:0.0025 train_time:24637684ms step_avg:720.86ms
step:34189/40500 train_loss:1.5725 aux_loss:0.0023 train_time:24638403ms step_avg:720.86ms
step:34190/40500 train_loss:1.5642 aux_loss:0.0023 train_time:24639122ms step_avg:720.86ms
step:34191/40500 train_loss:1.6015 aux_loss:0.0022 train_time:24639840ms step_avg:720.86ms
step:34192/40500 train_loss:1.5628 aux_loss:0.0024 train_time:24640560ms step_avg:720.86ms
step:34193/40500 train_loss:1.5162 aux_loss:0.0023 train_time:24641278ms step_avg:720.86ms
step:34194/40500 train_loss:1.5433 aux_loss:0.0024 train_time:24641996ms step_avg:720.86ms
step:34195/40500 train_loss:1.5367 aux_loss:0.0024 train_time:24642714ms step_avg:720.86ms
step:34196/40500 train_loss:1.5376 aux_loss:0.0021 train_time:24643433ms step_avg:720.86ms
step:34197/40500 train_loss:1.5289 aux_loss:0.0045 train_time:24644154ms step_avg:720.86ms
step:34198/40500 train_loss:1.5494 aux_loss:0.0022 train_time:24644873ms step_avg:720.86ms
step:34199/40500 train_loss:1.5816 aux_loss:0.0024 train_time:24645590ms step_avg:720.86ms
step:34200/40500 train_loss:1.4864 aux_loss:0.0023 train_time:24646311ms step_avg:720.86ms
step:34201/40500 train_loss:1.5425 aux_loss:0.0025 train_time:24647029ms step_avg:720.86ms
step:34202/40500 train_loss:1.5675 aux_loss:0.0023 train_time:24647748ms step_avg:720.86ms
step:34203/40500 train_loss:1.5532 aux_loss:0.0026 train_time:24648469ms step_avg:720.86ms
step:34204/40500 train_loss:1.5332 aux_loss:0.0023 train_time:24649189ms step_avg:720.86ms
step:34205/40500 train_loss:1.5693 aux_loss:0.0024 train_time:24649907ms step_avg:720.86ms
step:34206/40500 train_loss:1.5384 aux_loss:0.0023 train_time:24650624ms step_avg:720.86ms
step:34207/40500 train_loss:1.6027 aux_loss:0.0026 train_time:24651343ms step_avg:720.86ms
step:34208/40500 train_loss:1.4963 aux_loss:0.0031 train_time:24652062ms step_avg:720.86ms
step:34209/40500 train_loss:1.5010 aux_loss:0.0024 train_time:24652779ms step_avg:720.86ms
step:34210/40500 train_loss:1.5380 aux_loss:0.0030 train_time:24653499ms step_avg:720.86ms
step:34211/40500 train_loss:1.5969 aux_loss:0.0030 train_time:24654217ms step_avg:720.86ms
step:34212/40500 train_loss:1.5562 aux_loss:0.0025 train_time:24654936ms step_avg:720.86ms
step:34213/40500 train_loss:1.5248 aux_loss:0.0022 train_time:24655654ms step_avg:720.86ms
step:34214/40500 train_loss:1.5714 aux_loss:0.0023 train_time:24656373ms step_avg:720.86ms
step:34215/40500 train_loss:1.5392 aux_loss:0.0023 train_time:24657093ms step_avg:720.86ms
step:34216/40500 train_loss:1.5587 aux_loss:0.0024 train_time:24657812ms step_avg:720.86ms
step:34217/40500 train_loss:1.5862 aux_loss:0.0028 train_time:24658530ms step_avg:720.86ms
step:34218/40500 train_loss:1.5917 aux_loss:0.0023 train_time:24659249ms step_avg:720.86ms
step:34219/40500 train_loss:1.6081 aux_loss:0.0024 train_time:24659969ms step_avg:720.86ms
step:34220/40500 train_loss:1.5098 aux_loss:0.0023 train_time:24660689ms step_avg:720.86ms
step:34221/40500 train_loss:1.5272 aux_loss:0.0024 train_time:24661407ms step_avg:720.86ms
step:34222/40500 train_loss:1.4951 aux_loss:0.0025 train_time:24662126ms step_avg:720.86ms
step:34223/40500 train_loss:1.5133 aux_loss:0.0030 train_time:24662844ms step_avg:720.86ms
step:34224/40500 train_loss:1.5110 aux_loss:0.0026 train_time:24663564ms step_avg:720.86ms
step:34225/40500 train_loss:1.5357 aux_loss:0.0025 train_time:24664284ms step_avg:720.86ms
step:34226/40500 train_loss:1.5765 aux_loss:0.0027 train_time:24665002ms step_avg:720.86ms
step:34227/40500 train_loss:1.5871 aux_loss:0.0026 train_time:24665722ms step_avg:720.86ms
step:34228/40500 train_loss:1.5817 aux_loss:0.0027 train_time:24666443ms step_avg:720.86ms
step:34229/40500 train_loss:1.5667 aux_loss:0.0024 train_time:24667160ms step_avg:720.86ms
step:34230/40500 train_loss:1.5173 aux_loss:0.0023 train_time:24667879ms step_avg:720.86ms
step:34231/40500 train_loss:1.5418 aux_loss:0.0023 train_time:24668596ms step_avg:720.86ms
step:34232/40500 train_loss:1.5634 aux_loss:0.0024 train_time:24669315ms step_avg:720.86ms
step:34233/40500 train_loss:1.5867 aux_loss:0.0024 train_time:24670035ms step_avg:720.86ms
step:34234/40500 train_loss:1.5265 aux_loss:0.0024 train_time:24670755ms step_avg:720.86ms
step:34235/40500 train_loss:1.5695 aux_loss:0.0028 train_time:24671472ms step_avg:720.86ms
step:34236/40500 train_loss:1.5362 aux_loss:0.0023 train_time:24672189ms step_avg:720.86ms
step:34237/40500 train_loss:1.4993 aux_loss:0.0024 train_time:24672909ms step_avg:720.86ms
step:34238/40500 train_loss:1.5404 aux_loss:0.0024 train_time:24673626ms step_avg:720.86ms
step:34239/40500 train_loss:1.6133 aux_loss:0.0024 train_time:24674345ms step_avg:720.86ms
step:34240/40500 train_loss:1.5178 aux_loss:0.0025 train_time:24675065ms step_avg:720.86ms
step:34241/40500 train_loss:1.5326 aux_loss:0.0025 train_time:24675783ms step_avg:720.86ms
step:34242/40500 train_loss:1.5450 aux_loss:0.0024 train_time:24676502ms step_avg:720.86ms
step:34243/40500 train_loss:1.5573 aux_loss:0.0023 train_time:24677225ms step_avg:720.86ms
step:34244/40500 train_loss:1.5290 aux_loss:0.0024 train_time:24677941ms step_avg:720.86ms
step:34245/40500 train_loss:1.5017 aux_loss:0.0024 train_time:24678660ms step_avg:720.86ms
step:34246/40500 train_loss:1.5644 aux_loss:0.0022 train_time:24679379ms step_avg:720.86ms
step:34247/40500 train_loss:1.5604 aux_loss:0.0030 train_time:24680101ms step_avg:720.86ms
step:34248/40500 train_loss:1.5857 aux_loss:0.0023 train_time:24680818ms step_avg:720.86ms
step:34249/40500 train_loss:1.5720 aux_loss:0.0022 train_time:24681537ms step_avg:720.86ms
step:34250/40500 train_loss:1.5351 aux_loss:0.0025 train_time:24682255ms step_avg:720.86ms
step:34251/40500 train_loss:1.5653 aux_loss:0.0025 train_time:24682975ms step_avg:720.86ms
step:34252/40500 train_loss:1.5494 aux_loss:0.0023 train_time:24683694ms step_avg:720.86ms
step:34253/40500 train_loss:1.5617 aux_loss:0.0023 train_time:24684411ms step_avg:720.86ms
step:34254/40500 train_loss:1.5816 aux_loss:0.0025 train_time:24685131ms step_avg:720.86ms
step:34255/40500 train_loss:1.5801 aux_loss:0.0023 train_time:24685851ms step_avg:720.86ms
step:34256/40500 train_loss:1.5539 aux_loss:0.0025 train_time:24686568ms step_avg:720.86ms
step:34257/40500 train_loss:1.5354 aux_loss:0.0024 train_time:24687285ms step_avg:720.86ms
step:34258/40500 train_loss:1.5871 aux_loss:0.0023 train_time:24688004ms step_avg:720.86ms
step:34259/40500 train_loss:1.5170 aux_loss:0.0022 train_time:24688721ms step_avg:720.86ms
step:34260/40500 train_loss:1.5219 aux_loss:0.0022 train_time:24689441ms step_avg:720.86ms
step:34261/40500 train_loss:1.5342 aux_loss:0.0023 train_time:24690160ms step_avg:720.86ms
step:34262/40500 train_loss:1.5199 aux_loss:0.0023 train_time:24690879ms step_avg:720.86ms
step:34263/40500 train_loss:1.5213 aux_loss:0.0024 train_time:24691599ms step_avg:720.86ms
step:34264/40500 train_loss:1.4692 aux_loss:0.0023 train_time:24692318ms step_avg:720.86ms
step:34265/40500 train_loss:1.5592 aux_loss:0.0026 train_time:24693036ms step_avg:720.86ms
step:34266/40500 train_loss:1.5862 aux_loss:0.0023 train_time:24693755ms step_avg:720.86ms
step:34267/40500 train_loss:1.5336 aux_loss:0.0023 train_time:24694473ms step_avg:720.86ms
step:34268/40500 train_loss:1.5652 aux_loss:0.0031 train_time:24695193ms step_avg:720.86ms
step:34269/40500 train_loss:1.5111 aux_loss:0.0024 train_time:24695913ms step_avg:720.86ms
step:34270/40500 train_loss:1.5476 aux_loss:0.0022 train_time:24696632ms step_avg:720.86ms
step:34271/40500 train_loss:1.5722 aux_loss:0.0022 train_time:24697351ms step_avg:720.86ms
step:34272/40500 train_loss:1.5657 aux_loss:0.0025 train_time:24698069ms step_avg:720.86ms
step:34273/40500 train_loss:1.5565 aux_loss:0.0024 train_time:24698789ms step_avg:720.86ms
step:34274/40500 train_loss:1.5652 aux_loss:0.0025 train_time:24699510ms step_avg:720.86ms
step:34275/40500 train_loss:1.4825 aux_loss:0.0023 train_time:24700230ms step_avg:720.86ms
step:34276/40500 train_loss:1.5829 aux_loss:0.0024 train_time:24700951ms step_avg:720.86ms
step:34277/40500 train_loss:1.5320 aux_loss:0.0025 train_time:24701670ms step_avg:720.86ms
step:34278/40500 train_loss:1.5494 aux_loss:0.0029 train_time:24702392ms step_avg:720.86ms
step:34279/40500 train_loss:1.5224 aux_loss:0.0027 train_time:24703112ms step_avg:720.86ms
step:34280/40500 train_loss:1.5668 aux_loss:0.0028 train_time:24703830ms step_avg:720.86ms
step:34281/40500 train_loss:1.5769 aux_loss:0.0024 train_time:24704549ms step_avg:720.86ms
step:34282/40500 train_loss:1.4912 aux_loss:0.0025 train_time:24705269ms step_avg:720.86ms
step:34283/40500 train_loss:1.5460 aux_loss:0.0024 train_time:24705989ms step_avg:720.86ms
step:34284/40500 train_loss:1.4834 aux_loss:0.0028 train_time:24706708ms step_avg:720.86ms
step:34285/40500 train_loss:1.5879 aux_loss:0.0023 train_time:24707427ms step_avg:720.86ms
step:34286/40500 train_loss:1.6113 aux_loss:0.0024 train_time:24708144ms step_avg:720.86ms
step:34287/40500 train_loss:1.5923 aux_loss:0.0038 train_time:24708864ms step_avg:720.86ms
step:34288/40500 train_loss:1.5703 aux_loss:0.0023 train_time:24709583ms step_avg:720.86ms
step:34289/40500 train_loss:1.5379 aux_loss:0.0027 train_time:24710300ms step_avg:720.86ms
step:34290/40500 train_loss:1.5143 aux_loss:0.0022 train_time:24711019ms step_avg:720.86ms
step:34291/40500 train_loss:1.5538 aux_loss:0.0023 train_time:24711738ms step_avg:720.86ms
step:34292/40500 train_loss:1.5567 aux_loss:0.0023 train_time:24712455ms step_avg:720.86ms
step:34293/40500 train_loss:1.5669 aux_loss:0.0022 train_time:24713173ms step_avg:720.86ms
step:34294/40500 train_loss:1.5731 aux_loss:0.0025 train_time:24713890ms step_avg:720.86ms
step:34295/40500 train_loss:1.5558 aux_loss:0.0023 train_time:24714608ms step_avg:720.86ms
step:34296/40500 train_loss:1.5832 aux_loss:0.0023 train_time:24715327ms step_avg:720.86ms
step:34297/40500 train_loss:1.5593 aux_loss:0.0024 train_time:24716046ms step_avg:720.86ms
step:34298/40500 train_loss:1.5542 aux_loss:0.0025 train_time:24716764ms step_avg:720.86ms
step:34299/40500 train_loss:1.5546 aux_loss:0.0025 train_time:24717482ms step_avg:720.86ms
step:34300/40500 train_loss:1.5054 aux_loss:0.0027 train_time:24718202ms step_avg:720.86ms
step:34301/40500 train_loss:1.4988 aux_loss:0.0024 train_time:24718919ms step_avg:720.86ms
step:34302/40500 train_loss:1.6125 aux_loss:0.0025 train_time:24719639ms step_avg:720.86ms
step:34303/40500 train_loss:1.5932 aux_loss:0.0024 train_time:24720356ms step_avg:720.86ms
step:34304/40500 train_loss:1.5348 aux_loss:0.0023 train_time:24721073ms step_avg:720.86ms
step:34305/40500 train_loss:1.4785 aux_loss:0.0021 train_time:24721790ms step_avg:720.86ms
step:34306/40500 train_loss:1.5681 aux_loss:0.0023 train_time:24722510ms step_avg:720.86ms
step:34307/40500 train_loss:1.4544 aux_loss:0.0023 train_time:24723228ms step_avg:720.86ms
step:34308/40500 train_loss:1.5036 aux_loss:0.0023 train_time:24723947ms step_avg:720.86ms
step:34309/40500 train_loss:1.5242 aux_loss:0.0021 train_time:24724665ms step_avg:720.86ms
step:34310/40500 train_loss:1.5278 aux_loss:0.0021 train_time:24725384ms step_avg:720.86ms
step:34311/40500 train_loss:1.5979 aux_loss:0.0023 train_time:24726102ms step_avg:720.86ms
step:34312/40500 train_loss:1.5455 aux_loss:0.0026 train_time:24726820ms step_avg:720.86ms
step:34313/40500 train_loss:1.5331 aux_loss:0.0023 train_time:24727537ms step_avg:720.86ms
step:34314/40500 train_loss:1.5698 aux_loss:0.0024 train_time:24728255ms step_avg:720.86ms
step:34315/40500 train_loss:1.5227 aux_loss:0.0025 train_time:24728972ms step_avg:720.86ms
step:34316/40500 train_loss:1.5073 aux_loss:0.0024 train_time:24729689ms step_avg:720.86ms
step:34317/40500 train_loss:1.5251 aux_loss:0.0022 train_time:24730407ms step_avg:720.86ms
step:34318/40500 train_loss:1.5315 aux_loss:0.0022 train_time:24731125ms step_avg:720.86ms
step:34319/40500 train_loss:1.5251 aux_loss:0.0022 train_time:24731843ms step_avg:720.86ms
step:34320/40500 train_loss:1.5569 aux_loss:0.0022 train_time:24732561ms step_avg:720.86ms
step:34321/40500 train_loss:1.5806 aux_loss:0.0024 train_time:24733280ms step_avg:720.86ms
step:34322/40500 train_loss:1.4687 aux_loss:0.0022 train_time:24733996ms step_avg:720.86ms
step:34323/40500 train_loss:1.5084 aux_loss:0.0024 train_time:24734714ms step_avg:720.86ms
step:34324/40500 train_loss:1.5440 aux_loss:0.0023 train_time:24735431ms step_avg:720.86ms
step:34325/40500 train_loss:1.5056 aux_loss:0.0023 train_time:24736149ms step_avg:720.86ms
step:34326/40500 train_loss:1.5524 aux_loss:0.0024 train_time:24736867ms step_avg:720.86ms
step:34327/40500 train_loss:1.5072 aux_loss:0.0023 train_time:24737585ms step_avg:720.86ms
step:34328/40500 train_loss:1.5550 aux_loss:0.0023 train_time:24738304ms step_avg:720.86ms
step:34329/40500 train_loss:1.5818 aux_loss:0.0025 train_time:24739023ms step_avg:720.85ms
step:34330/40500 train_loss:1.4752 aux_loss:0.0022 train_time:24739740ms step_avg:720.85ms
step:34331/40500 train_loss:1.5439 aux_loss:0.0024 train_time:24740457ms step_avg:720.85ms
step:34332/40500 train_loss:1.5453 aux_loss:0.0024 train_time:24741176ms step_avg:720.85ms
step:34333/40500 train_loss:1.5513 aux_loss:0.0023 train_time:24741895ms step_avg:720.85ms
step:34334/40500 train_loss:1.5794 aux_loss:0.0024 train_time:24742612ms step_avg:720.85ms
step:34335/40500 train_loss:1.5846 aux_loss:0.0023 train_time:24743331ms step_avg:720.85ms
step:34336/40500 train_loss:1.5670 aux_loss:0.0023 train_time:24744049ms step_avg:720.85ms
step:34337/40500 train_loss:1.4800 aux_loss:0.0026 train_time:24744766ms step_avg:720.85ms
step:34338/40500 train_loss:1.6000 aux_loss:0.0023 train_time:24745484ms step_avg:720.85ms
step:34339/40500 train_loss:1.5778 aux_loss:0.0025 train_time:24746202ms step_avg:720.85ms
step:34340/40500 train_loss:1.5074 aux_loss:0.0025 train_time:24746917ms step_avg:720.85ms
step:34341/40500 train_loss:1.5485 aux_loss:0.0027 train_time:24747635ms step_avg:720.85ms
step:34342/40500 train_loss:1.5554 aux_loss:0.0022 train_time:24748353ms step_avg:720.85ms
step:34343/40500 train_loss:1.5127 aux_loss:0.0022 train_time:24749068ms step_avg:720.85ms
step:34344/40500 train_loss:1.5554 aux_loss:0.0023 train_time:24749787ms step_avg:720.85ms
step:34345/40500 train_loss:1.5615 aux_loss:0.0026 train_time:24750505ms step_avg:720.85ms
step:34346/40500 train_loss:1.6031 aux_loss:0.0025 train_time:24751221ms step_avg:720.85ms
step:34347/40500 train_loss:1.5936 aux_loss:0.0025 train_time:24751939ms step_avg:720.85ms
step:34348/40500 train_loss:1.4804 aux_loss:0.0023 train_time:24752657ms step_avg:720.85ms
step:34349/40500 train_loss:1.5700 aux_loss:0.0024 train_time:24753375ms step_avg:720.85ms
step:34350/40500 train_loss:1.4955 aux_loss:0.0024 train_time:24754092ms step_avg:720.85ms
step:34351/40500 train_loss:1.5652 aux_loss:0.0023 train_time:24754809ms step_avg:720.85ms
step:34352/40500 train_loss:1.5738 aux_loss:0.0023 train_time:24755525ms step_avg:720.85ms
step:34353/40500 train_loss:1.5464 aux_loss:0.0023 train_time:24756241ms step_avg:720.85ms
step:34354/40500 train_loss:1.5577 aux_loss:0.0024 train_time:24756959ms step_avg:720.85ms
step:34355/40500 train_loss:1.5376 aux_loss:0.0023 train_time:24757679ms step_avg:720.85ms
step:34356/40500 train_loss:1.5099 aux_loss:0.0023 train_time:24758397ms step_avg:720.85ms
step:34357/40500 train_loss:1.5550 aux_loss:0.0025 train_time:24759116ms step_avg:720.85ms
step:34358/40500 train_loss:1.5623 aux_loss:0.0023 train_time:24759833ms step_avg:720.85ms
step:34359/40500 train_loss:1.5374 aux_loss:0.0023 train_time:24760549ms step_avg:720.85ms
step:34360/40500 train_loss:1.5169 aux_loss:0.0022 train_time:24761267ms step_avg:720.85ms
step:34361/40500 train_loss:1.5135 aux_loss:0.0024 train_time:24761984ms step_avg:720.85ms
step:34362/40500 train_loss:1.4697 aux_loss:0.0022 train_time:24762701ms step_avg:720.85ms
step:34363/40500 train_loss:1.5336 aux_loss:0.0024 train_time:24763419ms step_avg:720.85ms
step:34364/40500 train_loss:1.5338 aux_loss:0.0022 train_time:24764137ms step_avg:720.85ms
step:34365/40500 train_loss:1.5562 aux_loss:0.0025 train_time:24764855ms step_avg:720.85ms
step:34366/40500 train_loss:1.5438 aux_loss:0.0023 train_time:24765572ms step_avg:720.85ms
step:34367/40500 train_loss:1.5289 aux_loss:0.0025 train_time:24766289ms step_avg:720.85ms
step:34368/40500 train_loss:1.5053 aux_loss:0.0034 train_time:24767007ms step_avg:720.85ms
step:34369/40500 train_loss:1.5009 aux_loss:0.0024 train_time:24767724ms step_avg:720.85ms
step:34370/40500 train_loss:1.5551 aux_loss:0.0023 train_time:24768442ms step_avg:720.85ms
step:34371/40500 train_loss:1.5694 aux_loss:0.0027 train_time:24769158ms step_avg:720.85ms
step:34372/40500 train_loss:1.5994 aux_loss:0.0029 train_time:24769874ms step_avg:720.85ms
step:34373/40500 train_loss:1.6072 aux_loss:0.0021 train_time:24770592ms step_avg:720.85ms
step:34374/40500 train_loss:1.5358 aux_loss:0.0023 train_time:24771312ms step_avg:720.85ms
step:34375/40500 train_loss:1.5428 aux_loss:0.0022 train_time:24772029ms step_avg:720.85ms
step:34376/40500 train_loss:1.5442 aux_loss:0.0022 train_time:24772747ms step_avg:720.85ms
step:34377/40500 train_loss:1.5452 aux_loss:0.0024 train_time:24773464ms step_avg:720.85ms
step:34378/40500 train_loss:1.5355 aux_loss:0.0026 train_time:24774181ms step_avg:720.85ms
step:34379/40500 train_loss:1.5583 aux_loss:0.0025 train_time:24774897ms step_avg:720.85ms
step:34380/40500 train_loss:1.5155 aux_loss:0.0030 train_time:24775613ms step_avg:720.85ms
step:34381/40500 train_loss:1.5454 aux_loss:0.0024 train_time:24776332ms step_avg:720.85ms
step:34382/40500 train_loss:1.5893 aux_loss:0.0024 train_time:24777049ms step_avg:720.85ms
step:34383/40500 train_loss:1.5339 aux_loss:0.0024 train_time:24777767ms step_avg:720.85ms
step:34384/40500 train_loss:1.5653 aux_loss:0.0026 train_time:24778488ms step_avg:720.85ms
step:34385/40500 train_loss:1.5490 aux_loss:0.0025 train_time:24779207ms step_avg:720.85ms
step:34386/40500 train_loss:1.5672 aux_loss:0.0029 train_time:24779925ms step_avg:720.85ms
step:34387/40500 train_loss:1.5816 aux_loss:0.0025 train_time:24780643ms step_avg:720.85ms
step:34388/40500 train_loss:1.5239 aux_loss:0.0024 train_time:24781360ms step_avg:720.85ms
step:34389/40500 train_loss:1.5139 aux_loss:0.0025 train_time:24782077ms step_avg:720.85ms
step:34390/40500 train_loss:1.6078 aux_loss:0.0025 train_time:24782793ms step_avg:720.85ms
step:34391/40500 train_loss:1.5263 aux_loss:0.0029 train_time:24783513ms step_avg:720.85ms
step:34392/40500 train_loss:1.5191 aux_loss:0.0022 train_time:24784232ms step_avg:720.85ms
step:34393/40500 train_loss:1.5911 aux_loss:0.0025 train_time:24784950ms step_avg:720.85ms
step:34394/40500 train_loss:1.5651 aux_loss:0.0024 train_time:24785667ms step_avg:720.85ms
step:34395/40500 train_loss:1.5573 aux_loss:0.0023 train_time:24786385ms step_avg:720.85ms
step:34396/40500 train_loss:1.5437 aux_loss:0.0023 train_time:24787102ms step_avg:720.85ms
step:34397/40500 train_loss:1.4900 aux_loss:0.0022 train_time:24787821ms step_avg:720.85ms
step:34398/40500 train_loss:1.5444 aux_loss:0.0026 train_time:24788537ms step_avg:720.85ms
step:34399/40500 train_loss:1.5273 aux_loss:0.0027 train_time:24789256ms step_avg:720.85ms
step:34400/40500 train_loss:1.5351 aux_loss:0.0024 train_time:24789973ms step_avg:720.85ms
step:34401/40500 train_loss:1.5689 aux_loss:0.0023 train_time:24790691ms step_avg:720.85ms
step:34402/40500 train_loss:1.5420 aux_loss:0.0024 train_time:24791410ms step_avg:720.85ms
step:34403/40500 train_loss:1.5333 aux_loss:0.0025 train_time:24792128ms step_avg:720.85ms
step:34404/40500 train_loss:1.5253 aux_loss:0.0024 train_time:24792847ms step_avg:720.85ms
step:34405/40500 train_loss:1.5720 aux_loss:0.0023 train_time:24793564ms step_avg:720.85ms
step:34406/40500 train_loss:1.5360 aux_loss:0.0023 train_time:24794282ms step_avg:720.85ms
step:34407/40500 train_loss:1.5527 aux_loss:0.0023 train_time:24795001ms step_avg:720.85ms
step:34408/40500 train_loss:1.5443 aux_loss:0.0024 train_time:24795718ms step_avg:720.85ms
step:34409/40500 train_loss:1.5436 aux_loss:0.0022 train_time:24796436ms step_avg:720.85ms
step:34410/40500 train_loss:1.5312 aux_loss:0.0023 train_time:24797154ms step_avg:720.85ms
step:34411/40500 train_loss:1.5620 aux_loss:0.0023 train_time:24797873ms step_avg:720.85ms
step:34412/40500 train_loss:1.5696 aux_loss:0.0024 train_time:24798586ms step_avg:720.85ms
step:34413/40500 train_loss:1.5503 aux_loss:0.0022 train_time:24799306ms step_avg:720.85ms
step:34414/40500 train_loss:1.5620 aux_loss:0.0030 train_time:24800025ms step_avg:720.85ms
step:34415/40500 train_loss:1.6163 aux_loss:0.0023 train_time:24800743ms step_avg:720.85ms
step:34416/40500 train_loss:1.5735 aux_loss:0.0023 train_time:24801462ms step_avg:720.85ms
step:34417/40500 train_loss:1.5120 aux_loss:0.0025 train_time:24802183ms step_avg:720.85ms
step:34418/40500 train_loss:1.4875 aux_loss:0.0023 train_time:24802900ms step_avg:720.85ms
step:34419/40500 train_loss:1.5292 aux_loss:0.0025 train_time:24803620ms step_avg:720.85ms
step:34420/40500 train_loss:1.5371 aux_loss:0.0022 train_time:24804337ms step_avg:720.85ms
step:34421/40500 train_loss:1.5852 aux_loss:0.0024 train_time:24805055ms step_avg:720.85ms
step:34422/40500 train_loss:1.5409 aux_loss:0.0023 train_time:24805773ms step_avg:720.85ms
step:34423/40500 train_loss:1.5444 aux_loss:0.0024 train_time:24806491ms step_avg:720.85ms
step:34424/40500 train_loss:1.5735 aux_loss:0.0023 train_time:24807208ms step_avg:720.85ms
step:34425/40500 train_loss:1.5142 aux_loss:0.0023 train_time:24807926ms step_avg:720.85ms
step:34426/40500 train_loss:1.5166 aux_loss:0.0025 train_time:24808645ms step_avg:720.85ms
step:34427/40500 train_loss:1.5615 aux_loss:0.0024 train_time:24809363ms step_avg:720.85ms
step:34428/40500 train_loss:1.5739 aux_loss:0.0024 train_time:24810082ms step_avg:720.85ms
step:34429/40500 train_loss:1.5603 aux_loss:0.0023 train_time:24810800ms step_avg:720.85ms
step:34430/40500 train_loss:1.5537 aux_loss:0.0023 train_time:24811518ms step_avg:720.85ms
step:34431/40500 train_loss:1.5558 aux_loss:0.0039 train_time:24812238ms step_avg:720.85ms
step:34432/40500 train_loss:1.5606 aux_loss:0.0023 train_time:24812956ms step_avg:720.85ms
step:34433/40500 train_loss:1.5287 aux_loss:0.0023 train_time:24813674ms step_avg:720.85ms
step:34434/40500 train_loss:1.5571 aux_loss:0.0024 train_time:24814395ms step_avg:720.85ms
step:34435/40500 train_loss:1.5376 aux_loss:0.0023 train_time:24815118ms step_avg:720.85ms
step:34436/40500 train_loss:1.5507 aux_loss:0.0024 train_time:24815842ms step_avg:720.85ms
step:34437/40500 train_loss:1.5906 aux_loss:0.0024 train_time:24816566ms step_avg:720.85ms
step:34438/40500 train_loss:1.5425 aux_loss:0.0028 train_time:24817286ms step_avg:720.85ms
step:34439/40500 train_loss:1.5205 aux_loss:0.0025 train_time:24818005ms step_avg:720.85ms
step:34440/40500 train_loss:1.5640 aux_loss:0.0025 train_time:24818727ms step_avg:720.85ms
step:34441/40500 train_loss:1.5196 aux_loss:0.0025 train_time:24819449ms step_avg:720.85ms
step:34442/40500 train_loss:1.5988 aux_loss:0.0024 train_time:24820171ms step_avg:720.85ms
step:34443/40500 train_loss:1.5490 aux_loss:0.0023 train_time:24820895ms step_avg:720.85ms
step:34444/40500 train_loss:1.5933 aux_loss:0.0023 train_time:24821620ms step_avg:720.85ms
step:34445/40500 train_loss:1.5377 aux_loss:0.0022 train_time:24822341ms step_avg:720.85ms
step:34446/40500 train_loss:1.6199 aux_loss:0.0022 train_time:24823063ms step_avg:720.85ms
step:34447/40500 train_loss:1.5329 aux_loss:0.0022 train_time:24823785ms step_avg:720.85ms
step:34448/40500 train_loss:1.5545 aux_loss:0.0022 train_time:24824507ms step_avg:720.85ms
step:34449/40500 train_loss:1.5352 aux_loss:0.0022 train_time:24825229ms step_avg:720.85ms
step:34450/40500 train_loss:1.5677 aux_loss:0.0022 train_time:24825950ms step_avg:720.85ms
step:34451/40500 train_loss:1.5653 aux_loss:0.0023 train_time:24826673ms step_avg:720.85ms
step:34452/40500 train_loss:1.5173 aux_loss:0.0026 train_time:24827397ms step_avg:720.85ms
step:34453/40500 train_loss:1.5659 aux_loss:0.0024 train_time:24828121ms step_avg:720.85ms
step:34454/40500 train_loss:1.5604 aux_loss:0.0024 train_time:24828843ms step_avg:720.85ms
step:34455/40500 train_loss:1.5682 aux_loss:0.0024 train_time:24829565ms step_avg:720.85ms
step:34456/40500 train_loss:1.6087 aux_loss:0.0024 train_time:24830287ms step_avg:720.85ms
step:34457/40500 train_loss:1.5655 aux_loss:0.0024 train_time:24831010ms step_avg:720.85ms
step:34458/40500 train_loss:1.5937 aux_loss:0.0028 train_time:24831732ms step_avg:720.85ms
step:34459/40500 train_loss:1.4677 aux_loss:0.0023 train_time:24832454ms step_avg:720.85ms
step:34460/40500 train_loss:1.5639 aux_loss:0.0025 train_time:24833180ms step_avg:720.85ms
step:34461/40500 train_loss:1.5839 aux_loss:0.0024 train_time:24833902ms step_avg:720.85ms
step:34462/40500 train_loss:1.5276 aux_loss:0.0023 train_time:24834623ms step_avg:720.85ms
step:34463/40500 train_loss:1.5359 aux_loss:0.0027 train_time:24835346ms step_avg:720.85ms
step:34464/40500 train_loss:1.5511 aux_loss:0.0024 train_time:24836067ms step_avg:720.85ms
step:34465/40500 train_loss:1.5943 aux_loss:0.0023 train_time:24836790ms step_avg:720.85ms
step:34466/40500 train_loss:1.5896 aux_loss:0.0022 train_time:24837517ms step_avg:720.85ms
step:34467/40500 train_loss:1.5459 aux_loss:0.0023 train_time:24838240ms step_avg:720.85ms
step:34468/40500 train_loss:1.5478 aux_loss:0.0026 train_time:24838959ms step_avg:720.85ms
step:34469/40500 train_loss:1.5730 aux_loss:0.0024 train_time:24839681ms step_avg:720.85ms
step:34470/40500 train_loss:1.5807 aux_loss:0.0024 train_time:24840405ms step_avg:720.85ms
step:34471/40500 train_loss:1.5148 aux_loss:0.0023 train_time:24841125ms step_avg:720.85ms
step:34472/40500 train_loss:1.5940 aux_loss:0.0024 train_time:24841846ms step_avg:720.85ms
step:34473/40500 train_loss:1.5274 aux_loss:0.0023 train_time:24842571ms step_avg:720.85ms
step:34474/40500 train_loss:1.5414 aux_loss:0.0025 train_time:24843298ms step_avg:720.85ms
step:34475/40500 train_loss:1.5237 aux_loss:0.0024 train_time:24844019ms step_avg:720.85ms
step:34476/40500 train_loss:1.5652 aux_loss:0.0022 train_time:24844742ms step_avg:720.85ms
step:34477/40500 train_loss:1.5718 aux_loss:0.0024 train_time:24845466ms step_avg:720.85ms
step:34478/40500 train_loss:1.5591 aux_loss:0.0024 train_time:24846190ms step_avg:720.85ms
step:34479/40500 train_loss:1.4930 aux_loss:0.0025 train_time:24846910ms step_avg:720.85ms
step:34480/40500 train_loss:1.5464 aux_loss:0.0032 train_time:24847639ms step_avg:720.85ms
step:34481/40500 train_loss:1.5659 aux_loss:0.0025 train_time:24848361ms step_avg:720.85ms
step:34482/40500 train_loss:1.5747 aux_loss:0.0023 train_time:24849083ms step_avg:720.85ms
step:34483/40500 train_loss:1.5192 aux_loss:0.0022 train_time:24849808ms step_avg:720.85ms
step:34484/40500 train_loss:1.5452 aux_loss:0.0028 train_time:24850534ms step_avg:720.85ms
step:34485/40500 train_loss:1.4836 aux_loss:0.0022 train_time:24851256ms step_avg:720.85ms
step:34486/40500 train_loss:1.5815 aux_loss:0.0023 train_time:24851976ms step_avg:720.85ms
step:34487/40500 train_loss:1.5562 aux_loss:0.0023 train_time:24852699ms step_avg:720.85ms
step:34488/40500 train_loss:1.4711 aux_loss:0.0023 train_time:24853423ms step_avg:720.85ms
step:34489/40500 train_loss:1.5207 aux_loss:0.0023 train_time:24854144ms step_avg:720.85ms
step:34490/40500 train_loss:1.5884 aux_loss:0.0024 train_time:24854869ms step_avg:720.85ms
step:34491/40500 train_loss:1.6135 aux_loss:0.0024 train_time:24855592ms step_avg:720.85ms
step:34492/40500 train_loss:1.5718 aux_loss:0.0024 train_time:24856316ms step_avg:720.85ms
step:34493/40500 train_loss:1.5804 aux_loss:0.0025 train_time:24857038ms step_avg:720.85ms
step:34494/40500 train_loss:1.5454 aux_loss:0.0023 train_time:24857761ms step_avg:720.85ms
step:34495/40500 train_loss:1.5317 aux_loss:0.0025 train_time:24858483ms step_avg:720.85ms
step:34496/40500 train_loss:1.5199 aux_loss:0.0023 train_time:24859206ms step_avg:720.85ms
step:34497/40500 train_loss:1.5281 aux_loss:0.0023 train_time:24859932ms step_avg:720.85ms
step:34498/40500 train_loss:1.4958 aux_loss:0.0024 train_time:24860655ms step_avg:720.85ms
step:34499/40500 train_loss:1.5418 aux_loss:0.0024 train_time:24861378ms step_avg:720.85ms
step:34500/40500 train_loss:1.5028 aux_loss:0.0026 train_time:24862100ms step_avg:720.85ms
step:34501/40500 train_loss:1.5346 aux_loss:0.0023 train_time:24862825ms step_avg:720.85ms
step:34502/40500 train_loss:1.5088 aux_loss:0.0023 train_time:24863552ms step_avg:720.85ms
step:34503/40500 train_loss:1.4901 aux_loss:0.0028 train_time:24864275ms step_avg:720.85ms
step:34504/40500 train_loss:1.5357 aux_loss:0.0023 train_time:24864997ms step_avg:720.85ms
step:34505/40500 train_loss:1.5267 aux_loss:0.0027 train_time:24865721ms step_avg:720.85ms
step:34506/40500 train_loss:1.5468 aux_loss:0.0025 train_time:24866446ms step_avg:720.85ms
step:34507/40500 train_loss:1.5432 aux_loss:0.0027 train_time:24867170ms step_avg:720.85ms
step:34508/40500 train_loss:1.5758 aux_loss:0.0025 train_time:24867893ms step_avg:720.85ms
step:34509/40500 train_loss:1.5170 aux_loss:0.0024 train_time:24868617ms step_avg:720.85ms
step:34510/40500 train_loss:1.5536 aux_loss:0.0025 train_time:24869341ms step_avg:720.85ms
step:34511/40500 train_loss:1.5752 aux_loss:0.0025 train_time:24870065ms step_avg:720.85ms
step:34512/40500 train_loss:1.5396 aux_loss:0.0024 train_time:24870793ms step_avg:720.85ms
step:34513/40500 train_loss:1.5774 aux_loss:0.0024 train_time:24871515ms step_avg:720.85ms
step:34514/40500 train_loss:1.5125 aux_loss:0.0023 train_time:24872235ms step_avg:720.85ms
step:34515/40500 train_loss:1.5362 aux_loss:0.0024 train_time:24872961ms step_avg:720.85ms
step:34516/40500 train_loss:1.5427 aux_loss:0.0024 train_time:24873684ms step_avg:720.85ms
step:34517/40500 train_loss:1.5555 aux_loss:0.0024 train_time:24874408ms step_avg:720.85ms
step:34518/40500 train_loss:1.6048 aux_loss:0.0025 train_time:24875128ms step_avg:720.85ms
step:34519/40500 train_loss:1.5396 aux_loss:0.0027 train_time:24875850ms step_avg:720.85ms
step:34520/40500 train_loss:1.5397 aux_loss:0.0025 train_time:24876572ms step_avg:720.85ms
step:34521/40500 train_loss:1.5589 aux_loss:0.0024 train_time:24877295ms step_avg:720.85ms
step:34522/40500 train_loss:1.5290 aux_loss:0.0023 train_time:24878019ms step_avg:720.85ms
step:34523/40500 train_loss:1.5182 aux_loss:0.0025 train_time:24878744ms step_avg:720.85ms
step:34524/40500 train_loss:1.5287 aux_loss:0.0027 train_time:24879469ms step_avg:720.85ms
step:34525/40500 train_loss:1.5380 aux_loss:0.0023 train_time:24880191ms step_avg:720.85ms
step:34526/40500 train_loss:1.4789 aux_loss:0.0023 train_time:24880913ms step_avg:720.85ms
step:34527/40500 train_loss:1.5823 aux_loss:0.0022 train_time:24881636ms step_avg:720.85ms
step:34528/40500 train_loss:1.5354 aux_loss:0.0023 train_time:24882360ms step_avg:720.85ms
step:34529/40500 train_loss:1.5057 aux_loss:0.0023 train_time:24883085ms step_avg:720.85ms
step:34530/40500 train_loss:1.5085 aux_loss:0.0030 train_time:24883806ms step_avg:720.85ms
step:34531/40500 train_loss:1.5555 aux_loss:0.0024 train_time:24884528ms step_avg:720.85ms
step:34532/40500 train_loss:1.5736 aux_loss:0.0024 train_time:24885250ms step_avg:720.85ms
step:34533/40500 train_loss:1.5634 aux_loss:0.0025 train_time:24885973ms step_avg:720.85ms
step:34534/40500 train_loss:1.4803 aux_loss:0.0024 train_time:24886695ms step_avg:720.85ms
step:34535/40500 train_loss:1.5262 aux_loss:0.0024 train_time:24887419ms step_avg:720.85ms
step:34536/40500 train_loss:1.5445 aux_loss:0.0023 train_time:24888145ms step_avg:720.85ms
step:34537/40500 train_loss:1.5790 aux_loss:0.0025 train_time:24888866ms step_avg:720.85ms
step:34538/40500 train_loss:1.5595 aux_loss:0.0036 train_time:24889589ms step_avg:720.85ms
step:34539/40500 train_loss:1.5040 aux_loss:0.0022 train_time:24890312ms step_avg:720.85ms
step:34540/40500 train_loss:1.5627 aux_loss:0.0025 train_time:24891036ms step_avg:720.85ms
step:34541/40500 train_loss:1.5533 aux_loss:0.0022 train_time:24891761ms step_avg:720.85ms
step:34542/40500 train_loss:1.5449 aux_loss:0.0022 train_time:24892484ms step_avg:720.85ms
step:34543/40500 train_loss:1.5979 aux_loss:0.0025 train_time:24893207ms step_avg:720.85ms
step:34544/40500 train_loss:1.5221 aux_loss:0.0024 train_time:24893930ms step_avg:720.85ms
step:34545/40500 train_loss:1.5599 aux_loss:0.0025 train_time:24894654ms step_avg:720.85ms
step:34546/40500 train_loss:1.5710 aux_loss:0.0023 train_time:24895381ms step_avg:720.85ms
step:34547/40500 train_loss:1.5847 aux_loss:0.0024 train_time:24896104ms step_avg:720.85ms
step:34548/40500 train_loss:1.5286 aux_loss:0.0024 train_time:24896823ms step_avg:720.85ms
step:34549/40500 train_loss:1.5792 aux_loss:0.0025 train_time:24897545ms step_avg:720.85ms
step:34550/40500 train_loss:1.5543 aux_loss:0.0022 train_time:24898268ms step_avg:720.85ms
step:34551/40500 train_loss:1.5351 aux_loss:0.0024 train_time:24898991ms step_avg:720.85ms
step:34552/40500 train_loss:1.5502 aux_loss:0.0026 train_time:24899716ms step_avg:720.85ms
step:34553/40500 train_loss:1.5086 aux_loss:0.0024 train_time:24900442ms step_avg:720.85ms
step:34554/40500 train_loss:1.5592 aux_loss:0.0023 train_time:24901162ms step_avg:720.85ms
step:34555/40500 train_loss:1.5088 aux_loss:0.0027 train_time:24901885ms step_avg:720.85ms
step:34556/40500 train_loss:1.5915 aux_loss:0.0025 train_time:24902608ms step_avg:720.85ms
step:34557/40500 train_loss:1.5513 aux_loss:0.0024 train_time:24903333ms step_avg:720.85ms
step:34558/40500 train_loss:1.5964 aux_loss:0.0022 train_time:24904058ms step_avg:720.85ms
step:34559/40500 train_loss:1.5179 aux_loss:0.0023 train_time:24904781ms step_avg:720.85ms
step:34560/40500 train_loss:1.5561 aux_loss:0.0022 train_time:24905501ms step_avg:720.85ms
step:34561/40500 train_loss:1.5465 aux_loss:0.0022 train_time:24906224ms step_avg:720.85ms
step:34562/40500 train_loss:1.6061 aux_loss:0.0025 train_time:24906947ms step_avg:720.85ms
step:34563/40500 train_loss:1.5483 aux_loss:0.0024 train_time:24907671ms step_avg:720.85ms
step:34564/40500 train_loss:1.5414 aux_loss:0.0024 train_time:24908397ms step_avg:720.85ms
step:34565/40500 train_loss:1.5257 aux_loss:0.0024 train_time:24909121ms step_avg:720.85ms
step:34566/40500 train_loss:1.6020 aux_loss:0.0024 train_time:24909843ms step_avg:720.85ms
step:34567/40500 train_loss:1.5537 aux_loss:0.0025 train_time:24910566ms step_avg:720.85ms
step:34568/40500 train_loss:1.5346 aux_loss:0.0023 train_time:24911290ms step_avg:720.85ms
step:34569/40500 train_loss:1.5318 aux_loss:0.0025 train_time:24912014ms step_avg:720.85ms
step:34570/40500 train_loss:1.5744 aux_loss:0.0024 train_time:24912739ms step_avg:720.85ms
step:34571/40500 train_loss:1.5092 aux_loss:0.0024 train_time:24913460ms step_avg:720.85ms
step:34572/40500 train_loss:1.5994 aux_loss:0.0024 train_time:24914179ms step_avg:720.85ms
step:34573/40500 train_loss:1.5402 aux_loss:0.0027 train_time:24914904ms step_avg:720.85ms
step:34574/40500 train_loss:1.5107 aux_loss:0.0024 train_time:24915628ms step_avg:720.85ms
step:34575/40500 train_loss:1.5520 aux_loss:0.0026 train_time:24916352ms step_avg:720.85ms
step:34576/40500 train_loss:1.5667 aux_loss:0.0029 train_time:24917076ms step_avg:720.86ms
step:34577/40500 train_loss:1.5905 aux_loss:0.0023 train_time:24917800ms step_avg:720.86ms
step:34578/40500 train_loss:1.5515 aux_loss:0.0025 train_time:24918518ms step_avg:720.86ms
step:34579/40500 train_loss:1.6203 aux_loss:0.0023 train_time:24919241ms step_avg:720.86ms
step:34580/40500 train_loss:1.5282 aux_loss:0.0025 train_time:24919965ms step_avg:720.86ms
step:34581/40500 train_loss:1.5590 aux_loss:0.0023 train_time:24920691ms step_avg:720.86ms
step:34582/40500 train_loss:1.5667 aux_loss:0.0024 train_time:24921416ms step_avg:720.86ms
step:34583/40500 train_loss:1.6023 aux_loss:0.0025 train_time:24922139ms step_avg:720.86ms
step:34584/40500 train_loss:1.4967 aux_loss:0.0027 train_time:24922862ms step_avg:720.86ms
step:34585/40500 train_loss:1.5844 aux_loss:0.0024 train_time:24923585ms step_avg:720.86ms
step:34586/40500 train_loss:1.5159 aux_loss:0.0023 train_time:24924311ms step_avg:720.86ms
step:34587/40500 train_loss:1.6094 aux_loss:0.0023 train_time:24925036ms step_avg:720.86ms
step:34588/40500 train_loss:1.5526 aux_loss:0.0026 train_time:24925758ms step_avg:720.86ms
step:34589/40500 train_loss:1.6679 aux_loss:0.0024 train_time:24926481ms step_avg:720.86ms
step:34590/40500 train_loss:1.5558 aux_loss:0.0024 train_time:24927203ms step_avg:720.86ms
step:34591/40500 train_loss:1.6051 aux_loss:0.0022 train_time:24927929ms step_avg:720.86ms
step:34592/40500 train_loss:1.5612 aux_loss:0.0020 train_time:24928654ms step_avg:720.86ms
step:34593/40500 train_loss:1.5923 aux_loss:0.0021 train_time:24929375ms step_avg:720.86ms
step:34594/40500 train_loss:1.5707 aux_loss:0.0022 train_time:24930098ms step_avg:720.86ms
step:34595/40500 train_loss:1.5965 aux_loss:0.0025 train_time:24930822ms step_avg:720.86ms
step:34596/40500 train_loss:1.5395 aux_loss:0.0023 train_time:24931542ms step_avg:720.86ms
step:34597/40500 train_loss:1.5539 aux_loss:0.0023 train_time:24932267ms step_avg:720.86ms
step:34598/40500 train_loss:1.4838 aux_loss:0.0024 train_time:24932993ms step_avg:720.86ms
step:34599/40500 train_loss:1.5733 aux_loss:0.0025 train_time:24933714ms step_avg:720.86ms
step:34600/40500 train_loss:1.5256 aux_loss:0.0023 train_time:24934440ms step_avg:720.86ms
step:34601/40500 train_loss:1.5466 aux_loss:0.0023 train_time:24935163ms step_avg:720.86ms
step:34602/40500 train_loss:1.5136 aux_loss:0.0021 train_time:24935890ms step_avg:720.86ms
step:34603/40500 train_loss:1.5484 aux_loss:0.0025 train_time:24936612ms step_avg:720.86ms
step:34604/40500 train_loss:1.5114 aux_loss:0.0023 train_time:24937335ms step_avg:720.86ms
step:34605/40500 train_loss:1.5511 aux_loss:0.0022 train_time:24938060ms step_avg:720.86ms
step:34606/40500 train_loss:1.5330 aux_loss:0.0024 train_time:24938785ms step_avg:720.86ms
step:34607/40500 train_loss:1.5403 aux_loss:0.0022 train_time:24939510ms step_avg:720.86ms
step:34608/40500 train_loss:1.5479 aux_loss:0.0022 train_time:24940234ms step_avg:720.86ms
step:34609/40500 train_loss:1.5834 aux_loss:0.0022 train_time:24940958ms step_avg:720.86ms
step:34610/40500 train_loss:1.4619 aux_loss:0.0023 train_time:24941685ms step_avg:720.86ms
step:34611/40500 train_loss:1.5464 aux_loss:0.0024 train_time:24942410ms step_avg:720.86ms
step:34612/40500 train_loss:1.5675 aux_loss:0.0025 train_time:24943132ms step_avg:720.86ms
step:34613/40500 train_loss:1.5616 aux_loss:0.0046 train_time:24943853ms step_avg:720.86ms
step:34614/40500 train_loss:1.5479 aux_loss:0.0024 train_time:24944579ms step_avg:720.86ms
step:34615/40500 train_loss:1.5500 aux_loss:0.0024 train_time:24945304ms step_avg:720.86ms
step:34616/40500 train_loss:1.5276 aux_loss:0.0023 train_time:24946027ms step_avg:720.86ms
step:34617/40500 train_loss:1.4649 aux_loss:0.0025 train_time:24946750ms step_avg:720.86ms
step:34618/40500 train_loss:1.6037 aux_loss:0.0024 train_time:24947471ms step_avg:720.86ms
step:34619/40500 train_loss:1.5304 aux_loss:0.0024 train_time:24948193ms step_avg:720.86ms
step:34620/40500 train_loss:1.5792 aux_loss:0.0026 train_time:24948918ms step_avg:720.86ms
step:34621/40500 train_loss:1.4898 aux_loss:0.0025 train_time:24949644ms step_avg:720.86ms
step:34622/40500 train_loss:1.5975 aux_loss:0.0025 train_time:24950367ms step_avg:720.86ms
step:34623/40500 train_loss:1.4910 aux_loss:0.0025 train_time:24951090ms step_avg:720.86ms
step:34624/40500 train_loss:1.5779 aux_loss:0.0024 train_time:24951814ms step_avg:720.86ms
step:34625/40500 train_loss:1.5396 aux_loss:0.0022 train_time:24952536ms step_avg:720.86ms
step:34626/40500 train_loss:1.5856 aux_loss:0.0024 train_time:24953260ms step_avg:720.86ms
step:34627/40500 train_loss:1.5824 aux_loss:0.0025 train_time:24953984ms step_avg:720.86ms
step:34628/40500 train_loss:1.5469 aux_loss:0.0021 train_time:24954707ms step_avg:720.86ms
step:34629/40500 train_loss:1.5436 aux_loss:0.0021 train_time:24955429ms step_avg:720.86ms
step:34630/40500 train_loss:1.6209 aux_loss:0.0022 train_time:24956152ms step_avg:720.86ms
step:34631/40500 train_loss:1.5691 aux_loss:0.0024 train_time:24956875ms step_avg:720.86ms
step:34632/40500 train_loss:1.5671 aux_loss:0.0023 train_time:24957598ms step_avg:720.86ms
step:34633/40500 train_loss:1.6021 aux_loss:0.0024 train_time:24958322ms step_avg:720.86ms
step:34634/40500 train_loss:1.5057 aux_loss:0.0022 train_time:24959045ms step_avg:720.86ms
step:34635/40500 train_loss:1.5472 aux_loss:0.0024 train_time:24959767ms step_avg:720.86ms
step:34636/40500 train_loss:1.5162 aux_loss:0.0023 train_time:24960490ms step_avg:720.86ms
step:34637/40500 train_loss:1.4711 aux_loss:0.0025 train_time:24961214ms step_avg:720.86ms
step:34638/40500 train_loss:1.5001 aux_loss:0.0023 train_time:24961938ms step_avg:720.86ms
step:34639/40500 train_loss:1.5344 aux_loss:0.0025 train_time:24962661ms step_avg:720.86ms
step:34640/40500 train_loss:1.5486 aux_loss:0.0023 train_time:24963385ms step_avg:720.86ms
step:34641/40500 train_loss:1.5274 aux_loss:0.0023 train_time:24964108ms step_avg:720.86ms
step:34642/40500 train_loss:1.5724 aux_loss:0.0023 train_time:24964827ms step_avg:720.86ms
step:34643/40500 train_loss:1.5261 aux_loss:0.0024 train_time:24965549ms step_avg:720.86ms
step:34644/40500 train_loss:1.5175 aux_loss:0.0025 train_time:24966272ms step_avg:720.86ms
step:34645/40500 train_loss:1.5675 aux_loss:0.0022 train_time:24966996ms step_avg:720.86ms
step:34646/40500 train_loss:1.5271 aux_loss:0.0022 train_time:24967721ms step_avg:720.86ms
step:34647/40500 train_loss:1.6102 aux_loss:0.0023 train_time:24968443ms step_avg:720.86ms
step:34648/40500 train_loss:1.5373 aux_loss:0.0022 train_time:24969164ms step_avg:720.86ms
step:34649/40500 train_loss:1.5434 aux_loss:0.0025 train_time:24969884ms step_avg:720.86ms
step:34650/40500 train_loss:1.5736 aux_loss:0.0023 train_time:24970606ms step_avg:720.86ms
step:34651/40500 train_loss:1.5298 aux_loss:0.0024 train_time:24971330ms step_avg:720.86ms
step:34652/40500 train_loss:1.5395 aux_loss:0.0027 train_time:24972054ms step_avg:720.86ms
step:34653/40500 train_loss:1.5374 aux_loss:0.0022 train_time:24972781ms step_avg:720.86ms
step:34654/40500 train_loss:1.5571 aux_loss:0.0025 train_time:24973502ms step_avg:720.86ms
step:34655/40500 train_loss:1.5313 aux_loss:0.0023 train_time:24974221ms step_avg:720.86ms
step:34656/40500 train_loss:1.5472 aux_loss:0.0027 train_time:24974945ms step_avg:720.86ms
step:34657/40500 train_loss:1.5741 aux_loss:0.0024 train_time:24975669ms step_avg:720.86ms
step:34658/40500 train_loss:1.5592 aux_loss:0.0026 train_time:24976392ms step_avg:720.86ms
step:34659/40500 train_loss:1.5356 aux_loss:0.0030 train_time:24977118ms step_avg:720.86ms
step:34660/40500 train_loss:1.5265 aux_loss:0.0024 train_time:24977841ms step_avg:720.86ms
step:34661/40500 train_loss:1.5625 aux_loss:0.0023 train_time:24978562ms step_avg:720.86ms
step:34662/40500 train_loss:1.5397 aux_loss:0.0024 train_time:24979286ms step_avg:720.86ms
step:34663/40500 train_loss:1.4926 aux_loss:0.0023 train_time:24980009ms step_avg:720.86ms
step:34664/40500 train_loss:1.5320 aux_loss:0.0026 train_time:24980736ms step_avg:720.86ms
step:34665/40500 train_loss:1.5446 aux_loss:0.0024 train_time:24981460ms step_avg:720.86ms
step:34666/40500 train_loss:1.5537 aux_loss:0.0024 train_time:24982180ms step_avg:720.86ms
step:34667/40500 train_loss:1.5464 aux_loss:0.0024 train_time:24982900ms step_avg:720.86ms
step:34668/40500 train_loss:1.5179 aux_loss:0.0025 train_time:24983623ms step_avg:720.86ms
step:34669/40500 train_loss:1.5115 aux_loss:0.0024 train_time:24984346ms step_avg:720.86ms
step:34670/40500 train_loss:1.5620 aux_loss:0.0024 train_time:24985072ms step_avg:720.86ms
step:34671/40500 train_loss:1.5422 aux_loss:0.0024 train_time:24985798ms step_avg:720.86ms
step:34672/40500 train_loss:1.5263 aux_loss:0.0022 train_time:24986521ms step_avg:720.86ms
step:34673/40500 train_loss:1.5306 aux_loss:0.0027 train_time:24987241ms step_avg:720.86ms
step:34674/40500 train_loss:1.5661 aux_loss:0.0028 train_time:24987966ms step_avg:720.86ms
step:34675/40500 train_loss:1.5625 aux_loss:0.0022 train_time:24988690ms step_avg:720.86ms
step:34676/40500 train_loss:1.5141 aux_loss:0.0022 train_time:24989415ms step_avg:720.86ms
step:34677/40500 train_loss:1.5446 aux_loss:0.0022 train_time:24990138ms step_avg:720.86ms
step:34678/40500 train_loss:1.5313 aux_loss:0.0024 train_time:24990862ms step_avg:720.86ms
step:34679/40500 train_loss:1.5784 aux_loss:0.0027 train_time:24991586ms step_avg:720.86ms
step:34680/40500 train_loss:1.5455 aux_loss:0.0025 train_time:24992309ms step_avg:720.86ms
step:34681/40500 train_loss:1.5214 aux_loss:0.0024 train_time:24993033ms step_avg:720.86ms
step:34682/40500 train_loss:1.5822 aux_loss:0.0024 train_time:24993756ms step_avg:720.86ms
step:34683/40500 train_loss:1.5445 aux_loss:0.0024 train_time:24994479ms step_avg:720.86ms
step:34684/40500 train_loss:1.5352 aux_loss:0.0027 train_time:24995202ms step_avg:720.86ms
step:34685/40500 train_loss:1.5487 aux_loss:0.0025 train_time:24995927ms step_avg:720.86ms
step:34686/40500 train_loss:1.5718 aux_loss:0.0023 train_time:24996654ms step_avg:720.86ms
step:34687/40500 train_loss:1.5900 aux_loss:0.0020 train_time:24997378ms step_avg:720.86ms
step:34688/40500 train_loss:1.5183 aux_loss:0.0022 train_time:24998101ms step_avg:720.86ms
step:34689/40500 train_loss:1.5073 aux_loss:0.0022 train_time:24998826ms step_avg:720.86ms
step:34690/40500 train_loss:1.5647 aux_loss:0.0027 train_time:24999553ms step_avg:720.86ms
step:34691/40500 train_loss:1.5716 aux_loss:0.0024 train_time:25000277ms step_avg:720.86ms
step:34692/40500 train_loss:1.5156 aux_loss:0.0021 train_time:25001001ms step_avg:720.86ms
step:34693/40500 train_loss:1.5468 aux_loss:0.0022 train_time:25001726ms step_avg:720.86ms
step:34694/40500 train_loss:1.5536 aux_loss:0.0025 train_time:25002452ms step_avg:720.86ms
step:34695/40500 train_loss:1.5245 aux_loss:0.0022 train_time:25003178ms step_avg:720.86ms
step:34696/40500 train_loss:1.5793 aux_loss:0.0024 train_time:25003900ms step_avg:720.86ms
step:34697/40500 train_loss:1.5443 aux_loss:0.0023 train_time:25004624ms step_avg:720.86ms
step:34698/40500 train_loss:1.5386 aux_loss:0.0025 train_time:25005348ms step_avg:720.86ms
step:34699/40500 train_loss:1.5594 aux_loss:0.0024 train_time:25006073ms step_avg:720.86ms
step:34700/40500 train_loss:1.5674 aux_loss:0.0025 train_time:25006795ms step_avg:720.86ms
step:34701/40500 train_loss:1.5621 aux_loss:0.0025 train_time:25007520ms step_avg:720.86ms
step:34702/40500 train_loss:1.5022 aux_loss:0.0023 train_time:25008246ms step_avg:720.86ms
step:34703/40500 train_loss:1.5514 aux_loss:0.0024 train_time:25008971ms step_avg:720.87ms
step:34704/40500 train_loss:1.5492 aux_loss:0.0024 train_time:25009695ms step_avg:720.87ms
step:34705/40500 train_loss:1.5686 aux_loss:0.0025 train_time:25010419ms step_avg:720.87ms
step:34706/40500 train_loss:1.5992 aux_loss:0.0026 train_time:25011143ms step_avg:720.87ms
step:34707/40500 train_loss:1.5483 aux_loss:0.0025 train_time:25011870ms step_avg:720.87ms
step:34708/40500 train_loss:1.5178 aux_loss:0.0023 train_time:25012594ms step_avg:720.87ms
step:34709/40500 train_loss:1.5658 aux_loss:0.0024 train_time:25013318ms step_avg:720.87ms
step:34710/40500 train_loss:1.5672 aux_loss:0.0025 train_time:25014043ms step_avg:720.87ms
step:34711/40500 train_loss:1.6029 aux_loss:0.0025 train_time:25014770ms step_avg:720.87ms
step:34712/40500 train_loss:1.5370 aux_loss:0.0022 train_time:25015490ms step_avg:720.87ms
step:34713/40500 train_loss:1.5729 aux_loss:0.0023 train_time:25016210ms step_avg:720.87ms
step:34714/40500 train_loss:1.5396 aux_loss:0.0022 train_time:25016934ms step_avg:720.87ms
step:34715/40500 train_loss:1.5268 aux_loss:0.0022 train_time:25017659ms step_avg:720.87ms
step:34716/40500 train_loss:1.6162 aux_loss:0.0022 train_time:25018382ms step_avg:720.87ms
step:34717/40500 train_loss:1.5317 aux_loss:0.0023 train_time:25019108ms step_avg:720.87ms
step:34718/40500 train_loss:1.5305 aux_loss:0.0025 train_time:25019830ms step_avg:720.87ms
step:34719/40500 train_loss:1.6203 aux_loss:0.0024 train_time:25020551ms step_avg:720.87ms
step:34720/40500 train_loss:1.5450 aux_loss:0.0022 train_time:25021275ms step_avg:720.87ms
step:34721/40500 train_loss:1.5178 aux_loss:0.0023 train_time:25021998ms step_avg:720.87ms
step:34722/40500 train_loss:1.5861 aux_loss:0.0024 train_time:25022726ms step_avg:720.87ms
step:34723/40500 train_loss:1.5664 aux_loss:0.0030 train_time:25023449ms step_avg:720.87ms
step:34724/40500 train_loss:1.5522 aux_loss:0.0026 train_time:25024172ms step_avg:720.87ms
step:34725/40500 train_loss:1.5583 aux_loss:0.0024 train_time:25024894ms step_avg:720.87ms
step:34726/40500 train_loss:1.5404 aux_loss:0.0023 train_time:25025617ms step_avg:720.87ms
step:34727/40500 train_loss:1.5702 aux_loss:0.0064 train_time:25026343ms step_avg:720.87ms
step:34728/40500 train_loss:1.5693 aux_loss:0.0024 train_time:25027067ms step_avg:720.87ms
step:34729/40500 train_loss:1.5045 aux_loss:0.0022 train_time:25027791ms step_avg:720.87ms
step:34730/40500 train_loss:1.5774 aux_loss:0.0025 train_time:25028514ms step_avg:720.87ms
step:34731/40500 train_loss:1.5060 aux_loss:0.0024 train_time:25029239ms step_avg:720.87ms
step:34732/40500 train_loss:1.5195 aux_loss:0.0023 train_time:25029965ms step_avg:720.87ms
step:34733/40500 train_loss:1.5568 aux_loss:0.0023 train_time:25030687ms step_avg:720.87ms
step:34734/40500 train_loss:1.5267 aux_loss:0.0025 train_time:25031408ms step_avg:720.87ms
step:34735/40500 train_loss:1.5432 aux_loss:0.0023 train_time:25032133ms step_avg:720.87ms
step:34736/40500 train_loss:1.5167 aux_loss:0.0023 train_time:25032859ms step_avg:720.87ms
step:34737/40500 train_loss:1.5326 aux_loss:0.0023 train_time:25033585ms step_avg:720.87ms
step:34738/40500 train_loss:1.5701 aux_loss:0.0025 train_time:25034306ms step_avg:720.87ms
step:34739/40500 train_loss:1.5112 aux_loss:0.0028 train_time:25035030ms step_avg:720.87ms
step:34740/40500 train_loss:1.5308 aux_loss:0.0023 train_time:25035753ms step_avg:720.87ms
step:34741/40500 train_loss:1.5573 aux_loss:0.0024 train_time:25036479ms step_avg:720.87ms
step:34742/40500 train_loss:1.5747 aux_loss:0.0023 train_time:25037204ms step_avg:720.87ms
step:34743/40500 train_loss:1.5095 aux_loss:0.0024 train_time:25037926ms step_avg:720.87ms
step:34744/40500 train_loss:1.5177 aux_loss:0.0023 train_time:25038651ms step_avg:720.87ms
step:34745/40500 train_loss:1.5703 aux_loss:0.0023 train_time:25039375ms step_avg:720.87ms
step:34746/40500 train_loss:1.5913 aux_loss:0.0023 train_time:25040103ms step_avg:720.87ms
step:34747/40500 train_loss:1.5269 aux_loss:0.0022 train_time:25040823ms step_avg:720.87ms
step:34748/40500 train_loss:1.5848 aux_loss:0.0022 train_time:25041543ms step_avg:720.87ms
step:34749/40500 train_loss:1.5106 aux_loss:0.0022 train_time:25042266ms step_avg:720.87ms
step:34750/40500 train_loss:1.5296 aux_loss:0.0022 train_time:25042990ms step_avg:720.87ms
step:34751/40500 train_loss:1.5521 aux_loss:0.0023 train_time:25043715ms step_avg:720.87ms
step:34752/40500 train_loss:1.6090 aux_loss:0.0026 train_time:25044441ms step_avg:720.87ms
step:34753/40500 train_loss:1.5758 aux_loss:0.0024 train_time:25045163ms step_avg:720.87ms
step:34754/40500 train_loss:1.5696 aux_loss:0.0024 train_time:25045884ms step_avg:720.87ms
step:34755/40500 train_loss:1.5269 aux_loss:0.0025 train_time:25046608ms step_avg:720.87ms
step:34756/40500 train_loss:1.5395 aux_loss:0.0026 train_time:25047334ms step_avg:720.87ms
step:34757/40500 train_loss:1.5654 aux_loss:0.0026 train_time:25048058ms step_avg:720.87ms
step:34758/40500 train_loss:1.5934 aux_loss:0.0023 train_time:25048781ms step_avg:720.87ms
step:34759/40500 train_loss:1.5662 aux_loss:0.0024 train_time:25049501ms step_avg:720.87ms
step:34760/40500 train_loss:1.5458 aux_loss:0.0025 train_time:25050223ms step_avg:720.87ms
step:34761/40500 train_loss:1.5122 aux_loss:0.0026 train_time:25050947ms step_avg:720.87ms
step:34762/40500 train_loss:1.5435 aux_loss:0.0024 train_time:25051673ms step_avg:720.87ms
step:34763/40500 train_loss:1.5863 aux_loss:0.0025 train_time:25052400ms step_avg:720.87ms
step:34764/40500 train_loss:1.5290 aux_loss:0.0022 train_time:25053124ms step_avg:720.87ms
step:34765/40500 train_loss:1.5537 aux_loss:0.0023 train_time:25053847ms step_avg:720.87ms
step:34766/40500 train_loss:1.5483 aux_loss:0.0023 train_time:25054576ms step_avg:720.87ms
step:34767/40500 train_loss:1.5613 aux_loss:0.0023 train_time:25055300ms step_avg:720.87ms
step:34768/40500 train_loss:1.5351 aux_loss:0.0024 train_time:25056024ms step_avg:720.87ms
step:34769/40500 train_loss:1.5323 aux_loss:0.0032 train_time:25056749ms step_avg:720.87ms
step:34770/40500 train_loss:1.4862 aux_loss:0.0024 train_time:25057475ms step_avg:720.87ms
step:34771/40500 train_loss:1.4994 aux_loss:0.0024 train_time:25058199ms step_avg:720.87ms
step:34772/40500 train_loss:1.5783 aux_loss:0.0024 train_time:25058920ms step_avg:720.87ms
step:34773/40500 train_loss:1.5344 aux_loss:0.0025 train_time:25059644ms step_avg:720.87ms
step:34774/40500 train_loss:1.5494 aux_loss:0.0023 train_time:25060369ms step_avg:720.87ms
step:34775/40500 train_loss:1.5706 aux_loss:0.0023 train_time:25061092ms step_avg:720.87ms
step:34776/40500 train_loss:1.5619 aux_loss:0.0023 train_time:25061816ms step_avg:720.87ms
step:34777/40500 train_loss:1.5547 aux_loss:0.0023 train_time:25062538ms step_avg:720.87ms
step:34778/40500 train_loss:1.5161 aux_loss:0.0023 train_time:25063261ms step_avg:720.87ms
step:34779/40500 train_loss:1.5168 aux_loss:0.0024 train_time:25063985ms step_avg:720.87ms
step:34780/40500 train_loss:1.5083 aux_loss:0.0025 train_time:25064711ms step_avg:720.87ms
step:34781/40500 train_loss:1.5395 aux_loss:0.0026 train_time:25065436ms step_avg:720.87ms
step:34782/40500 train_loss:1.5160 aux_loss:0.0025 train_time:25066156ms step_avg:720.87ms
step:34783/40500 train_loss:1.5613 aux_loss:0.0022 train_time:25066879ms step_avg:720.87ms
step:34784/40500 train_loss:1.5491 aux_loss:0.0025 train_time:25067603ms step_avg:720.87ms
step:34785/40500 train_loss:1.5375 aux_loss:0.0027 train_time:25068328ms step_avg:720.87ms
step:34786/40500 train_loss:1.5512 aux_loss:0.0026 train_time:25069054ms step_avg:720.87ms
step:34787/40500 train_loss:1.5093 aux_loss:0.0023 train_time:25069775ms step_avg:720.87ms
step:34788/40500 train_loss:1.5033 aux_loss:0.0024 train_time:25070498ms step_avg:720.87ms
step:34789/40500 train_loss:1.5677 aux_loss:0.0025 train_time:25071222ms step_avg:720.87ms
step:34790/40500 train_loss:1.5730 aux_loss:0.0025 train_time:25071946ms step_avg:720.87ms
step:34791/40500 train_loss:1.5705 aux_loss:0.0027 train_time:25072670ms step_avg:720.87ms
step:34792/40500 train_loss:1.5275 aux_loss:0.0024 train_time:25073394ms step_avg:720.87ms
step:34793/40500 train_loss:1.5693 aux_loss:0.0024 train_time:25074116ms step_avg:720.87ms
step:34794/40500 train_loss:1.5231 aux_loss:0.0023 train_time:25074839ms step_avg:720.87ms
step:34795/40500 train_loss:1.4746 aux_loss:0.0023 train_time:25075565ms step_avg:720.87ms
step:34796/40500 train_loss:1.4730 aux_loss:0.0025 train_time:25076292ms step_avg:720.87ms
step:34797/40500 train_loss:1.5085 aux_loss:0.0022 train_time:25077017ms step_avg:720.87ms
step:34798/40500 train_loss:1.5386 aux_loss:0.0022 train_time:25077740ms step_avg:720.87ms
step:34799/40500 train_loss:1.5324 aux_loss:0.0024 train_time:25078466ms step_avg:720.87ms
step:34800/40500 train_loss:1.4923 aux_loss:0.0023 train_time:25079193ms step_avg:720.87ms
step:34801/40500 train_loss:1.5659 aux_loss:0.0023 train_time:25079915ms step_avg:720.87ms
step:34802/40500 train_loss:1.5724 aux_loss:0.0023 train_time:25080639ms step_avg:720.87ms
step:34803/40500 train_loss:1.5263 aux_loss:0.0024 train_time:25081366ms step_avg:720.87ms
step:34804/40500 train_loss:1.5367 aux_loss:0.0023 train_time:25082091ms step_avg:720.87ms
step:34805/40500 train_loss:1.6519 aux_loss:0.0024 train_time:25082813ms step_avg:720.87ms
step:34806/40500 train_loss:1.5949 aux_loss:0.0025 train_time:25083539ms step_avg:720.87ms
step:34807/40500 train_loss:1.5204 aux_loss:0.0025 train_time:25084264ms step_avg:720.87ms
step:34808/40500 train_loss:1.5847 aux_loss:0.0027 train_time:25084987ms step_avg:720.87ms
step:34809/40500 train_loss:1.5567 aux_loss:0.0023 train_time:25085710ms step_avg:720.87ms
step:34810/40500 train_loss:1.5246 aux_loss:0.0025 train_time:25086433ms step_avg:720.87ms
step:34811/40500 train_loss:1.5237 aux_loss:0.0024 train_time:25087153ms step_avg:720.87ms
step:34812/40500 train_loss:1.4873 aux_loss:0.0024 train_time:25087877ms step_avg:720.87ms
step:34813/40500 train_loss:1.6485 aux_loss:0.0024 train_time:25088600ms step_avg:720.87ms
step:34814/40500 train_loss:1.5233 aux_loss:0.0023 train_time:25089325ms step_avg:720.87ms
step:34815/40500 train_loss:1.6122 aux_loss:0.0034 train_time:25090049ms step_avg:720.87ms
step:34816/40500 train_loss:1.5527 aux_loss:0.0024 train_time:25090772ms step_avg:720.87ms
step:34817/40500 train_loss:1.5592 aux_loss:0.0024 train_time:25091495ms step_avg:720.87ms
step:34818/40500 train_loss:1.4563 aux_loss:0.0023 train_time:25092221ms step_avg:720.88ms
step:34819/40500 train_loss:1.5078 aux_loss:0.0022 train_time:25092946ms step_avg:720.88ms
step:34820/40500 train_loss:1.5025 aux_loss:0.0024 train_time:25093668ms step_avg:720.88ms
step:34821/40500 train_loss:1.5315 aux_loss:0.0032 train_time:25094388ms step_avg:720.88ms
step:34822/40500 train_loss:1.5640 aux_loss:0.0028 train_time:25095112ms step_avg:720.88ms
step:34823/40500 train_loss:1.5872 aux_loss:0.0023 train_time:25095836ms step_avg:720.88ms
step:34824/40500 train_loss:1.6273 aux_loss:0.0023 train_time:25096560ms step_avg:720.88ms
step:34825/40500 train_loss:1.5460 aux_loss:0.0024 train_time:25097285ms step_avg:720.88ms
step:34826/40500 train_loss:1.5199 aux_loss:0.0023 train_time:25098007ms step_avg:720.88ms
step:34827/40500 train_loss:1.5749 aux_loss:0.0023 train_time:25098728ms step_avg:720.88ms
step:34828/40500 train_loss:1.5670 aux_loss:0.0025 train_time:25099450ms step_avg:720.88ms
step:34829/40500 train_loss:1.5736 aux_loss:0.0024 train_time:25100172ms step_avg:720.88ms
step:34830/40500 train_loss:1.5437 aux_loss:0.0023 train_time:25100892ms step_avg:720.88ms
step:34831/40500 train_loss:1.5344 aux_loss:0.0024 train_time:25101615ms step_avg:720.88ms
step:34832/40500 train_loss:1.5143 aux_loss:0.0024 train_time:25102340ms step_avg:720.88ms
step:34833/40500 train_loss:1.5762 aux_loss:0.0026 train_time:25103065ms step_avg:720.88ms
step:34834/40500 train_loss:1.5242 aux_loss:0.0023 train_time:25103786ms step_avg:720.88ms
step:34835/40500 train_loss:1.5255 aux_loss:0.0022 train_time:25104509ms step_avg:720.88ms
step:34836/40500 train_loss:1.5297 aux_loss:0.0023 train_time:25105233ms step_avg:720.88ms
step:34837/40500 train_loss:1.5415 aux_loss:0.0023 train_time:25105956ms step_avg:720.88ms
step:34838/40500 train_loss:1.5612 aux_loss:0.0024 train_time:25106680ms step_avg:720.88ms
step:34839/40500 train_loss:1.5454 aux_loss:0.0022 train_time:25107404ms step_avg:720.88ms
step:34840/40500 train_loss:1.5842 aux_loss:0.0026 train_time:25108127ms step_avg:720.88ms
step:34841/40500 train_loss:1.5441 aux_loss:0.0025 train_time:25108850ms step_avg:720.88ms
step:34842/40500 train_loss:1.5389 aux_loss:0.0024 train_time:25109573ms step_avg:720.88ms
step:34843/40500 train_loss:1.5514 aux_loss:0.0024 train_time:25110298ms step_avg:720.88ms
step:34844/40500 train_loss:1.5122 aux_loss:0.0023 train_time:25111022ms step_avg:720.88ms
step:34845/40500 train_loss:1.5709 aux_loss:0.0028 train_time:25111744ms step_avg:720.88ms
step:34846/40500 train_loss:1.4869 aux_loss:0.0021 train_time:25112465ms step_avg:720.88ms
step:34847/40500 train_loss:1.5779 aux_loss:0.0023 train_time:25113187ms step_avg:720.88ms
step:34848/40500 train_loss:1.5479 aux_loss:0.0022 train_time:25113909ms step_avg:720.88ms
step:34849/40500 train_loss:1.5047 aux_loss:0.0021 train_time:25114631ms step_avg:720.88ms
step:34850/40500 train_loss:1.5330 aux_loss:0.0023 train_time:25115359ms step_avg:720.88ms
step:34851/40500 train_loss:1.6046 aux_loss:0.0023 train_time:25116081ms step_avg:720.88ms
step:34852/40500 train_loss:1.5594 aux_loss:0.0022 train_time:25116803ms step_avg:720.88ms
step:34853/40500 train_loss:1.5634 aux_loss:0.0032 train_time:25117525ms step_avg:720.88ms
step:34854/40500 train_loss:1.5997 aux_loss:0.0023 train_time:25118249ms step_avg:720.88ms
step:34855/40500 train_loss:1.5789 aux_loss:0.0026 train_time:25118971ms step_avg:720.88ms
step:34856/40500 train_loss:1.5352 aux_loss:0.0024 train_time:25119694ms step_avg:720.88ms
step:34857/40500 train_loss:1.5629 aux_loss:0.0026 train_time:25120419ms step_avg:720.88ms
step:34858/40500 train_loss:1.5725 aux_loss:0.0025 train_time:25121140ms step_avg:720.88ms
step:34859/40500 train_loss:1.5652 aux_loss:0.0024 train_time:25121861ms step_avg:720.88ms
step:34860/40500 train_loss:1.5370 aux_loss:0.0024 train_time:25122583ms step_avg:720.88ms
step:34861/40500 train_loss:1.5568 aux_loss:0.0024 train_time:25123307ms step_avg:720.88ms
step:34862/40500 train_loss:1.5059 aux_loss:0.0024 train_time:25124029ms step_avg:720.88ms
step:34863/40500 train_loss:1.5822 aux_loss:0.0022 train_time:25124756ms step_avg:720.88ms
step:34864/40500 train_loss:1.5450 aux_loss:0.0023 train_time:25125479ms step_avg:720.88ms
step:34865/40500 train_loss:1.5474 aux_loss:0.0024 train_time:25126199ms step_avg:720.88ms
step:34866/40500 train_loss:1.5622 aux_loss:0.0023 train_time:25126921ms step_avg:720.88ms
step:34867/40500 train_loss:1.5615 aux_loss:0.0021 train_time:25127643ms step_avg:720.88ms
step:34868/40500 train_loss:1.5467 aux_loss:0.0023 train_time:25128365ms step_avg:720.88ms
step:34869/40500 train_loss:1.5479 aux_loss:0.0025 train_time:25129088ms step_avg:720.88ms
step:34870/40500 train_loss:1.5386 aux_loss:0.0024 train_time:25129814ms step_avg:720.88ms
step:34871/40500 train_loss:1.5685 aux_loss:0.0027 train_time:25130536ms step_avg:720.88ms
step:34872/40500 train_loss:1.4940 aux_loss:0.0026 train_time:25131256ms step_avg:720.88ms
step:34873/40500 train_loss:1.5405 aux_loss:0.0021 train_time:25131978ms step_avg:720.88ms
step:34874/40500 train_loss:1.5547 aux_loss:0.0025 train_time:25132701ms step_avg:720.88ms
step:34875/40500 train_loss:1.5368 aux_loss:0.0022 train_time:25133423ms step_avg:720.88ms
step:34876/40500 train_loss:1.6135 aux_loss:0.0024 train_time:25134147ms step_avg:720.88ms
step:34877/40500 train_loss:1.5784 aux_loss:0.0023 train_time:25134873ms step_avg:720.88ms
step:34878/40500 train_loss:1.5514 aux_loss:0.0026 train_time:25135597ms step_avg:720.88ms
step:34879/40500 train_loss:1.6164 aux_loss:0.0024 train_time:25136318ms step_avg:720.88ms
step:34880/40500 train_loss:1.5905 aux_loss:0.0023 train_time:25137041ms step_avg:720.88ms
step:34881/40500 train_loss:1.5405 aux_loss:0.0022 train_time:25137764ms step_avg:720.88ms
step:34882/40500 train_loss:1.5443 aux_loss:0.0024 train_time:25138488ms step_avg:720.88ms
step:34883/40500 train_loss:1.5375 aux_loss:0.0024 train_time:25139213ms step_avg:720.88ms
step:34884/40500 train_loss:1.5603 aux_loss:0.0025 train_time:25139936ms step_avg:720.88ms
step:34885/40500 train_loss:1.5263 aux_loss:0.0025 train_time:25140659ms step_avg:720.88ms
step:34886/40500 train_loss:1.5464 aux_loss:0.0024 train_time:25141382ms step_avg:720.88ms
step:34887/40500 train_loss:1.5400 aux_loss:0.0024 train_time:25142106ms step_avg:720.88ms
step:34888/40500 train_loss:1.5070 aux_loss:0.0024 train_time:25142832ms step_avg:720.88ms
step:34889/40500 train_loss:1.5976 aux_loss:0.0022 train_time:25143556ms step_avg:720.88ms
step:34890/40500 train_loss:1.5187 aux_loss:0.0022 train_time:25144277ms step_avg:720.88ms
step:34891/40500 train_loss:1.5209 aux_loss:0.0024 train_time:25145002ms step_avg:720.88ms
step:34892/40500 train_loss:1.6337 aux_loss:0.0021 train_time:25145726ms step_avg:720.88ms
step:34893/40500 train_loss:1.5176 aux_loss:0.0023 train_time:25146452ms step_avg:720.88ms
step:34894/40500 train_loss:1.5490 aux_loss:0.0024 train_time:25147174ms step_avg:720.88ms
step:34895/40500 train_loss:1.5265 aux_loss:0.0028 train_time:25147897ms step_avg:720.88ms
step:34896/40500 train_loss:1.5333 aux_loss:0.0024 train_time:25148620ms step_avg:720.88ms
step:34897/40500 train_loss:1.5991 aux_loss:0.0023 train_time:25149344ms step_avg:720.88ms
step:34898/40500 train_loss:1.5483 aux_loss:0.0024 train_time:25150068ms step_avg:720.88ms
step:34899/40500 train_loss:1.5379 aux_loss:0.0023 train_time:25150792ms step_avg:720.88ms
step:34900/40500 train_loss:1.5442 aux_loss:0.0028 train_time:25151516ms step_avg:720.88ms
step:34901/40500 train_loss:1.4865 aux_loss:0.0023 train_time:25152239ms step_avg:720.88ms
step:34902/40500 train_loss:1.5186 aux_loss:0.0021 train_time:25152964ms step_avg:720.88ms
step:34903/40500 train_loss:1.5933 aux_loss:0.0022 train_time:25153690ms step_avg:720.88ms
step:34904/40500 train_loss:1.5833 aux_loss:0.0022 train_time:25154414ms step_avg:720.88ms
step:34905/40500 train_loss:1.5835 aux_loss:0.0025 train_time:25155137ms step_avg:720.88ms
step:34906/40500 train_loss:1.5207 aux_loss:0.0029 train_time:25155860ms step_avg:720.88ms
step:34907/40500 train_loss:1.5547 aux_loss:0.0024 train_time:25156587ms step_avg:720.88ms
step:34908/40500 train_loss:1.5543 aux_loss:0.0025 train_time:25157310ms step_avg:720.88ms
step:34909/40500 train_loss:1.5156 aux_loss:0.0026 train_time:25158032ms step_avg:720.88ms
step:34910/40500 train_loss:1.5890 aux_loss:0.0039 train_time:25158756ms step_avg:720.88ms
step:34911/40500 train_loss:1.6168 aux_loss:0.0024 train_time:25159480ms step_avg:720.88ms
step:34912/40500 train_loss:1.5790 aux_loss:0.0024 train_time:25160205ms step_avg:720.88ms
step:34913/40500 train_loss:1.5092 aux_loss:0.0025 train_time:25160930ms step_avg:720.88ms
step:34914/40500 train_loss:1.5418 aux_loss:0.0024 train_time:25161652ms step_avg:720.88ms
step:34915/40500 train_loss:1.5363 aux_loss:0.0024 train_time:25162377ms step_avg:720.88ms
step:34916/40500 train_loss:1.6041 aux_loss:0.0024 train_time:25163104ms step_avg:720.88ms
step:34917/40500 train_loss:1.5873 aux_loss:0.0025 train_time:25163828ms step_avg:720.88ms
step:34918/40500 train_loss:1.5274 aux_loss:0.0025 train_time:25164550ms step_avg:720.88ms
step:34919/40500 train_loss:1.5871 aux_loss:0.0025 train_time:25165270ms step_avg:720.88ms
step:34920/40500 train_loss:1.5838 aux_loss:0.0023 train_time:25165993ms step_avg:720.88ms
step:34921/40500 train_loss:1.5927 aux_loss:0.0024 train_time:25166717ms step_avg:720.88ms
step:34922/40500 train_loss:1.5958 aux_loss:0.0028 train_time:25167440ms step_avg:720.88ms
step:34923/40500 train_loss:1.5638 aux_loss:0.0025 train_time:25168165ms step_avg:720.88ms
step:34924/40500 train_loss:1.5648 aux_loss:0.0023 train_time:25168887ms step_avg:720.88ms
step:34925/40500 train_loss:1.5544 aux_loss:0.0025 train_time:25169606ms step_avg:720.88ms
step:34926/40500 train_loss:1.5656 aux_loss:0.0027 train_time:25170328ms step_avg:720.88ms
step:34927/40500 train_loss:1.4973 aux_loss:0.0026 train_time:25171052ms step_avg:720.88ms
step:34928/40500 train_loss:1.5905 aux_loss:0.0023 train_time:25171774ms step_avg:720.88ms
step:34929/40500 train_loss:1.5357 aux_loss:0.0023 train_time:25172497ms step_avg:720.88ms
step:34930/40500 train_loss:1.5623 aux_loss:0.0023 train_time:25173223ms step_avg:720.88ms
step:34931/40500 train_loss:1.5454 aux_loss:0.0023 train_time:25173944ms step_avg:720.88ms
step:34932/40500 train_loss:1.5122 aux_loss:0.0024 train_time:25174667ms step_avg:720.88ms
step:34933/40500 train_loss:1.5659 aux_loss:0.0022 train_time:25175389ms step_avg:720.88ms
step:34934/40500 train_loss:1.5628 aux_loss:0.0023 train_time:25176111ms step_avg:720.88ms
step:34935/40500 train_loss:1.5493 aux_loss:0.0024 train_time:25176834ms step_avg:720.88ms
step:34936/40500 train_loss:1.5730 aux_loss:0.0025 train_time:25177560ms step_avg:720.88ms
step:34937/40500 train_loss:1.5938 aux_loss:0.0023 train_time:25178284ms step_avg:720.88ms
step:34938/40500 train_loss:1.6372 aux_loss:0.0024 train_time:25179005ms step_avg:720.88ms
step:34939/40500 train_loss:1.5587 aux_loss:0.0024 train_time:25179728ms step_avg:720.88ms
step:34940/40500 train_loss:1.5264 aux_loss:0.0023 train_time:25180451ms step_avg:720.88ms
step:34941/40500 train_loss:1.5174 aux_loss:0.0022 train_time:25181174ms step_avg:720.88ms
step:34942/40500 train_loss:1.5934 aux_loss:0.0022 train_time:25181900ms step_avg:720.88ms
step:34943/40500 train_loss:1.6371 aux_loss:0.0024 train_time:25182621ms step_avg:720.88ms
step:34944/40500 train_loss:1.5658 aux_loss:0.0022 train_time:25183344ms step_avg:720.88ms
step:34945/40500 train_loss:1.5323 aux_loss:0.0022 train_time:25184068ms step_avg:720.88ms
step:34946/40500 train_loss:1.5185 aux_loss:0.0022 train_time:25184792ms step_avg:720.88ms
step:34947/40500 train_loss:1.5394 aux_loss:0.0023 train_time:25185517ms step_avg:720.88ms
step:34948/40500 train_loss:1.5821 aux_loss:0.0025 train_time:25186241ms step_avg:720.88ms
step:34949/40500 train_loss:1.5366 aux_loss:0.0023 train_time:25186960ms step_avg:720.88ms
step:34950/40500 train_loss:1.5946 aux_loss:0.0026 train_time:25187682ms step_avg:720.88ms
step:34951/40500 train_loss:1.5511 aux_loss:0.0024 train_time:25188405ms step_avg:720.88ms
step:34952/40500 train_loss:1.5281 aux_loss:0.0024 train_time:25189128ms step_avg:720.88ms
step:34953/40500 train_loss:1.5611 aux_loss:0.0025 train_time:25189853ms step_avg:720.88ms
step:34954/40500 train_loss:1.6130 aux_loss:0.0027 train_time:25190579ms step_avg:720.88ms
step:34955/40500 train_loss:1.5586 aux_loss:0.0023 train_time:25191302ms step_avg:720.88ms
step:34956/40500 train_loss:1.5325 aux_loss:0.0024 train_time:25192025ms step_avg:720.88ms
step:34957/40500 train_loss:1.5733 aux_loss:0.0025 train_time:25192749ms step_avg:720.88ms
step:34958/40500 train_loss:1.6215 aux_loss:0.0025 train_time:25193472ms step_avg:720.88ms
step:34959/40500 train_loss:1.5520 aux_loss:0.0024 train_time:25194198ms step_avg:720.88ms
step:34960/40500 train_loss:1.5079 aux_loss:0.0023 train_time:25194919ms step_avg:720.88ms
step:34961/40500 train_loss:1.5340 aux_loss:0.0023 train_time:25195638ms step_avg:720.88ms
step:34962/40500 train_loss:1.5681 aux_loss:0.0024 train_time:25196360ms step_avg:720.88ms
step:34963/40500 train_loss:1.5278 aux_loss:0.0023 train_time:25197083ms step_avg:720.88ms
step:34964/40500 train_loss:1.5280 aux_loss:0.0023 train_time:25197805ms step_avg:720.88ms
step:34965/40500 train_loss:1.5442 aux_loss:0.0023 train_time:25198529ms step_avg:720.88ms
step:34966/40500 train_loss:1.6478 aux_loss:0.0025 train_time:25199256ms step_avg:720.88ms
step:34967/40500 train_loss:1.5033 aux_loss:0.0023 train_time:25199979ms step_avg:720.89ms
step:34968/40500 train_loss:1.5505 aux_loss:0.0025 train_time:25200701ms step_avg:720.89ms
step:34969/40500 train_loss:1.5212 aux_loss:0.0023 train_time:25201424ms step_avg:720.89ms
step:34970/40500 train_loss:1.5296 aux_loss:0.0024 train_time:25202147ms step_avg:720.89ms
step:34971/40500 train_loss:1.5934 aux_loss:0.0023 train_time:25202873ms step_avg:720.89ms
step:34972/40500 train_loss:1.5704 aux_loss:0.0024 train_time:25203596ms step_avg:720.89ms
step:34973/40500 train_loss:1.5420 aux_loss:0.0023 train_time:25204318ms step_avg:720.89ms
step:34974/40500 train_loss:1.5404 aux_loss:0.0022 train_time:25205042ms step_avg:720.89ms
step:34975/40500 train_loss:1.5997 aux_loss:0.0023 train_time:25205766ms step_avg:720.89ms
step:34976/40500 train_loss:1.5195 aux_loss:0.0025 train_time:25206491ms step_avg:720.89ms
step:34977/40500 train_loss:1.5243 aux_loss:0.0024 train_time:25207215ms step_avg:720.89ms
step:34978/40500 train_loss:1.5015 aux_loss:0.0026 train_time:25207937ms step_avg:720.89ms
step:34979/40500 train_loss:1.6311 aux_loss:0.0026 train_time:25208660ms step_avg:720.89ms
step:34980/40500 train_loss:1.5306 aux_loss:0.0025 train_time:25209383ms step_avg:720.89ms
step:34981/40500 train_loss:1.4765 aux_loss:0.0023 train_time:25210113ms step_avg:720.89ms
step:34982/40500 train_loss:1.5185 aux_loss:0.0021 train_time:25210834ms step_avg:720.89ms
step:34983/40500 train_loss:1.6034 aux_loss:0.0024 train_time:25211556ms step_avg:720.89ms
step:34984/40500 train_loss:1.5540 aux_loss:0.0022 train_time:25212280ms step_avg:720.89ms
step:34985/40500 train_loss:1.5610 aux_loss:0.0024 train_time:25213001ms step_avg:720.89ms
step:34986/40500 train_loss:1.5558 aux_loss:0.0022 train_time:25213723ms step_avg:720.89ms
step:34987/40500 train_loss:1.5530 aux_loss:0.0024 train_time:25214446ms step_avg:720.89ms
step:34988/40500 train_loss:1.5366 aux_loss:0.0024 train_time:25215171ms step_avg:720.89ms
step:34989/40500 train_loss:1.5785 aux_loss:0.0025 train_time:25215894ms step_avg:720.89ms
step:34990/40500 train_loss:1.5893 aux_loss:0.0022 train_time:25216613ms step_avg:720.89ms
step:34991/40500 train_loss:1.5271 aux_loss:0.0023 train_time:25217337ms step_avg:720.89ms
step:34992/40500 train_loss:1.5633 aux_loss:0.0023 train_time:25218061ms step_avg:720.89ms
step:34993/40500 train_loss:1.5362 aux_loss:0.0022 train_time:25218783ms step_avg:720.89ms
step:34994/40500 train_loss:1.5511 aux_loss:0.0026 train_time:25219509ms step_avg:720.89ms
step:34995/40500 train_loss:1.5927 aux_loss:0.0023 train_time:25220233ms step_avg:720.89ms
step:34996/40500 train_loss:1.6177 aux_loss:0.0025 train_time:25220955ms step_avg:720.89ms
step:34997/40500 train_loss:1.5650 aux_loss:0.0028 train_time:25221678ms step_avg:720.89ms
step:34998/40500 train_loss:1.5655 aux_loss:0.0024 train_time:25222403ms step_avg:720.89ms
step:34999/40500 train_loss:1.4485 aux_loss:0.0026 train_time:25223127ms step_avg:720.89ms
step:35000/40500 train_loss:1.5737 aux_loss:0.0023 train_time:25223851ms step_avg:720.89ms
step:35001/40500 train_loss:1.5974 aux_loss:0.0023 train_time:25224573ms step_avg:720.89ms
step:35002/40500 train_loss:1.5049 aux_loss:0.0023 train_time:25225296ms step_avg:720.89ms
step:35003/40500 train_loss:1.5662 aux_loss:0.0026 train_time:25226019ms step_avg:720.89ms
step:35004/40500 train_loss:1.5164 aux_loss:0.0027 train_time:25226742ms step_avg:720.89ms
step:35005/40500 train_loss:1.5455 aux_loss:0.0024 train_time:25227467ms step_avg:720.89ms
step:35006/40500 train_loss:1.5272 aux_loss:0.0023 train_time:25228190ms step_avg:720.89ms
step:35007/40500 train_loss:1.5195 aux_loss:0.0022 train_time:25228911ms step_avg:720.89ms
step:35008/40500 train_loss:1.6091 aux_loss:0.0025 train_time:25229634ms step_avg:720.89ms
step:35009/40500 train_loss:1.5699 aux_loss:0.0026 train_time:25230357ms step_avg:720.89ms
step:35010/40500 train_loss:1.5630 aux_loss:0.0021 train_time:25231080ms step_avg:720.89ms
step:35011/40500 train_loss:1.5371 aux_loss:0.0024 train_time:25231803ms step_avg:720.89ms
step:35012/40500 train_loss:1.5610 aux_loss:0.0025 train_time:25232528ms step_avg:720.89ms
step:35013/40500 train_loss:1.5559 aux_loss:0.0026 train_time:25233249ms step_avg:720.89ms
step:35014/40500 train_loss:1.5212 aux_loss:0.0024 train_time:25233971ms step_avg:720.89ms
step:35015/40500 train_loss:1.5434 aux_loss:0.0023 train_time:25234694ms step_avg:720.89ms
step:35016/40500 train_loss:1.6007 aux_loss:0.0024 train_time:25235417ms step_avg:720.89ms
step:35017/40500 train_loss:1.5493 aux_loss:0.0023 train_time:25236138ms step_avg:720.89ms
step:35018/40500 train_loss:1.5958 aux_loss:0.0024 train_time:25236864ms step_avg:720.89ms
step:35019/40500 train_loss:1.5048 aux_loss:0.0023 train_time:25237588ms step_avg:720.89ms
step:35020/40500 train_loss:1.5671 aux_loss:0.0023 train_time:25238309ms step_avg:720.89ms
step:35021/40500 train_loss:1.6099 aux_loss:0.0026 train_time:25239032ms step_avg:720.89ms
step:35022/40500 train_loss:1.5215 aux_loss:0.0025 train_time:25239755ms step_avg:720.89ms
step:35023/40500 train_loss:1.5749 aux_loss:0.0022 train_time:25240480ms step_avg:720.89ms
step:35024/40500 train_loss:1.5069 aux_loss:0.0028 train_time:25241204ms step_avg:720.89ms
step:35025/40500 train_loss:1.5745 aux_loss:0.0024 train_time:25241926ms step_avg:720.89ms
step:35026/40500 train_loss:1.5362 aux_loss:0.0023 train_time:25242646ms step_avg:720.89ms
step:35027/40500 train_loss:1.5065 aux_loss:0.0022 train_time:25243367ms step_avg:720.89ms
step:35028/40500 train_loss:1.4867 aux_loss:0.0022 train_time:25244090ms step_avg:720.89ms
step:35029/40500 train_loss:1.5663 aux_loss:0.0024 train_time:25244812ms step_avg:720.89ms
step:35030/40500 train_loss:1.5929 aux_loss:0.0022 train_time:25245532ms step_avg:720.89ms
step:35031/40500 train_loss:1.5904 aux_loss:0.0023 train_time:25246255ms step_avg:720.89ms
step:35032/40500 train_loss:1.6197 aux_loss:0.0023 train_time:25246980ms step_avg:720.89ms
step:35033/40500 train_loss:1.5367 aux_loss:0.0021 train_time:25247703ms step_avg:720.89ms
step:35034/40500 train_loss:1.5421 aux_loss:0.0022 train_time:25248426ms step_avg:720.89ms
step:35035/40500 train_loss:1.5665 aux_loss:0.0022 train_time:25249150ms step_avg:720.89ms
step:35036/40500 train_loss:1.5653 aux_loss:0.0021 train_time:25249872ms step_avg:720.89ms
step:35037/40500 train_loss:1.4914 aux_loss:0.0021 train_time:25250595ms step_avg:720.89ms
step:35038/40500 train_loss:1.5361 aux_loss:0.0030 train_time:25251321ms step_avg:720.89ms
step:35039/40500 train_loss:1.5053 aux_loss:0.0022 train_time:25252044ms step_avg:720.89ms
step:35040/40500 train_loss:1.5579 aux_loss:0.0022 train_time:25252767ms step_avg:720.89ms
step:35041/40500 train_loss:1.5701 aux_loss:0.0023 train_time:25253489ms step_avg:720.89ms
step:35042/40500 train_loss:1.5431 aux_loss:0.0023 train_time:25254213ms step_avg:720.89ms
step:35043/40500 train_loss:1.5535 aux_loss:0.0023 train_time:25254938ms step_avg:720.89ms
step:35044/40500 train_loss:1.5222 aux_loss:0.0027 train_time:25255662ms step_avg:720.89ms
step:35045/40500 train_loss:1.6176 aux_loss:0.0023 train_time:25256384ms step_avg:720.89ms
step:35046/40500 train_loss:1.5427 aux_loss:0.0023 train_time:25257108ms step_avg:720.89ms
step:35047/40500 train_loss:1.5264 aux_loss:0.0022 train_time:25257831ms step_avg:720.89ms
step:35048/40500 train_loss:1.5671 aux_loss:0.0023 train_time:25258557ms step_avg:720.89ms
step:35049/40500 train_loss:1.5432 aux_loss:0.0023 train_time:25259282ms step_avg:720.89ms
step:35050/40500 train_loss:1.5093 aux_loss:0.0022 train_time:25260004ms step_avg:720.89ms
step:35051/40500 train_loss:1.5871 aux_loss:0.0024 train_time:25260728ms step_avg:720.89ms
step:35052/40500 train_loss:1.5308 aux_loss:0.0026 train_time:25261453ms step_avg:720.89ms
step:35053/40500 train_loss:1.5075 aux_loss:0.0022 train_time:25262179ms step_avg:720.89ms
step:35054/40500 train_loss:1.5504 aux_loss:0.0023 train_time:25262900ms step_avg:720.89ms
step:35055/40500 train_loss:1.5262 aux_loss:0.0024 train_time:25263622ms step_avg:720.89ms
step:35056/40500 train_loss:1.5984 aux_loss:0.0025 train_time:25264346ms step_avg:720.89ms
step:35057/40500 train_loss:1.5808 aux_loss:0.0023 train_time:25265069ms step_avg:720.89ms
step:35058/40500 train_loss:1.5539 aux_loss:0.0024 train_time:25265793ms step_avg:720.89ms
step:35059/40500 train_loss:1.5268 aux_loss:0.0026 train_time:25266519ms step_avg:720.89ms
step:35060/40500 train_loss:1.4612 aux_loss:0.0026 train_time:25267242ms step_avg:720.89ms
step:35061/40500 train_loss:1.5491 aux_loss:0.0023 train_time:25267966ms step_avg:720.89ms
step:35062/40500 train_loss:1.5269 aux_loss:0.0023 train_time:25268690ms step_avg:720.89ms
step:35063/40500 train_loss:1.5623 aux_loss:0.0023 train_time:25269418ms step_avg:720.89ms
step:35064/40500 train_loss:1.5095 aux_loss:0.0023 train_time:25270141ms step_avg:720.89ms
step:35065/40500 train_loss:1.6045 aux_loss:0.0025 train_time:25270866ms step_avg:720.89ms
step:35066/40500 train_loss:1.5340 aux_loss:0.0024 train_time:25271588ms step_avg:720.89ms
step:35067/40500 train_loss:1.5473 aux_loss:0.0022 train_time:25272316ms step_avg:720.89ms
step:35068/40500 train_loss:1.5383 aux_loss:0.0023 train_time:25273038ms step_avg:720.89ms
step:35069/40500 train_loss:1.5883 aux_loss:0.0023 train_time:25273760ms step_avg:720.89ms
step:35070/40500 train_loss:1.5863 aux_loss:0.0025 train_time:25274483ms step_avg:720.89ms
step:35071/40500 train_loss:1.5376 aux_loss:0.0025 train_time:25275208ms step_avg:720.89ms
step:35072/40500 train_loss:1.5384 aux_loss:0.0023 train_time:25275935ms step_avg:720.89ms
step:35073/40500 train_loss:1.5165 aux_loss:0.0022 train_time:25276658ms step_avg:720.89ms
step:35074/40500 train_loss:1.6066 aux_loss:0.0024 train_time:25277379ms step_avg:720.89ms
step:35075/40500 train_loss:1.5300 aux_loss:0.0025 train_time:25278103ms step_avg:720.89ms
step:35076/40500 train_loss:1.5823 aux_loss:0.0024 train_time:25278826ms step_avg:720.89ms
step:35077/40500 train_loss:1.6049 aux_loss:0.0023 train_time:25279552ms step_avg:720.89ms
step:35078/40500 train_loss:1.4992 aux_loss:0.0023 train_time:25280275ms step_avg:720.89ms
step:35079/40500 train_loss:1.5461 aux_loss:0.0022 train_time:25280996ms step_avg:720.89ms
step:35080/40500 train_loss:1.5338 aux_loss:0.0023 train_time:25281717ms step_avg:720.89ms
step:35081/40500 train_loss:1.5947 aux_loss:0.0024 train_time:25282440ms step_avg:720.89ms
step:35082/40500 train_loss:1.5083 aux_loss:0.0022 train_time:25283164ms step_avg:720.89ms
step:35083/40500 train_loss:1.5720 aux_loss:0.0023 train_time:25283888ms step_avg:720.89ms
step:35084/40500 train_loss:1.5456 aux_loss:0.0025 train_time:25284613ms step_avg:720.89ms
step:35085/40500 train_loss:1.5109 aux_loss:0.0023 train_time:25285333ms step_avg:720.89ms
step:35086/40500 train_loss:1.4774 aux_loss:0.0023 train_time:25286053ms step_avg:720.89ms
step:35087/40500 train_loss:1.5148 aux_loss:0.0025 train_time:25286776ms step_avg:720.89ms
step:35088/40500 train_loss:1.5167 aux_loss:0.0026 train_time:25287499ms step_avg:720.89ms
step:35089/40500 train_loss:1.4907 aux_loss:0.0026 train_time:25288223ms step_avg:720.89ms
step:35090/40500 train_loss:1.5171 aux_loss:0.0025 train_time:25288948ms step_avg:720.89ms
step:35091/40500 train_loss:1.5327 aux_loss:0.0023 train_time:25289672ms step_avg:720.89ms
step:35092/40500 train_loss:1.5193 aux_loss:0.0025 train_time:25290393ms step_avg:720.89ms
step:35093/40500 train_loss:1.6305 aux_loss:0.0027 train_time:25291115ms step_avg:720.89ms
step:35094/40500 train_loss:1.5409 aux_loss:0.0024 train_time:25291840ms step_avg:720.89ms
step:35095/40500 train_loss:1.5330 aux_loss:0.0026 train_time:25292565ms step_avg:720.89ms
step:35096/40500 train_loss:1.5805 aux_loss:0.0024 train_time:25293290ms step_avg:720.89ms
step:35097/40500 train_loss:1.5521 aux_loss:0.0023 train_time:25294013ms step_avg:720.89ms
step:35098/40500 train_loss:1.5350 aux_loss:0.0024 train_time:25294732ms step_avg:720.89ms
step:35099/40500 train_loss:1.5340 aux_loss:0.0025 train_time:25295453ms step_avg:720.89ms
step:35100/40500 train_loss:1.6177 aux_loss:0.0029 train_time:25296176ms step_avg:720.89ms
step:35101/40500 train_loss:1.5935 aux_loss:0.0025 train_time:25296901ms step_avg:720.89ms
step:35102/40500 train_loss:1.5258 aux_loss:0.0025 train_time:25297627ms step_avg:720.89ms
step:35103/40500 train_loss:1.5646 aux_loss:0.0024 train_time:25298350ms step_avg:720.89ms
step:35104/40500 train_loss:1.5034 aux_loss:0.0023 train_time:25299069ms step_avg:720.89ms
step:35105/40500 train_loss:1.5501 aux_loss:0.0023 train_time:25299790ms step_avg:720.89ms
step:35106/40500 train_loss:1.5940 aux_loss:0.0025 train_time:25300513ms step_avg:720.89ms
step:35107/40500 train_loss:1.5147 aux_loss:0.0026 train_time:25301236ms step_avg:720.89ms
step:35108/40500 train_loss:1.5335 aux_loss:0.0023 train_time:25301959ms step_avg:720.89ms
step:35109/40500 train_loss:1.6063 aux_loss:0.0024 train_time:25302686ms step_avg:720.89ms
step:35110/40500 train_loss:1.6282 aux_loss:0.0025 train_time:25303409ms step_avg:720.89ms
step:35111/40500 train_loss:1.5087 aux_loss:0.0025 train_time:25304131ms step_avg:720.89ms
step:35112/40500 train_loss:1.5263 aux_loss:0.0026 train_time:25304852ms step_avg:720.89ms
step:35113/40500 train_loss:1.5578 aux_loss:0.0024 train_time:25305575ms step_avg:720.89ms
step:35114/40500 train_loss:1.4897 aux_loss:0.0024 train_time:25306299ms step_avg:720.90ms
step:35115/40500 train_loss:1.5473 aux_loss:0.0024 train_time:25307026ms step_avg:720.90ms
step:35116/40500 train_loss:1.4972 aux_loss:0.0027 train_time:25307747ms step_avg:720.90ms
step:35117/40500 train_loss:1.5483 aux_loss:0.0024 train_time:25308468ms step_avg:720.90ms
step:35118/40500 train_loss:1.5716 aux_loss:0.0026 train_time:25309188ms step_avg:720.90ms
step:35119/40500 train_loss:1.5916 aux_loss:0.0025 train_time:25309914ms step_avg:720.90ms
step:35120/40500 train_loss:1.5391 aux_loss:0.0023 train_time:25310636ms step_avg:720.90ms
step:35121/40500 train_loss:1.5304 aux_loss:0.0024 train_time:25311362ms step_avg:720.90ms
step:35122/40500 train_loss:1.5659 aux_loss:0.0023 train_time:25312088ms step_avg:720.90ms
step:35123/40500 train_loss:1.5497 aux_loss:0.0024 train_time:25312808ms step_avg:720.90ms
step:35124/40500 train_loss:1.5657 aux_loss:0.0022 train_time:25313531ms step_avg:720.90ms
step:35125/40500 train_loss:1.5693 aux_loss:0.0022 train_time:25314255ms step_avg:720.90ms
step:35126/40500 train_loss:1.6013 aux_loss:0.0021 train_time:25314981ms step_avg:720.90ms
step:35127/40500 train_loss:1.5240 aux_loss:0.0022 train_time:25315702ms step_avg:720.90ms
step:35128/40500 train_loss:1.5054 aux_loss:0.0024 train_time:25316425ms step_avg:720.90ms
step:35129/40500 train_loss:1.5383 aux_loss:0.0024 train_time:25317148ms step_avg:720.90ms
step:35130/40500 train_loss:1.5521 aux_loss:0.0023 train_time:25317870ms step_avg:720.90ms
step:35131/40500 train_loss:1.5199 aux_loss:0.0023 train_time:25318594ms step_avg:720.90ms
step:35132/40500 train_loss:1.5573 aux_loss:0.0023 train_time:25319319ms step_avg:720.90ms
step:35133/40500 train_loss:1.5258 aux_loss:0.0023 train_time:25320043ms step_avg:720.90ms
step:35134/40500 train_loss:1.5563 aux_loss:0.0022 train_time:25320762ms step_avg:720.90ms
step:35135/40500 train_loss:1.5181 aux_loss:0.0026 train_time:25321484ms step_avg:720.90ms
step:35136/40500 train_loss:1.5634 aux_loss:0.0025 train_time:25322208ms step_avg:720.90ms
step:35137/40500 train_loss:1.5390 aux_loss:0.0023 train_time:25322931ms step_avg:720.90ms
step:35138/40500 train_loss:1.5043 aux_loss:0.0024 train_time:25323655ms step_avg:720.90ms
step:35139/40500 train_loss:1.5381 aux_loss:0.0023 train_time:25324381ms step_avg:720.90ms
step:35140/40500 train_loss:1.5362 aux_loss:0.0023 train_time:25325104ms step_avg:720.90ms
step:35141/40500 train_loss:1.5710 aux_loss:0.0026 train_time:25325826ms step_avg:720.90ms
step:35142/40500 train_loss:1.5051 aux_loss:0.0023 train_time:25326549ms step_avg:720.90ms
step:35143/40500 train_loss:1.5439 aux_loss:0.0023 train_time:25327272ms step_avg:720.90ms
step:35144/40500 train_loss:1.5565 aux_loss:0.0027 train_time:25327996ms step_avg:720.90ms
step:35145/40500 train_loss:1.6015 aux_loss:0.0024 train_time:25328722ms step_avg:720.90ms
step:35146/40500 train_loss:1.6102 aux_loss:0.0027 train_time:25329442ms step_avg:720.90ms
step:35147/40500 train_loss:1.5474 aux_loss:0.0023 train_time:25330165ms step_avg:720.90ms
step:35148/40500 train_loss:1.6065 aux_loss:0.0023 train_time:25330889ms step_avg:720.90ms
step:35149/40500 train_loss:1.5414 aux_loss:0.0022 train_time:25331614ms step_avg:720.90ms
step:35150/40500 train_loss:1.5377 aux_loss:0.0025 train_time:25332338ms step_avg:720.90ms
step:35151/40500 train_loss:1.5495 aux_loss:0.0025 train_time:25333061ms step_avg:720.90ms
step:35152/40500 train_loss:1.5577 aux_loss:0.0021 train_time:25333782ms step_avg:720.90ms
step:35153/40500 train_loss:1.5300 aux_loss:0.0023 train_time:25334504ms step_avg:720.90ms
step:35154/40500 train_loss:1.5564 aux_loss:0.0022 train_time:25335228ms step_avg:720.90ms
step:35155/40500 train_loss:1.5170 aux_loss:0.0025 train_time:25335954ms step_avg:720.90ms
step:35156/40500 train_loss:1.5097 aux_loss:0.0026 train_time:25336679ms step_avg:720.90ms
step:35157/40500 train_loss:1.5013 aux_loss:0.0022 train_time:25337402ms step_avg:720.90ms
step:35158/40500 train_loss:1.4589 aux_loss:0.0021 train_time:25338126ms step_avg:720.90ms
step:35159/40500 train_loss:1.4480 aux_loss:0.0028 train_time:25338849ms step_avg:720.90ms
step:35160/40500 train_loss:1.5483 aux_loss:0.0024 train_time:25339574ms step_avg:720.90ms
step:35161/40500 train_loss:1.5906 aux_loss:0.0022 train_time:25340298ms step_avg:720.90ms
step:35162/40500 train_loss:1.5276 aux_loss:0.0022 train_time:25341021ms step_avg:720.90ms
step:35163/40500 train_loss:1.5585 aux_loss:0.0022 train_time:25341745ms step_avg:720.90ms
step:35164/40500 train_loss:1.5303 aux_loss:0.0025 train_time:25342470ms step_avg:720.90ms
step:35165/40500 train_loss:1.5469 aux_loss:0.0022 train_time:25343194ms step_avg:720.90ms
step:35166/40500 train_loss:1.5130 aux_loss:0.0022 train_time:25343914ms step_avg:720.90ms
step:35167/40500 train_loss:1.5069 aux_loss:0.0024 train_time:25344638ms step_avg:720.90ms
step:35168/40500 train_loss:1.5470 aux_loss:0.0022 train_time:25345361ms step_avg:720.90ms
step:35169/40500 train_loss:1.4787 aux_loss:0.0025 train_time:25346084ms step_avg:720.90ms
step:35170/40500 train_loss:1.5362 aux_loss:0.0029 train_time:25346803ms step_avg:720.90ms
step:35171/40500 train_loss:1.5530 aux_loss:0.0025 train_time:25347527ms step_avg:720.90ms
step:35172/40500 train_loss:1.5612 aux_loss:0.0025 train_time:25348253ms step_avg:720.90ms
step:35173/40500 train_loss:1.5323 aux_loss:0.0023 train_time:25348976ms step_avg:720.90ms
step:35174/40500 train_loss:1.5076 aux_loss:0.0024 train_time:25349698ms step_avg:720.90ms
step:35175/40500 train_loss:1.5355 aux_loss:0.0023 train_time:25350423ms step_avg:720.90ms
step:35176/40500 train_loss:1.5348 aux_loss:0.0025 train_time:25351148ms step_avg:720.90ms
step:35177/40500 train_loss:1.5305 aux_loss:0.0024 train_time:25351872ms step_avg:720.90ms
step:35178/40500 train_loss:1.5191 aux_loss:0.0023 train_time:25352596ms step_avg:720.90ms
step:35179/40500 train_loss:1.5639 aux_loss:0.0024 train_time:25353317ms step_avg:720.90ms
step:35180/40500 train_loss:1.5257 aux_loss:0.0025 train_time:25354040ms step_avg:720.90ms
step:35181/40500 train_loss:1.6080 aux_loss:0.0023 train_time:25354762ms step_avg:720.90ms
step:35182/40500 train_loss:1.5535 aux_loss:0.0022 train_time:25355488ms step_avg:720.90ms
step:35183/40500 train_loss:1.5503 aux_loss:0.0025 train_time:25356212ms step_avg:720.90ms
step:35184/40500 train_loss:1.5888 aux_loss:0.0025 train_time:25356935ms step_avg:720.90ms
step:35185/40500 train_loss:1.5388 aux_loss:0.0024 train_time:25357655ms step_avg:720.90ms
step:35186/40500 train_loss:1.5920 aux_loss:0.0024 train_time:25358376ms step_avg:720.90ms
step:35187/40500 train_loss:1.5840 aux_loss:0.0024 train_time:25359096ms step_avg:720.90ms
step:35188/40500 train_loss:1.5844 aux_loss:0.0022 train_time:25359819ms step_avg:720.90ms
step:35189/40500 train_loss:1.5795 aux_loss:0.0024 train_time:25360541ms step_avg:720.90ms
step:35190/40500 train_loss:1.5113 aux_loss:0.0027 train_time:25361267ms step_avg:720.90ms
step:35191/40500 train_loss:1.5417 aux_loss:0.0023 train_time:25361992ms step_avg:720.90ms
step:35192/40500 train_loss:1.5633 aux_loss:0.0023 train_time:25362712ms step_avg:720.90ms
step:35193/40500 train_loss:1.6126 aux_loss:0.0023 train_time:25363436ms step_avg:720.90ms
step:35194/40500 train_loss:1.5727 aux_loss:0.0025 train_time:25364163ms step_avg:720.90ms
step:35195/40500 train_loss:1.5518 aux_loss:0.0023 train_time:25364888ms step_avg:720.90ms
step:35196/40500 train_loss:1.5503 aux_loss:0.0021 train_time:25365611ms step_avg:720.90ms
step:35197/40500 train_loss:1.5114 aux_loss:0.0023 train_time:25366330ms step_avg:720.90ms
step:35198/40500 train_loss:1.6329 aux_loss:0.0026 train_time:25367052ms step_avg:720.90ms
step:35199/40500 train_loss:1.4826 aux_loss:0.0024 train_time:25367772ms step_avg:720.90ms
step:35200/40500 train_loss:1.5205 aux_loss:0.0022 train_time:25368494ms step_avg:720.90ms
step:35201/40500 train_loss:1.5154 aux_loss:0.0022 train_time:25369217ms step_avg:720.90ms
step:35202/40500 train_loss:1.5882 aux_loss:0.0024 train_time:25369939ms step_avg:720.90ms
step:35203/40500 train_loss:1.5434 aux_loss:0.0024 train_time:25370666ms step_avg:720.90ms
step:35204/40500 train_loss:1.5553 aux_loss:0.0022 train_time:25371389ms step_avg:720.90ms
step:35205/40500 train_loss:1.5613 aux_loss:0.0022 train_time:25372111ms step_avg:720.90ms
step:35206/40500 train_loss:1.5431 aux_loss:0.0022 train_time:25372832ms step_avg:720.90ms
step:35207/40500 train_loss:1.5489 aux_loss:0.0022 train_time:25373555ms step_avg:720.90ms
step:35208/40500 train_loss:1.6084 aux_loss:0.0022 train_time:25374279ms step_avg:720.90ms
step:35209/40500 train_loss:1.5763 aux_loss:0.0042 train_time:25375004ms step_avg:720.90ms
step:35210/40500 train_loss:1.5709 aux_loss:0.0022 train_time:25375728ms step_avg:720.90ms
step:35211/40500 train_loss:1.5719 aux_loss:0.0023 train_time:25376448ms step_avg:720.90ms
step:35212/40500 train_loss:1.5442 aux_loss:0.0023 train_time:25377168ms step_avg:720.90ms
step:35213/40500 train_loss:1.5199 aux_loss:0.0025 train_time:25377891ms step_avg:720.90ms
step:35214/40500 train_loss:1.5511 aux_loss:0.0023 train_time:25378615ms step_avg:720.90ms
step:35215/40500 train_loss:1.5801 aux_loss:0.0024 train_time:25379338ms step_avg:720.90ms
step:35216/40500 train_loss:1.5481 aux_loss:0.0022 train_time:25380063ms step_avg:720.90ms
step:35217/40500 train_loss:1.6202 aux_loss:0.0025 train_time:25380787ms step_avg:720.90ms
step:35218/40500 train_loss:1.5351 aux_loss:0.0022 train_time:25381506ms step_avg:720.90ms
step:35219/40500 train_loss:1.5934 aux_loss:0.0023 train_time:25382228ms step_avg:720.90ms
step:35220/40500 train_loss:1.5513 aux_loss:0.0023 train_time:25382951ms step_avg:720.90ms
step:35221/40500 train_loss:1.4994 aux_loss:0.0023 train_time:25383674ms step_avg:720.90ms
step:35222/40500 train_loss:1.5351 aux_loss:0.0022 train_time:25384398ms step_avg:720.90ms
step:35223/40500 train_loss:1.4973 aux_loss:0.0024 train_time:25385124ms step_avg:720.90ms
step:35224/40500 train_loss:1.5901 aux_loss:0.0024 train_time:25385848ms step_avg:720.90ms
step:35225/40500 train_loss:1.5842 aux_loss:0.0026 train_time:25386570ms step_avg:720.90ms
step:35226/40500 train_loss:1.5423 aux_loss:0.0022 train_time:25387293ms step_avg:720.90ms
step:35227/40500 train_loss:1.5643 aux_loss:0.0024 train_time:25388016ms step_avg:720.90ms
step:35228/40500 train_loss:1.5409 aux_loss:0.0022 train_time:25388739ms step_avg:720.90ms
step:35229/40500 train_loss:1.6430 aux_loss:0.0024 train_time:25389465ms step_avg:720.90ms
step:35230/40500 train_loss:1.5870 aux_loss:0.0025 train_time:25390185ms step_avg:720.90ms
step:35231/40500 train_loss:1.5717 aux_loss:0.0029 train_time:25390908ms step_avg:720.90ms
step:35232/40500 train_loss:1.5509 aux_loss:0.0024 train_time:25391633ms step_avg:720.90ms
step:35233/40500 train_loss:1.5352 aux_loss:0.0024 train_time:25392357ms step_avg:720.90ms
step:35234/40500 train_loss:1.6305 aux_loss:0.0023 train_time:25393082ms step_avg:720.90ms
step:35235/40500 train_loss:1.5479 aux_loss:0.0022 train_time:25393803ms step_avg:720.90ms
step:35236/40500 train_loss:1.5005 aux_loss:0.0024 train_time:25394525ms step_avg:720.90ms
step:35237/40500 train_loss:1.5432 aux_loss:0.0025 train_time:25395247ms step_avg:720.90ms
step:35238/40500 train_loss:1.5284 aux_loss:0.0023 train_time:25395971ms step_avg:720.90ms
step:35239/40500 train_loss:1.5493 aux_loss:0.0023 train_time:25396701ms step_avg:720.90ms
step:35240/40500 train_loss:1.5065 aux_loss:0.0022 train_time:25397424ms step_avg:720.90ms
step:35241/40500 train_loss:1.5589 aux_loss:0.0023 train_time:25398142ms step_avg:720.90ms
step:35242/40500 train_loss:1.5663 aux_loss:0.0022 train_time:25398865ms step_avg:720.90ms
step:35243/40500 train_loss:1.5735 aux_loss:0.0023 train_time:25399589ms step_avg:720.90ms
step:35244/40500 train_loss:1.5502 aux_loss:0.0024 train_time:25400311ms step_avg:720.90ms
step:35245/40500 train_loss:1.6089 aux_loss:0.0024 train_time:25401037ms step_avg:720.90ms
step:35246/40500 train_loss:1.4695 aux_loss:0.0025 train_time:25401761ms step_avg:720.90ms
step:35247/40500 train_loss:1.5774 aux_loss:0.0026 train_time:25402485ms step_avg:720.90ms
step:35248/40500 train_loss:1.5220 aux_loss:0.0023 train_time:25403209ms step_avg:720.90ms
step:35249/40500 train_loss:1.5668 aux_loss:0.0024 train_time:25403932ms step_avg:720.90ms
step:35250/40500 train_loss:1.5245 aux_loss:0.0022 train_time:25404657ms step_avg:720.90ms
step:35251/40500 train_loss:1.6057 aux_loss:0.0024 train_time:25405380ms step_avg:720.90ms
step:35252/40500 train_loss:1.5898 aux_loss:0.0025 train_time:25406102ms step_avg:720.90ms
step:35253/40500 train_loss:1.5116 aux_loss:0.0024 train_time:25406827ms step_avg:720.90ms
step:35254/40500 train_loss:1.5479 aux_loss:0.0025 train_time:25407551ms step_avg:720.90ms
step:35255/40500 train_loss:1.5475 aux_loss:0.0025 train_time:25408275ms step_avg:720.90ms
step:35256/40500 train_loss:1.5406 aux_loss:0.0024 train_time:25408995ms step_avg:720.90ms
step:35257/40500 train_loss:1.5845 aux_loss:0.0023 train_time:25409720ms step_avg:720.90ms
step:35258/40500 train_loss:1.5316 aux_loss:0.0023 train_time:25410443ms step_avg:720.90ms
step:35259/40500 train_loss:1.5565 aux_loss:0.0025 train_time:25411167ms step_avg:720.90ms
step:35260/40500 train_loss:1.5501 aux_loss:0.0026 train_time:25411886ms step_avg:720.90ms
step:35261/40500 train_loss:1.5676 aux_loss:0.0025 train_time:25412611ms step_avg:720.90ms
step:35262/40500 train_loss:1.5057 aux_loss:0.0026 train_time:25413337ms step_avg:720.90ms
step:35263/40500 train_loss:1.5347 aux_loss:0.0023 train_time:25414058ms step_avg:720.90ms
step:35264/40500 train_loss:1.5749 aux_loss:0.0026 train_time:25414779ms step_avg:720.90ms
step:35265/40500 train_loss:1.5221 aux_loss:0.0021 train_time:25415505ms step_avg:720.90ms
step:35266/40500 train_loss:1.5186 aux_loss:0.0022 train_time:25416231ms step_avg:720.91ms
step:35267/40500 train_loss:1.5443 aux_loss:0.0023 train_time:25416952ms step_avg:720.91ms
step:35268/40500 train_loss:1.5544 aux_loss:0.0024 train_time:25417676ms step_avg:720.91ms
step:35269/40500 train_loss:1.4888 aux_loss:0.0027 train_time:25418399ms step_avg:720.91ms
step:35270/40500 train_loss:1.5039 aux_loss:0.0025 train_time:25419124ms step_avg:720.91ms
step:35271/40500 train_loss:1.5048 aux_loss:0.0023 train_time:25419846ms step_avg:720.91ms
step:35272/40500 train_loss:1.5943 aux_loss:0.0024 train_time:25420572ms step_avg:720.91ms
step:35273/40500 train_loss:1.5343 aux_loss:0.0026 train_time:25421296ms step_avg:720.91ms
step:35274/40500 train_loss:1.5057 aux_loss:0.0023 train_time:25422019ms step_avg:720.91ms
step:35275/40500 train_loss:1.5458 aux_loss:0.0024 train_time:25422743ms step_avg:720.91ms
step:35276/40500 train_loss:1.4855 aux_loss:0.0024 train_time:25423467ms step_avg:720.91ms
step:35277/40500 train_loss:1.5376 aux_loss:0.0022 train_time:25424188ms step_avg:720.91ms
step:35278/40500 train_loss:1.5205 aux_loss:0.0025 train_time:25424914ms step_avg:720.91ms
step:35279/40500 train_loss:1.5151 aux_loss:0.0023 train_time:25425636ms step_avg:720.91ms
step:35280/40500 train_loss:1.5380 aux_loss:0.0024 train_time:25426360ms step_avg:720.91ms
step:35281/40500 train_loss:1.5373 aux_loss:0.0023 train_time:25427089ms step_avg:720.91ms
step:35282/40500 train_loss:1.5768 aux_loss:0.0024 train_time:25427814ms step_avg:720.91ms
step:35283/40500 train_loss:1.5831 aux_loss:0.0024 train_time:25428537ms step_avg:720.91ms
step:35284/40500 train_loss:1.5212 aux_loss:0.0025 train_time:25429259ms step_avg:720.91ms
step:35285/40500 train_loss:1.5210 aux_loss:0.0024 train_time:25429982ms step_avg:720.91ms
step:35286/40500 train_loss:1.5263 aux_loss:0.0023 train_time:25430707ms step_avg:720.91ms
step:35287/40500 train_loss:1.5440 aux_loss:0.0024 train_time:25431432ms step_avg:720.91ms
step:35288/40500 train_loss:1.6174 aux_loss:0.0025 train_time:25432151ms step_avg:720.91ms
step:35289/40500 train_loss:1.5779 aux_loss:0.0023 train_time:25432872ms step_avg:720.91ms
step:35290/40500 train_loss:1.5318 aux_loss:0.0022 train_time:25433595ms step_avg:720.91ms
step:35291/40500 train_loss:1.5295 aux_loss:0.0023 train_time:25434319ms step_avg:720.91ms
step:35292/40500 train_loss:1.5390 aux_loss:0.0025 train_time:25435042ms step_avg:720.91ms
step:35293/40500 train_loss:1.5344 aux_loss:0.0024 train_time:25435767ms step_avg:720.91ms
step:35294/40500 train_loss:1.5292 aux_loss:0.0021 train_time:25436491ms step_avg:720.91ms
step:35295/40500 train_loss:1.5880 aux_loss:0.0022 train_time:25437209ms step_avg:720.91ms
step:35296/40500 train_loss:1.4833 aux_loss:0.0023 train_time:25437933ms step_avg:720.91ms
step:35297/40500 train_loss:1.5617 aux_loss:0.0024 train_time:25438657ms step_avg:720.91ms
step:35298/40500 train_loss:1.5977 aux_loss:0.0028 train_time:25439380ms step_avg:720.91ms
step:35299/40500 train_loss:1.5458 aux_loss:0.0023 train_time:25440104ms step_avg:720.91ms
step:35300/40500 train_loss:1.5318 aux_loss:0.0022 train_time:25440830ms step_avg:720.91ms
step:35301/40500 train_loss:1.5048 aux_loss:0.0024 train_time:25441550ms step_avg:720.91ms
step:35302/40500 train_loss:1.5703 aux_loss:0.0025 train_time:25442274ms step_avg:720.91ms
step:35303/40500 train_loss:1.5147 aux_loss:0.0022 train_time:25442997ms step_avg:720.91ms
step:35304/40500 train_loss:1.5620 aux_loss:0.0022 train_time:25443722ms step_avg:720.91ms
step:35305/40500 train_loss:1.5677 aux_loss:0.0021 train_time:25444446ms step_avg:720.91ms
step:35306/40500 train_loss:1.5819 aux_loss:0.0024 train_time:25445167ms step_avg:720.91ms
step:35307/40500 train_loss:1.5397 aux_loss:0.0026 train_time:25445890ms step_avg:720.91ms
step:35308/40500 train_loss:1.5693 aux_loss:0.0025 train_time:25446612ms step_avg:720.91ms
step:35309/40500 train_loss:1.6104 aux_loss:0.0024 train_time:25447335ms step_avg:720.91ms
step:35310/40500 train_loss:1.5781 aux_loss:0.0022 train_time:25448058ms step_avg:720.91ms
step:35311/40500 train_loss:1.4937 aux_loss:0.0023 train_time:25448785ms step_avg:720.91ms
step:35312/40500 train_loss:1.5126 aux_loss:0.0023 train_time:25449507ms step_avg:720.91ms
step:35313/40500 train_loss:1.5200 aux_loss:0.0023 train_time:25450227ms step_avg:720.91ms
step:35314/40500 train_loss:1.5095 aux_loss:0.0023 train_time:25450949ms step_avg:720.91ms
step:35315/40500 train_loss:1.4956 aux_loss:0.0035 train_time:25451672ms step_avg:720.91ms
step:35316/40500 train_loss:1.5831 aux_loss:0.0024 train_time:25452399ms step_avg:720.91ms
step:35317/40500 train_loss:1.5605 aux_loss:0.0024 train_time:25453126ms step_avg:720.91ms
step:35318/40500 train_loss:1.5426 aux_loss:0.0023 train_time:25453846ms step_avg:720.91ms
step:35319/40500 train_loss:1.5462 aux_loss:0.0027 train_time:25454567ms step_avg:720.91ms
step:35320/40500 train_loss:1.5503 aux_loss:0.0024 train_time:25455289ms step_avg:720.91ms
step:35321/40500 train_loss:1.5187 aux_loss:0.0024 train_time:25456013ms step_avg:720.91ms
step:35322/40500 train_loss:1.5373 aux_loss:0.0023 train_time:25456739ms step_avg:720.91ms
step:35323/40500 train_loss:1.5630 aux_loss:0.0022 train_time:25457465ms step_avg:720.91ms
step:35324/40500 train_loss:1.5651 aux_loss:0.0024 train_time:25458185ms step_avg:720.91ms
step:35325/40500 train_loss:1.5260 aux_loss:0.0026 train_time:25458905ms step_avg:720.91ms
step:35326/40500 train_loss:1.6160 aux_loss:0.0025 train_time:25459627ms step_avg:720.91ms
step:35327/40500 train_loss:1.5047 aux_loss:0.0025 train_time:25460350ms step_avg:720.91ms
step:35328/40500 train_loss:1.5702 aux_loss:0.0025 train_time:25461072ms step_avg:720.91ms
step:35329/40500 train_loss:1.6314 aux_loss:0.0023 train_time:25461796ms step_avg:720.91ms
step:35330/40500 train_loss:1.5815 aux_loss:0.0025 train_time:25462522ms step_avg:720.91ms
step:35331/40500 train_loss:1.5509 aux_loss:0.0023 train_time:25463244ms step_avg:720.91ms
step:35332/40500 train_loss:1.5889 aux_loss:0.0022 train_time:25463966ms step_avg:720.91ms
step:35333/40500 train_loss:1.5400 aux_loss:0.0021 train_time:25464689ms step_avg:720.91ms
step:35334/40500 train_loss:1.5826 aux_loss:0.0021 train_time:25465411ms step_avg:720.91ms
step:35335/40500 train_loss:1.5110 aux_loss:0.0023 train_time:25466135ms step_avg:720.91ms
step:35336/40500 train_loss:1.5314 aux_loss:0.0022 train_time:25466860ms step_avg:720.91ms
step:35337/40500 train_loss:1.5483 aux_loss:0.0024 train_time:25467580ms step_avg:720.91ms
step:35338/40500 train_loss:1.5583 aux_loss:0.0024 train_time:25468302ms step_avg:720.91ms
step:35339/40500 train_loss:1.5842 aux_loss:0.0025 train_time:25469025ms step_avg:720.91ms
step:35340/40500 train_loss:1.5022 aux_loss:0.0024 train_time:25469748ms step_avg:720.91ms
step:35341/40500 train_loss:1.5725 aux_loss:0.0022 train_time:25470471ms step_avg:720.91ms
step:35342/40500 train_loss:1.5847 aux_loss:0.0024 train_time:25471197ms step_avg:720.91ms
step:35343/40500 train_loss:1.5941 aux_loss:0.0025 train_time:25471921ms step_avg:720.91ms
step:35344/40500 train_loss:1.5438 aux_loss:0.0026 train_time:25472642ms step_avg:720.91ms
step:35345/40500 train_loss:1.5127 aux_loss:0.0022 train_time:25473364ms step_avg:720.91ms
step:35346/40500 train_loss:1.5520 aux_loss:0.0023 train_time:25474086ms step_avg:720.91ms
step:35347/40500 train_loss:1.5453 aux_loss:0.0025 train_time:25474810ms step_avg:720.91ms
step:35348/40500 train_loss:1.5605 aux_loss:0.0024 train_time:25475537ms step_avg:720.91ms
step:35349/40500 train_loss:1.5468 aux_loss:0.0025 train_time:25476259ms step_avg:720.91ms
step:35350/40500 train_loss:1.5496 aux_loss:0.0024 train_time:25476981ms step_avg:720.91ms
step:35351/40500 train_loss:1.5254 aux_loss:0.0025 train_time:25477703ms step_avg:720.91ms
step:35352/40500 train_loss:1.5315 aux_loss:0.0024 train_time:25478427ms step_avg:720.91ms
step:35353/40500 train_loss:1.5314 aux_loss:0.0024 train_time:25479151ms step_avg:720.91ms
step:35354/40500 train_loss:1.5443 aux_loss:0.0022 train_time:25479876ms step_avg:720.91ms
step:35355/40500 train_loss:1.5322 aux_loss:0.0023 train_time:25480598ms step_avg:720.91ms
step:35356/40500 train_loss:1.5005 aux_loss:0.0023 train_time:25481321ms step_avg:720.91ms
step:35357/40500 train_loss:1.5548 aux_loss:0.0024 train_time:25482044ms step_avg:720.91ms
step:35358/40500 train_loss:1.5918 aux_loss:0.0023 train_time:25482772ms step_avg:720.91ms
step:35359/40500 train_loss:1.5365 aux_loss:0.0025 train_time:25483497ms step_avg:720.91ms
step:35360/40500 train_loss:1.5821 aux_loss:0.0025 train_time:25484218ms step_avg:720.91ms
step:35361/40500 train_loss:1.5793 aux_loss:0.0022 train_time:25484939ms step_avg:720.91ms
step:35362/40500 train_loss:1.5760 aux_loss:0.0022 train_time:25485663ms step_avg:720.91ms
step:35363/40500 train_loss:1.5474 aux_loss:0.0022 train_time:25486385ms step_avg:720.91ms
step:35364/40500 train_loss:1.4660 aux_loss:0.0021 train_time:25487109ms step_avg:720.91ms
step:35365/40500 train_loss:1.5394 aux_loss:0.0022 train_time:25487835ms step_avg:720.91ms
step:35366/40500 train_loss:1.4902 aux_loss:0.0028 train_time:25488557ms step_avg:720.91ms
step:35367/40500 train_loss:1.5940 aux_loss:0.0024 train_time:25489277ms step_avg:720.91ms
step:35368/40500 train_loss:1.5295 aux_loss:0.0023 train_time:25489999ms step_avg:720.91ms
step:35369/40500 train_loss:1.6014 aux_loss:0.0025 train_time:25490721ms step_avg:720.91ms
step:35370/40500 train_loss:1.5451 aux_loss:0.0024 train_time:25491444ms step_avg:720.91ms
step:35371/40500 train_loss:1.5526 aux_loss:0.0024 train_time:25492169ms step_avg:720.91ms
step:35372/40500 train_loss:1.5596 aux_loss:0.0023 train_time:25492894ms step_avg:720.91ms
step:35373/40500 train_loss:1.4960 aux_loss:0.0024 train_time:25493613ms step_avg:720.91ms
step:35374/40500 train_loss:1.5181 aux_loss:0.0023 train_time:25494335ms step_avg:720.91ms
step:35375/40500 train_loss:1.5384 aux_loss:0.0025 train_time:25495058ms step_avg:720.91ms
step:35376/40500 train_loss:1.5537 aux_loss:0.0025 train_time:25495782ms step_avg:720.91ms
step:35377/40500 train_loss:1.4909 aux_loss:0.0024 train_time:25496508ms step_avg:720.91ms
step:35378/40500 train_loss:1.5558 aux_loss:0.0024 train_time:25497232ms step_avg:720.91ms
step:35379/40500 train_loss:1.5644 aux_loss:0.0028 train_time:25497954ms step_avg:720.91ms
step:35380/40500 train_loss:1.5307 aux_loss:0.0029 train_time:25498675ms step_avg:720.91ms
step:35381/40500 train_loss:1.5597 aux_loss:0.0025 train_time:25499398ms step_avg:720.91ms
step:35382/40500 train_loss:1.5843 aux_loss:0.0026 train_time:25500123ms step_avg:720.91ms
step:35383/40500 train_loss:1.5249 aux_loss:0.0026 train_time:25500847ms step_avg:720.91ms
step:35384/40500 train_loss:1.5028 aux_loss:0.0024 train_time:25501572ms step_avg:720.91ms
step:35385/40500 train_loss:1.5395 aux_loss:0.0024 train_time:25502293ms step_avg:720.91ms
step:35386/40500 train_loss:1.5805 aux_loss:0.0023 train_time:25503017ms step_avg:720.91ms
step:35387/40500 train_loss:1.5297 aux_loss:0.0026 train_time:25503741ms step_avg:720.91ms
step:35388/40500 train_loss:1.5299 aux_loss:0.0022 train_time:25504464ms step_avg:720.91ms
step:35389/40500 train_loss:1.5879 aux_loss:0.0023 train_time:25505190ms step_avg:720.91ms
step:35390/40500 train_loss:1.5217 aux_loss:0.0024 train_time:25505911ms step_avg:720.91ms
step:35391/40500 train_loss:1.5211 aux_loss:0.0021 train_time:25506631ms step_avg:720.91ms
step:35392/40500 train_loss:1.5224 aux_loss:0.0022 train_time:25507354ms step_avg:720.91ms
step:35393/40500 train_loss:1.5829 aux_loss:0.0024 train_time:25508077ms step_avg:720.91ms
step:35394/40500 train_loss:1.5389 aux_loss:0.0023 train_time:25508801ms step_avg:720.91ms
step:35395/40500 train_loss:1.5177 aux_loss:0.0025 train_time:25509528ms step_avg:720.91ms
step:35396/40500 train_loss:1.5623 aux_loss:0.0025 train_time:25510250ms step_avg:720.91ms
step:35397/40500 train_loss:1.5645 aux_loss:0.0031 train_time:25510970ms step_avg:720.91ms
step:35398/40500 train_loss:1.6413 aux_loss:0.0022 train_time:25511692ms step_avg:720.91ms
step:35399/40500 train_loss:1.5266 aux_loss:0.0021 train_time:25512416ms step_avg:720.91ms
step:35400/40500 train_loss:1.5834 aux_loss:0.0025 train_time:25513140ms step_avg:720.91ms
step:35401/40500 train_loss:1.5354 aux_loss:0.0022 train_time:25513867ms step_avg:720.91ms
step:35402/40500 train_loss:1.5067 aux_loss:0.0023 train_time:25514589ms step_avg:720.91ms
step:35403/40500 train_loss:1.5431 aux_loss:0.0023 train_time:25515308ms step_avg:720.91ms
step:35404/40500 train_loss:1.4987 aux_loss:0.0024 train_time:25516029ms step_avg:720.91ms
step:35405/40500 train_loss:1.5912 aux_loss:0.0026 train_time:25516752ms step_avg:720.91ms
step:35406/40500 train_loss:1.5327 aux_loss:0.0028 train_time:25517475ms step_avg:720.91ms
step:35407/40500 train_loss:1.5274 aux_loss:0.0024 train_time:25518199ms step_avg:720.91ms
step:35408/40500 train_loss:1.5711 aux_loss:0.0024 train_time:25518922ms step_avg:720.91ms
step:35409/40500 train_loss:1.5541 aux_loss:0.0026 train_time:25519644ms step_avg:720.91ms
step:35410/40500 train_loss:1.5610 aux_loss:0.0022 train_time:25520366ms step_avg:720.91ms
step:35411/40500 train_loss:1.5042 aux_loss:0.0024 train_time:25521089ms step_avg:720.91ms
step:35412/40500 train_loss:1.5485 aux_loss:0.0022 train_time:25521812ms step_avg:720.91ms
step:35413/40500 train_loss:1.5324 aux_loss:0.0024 train_time:25522536ms step_avg:720.91ms
step:35414/40500 train_loss:1.5912 aux_loss:0.0023 train_time:25523263ms step_avg:720.91ms
step:35415/40500 train_loss:1.5176 aux_loss:0.0023 train_time:25523986ms step_avg:720.91ms
step:35416/40500 train_loss:1.5144 aux_loss:0.0023 train_time:25524709ms step_avg:720.91ms
step:35417/40500 train_loss:1.5046 aux_loss:0.0022 train_time:25525432ms step_avg:720.91ms
step:35418/40500 train_loss:1.5657 aux_loss:0.0025 train_time:25526155ms step_avg:720.91ms
step:35419/40500 train_loss:1.5475 aux_loss:0.0024 train_time:25526879ms step_avg:720.91ms
step:35420/40500 train_loss:1.5671 aux_loss:0.0023 train_time:25527603ms step_avg:720.92ms
step:35421/40500 train_loss:1.5605 aux_loss:0.0023 train_time:25528325ms step_avg:720.92ms
step:35422/40500 train_loss:1.5932 aux_loss:0.0031 train_time:25529050ms step_avg:720.92ms
step:35423/40500 train_loss:1.5243 aux_loss:0.0023 train_time:25529773ms step_avg:720.92ms
step:35424/40500 train_loss:1.5869 aux_loss:0.0028 train_time:25530498ms step_avg:720.92ms
step:35425/40500 train_loss:1.5955 aux_loss:0.0023 train_time:25531224ms step_avg:720.92ms
step:35426/40500 train_loss:1.5579 aux_loss:0.0023 train_time:25531946ms step_avg:720.92ms
step:35427/40500 train_loss:1.5632 aux_loss:0.0023 train_time:25532670ms step_avg:720.92ms
step:35428/40500 train_loss:1.4833 aux_loss:0.0024 train_time:25533394ms step_avg:720.92ms
step:35429/40500 train_loss:1.5526 aux_loss:0.0024 train_time:25534120ms step_avg:720.92ms
step:35430/40500 train_loss:1.5086 aux_loss:0.0030 train_time:25534843ms step_avg:720.92ms
step:35431/40500 train_loss:1.5377 aux_loss:0.0023 train_time:25535565ms step_avg:720.92ms
step:35432/40500 train_loss:1.5779 aux_loss:0.0025 train_time:25536289ms step_avg:720.92ms
step:35433/40500 train_loss:1.5298 aux_loss:0.0024 train_time:25537011ms step_avg:720.92ms
step:35434/40500 train_loss:1.5588 aux_loss:0.0025 train_time:25537736ms step_avg:720.92ms
step:35435/40500 train_loss:1.5223 aux_loss:0.0023 train_time:25538461ms step_avg:720.92ms
step:35436/40500 train_loss:1.5191 aux_loss:0.0023 train_time:25539182ms step_avg:720.92ms
step:35437/40500 train_loss:1.5135 aux_loss:0.0022 train_time:25539904ms step_avg:720.92ms
step:35438/40500 train_loss:1.4492 aux_loss:0.0022 train_time:25540627ms step_avg:720.92ms
step:35439/40500 train_loss:1.5496 aux_loss:0.0024 train_time:25541351ms step_avg:720.92ms
step:35440/40500 train_loss:1.5557 aux_loss:0.0025 train_time:25542076ms step_avg:720.92ms
step:35441/40500 train_loss:1.5066 aux_loss:0.0022 train_time:25542800ms step_avg:720.92ms
step:35442/40500 train_loss:1.5613 aux_loss:0.0022 train_time:25543524ms step_avg:720.92ms
step:35443/40500 train_loss:1.5791 aux_loss:0.0025 train_time:25544249ms step_avg:720.92ms
step:35444/40500 train_loss:1.5693 aux_loss:0.0026 train_time:25544972ms step_avg:720.92ms
step:35445/40500 train_loss:1.5287 aux_loss:0.0025 train_time:25545694ms step_avg:720.92ms
step:35446/40500 train_loss:1.5221 aux_loss:0.0026 train_time:25546417ms step_avg:720.92ms
step:35447/40500 train_loss:1.5497 aux_loss:0.0027 train_time:25547140ms step_avg:720.92ms
step:35448/40500 train_loss:1.5126 aux_loss:0.0024 train_time:25547861ms step_avg:720.92ms
step:35449/40500 train_loss:1.5455 aux_loss:0.0024 train_time:25548584ms step_avg:720.92ms
step:35450/40500 train_loss:1.5397 aux_loss:0.0024 train_time:25549307ms step_avg:720.92ms
step:35451/40500 train_loss:1.5453 aux_loss:0.0022 train_time:25550029ms step_avg:720.92ms
step:35452/40500 train_loss:1.4958 aux_loss:0.0024 train_time:25550754ms step_avg:720.92ms
step:35453/40500 train_loss:1.5445 aux_loss:0.0024 train_time:25551477ms step_avg:720.92ms
step:35454/40500 train_loss:1.5337 aux_loss:0.0023 train_time:25552199ms step_avg:720.92ms
step:35455/40500 train_loss:1.5716 aux_loss:0.0025 train_time:25552922ms step_avg:720.92ms
step:35456/40500 train_loss:1.5649 aux_loss:0.0025 train_time:25553644ms step_avg:720.92ms
step:35457/40500 train_loss:1.5358 aux_loss:0.0023 train_time:25554367ms step_avg:720.92ms
step:35458/40500 train_loss:1.5865 aux_loss:0.0027 train_time:25555090ms step_avg:720.92ms
step:35459/40500 train_loss:1.5608 aux_loss:0.0026 train_time:25555816ms step_avg:720.92ms
step:35460/40500 train_loss:1.5921 aux_loss:0.0026 train_time:25556538ms step_avg:720.92ms
step:35461/40500 train_loss:1.5099 aux_loss:0.0025 train_time:25557263ms step_avg:720.92ms
step:35462/40500 train_loss:1.5546 aux_loss:0.0024 train_time:25557984ms step_avg:720.92ms
step:35463/40500 train_loss:1.5587 aux_loss:0.0035 train_time:25558711ms step_avg:720.92ms
step:35464/40500 train_loss:1.5320 aux_loss:0.0024 train_time:25559436ms step_avg:720.92ms
step:35465/40500 train_loss:1.5383 aux_loss:0.0027 train_time:25560158ms step_avg:720.92ms
step:35466/40500 train_loss:1.5145 aux_loss:0.0024 train_time:25560879ms step_avg:720.92ms
step:35467/40500 train_loss:1.5701 aux_loss:0.0026 train_time:25561602ms step_avg:720.92ms
step:35468/40500 train_loss:1.5788 aux_loss:0.0026 train_time:25562325ms step_avg:720.92ms
step:35469/40500 train_loss:1.5437 aux_loss:0.0025 train_time:25563052ms step_avg:720.92ms
step:35470/40500 train_loss:1.5525 aux_loss:0.0026 train_time:25563775ms step_avg:720.92ms
step:35471/40500 train_loss:1.4717 aux_loss:0.0024 train_time:25564496ms step_avg:720.92ms
step:35472/40500 train_loss:1.5090 aux_loss:0.0024 train_time:25565218ms step_avg:720.92ms
step:35473/40500 train_loss:1.5621 aux_loss:0.0023 train_time:25565941ms step_avg:720.92ms
step:35474/40500 train_loss:1.4696 aux_loss:0.0022 train_time:25566666ms step_avg:720.92ms
step:35475/40500 train_loss:1.4961 aux_loss:0.0022 train_time:25567393ms step_avg:720.92ms
step:35476/40500 train_loss:1.4934 aux_loss:0.0022 train_time:25568117ms step_avg:720.92ms
step:35477/40500 train_loss:1.5325 aux_loss:0.0027 train_time:25568841ms step_avg:720.92ms
step:35478/40500 train_loss:1.5056 aux_loss:0.0026 train_time:25569566ms step_avg:720.92ms
step:35479/40500 train_loss:1.5821 aux_loss:0.0024 train_time:25570292ms step_avg:720.92ms
step:35480/40500 train_loss:1.4714 aux_loss:0.0024 train_time:25571014ms step_avg:720.92ms
step:35481/40500 train_loss:1.5366 aux_loss:0.0022 train_time:25571738ms step_avg:720.92ms
step:35482/40500 train_loss:1.5360 aux_loss:0.0022 train_time:25572463ms step_avg:720.92ms
step:35483/40500 train_loss:1.5381 aux_loss:0.0022 train_time:25573188ms step_avg:720.92ms
step:35484/40500 train_loss:1.5111 aux_loss:0.0022 train_time:25573913ms step_avg:720.92ms
step:35485/40500 train_loss:1.5391 aux_loss:0.0023 train_time:25574632ms step_avg:720.92ms
step:35486/40500 train_loss:1.5877 aux_loss:0.0025 train_time:25575353ms step_avg:720.92ms
step:35487/40500 train_loss:1.5473 aux_loss:0.0024 train_time:25576076ms step_avg:720.92ms
step:35488/40500 train_loss:1.5514 aux_loss:0.0024 train_time:25576800ms step_avg:720.92ms
step:35489/40500 train_loss:1.5277 aux_loss:0.0025 train_time:25577524ms step_avg:720.92ms
step:35490/40500 train_loss:1.4964 aux_loss:0.0025 train_time:25578249ms step_avg:720.92ms
step:35491/40500 train_loss:1.5690 aux_loss:0.0022 train_time:25578971ms step_avg:720.92ms
step:35492/40500 train_loss:1.5925 aux_loss:0.0023 train_time:25579693ms step_avg:720.92ms
step:35493/40500 train_loss:1.6031 aux_loss:0.0022 train_time:25580419ms step_avg:720.92ms
step:35494/40500 train_loss:1.5828 aux_loss:0.0024 train_time:25581145ms step_avg:720.92ms
step:35495/40500 train_loss:1.5013 aux_loss:0.0022 train_time:25581869ms step_avg:720.92ms
step:35496/40500 train_loss:1.5381 aux_loss:0.0022 train_time:25582593ms step_avg:720.92ms
step:35497/40500 train_loss:1.5408 aux_loss:0.0025 train_time:25583318ms step_avg:720.92ms
step:35498/40500 train_loss:1.5601 aux_loss:0.0026 train_time:25584043ms step_avg:720.92ms
step:35499/40500 train_loss:1.5214 aux_loss:0.0023 train_time:25584768ms step_avg:720.92ms
step:35500/40500 train_loss:1.4811 aux_loss:0.0023 train_time:25585493ms step_avg:720.92ms
step:35501/40500 train_loss:1.5034 aux_loss:0.0023 train_time:25586217ms step_avg:720.92ms
step:35502/40500 train_loss:1.5394 aux_loss:0.0024 train_time:25586942ms step_avg:720.92ms
step:35503/40500 train_loss:1.5666 aux_loss:0.0024 train_time:25587669ms step_avg:720.92ms
step:35504/40500 train_loss:1.5142 aux_loss:0.0022 train_time:25588391ms step_avg:720.92ms
step:35505/40500 train_loss:1.5399 aux_loss:0.0021 train_time:25589115ms step_avg:720.92ms
step:35506/40500 train_loss:1.4479 aux_loss:0.0022 train_time:25589840ms step_avg:720.92ms
step:35507/40500 train_loss:1.6053 aux_loss:0.0024 train_time:25590565ms step_avg:720.92ms
step:35508/40500 train_loss:1.6046 aux_loss:0.0024 train_time:25591286ms step_avg:720.92ms
step:35509/40500 train_loss:1.5182 aux_loss:0.0022 train_time:25592008ms step_avg:720.92ms
step:35510/40500 train_loss:1.5422 aux_loss:0.0022 train_time:25592732ms step_avg:720.92ms
step:35511/40500 train_loss:1.5191 aux_loss:0.0024 train_time:25593455ms step_avg:720.92ms
step:35512/40500 train_loss:1.5848 aux_loss:0.0025 train_time:25594183ms step_avg:720.92ms
step:35513/40500 train_loss:1.5544 aux_loss:0.0023 train_time:25594907ms step_avg:720.92ms
step:35514/40500 train_loss:1.4967 aux_loss:0.0025 train_time:25595632ms step_avg:720.92ms
step:35515/40500 train_loss:1.5864 aux_loss:0.0023 train_time:25596355ms step_avg:720.92ms
step:35516/40500 train_loss:1.5358 aux_loss:0.0032 train_time:25597083ms step_avg:720.92ms
step:35517/40500 train_loss:1.5311 aux_loss:0.0024 train_time:25597807ms step_avg:720.92ms
step:35518/40500 train_loss:1.5493 aux_loss:0.0023 train_time:25598531ms step_avg:720.92ms
step:35519/40500 train_loss:1.5574 aux_loss:0.0024 train_time:25599254ms step_avg:720.92ms
step:35520/40500 train_loss:1.5765 aux_loss:0.0025 train_time:25599983ms step_avg:720.92ms
step:35521/40500 train_loss:1.5559 aux_loss:0.0022 train_time:25600708ms step_avg:720.92ms
step:35522/40500 train_loss:1.5444 aux_loss:0.0022 train_time:25601430ms step_avg:720.92ms
step:35523/40500 train_loss:1.5003 aux_loss:0.0023 train_time:25602159ms step_avg:720.92ms
step:35524/40500 train_loss:1.5279 aux_loss:0.0023 train_time:25602884ms step_avg:720.92ms
step:35525/40500 train_loss:1.5302 aux_loss:0.0023 train_time:25603604ms step_avg:720.92ms
step:35526/40500 train_loss:1.5796 aux_loss:0.0023 train_time:25604326ms step_avg:720.92ms
step:35527/40500 train_loss:1.5622 aux_loss:0.0025 train_time:25605050ms step_avg:720.92ms
step:35528/40500 train_loss:1.5360 aux_loss:0.0024 train_time:25605775ms step_avg:720.92ms
step:35529/40500 train_loss:1.5659 aux_loss:0.0024 train_time:25606499ms step_avg:720.92ms
step:35530/40500 train_loss:1.5236 aux_loss:0.0023 train_time:25607222ms step_avg:720.92ms
step:35531/40500 train_loss:1.5507 aux_loss:0.0022 train_time:25607947ms step_avg:720.92ms
step:35532/40500 train_loss:1.5523 aux_loss:0.0023 train_time:25608670ms step_avg:720.92ms
step:35533/40500 train_loss:1.5085 aux_loss:0.0022 train_time:25609394ms step_avg:720.92ms
step:35534/40500 train_loss:1.5046 aux_loss:0.0024 train_time:25610121ms step_avg:720.92ms
step:35535/40500 train_loss:1.5437 aux_loss:0.0023 train_time:25610846ms step_avg:720.92ms
step:35536/40500 train_loss:1.5842 aux_loss:0.0024 train_time:25611569ms step_avg:720.92ms
step:35537/40500 train_loss:1.5557 aux_loss:0.0024 train_time:25612294ms step_avg:720.92ms
step:35538/40500 train_loss:1.5317 aux_loss:0.0023 train_time:25613020ms step_avg:720.92ms
step:35539/40500 train_loss:1.5541 aux_loss:0.0026 train_time:25613742ms step_avg:720.92ms
step:35540/40500 train_loss:1.5808 aux_loss:0.0023 train_time:25614464ms step_avg:720.92ms
step:35541/40500 train_loss:1.5697 aux_loss:0.0024 train_time:25615189ms step_avg:720.93ms
step:35542/40500 train_loss:1.5842 aux_loss:0.0024 train_time:25615915ms step_avg:720.93ms
step:35543/40500 train_loss:1.5801 aux_loss:0.0023 train_time:25616639ms step_avg:720.93ms
step:35544/40500 train_loss:1.5676 aux_loss:0.0023 train_time:25617362ms step_avg:720.93ms
step:35545/40500 train_loss:1.4985 aux_loss:0.0023 train_time:25618087ms step_avg:720.93ms
step:35546/40500 train_loss:1.5717 aux_loss:0.0024 train_time:25618810ms step_avg:720.93ms
step:35547/40500 train_loss:1.5770 aux_loss:0.0022 train_time:25619533ms step_avg:720.93ms
step:35548/40500 train_loss:1.5471 aux_loss:0.0022 train_time:25620257ms step_avg:720.93ms
step:35549/40500 train_loss:1.4983 aux_loss:0.0024 train_time:25620980ms step_avg:720.93ms
step:35550/40500 train_loss:1.5197 aux_loss:0.0024 train_time:25621703ms step_avg:720.93ms
step:35551/40500 train_loss:1.4879 aux_loss:0.0022 train_time:25622427ms step_avg:720.93ms
step:35552/40500 train_loss:1.5005 aux_loss:0.0022 train_time:25623152ms step_avg:720.93ms
step:35553/40500 train_loss:1.5773 aux_loss:0.0027 train_time:25623877ms step_avg:720.93ms
step:35554/40500 train_loss:1.5690 aux_loss:0.0023 train_time:25624597ms step_avg:720.93ms
step:35555/40500 train_loss:1.5426 aux_loss:0.0023 train_time:25625318ms step_avg:720.93ms
step:35556/40500 train_loss:1.5810 aux_loss:0.0023 train_time:25626041ms step_avg:720.93ms
step:35557/40500 train_loss:1.5261 aux_loss:0.0022 train_time:25626765ms step_avg:720.93ms
step:35558/40500 train_loss:1.5029 aux_loss:0.0022 train_time:25627489ms step_avg:720.93ms
step:35559/40500 train_loss:1.4716 aux_loss:0.0022 train_time:25628216ms step_avg:720.93ms
step:35560/40500 train_loss:1.5873 aux_loss:0.0023 train_time:25628940ms step_avg:720.93ms
step:35561/40500 train_loss:1.5162 aux_loss:0.0023 train_time:25629662ms step_avg:720.93ms
step:35562/40500 train_loss:1.5448 aux_loss:0.0022 train_time:25630387ms step_avg:720.93ms
step:35563/40500 train_loss:1.5295 aux_loss:0.0024 train_time:25631114ms step_avg:720.93ms
step:35564/40500 train_loss:1.5109 aux_loss:0.0023 train_time:25631836ms step_avg:720.93ms
step:35565/40500 train_loss:1.5196 aux_loss:0.0025 train_time:25632558ms step_avg:720.93ms
step:35566/40500 train_loss:1.5241 aux_loss:0.0023 train_time:25633282ms step_avg:720.93ms
step:35567/40500 train_loss:1.5703 aux_loss:0.0024 train_time:25634002ms step_avg:720.93ms
step:35568/40500 train_loss:1.5915 aux_loss:0.0023 train_time:25634724ms step_avg:720.93ms
step:35569/40500 train_loss:1.6210 aux_loss:0.0025 train_time:25635450ms step_avg:720.93ms
step:35570/40500 train_loss:1.5448 aux_loss:0.0023 train_time:25636174ms step_avg:720.93ms
step:35571/40500 train_loss:1.5409 aux_loss:0.0023 train_time:25636896ms step_avg:720.93ms
step:35572/40500 train_loss:1.5644 aux_loss:0.0023 train_time:25637619ms step_avg:720.93ms
step:35573/40500 train_loss:1.5899 aux_loss:0.0023 train_time:25638341ms step_avg:720.93ms
step:35574/40500 train_loss:1.5758 aux_loss:0.0024 train_time:25639063ms step_avg:720.93ms
step:35575/40500 train_loss:1.5884 aux_loss:0.0024 train_time:25639789ms step_avg:720.93ms
step:35576/40500 train_loss:1.5595 aux_loss:0.0029 train_time:25640514ms step_avg:720.93ms
step:35577/40500 train_loss:1.4798 aux_loss:0.0031 train_time:25641236ms step_avg:720.93ms
step:35578/40500 train_loss:1.5944 aux_loss:0.0024 train_time:25641959ms step_avg:720.93ms
step:35579/40500 train_loss:1.5456 aux_loss:0.0023 train_time:25642682ms step_avg:720.93ms
step:35580/40500 train_loss:1.4654 aux_loss:0.0023 train_time:25643406ms step_avg:720.93ms
step:35581/40500 train_loss:1.5373 aux_loss:0.0023 train_time:25644132ms step_avg:720.93ms
step:35582/40500 train_loss:1.5792 aux_loss:0.0023 train_time:25644854ms step_avg:720.93ms
step:35583/40500 train_loss:1.5317 aux_loss:0.0026 train_time:25645577ms step_avg:720.93ms
step:35584/40500 train_loss:1.5918 aux_loss:0.0025 train_time:25646301ms step_avg:720.93ms
step:35585/40500 train_loss:1.5054 aux_loss:0.0025 train_time:25647026ms step_avg:720.93ms
step:35586/40500 train_loss:1.5029 aux_loss:0.0022 train_time:25647751ms step_avg:720.93ms
step:35587/40500 train_loss:1.5210 aux_loss:0.0022 train_time:25648473ms step_avg:720.93ms
step:35588/40500 train_loss:1.5685 aux_loss:0.0022 train_time:25649195ms step_avg:720.93ms
step:35589/40500 train_loss:1.5688 aux_loss:0.0024 train_time:25649917ms step_avg:720.93ms
step:35590/40500 train_loss:1.5550 aux_loss:0.0021 train_time:25650641ms step_avg:720.93ms
step:35591/40500 train_loss:1.4874 aux_loss:0.0021 train_time:25651366ms step_avg:720.93ms
step:35592/40500 train_loss:1.6086 aux_loss:0.0023 train_time:25652090ms step_avg:720.93ms
step:35593/40500 train_loss:1.5956 aux_loss:0.0024 train_time:25652812ms step_avg:720.93ms
step:35594/40500 train_loss:1.5864 aux_loss:0.0024 train_time:25653534ms step_avg:720.93ms
step:35595/40500 train_loss:1.4728 aux_loss:0.0024 train_time:25654258ms step_avg:720.93ms
step:35596/40500 train_loss:1.5381 aux_loss:0.0023 train_time:25654979ms step_avg:720.93ms
step:35597/40500 train_loss:1.5547 aux_loss:0.0024 train_time:25655704ms step_avg:720.93ms
step:35598/40500 train_loss:1.5519 aux_loss:0.0023 train_time:25656428ms step_avg:720.93ms
step:35599/40500 train_loss:1.5241 aux_loss:0.0023 train_time:25657151ms step_avg:720.93ms
step:35600/40500 train_loss:1.5681 aux_loss:0.0024 train_time:25657871ms step_avg:720.93ms
step:35601/40500 train_loss:1.5212 aux_loss:0.0027 train_time:25658594ms step_avg:720.93ms
step:35602/40500 train_loss:1.5593 aux_loss:0.0024 train_time:25659317ms step_avg:720.93ms
step:35603/40500 train_loss:1.5547 aux_loss:0.0023 train_time:25660037ms step_avg:720.93ms
step:35604/40500 train_loss:1.6137 aux_loss:0.0023 train_time:25660761ms step_avg:720.93ms
step:35605/40500 train_loss:1.5350 aux_loss:0.0022 train_time:25661487ms step_avg:720.93ms
step:35606/40500 train_loss:1.5833 aux_loss:0.0025 train_time:25662208ms step_avg:720.93ms
step:35607/40500 train_loss:1.5612 aux_loss:0.0023 train_time:25662930ms step_avg:720.93ms
step:35608/40500 train_loss:1.5230 aux_loss:0.0024 train_time:25663655ms step_avg:720.93ms
step:35609/40500 train_loss:1.5850 aux_loss:0.0027 train_time:25664383ms step_avg:720.93ms
step:35610/40500 train_loss:1.6003 aux_loss:0.0025 train_time:25665107ms step_avg:720.93ms
step:35611/40500 train_loss:1.5876 aux_loss:0.0025 train_time:25665827ms step_avg:720.93ms
step:35612/40500 train_loss:1.5104 aux_loss:0.0023 train_time:25666549ms step_avg:720.93ms
step:35613/40500 train_loss:1.5217 aux_loss:0.0024 train_time:25667271ms step_avg:720.93ms
step:35614/40500 train_loss:1.5585 aux_loss:0.0026 train_time:25667991ms step_avg:720.93ms
step:35615/40500 train_loss:1.5145 aux_loss:0.0023 train_time:25668713ms step_avg:720.93ms
step:35616/40500 train_loss:1.5448 aux_loss:0.0023 train_time:25669437ms step_avg:720.93ms
step:35617/40500 train_loss:1.4819 aux_loss:0.0024 train_time:25670163ms step_avg:720.93ms
step:35618/40500 train_loss:1.5858 aux_loss:0.0025 train_time:25670886ms step_avg:720.93ms
step:35619/40500 train_loss:1.5436 aux_loss:0.0024 train_time:25671610ms step_avg:720.93ms
step:35620/40500 train_loss:1.5190 aux_loss:0.0026 train_time:25672333ms step_avg:720.93ms
step:35621/40500 train_loss:1.5285 aux_loss:0.0023 train_time:25673055ms step_avg:720.93ms
step:35622/40500 train_loss:1.5418 aux_loss:0.0024 train_time:25673784ms step_avg:720.93ms
step:35623/40500 train_loss:1.5506 aux_loss:0.0025 train_time:25674505ms step_avg:720.93ms
step:35624/40500 train_loss:1.4830 aux_loss:0.0026 train_time:25675224ms step_avg:720.93ms
step:35625/40500 train_loss:1.5217 aux_loss:0.0023 train_time:25675947ms step_avg:720.93ms
step:35626/40500 train_loss:1.5905 aux_loss:0.0023 train_time:25676667ms step_avg:720.93ms
step:35627/40500 train_loss:1.5499 aux_loss:0.0023 train_time:25677388ms step_avg:720.93ms
step:35628/40500 train_loss:1.5579 aux_loss:0.0021 train_time:25678113ms step_avg:720.93ms
step:35629/40500 train_loss:1.5141 aux_loss:0.0024 train_time:25678838ms step_avg:720.93ms
step:35630/40500 train_loss:1.5422 aux_loss:0.0028 train_time:25679563ms step_avg:720.93ms
step:35631/40500 train_loss:1.5673 aux_loss:0.0024 train_time:25680284ms step_avg:720.93ms
step:35632/40500 train_loss:1.5530 aux_loss:0.0026 train_time:25681008ms step_avg:720.93ms
step:35633/40500 train_loss:1.5280 aux_loss:0.0023 train_time:25681733ms step_avg:720.93ms
step:35634/40500 train_loss:1.5228 aux_loss:0.0023 train_time:25682457ms step_avg:720.93ms
step:35635/40500 train_loss:1.6245 aux_loss:0.0024 train_time:25683180ms step_avg:720.93ms
step:35636/40500 train_loss:1.5462 aux_loss:0.0023 train_time:25683900ms step_avg:720.93ms
step:35637/40500 train_loss:1.5216 aux_loss:0.0025 train_time:25684624ms step_avg:720.93ms
step:35638/40500 train_loss:1.5967 aux_loss:0.0025 train_time:25685346ms step_avg:720.93ms
step:35639/40500 train_loss:1.5250 aux_loss:0.0023 train_time:25686065ms step_avg:720.93ms
step:35640/40500 train_loss:1.5615 aux_loss:0.0025 train_time:25686788ms step_avg:720.93ms
step:35641/40500 train_loss:1.4948 aux_loss:0.0022 train_time:25687512ms step_avg:720.93ms
step:35642/40500 train_loss:1.5308 aux_loss:0.0023 train_time:25688236ms step_avg:720.93ms
step:35643/40500 train_loss:1.5381 aux_loss:0.0025 train_time:25688960ms step_avg:720.93ms
step:35644/40500 train_loss:1.5343 aux_loss:0.0023 train_time:25689684ms step_avg:720.93ms
step:35645/40500 train_loss:1.5190 aux_loss:0.0026 train_time:25690406ms step_avg:720.93ms
step:35646/40500 train_loss:1.5736 aux_loss:0.0026 train_time:25691129ms step_avg:720.93ms
step:35647/40500 train_loss:1.5096 aux_loss:0.0024 train_time:25691854ms step_avg:720.93ms
step:35648/40500 train_loss:1.5640 aux_loss:0.0024 train_time:25692577ms step_avg:720.93ms
step:35649/40500 train_loss:1.5351 aux_loss:0.0025 train_time:25693301ms step_avg:720.93ms
step:35650/40500 train_loss:1.5552 aux_loss:0.0026 train_time:25694024ms step_avg:720.93ms
step:35651/40500 train_loss:1.5304 aux_loss:0.0023 train_time:25694748ms step_avg:720.93ms
step:35652/40500 train_loss:1.5060 aux_loss:0.0023 train_time:25695474ms step_avg:720.93ms
step:35653/40500 train_loss:1.5102 aux_loss:0.0032 train_time:25696198ms step_avg:720.93ms
step:35654/40500 train_loss:1.4914 aux_loss:0.0023 train_time:25696921ms step_avg:720.93ms
step:35655/40500 train_loss:1.5476 aux_loss:0.0023 train_time:25697645ms step_avg:720.93ms
step:35656/40500 train_loss:1.5380 aux_loss:0.0023 train_time:25698370ms step_avg:720.93ms
step:35657/40500 train_loss:1.5266 aux_loss:0.0023 train_time:25699095ms step_avg:720.93ms
step:35658/40500 train_loss:1.5361 aux_loss:0.0024 train_time:25699820ms step_avg:720.93ms
step:35659/40500 train_loss:1.5981 aux_loss:0.0024 train_time:25700543ms step_avg:720.93ms
step:35660/40500 train_loss:1.5323 aux_loss:0.0027 train_time:25701267ms step_avg:720.93ms
step:35661/40500 train_loss:1.5454 aux_loss:0.0025 train_time:25701995ms step_avg:720.93ms
step:35662/40500 train_loss:1.5629 aux_loss:0.0025 train_time:25702715ms step_avg:720.93ms
step:35663/40500 train_loss:1.5280 aux_loss:0.0023 train_time:25703437ms step_avg:720.93ms
step:35664/40500 train_loss:1.5245 aux_loss:0.0025 train_time:25704161ms step_avg:720.93ms
step:35665/40500 train_loss:1.5272 aux_loss:0.0023 train_time:25704886ms step_avg:720.93ms
step:35666/40500 train_loss:1.5584 aux_loss:0.0024 train_time:25705611ms step_avg:720.93ms
step:35667/40500 train_loss:1.5078 aux_loss:0.0025 train_time:25706335ms step_avg:720.93ms
step:35668/40500 train_loss:1.5241 aux_loss:0.0023 train_time:25707054ms step_avg:720.93ms
step:35669/40500 train_loss:1.5024 aux_loss:0.0025 train_time:25707776ms step_avg:720.93ms
step:35670/40500 train_loss:1.5097 aux_loss:0.0029 train_time:25708500ms step_avg:720.93ms
step:35671/40500 train_loss:1.5095 aux_loss:0.0023 train_time:25709224ms step_avg:720.93ms
step:35672/40500 train_loss:1.5187 aux_loss:0.0024 train_time:25709951ms step_avg:720.93ms
step:35673/40500 train_loss:1.5088 aux_loss:0.0024 train_time:25710674ms step_avg:720.93ms
step:35674/40500 train_loss:1.5576 aux_loss:0.0025 train_time:25711398ms step_avg:720.93ms
step:35675/40500 train_loss:1.5369 aux_loss:0.0024 train_time:25712122ms step_avg:720.93ms
step:35676/40500 train_loss:1.5758 aux_loss:0.0025 train_time:25712847ms step_avg:720.93ms
step:35677/40500 train_loss:1.6018 aux_loss:0.0025 train_time:25713572ms step_avg:720.93ms
step:35678/40500 train_loss:1.5386 aux_loss:0.0024 train_time:25714295ms step_avg:720.93ms
step:35679/40500 train_loss:1.5843 aux_loss:0.0024 train_time:25715020ms step_avg:720.93ms
step:35680/40500 train_loss:1.5200 aux_loss:0.0024 train_time:25715745ms step_avg:720.93ms
step:35681/40500 train_loss:1.5679 aux_loss:0.0024 train_time:25716471ms step_avg:720.93ms
step:35682/40500 train_loss:1.5557 aux_loss:0.0024 train_time:25717193ms step_avg:720.93ms
step:35683/40500 train_loss:1.5205 aux_loss:0.0023 train_time:25717915ms step_avg:720.94ms
step:35684/40500 train_loss:1.5289 aux_loss:0.0023 train_time:25718639ms step_avg:720.94ms
step:35685/40500 train_loss:1.5676 aux_loss:0.0031 train_time:25719365ms step_avg:720.94ms
step:35686/40500 train_loss:1.5744 aux_loss:0.0025 train_time:25720089ms step_avg:720.94ms
step:35687/40500 train_loss:1.5956 aux_loss:0.0026 train_time:25720812ms step_avg:720.94ms
step:35688/40500 train_loss:1.5370 aux_loss:0.0024 train_time:25721536ms step_avg:720.94ms
step:35689/40500 train_loss:1.5637 aux_loss:0.0023 train_time:25722260ms step_avg:720.94ms
step:35690/40500 train_loss:1.6110 aux_loss:0.0027 train_time:25722987ms step_avg:720.94ms
step:35691/40500 train_loss:1.4992 aux_loss:0.0025 train_time:25723711ms step_avg:720.94ms
step:35692/40500 train_loss:1.4995 aux_loss:0.0023 train_time:25724434ms step_avg:720.94ms
step:35693/40500 train_loss:1.5281 aux_loss:0.0024 train_time:25725158ms step_avg:720.94ms
step:35694/40500 train_loss:1.6068 aux_loss:0.0025 train_time:25725885ms step_avg:720.94ms
step:35695/40500 train_loss:1.5608 aux_loss:0.0025 train_time:25726609ms step_avg:720.94ms
step:35696/40500 train_loss:1.5754 aux_loss:0.0025 train_time:25727331ms step_avg:720.94ms
step:35697/40500 train_loss:1.5582 aux_loss:0.0023 train_time:25728055ms step_avg:720.94ms
step:35698/40500 train_loss:1.5831 aux_loss:0.0021 train_time:25728781ms step_avg:720.94ms
step:35699/40500 train_loss:1.5455 aux_loss:0.0025 train_time:25729506ms step_avg:720.94ms
step:35700/40500 train_loss:1.5836 aux_loss:0.0022 train_time:25730228ms step_avg:720.94ms
step:35701/40500 train_loss:1.5131 aux_loss:0.0023 train_time:25730950ms step_avg:720.94ms
step:35702/40500 train_loss:1.5443 aux_loss:0.0023 train_time:25731674ms step_avg:720.94ms
step:35703/40500 train_loss:1.5385 aux_loss:0.0024 train_time:25732398ms step_avg:720.94ms
step:35704/40500 train_loss:1.5660 aux_loss:0.0025 train_time:25733123ms step_avg:720.94ms
step:35705/40500 train_loss:1.5742 aux_loss:0.0027 train_time:25733847ms step_avg:720.94ms
step:35706/40500 train_loss:1.4889 aux_loss:0.0022 train_time:25734571ms step_avg:720.94ms
step:35707/40500 train_loss:1.5962 aux_loss:0.0023 train_time:25735295ms step_avg:720.94ms
step:35708/40500 train_loss:1.5361 aux_loss:0.0025 train_time:25736017ms step_avg:720.94ms
step:35709/40500 train_loss:1.5506 aux_loss:0.0021 train_time:25736745ms step_avg:720.94ms
step:35710/40500 train_loss:1.5685 aux_loss:0.0024 train_time:25737468ms step_avg:720.94ms
step:35711/40500 train_loss:1.5109 aux_loss:0.0022 train_time:25738191ms step_avg:720.94ms
step:35712/40500 train_loss:1.5140 aux_loss:0.0023 train_time:25738916ms step_avg:720.94ms
step:35713/40500 train_loss:1.5733 aux_loss:0.0026 train_time:25739640ms step_avg:720.94ms
step:35714/40500 train_loss:1.4882 aux_loss:0.0024 train_time:25740364ms step_avg:720.94ms
step:35715/40500 train_loss:1.5440 aux_loss:0.0024 train_time:25741086ms step_avg:720.94ms
step:35716/40500 train_loss:1.5506 aux_loss:0.0024 train_time:25741808ms step_avg:720.94ms
step:35717/40500 train_loss:1.5409 aux_loss:0.0022 train_time:25742533ms step_avg:720.94ms
step:35718/40500 train_loss:1.5949 aux_loss:0.0024 train_time:25743256ms step_avg:720.94ms
step:35719/40500 train_loss:1.4934 aux_loss:0.0024 train_time:25743980ms step_avg:720.94ms
step:35720/40500 train_loss:1.5511 aux_loss:0.0023 train_time:25744703ms step_avg:720.94ms
step:35721/40500 train_loss:1.5415 aux_loss:0.0024 train_time:25745425ms step_avg:720.94ms
step:35722/40500 train_loss:1.5221 aux_loss:0.0024 train_time:25746149ms step_avg:720.94ms
step:35723/40500 train_loss:1.5963 aux_loss:0.0024 train_time:25746875ms step_avg:720.94ms
step:35724/40500 train_loss:1.5577 aux_loss:0.0023 train_time:25747601ms step_avg:720.94ms
step:35725/40500 train_loss:1.5830 aux_loss:0.0024 train_time:25748323ms step_avg:720.94ms
step:35726/40500 train_loss:1.5744 aux_loss:0.0024 train_time:25749043ms step_avg:720.94ms
step:35727/40500 train_loss:1.5779 aux_loss:0.0024 train_time:25749768ms step_avg:720.94ms
step:35728/40500 train_loss:1.5137 aux_loss:0.0023 train_time:25750491ms step_avg:720.94ms
step:35729/40500 train_loss:1.4969 aux_loss:0.0024 train_time:25751216ms step_avg:720.94ms
step:35730/40500 train_loss:1.5510 aux_loss:0.0024 train_time:25751940ms step_avg:720.94ms
step:35731/40500 train_loss:1.5372 aux_loss:0.0026 train_time:25752663ms step_avg:720.94ms
step:35732/40500 train_loss:1.5311 aux_loss:0.0025 train_time:25753386ms step_avg:720.94ms
step:35733/40500 train_loss:1.5743 aux_loss:0.0024 train_time:25754109ms step_avg:720.94ms
step:35734/40500 train_loss:1.5126 aux_loss:0.0025 train_time:25754833ms step_avg:720.94ms
step:35735/40500 train_loss:1.5506 aux_loss:0.0025 train_time:25755559ms step_avg:720.94ms
step:35736/40500 train_loss:1.5571 aux_loss:0.0025 train_time:25756281ms step_avg:720.94ms
step:35737/40500 train_loss:1.5575 aux_loss:0.0024 train_time:25757001ms step_avg:720.94ms
step:35738/40500 train_loss:1.5519 aux_loss:0.0023 train_time:25757721ms step_avg:720.94ms
step:35739/40500 train_loss:1.5521 aux_loss:0.0025 train_time:25758442ms step_avg:720.94ms
step:35740/40500 train_loss:1.5471 aux_loss:0.0028 train_time:25759164ms step_avg:720.94ms
step:35741/40500 train_loss:1.5104 aux_loss:0.0024 train_time:25759886ms step_avg:720.94ms
step:35742/40500 train_loss:1.5298 aux_loss:0.0024 train_time:25760609ms step_avg:720.94ms
step:35743/40500 train_loss:1.5390 aux_loss:0.0023 train_time:25761334ms step_avg:720.94ms
step:35744/40500 train_loss:1.5347 aux_loss:0.0023 train_time:25762056ms step_avg:720.94ms
step:35745/40500 train_loss:1.5526 aux_loss:0.0025 train_time:25762779ms step_avg:720.94ms
step:35746/40500 train_loss:1.5433 aux_loss:0.0025 train_time:25763501ms step_avg:720.94ms
step:35747/40500 train_loss:1.4913 aux_loss:0.0028 train_time:25764222ms step_avg:720.94ms
step:35748/40500 train_loss:1.5254 aux_loss:0.0023 train_time:25764945ms step_avg:720.94ms
step:35749/40500 train_loss:1.4846 aux_loss:0.0025 train_time:25765668ms step_avg:720.94ms
step:35750/40500 train_loss:1.5177 aux_loss:0.0024 train_time:25766390ms step_avg:720.94ms
step:35751/40500 train_loss:1.5497 aux_loss:0.0025 train_time:25767115ms step_avg:720.94ms
step:35752/40500 train_loss:1.5721 aux_loss:0.0024 train_time:25767836ms step_avg:720.94ms
step:35753/40500 train_loss:1.4966 aux_loss:0.0023 train_time:25768558ms step_avg:720.94ms
step:35754/40500 train_loss:1.5840 aux_loss:0.0024 train_time:25769280ms step_avg:720.94ms
step:35755/40500 train_loss:1.5773 aux_loss:0.0022 train_time:25770003ms step_avg:720.94ms
step:35756/40500 train_loss:1.5233 aux_loss:0.0025 train_time:25770723ms step_avg:720.94ms
step:35757/40500 train_loss:1.5107 aux_loss:0.0025 train_time:25771446ms step_avg:720.94ms
step:35758/40500 train_loss:1.4839 aux_loss:0.0026 train_time:25772171ms step_avg:720.94ms
step:35759/40500 train_loss:1.5408 aux_loss:0.0025 train_time:25772895ms step_avg:720.94ms
step:35760/40500 train_loss:1.6813 aux_loss:0.0029 train_time:25773614ms step_avg:720.94ms
step:35761/40500 train_loss:1.5587 aux_loss:0.0024 train_time:25774335ms step_avg:720.94ms
step:35762/40500 train_loss:1.4158 aux_loss:0.0022 train_time:25775057ms step_avg:720.94ms
step:35763/40500 train_loss:1.5328 aux_loss:0.0023 train_time:25775777ms step_avg:720.94ms
step:35764/40500 train_loss:1.5164 aux_loss:0.0023 train_time:25776499ms step_avg:720.94ms
step:35765/40500 train_loss:1.5246 aux_loss:0.0022 train_time:25777221ms step_avg:720.94ms
step:35766/40500 train_loss:1.5388 aux_loss:0.0023 train_time:25777943ms step_avg:720.94ms
step:35767/40500 train_loss:1.5272 aux_loss:0.0022 train_time:25778664ms step_avg:720.94ms
step:35768/40500 train_loss:1.4979 aux_loss:0.0021 train_time:25779390ms step_avg:720.94ms
step:35769/40500 train_loss:1.5286 aux_loss:0.0021 train_time:25780112ms step_avg:720.94ms
step:35770/40500 train_loss:1.6218 aux_loss:0.0023 train_time:25780832ms step_avg:720.94ms
step:35771/40500 train_loss:1.5130 aux_loss:0.0024 train_time:25781553ms step_avg:720.94ms
step:35772/40500 train_loss:1.5120 aux_loss:0.0023 train_time:25782277ms step_avg:720.94ms
step:35773/40500 train_loss:1.6015 aux_loss:0.0025 train_time:25782995ms step_avg:720.94ms
step:35774/40500 train_loss:1.5153 aux_loss:0.0024 train_time:25783716ms step_avg:720.94ms
step:35775/40500 train_loss:1.5177 aux_loss:0.0028 train_time:25784438ms step_avg:720.94ms
step:35776/40500 train_loss:1.5035 aux_loss:0.0023 train_time:25785162ms step_avg:720.94ms
step:35777/40500 train_loss:1.5202 aux_loss:0.0023 train_time:25785884ms step_avg:720.94ms
step:35778/40500 train_loss:1.5061 aux_loss:0.0023 train_time:25786604ms step_avg:720.94ms
step:35779/40500 train_loss:1.5602 aux_loss:0.0023 train_time:25787329ms step_avg:720.94ms
step:35780/40500 train_loss:1.5409 aux_loss:0.0025 train_time:25788051ms step_avg:720.94ms
step:35781/40500 train_loss:1.5794 aux_loss:0.0023 train_time:25788771ms step_avg:720.94ms
step:35782/40500 train_loss:1.5916 aux_loss:0.0022 train_time:25789493ms step_avg:720.94ms
step:35783/40500 train_loss:1.5938 aux_loss:0.0024 train_time:25790216ms step_avg:720.94ms
step:35784/40500 train_loss:1.5086 aux_loss:0.0022 train_time:25790936ms step_avg:720.94ms
step:35785/40500 train_loss:1.4692 aux_loss:0.0022 train_time:25791660ms step_avg:720.94ms
step:35786/40500 train_loss:1.5847 aux_loss:0.0023 train_time:25792382ms step_avg:720.94ms
step:35787/40500 train_loss:1.5242 aux_loss:0.0022 train_time:25793103ms step_avg:720.94ms
step:35788/40500 train_loss:1.5804 aux_loss:0.0021 train_time:25793825ms step_avg:720.94ms
step:35789/40500 train_loss:1.5546 aux_loss:0.0023 train_time:25794549ms step_avg:720.94ms
step:35790/40500 train_loss:1.5598 aux_loss:0.0027 train_time:25795270ms step_avg:720.94ms
step:35791/40500 train_loss:1.5209 aux_loss:0.0023 train_time:25795990ms step_avg:720.94ms
step:35792/40500 train_loss:1.5176 aux_loss:0.0023 train_time:25796711ms step_avg:720.94ms
step:35793/40500 train_loss:1.5359 aux_loss:0.0025 train_time:25797432ms step_avg:720.94ms
step:35794/40500 train_loss:1.5876 aux_loss:0.0024 train_time:25798153ms step_avg:720.94ms
step:35795/40500 train_loss:1.5558 aux_loss:0.0024 train_time:25798875ms step_avg:720.94ms
step:35796/40500 train_loss:1.5666 aux_loss:0.0022 train_time:25799597ms step_avg:720.94ms
step:35797/40500 train_loss:1.5876 aux_loss:0.0022 train_time:25800320ms step_avg:720.94ms
step:35798/40500 train_loss:1.5270 aux_loss:0.0022 train_time:25801042ms step_avg:720.94ms
step:35799/40500 train_loss:1.6065 aux_loss:0.0037 train_time:25801766ms step_avg:720.94ms
step:35800/40500 train_loss:1.5214 aux_loss:0.0026 train_time:25802487ms step_avg:720.94ms
step:35801/40500 train_loss:1.5271 aux_loss:0.0023 train_time:25803207ms step_avg:720.94ms
step:35802/40500 train_loss:1.5862 aux_loss:0.0022 train_time:25803929ms step_avg:720.94ms
step:35803/40500 train_loss:1.5646 aux_loss:0.0022 train_time:25804650ms step_avg:720.94ms
step:35804/40500 train_loss:1.5449 aux_loss:0.0027 train_time:25805371ms step_avg:720.94ms
step:35805/40500 train_loss:1.5516 aux_loss:0.0024 train_time:25806092ms step_avg:720.94ms
step:35806/40500 train_loss:1.5295 aux_loss:0.0024 train_time:25806813ms step_avg:720.94ms
step:35807/40500 train_loss:1.5163 aux_loss:0.0023 train_time:25807534ms step_avg:720.94ms
step:35808/40500 train_loss:1.5546 aux_loss:0.0022 train_time:25808255ms step_avg:720.94ms
step:35809/40500 train_loss:1.5452 aux_loss:0.0023 train_time:25808979ms step_avg:720.94ms
step:35810/40500 train_loss:1.4751 aux_loss:0.0024 train_time:25809703ms step_avg:720.94ms
step:35811/40500 train_loss:1.4866 aux_loss:0.0023 train_time:25810423ms step_avg:720.94ms
step:35812/40500 train_loss:1.4889 aux_loss:0.0022 train_time:25811143ms step_avg:720.94ms
step:35813/40500 train_loss:1.5333 aux_loss:0.0023 train_time:25811863ms step_avg:720.94ms
step:35814/40500 train_loss:1.6040 aux_loss:0.0025 train_time:25812585ms step_avg:720.94ms
step:35815/40500 train_loss:1.5101 aux_loss:0.0023 train_time:25813305ms step_avg:720.94ms
step:35816/40500 train_loss:1.5259 aux_loss:0.0024 train_time:25814026ms step_avg:720.94ms
step:35817/40500 train_loss:1.5676 aux_loss:0.0023 train_time:25814747ms step_avg:720.94ms
step:35818/40500 train_loss:1.4758 aux_loss:0.0028 train_time:25815466ms step_avg:720.94ms
step:35819/40500 train_loss:1.5894 aux_loss:0.0023 train_time:25816186ms step_avg:720.94ms
step:35820/40500 train_loss:1.5847 aux_loss:0.0022 train_time:25816907ms step_avg:720.94ms
step:35821/40500 train_loss:1.5692 aux_loss:0.0025 train_time:25817624ms step_avg:720.94ms
step:35822/40500 train_loss:1.5224 aux_loss:0.0023 train_time:25818345ms step_avg:720.94ms
step:35823/40500 train_loss:1.5548 aux_loss:0.0023 train_time:25819066ms step_avg:720.94ms
step:35824/40500 train_loss:1.5466 aux_loss:0.0027 train_time:25819788ms step_avg:720.94ms
step:35825/40500 train_loss:1.5185 aux_loss:0.0022 train_time:25820508ms step_avg:720.94ms
step:35826/40500 train_loss:1.5534 aux_loss:0.0023 train_time:25821230ms step_avg:720.94ms
step:35827/40500 train_loss:1.5602 aux_loss:0.0025 train_time:25821951ms step_avg:720.94ms
step:35828/40500 train_loss:1.5478 aux_loss:0.0022 train_time:25822673ms step_avg:720.94ms
step:35829/40500 train_loss:1.5293 aux_loss:0.0022 train_time:25823395ms step_avg:720.94ms
step:35830/40500 train_loss:1.4959 aux_loss:0.0022 train_time:25824114ms step_avg:720.94ms
step:35831/40500 train_loss:1.5566 aux_loss:0.0022 train_time:25824839ms step_avg:720.94ms
step:35832/40500 train_loss:1.5528 aux_loss:0.0023 train_time:25825561ms step_avg:720.94ms
step:35833/40500 train_loss:1.5519 aux_loss:0.0025 train_time:25826281ms step_avg:720.94ms
step:35834/40500 train_loss:1.5710 aux_loss:0.0036 train_time:25827001ms step_avg:720.94ms
step:35835/40500 train_loss:1.5487 aux_loss:0.0024 train_time:25827722ms step_avg:720.94ms
step:35836/40500 train_loss:1.5669 aux_loss:0.0024 train_time:25828443ms step_avg:720.94ms
step:35837/40500 train_loss:1.6079 aux_loss:0.0025 train_time:25829164ms step_avg:720.94ms
step:35838/40500 train_loss:1.4800 aux_loss:0.0022 train_time:25829885ms step_avg:720.94ms
step:35839/40500 train_loss:1.5776 aux_loss:0.0024 train_time:25830605ms step_avg:720.94ms
step:35840/40500 train_loss:1.5008 aux_loss:0.0023 train_time:25831322ms step_avg:720.94ms
step:35841/40500 train_loss:1.5404 aux_loss:0.0024 train_time:25832043ms step_avg:720.94ms
step:35842/40500 train_loss:1.5308 aux_loss:0.0023 train_time:25832764ms step_avg:720.94ms
step:35843/40500 train_loss:1.4649 aux_loss:0.0023 train_time:25833485ms step_avg:720.94ms
step:35844/40500 train_loss:1.4940 aux_loss:0.0022 train_time:25834204ms step_avg:720.94ms
step:35845/40500 train_loss:1.5431 aux_loss:0.0026 train_time:25834927ms step_avg:720.94ms
step:35846/40500 train_loss:1.5105 aux_loss:0.0025 train_time:25835649ms step_avg:720.94ms
step:35847/40500 train_loss:1.4987 aux_loss:0.0023 train_time:25836370ms step_avg:720.94ms
step:35848/40500 train_loss:1.5328 aux_loss:0.0023 train_time:25837091ms step_avg:720.94ms
step:35849/40500 train_loss:1.5295 aux_loss:0.0024 train_time:25837812ms step_avg:720.94ms
step:35850/40500 train_loss:1.6113 aux_loss:0.0024 train_time:25838530ms step_avg:720.94ms
step:35851/40500 train_loss:1.5799 aux_loss:0.0026 train_time:25839255ms step_avg:720.94ms
step:35852/40500 train_loss:1.5552 aux_loss:0.0022 train_time:25839976ms step_avg:720.94ms
step:35853/40500 train_loss:1.5048 aux_loss:0.0021 train_time:25840695ms step_avg:720.94ms
step:35854/40500 train_loss:1.5833 aux_loss:0.0024 train_time:25841414ms step_avg:720.94ms
step:35855/40500 train_loss:1.5155 aux_loss:0.0025 train_time:25842135ms step_avg:720.94ms
step:35856/40500 train_loss:1.4869 aux_loss:0.0028 train_time:25842857ms step_avg:720.94ms
step:35857/40500 train_loss:1.6237 aux_loss:0.0023 train_time:25843577ms step_avg:720.94ms
step:35858/40500 train_loss:1.5025 aux_loss:0.0023 train_time:25844297ms step_avg:720.94ms
step:35859/40500 train_loss:1.5346 aux_loss:0.0024 train_time:25845018ms step_avg:720.94ms
step:35860/40500 train_loss:1.5680 aux_loss:0.0038 train_time:25845735ms step_avg:720.94ms
step:35861/40500 train_loss:1.5704 aux_loss:0.0025 train_time:25846455ms step_avg:720.94ms
step:35862/40500 train_loss:1.5612 aux_loss:0.0024 train_time:25847175ms step_avg:720.94ms
step:35863/40500 train_loss:1.6030 aux_loss:0.0023 train_time:25847894ms step_avg:720.94ms
step:35864/40500 train_loss:1.5473 aux_loss:0.0022 train_time:25848613ms step_avg:720.94ms
step:35865/40500 train_loss:1.5335 aux_loss:0.0022 train_time:25849332ms step_avg:720.94ms
step:35866/40500 train_loss:1.5741 aux_loss:0.0024 train_time:25850051ms step_avg:720.94ms
step:35867/40500 train_loss:1.6120 aux_loss:0.0030 train_time:25850771ms step_avg:720.94ms
step:35868/40500 train_loss:1.5760 aux_loss:0.0024 train_time:25851492ms step_avg:720.94ms
step:35869/40500 train_loss:1.5629 aux_loss:0.0023 train_time:25852210ms step_avg:720.94ms
step:35870/40500 train_loss:1.5585 aux_loss:0.0023 train_time:25852929ms step_avg:720.94ms
step:35871/40500 train_loss:1.5498 aux_loss:0.0022 train_time:25853646ms step_avg:720.94ms
step:35872/40500 train_loss:1.5706 aux_loss:0.0022 train_time:25854369ms step_avg:720.94ms
step:35873/40500 train_loss:1.5000 aux_loss:0.0023 train_time:25855089ms step_avg:720.94ms
step:35874/40500 train_loss:1.5321 aux_loss:0.0023 train_time:25855810ms step_avg:720.94ms
step:35875/40500 train_loss:1.5724 aux_loss:0.0024 train_time:25856526ms step_avg:720.94ms
step:35876/40500 train_loss:1.5605 aux_loss:0.0024 train_time:25857248ms step_avg:720.94ms
step:35877/40500 train_loss:1.5374 aux_loss:0.0024 train_time:25857967ms step_avg:720.94ms
step:35878/40500 train_loss:1.5962 aux_loss:0.0026 train_time:25858686ms step_avg:720.94ms
step:35879/40500 train_loss:1.5880 aux_loss:0.0023 train_time:25859407ms step_avg:720.94ms
step:35880/40500 train_loss:1.5884 aux_loss:0.0023 train_time:25860127ms step_avg:720.94ms
step:35881/40500 train_loss:1.5456 aux_loss:0.0022 train_time:25860847ms step_avg:720.94ms
step:35882/40500 train_loss:1.5047 aux_loss:0.0020 train_time:25861565ms step_avg:720.94ms
step:35883/40500 train_loss:1.5854 aux_loss:0.0025 train_time:25862285ms step_avg:720.94ms
step:35884/40500 train_loss:1.4875 aux_loss:0.0022 train_time:25863005ms step_avg:720.94ms
step:35885/40500 train_loss:1.5087 aux_loss:0.0023 train_time:25863724ms step_avg:720.94ms
step:35886/40500 train_loss:1.5634 aux_loss:0.0024 train_time:25864444ms step_avg:720.94ms
step:35887/40500 train_loss:1.5204 aux_loss:0.0027 train_time:25865165ms step_avg:720.94ms
step:35888/40500 train_loss:1.5684 aux_loss:0.0024 train_time:25865887ms step_avg:720.94ms
step:35889/40500 train_loss:1.5874 aux_loss:0.0025 train_time:25866607ms step_avg:720.94ms
step:35890/40500 train_loss:1.4993 aux_loss:0.0026 train_time:25867323ms step_avg:720.94ms
step:35891/40500 train_loss:1.5697 aux_loss:0.0026 train_time:25868043ms step_avg:720.94ms
step:35892/40500 train_loss:1.5519 aux_loss:0.0026 train_time:25868764ms step_avg:720.94ms
step:35893/40500 train_loss:1.5550 aux_loss:0.0026 train_time:25869483ms step_avg:720.94ms
step:35894/40500 train_loss:1.5617 aux_loss:0.0024 train_time:25870204ms step_avg:720.94ms
step:35895/40500 train_loss:1.4936 aux_loss:0.0024 train_time:25870924ms step_avg:720.94ms
step:35896/40500 train_loss:1.5531 aux_loss:0.0024 train_time:25871646ms step_avg:720.94ms
step:35897/40500 train_loss:1.5248 aux_loss:0.0024 train_time:25872366ms step_avg:720.94ms
step:35898/40500 train_loss:1.4565 aux_loss:0.0023 train_time:25873083ms step_avg:720.94ms
step:35899/40500 train_loss:1.4956 aux_loss:0.0023 train_time:25873806ms step_avg:720.94ms
step:35900/40500 train_loss:1.5294 aux_loss:0.0025 train_time:25874526ms step_avg:720.94ms
step:35901/40500 train_loss:1.5355 aux_loss:0.0023 train_time:25875244ms step_avg:720.94ms
step:35902/40500 train_loss:1.5213 aux_loss:0.0023 train_time:25875966ms step_avg:720.94ms
step:35903/40500 train_loss:1.4940 aux_loss:0.0025 train_time:25876684ms step_avg:720.94ms
step:35904/40500 train_loss:1.5176 aux_loss:0.0023 train_time:25877404ms step_avg:720.94ms
step:35905/40500 train_loss:1.5596 aux_loss:0.0025 train_time:25878123ms step_avg:720.94ms
step:35906/40500 train_loss:1.5419 aux_loss:0.0024 train_time:25878843ms step_avg:720.94ms
step:35907/40500 train_loss:1.5487 aux_loss:0.0023 train_time:25879563ms step_avg:720.94ms
step:35908/40500 train_loss:1.5354 aux_loss:0.0023 train_time:25880281ms step_avg:720.94ms
step:35909/40500 train_loss:1.4990 aux_loss:0.0025 train_time:25881000ms step_avg:720.94ms
step:35910/40500 train_loss:1.5135 aux_loss:0.0024 train_time:25881720ms step_avg:720.94ms
step:35911/40500 train_loss:1.6014 aux_loss:0.0024 train_time:25882440ms step_avg:720.94ms
step:35912/40500 train_loss:1.5630 aux_loss:0.0024 train_time:25883160ms step_avg:720.94ms
step:35913/40500 train_loss:1.5728 aux_loss:0.0025 train_time:25883879ms step_avg:720.94ms
step:35914/40500 train_loss:1.5655 aux_loss:0.0026 train_time:25884598ms step_avg:720.94ms
step:35915/40500 train_loss:1.5375 aux_loss:0.0023 train_time:25885317ms step_avg:720.94ms
step:35916/40500 train_loss:1.5220 aux_loss:0.0023 train_time:25886039ms step_avg:720.94ms
step:35917/40500 train_loss:1.5902 aux_loss:0.0022 train_time:25886758ms step_avg:720.94ms
step:35918/40500 train_loss:1.5507 aux_loss:0.0024 train_time:25887476ms step_avg:720.94ms
step:35919/40500 train_loss:1.5258 aux_loss:0.0023 train_time:25888196ms step_avg:720.94ms
step:35920/40500 train_loss:1.5479 aux_loss:0.0024 train_time:25888916ms step_avg:720.94ms
step:35921/40500 train_loss:1.4964 aux_loss:0.0025 train_time:25889636ms step_avg:720.94ms
step:35922/40500 train_loss:1.5283 aux_loss:0.0022 train_time:25890357ms step_avg:720.94ms
step:35923/40500 train_loss:1.5138 aux_loss:0.0023 train_time:25891079ms step_avg:720.94ms
step:35924/40500 train_loss:1.5544 aux_loss:0.0023 train_time:25891797ms step_avg:720.94ms
step:35925/40500 train_loss:1.5563 aux_loss:0.0025 train_time:25892518ms step_avg:720.94ms
step:35926/40500 train_loss:1.5095 aux_loss:0.0031 train_time:25893238ms step_avg:720.94ms
step:35927/40500 train_loss:1.5623 aux_loss:0.0023 train_time:25893958ms step_avg:720.94ms
step:35928/40500 train_loss:1.5686 aux_loss:0.0023 train_time:25894679ms step_avg:720.94ms
step:35929/40500 train_loss:1.5011 aux_loss:0.0024 train_time:25895399ms step_avg:720.94ms
step:35930/40500 train_loss:1.5493 aux_loss:0.0024 train_time:25896119ms step_avg:720.94ms
step:35931/40500 train_loss:1.5562 aux_loss:0.0026 train_time:25896839ms step_avg:720.94ms
step:35932/40500 train_loss:1.5324 aux_loss:0.0022 train_time:25897559ms step_avg:720.94ms
step:35933/40500 train_loss:1.5334 aux_loss:0.0024 train_time:25898279ms step_avg:720.94ms
step:35934/40500 train_loss:1.5747 aux_loss:0.0025 train_time:25898998ms step_avg:720.94ms
step:35935/40500 train_loss:1.5143 aux_loss:0.0024 train_time:25899719ms step_avg:720.94ms
step:35936/40500 train_loss:1.5768 aux_loss:0.0024 train_time:25900437ms step_avg:720.94ms
step:35937/40500 train_loss:1.5176 aux_loss:0.0021 train_time:25901157ms step_avg:720.94ms
step:35938/40500 train_loss:1.5465 aux_loss:0.0023 train_time:25901876ms step_avg:720.94ms
step:35939/40500 train_loss:1.5712 aux_loss:0.0023 train_time:25902595ms step_avg:720.94ms
step:35940/40500 train_loss:1.6074 aux_loss:0.0022 train_time:25903314ms step_avg:720.94ms
step:35941/40500 train_loss:1.5226 aux_loss:0.0023 train_time:25904033ms step_avg:720.94ms
step:35942/40500 train_loss:1.5718 aux_loss:0.0022 train_time:25904750ms step_avg:720.94ms
step:35943/40500 train_loss:1.6172 aux_loss:0.0023 train_time:25905471ms step_avg:720.94ms
step:35944/40500 train_loss:1.5243 aux_loss:0.0024 train_time:25906191ms step_avg:720.94ms
step:35945/40500 train_loss:1.5492 aux_loss:0.0022 train_time:25906911ms step_avg:720.94ms
step:35946/40500 train_loss:1.5493 aux_loss:0.0023 train_time:25907632ms step_avg:720.94ms
step:35947/40500 train_loss:1.5990 aux_loss:0.0023 train_time:25908353ms step_avg:720.94ms
step:35948/40500 train_loss:1.4847 aux_loss:0.0024 train_time:25909071ms step_avg:720.94ms
step:35949/40500 train_loss:1.5984 aux_loss:0.0024 train_time:25909789ms step_avg:720.94ms
step:35950/40500 train_loss:1.5742 aux_loss:0.0023 train_time:25910510ms step_avg:720.94ms
step:35951/40500 train_loss:1.5061 aux_loss:0.0022 train_time:25911229ms step_avg:720.94ms
step:35952/40500 train_loss:1.5188 aux_loss:0.0024 train_time:25911947ms step_avg:720.94ms
step:35953/40500 train_loss:1.5309 aux_loss:0.0025 train_time:25912668ms step_avg:720.94ms
step:35954/40500 train_loss:1.5512 aux_loss:0.0023 train_time:25913388ms step_avg:720.94ms
step:35955/40500 train_loss:1.5973 aux_loss:0.0023 train_time:25914107ms step_avg:720.94ms
step:35956/40500 train_loss:1.5831 aux_loss:0.0024 train_time:25914826ms step_avg:720.94ms
step:35957/40500 train_loss:1.5254 aux_loss:0.0026 train_time:25915544ms step_avg:720.94ms
step:35958/40500 train_loss:1.5474 aux_loss:0.0022 train_time:25916265ms step_avg:720.94ms
step:35959/40500 train_loss:1.5850 aux_loss:0.0023 train_time:25916983ms step_avg:720.94ms
step:35960/40500 train_loss:1.5288 aux_loss:0.0024 train_time:25917705ms step_avg:720.94ms
step:35961/40500 train_loss:1.4961 aux_loss:0.0024 train_time:25918424ms step_avg:720.94ms
step:35962/40500 train_loss:1.5603 aux_loss:0.0027 train_time:25919142ms step_avg:720.94ms
step:35963/40500 train_loss:1.5868 aux_loss:0.0022 train_time:25919865ms step_avg:720.94ms
step:35964/40500 train_loss:1.5095 aux_loss:0.0022 train_time:25920588ms step_avg:720.94ms
step:35965/40500 train_loss:1.5781 aux_loss:0.0025 train_time:25921306ms step_avg:720.94ms
step:35966/40500 train_loss:1.5049 aux_loss:0.0032 train_time:25922030ms step_avg:720.94ms
step:35967/40500 train_loss:1.5172 aux_loss:0.0024 train_time:25922750ms step_avg:720.94ms
step:35968/40500 train_loss:1.5026 aux_loss:0.0022 train_time:25923469ms step_avg:720.94ms
step:35969/40500 train_loss:1.5190 aux_loss:0.0022 train_time:25924190ms step_avg:720.94ms
step:35970/40500 train_loss:1.4940 aux_loss:0.0023 train_time:25924911ms step_avg:720.94ms
step:35971/40500 train_loss:1.5188 aux_loss:0.0023 train_time:25925630ms step_avg:720.94ms
step:35972/40500 train_loss:1.5523 aux_loss:0.0022 train_time:25926350ms step_avg:720.94ms
step:35973/40500 train_loss:1.4946 aux_loss:0.0022 train_time:25927070ms step_avg:720.94ms
step:35974/40500 train_loss:1.4920 aux_loss:0.0023 train_time:25927788ms step_avg:720.94ms
step:35975/40500 train_loss:1.5393 aux_loss:0.0024 train_time:25928509ms step_avg:720.94ms
step:35976/40500 train_loss:1.5826 aux_loss:0.0023 train_time:25929227ms step_avg:720.94ms
step:35977/40500 train_loss:1.5679 aux_loss:0.0025 train_time:25929949ms step_avg:720.94ms
step:35978/40500 train_loss:1.5428 aux_loss:0.0022 train_time:25930670ms step_avg:720.94ms
step:35979/40500 train_loss:1.6199 aux_loss:0.0023 train_time:25931389ms step_avg:720.94ms
step:35980/40500 train_loss:1.5852 aux_loss:0.0026 train_time:25932109ms step_avg:720.94ms
step:35981/40500 train_loss:1.5003 aux_loss:0.0026 train_time:25932827ms step_avg:720.94ms
step:35982/40500 train_loss:1.5481 aux_loss:0.0024 train_time:25933548ms step_avg:720.94ms
step:35983/40500 train_loss:1.5917 aux_loss:0.0023 train_time:25934267ms step_avg:720.94ms
step:35984/40500 train_loss:1.5531 aux_loss:0.0024 train_time:25934988ms step_avg:720.94ms
step:35985/40500 train_loss:1.5955 aux_loss:0.0023 train_time:25935708ms step_avg:720.94ms
step:35986/40500 train_loss:1.5253 aux_loss:0.0024 train_time:25936427ms step_avg:720.94ms
step:35987/40500 train_loss:1.5452 aux_loss:0.0022 train_time:25937149ms step_avg:720.94ms
step:35988/40500 train_loss:1.5518 aux_loss:0.0024 train_time:25937867ms step_avg:720.94ms
step:35989/40500 train_loss:1.5146 aux_loss:0.0021 train_time:25938587ms step_avg:720.94ms
step:35990/40500 train_loss:1.5844 aux_loss:0.0023 train_time:25939307ms step_avg:720.94ms
step:35991/40500 train_loss:1.5489 aux_loss:0.0023 train_time:25940025ms step_avg:720.94ms
step:35992/40500 train_loss:1.5711 aux_loss:0.0024 train_time:25940744ms step_avg:720.94ms
step:35993/40500 train_loss:1.6200 aux_loss:0.0027 train_time:25941465ms step_avg:720.94ms
step:35994/40500 train_loss:1.5383 aux_loss:0.0025 train_time:25942186ms step_avg:720.94ms
step:35995/40500 train_loss:1.5721 aux_loss:0.0025 train_time:25942905ms step_avg:720.94ms
step:35996/40500 train_loss:1.5409 aux_loss:0.0024 train_time:25943625ms step_avg:720.94ms
step:35997/40500 train_loss:1.5448 aux_loss:0.0036 train_time:25944345ms step_avg:720.94ms
step:35998/40500 train_loss:1.5026 aux_loss:0.0021 train_time:25945065ms step_avg:720.94ms
step:35999/40500 train_loss:1.5798 aux_loss:0.0023 train_time:25945783ms step_avg:720.94ms
step:36000/40500 train_loss:1.5999 aux_loss:0.0023 train_time:25946503ms step_avg:720.94ms
step:36000/40500 val_loss:1.5719 val_aux_loss:0.0025 train_time:25946504ms step_avg:720.94ms
step:36001/40500 train_loss:1.5785 aux_loss:0.0022 train_time:25947226ms step_avg:720.94ms
step:36002/40500 train_loss:1.5265 aux_loss:0.0023 train_time:25947945ms step_avg:720.94ms
step:36003/40500 train_loss:1.5836 aux_loss:0.0024 train_time:25948664ms step_avg:720.94ms
step:36004/40500 train_loss:1.5860 aux_loss:0.0024 train_time:25949383ms step_avg:720.94ms
step:36005/40500 train_loss:1.5161 aux_loss:0.0025 train_time:25950101ms step_avg:720.94ms
step:36006/40500 train_loss:1.5493 aux_loss:0.0023 train_time:25950819ms step_avg:720.94ms
step:36007/40500 train_loss:1.5299 aux_loss:0.0024 train_time:25951541ms step_avg:720.94ms
step:36008/40500 train_loss:1.5955 aux_loss:0.0024 train_time:25952259ms step_avg:720.94ms
step:36009/40500 train_loss:1.5555 aux_loss:0.0024 train_time:25952979ms step_avg:720.94ms
step:36010/40500 train_loss:1.6408 aux_loss:0.0022 train_time:25953698ms step_avg:720.94ms
step:36011/40500 train_loss:1.5225 aux_loss:0.0023 train_time:25954418ms step_avg:720.94ms
step:36012/40500 train_loss:1.4925 aux_loss:0.0025 train_time:25955138ms step_avg:720.94ms
step:36013/40500 train_loss:1.6075 aux_loss:0.0026 train_time:25955858ms step_avg:720.94ms
step:36014/40500 train_loss:1.5511 aux_loss:0.0024 train_time:25956577ms step_avg:720.94ms
step:36015/40500 train_loss:1.4973 aux_loss:0.0025 train_time:25957294ms step_avg:720.94ms
step:36016/40500 train_loss:1.5605 aux_loss:0.0024 train_time:25958015ms step_avg:720.94ms
step:36017/40500 train_loss:1.4890 aux_loss:0.0022 train_time:25958735ms step_avg:720.94ms
step:36018/40500 train_loss:1.5471 aux_loss:0.0023 train_time:25959456ms step_avg:720.94ms
step:36019/40500 train_loss:1.5188 aux_loss:0.0023 train_time:25960175ms step_avg:720.94ms
step:36020/40500 train_loss:1.5204 aux_loss:0.0023 train_time:25960895ms step_avg:720.94ms
step:36021/40500 train_loss:1.5274 aux_loss:0.0022 train_time:25961614ms step_avg:720.94ms
step:36022/40500 train_loss:1.5541 aux_loss:0.0029 train_time:25962334ms step_avg:720.94ms
step:36023/40500 train_loss:1.5640 aux_loss:0.0024 train_time:25963053ms step_avg:720.94ms
step:36024/40500 train_loss:1.5580 aux_loss:0.0026 train_time:25963774ms step_avg:720.94ms
step:36025/40500 train_loss:1.5460 aux_loss:0.0024 train_time:25964492ms step_avg:720.94ms
step:36026/40500 train_loss:1.5583 aux_loss:0.0025 train_time:25965212ms step_avg:720.94ms
step:36027/40500 train_loss:1.5661 aux_loss:0.0025 train_time:25965932ms step_avg:720.94ms
step:36028/40500 train_loss:1.6271 aux_loss:0.0023 train_time:25966653ms step_avg:720.94ms
step:36029/40500 train_loss:1.5130 aux_loss:0.0023 train_time:25967372ms step_avg:720.94ms
step:36030/40500 train_loss:1.5806 aux_loss:0.0023 train_time:25968091ms step_avg:720.94ms
step:36031/40500 train_loss:1.5732 aux_loss:0.0022 train_time:25968811ms step_avg:720.94ms
step:36032/40500 train_loss:1.5241 aux_loss:0.0023 train_time:25969532ms step_avg:720.94ms
step:36033/40500 train_loss:1.5247 aux_loss:0.0024 train_time:25970254ms step_avg:720.94ms
step:36034/40500 train_loss:1.6071 aux_loss:0.0023 train_time:25970972ms step_avg:720.94ms
step:36035/40500 train_loss:1.5429 aux_loss:0.0024 train_time:25971692ms step_avg:720.94ms
step:36036/40500 train_loss:1.5024 aux_loss:0.0024 train_time:25972413ms step_avg:720.94ms
step:36037/40500 train_loss:1.5377 aux_loss:0.0023 train_time:25973131ms step_avg:720.94ms
step:36038/40500 train_loss:1.5104 aux_loss:0.0023 train_time:25973851ms step_avg:720.94ms
step:36039/40500 train_loss:1.4995 aux_loss:0.0023 train_time:25974574ms step_avg:720.94ms
step:36040/40500 train_loss:1.5371 aux_loss:0.0025 train_time:25975292ms step_avg:720.94ms
step:36041/40500 train_loss:1.5457 aux_loss:0.0024 train_time:25976011ms step_avg:720.94ms
step:36042/40500 train_loss:1.5270 aux_loss:0.0023 train_time:25976731ms step_avg:720.94ms
step:36043/40500 train_loss:1.5271 aux_loss:0.0025 train_time:25977451ms step_avg:720.94ms
step:36044/40500 train_loss:1.6003 aux_loss:0.0024 train_time:25978171ms step_avg:720.93ms
step:36045/40500 train_loss:1.5826 aux_loss:0.0023 train_time:25978892ms step_avg:720.93ms
step:36046/40500 train_loss:1.6120 aux_loss:0.0024 train_time:25979611ms step_avg:720.93ms
step:36047/40500 train_loss:1.5159 aux_loss:0.0022 train_time:25980331ms step_avg:720.93ms
step:36048/40500 train_loss:1.5733 aux_loss:0.0022 train_time:25981051ms step_avg:720.93ms
step:36049/40500 train_loss:1.5452 aux_loss:0.0023 train_time:25981770ms step_avg:720.93ms
step:36050/40500 train_loss:1.5416 aux_loss:0.0025 train_time:25982491ms step_avg:720.93ms
step:36051/40500 train_loss:1.5609 aux_loss:0.0023 train_time:25983210ms step_avg:720.93ms
step:36052/40500 train_loss:1.5754 aux_loss:0.0023 train_time:25983931ms step_avg:720.93ms
step:36053/40500 train_loss:1.5130 aux_loss:0.0023 train_time:25984650ms step_avg:720.93ms
step:36054/40500 train_loss:1.5715 aux_loss:0.0023 train_time:25985369ms step_avg:720.93ms
step:36055/40500 train_loss:1.6112 aux_loss:0.0023 train_time:25986087ms step_avg:720.93ms
step:36056/40500 train_loss:1.5687 aux_loss:0.0022 train_time:25986808ms step_avg:720.93ms
step:36057/40500 train_loss:1.5633 aux_loss:0.0023 train_time:25987528ms step_avg:720.93ms
step:36058/40500 train_loss:1.5305 aux_loss:0.0021 train_time:25988247ms step_avg:720.93ms
step:36059/40500 train_loss:1.5748 aux_loss:0.0022 train_time:25988966ms step_avg:720.93ms
step:36060/40500 train_loss:1.6183 aux_loss:0.0023 train_time:25989686ms step_avg:720.93ms
step:36061/40500 train_loss:1.5322 aux_loss:0.0024 train_time:25990405ms step_avg:720.93ms
step:36062/40500 train_loss:1.5128 aux_loss:0.0027 train_time:25991124ms step_avg:720.93ms
step:36063/40500 train_loss:1.5429 aux_loss:0.0023 train_time:25991845ms step_avg:720.93ms
step:36064/40500 train_loss:1.5062 aux_loss:0.0023 train_time:25992565ms step_avg:720.93ms
step:36065/40500 train_loss:1.5787 aux_loss:0.0022 train_time:25993285ms step_avg:720.93ms
step:36066/40500 train_loss:1.5324 aux_loss:0.0026 train_time:25994004ms step_avg:720.93ms
step:36067/40500 train_loss:1.6066 aux_loss:0.0027 train_time:25994725ms step_avg:720.93ms
step:36068/40500 train_loss:1.5574 aux_loss:0.0025 train_time:25995446ms step_avg:720.93ms
step:36069/40500 train_loss:1.5439 aux_loss:0.0026 train_time:25996165ms step_avg:720.93ms
step:36070/40500 train_loss:1.5702 aux_loss:0.0025 train_time:25996885ms step_avg:720.93ms
step:36071/40500 train_loss:1.5462 aux_loss:0.0025 train_time:25997604ms step_avg:720.93ms
step:36072/40500 train_loss:1.5297 aux_loss:0.0023 train_time:25998325ms step_avg:720.93ms
step:36073/40500 train_loss:1.5902 aux_loss:0.0025 train_time:25999044ms step_avg:720.93ms
step:36074/40500 train_loss:1.5076 aux_loss:0.0025 train_time:25999766ms step_avg:720.93ms
step:36075/40500 train_loss:1.5375 aux_loss:0.0023 train_time:26000486ms step_avg:720.93ms
step:36076/40500 train_loss:1.5603 aux_loss:0.0024 train_time:26001204ms step_avg:720.93ms
step:36077/40500 train_loss:1.5744 aux_loss:0.0023 train_time:26001924ms step_avg:720.93ms
step:36078/40500 train_loss:1.5227 aux_loss:0.0023 train_time:26002645ms step_avg:720.93ms
step:36079/40500 train_loss:1.5009 aux_loss:0.0023 train_time:26003365ms step_avg:720.93ms
step:36080/40500 train_loss:1.5709 aux_loss:0.0023 train_time:26004084ms step_avg:720.93ms
step:36081/40500 train_loss:1.5508 aux_loss:0.0024 train_time:26004804ms step_avg:720.93ms
step:36082/40500 train_loss:1.4977 aux_loss:0.0024 train_time:26005523ms step_avg:720.93ms
step:36083/40500 train_loss:1.5629 aux_loss:0.0023 train_time:26006244ms step_avg:720.93ms
step:36084/40500 train_loss:1.5429 aux_loss:0.0023 train_time:26006963ms step_avg:720.93ms
step:36085/40500 train_loss:1.5708 aux_loss:0.0023 train_time:26007685ms step_avg:720.93ms
step:36086/40500 train_loss:1.5068 aux_loss:0.0024 train_time:26008402ms step_avg:720.93ms
step:36087/40500 train_loss:1.5438 aux_loss:0.0022 train_time:26009122ms step_avg:720.93ms
step:36088/40500 train_loss:1.5731 aux_loss:0.0024 train_time:26009842ms step_avg:720.93ms
step:36089/40500 train_loss:1.5169 aux_loss:0.0029 train_time:26010563ms step_avg:720.93ms
step:36090/40500 train_loss:1.5860 aux_loss:0.0028 train_time:26011281ms step_avg:720.93ms
step:36091/40500 train_loss:1.5581 aux_loss:0.0024 train_time:26012001ms step_avg:720.93ms
step:36092/40500 train_loss:1.5643 aux_loss:0.0023 train_time:26012722ms step_avg:720.93ms
step:36093/40500 train_loss:1.5607 aux_loss:0.0026 train_time:26013440ms step_avg:720.93ms
step:36094/40500 train_loss:1.5051 aux_loss:0.0021 train_time:26014160ms step_avg:720.93ms
step:36095/40500 train_loss:1.5407 aux_loss:0.0023 train_time:26014881ms step_avg:720.93ms
step:36096/40500 train_loss:1.5371 aux_loss:0.0024 train_time:26015600ms step_avg:720.93ms
step:36097/40500 train_loss:1.5281 aux_loss:0.0023 train_time:26016321ms step_avg:720.93ms
step:36098/40500 train_loss:1.5835 aux_loss:0.0024 train_time:26017040ms step_avg:720.93ms
step:36099/40500 train_loss:1.6026 aux_loss:0.0029 train_time:26017758ms step_avg:720.93ms
step:36100/40500 train_loss:1.5718 aux_loss:0.0024 train_time:26018477ms step_avg:720.93ms
step:36101/40500 train_loss:1.5139 aux_loss:0.0024 train_time:26019196ms step_avg:720.93ms
step:36102/40500 train_loss:1.5527 aux_loss:0.0025 train_time:26019917ms step_avg:720.93ms
step:36103/40500 train_loss:1.5483 aux_loss:0.0024 train_time:26020636ms step_avg:720.93ms
step:36104/40500 train_loss:1.5326 aux_loss:0.0024 train_time:26021354ms step_avg:720.93ms
step:36105/40500 train_loss:1.5078 aux_loss:0.0023 train_time:26022078ms step_avg:720.93ms
step:36106/40500 train_loss:1.5291 aux_loss:0.0025 train_time:26022796ms step_avg:720.93ms
step:36107/40500 train_loss:1.5432 aux_loss:0.0023 train_time:26023515ms step_avg:720.93ms
step:36108/40500 train_loss:1.5237 aux_loss:0.0025 train_time:26024236ms step_avg:720.93ms
step:36109/40500 train_loss:1.5128 aux_loss:0.0022 train_time:26024955ms step_avg:720.93ms
step:36110/40500 train_loss:1.4914 aux_loss:0.0024 train_time:26025673ms step_avg:720.93ms
step:36111/40500 train_loss:1.5166 aux_loss:0.0024 train_time:26026393ms step_avg:720.93ms
step:36112/40500 train_loss:1.5971 aux_loss:0.0023 train_time:26027114ms step_avg:720.93ms
step:36113/40500 train_loss:1.5607 aux_loss:0.0022 train_time:26027836ms step_avg:720.93ms
step:36114/40500 train_loss:1.5564 aux_loss:0.0024 train_time:26028555ms step_avg:720.93ms
step:36115/40500 train_loss:1.5584 aux_loss:0.0024 train_time:26029274ms step_avg:720.93ms
step:36116/40500 train_loss:1.5399 aux_loss:0.0026 train_time:26029994ms step_avg:720.93ms
step:36117/40500 train_loss:1.5099 aux_loss:0.0022 train_time:26030713ms step_avg:720.93ms
step:36118/40500 train_loss:1.5408 aux_loss:0.0021 train_time:26031432ms step_avg:720.93ms
step:36119/40500 train_loss:1.5750 aux_loss:0.0022 train_time:26032152ms step_avg:720.93ms
step:36120/40500 train_loss:1.5345 aux_loss:0.0022 train_time:26032870ms step_avg:720.93ms
step:36121/40500 train_loss:1.5170 aux_loss:0.0022 train_time:26033590ms step_avg:720.93ms
step:36122/40500 train_loss:1.5662 aux_loss:0.0022 train_time:26034311ms step_avg:720.93ms
step:36123/40500 train_loss:1.5761 aux_loss:0.0023 train_time:26035029ms step_avg:720.93ms
step:36124/40500 train_loss:1.5364 aux_loss:0.0023 train_time:26035748ms step_avg:720.93ms
step:36125/40500 train_loss:1.5611 aux_loss:0.0027 train_time:26036469ms step_avg:720.93ms
step:36126/40500 train_loss:1.5882 aux_loss:0.0026 train_time:26037190ms step_avg:720.93ms
step:36127/40500 train_loss:1.5962 aux_loss:0.0024 train_time:26037909ms step_avg:720.93ms
step:36128/40500 train_loss:1.5282 aux_loss:0.0023 train_time:26038631ms step_avg:720.93ms
step:36129/40500 train_loss:1.5500 aux_loss:0.0022 train_time:26039351ms step_avg:720.93ms
step:36130/40500 train_loss:1.5485 aux_loss:0.0023 train_time:26040070ms step_avg:720.93ms
step:36131/40500 train_loss:1.5897 aux_loss:0.0022 train_time:26040790ms step_avg:720.93ms
step:36132/40500 train_loss:1.5541 aux_loss:0.0029 train_time:26041510ms step_avg:720.93ms
step:36133/40500 train_loss:1.5095 aux_loss:0.0021 train_time:26042229ms step_avg:720.93ms
step:36134/40500 train_loss:1.5441 aux_loss:0.0022 train_time:26042949ms step_avg:720.93ms
step:36135/40500 train_loss:1.5049 aux_loss:0.0024 train_time:26043670ms step_avg:720.93ms
step:36136/40500 train_loss:1.5350 aux_loss:0.0027 train_time:26044389ms step_avg:720.93ms
step:36137/40500 train_loss:1.5762 aux_loss:0.0022 train_time:26045109ms step_avg:720.93ms
step:36138/40500 train_loss:1.5659 aux_loss:0.0022 train_time:26045829ms step_avg:720.93ms
step:36139/40500 train_loss:1.5764 aux_loss:0.0026 train_time:26046547ms step_avg:720.93ms
step:36140/40500 train_loss:1.5063 aux_loss:0.0023 train_time:26047269ms step_avg:720.93ms
step:36141/40500 train_loss:1.5734 aux_loss:0.0026 train_time:26047989ms step_avg:720.93ms
step:36142/40500 train_loss:1.5507 aux_loss:0.0027 train_time:26048707ms step_avg:720.93ms
step:36143/40500 train_loss:1.5591 aux_loss:0.0024 train_time:26049428ms step_avg:720.93ms
step:36144/40500 train_loss:1.6057 aux_loss:0.0025 train_time:26050149ms step_avg:720.93ms
step:36145/40500 train_loss:1.5817 aux_loss:0.0024 train_time:26050869ms step_avg:720.93ms
step:36146/40500 train_loss:1.5633 aux_loss:0.0024 train_time:26051587ms step_avg:720.93ms
step:36147/40500 train_loss:1.5098 aux_loss:0.0023 train_time:26052307ms step_avg:720.93ms
step:36148/40500 train_loss:1.5586 aux_loss:0.0025 train_time:26053025ms step_avg:720.93ms
step:36149/40500 train_loss:1.5800 aux_loss:0.0023 train_time:26053744ms step_avg:720.93ms
step:36150/40500 train_loss:1.5242 aux_loss:0.0022 train_time:26054464ms step_avg:720.93ms
step:36151/40500 train_loss:1.5245 aux_loss:0.0025 train_time:26055183ms step_avg:720.93ms
step:36152/40500 train_loss:1.5492 aux_loss:0.0022 train_time:26055901ms step_avg:720.93ms
step:36153/40500 train_loss:1.5898 aux_loss:0.0023 train_time:26056621ms step_avg:720.93ms
step:36154/40500 train_loss:1.5144 aux_loss:0.0042 train_time:26057339ms step_avg:720.93ms
step:36155/40500 train_loss:1.5100 aux_loss:0.0023 train_time:26058056ms step_avg:720.93ms
step:36156/40500 train_loss:1.5970 aux_loss:0.0023 train_time:26058773ms step_avg:720.93ms
step:36157/40500 train_loss:1.5344 aux_loss:0.0022 train_time:26059494ms step_avg:720.93ms
step:36158/40500 train_loss:1.5314 aux_loss:0.0022 train_time:26060214ms step_avg:720.93ms
step:36159/40500 train_loss:1.5209 aux_loss:0.0024 train_time:26060932ms step_avg:720.93ms
step:36160/40500 train_loss:1.5445 aux_loss:0.0022 train_time:26061649ms step_avg:720.93ms
step:36161/40500 train_loss:1.5559 aux_loss:0.0022 train_time:26062368ms step_avg:720.93ms
step:36162/40500 train_loss:1.5066 aux_loss:0.0024 train_time:26063086ms step_avg:720.93ms
step:36163/40500 train_loss:1.5957 aux_loss:0.0027 train_time:26063807ms step_avg:720.93ms
step:36164/40500 train_loss:1.4855 aux_loss:0.0024 train_time:26064527ms step_avg:720.93ms
step:36165/40500 train_loss:1.5670 aux_loss:0.0023 train_time:26065247ms step_avg:720.93ms
step:36166/40500 train_loss:1.5927 aux_loss:0.0022 train_time:26065966ms step_avg:720.93ms
step:36167/40500 train_loss:1.5559 aux_loss:0.0022 train_time:26066685ms step_avg:720.93ms
step:36168/40500 train_loss:1.5319 aux_loss:0.0024 train_time:26067405ms step_avg:720.93ms
step:36169/40500 train_loss:1.5113 aux_loss:0.0023 train_time:26068125ms step_avg:720.93ms
step:36170/40500 train_loss:1.5417 aux_loss:0.0024 train_time:26068843ms step_avg:720.93ms
step:36171/40500 train_loss:1.5338 aux_loss:0.0023 train_time:26069563ms step_avg:720.93ms
step:36172/40500 train_loss:1.5332 aux_loss:0.0023 train_time:26070282ms step_avg:720.93ms
step:36173/40500 train_loss:1.5099 aux_loss:0.0023 train_time:26071002ms step_avg:720.93ms
step:36174/40500 train_loss:1.5971 aux_loss:0.0027 train_time:26071724ms step_avg:720.93ms
step:36175/40500 train_loss:1.5360 aux_loss:0.0023 train_time:26072443ms step_avg:720.93ms
step:36176/40500 train_loss:1.5899 aux_loss:0.0023 train_time:26073164ms step_avg:720.93ms
step:36177/40500 train_loss:1.5136 aux_loss:0.0023 train_time:26073884ms step_avg:720.93ms
step:36178/40500 train_loss:1.5324 aux_loss:0.0022 train_time:26074602ms step_avg:720.93ms
step:36179/40500 train_loss:1.5364 aux_loss:0.0022 train_time:26075322ms step_avg:720.93ms
step:36180/40500 train_loss:1.5019 aux_loss:0.0025 train_time:26076041ms step_avg:720.93ms
step:36181/40500 train_loss:1.5373 aux_loss:0.0023 train_time:26076761ms step_avg:720.93ms
step:36182/40500 train_loss:1.5644 aux_loss:0.0023 train_time:26077483ms step_avg:720.93ms
step:36183/40500 train_loss:1.6430 aux_loss:0.0023 train_time:26078202ms step_avg:720.93ms
step:36184/40500 train_loss:1.5128 aux_loss:0.0024 train_time:26078923ms step_avg:720.93ms
step:36185/40500 train_loss:1.6166 aux_loss:0.0025 train_time:26079641ms step_avg:720.93ms
step:36186/40500 train_loss:1.5527 aux_loss:0.0025 train_time:26080361ms step_avg:720.93ms
step:36187/40500 train_loss:1.5773 aux_loss:0.0025 train_time:26081082ms step_avg:720.93ms
step:36188/40500 train_loss:1.5742 aux_loss:0.0025 train_time:26081800ms step_avg:720.93ms
step:36189/40500 train_loss:1.5706 aux_loss:0.0023 train_time:26082520ms step_avg:720.93ms
step:36190/40500 train_loss:1.5141 aux_loss:0.0025 train_time:26083241ms step_avg:720.93ms
step:36191/40500 train_loss:1.5319 aux_loss:0.0025 train_time:26083961ms step_avg:720.93ms
step:36192/40500 train_loss:1.5568 aux_loss:0.0027 train_time:26084680ms step_avg:720.93ms
step:36193/40500 train_loss:1.4838 aux_loss:0.0027 train_time:26085401ms step_avg:720.93ms
step:36194/40500 train_loss:1.5552 aux_loss:0.0025 train_time:26086121ms step_avg:720.93ms
step:36195/40500 train_loss:1.5306 aux_loss:0.0024 train_time:26086840ms step_avg:720.93ms
step:36196/40500 train_loss:1.5252 aux_loss:0.0024 train_time:26087559ms step_avg:720.93ms
step:36197/40500 train_loss:1.5230 aux_loss:0.0022 train_time:26088280ms step_avg:720.93ms
step:36198/40500 train_loss:1.5789 aux_loss:0.0023 train_time:26088997ms step_avg:720.93ms
step:36199/40500 train_loss:1.5460 aux_loss:0.0023 train_time:26089718ms step_avg:720.93ms
step:36200/40500 train_loss:1.5167 aux_loss:0.0025 train_time:26090438ms step_avg:720.93ms
step:36201/40500 train_loss:1.5139 aux_loss:0.0023 train_time:26091158ms step_avg:720.93ms
step:36202/40500 train_loss:1.5331 aux_loss:0.0024 train_time:26091877ms step_avg:720.93ms
step:36203/40500 train_loss:1.5866 aux_loss:0.0023 train_time:26092596ms step_avg:720.93ms
step:36204/40500 train_loss:1.6110 aux_loss:0.0026 train_time:26093317ms step_avg:720.93ms
step:36205/40500 train_loss:1.5635 aux_loss:0.0024 train_time:26094039ms step_avg:720.93ms
step:36206/40500 train_loss:1.5364 aux_loss:0.0026 train_time:26094758ms step_avg:720.93ms
step:36207/40500 train_loss:1.6072 aux_loss:0.0038 train_time:26095476ms step_avg:720.93ms
step:36208/40500 train_loss:1.5701 aux_loss:0.0023 train_time:26096196ms step_avg:720.93ms
step:36209/40500 train_loss:1.5373 aux_loss:0.0023 train_time:26096915ms step_avg:720.93ms
step:36210/40500 train_loss:1.5343 aux_loss:0.0023 train_time:26097634ms step_avg:720.93ms
step:36211/40500 train_loss:1.5768 aux_loss:0.0024 train_time:26098353ms step_avg:720.93ms
step:36212/40500 train_loss:1.4580 aux_loss:0.0023 train_time:26099072ms step_avg:720.93ms
step:36213/40500 train_loss:1.4886 aux_loss:0.0022 train_time:26099792ms step_avg:720.93ms
step:36214/40500 train_loss:1.5725 aux_loss:0.0025 train_time:26100511ms step_avg:720.93ms
step:36215/40500 train_loss:1.4964 aux_loss:0.0024 train_time:26101230ms step_avg:720.93ms
step:36216/40500 train_loss:1.5601 aux_loss:0.0024 train_time:26101951ms step_avg:720.93ms
step:36217/40500 train_loss:1.5656 aux_loss:0.0027 train_time:26102672ms step_avg:720.93ms
step:36218/40500 train_loss:1.5215 aux_loss:0.0025 train_time:26103392ms step_avg:720.93ms
step:36219/40500 train_loss:1.5635 aux_loss:0.0024 train_time:26104110ms step_avg:720.93ms
step:36220/40500 train_loss:1.5367 aux_loss:0.0025 train_time:26104829ms step_avg:720.93ms
step:36221/40500 train_loss:1.5558 aux_loss:0.0023 train_time:26105549ms step_avg:720.93ms
step:36222/40500 train_loss:1.5242 aux_loss:0.0023 train_time:26106268ms step_avg:720.93ms
step:36223/40500 train_loss:1.5636 aux_loss:0.0025 train_time:26106988ms step_avg:720.93ms
step:36224/40500 train_loss:1.5510 aux_loss:0.0023 train_time:26107709ms step_avg:720.93ms
step:36225/40500 train_loss:1.5390 aux_loss:0.0026 train_time:26108428ms step_avg:720.93ms
step:36226/40500 train_loss:1.5867 aux_loss:0.0023 train_time:26109146ms step_avg:720.93ms
step:36227/40500 train_loss:1.5269 aux_loss:0.0024 train_time:26109867ms step_avg:720.93ms
step:36228/40500 train_loss:1.6087 aux_loss:0.0027 train_time:26110587ms step_avg:720.93ms
step:36229/40500 train_loss:1.5032 aux_loss:0.0023 train_time:26111306ms step_avg:720.93ms
step:36230/40500 train_loss:1.5597 aux_loss:0.0023 train_time:26112027ms step_avg:720.93ms
step:36231/40500 train_loss:1.5334 aux_loss:0.0024 train_time:26112749ms step_avg:720.93ms
step:36232/40500 train_loss:1.5141 aux_loss:0.0028 train_time:26113467ms step_avg:720.93ms
step:36233/40500 train_loss:1.5174 aux_loss:0.0024 train_time:26114187ms step_avg:720.93ms
step:36234/40500 train_loss:1.5490 aux_loss:0.0022 train_time:26114909ms step_avg:720.93ms
step:36235/40500 train_loss:1.5608 aux_loss:0.0025 train_time:26115627ms step_avg:720.93ms
step:36236/40500 train_loss:1.6171 aux_loss:0.0025 train_time:26116348ms step_avg:720.93ms
step:36237/40500 train_loss:1.5766 aux_loss:0.0022 train_time:26117068ms step_avg:720.93ms
step:36238/40500 train_loss:1.5520 aux_loss:0.0025 train_time:26117788ms step_avg:720.93ms
step:36239/40500 train_loss:1.5715 aux_loss:0.0025 train_time:26118509ms step_avg:720.93ms
step:36240/40500 train_loss:1.5111 aux_loss:0.0027 train_time:26119231ms step_avg:720.93ms
step:36241/40500 train_loss:1.5400 aux_loss:0.0026 train_time:26119948ms step_avg:720.93ms
step:36242/40500 train_loss:1.5516 aux_loss:0.0023 train_time:26120668ms step_avg:720.93ms
step:36243/40500 train_loss:1.5613 aux_loss:0.0024 train_time:26121391ms step_avg:720.93ms
step:36244/40500 train_loss:1.5441 aux_loss:0.0024 train_time:26122110ms step_avg:720.93ms
step:36245/40500 train_loss:1.5560 aux_loss:0.0024 train_time:26122831ms step_avg:720.93ms
step:36246/40500 train_loss:1.5231 aux_loss:0.0024 train_time:26123550ms step_avg:720.93ms
step:36247/40500 train_loss:1.5542 aux_loss:0.0024 train_time:26124270ms step_avg:720.93ms
step:36248/40500 train_loss:1.6105 aux_loss:0.0028 train_time:26124990ms step_avg:720.93ms
step:36249/40500 train_loss:1.5801 aux_loss:0.0025 train_time:26125709ms step_avg:720.93ms
step:36250/40500 train_loss:1.4950 aux_loss:0.0023 train_time:26126429ms step_avg:720.93ms
step:36251/40500 train_loss:1.5726 aux_loss:0.0024 train_time:26127148ms step_avg:720.93ms
step:36252/40500 train_loss:1.5653 aux_loss:0.0023 train_time:26127869ms step_avg:720.93ms
step:36253/40500 train_loss:1.5208 aux_loss:0.0022 train_time:26128589ms step_avg:720.93ms
step:36254/40500 train_loss:1.5559 aux_loss:0.0022 train_time:26129308ms step_avg:720.93ms
step:36255/40500 train_loss:1.6315 aux_loss:0.0024 train_time:26130026ms step_avg:720.93ms
step:36256/40500 train_loss:1.5334 aux_loss:0.0025 train_time:26130746ms step_avg:720.93ms
step:36257/40500 train_loss:1.5396 aux_loss:0.0025 train_time:26131465ms step_avg:720.93ms
step:36258/40500 train_loss:1.5571 aux_loss:0.0023 train_time:26132186ms step_avg:720.93ms
step:36259/40500 train_loss:1.5937 aux_loss:0.0023 train_time:26132905ms step_avg:720.93ms
step:36260/40500 train_loss:1.5551 aux_loss:0.0022 train_time:26133625ms step_avg:720.93ms
step:36261/40500 train_loss:1.5564 aux_loss:0.0024 train_time:26134345ms step_avg:720.93ms
step:36262/40500 train_loss:1.5298 aux_loss:0.0024 train_time:26135064ms step_avg:720.93ms
step:36263/40500 train_loss:1.5226 aux_loss:0.0023 train_time:26135783ms step_avg:720.93ms
step:36264/40500 train_loss:1.5319 aux_loss:0.0024 train_time:26136503ms step_avg:720.93ms
step:36265/40500 train_loss:1.5038 aux_loss:0.0022 train_time:26137224ms step_avg:720.93ms
step:36266/40500 train_loss:1.5909 aux_loss:0.0021 train_time:26137942ms step_avg:720.93ms
step:36267/40500 train_loss:1.5276 aux_loss:0.0022 train_time:26138663ms step_avg:720.93ms
step:36268/40500 train_loss:1.5477 aux_loss:0.0022 train_time:26139383ms step_avg:720.93ms
step:36269/40500 train_loss:1.5166 aux_loss:0.0022 train_time:26140101ms step_avg:720.93ms
step:36270/40500 train_loss:1.5573 aux_loss:0.0024 train_time:26140822ms step_avg:720.93ms
step:36271/40500 train_loss:1.5551 aux_loss:0.0025 train_time:26141542ms step_avg:720.93ms
step:36272/40500 train_loss:1.5077 aux_loss:0.0023 train_time:26142262ms step_avg:720.93ms
step:36273/40500 train_loss:1.5674 aux_loss:0.0023 train_time:26142982ms step_avg:720.93ms
step:36274/40500 train_loss:1.5505 aux_loss:0.0025 train_time:26143703ms step_avg:720.93ms
step:36275/40500 train_loss:1.5480 aux_loss:0.0027 train_time:26144422ms step_avg:720.93ms
step:36276/40500 train_loss:1.5379 aux_loss:0.0022 train_time:26145142ms step_avg:720.93ms
step:36277/40500 train_loss:1.5456 aux_loss:0.0023 train_time:26145861ms step_avg:720.93ms
step:36278/40500 train_loss:1.5092 aux_loss:0.0025 train_time:26146581ms step_avg:720.93ms
step:36279/40500 train_loss:1.4822 aux_loss:0.0024 train_time:26147302ms step_avg:720.93ms
step:36280/40500 train_loss:1.5221 aux_loss:0.0025 train_time:26148020ms step_avg:720.93ms
step:36281/40500 train_loss:1.5461 aux_loss:0.0022 train_time:26148739ms step_avg:720.93ms
step:36282/40500 train_loss:1.5842 aux_loss:0.0025 train_time:26149458ms step_avg:720.93ms
step:36283/40500 train_loss:1.5430 aux_loss:0.0022 train_time:26150176ms step_avg:720.93ms
step:36284/40500 train_loss:1.5172 aux_loss:0.0025 train_time:26150895ms step_avg:720.93ms
step:36285/40500 train_loss:1.5297 aux_loss:0.0025 train_time:26151616ms step_avg:720.93ms
step:36286/40500 train_loss:1.5759 aux_loss:0.0025 train_time:26152336ms step_avg:720.93ms
step:36287/40500 train_loss:1.5827 aux_loss:0.0022 train_time:26153055ms step_avg:720.93ms
step:36288/40500 train_loss:1.5691 aux_loss:0.0023 train_time:26153775ms step_avg:720.93ms
step:36289/40500 train_loss:1.5263 aux_loss:0.0023 train_time:26154494ms step_avg:720.93ms
step:36290/40500 train_loss:1.5008 aux_loss:0.0024 train_time:26155214ms step_avg:720.93ms
step:36291/40500 train_loss:1.5604 aux_loss:0.0027 train_time:26155931ms step_avg:720.93ms
step:36292/40500 train_loss:1.5557 aux_loss:0.0025 train_time:26156652ms step_avg:720.93ms
step:36293/40500 train_loss:1.5112 aux_loss:0.0026 train_time:26157374ms step_avg:720.93ms
step:36294/40500 train_loss:1.5045 aux_loss:0.0023 train_time:26158093ms step_avg:720.93ms
step:36295/40500 train_loss:1.6126 aux_loss:0.0030 train_time:26158814ms step_avg:720.93ms
step:36296/40500 train_loss:1.5881 aux_loss:0.0024 train_time:26159535ms step_avg:720.93ms
step:36297/40500 train_loss:1.6068 aux_loss:0.0027 train_time:26160254ms step_avg:720.93ms
step:36298/40500 train_loss:1.5200 aux_loss:0.0024 train_time:26160973ms step_avg:720.93ms
step:36299/40500 train_loss:1.5519 aux_loss:0.0024 train_time:26161693ms step_avg:720.93ms
step:36300/40500 train_loss:1.5347 aux_loss:0.0024 train_time:26162413ms step_avg:720.93ms
step:36301/40500 train_loss:1.4972 aux_loss:0.0026 train_time:26163132ms step_avg:720.93ms
step:36302/40500 train_loss:1.5167 aux_loss:0.0022 train_time:26163853ms step_avg:720.93ms
step:36303/40500 train_loss:1.5841 aux_loss:0.0023 train_time:26164572ms step_avg:720.93ms
step:36304/40500 train_loss:1.5221 aux_loss:0.0023 train_time:26165291ms step_avg:720.93ms
step:36305/40500 train_loss:1.5460 aux_loss:0.0024 train_time:26166012ms step_avg:720.93ms
step:36306/40500 train_loss:1.5500 aux_loss:0.0024 train_time:26166730ms step_avg:720.93ms
step:36307/40500 train_loss:1.4768 aux_loss:0.0024 train_time:26167452ms step_avg:720.93ms
step:36308/40500 train_loss:1.5274 aux_loss:0.0024 train_time:26168173ms step_avg:720.93ms
step:36309/40500 train_loss:1.5472 aux_loss:0.0024 train_time:26168893ms step_avg:720.93ms
step:36310/40500 train_loss:1.5544 aux_loss:0.0024 train_time:26169610ms step_avg:720.93ms
step:36311/40500 train_loss:1.5691 aux_loss:0.0025 train_time:26170330ms step_avg:720.93ms
step:36312/40500 train_loss:1.5486 aux_loss:0.0022 train_time:26171051ms step_avg:720.93ms
step:36313/40500 train_loss:1.5961 aux_loss:0.0024 train_time:26171771ms step_avg:720.93ms
step:36314/40500 train_loss:1.5312 aux_loss:0.0028 train_time:26172491ms step_avg:720.93ms
step:36315/40500 train_loss:1.5290 aux_loss:0.0023 train_time:26173212ms step_avg:720.93ms
step:36316/40500 train_loss:1.5177 aux_loss:0.0023 train_time:26173933ms step_avg:720.93ms
step:36317/40500 train_loss:1.5790 aux_loss:0.0023 train_time:26174652ms step_avg:720.93ms
step:36318/40500 train_loss:1.5197 aux_loss:0.0033 train_time:26175373ms step_avg:720.93ms
step:36319/40500 train_loss:1.5394 aux_loss:0.0023 train_time:26176093ms step_avg:720.93ms
step:36320/40500 train_loss:1.6045 aux_loss:0.0028 train_time:26176812ms step_avg:720.93ms
step:36321/40500 train_loss:1.6223 aux_loss:0.0024 train_time:26177532ms step_avg:720.93ms
step:36322/40500 train_loss:1.5638 aux_loss:0.0033 train_time:26178256ms step_avg:720.93ms
step:36323/40500 train_loss:1.5368 aux_loss:0.0024 train_time:26178975ms step_avg:720.93ms
step:36324/40500 train_loss:1.5891 aux_loss:0.0023 train_time:26179695ms step_avg:720.93ms
step:36325/40500 train_loss:1.5607 aux_loss:0.0024 train_time:26180414ms step_avg:720.93ms
step:36326/40500 train_loss:1.5202 aux_loss:0.0023 train_time:26181134ms step_avg:720.93ms
step:36327/40500 train_loss:1.5098 aux_loss:0.0022 train_time:26181853ms step_avg:720.93ms
step:36328/40500 train_loss:1.5449 aux_loss:0.0027 train_time:26182573ms step_avg:720.93ms
step:36329/40500 train_loss:1.5787 aux_loss:0.0029 train_time:26183292ms step_avg:720.93ms
step:36330/40500 train_loss:1.5497 aux_loss:0.0027 train_time:26184013ms step_avg:720.93ms
step:36331/40500 train_loss:1.4999 aux_loss:0.0023 train_time:26184733ms step_avg:720.93ms
step:36332/40500 train_loss:1.5842 aux_loss:0.0023 train_time:26185452ms step_avg:720.93ms
step:36333/40500 train_loss:1.5749 aux_loss:0.0024 train_time:26186174ms step_avg:720.93ms
step:36334/40500 train_loss:1.5419 aux_loss:0.0027 train_time:26186892ms step_avg:720.93ms
step:36335/40500 train_loss:1.5536 aux_loss:0.0025 train_time:26187611ms step_avg:720.93ms
step:36336/40500 train_loss:1.5771 aux_loss:0.0024 train_time:26188331ms step_avg:720.93ms
step:36337/40500 train_loss:1.5191 aux_loss:0.0021 train_time:26189052ms step_avg:720.93ms
step:36338/40500 train_loss:1.5195 aux_loss:0.0025 train_time:26189771ms step_avg:720.93ms
step:36339/40500 train_loss:1.5645 aux_loss:0.0024 train_time:26190491ms step_avg:720.93ms
step:36340/40500 train_loss:1.5494 aux_loss:0.0025 train_time:26191212ms step_avg:720.93ms
step:36341/40500 train_loss:1.5701 aux_loss:0.0023 train_time:26191931ms step_avg:720.93ms
step:36342/40500 train_loss:1.5420 aux_loss:0.0026 train_time:26192650ms step_avg:720.93ms
step:36343/40500 train_loss:1.5553 aux_loss:0.0025 train_time:26193369ms step_avg:720.93ms
step:36344/40500 train_loss:1.6034 aux_loss:0.0024 train_time:26194089ms step_avg:720.93ms
step:36345/40500 train_loss:1.5784 aux_loss:0.0026 train_time:26194806ms step_avg:720.92ms
step:36346/40500 train_loss:1.5314 aux_loss:0.0025 train_time:26195527ms step_avg:720.92ms
step:36347/40500 train_loss:1.6028 aux_loss:0.0023 train_time:26196246ms step_avg:720.92ms
step:36348/40500 train_loss:1.5599 aux_loss:0.0022 train_time:26196966ms step_avg:720.92ms
step:36349/40500 train_loss:1.4941 aux_loss:0.0023 train_time:26197687ms step_avg:720.92ms
step:36350/40500 train_loss:1.5510 aux_loss:0.0025 train_time:26198408ms step_avg:720.92ms
step:36351/40500 train_loss:1.5124 aux_loss:0.0027 train_time:26199129ms step_avg:720.92ms
step:36352/40500 train_loss:1.5348 aux_loss:0.0025 train_time:26199848ms step_avg:720.92ms
step:36353/40500 train_loss:1.5156 aux_loss:0.0025 train_time:26200569ms step_avg:720.92ms
step:36354/40500 train_loss:1.5219 aux_loss:0.0027 train_time:26201289ms step_avg:720.92ms
step:36355/40500 train_loss:1.5915 aux_loss:0.0023 train_time:26202008ms step_avg:720.92ms
step:36356/40500 train_loss:1.5346 aux_loss:0.0023 train_time:26202729ms step_avg:720.92ms
step:36357/40500 train_loss:1.5464 aux_loss:0.0023 train_time:26203448ms step_avg:720.92ms
step:36358/40500 train_loss:1.5400 aux_loss:0.0022 train_time:26204165ms step_avg:720.92ms
step:36359/40500 train_loss:1.5627 aux_loss:0.0021 train_time:26204885ms step_avg:720.92ms
step:36360/40500 train_loss:1.5269 aux_loss:0.0026 train_time:26205605ms step_avg:720.92ms
step:36361/40500 train_loss:1.5311 aux_loss:0.0024 train_time:26206324ms step_avg:720.92ms
step:36362/40500 train_loss:1.6157 aux_loss:0.0024 train_time:26207044ms step_avg:720.92ms
step:36363/40500 train_loss:1.5999 aux_loss:0.0024 train_time:26207767ms step_avg:720.92ms
step:36364/40500 train_loss:1.5293 aux_loss:0.0031 train_time:26208485ms step_avg:720.92ms
step:36365/40500 train_loss:1.5609 aux_loss:0.0025 train_time:26209205ms step_avg:720.92ms
step:36366/40500 train_loss:1.5632 aux_loss:0.0024 train_time:26209925ms step_avg:720.92ms
step:36367/40500 train_loss:1.5561 aux_loss:0.0025 train_time:26210645ms step_avg:720.92ms
step:36368/40500 train_loss:1.5065 aux_loss:0.0025 train_time:26211365ms step_avg:720.92ms
step:36369/40500 train_loss:1.5228 aux_loss:0.0025 train_time:26212084ms step_avg:720.92ms
step:36370/40500 train_loss:1.5583 aux_loss:0.0023 train_time:26212807ms step_avg:720.92ms
step:36371/40500 train_loss:1.5447 aux_loss:0.0025 train_time:26213526ms step_avg:720.92ms
step:36372/40500 train_loss:1.5429 aux_loss:0.0026 train_time:26214245ms step_avg:720.92ms
step:36373/40500 train_loss:1.4999 aux_loss:0.0024 train_time:26214965ms step_avg:720.92ms
step:36374/40500 train_loss:1.5101 aux_loss:0.0024 train_time:26215684ms step_avg:720.92ms
step:36375/40500 train_loss:1.5631 aux_loss:0.0024 train_time:26216404ms step_avg:720.92ms
step:36376/40500 train_loss:1.5408 aux_loss:0.0024 train_time:26217123ms step_avg:720.92ms
step:36377/40500 train_loss:1.5004 aux_loss:0.0025 train_time:26217843ms step_avg:720.92ms
step:36378/40500 train_loss:1.5440 aux_loss:0.0025 train_time:26218562ms step_avg:720.92ms
step:36379/40500 train_loss:1.5431 aux_loss:0.0026 train_time:26219282ms step_avg:720.92ms
step:36380/40500 train_loss:1.5748 aux_loss:0.0026 train_time:26220001ms step_avg:720.92ms
step:36381/40500 train_loss:1.5532 aux_loss:0.0023 train_time:26220721ms step_avg:720.92ms
step:36382/40500 train_loss:1.5672 aux_loss:0.0023 train_time:26221440ms step_avg:720.92ms
step:36383/40500 train_loss:1.5640 aux_loss:0.0024 train_time:26222160ms step_avg:720.92ms
step:36384/40500 train_loss:1.5029 aux_loss:0.0023 train_time:26222880ms step_avg:720.92ms
step:36385/40500 train_loss:1.5175 aux_loss:0.0022 train_time:26223599ms step_avg:720.92ms
step:36386/40500 train_loss:1.5747 aux_loss:0.0024 train_time:26224320ms step_avg:720.92ms
step:36387/40500 train_loss:1.5175 aux_loss:0.0024 train_time:26225041ms step_avg:720.92ms
step:36388/40500 train_loss:1.5742 aux_loss:0.0024 train_time:26225760ms step_avg:720.92ms
step:36389/40500 train_loss:1.6414 aux_loss:0.0025 train_time:26226480ms step_avg:720.92ms
step:36390/40500 train_loss:1.5582 aux_loss:0.0024 train_time:26227200ms step_avg:720.92ms
step:36391/40500 train_loss:1.5460 aux_loss:0.0023 train_time:26227919ms step_avg:720.92ms
step:36392/40500 train_loss:1.5507 aux_loss:0.0026 train_time:26228638ms step_avg:720.92ms
step:36393/40500 train_loss:1.5454 aux_loss:0.0023 train_time:26229358ms step_avg:720.92ms
step:36394/40500 train_loss:1.5237 aux_loss:0.0025 train_time:26230079ms step_avg:720.92ms
step:36395/40500 train_loss:1.5994 aux_loss:0.0023 train_time:26230798ms step_avg:720.92ms
step:36396/40500 train_loss:1.5843 aux_loss:0.0026 train_time:26231518ms step_avg:720.92ms
step:36397/40500 train_loss:1.5071 aux_loss:0.0025 train_time:26232240ms step_avg:720.92ms
step:36398/40500 train_loss:1.5790 aux_loss:0.0023 train_time:26232957ms step_avg:720.92ms
step:36399/40500 train_loss:1.5132 aux_loss:0.0023 train_time:26233677ms step_avg:720.92ms
step:36400/40500 train_loss:1.5339 aux_loss:0.0023 train_time:26234395ms step_avg:720.92ms
step:36401/40500 train_loss:1.4912 aux_loss:0.0022 train_time:26235112ms step_avg:720.92ms
step:36402/40500 train_loss:1.5075 aux_loss:0.0027 train_time:26235833ms step_avg:720.92ms
step:36403/40500 train_loss:1.5532 aux_loss:0.0026 train_time:26236553ms step_avg:720.92ms
step:36404/40500 train_loss:1.5684 aux_loss:0.0024 train_time:26237274ms step_avg:720.92ms
step:36405/40500 train_loss:1.5644 aux_loss:0.0022 train_time:26237994ms step_avg:720.92ms
step:36406/40500 train_loss:1.4865 aux_loss:0.0023 train_time:26238715ms step_avg:720.92ms
step:36407/40500 train_loss:1.5296 aux_loss:0.0023 train_time:26239435ms step_avg:720.92ms
step:36408/40500 train_loss:1.5720 aux_loss:0.0022 train_time:26240155ms step_avg:720.92ms
step:36409/40500 train_loss:1.5125 aux_loss:0.0022 train_time:26240874ms step_avg:720.92ms
step:36410/40500 train_loss:1.5207 aux_loss:0.0024 train_time:26241595ms step_avg:720.92ms
step:36411/40500 train_loss:1.5263 aux_loss:0.0025 train_time:26242315ms step_avg:720.92ms
step:36412/40500 train_loss:1.5378 aux_loss:0.0023 train_time:26243035ms step_avg:720.92ms
step:36413/40500 train_loss:1.6049 aux_loss:0.0025 train_time:26243753ms step_avg:720.92ms
step:36414/40500 train_loss:1.5536 aux_loss:0.0022 train_time:26244474ms step_avg:720.92ms
step:36415/40500 train_loss:1.5317 aux_loss:0.0023 train_time:26245193ms step_avg:720.92ms
step:36416/40500 train_loss:1.4967 aux_loss:0.0022 train_time:26245913ms step_avg:720.92ms
step:36417/40500 train_loss:1.5158 aux_loss:0.0022 train_time:26246633ms step_avg:720.92ms
step:36418/40500 train_loss:1.5451 aux_loss:0.0023 train_time:26247353ms step_avg:720.92ms
step:36419/40500 train_loss:1.5557 aux_loss:0.0023 train_time:26248075ms step_avg:720.92ms
step:36420/40500 train_loss:1.5685 aux_loss:0.0023 train_time:26248793ms step_avg:720.92ms
step:36421/40500 train_loss:1.4910 aux_loss:0.0025 train_time:26249515ms step_avg:720.92ms
step:36422/40500 train_loss:1.5220 aux_loss:0.0028 train_time:26250233ms step_avg:720.92ms
step:36423/40500 train_loss:1.5259 aux_loss:0.0024 train_time:26250954ms step_avg:720.92ms
step:36424/40500 train_loss:1.5830 aux_loss:0.0027 train_time:26251675ms step_avg:720.92ms
step:36425/40500 train_loss:1.4873 aux_loss:0.0025 train_time:26252394ms step_avg:720.92ms
step:36426/40500 train_loss:1.5459 aux_loss:0.0024 train_time:26253114ms step_avg:720.92ms
step:36427/40500 train_loss:1.5684 aux_loss:0.0022 train_time:26253832ms step_avg:720.92ms
step:36428/40500 train_loss:1.5730 aux_loss:0.0023 train_time:26254553ms step_avg:720.92ms
step:36429/40500 train_loss:1.5183 aux_loss:0.0022 train_time:26255272ms step_avg:720.92ms
step:36430/40500 train_loss:1.5630 aux_loss:0.0024 train_time:26255992ms step_avg:720.92ms
step:36431/40500 train_loss:1.5413 aux_loss:0.0023 train_time:26256711ms step_avg:720.92ms
step:36432/40500 train_loss:1.4662 aux_loss:0.0022 train_time:26257432ms step_avg:720.92ms
step:36433/40500 train_loss:1.5561 aux_loss:0.0025 train_time:26258151ms step_avg:720.92ms
step:36434/40500 train_loss:1.5383 aux_loss:0.0023 train_time:26258869ms step_avg:720.92ms
step:36435/40500 train_loss:1.5540 aux_loss:0.0024 train_time:26259589ms step_avg:720.92ms
step:36436/40500 train_loss:1.5661 aux_loss:0.0024 train_time:26260306ms step_avg:720.92ms
step:36437/40500 train_loss:1.5892 aux_loss:0.0025 train_time:26261026ms step_avg:720.92ms
step:36438/40500 train_loss:1.5836 aux_loss:0.0025 train_time:26261745ms step_avg:720.92ms
step:36439/40500 train_loss:1.5588 aux_loss:0.0028 train_time:26262465ms step_avg:720.92ms
step:36440/40500 train_loss:1.5708 aux_loss:0.0025 train_time:26263184ms step_avg:720.92ms
step:36441/40500 train_loss:1.4773 aux_loss:0.0026 train_time:26263903ms step_avg:720.92ms
step:36442/40500 train_loss:1.5471 aux_loss:0.0024 train_time:26264622ms step_avg:720.92ms
step:36443/40500 train_loss:1.5547 aux_loss:0.0025 train_time:26265342ms step_avg:720.92ms
step:36444/40500 train_loss:1.5776 aux_loss:0.0025 train_time:26266063ms step_avg:720.92ms
step:36445/40500 train_loss:1.5425 aux_loss:0.0025 train_time:26266781ms step_avg:720.92ms
step:36446/40500 train_loss:1.6136 aux_loss:0.0022 train_time:26267503ms step_avg:720.92ms
step:36447/40500 train_loss:1.4971 aux_loss:0.0024 train_time:26268223ms step_avg:720.92ms
step:36448/40500 train_loss:1.5140 aux_loss:0.0023 train_time:26268942ms step_avg:720.92ms
step:36449/40500 train_loss:1.5429 aux_loss:0.0024 train_time:26269665ms step_avg:720.92ms
step:36450/40500 train_loss:1.5216 aux_loss:0.0029 train_time:26270384ms step_avg:720.92ms
step:36451/40500 train_loss:1.5431 aux_loss:0.0025 train_time:26271102ms step_avg:720.92ms
step:36452/40500 train_loss:1.5504 aux_loss:0.0027 train_time:26271821ms step_avg:720.92ms
step:36453/40500 train_loss:1.5282 aux_loss:0.0027 train_time:26272543ms step_avg:720.92ms
step:36454/40500 train_loss:1.5146 aux_loss:0.0027 train_time:26273265ms step_avg:720.92ms
step:36455/40500 train_loss:1.5629 aux_loss:0.0022 train_time:26273985ms step_avg:720.92ms
step:36456/40500 train_loss:1.5134 aux_loss:0.0021 train_time:26274707ms step_avg:720.92ms
step:36457/40500 train_loss:1.5344 aux_loss:0.0023 train_time:26275425ms step_avg:720.92ms
step:36458/40500 train_loss:1.5634 aux_loss:0.0023 train_time:26276145ms step_avg:720.92ms
step:36459/40500 train_loss:1.5208 aux_loss:0.0027 train_time:26276864ms step_avg:720.92ms
step:36460/40500 train_loss:1.5570 aux_loss:0.0024 train_time:26277583ms step_avg:720.92ms
step:36461/40500 train_loss:1.5258 aux_loss:0.0023 train_time:26278305ms step_avg:720.92ms
step:36462/40500 train_loss:1.5746 aux_loss:0.0023 train_time:26279024ms step_avg:720.92ms
step:36463/40500 train_loss:1.5325 aux_loss:0.0022 train_time:26279743ms step_avg:720.92ms
step:36464/40500 train_loss:1.5470 aux_loss:0.0030 train_time:26280462ms step_avg:720.92ms
step:36465/40500 train_loss:1.5133 aux_loss:0.0024 train_time:26281182ms step_avg:720.92ms
step:36466/40500 train_loss:1.6088 aux_loss:0.0024 train_time:26281899ms step_avg:720.92ms
step:36467/40500 train_loss:1.5721 aux_loss:0.0024 train_time:26282620ms step_avg:720.92ms
step:36468/40500 train_loss:1.5249 aux_loss:0.0023 train_time:26283341ms step_avg:720.92ms
step:36469/40500 train_loss:1.5584 aux_loss:0.0030 train_time:26284060ms step_avg:720.92ms
step:36470/40500 train_loss:1.6037 aux_loss:0.0028 train_time:26284779ms step_avg:720.92ms
step:36471/40500 train_loss:1.5724 aux_loss:0.0025 train_time:26285499ms step_avg:720.92ms
step:36472/40500 train_loss:1.5115 aux_loss:0.0023 train_time:26286220ms step_avg:720.92ms
step:36473/40500 train_loss:1.5554 aux_loss:0.0022 train_time:26286938ms step_avg:720.92ms
step:36474/40500 train_loss:1.4795 aux_loss:0.0024 train_time:26287659ms step_avg:720.92ms
step:36475/40500 train_loss:1.5635 aux_loss:0.0023 train_time:26288380ms step_avg:720.92ms
step:36476/40500 train_loss:1.5175 aux_loss:0.0037 train_time:26289100ms step_avg:720.92ms
step:36477/40500 train_loss:1.5539 aux_loss:0.0022 train_time:26289819ms step_avg:720.92ms
step:36478/40500 train_loss:1.5879 aux_loss:0.0024 train_time:26290537ms step_avg:720.92ms
step:36479/40500 train_loss:1.5670 aux_loss:0.0023 train_time:26291256ms step_avg:720.92ms
step:36480/40500 train_loss:1.5368 aux_loss:0.0024 train_time:26291977ms step_avg:720.92ms
step:36481/40500 train_loss:1.6000 aux_loss:0.0023 train_time:26292695ms step_avg:720.92ms
step:36482/40500 train_loss:1.5317 aux_loss:0.0024 train_time:26293415ms step_avg:720.92ms
step:36483/40500 train_loss:1.5179 aux_loss:0.0024 train_time:26294136ms step_avg:720.92ms
step:36484/40500 train_loss:1.5830 aux_loss:0.0025 train_time:26294854ms step_avg:720.92ms
step:36485/40500 train_loss:1.5866 aux_loss:0.0026 train_time:26295580ms step_avg:720.92ms
step:36486/40500 train_loss:1.5747 aux_loss:0.0024 train_time:26296296ms step_avg:720.92ms
step:36487/40500 train_loss:1.5519 aux_loss:0.0021 train_time:26297016ms step_avg:720.92ms
step:36488/40500 train_loss:1.5350 aux_loss:0.0022 train_time:26297738ms step_avg:720.92ms
step:36489/40500 train_loss:1.5771 aux_loss:0.0024 train_time:26298457ms step_avg:720.92ms
step:36490/40500 train_loss:1.5514 aux_loss:0.0026 train_time:26299178ms step_avg:720.92ms
step:36491/40500 train_loss:1.5710 aux_loss:0.0024 train_time:26299898ms step_avg:720.92ms
step:36492/40500 train_loss:1.5350 aux_loss:0.0023 train_time:26300618ms step_avg:720.92ms
step:36493/40500 train_loss:1.5649 aux_loss:0.0023 train_time:26301337ms step_avg:720.92ms
step:36494/40500 train_loss:1.5746 aux_loss:0.0028 train_time:26302056ms step_avg:720.92ms
step:36495/40500 train_loss:1.5610 aux_loss:0.0027 train_time:26302776ms step_avg:720.92ms
step:36496/40500 train_loss:1.5719 aux_loss:0.0031 train_time:26303496ms step_avg:720.92ms
step:36497/40500 train_loss:1.5652 aux_loss:0.0023 train_time:26304216ms step_avg:720.92ms
step:36498/40500 train_loss:1.5772 aux_loss:0.0023 train_time:26304938ms step_avg:720.92ms
step:36499/40500 train_loss:1.5638 aux_loss:0.0026 train_time:26305656ms step_avg:720.92ms
step:36500/40500 train_loss:1.6190 aux_loss:0.0024 train_time:26306376ms step_avg:720.92ms
step:36501/40500 train_loss:1.5500 aux_loss:0.0022 train_time:26307095ms step_avg:720.92ms
step:36502/40500 train_loss:1.5691 aux_loss:0.0024 train_time:26307814ms step_avg:720.92ms
step:36503/40500 train_loss:1.5512 aux_loss:0.0025 train_time:26308535ms step_avg:720.92ms
step:36504/40500 train_loss:1.5504 aux_loss:0.0033 train_time:26309255ms step_avg:720.92ms
step:36505/40500 train_loss:1.5466 aux_loss:0.0024 train_time:26309977ms step_avg:720.92ms
step:36506/40500 train_loss:1.5635 aux_loss:0.0024 train_time:26310695ms step_avg:720.92ms
step:36507/40500 train_loss:1.5966 aux_loss:0.0024 train_time:26311415ms step_avg:720.92ms
step:36508/40500 train_loss:1.5418 aux_loss:0.0027 train_time:26312134ms step_avg:720.92ms
step:36509/40500 train_loss:1.5930 aux_loss:0.0024 train_time:26312854ms step_avg:720.92ms
step:36510/40500 train_loss:1.5563 aux_loss:0.0024 train_time:26313575ms step_avg:720.92ms
step:36511/40500 train_loss:1.5546 aux_loss:0.0023 train_time:26314293ms step_avg:720.92ms
step:36512/40500 train_loss:1.5755 aux_loss:0.0026 train_time:26315012ms step_avg:720.92ms
step:36513/40500 train_loss:1.5161 aux_loss:0.0023 train_time:26315731ms step_avg:720.92ms
step:36514/40500 train_loss:1.5513 aux_loss:0.0024 train_time:26316452ms step_avg:720.92ms
step:36515/40500 train_loss:1.5483 aux_loss:0.0025 train_time:26317171ms step_avg:720.92ms
step:36516/40500 train_loss:1.5383 aux_loss:0.0024 train_time:26317890ms step_avg:720.92ms
step:36517/40500 train_loss:1.5693 aux_loss:0.0023 train_time:26318609ms step_avg:720.92ms
step:36518/40500 train_loss:1.6055 aux_loss:0.0029 train_time:26319329ms step_avg:720.92ms
step:36519/40500 train_loss:1.5538 aux_loss:0.0022 train_time:26320046ms step_avg:720.92ms
step:36520/40500 train_loss:1.6030 aux_loss:0.0024 train_time:26320764ms step_avg:720.92ms
step:36521/40500 train_loss:1.5646 aux_loss:0.0025 train_time:26321485ms step_avg:720.92ms
step:36522/40500 train_loss:1.5271 aux_loss:0.0025 train_time:26322205ms step_avg:720.92ms
step:36523/40500 train_loss:1.4985 aux_loss:0.0024 train_time:26322925ms step_avg:720.92ms
step:36524/40500 train_loss:1.5507 aux_loss:0.0027 train_time:26323645ms step_avg:720.92ms
step:36525/40500 train_loss:1.5991 aux_loss:0.0024 train_time:26324366ms step_avg:720.92ms
step:36526/40500 train_loss:1.5517 aux_loss:0.0023 train_time:26325087ms step_avg:720.92ms
step:36527/40500 train_loss:1.5315 aux_loss:0.0023 train_time:26325805ms step_avg:720.92ms
step:36528/40500 train_loss:1.5177 aux_loss:0.0025 train_time:26326526ms step_avg:720.92ms
step:36529/40500 train_loss:1.4934 aux_loss:0.0023 train_time:26327245ms step_avg:720.92ms
step:36530/40500 train_loss:1.5467 aux_loss:0.0023 train_time:26327964ms step_avg:720.92ms
step:36531/40500 train_loss:1.5791 aux_loss:0.0025 train_time:26328684ms step_avg:720.92ms
step:36532/40500 train_loss:1.5524 aux_loss:0.0025 train_time:26329405ms step_avg:720.92ms
step:36533/40500 train_loss:1.5860 aux_loss:0.0023 train_time:26330125ms step_avg:720.92ms
step:36534/40500 train_loss:1.5116 aux_loss:0.0023 train_time:26330845ms step_avg:720.92ms
step:36535/40500 train_loss:1.5408 aux_loss:0.0027 train_time:26331565ms step_avg:720.92ms
step:36536/40500 train_loss:1.5443 aux_loss:0.0026 train_time:26332284ms step_avg:720.92ms
step:36537/40500 train_loss:1.5258 aux_loss:0.0025 train_time:26333003ms step_avg:720.92ms
step:36538/40500 train_loss:1.5382 aux_loss:0.0025 train_time:26333723ms step_avg:720.92ms
step:36539/40500 train_loss:1.5605 aux_loss:0.0025 train_time:26334442ms step_avg:720.92ms
step:36540/40500 train_loss:1.5157 aux_loss:0.0023 train_time:26335163ms step_avg:720.92ms
step:36541/40500 train_loss:1.5565 aux_loss:0.0023 train_time:26335884ms step_avg:720.92ms
step:36542/40500 train_loss:1.5481 aux_loss:0.0027 train_time:26336603ms step_avg:720.92ms
step:36543/40500 train_loss:1.5294 aux_loss:0.0021 train_time:26337322ms step_avg:720.92ms
step:36544/40500 train_loss:1.5355 aux_loss:0.0022 train_time:26338043ms step_avg:720.92ms
step:36545/40500 train_loss:1.5839 aux_loss:0.0023 train_time:26338762ms step_avg:720.92ms
step:36546/40500 train_loss:1.5855 aux_loss:0.0022 train_time:26339482ms step_avg:720.92ms
step:36547/40500 train_loss:1.5418 aux_loss:0.0022 train_time:26340200ms step_avg:720.92ms
step:36548/40500 train_loss:1.5040 aux_loss:0.0022 train_time:26340921ms step_avg:720.92ms
step:36549/40500 train_loss:1.5895 aux_loss:0.0024 train_time:26341643ms step_avg:720.92ms
step:36550/40500 train_loss:1.5550 aux_loss:0.0025 train_time:26342361ms step_avg:720.92ms
step:36551/40500 train_loss:1.5529 aux_loss:0.0026 train_time:26343080ms step_avg:720.92ms
step:36552/40500 train_loss:1.5783 aux_loss:0.0026 train_time:26343801ms step_avg:720.92ms
step:36553/40500 train_loss:1.5582 aux_loss:0.0022 train_time:26344521ms step_avg:720.92ms
step:36554/40500 train_loss:1.5797 aux_loss:0.0026 train_time:26345239ms step_avg:720.92ms
step:36555/40500 train_loss:1.4777 aux_loss:0.0023 train_time:26345958ms step_avg:720.92ms
step:36556/40500 train_loss:1.5802 aux_loss:0.0023 train_time:26346678ms step_avg:720.92ms
step:36557/40500 train_loss:1.5470 aux_loss:0.0023 train_time:26347397ms step_avg:720.92ms
step:36558/40500 train_loss:1.5193 aux_loss:0.0022 train_time:26348118ms step_avg:720.92ms
step:36559/40500 train_loss:1.5087 aux_loss:0.0022 train_time:26348836ms step_avg:720.92ms
step:36560/40500 train_loss:1.5349 aux_loss:0.0024 train_time:26349554ms step_avg:720.92ms
step:36561/40500 train_loss:1.5736 aux_loss:0.0022 train_time:26350275ms step_avg:720.92ms
step:36562/40500 train_loss:1.5628 aux_loss:0.0025 train_time:26350994ms step_avg:720.92ms
step:36563/40500 train_loss:1.5242 aux_loss:0.0029 train_time:26351713ms step_avg:720.92ms
step:36564/40500 train_loss:1.5795 aux_loss:0.0030 train_time:26352434ms step_avg:720.92ms
step:36565/40500 train_loss:1.5109 aux_loss:0.0023 train_time:26353151ms step_avg:720.92ms
step:36566/40500 train_loss:1.5441 aux_loss:0.0022 train_time:26353871ms step_avg:720.92ms
step:36567/40500 train_loss:1.5794 aux_loss:0.0024 train_time:26354590ms step_avg:720.92ms
step:36568/40500 train_loss:1.5514 aux_loss:0.0025 train_time:26355307ms step_avg:720.92ms
step:36569/40500 train_loss:1.5161 aux_loss:0.0023 train_time:26356024ms step_avg:720.92ms
step:36570/40500 train_loss:1.5298 aux_loss:0.0024 train_time:26356743ms step_avg:720.92ms
step:36571/40500 train_loss:1.5196 aux_loss:0.0023 train_time:26357462ms step_avg:720.92ms
step:36572/40500 train_loss:1.4959 aux_loss:0.0023 train_time:26358182ms step_avg:720.92ms
step:36573/40500 train_loss:1.5916 aux_loss:0.0024 train_time:26358902ms step_avg:720.92ms
step:36574/40500 train_loss:1.5347 aux_loss:0.0022 train_time:26359622ms step_avg:720.92ms
step:36575/40500 train_loss:1.5511 aux_loss:0.0024 train_time:26360342ms step_avg:720.92ms
step:36576/40500 train_loss:1.5668 aux_loss:0.0023 train_time:26361062ms step_avg:720.92ms
step:36577/40500 train_loss:1.5374 aux_loss:0.0022 train_time:26361781ms step_avg:720.92ms
step:36578/40500 train_loss:1.5241 aux_loss:0.0025 train_time:26362501ms step_avg:720.92ms
step:36579/40500 train_loss:1.5599 aux_loss:0.0023 train_time:26363220ms step_avg:720.92ms
step:36580/40500 train_loss:1.6187 aux_loss:0.0024 train_time:26363940ms step_avg:720.92ms
step:36581/40500 train_loss:1.5438 aux_loss:0.0023 train_time:26364661ms step_avg:720.92ms
step:36582/40500 train_loss:1.5540 aux_loss:0.0024 train_time:26365380ms step_avg:720.92ms
step:36583/40500 train_loss:1.5186 aux_loss:0.0022 train_time:26366100ms step_avg:720.92ms
step:36584/40500 train_loss:1.5113 aux_loss:0.0024 train_time:26366819ms step_avg:720.92ms
step:36585/40500 train_loss:1.5475 aux_loss:0.0023 train_time:26367539ms step_avg:720.92ms
step:36586/40500 train_loss:1.5959 aux_loss:0.0025 train_time:26368258ms step_avg:720.92ms
step:36587/40500 train_loss:1.5863 aux_loss:0.0025 train_time:26368979ms step_avg:720.92ms
step:36588/40500 train_loss:1.5160 aux_loss:0.0024 train_time:26369699ms step_avg:720.92ms
step:36589/40500 train_loss:1.5440 aux_loss:0.0024 train_time:26370418ms step_avg:720.92ms
step:36590/40500 train_loss:1.5802 aux_loss:0.0024 train_time:26371138ms step_avg:720.92ms
step:36591/40500 train_loss:1.5131 aux_loss:0.0024 train_time:26371858ms step_avg:720.92ms
step:36592/40500 train_loss:1.5628 aux_loss:0.0024 train_time:26372577ms step_avg:720.92ms
step:36593/40500 train_loss:1.5419 aux_loss:0.0023 train_time:26373299ms step_avg:720.92ms
step:36594/40500 train_loss:1.4793 aux_loss:0.0022 train_time:26374019ms step_avg:720.92ms
step:36595/40500 train_loss:1.5028 aux_loss:0.0022 train_time:26374739ms step_avg:720.92ms
step:36596/40500 train_loss:1.6585 aux_loss:0.0023 train_time:26375458ms step_avg:720.92ms
step:36597/40500 train_loss:1.5335 aux_loss:0.0021 train_time:26376177ms step_avg:720.92ms
step:36598/40500 train_loss:1.5667 aux_loss:0.0025 train_time:26376895ms step_avg:720.92ms
step:36599/40500 train_loss:1.5725 aux_loss:0.0024 train_time:26377613ms step_avg:720.92ms
step:36600/40500 train_loss:1.5519 aux_loss:0.0023 train_time:26378335ms step_avg:720.92ms
step:36601/40500 train_loss:1.5471 aux_loss:0.0025 train_time:26379057ms step_avg:720.92ms
step:36602/40500 train_loss:1.5300 aux_loss:0.0022 train_time:26379778ms step_avg:720.92ms
step:36603/40500 train_loss:1.5626 aux_loss:0.0023 train_time:26380497ms step_avg:720.92ms
step:36604/40500 train_loss:1.5221 aux_loss:0.0026 train_time:26381217ms step_avg:720.92ms
step:36605/40500 train_loss:1.5611 aux_loss:0.0023 train_time:26381936ms step_avg:720.92ms
step:36606/40500 train_loss:1.5986 aux_loss:0.0025 train_time:26382655ms step_avg:720.92ms
step:36607/40500 train_loss:1.5809 aux_loss:0.0025 train_time:26383374ms step_avg:720.92ms
step:36608/40500 train_loss:1.5705 aux_loss:0.0023 train_time:26384095ms step_avg:720.92ms
step:36609/40500 train_loss:1.6146 aux_loss:0.0026 train_time:26384815ms step_avg:720.92ms
step:36610/40500 train_loss:1.5351 aux_loss:0.0022 train_time:26385533ms step_avg:720.92ms
step:36611/40500 train_loss:1.5763 aux_loss:0.0021 train_time:26386253ms step_avg:720.92ms
step:36612/40500 train_loss:1.5568 aux_loss:0.0023 train_time:26386976ms step_avg:720.92ms
step:36613/40500 train_loss:1.5007 aux_loss:0.0023 train_time:26387693ms step_avg:720.92ms
step:36614/40500 train_loss:1.6095 aux_loss:0.0023 train_time:26388413ms step_avg:720.92ms
step:36615/40500 train_loss:1.5241 aux_loss:0.0025 train_time:26389132ms step_avg:720.92ms
step:36616/40500 train_loss:1.5803 aux_loss:0.0024 train_time:26389851ms step_avg:720.92ms
step:36617/40500 train_loss:1.5740 aux_loss:0.0023 train_time:26390570ms step_avg:720.92ms
step:36618/40500 train_loss:1.5475 aux_loss:0.0023 train_time:26391291ms step_avg:720.92ms
step:36619/40500 train_loss:1.6003 aux_loss:0.0026 train_time:26392009ms step_avg:720.92ms
step:36620/40500 train_loss:1.5474 aux_loss:0.0025 train_time:26392729ms step_avg:720.92ms
step:36621/40500 train_loss:1.5711 aux_loss:0.0024 train_time:26393448ms step_avg:720.92ms
step:36622/40500 train_loss:1.5071 aux_loss:0.0023 train_time:26394165ms step_avg:720.92ms
step:36623/40500 train_loss:1.4972 aux_loss:0.0021 train_time:26394885ms step_avg:720.92ms
step:36624/40500 train_loss:1.5314 aux_loss:0.0025 train_time:26395604ms step_avg:720.92ms
step:36625/40500 train_loss:1.5732 aux_loss:0.0024 train_time:26396323ms step_avg:720.92ms
step:36626/40500 train_loss:1.5585 aux_loss:0.0025 train_time:26397041ms step_avg:720.92ms
step:36627/40500 train_loss:1.4957 aux_loss:0.0035 train_time:26397759ms step_avg:720.92ms
step:36628/40500 train_loss:1.5630 aux_loss:0.0025 train_time:26398478ms step_avg:720.92ms
step:36629/40500 train_loss:1.5276 aux_loss:0.0023 train_time:26399199ms step_avg:720.92ms
step:36630/40500 train_loss:1.5803 aux_loss:0.0026 train_time:26399920ms step_avg:720.92ms
step:36631/40500 train_loss:1.6155 aux_loss:0.0023 train_time:26400638ms step_avg:720.92ms
step:36632/40500 train_loss:1.5825 aux_loss:0.0022 train_time:26401360ms step_avg:720.92ms
step:36633/40500 train_loss:1.5281 aux_loss:0.0023 train_time:26402078ms step_avg:720.92ms
step:36634/40500 train_loss:1.5394 aux_loss:0.0024 train_time:26402796ms step_avg:720.92ms
step:36635/40500 train_loss:1.5190 aux_loss:0.0025 train_time:26403515ms step_avg:720.92ms
step:36636/40500 train_loss:1.5403 aux_loss:0.0025 train_time:26404235ms step_avg:720.92ms
step:36637/40500 train_loss:1.5389 aux_loss:0.0024 train_time:26404953ms step_avg:720.91ms
step:36638/40500 train_loss:1.5221 aux_loss:0.0024 train_time:26405672ms step_avg:720.91ms
step:36639/40500 train_loss:1.5922 aux_loss:0.0024 train_time:26406391ms step_avg:720.91ms
step:36640/40500 train_loss:1.5281 aux_loss:0.0025 train_time:26407109ms step_avg:720.91ms
step:36641/40500 train_loss:1.5480 aux_loss:0.0024 train_time:26407831ms step_avg:720.91ms
step:36642/40500 train_loss:1.5623 aux_loss:0.0023 train_time:26408549ms step_avg:720.91ms
step:36643/40500 train_loss:1.5603 aux_loss:0.0023 train_time:26409267ms step_avg:720.91ms
step:36644/40500 train_loss:1.5106 aux_loss:0.0024 train_time:26409987ms step_avg:720.91ms
step:36645/40500 train_loss:1.5454 aux_loss:0.0024 train_time:26410707ms step_avg:720.91ms
step:36646/40500 train_loss:1.5433 aux_loss:0.0026 train_time:26411426ms step_avg:720.91ms
step:36647/40500 train_loss:1.5002 aux_loss:0.0024 train_time:26412147ms step_avg:720.91ms
step:36648/40500 train_loss:1.5805 aux_loss:0.0025 train_time:26412865ms step_avg:720.91ms
step:36649/40500 train_loss:1.5016 aux_loss:0.0024 train_time:26413585ms step_avg:720.91ms
step:36650/40500 train_loss:1.5557 aux_loss:0.0030 train_time:26414305ms step_avg:720.91ms
step:36651/40500 train_loss:1.5410 aux_loss:0.0025 train_time:26415025ms step_avg:720.91ms
step:36652/40500 train_loss:1.5790 aux_loss:0.0026 train_time:26415741ms step_avg:720.91ms
step:36653/40500 train_loss:1.6188 aux_loss:0.0023 train_time:26416467ms step_avg:720.91ms
step:36654/40500 train_loss:1.5095 aux_loss:0.0023 train_time:26417187ms step_avg:720.91ms
step:36655/40500 train_loss:1.5332 aux_loss:0.0023 train_time:26417904ms step_avg:720.91ms
step:36656/40500 train_loss:1.4899 aux_loss:0.0024 train_time:26418625ms step_avg:720.91ms
step:36657/40500 train_loss:1.5179 aux_loss:0.0022 train_time:26419345ms step_avg:720.91ms
step:36658/40500 train_loss:1.5217 aux_loss:0.0103 train_time:26420065ms step_avg:720.91ms
step:36659/40500 train_loss:1.5713 aux_loss:0.0022 train_time:26420786ms step_avg:720.91ms
step:36660/40500 train_loss:1.5442 aux_loss:0.0022 train_time:26421505ms step_avg:720.91ms
step:36661/40500 train_loss:1.6030 aux_loss:0.0028 train_time:26422223ms step_avg:720.91ms
step:36662/40500 train_loss:1.6184 aux_loss:0.0023 train_time:26422940ms step_avg:720.91ms
step:36663/40500 train_loss:1.6446 aux_loss:0.0024 train_time:26423662ms step_avg:720.91ms
step:36664/40500 train_loss:1.5647 aux_loss:0.0024 train_time:26424382ms step_avg:720.91ms
step:36665/40500 train_loss:1.5598 aux_loss:0.0023 train_time:26425104ms step_avg:720.91ms
step:36666/40500 train_loss:1.5634 aux_loss:0.0024 train_time:26425823ms step_avg:720.91ms
step:36667/40500 train_loss:1.5817 aux_loss:0.0022 train_time:26426544ms step_avg:720.91ms
step:36668/40500 train_loss:1.5141 aux_loss:0.0023 train_time:26427264ms step_avg:720.91ms
step:36669/40500 train_loss:1.6309 aux_loss:0.0033 train_time:26427983ms step_avg:720.91ms
step:36670/40500 train_loss:1.5788 aux_loss:0.0024 train_time:26428703ms step_avg:720.91ms
step:36671/40500 train_loss:1.5092 aux_loss:0.0024 train_time:26429423ms step_avg:720.91ms
step:36672/40500 train_loss:1.5014 aux_loss:0.0023 train_time:26430144ms step_avg:720.91ms
step:36673/40500 train_loss:1.5512 aux_loss:0.0023 train_time:26430863ms step_avg:720.91ms
step:36674/40500 train_loss:1.5227 aux_loss:0.0023 train_time:26431582ms step_avg:720.91ms
step:36675/40500 train_loss:1.5653 aux_loss:0.0023 train_time:26432301ms step_avg:720.91ms
step:36676/40500 train_loss:1.5351 aux_loss:0.0024 train_time:26433022ms step_avg:720.91ms
step:36677/40500 train_loss:1.5112 aux_loss:0.0026 train_time:26433742ms step_avg:720.91ms
step:36678/40500 train_loss:1.4632 aux_loss:0.0021 train_time:26434461ms step_avg:720.91ms
step:36679/40500 train_loss:1.5702 aux_loss:0.0023 train_time:26435180ms step_avg:720.91ms
step:36680/40500 train_loss:1.4916 aux_loss:0.0023 train_time:26435900ms step_avg:720.91ms
step:36681/40500 train_loss:1.5642 aux_loss:0.0023 train_time:26436619ms step_avg:720.91ms
step:36682/40500 train_loss:1.5195 aux_loss:0.0024 train_time:26437339ms step_avg:720.91ms
step:36683/40500 train_loss:1.6024 aux_loss:0.0024 train_time:26438059ms step_avg:720.91ms
step:36684/40500 train_loss:1.4845 aux_loss:0.0022 train_time:26438779ms step_avg:720.91ms
step:36685/40500 train_loss:1.5670 aux_loss:0.0033 train_time:26439499ms step_avg:720.91ms
step:36686/40500 train_loss:1.5747 aux_loss:0.0024 train_time:26440219ms step_avg:720.91ms
step:36687/40500 train_loss:1.4968 aux_loss:0.0026 train_time:26440934ms step_avg:720.91ms
step:36688/40500 train_loss:1.5633 aux_loss:0.0024 train_time:26441659ms step_avg:720.91ms
step:36689/40500 train_loss:1.5258 aux_loss:0.0025 train_time:26442381ms step_avg:720.91ms
step:36690/40500 train_loss:1.5900 aux_loss:0.0025 train_time:26443099ms step_avg:720.91ms
step:36691/40500 train_loss:1.5712 aux_loss:0.0023 train_time:26443818ms step_avg:720.91ms
step:36692/40500 train_loss:1.5277 aux_loss:0.0024 train_time:26444538ms step_avg:720.91ms
step:36693/40500 train_loss:1.5307 aux_loss:0.0024 train_time:26445258ms step_avg:720.91ms
step:36694/40500 train_loss:1.5292 aux_loss:0.0025 train_time:26445977ms step_avg:720.91ms
step:36695/40500 train_loss:1.5281 aux_loss:0.0025 train_time:26446697ms step_avg:720.91ms
step:36696/40500 train_loss:1.5931 aux_loss:0.0025 train_time:26447417ms step_avg:720.91ms
step:36697/40500 train_loss:1.5416 aux_loss:0.0024 train_time:26448137ms step_avg:720.91ms
step:36698/40500 train_loss:1.5310 aux_loss:0.0031 train_time:26448856ms step_avg:720.91ms
step:36699/40500 train_loss:1.5212 aux_loss:0.0026 train_time:26449574ms step_avg:720.91ms
step:36700/40500 train_loss:1.5268 aux_loss:0.0025 train_time:26450295ms step_avg:720.91ms
step:36701/40500 train_loss:1.5521 aux_loss:0.0025 train_time:26451017ms step_avg:720.91ms
step:36702/40500 train_loss:1.4925 aux_loss:0.0024 train_time:26451736ms step_avg:720.91ms
step:36703/40500 train_loss:1.5446 aux_loss:0.0024 train_time:26452455ms step_avg:720.91ms
step:36704/40500 train_loss:1.5386 aux_loss:0.0027 train_time:26453175ms step_avg:720.91ms
step:36705/40500 train_loss:1.5093 aux_loss:0.0024 train_time:26453895ms step_avg:720.91ms
step:36706/40500 train_loss:1.5315 aux_loss:0.0023 train_time:26454614ms step_avg:720.91ms
step:36707/40500 train_loss:1.5587 aux_loss:0.0024 train_time:26455333ms step_avg:720.91ms
step:36708/40500 train_loss:1.5280 aux_loss:0.0029 train_time:26456054ms step_avg:720.91ms
step:36709/40500 train_loss:1.5322 aux_loss:0.0025 train_time:26456773ms step_avg:720.91ms
step:36710/40500 train_loss:1.5457 aux_loss:0.0024 train_time:26457496ms step_avg:720.91ms
step:36711/40500 train_loss:1.5236 aux_loss:0.0025 train_time:26458215ms step_avg:720.91ms
step:36712/40500 train_loss:1.5613 aux_loss:0.0023 train_time:26458935ms step_avg:720.91ms
step:36713/40500 train_loss:1.5892 aux_loss:0.0026 train_time:26459655ms step_avg:720.91ms
step:36714/40500 train_loss:1.5632 aux_loss:0.0024 train_time:26460375ms step_avg:720.91ms
step:36715/40500 train_loss:1.5505 aux_loss:0.0023 train_time:26461095ms step_avg:720.91ms
step:36716/40500 train_loss:1.5442 aux_loss:0.0022 train_time:26461814ms step_avg:720.91ms
step:36717/40500 train_loss:1.6012 aux_loss:0.0024 train_time:26462532ms step_avg:720.91ms
step:36718/40500 train_loss:1.5087 aux_loss:0.0024 train_time:26463250ms step_avg:720.91ms
step:36719/40500 train_loss:1.5496 aux_loss:0.0023 train_time:26463972ms step_avg:720.91ms
step:36720/40500 train_loss:1.5329 aux_loss:0.0027 train_time:26464693ms step_avg:720.91ms
step:36721/40500 train_loss:1.5571 aux_loss:0.0025 train_time:26465414ms step_avg:720.91ms
step:36722/40500 train_loss:1.5458 aux_loss:0.0025 train_time:26466136ms step_avg:720.91ms
step:36723/40500 train_loss:1.5674 aux_loss:0.0024 train_time:26466855ms step_avg:720.91ms
step:36724/40500 train_loss:1.5335 aux_loss:0.0023 train_time:26467575ms step_avg:720.91ms
step:36725/40500 train_loss:1.5940 aux_loss:0.0023 train_time:26468295ms step_avg:720.91ms
step:36726/40500 train_loss:1.5773 aux_loss:0.0029 train_time:26469013ms step_avg:720.91ms
step:36727/40500 train_loss:1.5386 aux_loss:0.0025 train_time:26469732ms step_avg:720.91ms
step:36728/40500 train_loss:1.4862 aux_loss:0.0022 train_time:26470452ms step_avg:720.91ms
step:36729/40500 train_loss:1.5415 aux_loss:0.0022 train_time:26471172ms step_avg:720.91ms
step:36730/40500 train_loss:1.4597 aux_loss:0.0026 train_time:26471889ms step_avg:720.91ms
step:36731/40500 train_loss:1.4860 aux_loss:0.0023 train_time:26472610ms step_avg:720.91ms
step:36732/40500 train_loss:1.6058 aux_loss:0.0026 train_time:26473330ms step_avg:720.91ms
step:36733/40500 train_loss:1.5843 aux_loss:0.0022 train_time:26474047ms step_avg:720.91ms
step:36734/40500 train_loss:1.6140 aux_loss:0.0027 train_time:26474767ms step_avg:720.91ms
step:36735/40500 train_loss:1.5102 aux_loss:0.0025 train_time:26475489ms step_avg:720.91ms
step:36736/40500 train_loss:1.5649 aux_loss:0.0023 train_time:26476207ms step_avg:720.91ms
step:36737/40500 train_loss:1.5178 aux_loss:0.0023 train_time:26476927ms step_avg:720.91ms
step:36738/40500 train_loss:1.5688 aux_loss:0.0024 train_time:26477646ms step_avg:720.91ms
step:36739/40500 train_loss:1.5784 aux_loss:0.0027 train_time:26478366ms step_avg:720.91ms
step:36740/40500 train_loss:1.5903 aux_loss:0.0025 train_time:26479085ms step_avg:720.91ms
step:36741/40500 train_loss:1.5376 aux_loss:0.0023 train_time:26479803ms step_avg:720.91ms
step:36742/40500 train_loss:1.5646 aux_loss:0.0024 train_time:26480524ms step_avg:720.91ms
step:36743/40500 train_loss:1.5432 aux_loss:0.0027 train_time:26481245ms step_avg:720.91ms
step:36744/40500 train_loss:1.5414 aux_loss:0.0025 train_time:26481965ms step_avg:720.91ms
step:36745/40500 train_loss:1.5961 aux_loss:0.0024 train_time:26482687ms step_avg:720.91ms
step:36746/40500 train_loss:1.5059 aux_loss:0.0024 train_time:26483408ms step_avg:720.91ms
step:36747/40500 train_loss:1.4925 aux_loss:0.0023 train_time:26484128ms step_avg:720.91ms
step:36748/40500 train_loss:1.5062 aux_loss:0.0023 train_time:26484847ms step_avg:720.91ms
step:36749/40500 train_loss:1.5528 aux_loss:0.0025 train_time:26485569ms step_avg:720.91ms
step:36750/40500 train_loss:1.5224 aux_loss:0.0024 train_time:26486288ms step_avg:720.91ms
step:36751/40500 train_loss:1.5278 aux_loss:0.0027 train_time:26487007ms step_avg:720.91ms
step:36752/40500 train_loss:1.5468 aux_loss:0.0025 train_time:26487726ms step_avg:720.91ms
step:36753/40500 train_loss:1.5407 aux_loss:0.0024 train_time:26488444ms step_avg:720.91ms
step:36754/40500 train_loss:1.5332 aux_loss:0.0023 train_time:26489164ms step_avg:720.91ms
step:36755/40500 train_loss:1.5285 aux_loss:0.0022 train_time:26489884ms step_avg:720.91ms
step:36756/40500 train_loss:1.5420 aux_loss:0.0021 train_time:26490604ms step_avg:720.91ms
step:36757/40500 train_loss:1.5631 aux_loss:0.0022 train_time:26491325ms step_avg:720.91ms
step:36758/40500 train_loss:1.5158 aux_loss:0.0024 train_time:26492045ms step_avg:720.91ms
step:36759/40500 train_loss:1.5544 aux_loss:0.0028 train_time:26492766ms step_avg:720.91ms
step:36760/40500 train_loss:1.5438 aux_loss:0.0024 train_time:26493485ms step_avg:720.91ms
step:36761/40500 train_loss:1.6235 aux_loss:0.0023 train_time:26494204ms step_avg:720.91ms
step:36762/40500 train_loss:1.5345 aux_loss:0.0024 train_time:26494924ms step_avg:720.91ms
step:36763/40500 train_loss:1.5834 aux_loss:0.0024 train_time:26495643ms step_avg:720.91ms
step:36764/40500 train_loss:1.5065 aux_loss:0.0023 train_time:26496362ms step_avg:720.91ms
step:36765/40500 train_loss:1.4872 aux_loss:0.0023 train_time:26497082ms step_avg:720.91ms
step:36766/40500 train_loss:1.5899 aux_loss:0.0025 train_time:26497800ms step_avg:720.91ms
step:36767/40500 train_loss:1.5627 aux_loss:0.0024 train_time:26498519ms step_avg:720.91ms
step:36768/40500 train_loss:1.5436 aux_loss:0.0024 train_time:26499240ms step_avg:720.91ms
step:36769/40500 train_loss:1.5244 aux_loss:0.0022 train_time:26499959ms step_avg:720.91ms
step:36770/40500 train_loss:1.5110 aux_loss:0.0024 train_time:26500678ms step_avg:720.91ms
step:36771/40500 train_loss:1.5265 aux_loss:0.0023 train_time:26501399ms step_avg:720.91ms
step:36772/40500 train_loss:1.5733 aux_loss:0.0022 train_time:26502120ms step_avg:720.91ms
step:36773/40500 train_loss:1.4945 aux_loss:0.0025 train_time:26502841ms step_avg:720.91ms
step:36774/40500 train_loss:1.5381 aux_loss:0.0022 train_time:26503561ms step_avg:720.91ms
step:36775/40500 train_loss:1.5727 aux_loss:0.0023 train_time:26504281ms step_avg:720.91ms
step:36776/40500 train_loss:1.5401 aux_loss:0.0023 train_time:26505001ms step_avg:720.91ms
step:36777/40500 train_loss:1.5097 aux_loss:0.0022 train_time:26505720ms step_avg:720.91ms
step:36778/40500 train_loss:1.4975 aux_loss:0.0026 train_time:26506439ms step_avg:720.91ms
step:36779/40500 train_loss:1.5431 aux_loss:0.0026 train_time:26507159ms step_avg:720.91ms
step:36780/40500 train_loss:1.5406 aux_loss:0.0026 train_time:26507880ms step_avg:720.91ms
step:36781/40500 train_loss:1.5445 aux_loss:0.0025 train_time:26508599ms step_avg:720.91ms
step:36782/40500 train_loss:1.5505 aux_loss:0.0026 train_time:26509319ms step_avg:720.91ms
step:36783/40500 train_loss:1.5401 aux_loss:0.0024 train_time:26510039ms step_avg:720.91ms
step:36784/40500 train_loss:1.5437 aux_loss:0.0023 train_time:26510760ms step_avg:720.91ms
step:36785/40500 train_loss:1.5469 aux_loss:0.0022 train_time:26511481ms step_avg:720.91ms
step:36786/40500 train_loss:1.5487 aux_loss:0.0025 train_time:26512200ms step_avg:720.91ms
step:36787/40500 train_loss:1.5436 aux_loss:0.0022 train_time:26512917ms step_avg:720.91ms
step:36788/40500 train_loss:1.6209 aux_loss:0.0022 train_time:26513640ms step_avg:720.91ms
step:36789/40500 train_loss:1.5576 aux_loss:0.0023 train_time:26514358ms step_avg:720.91ms
step:36790/40500 train_loss:1.5356 aux_loss:0.0022 train_time:26515077ms step_avg:720.91ms
step:36791/40500 train_loss:1.5617 aux_loss:0.0024 train_time:26515798ms step_avg:720.91ms
step:36792/40500 train_loss:1.4845 aux_loss:0.0022 train_time:26516516ms step_avg:720.91ms
step:36793/40500 train_loss:1.5203 aux_loss:0.0024 train_time:26517236ms step_avg:720.91ms
step:36794/40500 train_loss:1.5369 aux_loss:0.0022 train_time:26517957ms step_avg:720.91ms
step:36795/40500 train_loss:1.6000 aux_loss:0.0023 train_time:26518676ms step_avg:720.91ms
step:36796/40500 train_loss:1.5811 aux_loss:0.0021 train_time:26519397ms step_avg:720.91ms
step:36797/40500 train_loss:1.6460 aux_loss:0.0023 train_time:26520116ms step_avg:720.91ms
step:36798/40500 train_loss:1.6114 aux_loss:0.0023 train_time:26520836ms step_avg:720.91ms
step:36799/40500 train_loss:1.6055 aux_loss:0.0026 train_time:26521556ms step_avg:720.91ms
step:36800/40500 train_loss:1.5016 aux_loss:0.0023 train_time:26522276ms step_avg:720.91ms
step:36801/40500 train_loss:1.6022 aux_loss:0.0023 train_time:26522995ms step_avg:720.91ms
step:36802/40500 train_loss:1.5907 aux_loss:0.0024 train_time:26523714ms step_avg:720.91ms
step:36803/40500 train_loss:1.5233 aux_loss:0.0024 train_time:26524434ms step_avg:720.91ms
step:36804/40500 train_loss:1.5024 aux_loss:0.0027 train_time:26525153ms step_avg:720.91ms
step:36805/40500 train_loss:1.5918 aux_loss:0.0037 train_time:26525872ms step_avg:720.91ms
step:36806/40500 train_loss:1.5955 aux_loss:0.0026 train_time:26526592ms step_avg:720.91ms
step:36807/40500 train_loss:1.5437 aux_loss:0.0025 train_time:26527311ms step_avg:720.91ms
step:36808/40500 train_loss:1.5904 aux_loss:0.0025 train_time:26528032ms step_avg:720.91ms
step:36809/40500 train_loss:1.5709 aux_loss:0.0027 train_time:26528753ms step_avg:720.91ms
step:36810/40500 train_loss:1.5768 aux_loss:0.0027 train_time:26529473ms step_avg:720.91ms
step:36811/40500 train_loss:1.5676 aux_loss:0.0023 train_time:26530192ms step_avg:720.91ms
step:36812/40500 train_loss:1.6065 aux_loss:0.0023 train_time:26530913ms step_avg:720.91ms
step:36813/40500 train_loss:1.5181 aux_loss:0.0023 train_time:26531634ms step_avg:720.91ms
step:36814/40500 train_loss:1.5299 aux_loss:0.0025 train_time:26532355ms step_avg:720.91ms
step:36815/40500 train_loss:1.6245 aux_loss:0.0023 train_time:26533073ms step_avg:720.91ms
step:36816/40500 train_loss:1.5517 aux_loss:0.0024 train_time:26533792ms step_avg:720.91ms
step:36817/40500 train_loss:1.5253 aux_loss:0.0024 train_time:26534510ms step_avg:720.91ms
step:36818/40500 train_loss:1.5907 aux_loss:0.0025 train_time:26535233ms step_avg:720.91ms
step:36819/40500 train_loss:1.5047 aux_loss:0.0037 train_time:26535953ms step_avg:720.91ms
step:36820/40500 train_loss:1.5533 aux_loss:0.0024 train_time:26536672ms step_avg:720.91ms
step:36821/40500 train_loss:1.5620 aux_loss:0.0027 train_time:26537392ms step_avg:720.91ms
step:36822/40500 train_loss:1.5882 aux_loss:0.0023 train_time:26538111ms step_avg:720.91ms
step:36823/40500 train_loss:1.5538 aux_loss:0.0026 train_time:26538830ms step_avg:720.91ms
step:36824/40500 train_loss:1.5028 aux_loss:0.0022 train_time:26539549ms step_avg:720.91ms
step:36825/40500 train_loss:1.5656 aux_loss:0.0025 train_time:26540270ms step_avg:720.91ms
step:36826/40500 train_loss:1.6032 aux_loss:0.0023 train_time:26540990ms step_avg:720.91ms
step:36827/40500 train_loss:1.4775 aux_loss:0.0025 train_time:26541710ms step_avg:720.91ms
step:36828/40500 train_loss:1.5478 aux_loss:0.0023 train_time:26542429ms step_avg:720.91ms
step:36829/40500 train_loss:1.5980 aux_loss:0.0026 train_time:26543150ms step_avg:720.91ms
step:36830/40500 train_loss:1.5902 aux_loss:0.0023 train_time:26543869ms step_avg:720.91ms
step:36831/40500 train_loss:1.5234 aux_loss:0.0023 train_time:26544589ms step_avg:720.91ms
step:36832/40500 train_loss:1.5542 aux_loss:0.0024 train_time:26545309ms step_avg:720.91ms
step:36833/40500 train_loss:1.5020 aux_loss:0.0024 train_time:26546029ms step_avg:720.91ms
step:36834/40500 train_loss:1.5463 aux_loss:0.0025 train_time:26546750ms step_avg:720.91ms
step:36835/40500 train_loss:1.5882 aux_loss:0.0024 train_time:26547470ms step_avg:720.91ms
step:36836/40500 train_loss:1.5560 aux_loss:0.0025 train_time:26548189ms step_avg:720.91ms
step:36837/40500 train_loss:1.5653 aux_loss:0.0023 train_time:26548906ms step_avg:720.91ms
step:36838/40500 train_loss:1.5577 aux_loss:0.0024 train_time:26549627ms step_avg:720.91ms
step:36839/40500 train_loss:1.5550 aux_loss:0.0025 train_time:26550347ms step_avg:720.91ms
step:36840/40500 train_loss:1.4983 aux_loss:0.0022 train_time:26551066ms step_avg:720.91ms
step:36841/40500 train_loss:1.6054 aux_loss:0.0023 train_time:26551787ms step_avg:720.91ms
step:36842/40500 train_loss:1.6125 aux_loss:0.0025 train_time:26552507ms step_avg:720.91ms
step:36843/40500 train_loss:1.5005 aux_loss:0.0022 train_time:26553228ms step_avg:720.91ms
step:36844/40500 train_loss:1.5396 aux_loss:0.0023 train_time:26553946ms step_avg:720.91ms
step:36845/40500 train_loss:1.5197 aux_loss:0.0022 train_time:26554667ms step_avg:720.91ms
step:36846/40500 train_loss:1.6372 aux_loss:0.0022 train_time:26555387ms step_avg:720.91ms
step:36847/40500 train_loss:1.5344 aux_loss:0.0023 train_time:26556107ms step_avg:720.91ms
step:36848/40500 train_loss:1.5672 aux_loss:0.0023 train_time:26556827ms step_avg:720.91ms
step:36849/40500 train_loss:1.5510 aux_loss:0.0022 train_time:26557548ms step_avg:720.91ms
step:36850/40500 train_loss:1.5179 aux_loss:0.0025 train_time:26558266ms step_avg:720.91ms
step:36851/40500 train_loss:1.5486 aux_loss:0.0024 train_time:26558986ms step_avg:720.91ms
step:36852/40500 train_loss:1.5367 aux_loss:0.0023 train_time:26559706ms step_avg:720.91ms
step:36853/40500 train_loss:1.5775 aux_loss:0.0024 train_time:26560426ms step_avg:720.91ms
step:36854/40500 train_loss:1.5564 aux_loss:0.0028 train_time:26561147ms step_avg:720.91ms
step:36855/40500 train_loss:1.5724 aux_loss:0.0040 train_time:26561867ms step_avg:720.91ms
step:36856/40500 train_loss:1.5344 aux_loss:0.0022 train_time:26562585ms step_avg:720.91ms
step:36857/40500 train_loss:1.5812 aux_loss:0.0022 train_time:26563304ms step_avg:720.91ms
step:36858/40500 train_loss:1.5171 aux_loss:0.0023 train_time:26564023ms step_avg:720.91ms
step:36859/40500 train_loss:1.5270 aux_loss:0.0023 train_time:26564743ms step_avg:720.91ms
step:36860/40500 train_loss:1.6461 aux_loss:0.0025 train_time:26565464ms step_avg:720.91ms
step:36861/40500 train_loss:1.5029 aux_loss:0.0025 train_time:26566183ms step_avg:720.91ms
step:36862/40500 train_loss:1.4834 aux_loss:0.0025 train_time:26566904ms step_avg:720.91ms
step:36863/40500 train_loss:1.5780 aux_loss:0.0028 train_time:26567623ms step_avg:720.91ms
step:36864/40500 train_loss:1.5896 aux_loss:0.0024 train_time:26568344ms step_avg:720.91ms
step:36865/40500 train_loss:1.5153 aux_loss:0.0023 train_time:26569064ms step_avg:720.91ms
step:36866/40500 train_loss:1.5824 aux_loss:0.0023 train_time:26569783ms step_avg:720.91ms
step:36867/40500 train_loss:1.5629 aux_loss:0.0024 train_time:26570502ms step_avg:720.91ms
step:36868/40500 train_loss:1.5968 aux_loss:0.0023 train_time:26571221ms step_avg:720.91ms
step:36869/40500 train_loss:1.5357 aux_loss:0.0023 train_time:26571940ms step_avg:720.91ms
step:36870/40500 train_loss:1.5134 aux_loss:0.0023 train_time:26572660ms step_avg:720.91ms
step:36871/40500 train_loss:1.5691 aux_loss:0.0023 train_time:26573379ms step_avg:720.91ms
step:36872/40500 train_loss:1.5646 aux_loss:0.0023 train_time:26574098ms step_avg:720.91ms
step:36873/40500 train_loss:1.5427 aux_loss:0.0024 train_time:26574820ms step_avg:720.91ms
step:36874/40500 train_loss:1.5936 aux_loss:0.0024 train_time:26575539ms step_avg:720.91ms
step:36875/40500 train_loss:1.5618 aux_loss:0.0023 train_time:26576259ms step_avg:720.91ms
step:36876/40500 train_loss:1.5057 aux_loss:0.0023 train_time:26576980ms step_avg:720.91ms
step:36877/40500 train_loss:1.5355 aux_loss:0.0023 train_time:26577699ms step_avg:720.91ms
step:36878/40500 train_loss:1.5742 aux_loss:0.0023 train_time:26578421ms step_avg:720.91ms
step:36879/40500 train_loss:1.5457 aux_loss:0.0024 train_time:26579139ms step_avg:720.91ms
step:36880/40500 train_loss:1.4638 aux_loss:0.0023 train_time:26579859ms step_avg:720.91ms
step:36881/40500 train_loss:1.5497 aux_loss:0.0023 train_time:26580579ms step_avg:720.91ms
step:36882/40500 train_loss:1.5671 aux_loss:0.0024 train_time:26581299ms step_avg:720.91ms
step:36883/40500 train_loss:1.4920 aux_loss:0.0022 train_time:26582020ms step_avg:720.91ms
step:36884/40500 train_loss:1.5436 aux_loss:0.0023 train_time:26582739ms step_avg:720.91ms
step:36885/40500 train_loss:1.5762 aux_loss:0.0025 train_time:26583459ms step_avg:720.91ms
step:36886/40500 train_loss:1.6100 aux_loss:0.0025 train_time:26584176ms step_avg:720.91ms
step:36887/40500 train_loss:1.5512 aux_loss:0.0024 train_time:26584900ms step_avg:720.91ms
step:36888/40500 train_loss:1.5123 aux_loss:0.0023 train_time:26585617ms step_avg:720.91ms
step:36889/40500 train_loss:1.5144 aux_loss:0.0021 train_time:26586336ms step_avg:720.91ms
step:36890/40500 train_loss:1.5370 aux_loss:0.0024 train_time:26587058ms step_avg:720.91ms
step:36891/40500 train_loss:1.5467 aux_loss:0.0023 train_time:26587777ms step_avg:720.91ms
step:36892/40500 train_loss:1.5375 aux_loss:0.0022 train_time:26588497ms step_avg:720.91ms
step:36893/40500 train_loss:1.5865 aux_loss:0.0024 train_time:26589218ms step_avg:720.91ms
step:36894/40500 train_loss:1.5358 aux_loss:0.0024 train_time:26589938ms step_avg:720.91ms
step:36895/40500 train_loss:1.5195 aux_loss:0.0023 train_time:26590657ms step_avg:720.91ms
step:36896/40500 train_loss:1.5523 aux_loss:0.0022 train_time:26591375ms step_avg:720.91ms
step:36897/40500 train_loss:1.5795 aux_loss:0.0025 train_time:26592098ms step_avg:720.91ms
step:36898/40500 train_loss:1.5575 aux_loss:0.0023 train_time:26592818ms step_avg:720.91ms
step:36899/40500 train_loss:1.5538 aux_loss:0.0023 train_time:26593537ms step_avg:720.91ms
step:36900/40500 train_loss:1.5356 aux_loss:0.0023 train_time:26594257ms step_avg:720.91ms
step:36901/40500 train_loss:1.5358 aux_loss:0.0023 train_time:26594975ms step_avg:720.91ms
step:36902/40500 train_loss:1.5576 aux_loss:0.0021 train_time:26595695ms step_avg:720.91ms
step:36903/40500 train_loss:1.5664 aux_loss:0.0024 train_time:26596414ms step_avg:720.91ms
step:36904/40500 train_loss:1.5327 aux_loss:0.0023 train_time:26597134ms step_avg:720.91ms
step:36905/40500 train_loss:1.4949 aux_loss:0.0024 train_time:26597854ms step_avg:720.91ms
step:36906/40500 train_loss:1.5121 aux_loss:0.0024 train_time:26598575ms step_avg:720.91ms
step:36907/40500 train_loss:1.6374 aux_loss:0.0023 train_time:26599295ms step_avg:720.91ms
step:36908/40500 train_loss:1.4771 aux_loss:0.0021 train_time:26600012ms step_avg:720.91ms
step:36909/40500 train_loss:1.5661 aux_loss:0.0024 train_time:26600735ms step_avg:720.91ms
step:36910/40500 train_loss:1.5531 aux_loss:0.0029 train_time:26601454ms step_avg:720.91ms
step:36911/40500 train_loss:1.5653 aux_loss:0.0022 train_time:26602173ms step_avg:720.91ms
step:36912/40500 train_loss:1.5100 aux_loss:0.0024 train_time:26602893ms step_avg:720.91ms
step:36913/40500 train_loss:1.5779 aux_loss:0.0022 train_time:26603613ms step_avg:720.91ms
step:36914/40500 train_loss:1.5047 aux_loss:0.0023 train_time:26604332ms step_avg:720.91ms
step:36915/40500 train_loss:1.5497 aux_loss:0.0022 train_time:26605052ms step_avg:720.91ms
step:36916/40500 train_loss:1.5873 aux_loss:0.0023 train_time:26605772ms step_avg:720.91ms
step:36917/40500 train_loss:1.5459 aux_loss:0.0024 train_time:26606491ms step_avg:720.91ms
step:36918/40500 train_loss:1.5274 aux_loss:0.0024 train_time:26607211ms step_avg:720.91ms
step:36919/40500 train_loss:1.5792 aux_loss:0.0023 train_time:26607930ms step_avg:720.91ms
step:36920/40500 train_loss:1.5907 aux_loss:0.0024 train_time:26608648ms step_avg:720.91ms
step:36921/40500 train_loss:1.5240 aux_loss:0.0025 train_time:26609366ms step_avg:720.91ms
step:36922/40500 train_loss:1.5635 aux_loss:0.0024 train_time:26610086ms step_avg:720.91ms
step:36923/40500 train_loss:1.5541 aux_loss:0.0029 train_time:26610805ms step_avg:720.91ms
step:36924/40500 train_loss:1.5401 aux_loss:0.0023 train_time:26611522ms step_avg:720.91ms
step:36925/40500 train_loss:1.5345 aux_loss:0.0023 train_time:26612242ms step_avg:720.91ms
step:36926/40500 train_loss:1.5671 aux_loss:0.0022 train_time:26612963ms step_avg:720.91ms
step:36927/40500 train_loss:1.6181 aux_loss:0.0024 train_time:26613683ms step_avg:720.91ms
step:36928/40500 train_loss:1.5555 aux_loss:0.0022 train_time:26614403ms step_avg:720.91ms
step:36929/40500 train_loss:1.5432 aux_loss:0.0022 train_time:26615125ms step_avg:720.91ms
step:36930/40500 train_loss:1.5630 aux_loss:0.0026 train_time:26615844ms step_avg:720.91ms
step:36931/40500 train_loss:1.4709 aux_loss:0.0023 train_time:26616565ms step_avg:720.91ms
step:36932/40500 train_loss:1.5186 aux_loss:0.0026 train_time:26617285ms step_avg:720.91ms
step:36933/40500 train_loss:1.5239 aux_loss:0.0025 train_time:26618003ms step_avg:720.91ms
step:36934/40500 train_loss:1.5853 aux_loss:0.0026 train_time:26618725ms step_avg:720.91ms
step:36935/40500 train_loss:1.5415 aux_loss:0.0024 train_time:26619445ms step_avg:720.91ms
step:36936/40500 train_loss:1.5358 aux_loss:0.0024 train_time:26620164ms step_avg:720.91ms
step:36937/40500 train_loss:1.5623 aux_loss:0.0024 train_time:26620885ms step_avg:720.91ms
step:36938/40500 train_loss:1.5150 aux_loss:0.0022 train_time:26621606ms step_avg:720.91ms
step:36939/40500 train_loss:1.5343 aux_loss:0.0022 train_time:26622324ms step_avg:720.91ms
step:36940/40500 train_loss:1.5678 aux_loss:0.0024 train_time:26623045ms step_avg:720.91ms
step:36941/40500 train_loss:1.5383 aux_loss:0.0023 train_time:26623768ms step_avg:720.91ms
step:36942/40500 train_loss:1.6021 aux_loss:0.0027 train_time:26624487ms step_avg:720.91ms
step:36943/40500 train_loss:1.5836 aux_loss:0.0023 train_time:26625207ms step_avg:720.91ms
step:36944/40500 train_loss:1.5625 aux_loss:0.0026 train_time:26625927ms step_avg:720.91ms
step:36945/40500 train_loss:1.5449 aux_loss:0.0024 train_time:26626646ms step_avg:720.91ms
step:36946/40500 train_loss:1.5652 aux_loss:0.0024 train_time:26627365ms step_avg:720.91ms
step:36947/40500 train_loss:1.5656 aux_loss:0.0023 train_time:26628085ms step_avg:720.91ms
step:36948/40500 train_loss:1.5729 aux_loss:0.0023 train_time:26628806ms step_avg:720.91ms
step:36949/40500 train_loss:1.5246 aux_loss:0.0024 train_time:26629523ms step_avg:720.91ms
step:36950/40500 train_loss:1.5784 aux_loss:0.0023 train_time:26630244ms step_avg:720.91ms
step:36951/40500 train_loss:1.5193 aux_loss:0.0022 train_time:26630964ms step_avg:720.91ms
step:36952/40500 train_loss:1.5407 aux_loss:0.0024 train_time:26631684ms step_avg:720.91ms
step:36953/40500 train_loss:1.5010 aux_loss:0.0025 train_time:26632406ms step_avg:720.91ms
step:36954/40500 train_loss:1.5983 aux_loss:0.0027 train_time:26633126ms step_avg:720.91ms
step:36955/40500 train_loss:1.5341 aux_loss:0.0024 train_time:26633845ms step_avg:720.91ms
step:36956/40500 train_loss:1.5611 aux_loss:0.0022 train_time:26634565ms step_avg:720.91ms
step:36957/40500 train_loss:1.5261 aux_loss:0.0025 train_time:26635285ms step_avg:720.91ms
step:36958/40500 train_loss:1.4931 aux_loss:0.0042 train_time:26636005ms step_avg:720.91ms
step:36959/40500 train_loss:1.6215 aux_loss:0.0025 train_time:26636724ms step_avg:720.91ms
step:36960/40500 train_loss:1.5317 aux_loss:0.0026 train_time:26637445ms step_avg:720.91ms
step:36961/40500 train_loss:1.5407 aux_loss:0.0026 train_time:26638164ms step_avg:720.91ms
step:36962/40500 train_loss:1.5838 aux_loss:0.0023 train_time:26638883ms step_avg:720.91ms
step:36963/40500 train_loss:1.5201 aux_loss:0.0024 train_time:26639601ms step_avg:720.90ms
step:36964/40500 train_loss:1.5132 aux_loss:0.0023 train_time:26640321ms step_avg:720.90ms
step:36965/40500 train_loss:1.5499 aux_loss:0.0021 train_time:26641041ms step_avg:720.90ms
step:36966/40500 train_loss:1.5857 aux_loss:0.0030 train_time:26641761ms step_avg:720.90ms
step:36967/40500 train_loss:1.5640 aux_loss:0.0023 train_time:26642482ms step_avg:720.90ms
step:36968/40500 train_loss:1.5813 aux_loss:0.0023 train_time:26643201ms step_avg:720.90ms
step:36969/40500 train_loss:1.5669 aux_loss:0.0024 train_time:26643922ms step_avg:720.90ms
step:36970/40500 train_loss:1.6057 aux_loss:0.0023 train_time:26644642ms step_avg:720.90ms
step:36971/40500 train_loss:1.5845 aux_loss:0.0025 train_time:26645361ms step_avg:720.90ms
step:36972/40500 train_loss:1.5295 aux_loss:0.0024 train_time:26646080ms step_avg:720.90ms
step:36973/40500 train_loss:1.5392 aux_loss:0.0024 train_time:26646800ms step_avg:720.90ms
step:36974/40500 train_loss:1.5710 aux_loss:0.0023 train_time:26647519ms step_avg:720.90ms
step:36975/40500 train_loss:1.6047 aux_loss:0.0024 train_time:26648238ms step_avg:720.90ms
step:36976/40500 train_loss:1.5648 aux_loss:0.0023 train_time:26648959ms step_avg:720.90ms
step:36977/40500 train_loss:1.5124 aux_loss:0.0023 train_time:26649679ms step_avg:720.90ms
step:36978/40500 train_loss:1.6308 aux_loss:0.0024 train_time:26650398ms step_avg:720.90ms
step:36979/40500 train_loss:1.5399 aux_loss:0.0024 train_time:26651118ms step_avg:720.90ms
step:36980/40500 train_loss:1.5956 aux_loss:0.0023 train_time:26651838ms step_avg:720.90ms
step:36981/40500 train_loss:1.5714 aux_loss:0.0024 train_time:26652559ms step_avg:720.90ms
step:36982/40500 train_loss:1.5510 aux_loss:0.0026 train_time:26653277ms step_avg:720.90ms
step:36983/40500 train_loss:1.5825 aux_loss:0.0027 train_time:26653995ms step_avg:720.90ms
step:36984/40500 train_loss:1.5197 aux_loss:0.0024 train_time:26654713ms step_avg:720.90ms
step:36985/40500 train_loss:1.5997 aux_loss:0.0024 train_time:26655432ms step_avg:720.90ms
step:36986/40500 train_loss:1.5631 aux_loss:0.0024 train_time:26656154ms step_avg:720.90ms
step:36987/40500 train_loss:1.4915 aux_loss:0.0023 train_time:26656872ms step_avg:720.90ms
step:36988/40500 train_loss:1.5468 aux_loss:0.0024 train_time:26657592ms step_avg:720.90ms
step:36989/40500 train_loss:1.6163 aux_loss:0.0024 train_time:26658313ms step_avg:720.90ms
step:36990/40500 train_loss:1.5756 aux_loss:0.0029 train_time:26659034ms step_avg:720.90ms
step:36991/40500 train_loss:1.5900 aux_loss:0.0024 train_time:26659752ms step_avg:720.90ms
step:36992/40500 train_loss:1.5537 aux_loss:0.0024 train_time:26660473ms step_avg:720.90ms
step:36993/40500 train_loss:1.5070 aux_loss:0.0023 train_time:26661193ms step_avg:720.90ms
step:36994/40500 train_loss:1.5866 aux_loss:0.0024 train_time:26661911ms step_avg:720.90ms
step:36995/40500 train_loss:1.5329 aux_loss:0.0024 train_time:26662630ms step_avg:720.90ms
step:36996/40500 train_loss:1.5184 aux_loss:0.0022 train_time:26663350ms step_avg:720.90ms
step:36997/40500 train_loss:1.5673 aux_loss:0.0026 train_time:26664069ms step_avg:720.90ms
step:36998/40500 train_loss:1.5112 aux_loss:0.0023 train_time:26664790ms step_avg:720.90ms
step:36999/40500 train_loss:1.5555 aux_loss:0.0023 train_time:26665510ms step_avg:720.90ms
step:37000/40500 train_loss:1.5620 aux_loss:0.0024 train_time:26666230ms step_avg:720.90ms
step:37001/40500 train_loss:1.5409 aux_loss:0.0024 train_time:26666950ms step_avg:720.90ms
step:37002/40500 train_loss:1.5761 aux_loss:0.0026 train_time:26667670ms step_avg:720.90ms
step:37003/40500 train_loss:1.5734 aux_loss:0.0025 train_time:26668389ms step_avg:720.90ms
step:37004/40500 train_loss:1.5614 aux_loss:0.0024 train_time:26669111ms step_avg:720.90ms
step:37005/40500 train_loss:1.5613 aux_loss:0.0023 train_time:26669833ms step_avg:720.90ms
step:37006/40500 train_loss:1.5398 aux_loss:0.0024 train_time:26670550ms step_avg:720.90ms
step:37007/40500 train_loss:1.5848 aux_loss:0.0024 train_time:26671270ms step_avg:720.90ms
step:37008/40500 train_loss:1.4970 aux_loss:0.0023 train_time:26671990ms step_avg:720.90ms
step:37009/40500 train_loss:1.5344 aux_loss:0.0026 train_time:26672709ms step_avg:720.90ms
step:37010/40500 train_loss:1.5066 aux_loss:0.0023 train_time:26673429ms step_avg:720.90ms
step:37011/40500 train_loss:1.5536 aux_loss:0.0023 train_time:26674153ms step_avg:720.90ms
step:37012/40500 train_loss:1.5088 aux_loss:0.0024 train_time:26674871ms step_avg:720.90ms
step:37013/40500 train_loss:1.5580 aux_loss:0.0022 train_time:26675590ms step_avg:720.90ms
step:37014/40500 train_loss:1.5745 aux_loss:0.0027 train_time:26676310ms step_avg:720.90ms
step:37015/40500 train_loss:1.5258 aux_loss:0.0024 train_time:26677030ms step_avg:720.90ms
step:37016/40500 train_loss:1.5457 aux_loss:0.0029 train_time:26677749ms step_avg:720.90ms
step:37017/40500 train_loss:1.5532 aux_loss:0.0027 train_time:26678469ms step_avg:720.90ms
step:37018/40500 train_loss:1.5564 aux_loss:0.0023 train_time:26679190ms step_avg:720.90ms
step:37019/40500 train_loss:1.5768 aux_loss:0.0023 train_time:26679909ms step_avg:720.90ms
step:37020/40500 train_loss:1.6204 aux_loss:0.0023 train_time:26680629ms step_avg:720.90ms
step:37021/40500 train_loss:1.5782 aux_loss:0.0024 train_time:26681350ms step_avg:720.90ms
step:37022/40500 train_loss:1.5585 aux_loss:0.0023 train_time:26682069ms step_avg:720.90ms
step:37023/40500 train_loss:1.5315 aux_loss:0.0024 train_time:26682788ms step_avg:720.90ms
step:37024/40500 train_loss:1.5141 aux_loss:0.0027 train_time:26683509ms step_avg:720.90ms
step:37025/40500 train_loss:1.5286 aux_loss:0.0023 train_time:26684228ms step_avg:720.90ms
step:37026/40500 train_loss:1.5541 aux_loss:0.0023 train_time:26684950ms step_avg:720.90ms
step:37027/40500 train_loss:1.5907 aux_loss:0.0024 train_time:26685668ms step_avg:720.90ms
step:37028/40500 train_loss:1.5779 aux_loss:0.0030 train_time:26686388ms step_avg:720.90ms
step:37029/40500 train_loss:1.5403 aux_loss:0.0025 train_time:26687109ms step_avg:720.90ms
step:37030/40500 train_loss:1.5124 aux_loss:0.0024 train_time:26687827ms step_avg:720.90ms
step:37031/40500 train_loss:1.5720 aux_loss:0.0024 train_time:26688546ms step_avg:720.90ms
step:37032/40500 train_loss:1.5497 aux_loss:0.0023 train_time:26689268ms step_avg:720.90ms
step:37033/40500 train_loss:1.4951 aux_loss:0.0022 train_time:26689986ms step_avg:720.90ms
step:37034/40500 train_loss:1.5405 aux_loss:0.0022 train_time:26690705ms step_avg:720.90ms
step:37035/40500 train_loss:1.6255 aux_loss:0.0025 train_time:26691425ms step_avg:720.90ms
step:37036/40500 train_loss:1.5756 aux_loss:0.0024 train_time:26692146ms step_avg:720.90ms
step:37037/40500 train_loss:1.4958 aux_loss:0.0022 train_time:26692865ms step_avg:720.90ms
step:37038/40500 train_loss:1.5911 aux_loss:0.0024 train_time:26693584ms step_avg:720.90ms
step:37039/40500 train_loss:1.5749 aux_loss:0.0026 train_time:26694304ms step_avg:720.90ms
step:37040/40500 train_loss:1.5860 aux_loss:0.0023 train_time:26695025ms step_avg:720.90ms
step:37041/40500 train_loss:1.5046 aux_loss:0.0023 train_time:26695742ms step_avg:720.90ms
step:37042/40500 train_loss:1.5036 aux_loss:0.0026 train_time:26696462ms step_avg:720.90ms
step:37043/40500 train_loss:1.5485 aux_loss:0.0023 train_time:26697182ms step_avg:720.90ms
step:37044/40500 train_loss:1.4859 aux_loss:0.0024 train_time:26697901ms step_avg:720.90ms
step:37045/40500 train_loss:1.5081 aux_loss:0.0023 train_time:26698620ms step_avg:720.90ms
step:37046/40500 train_loss:1.5288 aux_loss:0.0024 train_time:26699341ms step_avg:720.90ms
step:37047/40500 train_loss:1.5908 aux_loss:0.0025 train_time:26700062ms step_avg:720.90ms
step:37048/40500 train_loss:1.5545 aux_loss:0.0024 train_time:26700781ms step_avg:720.90ms
step:37049/40500 train_loss:1.5853 aux_loss:0.0025 train_time:26701501ms step_avg:720.90ms
step:37050/40500 train_loss:1.5598 aux_loss:0.0023 train_time:26702220ms step_avg:720.90ms
step:37051/40500 train_loss:1.5599 aux_loss:0.0022 train_time:26702939ms step_avg:720.90ms
step:37052/40500 train_loss:1.5817 aux_loss:0.0025 train_time:26703657ms step_avg:720.90ms
step:37053/40500 train_loss:1.5382 aux_loss:0.0024 train_time:26704378ms step_avg:720.90ms
step:37054/40500 train_loss:1.5905 aux_loss:0.0022 train_time:26705095ms step_avg:720.90ms
step:37055/40500 train_loss:1.5495 aux_loss:0.0024 train_time:26705815ms step_avg:720.90ms
step:37056/40500 train_loss:1.5233 aux_loss:0.0023 train_time:26706537ms step_avg:720.90ms
step:37057/40500 train_loss:1.5396 aux_loss:0.0024 train_time:26707255ms step_avg:720.90ms
step:37058/40500 train_loss:1.5801 aux_loss:0.0046 train_time:26707974ms step_avg:720.90ms
step:37059/40500 train_loss:1.5625 aux_loss:0.0022 train_time:26708695ms step_avg:720.90ms
step:37060/40500 train_loss:1.5580 aux_loss:0.0021 train_time:26709415ms step_avg:720.90ms
step:37061/40500 train_loss:1.5336 aux_loss:0.0025 train_time:26710133ms step_avg:720.90ms
step:37062/40500 train_loss:1.5652 aux_loss:0.0021 train_time:26710854ms step_avg:720.90ms
step:37063/40500 train_loss:1.5974 aux_loss:0.0023 train_time:26711573ms step_avg:720.90ms
step:37064/40500 train_loss:1.5216 aux_loss:0.0024 train_time:26712292ms step_avg:720.90ms
step:37065/40500 train_loss:1.6021 aux_loss:0.0025 train_time:26713011ms step_avg:720.90ms
step:37066/40500 train_loss:1.5616 aux_loss:0.0025 train_time:26713730ms step_avg:720.90ms
step:37067/40500 train_loss:1.5654 aux_loss:0.0025 train_time:26714449ms step_avg:720.90ms
step:37068/40500 train_loss:1.5689 aux_loss:0.0024 train_time:26715167ms step_avg:720.90ms
step:37069/40500 train_loss:1.6159 aux_loss:0.0024 train_time:26715885ms step_avg:720.90ms
step:37070/40500 train_loss:1.5594 aux_loss:0.0025 train_time:26716604ms step_avg:720.90ms
step:37071/40500 train_loss:1.5498 aux_loss:0.0022 train_time:26717323ms step_avg:720.90ms
step:37072/40500 train_loss:1.5012 aux_loss:0.0022 train_time:26718041ms step_avg:720.90ms
step:37073/40500 train_loss:1.5058 aux_loss:0.0021 train_time:26718760ms step_avg:720.90ms
step:37074/40500 train_loss:1.5222 aux_loss:0.0026 train_time:26719479ms step_avg:720.90ms
step:37075/40500 train_loss:1.5366 aux_loss:0.0028 train_time:26720198ms step_avg:720.90ms
step:37076/40500 train_loss:1.6160 aux_loss:0.0024 train_time:26720917ms step_avg:720.90ms
step:37077/40500 train_loss:1.5051 aux_loss:0.0024 train_time:26721637ms step_avg:720.90ms
step:37078/40500 train_loss:1.5544 aux_loss:0.0026 train_time:26722357ms step_avg:720.90ms
step:37079/40500 train_loss:1.5493 aux_loss:0.0024 train_time:26723078ms step_avg:720.90ms
step:37080/40500 train_loss:1.6030 aux_loss:0.0025 train_time:26723798ms step_avg:720.90ms
step:37081/40500 train_loss:1.5671 aux_loss:0.0024 train_time:26724517ms step_avg:720.90ms
step:37082/40500 train_loss:1.6175 aux_loss:0.0025 train_time:26725236ms step_avg:720.90ms
step:37083/40500 train_loss:1.5531 aux_loss:0.0025 train_time:26725956ms step_avg:720.90ms
step:37084/40500 train_loss:1.5377 aux_loss:0.0023 train_time:26726675ms step_avg:720.90ms
step:37085/40500 train_loss:1.4795 aux_loss:0.0027 train_time:26727396ms step_avg:720.90ms
step:37086/40500 train_loss:1.5690 aux_loss:0.0027 train_time:26728116ms step_avg:720.90ms
step:37087/40500 train_loss:1.5760 aux_loss:0.0026 train_time:26728835ms step_avg:720.90ms
step:37088/40500 train_loss:1.5506 aux_loss:0.0024 train_time:26729555ms step_avg:720.90ms
step:37089/40500 train_loss:1.5125 aux_loss:0.0026 train_time:26730276ms step_avg:720.90ms
step:37090/40500 train_loss:1.5404 aux_loss:0.0026 train_time:26730993ms step_avg:720.90ms
step:37091/40500 train_loss:1.5392 aux_loss:0.0024 train_time:26731714ms step_avg:720.90ms
step:37092/40500 train_loss:1.5688 aux_loss:0.0024 train_time:26732434ms step_avg:720.90ms
step:37093/40500 train_loss:1.4660 aux_loss:0.0025 train_time:26733155ms step_avg:720.90ms
step:37094/40500 train_loss:1.5050 aux_loss:0.0024 train_time:26733875ms step_avg:720.90ms
step:37095/40500 train_loss:1.5494 aux_loss:0.0023 train_time:26734594ms step_avg:720.90ms
step:37096/40500 train_loss:1.5736 aux_loss:0.0025 train_time:26735314ms step_avg:720.90ms
step:37097/40500 train_loss:1.5519 aux_loss:0.0025 train_time:26736036ms step_avg:720.90ms
step:37098/40500 train_loss:1.5477 aux_loss:0.0026 train_time:26736755ms step_avg:720.90ms
step:37099/40500 train_loss:1.5605 aux_loss:0.0024 train_time:26737473ms step_avg:720.90ms
step:37100/40500 train_loss:1.5967 aux_loss:0.0023 train_time:26738193ms step_avg:720.90ms
step:37101/40500 train_loss:1.5373 aux_loss:0.0026 train_time:26738913ms step_avg:720.90ms
step:37102/40500 train_loss:1.5384 aux_loss:0.0023 train_time:26739634ms step_avg:720.90ms
step:37103/40500 train_loss:1.6064 aux_loss:0.0024 train_time:26740355ms step_avg:720.90ms
step:37104/40500 train_loss:1.5358 aux_loss:0.0024 train_time:26741073ms step_avg:720.90ms
step:37105/40500 train_loss:1.5366 aux_loss:0.0023 train_time:26741793ms step_avg:720.90ms
step:37106/40500 train_loss:1.5670 aux_loss:0.0024 train_time:26742513ms step_avg:720.90ms
step:37107/40500 train_loss:1.5043 aux_loss:0.0023 train_time:26743233ms step_avg:720.90ms
step:37108/40500 train_loss:1.5566 aux_loss:0.0027 train_time:26743953ms step_avg:720.90ms
step:37109/40500 train_loss:1.5393 aux_loss:0.0024 train_time:26744673ms step_avg:720.90ms
step:37110/40500 train_loss:1.5347 aux_loss:0.0025 train_time:26745392ms step_avg:720.90ms
step:37111/40500 train_loss:1.5811 aux_loss:0.0026 train_time:26746110ms step_avg:720.90ms
step:37112/40500 train_loss:1.5595 aux_loss:0.0022 train_time:26746830ms step_avg:720.90ms
step:37113/40500 train_loss:1.5495 aux_loss:0.0024 train_time:26747550ms step_avg:720.90ms
step:37114/40500 train_loss:1.5620 aux_loss:0.0025 train_time:26748267ms step_avg:720.90ms
step:37115/40500 train_loss:1.5695 aux_loss:0.0023 train_time:26748989ms step_avg:720.90ms
step:37116/40500 train_loss:1.5710 aux_loss:0.0024 train_time:26749709ms step_avg:720.90ms
step:37117/40500 train_loss:1.5164 aux_loss:0.0031 train_time:26750430ms step_avg:720.90ms
step:37118/40500 train_loss:1.5925 aux_loss:0.0022 train_time:26751151ms step_avg:720.90ms
step:37119/40500 train_loss:1.4937 aux_loss:0.0022 train_time:26751870ms step_avg:720.90ms
step:37120/40500 train_loss:1.5497 aux_loss:0.0023 train_time:26752591ms step_avg:720.90ms
step:37121/40500 train_loss:1.5543 aux_loss:0.0025 train_time:26753308ms step_avg:720.90ms
step:37122/40500 train_loss:1.5710 aux_loss:0.0023 train_time:26754030ms step_avg:720.90ms
step:37123/40500 train_loss:1.6429 aux_loss:0.0022 train_time:26754749ms step_avg:720.90ms
step:37124/40500 train_loss:1.5432 aux_loss:0.0023 train_time:26755468ms step_avg:720.90ms
step:37125/40500 train_loss:1.5487 aux_loss:0.0022 train_time:26756186ms step_avg:720.90ms
step:37126/40500 train_loss:1.5796 aux_loss:0.0026 train_time:26756907ms step_avg:720.90ms
step:37127/40500 train_loss:1.6243 aux_loss:0.0028 train_time:26757628ms step_avg:720.90ms
step:37128/40500 train_loss:1.4997 aux_loss:0.0023 train_time:26758347ms step_avg:720.90ms
step:37129/40500 train_loss:1.5276 aux_loss:0.0023 train_time:26759066ms step_avg:720.90ms
step:37130/40500 train_loss:1.6342 aux_loss:0.0023 train_time:26759787ms step_avg:720.90ms
step:37131/40500 train_loss:1.5344 aux_loss:0.0024 train_time:26760508ms step_avg:720.90ms
step:37132/40500 train_loss:1.5405 aux_loss:0.0021 train_time:26761226ms step_avg:720.90ms
step:37133/40500 train_loss:1.5633 aux_loss:0.0022 train_time:26761947ms step_avg:720.90ms
step:37134/40500 train_loss:1.6264 aux_loss:0.0022 train_time:26762666ms step_avg:720.90ms
step:37135/40500 train_loss:1.5654 aux_loss:0.0037 train_time:26763385ms step_avg:720.90ms
step:37136/40500 train_loss:1.5807 aux_loss:0.0023 train_time:26764106ms step_avg:720.90ms
step:37137/40500 train_loss:1.5693 aux_loss:0.0023 train_time:26764825ms step_avg:720.90ms
step:37138/40500 train_loss:1.6079 aux_loss:0.0022 train_time:26765544ms step_avg:720.90ms
step:37139/40500 train_loss:1.5344 aux_loss:0.0023 train_time:26766263ms step_avg:720.90ms
step:37140/40500 train_loss:1.6010 aux_loss:0.0028 train_time:26766983ms step_avg:720.90ms
step:37141/40500 train_loss:1.5130 aux_loss:0.0023 train_time:26767701ms step_avg:720.90ms
step:37142/40500 train_loss:1.6054 aux_loss:0.0023 train_time:26768421ms step_avg:720.90ms
step:37143/40500 train_loss:1.5095 aux_loss:0.0029 train_time:26769138ms step_avg:720.90ms
step:37144/40500 train_loss:1.5607 aux_loss:0.0027 train_time:26769857ms step_avg:720.90ms
step:37145/40500 train_loss:1.5829 aux_loss:0.0022 train_time:26770577ms step_avg:720.90ms
step:37146/40500 train_loss:1.5716 aux_loss:0.0024 train_time:26771295ms step_avg:720.90ms
step:37147/40500 train_loss:1.5306 aux_loss:0.0021 train_time:26772012ms step_avg:720.90ms
step:37148/40500 train_loss:1.4819 aux_loss:0.0021 train_time:26772731ms step_avg:720.90ms
step:37149/40500 train_loss:1.5424 aux_loss:0.0023 train_time:26773449ms step_avg:720.90ms
step:37150/40500 train_loss:1.5117 aux_loss:0.0025 train_time:26774167ms step_avg:720.90ms
step:37151/40500 train_loss:1.5502 aux_loss:0.0025 train_time:26774886ms step_avg:720.90ms
step:37152/40500 train_loss:1.5707 aux_loss:0.0024 train_time:26775605ms step_avg:720.90ms
step:37153/40500 train_loss:1.5969 aux_loss:0.0024 train_time:26776321ms step_avg:720.90ms
step:37154/40500 train_loss:1.5810 aux_loss:0.0024 train_time:26777046ms step_avg:720.90ms
step:37155/40500 train_loss:1.5494 aux_loss:0.0025 train_time:26777763ms step_avg:720.90ms
step:37156/40500 train_loss:1.5239 aux_loss:0.0023 train_time:26778481ms step_avg:720.90ms
step:37157/40500 train_loss:1.5555 aux_loss:0.0024 train_time:26779203ms step_avg:720.90ms
step:37158/40500 train_loss:1.5857 aux_loss:0.0025 train_time:26779922ms step_avg:720.90ms
step:37159/40500 train_loss:1.5532 aux_loss:0.0026 train_time:26780640ms step_avg:720.90ms
step:37160/40500 train_loss:1.4850 aux_loss:0.0025 train_time:26781362ms step_avg:720.90ms
step:37161/40500 train_loss:1.5110 aux_loss:0.0026 train_time:26782081ms step_avg:720.90ms
step:37162/40500 train_loss:1.5760 aux_loss:0.0024 train_time:26782799ms step_avg:720.90ms
step:37163/40500 train_loss:1.4233 aux_loss:0.0036 train_time:26783519ms step_avg:720.90ms
step:37164/40500 train_loss:1.5565 aux_loss:0.0025 train_time:26784238ms step_avg:720.90ms
step:37165/40500 train_loss:1.4859 aux_loss:0.0023 train_time:26784957ms step_avg:720.90ms
step:37166/40500 train_loss:1.5083 aux_loss:0.0023 train_time:26785678ms step_avg:720.90ms
step:37167/40500 train_loss:1.5469 aux_loss:0.0022 train_time:26786398ms step_avg:720.90ms
step:37168/40500 train_loss:1.5633 aux_loss:0.0023 train_time:26787116ms step_avg:720.90ms
step:37169/40500 train_loss:1.5583 aux_loss:0.0024 train_time:26787835ms step_avg:720.90ms
step:37170/40500 train_loss:1.5419 aux_loss:0.0023 train_time:26788554ms step_avg:720.90ms
step:37171/40500 train_loss:1.5483 aux_loss:0.0023 train_time:26789273ms step_avg:720.90ms
step:37172/40500 train_loss:1.5210 aux_loss:0.0024 train_time:26789994ms step_avg:720.90ms
step:37173/40500 train_loss:1.5551 aux_loss:0.0024 train_time:26790712ms step_avg:720.90ms
step:37174/40500 train_loss:1.6060 aux_loss:0.0024 train_time:26791430ms step_avg:720.90ms
step:37175/40500 train_loss:1.4814 aux_loss:0.0025 train_time:26792147ms step_avg:720.90ms
step:37176/40500 train_loss:1.5874 aux_loss:0.0028 train_time:26792866ms step_avg:720.90ms
step:37177/40500 train_loss:1.5016 aux_loss:0.0022 train_time:26793585ms step_avg:720.90ms
step:37178/40500 train_loss:1.5258 aux_loss:0.0023 train_time:26794302ms step_avg:720.90ms
step:37179/40500 train_loss:1.5679 aux_loss:0.0022 train_time:26795020ms step_avg:720.90ms
step:37180/40500 train_loss:1.5603 aux_loss:0.0023 train_time:26795741ms step_avg:720.90ms
step:37181/40500 train_loss:1.5647 aux_loss:0.0024 train_time:26796459ms step_avg:720.90ms
step:37182/40500 train_loss:1.5658 aux_loss:0.0023 train_time:26797176ms step_avg:720.90ms
step:37183/40500 train_loss:1.5491 aux_loss:0.0023 train_time:26797895ms step_avg:720.90ms
step:37184/40500 train_loss:1.5430 aux_loss:0.0027 train_time:26798614ms step_avg:720.90ms
step:37185/40500 train_loss:1.5370 aux_loss:0.0025 train_time:26799335ms step_avg:720.90ms
step:37186/40500 train_loss:1.5453 aux_loss:0.0039 train_time:26800053ms step_avg:720.90ms
step:37187/40500 train_loss:1.5928 aux_loss:0.0023 train_time:26800772ms step_avg:720.90ms
step:37188/40500 train_loss:1.5797 aux_loss:0.0029 train_time:26801490ms step_avg:720.90ms
step:37189/40500 train_loss:1.5766 aux_loss:0.0024 train_time:26802210ms step_avg:720.90ms
step:37190/40500 train_loss:1.6193 aux_loss:0.0025 train_time:26802928ms step_avg:720.90ms
step:37191/40500 train_loss:1.4547 aux_loss:0.0025 train_time:26803646ms step_avg:720.90ms
step:37192/40500 train_loss:1.5691 aux_loss:0.0026 train_time:26804365ms step_avg:720.90ms
step:37193/40500 train_loss:1.4902 aux_loss:0.0023 train_time:26805083ms step_avg:720.90ms
step:37194/40500 train_loss:1.5368 aux_loss:0.0023 train_time:26805801ms step_avg:720.90ms
step:37195/40500 train_loss:1.5663 aux_loss:0.0022 train_time:26806519ms step_avg:720.90ms
step:37196/40500 train_loss:1.5648 aux_loss:0.0023 train_time:26807237ms step_avg:720.90ms
step:37197/40500 train_loss:1.5062 aux_loss:0.0022 train_time:26807956ms step_avg:720.90ms
step:37198/40500 train_loss:1.5357 aux_loss:0.0072 train_time:26808673ms step_avg:720.90ms
step:37199/40500 train_loss:1.5404 aux_loss:0.0022 train_time:26809395ms step_avg:720.90ms
step:37200/40500 train_loss:1.5576 aux_loss:0.0022 train_time:26810114ms step_avg:720.90ms
step:37201/40500 train_loss:1.5067 aux_loss:0.0024 train_time:26810832ms step_avg:720.90ms
step:37202/40500 train_loss:1.5522 aux_loss:0.0024 train_time:26811557ms step_avg:720.90ms
step:37203/40500 train_loss:1.4474 aux_loss:0.0023 train_time:26812276ms step_avg:720.90ms
step:37204/40500 train_loss:1.5177 aux_loss:0.0022 train_time:26812994ms step_avg:720.90ms
step:37205/40500 train_loss:1.5570 aux_loss:0.0025 train_time:26813713ms step_avg:720.90ms
step:37206/40500 train_loss:1.5186 aux_loss:0.0024 train_time:26814429ms step_avg:720.90ms
step:37207/40500 train_loss:1.5389 aux_loss:0.0024 train_time:26815146ms step_avg:720.90ms
step:37208/40500 train_loss:1.5133 aux_loss:0.0024 train_time:26815868ms step_avg:720.90ms
step:37209/40500 train_loss:1.5141 aux_loss:0.0022 train_time:26816589ms step_avg:720.90ms
step:37210/40500 train_loss:1.5749 aux_loss:0.0025 train_time:26817307ms step_avg:720.90ms
step:37211/40500 train_loss:1.5478 aux_loss:0.0023 train_time:26818026ms step_avg:720.90ms
step:37212/40500 train_loss:1.5093 aux_loss:0.0024 train_time:26818747ms step_avg:720.90ms
step:37213/40500 train_loss:1.4981 aux_loss:0.0024 train_time:26819465ms step_avg:720.90ms
step:37214/40500 train_loss:1.5126 aux_loss:0.0023 train_time:26820184ms step_avg:720.90ms
step:37215/40500 train_loss:1.5167 aux_loss:0.0027 train_time:26820905ms step_avg:720.90ms
step:37216/40500 train_loss:1.5009 aux_loss:0.0024 train_time:26821624ms step_avg:720.90ms
step:37217/40500 train_loss:1.5433 aux_loss:0.0025 train_time:26822341ms step_avg:720.90ms
step:37218/40500 train_loss:1.5562 aux_loss:0.0025 train_time:26823063ms step_avg:720.90ms
step:37219/40500 train_loss:1.5256 aux_loss:0.0023 train_time:26823781ms step_avg:720.89ms
step:37220/40500 train_loss:1.4758 aux_loss:0.0023 train_time:26824501ms step_avg:720.89ms
step:37221/40500 train_loss:1.4902 aux_loss:0.0024 train_time:26825219ms step_avg:720.89ms
step:37222/40500 train_loss:1.5172 aux_loss:0.0022 train_time:26825936ms step_avg:720.89ms
step:37223/40500 train_loss:1.5306 aux_loss:0.0024 train_time:26826655ms step_avg:720.89ms
step:37224/40500 train_loss:1.5755 aux_loss:0.0025 train_time:26827372ms step_avg:720.89ms
step:37225/40500 train_loss:1.5320 aux_loss:0.0024 train_time:26828091ms step_avg:720.89ms
step:37226/40500 train_loss:1.5167 aux_loss:0.0023 train_time:26828810ms step_avg:720.89ms
step:37227/40500 train_loss:1.5117 aux_loss:0.0023 train_time:26829532ms step_avg:720.89ms
step:37228/40500 train_loss:1.5698 aux_loss:0.0022 train_time:26830249ms step_avg:720.89ms
step:37229/40500 train_loss:1.5890 aux_loss:0.0023 train_time:26830968ms step_avg:720.89ms
step:37230/40500 train_loss:1.5365 aux_loss:0.0023 train_time:26831688ms step_avg:720.89ms
step:37231/40500 train_loss:1.5196 aux_loss:0.0024 train_time:26832408ms step_avg:720.89ms
step:37232/40500 train_loss:1.5848 aux_loss:0.0025 train_time:26833127ms step_avg:720.89ms
step:37233/40500 train_loss:1.6008 aux_loss:0.0025 train_time:26833847ms step_avg:720.89ms
step:37234/40500 train_loss:1.5776 aux_loss:0.0029 train_time:26834565ms step_avg:720.89ms
step:37235/40500 train_loss:1.5669 aux_loss:0.0027 train_time:26835284ms step_avg:720.89ms
step:37236/40500 train_loss:1.5994 aux_loss:0.0024 train_time:26836004ms step_avg:720.89ms
step:37237/40500 train_loss:1.5340 aux_loss:0.0023 train_time:26836720ms step_avg:720.89ms
step:37238/40500 train_loss:1.5362 aux_loss:0.0024 train_time:26837443ms step_avg:720.89ms
step:37239/40500 train_loss:1.5597 aux_loss:0.0025 train_time:26838165ms step_avg:720.89ms
step:37240/40500 train_loss:1.5374 aux_loss:0.0023 train_time:26838886ms step_avg:720.89ms
step:37241/40500 train_loss:1.5226 aux_loss:0.0035 train_time:26839606ms step_avg:720.89ms
step:37242/40500 train_loss:1.5667 aux_loss:0.0024 train_time:26840326ms step_avg:720.89ms
step:37243/40500 train_loss:1.5131 aux_loss:0.0024 train_time:26841045ms step_avg:720.89ms
step:37244/40500 train_loss:1.4967 aux_loss:0.0023 train_time:26841765ms step_avg:720.89ms
step:37245/40500 train_loss:1.5358 aux_loss:0.0025 train_time:26842484ms step_avg:720.89ms
step:37246/40500 train_loss:1.6191 aux_loss:0.0028 train_time:26843204ms step_avg:720.89ms
step:37247/40500 train_loss:1.5494 aux_loss:0.0023 train_time:26843925ms step_avg:720.89ms
step:37248/40500 train_loss:1.5481 aux_loss:0.0024 train_time:26844642ms step_avg:720.89ms
step:37249/40500 train_loss:1.5829 aux_loss:0.0024 train_time:26845363ms step_avg:720.89ms
step:37250/40500 train_loss:1.5648 aux_loss:0.0024 train_time:26846082ms step_avg:720.89ms
step:37251/40500 train_loss:1.5348 aux_loss:0.0025 train_time:26846801ms step_avg:720.89ms
step:37252/40500 train_loss:1.5113 aux_loss:0.0021 train_time:26847520ms step_avg:720.89ms
step:37253/40500 train_loss:1.5335 aux_loss:0.0022 train_time:26848239ms step_avg:720.89ms
step:37254/40500 train_loss:1.5548 aux_loss:0.0024 train_time:26848957ms step_avg:720.89ms
step:37255/40500 train_loss:1.5307 aux_loss:0.0023 train_time:26849675ms step_avg:720.89ms
step:37256/40500 train_loss:1.5007 aux_loss:0.0027 train_time:26850395ms step_avg:720.89ms
step:37257/40500 train_loss:1.5699 aux_loss:0.0024 train_time:26851114ms step_avg:720.89ms
step:37258/40500 train_loss:1.5278 aux_loss:0.0025 train_time:26851833ms step_avg:720.89ms
step:37259/40500 train_loss:1.6761 aux_loss:0.0028 train_time:26852553ms step_avg:720.89ms
step:37260/40500 train_loss:1.5443 aux_loss:0.0023 train_time:26853271ms step_avg:720.89ms
step:37261/40500 train_loss:1.5589 aux_loss:0.0024 train_time:26853991ms step_avg:720.89ms
step:37262/40500 train_loss:1.5140 aux_loss:0.0021 train_time:26854709ms step_avg:720.89ms
step:37263/40500 train_loss:1.5743 aux_loss:0.0025 train_time:26855427ms step_avg:720.89ms
step:37264/40500 train_loss:1.4915 aux_loss:0.0023 train_time:26856144ms step_avg:720.89ms
step:37265/40500 train_loss:1.5482 aux_loss:0.0022 train_time:26856865ms step_avg:720.89ms
step:37266/40500 train_loss:1.5352 aux_loss:0.0024 train_time:26857583ms step_avg:720.89ms
step:37267/40500 train_loss:1.5472 aux_loss:0.0028 train_time:26858300ms step_avg:720.89ms
step:37268/40500 train_loss:1.5699 aux_loss:0.0028 train_time:26859020ms step_avg:720.89ms
step:37269/40500 train_loss:1.5464 aux_loss:0.0022 train_time:26859739ms step_avg:720.89ms
step:37270/40500 train_loss:1.5164 aux_loss:0.0023 train_time:26860456ms step_avg:720.89ms
step:37271/40500 train_loss:1.5366 aux_loss:0.0025 train_time:26861175ms step_avg:720.89ms
step:37272/40500 train_loss:1.5483 aux_loss:0.0027 train_time:26861894ms step_avg:720.89ms
step:37273/40500 train_loss:1.5312 aux_loss:0.0029 train_time:26862611ms step_avg:720.89ms
step:37274/40500 train_loss:1.5126 aux_loss:0.0027 train_time:26863330ms step_avg:720.89ms
step:37275/40500 train_loss:1.5378 aux_loss:0.0027 train_time:26864050ms step_avg:720.89ms
step:37276/40500 train_loss:1.5398 aux_loss:0.0025 train_time:26864769ms step_avg:720.89ms
step:37277/40500 train_loss:1.5198 aux_loss:0.0024 train_time:26865486ms step_avg:720.89ms
step:37278/40500 train_loss:1.4679 aux_loss:0.0023 train_time:26866205ms step_avg:720.89ms
step:37279/40500 train_loss:1.5525 aux_loss:0.0023 train_time:26866923ms step_avg:720.89ms
step:37280/40500 train_loss:1.5078 aux_loss:0.0024 train_time:26867642ms step_avg:720.89ms
step:37281/40500 train_loss:1.4951 aux_loss:0.0029 train_time:26868360ms step_avg:720.89ms
step:37282/40500 train_loss:1.5067 aux_loss:0.0022 train_time:26869079ms step_avg:720.89ms
step:37283/40500 train_loss:1.6068 aux_loss:0.0022 train_time:26869797ms step_avg:720.89ms
step:37284/40500 train_loss:1.6216 aux_loss:0.0022 train_time:26870518ms step_avg:720.89ms
step:37285/40500 train_loss:1.5315 aux_loss:0.0023 train_time:26871236ms step_avg:720.89ms
step:37286/40500 train_loss:1.5479 aux_loss:0.0025 train_time:26871954ms step_avg:720.89ms
step:37287/40500 train_loss:1.4850 aux_loss:0.0024 train_time:26872672ms step_avg:720.89ms
step:37288/40500 train_loss:1.5165 aux_loss:0.0024 train_time:26873389ms step_avg:720.89ms
step:37289/40500 train_loss:1.4549 aux_loss:0.0024 train_time:26874109ms step_avg:720.89ms
step:37290/40500 train_loss:1.5005 aux_loss:0.0025 train_time:26874827ms step_avg:720.89ms
step:37291/40500 train_loss:1.5450 aux_loss:0.0025 train_time:26875545ms step_avg:720.89ms
step:37292/40500 train_loss:1.5628 aux_loss:0.0025 train_time:26876262ms step_avg:720.89ms
step:37293/40500 train_loss:1.5358 aux_loss:0.0023 train_time:26876983ms step_avg:720.89ms
step:37294/40500 train_loss:1.5280 aux_loss:0.0024 train_time:26877700ms step_avg:720.89ms
step:37295/40500 train_loss:1.6044 aux_loss:0.0025 train_time:26878419ms step_avg:720.89ms
step:37296/40500 train_loss:1.6003 aux_loss:0.0025 train_time:26879137ms step_avg:720.89ms
step:37297/40500 train_loss:1.5570 aux_loss:0.0026 train_time:26879858ms step_avg:720.89ms
step:37298/40500 train_loss:1.5392 aux_loss:0.0029 train_time:26880575ms step_avg:720.89ms
step:37299/40500 train_loss:1.5751 aux_loss:0.0026 train_time:26881294ms step_avg:720.89ms
step:37300/40500 train_loss:1.5440 aux_loss:0.0026 train_time:26882013ms step_avg:720.89ms
step:37301/40500 train_loss:1.5524 aux_loss:0.0034 train_time:26882732ms step_avg:720.89ms
step:37302/40500 train_loss:1.5254 aux_loss:0.0031 train_time:26883453ms step_avg:720.89ms
step:37303/40500 train_loss:1.6160 aux_loss:0.0022 train_time:26884172ms step_avg:720.89ms
step:37304/40500 train_loss:1.5403 aux_loss:0.0022 train_time:26884892ms step_avg:720.89ms
step:37305/40500 train_loss:1.5254 aux_loss:0.0020 train_time:26885610ms step_avg:720.89ms
step:37306/40500 train_loss:1.5166 aux_loss:0.0025 train_time:26886328ms step_avg:720.89ms
step:37307/40500 train_loss:1.4805 aux_loss:0.0024 train_time:26887046ms step_avg:720.89ms
step:37308/40500 train_loss:1.5996 aux_loss:0.0025 train_time:26887764ms step_avg:720.89ms
step:37309/40500 train_loss:1.5121 aux_loss:0.0022 train_time:26888483ms step_avg:720.89ms
step:37310/40500 train_loss:1.5001 aux_loss:0.0023 train_time:26889202ms step_avg:720.89ms
step:37311/40500 train_loss:1.5645 aux_loss:0.0027 train_time:26889923ms step_avg:720.89ms
step:37312/40500 train_loss:1.6063 aux_loss:0.0025 train_time:26890643ms step_avg:720.89ms
step:37313/40500 train_loss:1.6190 aux_loss:0.0023 train_time:26891362ms step_avg:720.89ms
step:37314/40500 train_loss:1.5450 aux_loss:0.0026 train_time:26892080ms step_avg:720.89ms
step:37315/40500 train_loss:1.6201 aux_loss:0.0027 train_time:26892795ms step_avg:720.89ms
step:37316/40500 train_loss:1.5387 aux_loss:0.0026 train_time:26893513ms step_avg:720.89ms
step:37317/40500 train_loss:1.5660 aux_loss:0.0024 train_time:26894232ms step_avg:720.89ms
step:37318/40500 train_loss:1.5833 aux_loss:0.0023 train_time:26894950ms step_avg:720.89ms
step:37319/40500 train_loss:1.4843 aux_loss:0.0022 train_time:26895671ms step_avg:720.89ms
step:37320/40500 train_loss:1.4709 aux_loss:0.0023 train_time:26896390ms step_avg:720.89ms
step:37321/40500 train_loss:1.5541 aux_loss:0.0022 train_time:26897107ms step_avg:720.89ms
step:37322/40500 train_loss:1.4872 aux_loss:0.0023 train_time:26897824ms step_avg:720.89ms
step:37323/40500 train_loss:1.5601 aux_loss:0.0031 train_time:26898544ms step_avg:720.89ms
step:37324/40500 train_loss:1.5573 aux_loss:0.0023 train_time:26899262ms step_avg:720.89ms
step:37325/40500 train_loss:1.6162 aux_loss:0.0022 train_time:26899981ms step_avg:720.89ms
step:37326/40500 train_loss:1.5367 aux_loss:0.0023 train_time:26900702ms step_avg:720.89ms
step:37327/40500 train_loss:1.5923 aux_loss:0.0024 train_time:26901420ms step_avg:720.89ms
step:37328/40500 train_loss:1.5140 aux_loss:0.0023 train_time:26902138ms step_avg:720.89ms
step:37329/40500 train_loss:1.5522 aux_loss:0.0022 train_time:26902857ms step_avg:720.89ms
step:37330/40500 train_loss:1.5329 aux_loss:0.0023 train_time:26903577ms step_avg:720.89ms
step:37331/40500 train_loss:1.5553 aux_loss:0.0024 train_time:26904295ms step_avg:720.89ms
step:37332/40500 train_loss:1.5992 aux_loss:0.0026 train_time:26905014ms step_avg:720.89ms
step:37333/40500 train_loss:1.5645 aux_loss:0.0024 train_time:26905731ms step_avg:720.89ms
step:37334/40500 train_loss:1.5061 aux_loss:0.0027 train_time:26906449ms step_avg:720.89ms
step:37335/40500 train_loss:1.5527 aux_loss:0.0025 train_time:26907168ms step_avg:720.89ms
step:37336/40500 train_loss:1.5660 aux_loss:0.0026 train_time:26907887ms step_avg:720.89ms
step:37337/40500 train_loss:1.5722 aux_loss:0.0025 train_time:26908605ms step_avg:720.89ms
step:37338/40500 train_loss:1.5903 aux_loss:0.0024 train_time:26909326ms step_avg:720.89ms
step:37339/40500 train_loss:1.5856 aux_loss:0.0024 train_time:26910045ms step_avg:720.89ms
step:37340/40500 train_loss:1.6038 aux_loss:0.0024 train_time:26910764ms step_avg:720.89ms
step:37341/40500 train_loss:1.5116 aux_loss:0.0023 train_time:26911483ms step_avg:720.89ms
step:37342/40500 train_loss:1.5344 aux_loss:0.0024 train_time:26912203ms step_avg:720.89ms
step:37343/40500 train_loss:1.5780 aux_loss:0.0022 train_time:26912923ms step_avg:720.89ms
step:37344/40500 train_loss:1.5481 aux_loss:0.0025 train_time:26913641ms step_avg:720.89ms
step:37345/40500 train_loss:1.5476 aux_loss:0.0024 train_time:26914360ms step_avg:720.89ms
step:37346/40500 train_loss:1.4965 aux_loss:0.0023 train_time:26915078ms step_avg:720.89ms
step:37347/40500 train_loss:1.5476 aux_loss:0.0026 train_time:26915797ms step_avg:720.89ms
step:37348/40500 train_loss:1.5636 aux_loss:0.0026 train_time:26916519ms step_avg:720.89ms
step:37349/40500 train_loss:1.5535 aux_loss:0.0031 train_time:26917240ms step_avg:720.89ms
step:37350/40500 train_loss:1.5915 aux_loss:0.0034 train_time:26917961ms step_avg:720.89ms
step:37351/40500 train_loss:1.6478 aux_loss:0.0024 train_time:26918679ms step_avg:720.89ms
step:37352/40500 train_loss:1.4969 aux_loss:0.0026 train_time:26919400ms step_avg:720.89ms
step:37353/40500 train_loss:1.4964 aux_loss:0.0026 train_time:26920117ms step_avg:720.89ms
step:37354/40500 train_loss:1.5042 aux_loss:0.0023 train_time:26920836ms step_avg:720.89ms
step:37355/40500 train_loss:1.5232 aux_loss:0.0022 train_time:26921556ms step_avg:720.89ms
step:37356/40500 train_loss:1.5301 aux_loss:0.0025 train_time:26922273ms step_avg:720.89ms
step:37357/40500 train_loss:1.5289 aux_loss:0.0023 train_time:26922993ms step_avg:720.89ms
step:37358/40500 train_loss:1.5505 aux_loss:0.0024 train_time:26923710ms step_avg:720.89ms
step:37359/40500 train_loss:1.5390 aux_loss:0.0023 train_time:26924430ms step_avg:720.89ms
step:37360/40500 train_loss:1.5593 aux_loss:0.0024 train_time:26925148ms step_avg:720.89ms
step:37361/40500 train_loss:1.5112 aux_loss:0.0026 train_time:26925868ms step_avg:720.89ms
step:37362/40500 train_loss:1.5571 aux_loss:0.0026 train_time:26926587ms step_avg:720.89ms
step:37363/40500 train_loss:1.5619 aux_loss:0.0024 train_time:26927303ms step_avg:720.89ms
step:37364/40500 train_loss:1.4968 aux_loss:0.0024 train_time:26928021ms step_avg:720.89ms
step:37365/40500 train_loss:1.5790 aux_loss:0.0025 train_time:26928739ms step_avg:720.89ms
step:37366/40500 train_loss:1.5601 aux_loss:0.0024 train_time:26929461ms step_avg:720.89ms
step:37367/40500 train_loss:1.5320 aux_loss:0.0023 train_time:26930180ms step_avg:720.89ms
step:37368/40500 train_loss:1.5928 aux_loss:0.0026 train_time:26930899ms step_avg:720.89ms
step:37369/40500 train_loss:1.5718 aux_loss:0.0026 train_time:26931621ms step_avg:720.89ms
step:37370/40500 train_loss:1.5458 aux_loss:0.0028 train_time:26932341ms step_avg:720.89ms
step:37371/40500 train_loss:1.5613 aux_loss:0.0023 train_time:26933061ms step_avg:720.89ms
step:37372/40500 train_loss:1.5533 aux_loss:0.0031 train_time:26933779ms step_avg:720.89ms
step:37373/40500 train_loss:1.5383 aux_loss:0.0043 train_time:26934497ms step_avg:720.89ms
step:37374/40500 train_loss:1.5613 aux_loss:0.0026 train_time:26935215ms step_avg:720.89ms
step:37375/40500 train_loss:1.5801 aux_loss:0.0022 train_time:26935935ms step_avg:720.89ms
step:37376/40500 train_loss:1.5529 aux_loss:0.0022 train_time:26936655ms step_avg:720.89ms
step:37377/40500 train_loss:1.5886 aux_loss:0.0022 train_time:26937374ms step_avg:720.89ms
step:37378/40500 train_loss:1.5206 aux_loss:0.0024 train_time:26938093ms step_avg:720.89ms
step:37379/40500 train_loss:1.6041 aux_loss:0.0023 train_time:26938811ms step_avg:720.89ms
step:37380/40500 train_loss:1.5466 aux_loss:0.0022 train_time:26939527ms step_avg:720.89ms
step:37381/40500 train_loss:1.5669 aux_loss:0.0023 train_time:26940246ms step_avg:720.89ms
step:37382/40500 train_loss:1.5455 aux_loss:0.0022 train_time:26940965ms step_avg:720.89ms
step:37383/40500 train_loss:1.5740 aux_loss:0.0023 train_time:26941684ms step_avg:720.89ms
step:37384/40500 train_loss:1.6033 aux_loss:0.0026 train_time:26942402ms step_avg:720.89ms
step:37385/40500 train_loss:1.5746 aux_loss:0.0023 train_time:26943120ms step_avg:720.89ms
step:37386/40500 train_loss:1.5573 aux_loss:0.0024 train_time:26943837ms step_avg:720.89ms
step:37387/40500 train_loss:1.5582 aux_loss:0.0027 train_time:26944555ms step_avg:720.89ms
step:37388/40500 train_loss:1.5317 aux_loss:0.0024 train_time:26945274ms step_avg:720.89ms
step:37389/40500 train_loss:1.5718 aux_loss:0.0022 train_time:26945993ms step_avg:720.89ms
step:37390/40500 train_loss:1.5523 aux_loss:0.0023 train_time:26946713ms step_avg:720.89ms
step:37391/40500 train_loss:1.5315 aux_loss:0.0022 train_time:26947431ms step_avg:720.89ms
step:37392/40500 train_loss:1.5644 aux_loss:0.0022 train_time:26948154ms step_avg:720.89ms
step:37393/40500 train_loss:1.5487 aux_loss:0.0022 train_time:26948872ms step_avg:720.89ms
step:37394/40500 train_loss:1.5201 aux_loss:0.0034 train_time:26949593ms step_avg:720.89ms
step:37395/40500 train_loss:1.5687 aux_loss:0.0023 train_time:26950313ms step_avg:720.89ms
step:37396/40500 train_loss:1.5502 aux_loss:0.0024 train_time:26951030ms step_avg:720.89ms
step:37397/40500 train_loss:1.5307 aux_loss:0.0025 train_time:26951750ms step_avg:720.89ms
step:37398/40500 train_loss:1.5082 aux_loss:0.0023 train_time:26952468ms step_avg:720.89ms
step:37399/40500 train_loss:1.5565 aux_loss:0.0024 train_time:26953186ms step_avg:720.89ms
step:37400/40500 train_loss:1.5443 aux_loss:0.0023 train_time:26953905ms step_avg:720.89ms
step:37401/40500 train_loss:1.5399 aux_loss:0.0023 train_time:26954626ms step_avg:720.89ms
step:37402/40500 train_loss:1.5425 aux_loss:0.0024 train_time:26955344ms step_avg:720.89ms
step:37403/40500 train_loss:1.5661 aux_loss:0.0025 train_time:26956063ms step_avg:720.89ms
step:37404/40500 train_loss:1.5173 aux_loss:0.0023 train_time:26956784ms step_avg:720.89ms
step:37405/40500 train_loss:1.5722 aux_loss:0.0024 train_time:26957502ms step_avg:720.89ms
step:37406/40500 train_loss:1.4520 aux_loss:0.0027 train_time:26958222ms step_avg:720.89ms
step:37407/40500 train_loss:1.5521 aux_loss:0.0026 train_time:26958940ms step_avg:720.89ms
step:37408/40500 train_loss:1.5402 aux_loss:0.0025 train_time:26959659ms step_avg:720.89ms
step:37409/40500 train_loss:1.5362 aux_loss:0.0023 train_time:26960377ms step_avg:720.88ms
step:37410/40500 train_loss:1.5576 aux_loss:0.0023 train_time:26961096ms step_avg:720.88ms
step:37411/40500 train_loss:1.5537 aux_loss:0.0022 train_time:26961815ms step_avg:720.88ms
step:37412/40500 train_loss:1.5234 aux_loss:0.0022 train_time:26962535ms step_avg:720.88ms
step:37413/40500 train_loss:1.5075 aux_loss:0.0022 train_time:26963253ms step_avg:720.88ms
step:37414/40500 train_loss:1.6048 aux_loss:0.0025 train_time:26963972ms step_avg:720.88ms
step:37415/40500 train_loss:1.5366 aux_loss:0.0024 train_time:26964691ms step_avg:720.88ms
step:37416/40500 train_loss:1.5611 aux_loss:0.0023 train_time:26965411ms step_avg:720.88ms
step:37417/40500 train_loss:1.5475 aux_loss:0.0026 train_time:26966130ms step_avg:720.88ms
step:37418/40500 train_loss:1.5601 aux_loss:0.0023 train_time:26966849ms step_avg:720.88ms
step:37419/40500 train_loss:1.5669 aux_loss:0.0022 train_time:26967568ms step_avg:720.88ms
step:37420/40500 train_loss:1.5710 aux_loss:0.0026 train_time:26968287ms step_avg:720.88ms
step:37421/40500 train_loss:1.5388 aux_loss:0.0025 train_time:26969008ms step_avg:720.88ms
step:37422/40500 train_loss:1.4919 aux_loss:0.0024 train_time:26969729ms step_avg:720.88ms
step:37423/40500 train_loss:1.6163 aux_loss:0.0025 train_time:26970446ms step_avg:720.88ms
step:37424/40500 train_loss:1.5259 aux_loss:0.0023 train_time:26971165ms step_avg:720.88ms
step:37425/40500 train_loss:1.5583 aux_loss:0.0023 train_time:26971885ms step_avg:720.88ms
step:37426/40500 train_loss:1.5212 aux_loss:0.0026 train_time:26972607ms step_avg:720.88ms
step:37427/40500 train_loss:1.5354 aux_loss:0.0025 train_time:26973326ms step_avg:720.88ms
step:37428/40500 train_loss:1.5470 aux_loss:0.0024 train_time:26974046ms step_avg:720.88ms
step:37429/40500 train_loss:1.5882 aux_loss:0.0024 train_time:26974768ms step_avg:720.88ms
step:37430/40500 train_loss:1.5170 aux_loss:0.0026 train_time:26975489ms step_avg:720.88ms
step:37431/40500 train_loss:1.5675 aux_loss:0.0026 train_time:26976209ms step_avg:720.88ms
step:37432/40500 train_loss:1.5902 aux_loss:0.0027 train_time:26976928ms step_avg:720.88ms
step:37433/40500 train_loss:1.5702 aux_loss:0.0024 train_time:26977648ms step_avg:720.88ms
step:37434/40500 train_loss:1.5382 aux_loss:0.0023 train_time:26978364ms step_avg:720.88ms
step:37435/40500 train_loss:1.5707 aux_loss:0.0023 train_time:26979086ms step_avg:720.88ms
step:37436/40500 train_loss:1.4979 aux_loss:0.0023 train_time:26979807ms step_avg:720.88ms
step:37437/40500 train_loss:1.5540 aux_loss:0.0023 train_time:26980525ms step_avg:720.88ms
step:37438/40500 train_loss:1.5569 aux_loss:0.0023 train_time:26981243ms step_avg:720.88ms
step:37439/40500 train_loss:1.6269 aux_loss:0.0024 train_time:26981966ms step_avg:720.88ms
step:37440/40500 train_loss:1.5548 aux_loss:0.0024 train_time:26982686ms step_avg:720.88ms
step:37441/40500 train_loss:1.5422 aux_loss:0.0023 train_time:26983403ms step_avg:720.88ms
step:37442/40500 train_loss:1.5485 aux_loss:0.0025 train_time:26984123ms step_avg:720.88ms
step:37443/40500 train_loss:1.5976 aux_loss:0.0025 train_time:26984843ms step_avg:720.88ms
step:37444/40500 train_loss:1.5020 aux_loss:0.0025 train_time:26985561ms step_avg:720.88ms
step:37445/40500 train_loss:1.5558 aux_loss:0.0023 train_time:26986279ms step_avg:720.88ms
step:37446/40500 train_loss:1.5199 aux_loss:0.0024 train_time:26986998ms step_avg:720.88ms
step:37447/40500 train_loss:1.5223 aux_loss:0.0024 train_time:26987716ms step_avg:720.88ms
step:37448/40500 train_loss:1.5409 aux_loss:0.0022 train_time:26988434ms step_avg:720.88ms
step:37449/40500 train_loss:1.5288 aux_loss:0.0023 train_time:26989154ms step_avg:720.88ms
step:37450/40500 train_loss:1.5173 aux_loss:0.0023 train_time:26989870ms step_avg:720.88ms
step:37451/40500 train_loss:1.5013 aux_loss:0.0023 train_time:26990588ms step_avg:720.88ms
step:37452/40500 train_loss:1.5593 aux_loss:0.0027 train_time:26991305ms step_avg:720.88ms
step:37453/40500 train_loss:1.5135 aux_loss:0.0029 train_time:26992024ms step_avg:720.88ms
step:37454/40500 train_loss:1.5435 aux_loss:0.0023 train_time:26992743ms step_avg:720.88ms
step:37455/40500 train_loss:1.6126 aux_loss:0.0024 train_time:26993464ms step_avg:720.88ms
step:37456/40500 train_loss:1.5324 aux_loss:0.0024 train_time:26994183ms step_avg:720.88ms
step:37457/40500 train_loss:1.5546 aux_loss:0.0023 train_time:26994901ms step_avg:720.88ms
step:37458/40500 train_loss:1.5466 aux_loss:0.0023 train_time:26995623ms step_avg:720.88ms
step:37459/40500 train_loss:1.5711 aux_loss:0.0023 train_time:26996343ms step_avg:720.88ms
step:37460/40500 train_loss:1.5121 aux_loss:0.0023 train_time:26997061ms step_avg:720.88ms
step:37461/40500 train_loss:1.5704 aux_loss:0.0024 train_time:26997781ms step_avg:720.88ms
step:37462/40500 train_loss:1.5504 aux_loss:0.0023 train_time:26998500ms step_avg:720.88ms
step:37463/40500 train_loss:1.5386 aux_loss:0.0023 train_time:26999219ms step_avg:720.88ms
step:37464/40500 train_loss:1.5681 aux_loss:0.0024 train_time:26999938ms step_avg:720.88ms
step:37465/40500 train_loss:1.5077 aux_loss:0.0023 train_time:27000658ms step_avg:720.88ms
step:37466/40500 train_loss:1.4825 aux_loss:0.0025 train_time:27001378ms step_avg:720.88ms
step:37467/40500 train_loss:1.5243 aux_loss:0.0025 train_time:27002096ms step_avg:720.88ms
step:37468/40500 train_loss:1.5914 aux_loss:0.0026 train_time:27002815ms step_avg:720.88ms
step:37469/40500 train_loss:1.5669 aux_loss:0.0024 train_time:27003535ms step_avg:720.88ms
step:37470/40500 train_loss:1.5739 aux_loss:0.0025 train_time:27004254ms step_avg:720.88ms
step:37471/40500 train_loss:1.5823 aux_loss:0.0025 train_time:27004975ms step_avg:720.88ms
step:37472/40500 train_loss:1.5423 aux_loss:0.0023 train_time:27005695ms step_avg:720.88ms
step:37473/40500 train_loss:1.5315 aux_loss:0.0023 train_time:27006417ms step_avg:720.88ms
step:37474/40500 train_loss:1.5056 aux_loss:0.0023 train_time:27007137ms step_avg:720.88ms
step:37475/40500 train_loss:1.5587 aux_loss:0.0024 train_time:27007858ms step_avg:720.88ms
step:37476/40500 train_loss:1.5535 aux_loss:0.0024 train_time:27008579ms step_avg:720.88ms
step:37477/40500 train_loss:1.4880 aux_loss:0.0023 train_time:27009297ms step_avg:720.88ms
step:37478/40500 train_loss:1.5161 aux_loss:0.0024 train_time:27010018ms step_avg:720.88ms
step:37479/40500 train_loss:1.5607 aux_loss:0.0023 train_time:27010736ms step_avg:720.88ms
step:37480/40500 train_loss:1.4945 aux_loss:0.0021 train_time:27011453ms step_avg:720.88ms
step:37481/40500 train_loss:1.5701 aux_loss:0.0033 train_time:27012172ms step_avg:720.88ms
step:37482/40500 train_loss:1.5339 aux_loss:0.0022 train_time:27012889ms step_avg:720.88ms
step:37483/40500 train_loss:1.5912 aux_loss:0.0023 train_time:27013607ms step_avg:720.88ms
step:37484/40500 train_loss:1.5458 aux_loss:0.0021 train_time:27014327ms step_avg:720.88ms
step:37485/40500 train_loss:1.4893 aux_loss:0.0020 train_time:27015046ms step_avg:720.88ms
step:37486/40500 train_loss:1.5758 aux_loss:0.0021 train_time:27015764ms step_avg:720.88ms
step:37487/40500 train_loss:1.5021 aux_loss:0.0022 train_time:27016482ms step_avg:720.88ms
step:37488/40500 train_loss:1.5426 aux_loss:0.0023 train_time:27017199ms step_avg:720.88ms
step:37489/40500 train_loss:1.6286 aux_loss:0.0024 train_time:27017917ms step_avg:720.88ms
step:37490/40500 train_loss:1.5076 aux_loss:0.0023 train_time:27018635ms step_avg:720.88ms
step:37491/40500 train_loss:1.5492 aux_loss:0.0028 train_time:27019355ms step_avg:720.88ms
step:37492/40500 train_loss:1.5878 aux_loss:0.0024 train_time:27020074ms step_avg:720.88ms
step:37493/40500 train_loss:1.5672 aux_loss:0.0025 train_time:27020793ms step_avg:720.88ms
step:37494/40500 train_loss:1.5496 aux_loss:0.0025 train_time:27021512ms step_avg:720.88ms
step:37495/40500 train_loss:1.4540 aux_loss:0.0025 train_time:27022232ms step_avg:720.88ms
step:37496/40500 train_loss:1.5365 aux_loss:0.0024 train_time:27022952ms step_avg:720.88ms
step:37497/40500 train_loss:1.5997 aux_loss:0.0025 train_time:27023671ms step_avg:720.88ms
step:37498/40500 train_loss:1.5483 aux_loss:0.0023 train_time:27024389ms step_avg:720.88ms
step:37499/40500 train_loss:1.5125 aux_loss:0.0021 train_time:27025109ms step_avg:720.88ms
step:37500/40500 train_loss:1.5755 aux_loss:0.0022 train_time:27025828ms step_avg:720.88ms
step:37501/40500 train_loss:1.5271 aux_loss:0.0022 train_time:27026546ms step_avg:720.88ms
step:37502/40500 train_loss:1.4890 aux_loss:0.0022 train_time:27027268ms step_avg:720.88ms
step:37503/40500 train_loss:1.5489 aux_loss:0.0023 train_time:27027986ms step_avg:720.88ms
step:37504/40500 train_loss:1.5585 aux_loss:0.0024 train_time:27028703ms step_avg:720.88ms
step:37505/40500 train_loss:1.5295 aux_loss:0.0024 train_time:27029423ms step_avg:720.88ms
step:37506/40500 train_loss:1.5289 aux_loss:0.0024 train_time:27030142ms step_avg:720.88ms
step:37507/40500 train_loss:1.5363 aux_loss:0.0025 train_time:27030862ms step_avg:720.88ms
step:37508/40500 train_loss:1.6293 aux_loss:0.0023 train_time:27031579ms step_avg:720.88ms
step:37509/40500 train_loss:1.5049 aux_loss:0.0024 train_time:27032299ms step_avg:720.88ms
step:37510/40500 train_loss:1.5500 aux_loss:0.0022 train_time:27033017ms step_avg:720.88ms
step:37511/40500 train_loss:1.5342 aux_loss:0.0022 train_time:27033735ms step_avg:720.88ms
step:37512/40500 train_loss:1.5367 aux_loss:0.0023 train_time:27034454ms step_avg:720.88ms
step:37513/40500 train_loss:1.5821 aux_loss:0.0022 train_time:27035173ms step_avg:720.88ms
step:37514/40500 train_loss:1.5538 aux_loss:0.0034 train_time:27035892ms step_avg:720.88ms
step:37515/40500 train_loss:1.5397 aux_loss:0.0024 train_time:27036611ms step_avg:720.88ms
step:37516/40500 train_loss:1.4955 aux_loss:0.0024 train_time:27037332ms step_avg:720.88ms
step:37517/40500 train_loss:1.5809 aux_loss:0.0025 train_time:27038049ms step_avg:720.88ms
step:37518/40500 train_loss:1.5272 aux_loss:0.0023 train_time:27038767ms step_avg:720.88ms
step:37519/40500 train_loss:1.5491 aux_loss:0.0023 train_time:27039486ms step_avg:720.88ms
step:37520/40500 train_loss:1.5795 aux_loss:0.0026 train_time:27040207ms step_avg:720.88ms
step:37521/40500 train_loss:1.5139 aux_loss:0.0024 train_time:27040924ms step_avg:720.88ms
step:37522/40500 train_loss:1.5534 aux_loss:0.0023 train_time:27041643ms step_avg:720.88ms
step:37523/40500 train_loss:1.5535 aux_loss:0.0023 train_time:27042363ms step_avg:720.88ms
step:37524/40500 train_loss:1.5552 aux_loss:0.0022 train_time:27043081ms step_avg:720.88ms
step:37525/40500 train_loss:1.5544 aux_loss:0.0024 train_time:27043800ms step_avg:720.88ms
step:37526/40500 train_loss:1.5520 aux_loss:0.0023 train_time:27044521ms step_avg:720.88ms
step:37527/40500 train_loss:1.5611 aux_loss:0.0023 train_time:27045239ms step_avg:720.88ms
step:37528/40500 train_loss:1.4655 aux_loss:0.0027 train_time:27045959ms step_avg:720.88ms
step:37529/40500 train_loss:1.5482 aux_loss:0.0023 train_time:27046679ms step_avg:720.88ms
step:37530/40500 train_loss:1.5657 aux_loss:0.0022 train_time:27047398ms step_avg:720.88ms
step:37531/40500 train_loss:1.5548 aux_loss:0.0024 train_time:27048118ms step_avg:720.88ms
step:37532/40500 train_loss:1.5220 aux_loss:0.0026 train_time:27048836ms step_avg:720.88ms
step:37533/40500 train_loss:1.5615 aux_loss:0.0025 train_time:27049554ms step_avg:720.88ms
step:37534/40500 train_loss:1.4964 aux_loss:0.0023 train_time:27050274ms step_avg:720.88ms
step:37535/40500 train_loss:1.5605 aux_loss:0.0024 train_time:27050993ms step_avg:720.88ms
step:37536/40500 train_loss:1.5240 aux_loss:0.0024 train_time:27051710ms step_avg:720.88ms
step:37537/40500 train_loss:1.5370 aux_loss:0.0023 train_time:27052428ms step_avg:720.88ms
step:37538/40500 train_loss:1.6028 aux_loss:0.0023 train_time:27053146ms step_avg:720.88ms
step:37539/40500 train_loss:1.5354 aux_loss:0.0023 train_time:27053866ms step_avg:720.88ms
step:37540/40500 train_loss:1.6050 aux_loss:0.0025 train_time:27054585ms step_avg:720.88ms
step:37541/40500 train_loss:1.5892 aux_loss:0.0029 train_time:27055303ms step_avg:720.88ms
step:37542/40500 train_loss:1.5868 aux_loss:0.0023 train_time:27056023ms step_avg:720.88ms
step:37543/40500 train_loss:1.5885 aux_loss:0.0024 train_time:27056741ms step_avg:720.88ms
step:37544/40500 train_loss:1.5582 aux_loss:0.0026 train_time:27057459ms step_avg:720.88ms
step:37545/40500 train_loss:1.5734 aux_loss:0.0023 train_time:27058176ms step_avg:720.88ms
step:37546/40500 train_loss:1.5669 aux_loss:0.0024 train_time:27058895ms step_avg:720.88ms
step:37547/40500 train_loss:1.5476 aux_loss:0.0024 train_time:27059615ms step_avg:720.88ms
step:37548/40500 train_loss:1.5823 aux_loss:0.0045 train_time:27060331ms step_avg:720.88ms
step:37549/40500 train_loss:1.5566 aux_loss:0.0028 train_time:27061051ms step_avg:720.88ms
step:37550/40500 train_loss:1.6108 aux_loss:0.0025 train_time:27061770ms step_avg:720.88ms
step:37551/40500 train_loss:1.5564 aux_loss:0.0023 train_time:27062488ms step_avg:720.88ms
step:37552/40500 train_loss:1.5476 aux_loss:0.0023 train_time:27063206ms step_avg:720.88ms
step:37553/40500 train_loss:1.5333 aux_loss:0.0023 train_time:27063924ms step_avg:720.88ms
step:37554/40500 train_loss:1.5393 aux_loss:0.0025 train_time:27064643ms step_avg:720.88ms
step:37555/40500 train_loss:1.5673 aux_loss:0.0025 train_time:27065359ms step_avg:720.88ms
step:37556/40500 train_loss:1.5427 aux_loss:0.0026 train_time:27066079ms step_avg:720.88ms
step:37557/40500 train_loss:1.5654 aux_loss:0.0025 train_time:27066800ms step_avg:720.88ms
step:37558/40500 train_loss:1.5328 aux_loss:0.0023 train_time:27067518ms step_avg:720.88ms
step:37559/40500 train_loss:1.5085 aux_loss:0.0026 train_time:27068238ms step_avg:720.88ms
step:37560/40500 train_loss:1.5177 aux_loss:0.0025 train_time:27068959ms step_avg:720.88ms
step:37561/40500 train_loss:1.5505 aux_loss:0.0024 train_time:27069674ms step_avg:720.88ms
step:37562/40500 train_loss:1.5123 aux_loss:0.0025 train_time:27070393ms step_avg:720.88ms
step:37563/40500 train_loss:1.5436 aux_loss:0.0025 train_time:27071113ms step_avg:720.88ms
step:37564/40500 train_loss:1.5027 aux_loss:0.0024 train_time:27071834ms step_avg:720.88ms
step:37565/40500 train_loss:1.5783 aux_loss:0.0022 train_time:27072553ms step_avg:720.88ms
step:37566/40500 train_loss:1.5070 aux_loss:0.0024 train_time:27073275ms step_avg:720.88ms
step:37567/40500 train_loss:1.5397 aux_loss:0.0024 train_time:27073994ms step_avg:720.88ms
step:37568/40500 train_loss:1.6004 aux_loss:0.0038 train_time:27074712ms step_avg:720.88ms
step:37569/40500 train_loss:1.5530 aux_loss:0.0025 train_time:27075431ms step_avg:720.88ms
step:37570/40500 train_loss:1.5991 aux_loss:0.0024 train_time:27076149ms step_avg:720.88ms
step:37571/40500 train_loss:1.5750 aux_loss:0.0023 train_time:27076869ms step_avg:720.88ms
step:37572/40500 train_loss:1.5127 aux_loss:0.0026 train_time:27077585ms step_avg:720.88ms
step:37573/40500 train_loss:1.5920 aux_loss:0.0024 train_time:27078303ms step_avg:720.88ms
step:37574/40500 train_loss:1.5458 aux_loss:0.0025 train_time:27079022ms step_avg:720.88ms
step:37575/40500 train_loss:1.5825 aux_loss:0.0027 train_time:27079741ms step_avg:720.88ms
step:37576/40500 train_loss:1.4804 aux_loss:0.0025 train_time:27080459ms step_avg:720.88ms
step:37577/40500 train_loss:1.5613 aux_loss:0.0026 train_time:27081180ms step_avg:720.88ms
step:37578/40500 train_loss:1.5563 aux_loss:0.0025 train_time:27081899ms step_avg:720.88ms
step:37579/40500 train_loss:1.5272 aux_loss:0.0024 train_time:27082617ms step_avg:720.88ms
step:37580/40500 train_loss:1.5539 aux_loss:0.0024 train_time:27083336ms step_avg:720.88ms
step:37581/40500 train_loss:1.5292 aux_loss:0.0025 train_time:27084059ms step_avg:720.88ms
step:37582/40500 train_loss:1.5378 aux_loss:0.0024 train_time:27084777ms step_avg:720.88ms
step:37583/40500 train_loss:1.5894 aux_loss:0.0024 train_time:27085496ms step_avg:720.88ms
step:37584/40500 train_loss:1.5877 aux_loss:0.0024 train_time:27086216ms step_avg:720.88ms
step:37585/40500 train_loss:1.6101 aux_loss:0.0026 train_time:27086936ms step_avg:720.88ms
step:37586/40500 train_loss:1.5757 aux_loss:0.0025 train_time:27087655ms step_avg:720.88ms
step:37587/40500 train_loss:1.5238 aux_loss:0.0026 train_time:27088375ms step_avg:720.88ms
step:37588/40500 train_loss:1.5411 aux_loss:0.0023 train_time:27089095ms step_avg:720.88ms
step:37589/40500 train_loss:1.5658 aux_loss:0.0025 train_time:27089814ms step_avg:720.88ms
step:37590/40500 train_loss:1.5804 aux_loss:0.0027 train_time:27090531ms step_avg:720.88ms
step:37591/40500 train_loss:1.5528 aux_loss:0.0027 train_time:27091250ms step_avg:720.88ms
step:37592/40500 train_loss:1.5238 aux_loss:0.0023 train_time:27091971ms step_avg:720.88ms
step:37593/40500 train_loss:1.5578 aux_loss:0.0024 train_time:27092691ms step_avg:720.88ms
step:37594/40500 train_loss:1.5109 aux_loss:0.0022 train_time:27093413ms step_avg:720.88ms
step:37595/40500 train_loss:1.5302 aux_loss:0.0024 train_time:27094133ms step_avg:720.88ms
step:37596/40500 train_loss:1.5571 aux_loss:0.0045 train_time:27094851ms step_avg:720.88ms
step:37597/40500 train_loss:1.5025 aux_loss:0.0025 train_time:27095570ms step_avg:720.88ms
step:37598/40500 train_loss:1.5702 aux_loss:0.0027 train_time:27096290ms step_avg:720.88ms
step:37599/40500 train_loss:1.5432 aux_loss:0.0024 train_time:27097010ms step_avg:720.88ms
step:37600/40500 train_loss:1.5948 aux_loss:0.0026 train_time:27097728ms step_avg:720.88ms
step:37601/40500 train_loss:1.5331 aux_loss:0.0027 train_time:27098448ms step_avg:720.88ms
step:37602/40500 train_loss:1.5281 aux_loss:0.0025 train_time:27099168ms step_avg:720.88ms
step:37603/40500 train_loss:1.5299 aux_loss:0.0022 train_time:27099887ms step_avg:720.88ms
step:37604/40500 train_loss:1.5123 aux_loss:0.0023 train_time:27100608ms step_avg:720.88ms
step:37605/40500 train_loss:1.5264 aux_loss:0.0023 train_time:27101330ms step_avg:720.88ms
step:37606/40500 train_loss:1.5745 aux_loss:0.0022 train_time:27102050ms step_avg:720.88ms
step:37607/40500 train_loss:1.5273 aux_loss:0.0023 train_time:27102769ms step_avg:720.88ms
step:37608/40500 train_loss:1.5790 aux_loss:0.0023 train_time:27103490ms step_avg:720.88ms
step:37609/40500 train_loss:1.5515 aux_loss:0.0022 train_time:27104210ms step_avg:720.88ms
step:37610/40500 train_loss:1.5468 aux_loss:0.0022 train_time:27104928ms step_avg:720.88ms
step:37611/40500 train_loss:1.5223 aux_loss:0.0026 train_time:27105649ms step_avg:720.88ms
step:37612/40500 train_loss:1.5492 aux_loss:0.0023 train_time:27106369ms step_avg:720.88ms
step:37613/40500 train_loss:1.5042 aux_loss:0.0025 train_time:27107088ms step_avg:720.88ms
step:37614/40500 train_loss:1.5091 aux_loss:0.0025 train_time:27107808ms step_avg:720.88ms
step:37615/40500 train_loss:1.5245 aux_loss:0.0025 train_time:27108528ms step_avg:720.88ms
step:37616/40500 train_loss:1.5271 aux_loss:0.0023 train_time:27109248ms step_avg:720.88ms
step:37617/40500 train_loss:1.5235 aux_loss:0.0024 train_time:27109969ms step_avg:720.88ms
step:37618/40500 train_loss:1.5227 aux_loss:0.0023 train_time:27110687ms step_avg:720.88ms
step:37619/40500 train_loss:1.6357 aux_loss:0.0024 train_time:27111405ms step_avg:720.88ms
step:37620/40500 train_loss:1.5340 aux_loss:0.0026 train_time:27112126ms step_avg:720.88ms
step:37621/40500 train_loss:1.5270 aux_loss:0.0023 train_time:27112848ms step_avg:720.88ms
step:37622/40500 train_loss:1.4895 aux_loss:0.0026 train_time:27113567ms step_avg:720.88ms
step:37623/40500 train_loss:1.5663 aux_loss:0.0023 train_time:27114285ms step_avg:720.88ms
step:37624/40500 train_loss:1.5627 aux_loss:0.0027 train_time:27115004ms step_avg:720.88ms
step:37625/40500 train_loss:1.6181 aux_loss:0.0028 train_time:27115725ms step_avg:720.88ms
step:37626/40500 train_loss:1.5658 aux_loss:0.0023 train_time:27116443ms step_avg:720.88ms
step:37627/40500 train_loss:1.5274 aux_loss:0.0023 train_time:27117164ms step_avg:720.88ms
step:37628/40500 train_loss:1.5634 aux_loss:0.0024 train_time:27117884ms step_avg:720.88ms
step:37629/40500 train_loss:1.5525 aux_loss:0.0025 train_time:27118604ms step_avg:720.88ms
step:37630/40500 train_loss:1.4909 aux_loss:0.0023 train_time:27119323ms step_avg:720.88ms
step:37631/40500 train_loss:1.5271 aux_loss:0.0022 train_time:27120045ms step_avg:720.88ms
step:37632/40500 train_loss:1.5689 aux_loss:0.0023 train_time:27120765ms step_avg:720.88ms
step:37633/40500 train_loss:1.5694 aux_loss:0.0023 train_time:27121480ms step_avg:720.88ms
step:37634/40500 train_loss:1.5008 aux_loss:0.0024 train_time:27122201ms step_avg:720.88ms
step:37635/40500 train_loss:1.5582 aux_loss:0.0023 train_time:27122921ms step_avg:720.87ms
step:37636/40500 train_loss:1.5565 aux_loss:0.0023 train_time:27123641ms step_avg:720.87ms
step:37637/40500 train_loss:1.5598 aux_loss:0.0023 train_time:27124361ms step_avg:720.87ms
step:37638/40500 train_loss:1.4944 aux_loss:0.0022 train_time:27125081ms step_avg:720.87ms
step:37639/40500 train_loss:1.5262 aux_loss:0.0025 train_time:27125801ms step_avg:720.87ms
step:37640/40500 train_loss:1.5540 aux_loss:0.0022 train_time:27126519ms step_avg:720.87ms
step:37641/40500 train_loss:1.5476 aux_loss:0.0023 train_time:27127238ms step_avg:720.87ms
step:37642/40500 train_loss:1.5383 aux_loss:0.0023 train_time:27127957ms step_avg:720.87ms
step:37643/40500 train_loss:1.5569 aux_loss:0.0025 train_time:27128674ms step_avg:720.87ms
step:37644/40500 train_loss:1.4786 aux_loss:0.0025 train_time:27129394ms step_avg:720.87ms
step:37645/40500 train_loss:1.5673 aux_loss:0.0023 train_time:27130112ms step_avg:720.87ms
step:37646/40500 train_loss:1.6070 aux_loss:0.0023 train_time:27130832ms step_avg:720.87ms
step:37647/40500 train_loss:1.5420 aux_loss:0.0025 train_time:27131550ms step_avg:720.87ms
step:37648/40500 train_loss:1.6108 aux_loss:0.0023 train_time:27132271ms step_avg:720.87ms
step:37649/40500 train_loss:1.5525 aux_loss:0.0024 train_time:27132988ms step_avg:720.87ms
step:37650/40500 train_loss:1.5355 aux_loss:0.0026 train_time:27133707ms step_avg:720.87ms
step:37651/40500 train_loss:1.6048 aux_loss:0.0023 train_time:27134425ms step_avg:720.87ms
step:37652/40500 train_loss:1.5934 aux_loss:0.0025 train_time:27135144ms step_avg:720.87ms
step:37653/40500 train_loss:1.5641 aux_loss:0.0025 train_time:27135862ms step_avg:720.87ms
step:37654/40500 train_loss:1.6283 aux_loss:0.0024 train_time:27136582ms step_avg:720.87ms
step:37655/40500 train_loss:1.4938 aux_loss:0.0023 train_time:27137303ms step_avg:720.87ms
step:37656/40500 train_loss:1.5345 aux_loss:0.0024 train_time:27138020ms step_avg:720.87ms
step:37657/40500 train_loss:1.5510 aux_loss:0.0026 train_time:27138737ms step_avg:720.87ms
step:37658/40500 train_loss:1.5686 aux_loss:0.0025 train_time:27139456ms step_avg:720.87ms
step:37659/40500 train_loss:1.5678 aux_loss:0.0027 train_time:27140176ms step_avg:720.87ms
step:37660/40500 train_loss:1.5752 aux_loss:0.0025 train_time:27140892ms step_avg:720.87ms
step:37661/40500 train_loss:1.5722 aux_loss:0.0025 train_time:27141611ms step_avg:720.87ms
step:37662/40500 train_loss:1.5508 aux_loss:0.0022 train_time:27142330ms step_avg:720.87ms
step:37663/40500 train_loss:1.5148 aux_loss:0.0024 train_time:27143048ms step_avg:720.87ms
step:37664/40500 train_loss:1.5489 aux_loss:0.0025 train_time:27143766ms step_avg:720.87ms
step:37665/40500 train_loss:1.5923 aux_loss:0.0026 train_time:27144484ms step_avg:720.87ms
step:37666/40500 train_loss:1.6346 aux_loss:0.0026 train_time:27145202ms step_avg:720.87ms
step:37667/40500 train_loss:1.5909 aux_loss:0.0024 train_time:27145922ms step_avg:720.87ms
step:37668/40500 train_loss:1.5507 aux_loss:0.0024 train_time:27146641ms step_avg:720.87ms
step:37669/40500 train_loss:1.5531 aux_loss:0.0025 train_time:27147359ms step_avg:720.87ms
step:37670/40500 train_loss:1.5476 aux_loss:0.0024 train_time:27148078ms step_avg:720.87ms
step:37671/40500 train_loss:1.4961 aux_loss:0.0025 train_time:27148797ms step_avg:720.87ms
step:37672/40500 train_loss:1.5337 aux_loss:0.0024 train_time:27149518ms step_avg:720.87ms
step:37673/40500 train_loss:1.4315 aux_loss:0.0021 train_time:27150237ms step_avg:720.87ms
step:37674/40500 train_loss:1.5902 aux_loss:0.0023 train_time:27150956ms step_avg:720.87ms
step:37675/40500 train_loss:1.5777 aux_loss:0.0023 train_time:27151675ms step_avg:720.87ms
step:37676/40500 train_loss:1.5753 aux_loss:0.0022 train_time:27152397ms step_avg:720.87ms
step:37677/40500 train_loss:1.5053 aux_loss:0.0022 train_time:27153115ms step_avg:720.87ms
step:37678/40500 train_loss:1.5770 aux_loss:0.0023 train_time:27153833ms step_avg:720.87ms
step:37679/40500 train_loss:1.5207 aux_loss:0.0022 train_time:27154553ms step_avg:720.87ms
step:37680/40500 train_loss:1.5470 aux_loss:0.0027 train_time:27155275ms step_avg:720.87ms
step:37681/40500 train_loss:1.5901 aux_loss:0.0025 train_time:27155993ms step_avg:720.87ms
step:37682/40500 train_loss:1.6152 aux_loss:0.0026 train_time:27156713ms step_avg:720.87ms
step:37683/40500 train_loss:1.5690 aux_loss:0.0026 train_time:27157434ms step_avg:720.87ms
step:37684/40500 train_loss:1.5448 aux_loss:0.0024 train_time:27158152ms step_avg:720.87ms
step:37685/40500 train_loss:1.5166 aux_loss:0.0027 train_time:27158873ms step_avg:720.87ms
step:37686/40500 train_loss:1.6001 aux_loss:0.0025 train_time:27159593ms step_avg:720.87ms
step:37687/40500 train_loss:1.4862 aux_loss:0.0025 train_time:27160311ms step_avg:720.87ms
step:37688/40500 train_loss:1.5389 aux_loss:0.0026 train_time:27161031ms step_avg:720.87ms
step:37689/40500 train_loss:1.4955 aux_loss:0.0025 train_time:27161752ms step_avg:720.87ms
step:37690/40500 train_loss:1.5411 aux_loss:0.0025 train_time:27162469ms step_avg:720.87ms
step:37691/40500 train_loss:1.5881 aux_loss:0.0023 train_time:27163193ms step_avg:720.87ms
step:37692/40500 train_loss:1.4693 aux_loss:0.0021 train_time:27163911ms step_avg:720.87ms
step:37693/40500 train_loss:1.5611 aux_loss:0.0024 train_time:27164630ms step_avg:720.87ms
step:37694/40500 train_loss:1.6346 aux_loss:0.0022 train_time:27165350ms step_avg:720.87ms
step:37695/40500 train_loss:1.5205 aux_loss:0.0023 train_time:27166070ms step_avg:720.87ms
step:37696/40500 train_loss:1.5938 aux_loss:0.0024 train_time:27166790ms step_avg:720.87ms
step:37697/40500 train_loss:1.4904 aux_loss:0.0025 train_time:27167509ms step_avg:720.87ms
step:37698/40500 train_loss:1.5518 aux_loss:0.0028 train_time:27168227ms step_avg:720.87ms
step:37699/40500 train_loss:1.5650 aux_loss:0.0023 train_time:27168944ms step_avg:720.87ms
step:37700/40500 train_loss:1.5677 aux_loss:0.0027 train_time:27169663ms step_avg:720.87ms
step:37701/40500 train_loss:1.6066 aux_loss:0.0025 train_time:27170382ms step_avg:720.87ms
step:37702/40500 train_loss:1.5420 aux_loss:0.0025 train_time:27171100ms step_avg:720.87ms
step:37703/40500 train_loss:1.5536 aux_loss:0.0025 train_time:27171819ms step_avg:720.87ms
step:37704/40500 train_loss:1.5236 aux_loss:0.0022 train_time:27172537ms step_avg:720.87ms
step:37705/40500 train_loss:1.5164 aux_loss:0.0021 train_time:27173255ms step_avg:720.87ms
step:37706/40500 train_loss:1.5207 aux_loss:0.0027 train_time:27173974ms step_avg:720.87ms
step:37707/40500 train_loss:1.5363 aux_loss:0.0026 train_time:27174693ms step_avg:720.87ms
step:37708/40500 train_loss:1.4997 aux_loss:0.0027 train_time:27175411ms step_avg:720.87ms
step:37709/40500 train_loss:1.5277 aux_loss:0.0023 train_time:27176130ms step_avg:720.87ms
step:37710/40500 train_loss:1.5267 aux_loss:0.0025 train_time:27176851ms step_avg:720.87ms
step:37711/40500 train_loss:1.5494 aux_loss:0.0024 train_time:27177569ms step_avg:720.87ms
step:37712/40500 train_loss:1.5503 aux_loss:0.0025 train_time:27178289ms step_avg:720.87ms
step:37713/40500 train_loss:1.5900 aux_loss:0.0025 train_time:27179004ms step_avg:720.87ms
step:37714/40500 train_loss:1.4573 aux_loss:0.0023 train_time:27179721ms step_avg:720.87ms
step:37715/40500 train_loss:1.5790 aux_loss:0.0024 train_time:27180439ms step_avg:720.87ms
step:37716/40500 train_loss:1.5642 aux_loss:0.0031 train_time:27181158ms step_avg:720.87ms
step:37717/40500 train_loss:1.5774 aux_loss:0.0024 train_time:27181877ms step_avg:720.87ms
step:37718/40500 train_loss:1.5361 aux_loss:0.0025 train_time:27182594ms step_avg:720.87ms
step:37719/40500 train_loss:1.5230 aux_loss:0.0035 train_time:27183313ms step_avg:720.87ms
step:37720/40500 train_loss:1.5268 aux_loss:0.0022 train_time:27184032ms step_avg:720.87ms
step:37721/40500 train_loss:1.5692 aux_loss:0.0025 train_time:27184752ms step_avg:720.87ms
step:37722/40500 train_loss:1.5219 aux_loss:0.0028 train_time:27185470ms step_avg:720.87ms
step:37723/40500 train_loss:1.5356 aux_loss:0.0026 train_time:27186190ms step_avg:720.87ms
step:37724/40500 train_loss:1.4991 aux_loss:0.0025 train_time:27186908ms step_avg:720.87ms
step:37725/40500 train_loss:1.5677 aux_loss:0.0026 train_time:27187628ms step_avg:720.87ms
step:37726/40500 train_loss:1.5530 aux_loss:0.0025 train_time:27188345ms step_avg:720.87ms
step:37727/40500 train_loss:1.5297 aux_loss:0.0026 train_time:27189065ms step_avg:720.87ms
step:37728/40500 train_loss:1.5339 aux_loss:0.0023 train_time:27189784ms step_avg:720.87ms
step:37729/40500 train_loss:1.5493 aux_loss:0.0026 train_time:27190503ms step_avg:720.87ms
step:37730/40500 train_loss:1.5482 aux_loss:0.0022 train_time:27191224ms step_avg:720.87ms
step:37731/40500 train_loss:1.5550 aux_loss:0.0021 train_time:27191945ms step_avg:720.87ms
step:37732/40500 train_loss:1.5769 aux_loss:0.0023 train_time:27192666ms step_avg:720.87ms
step:37733/40500 train_loss:1.5264 aux_loss:0.0023 train_time:27193384ms step_avg:720.87ms
step:37734/40500 train_loss:1.5622 aux_loss:0.0029 train_time:27194104ms step_avg:720.87ms
step:37735/40500 train_loss:1.5288 aux_loss:0.0025 train_time:27194822ms step_avg:720.87ms
step:37736/40500 train_loss:1.5087 aux_loss:0.0025 train_time:27195541ms step_avg:720.87ms
step:37737/40500 train_loss:1.5237 aux_loss:0.0025 train_time:27196260ms step_avg:720.87ms
step:37738/40500 train_loss:1.5291 aux_loss:0.0026 train_time:27196979ms step_avg:720.87ms
step:37739/40500 train_loss:1.5873 aux_loss:0.0024 train_time:27197699ms step_avg:720.87ms
step:37740/40500 train_loss:1.5502 aux_loss:0.0024 train_time:27198418ms step_avg:720.87ms
step:37741/40500 train_loss:1.5695 aux_loss:0.0023 train_time:27199136ms step_avg:720.87ms
step:37742/40500 train_loss:1.4943 aux_loss:0.0023 train_time:27199852ms step_avg:720.87ms
step:37743/40500 train_loss:1.5546 aux_loss:0.0022 train_time:27200571ms step_avg:720.87ms
step:37744/40500 train_loss:1.5238 aux_loss:0.0022 train_time:27201289ms step_avg:720.87ms
step:37745/40500 train_loss:1.4906 aux_loss:0.0025 train_time:27202007ms step_avg:720.87ms
step:37746/40500 train_loss:1.5650 aux_loss:0.0023 train_time:27202725ms step_avg:720.87ms
step:37747/40500 train_loss:1.5280 aux_loss:0.0023 train_time:27203444ms step_avg:720.87ms
step:37748/40500 train_loss:1.5438 aux_loss:0.0023 train_time:27204162ms step_avg:720.87ms
step:37749/40500 train_loss:1.5415 aux_loss:0.0027 train_time:27204883ms step_avg:720.87ms
step:37750/40500 train_loss:1.5313 aux_loss:0.0023 train_time:27205602ms step_avg:720.87ms
step:37751/40500 train_loss:1.5695 aux_loss:0.0022 train_time:27206320ms step_avg:720.87ms
step:37752/40500 train_loss:1.5230 aux_loss:0.0022 train_time:27207040ms step_avg:720.87ms
step:37753/40500 train_loss:1.5524 aux_loss:0.0023 train_time:27207760ms step_avg:720.87ms
step:37754/40500 train_loss:1.6093 aux_loss:0.0023 train_time:27208480ms step_avg:720.87ms
step:37755/40500 train_loss:1.5724 aux_loss:0.0026 train_time:27209197ms step_avg:720.87ms
step:37756/40500 train_loss:1.5824 aux_loss:0.0024 train_time:27209917ms step_avg:720.87ms
step:37757/40500 train_loss:1.4980 aux_loss:0.0024 train_time:27210634ms step_avg:720.87ms
step:37758/40500 train_loss:1.6200 aux_loss:0.0025 train_time:27211351ms step_avg:720.87ms
step:37759/40500 train_loss:1.5360 aux_loss:0.0025 train_time:27212069ms step_avg:720.87ms
step:37760/40500 train_loss:1.5647 aux_loss:0.0024 train_time:27212790ms step_avg:720.87ms
step:37761/40500 train_loss:1.5607 aux_loss:0.0028 train_time:27213508ms step_avg:720.87ms
step:37762/40500 train_loss:1.5925 aux_loss:0.0030 train_time:27214225ms step_avg:720.87ms
step:37763/40500 train_loss:1.5879 aux_loss:0.0023 train_time:27214943ms step_avg:720.87ms
step:37764/40500 train_loss:1.5145 aux_loss:0.0023 train_time:27215661ms step_avg:720.87ms
step:37765/40500 train_loss:1.5326 aux_loss:0.0023 train_time:27216379ms step_avg:720.87ms
step:37766/40500 train_loss:1.5674 aux_loss:0.0027 train_time:27217098ms step_avg:720.87ms
step:37767/40500 train_loss:1.5303 aux_loss:0.0024 train_time:27217817ms step_avg:720.87ms
step:37768/40500 train_loss:1.5660 aux_loss:0.0023 train_time:27218536ms step_avg:720.87ms
step:37769/40500 train_loss:1.5930 aux_loss:0.0024 train_time:27219256ms step_avg:720.87ms
step:37770/40500 train_loss:1.5529 aux_loss:0.0023 train_time:27219977ms step_avg:720.87ms
step:37771/40500 train_loss:1.5627 aux_loss:0.0023 train_time:27220696ms step_avg:720.87ms
step:37772/40500 train_loss:1.5744 aux_loss:0.0026 train_time:27221419ms step_avg:720.87ms
step:37773/40500 train_loss:1.5999 aux_loss:0.0024 train_time:27222137ms step_avg:720.87ms
step:37774/40500 train_loss:1.4771 aux_loss:0.0024 train_time:27222857ms step_avg:720.87ms
step:37775/40500 train_loss:1.5566 aux_loss:0.0025 train_time:27223576ms step_avg:720.87ms
step:37776/40500 train_loss:1.5544 aux_loss:0.0024 train_time:27224295ms step_avg:720.87ms
step:37777/40500 train_loss:1.5118 aux_loss:0.0023 train_time:27225016ms step_avg:720.87ms
step:37778/40500 train_loss:1.5326 aux_loss:0.0022 train_time:27225737ms step_avg:720.87ms
step:37779/40500 train_loss:1.5432 aux_loss:0.0024 train_time:27226455ms step_avg:720.87ms
step:37780/40500 train_loss:1.5564 aux_loss:0.0025 train_time:27227175ms step_avg:720.87ms
step:37781/40500 train_loss:1.5375 aux_loss:0.0023 train_time:27227894ms step_avg:720.87ms
step:37782/40500 train_loss:1.5914 aux_loss:0.0024 train_time:27228615ms step_avg:720.87ms
step:37783/40500 train_loss:1.5904 aux_loss:0.0023 train_time:27229333ms step_avg:720.87ms
step:37784/40500 train_loss:1.5868 aux_loss:0.0024 train_time:27230053ms step_avg:720.87ms
step:37785/40500 train_loss:1.5701 aux_loss:0.0026 train_time:27230773ms step_avg:720.87ms
step:37786/40500 train_loss:1.5136 aux_loss:0.0024 train_time:27231489ms step_avg:720.87ms
step:37787/40500 train_loss:1.5446 aux_loss:0.0023 train_time:27232211ms step_avg:720.87ms
step:37788/40500 train_loss:1.5834 aux_loss:0.0025 train_time:27232930ms step_avg:720.87ms
step:37789/40500 train_loss:1.5285 aux_loss:0.0025 train_time:27233649ms step_avg:720.87ms
step:37790/40500 train_loss:1.5186 aux_loss:0.0024 train_time:27234369ms step_avg:720.87ms
step:37791/40500 train_loss:1.5622 aux_loss:0.0024 train_time:27235086ms step_avg:720.87ms
step:37792/40500 train_loss:1.5303 aux_loss:0.0023 train_time:27235806ms step_avg:720.87ms
step:37793/40500 train_loss:1.6159 aux_loss:0.0023 train_time:27236524ms step_avg:720.87ms
step:37794/40500 train_loss:1.5591 aux_loss:0.0023 train_time:27237245ms step_avg:720.87ms
step:37795/40500 train_loss:1.5397 aux_loss:0.0023 train_time:27237965ms step_avg:720.87ms
step:37796/40500 train_loss:1.5578 aux_loss:0.0024 train_time:27238684ms step_avg:720.87ms
step:37797/40500 train_loss:1.5375 aux_loss:0.0024 train_time:27239405ms step_avg:720.87ms
step:37798/40500 train_loss:1.4526 aux_loss:0.0023 train_time:27240123ms step_avg:720.87ms
step:37799/40500 train_loss:1.5604 aux_loss:0.0026 train_time:27240844ms step_avg:720.87ms
step:37800/40500 train_loss:1.5163 aux_loss:0.0026 train_time:27241562ms step_avg:720.87ms
step:37801/40500 train_loss:1.5455 aux_loss:0.0027 train_time:27242282ms step_avg:720.87ms
step:37802/40500 train_loss:1.5499 aux_loss:0.0032 train_time:27243000ms step_avg:720.87ms
step:37803/40500 train_loss:1.4985 aux_loss:0.0024 train_time:27243717ms step_avg:720.87ms
step:37804/40500 train_loss:1.5279 aux_loss:0.0024 train_time:27244436ms step_avg:720.87ms
step:37805/40500 train_loss:1.5363 aux_loss:0.0024 train_time:27245155ms step_avg:720.87ms
step:37806/40500 train_loss:1.5168 aux_loss:0.0024 train_time:27245873ms step_avg:720.87ms
step:37807/40500 train_loss:1.5280 aux_loss:0.0025 train_time:27246591ms step_avg:720.87ms
step:37808/40500 train_loss:1.5575 aux_loss:0.0022 train_time:27247311ms step_avg:720.87ms
step:37809/40500 train_loss:1.5441 aux_loss:0.0023 train_time:27248030ms step_avg:720.87ms
step:37810/40500 train_loss:1.5177 aux_loss:0.0023 train_time:27248748ms step_avg:720.87ms
step:37811/40500 train_loss:1.5506 aux_loss:0.0023 train_time:27249469ms step_avg:720.87ms
step:37812/40500 train_loss:1.5491 aux_loss:0.0022 train_time:27250187ms step_avg:720.87ms
step:37813/40500 train_loss:1.5340 aux_loss:0.0024 train_time:27250907ms step_avg:720.87ms
step:37814/40500 train_loss:1.5265 aux_loss:0.0024 train_time:27251627ms step_avg:720.87ms
step:37815/40500 train_loss:1.5270 aux_loss:0.0028 train_time:27252345ms step_avg:720.87ms
step:37816/40500 train_loss:1.5223 aux_loss:0.0026 train_time:27253066ms step_avg:720.87ms
step:37817/40500 train_loss:1.5397 aux_loss:0.0024 train_time:27253788ms step_avg:720.87ms
step:37818/40500 train_loss:1.5317 aux_loss:0.0023 train_time:27254505ms step_avg:720.87ms
step:37819/40500 train_loss:1.6140 aux_loss:0.0024 train_time:27255223ms step_avg:720.87ms
step:37820/40500 train_loss:1.5370 aux_loss:0.0028 train_time:27255945ms step_avg:720.87ms
step:37821/40500 train_loss:1.6064 aux_loss:0.0023 train_time:27256665ms step_avg:720.87ms
step:37822/40500 train_loss:1.6004 aux_loss:0.0024 train_time:27257383ms step_avg:720.87ms
step:37823/40500 train_loss:1.5854 aux_loss:0.0022 train_time:27258103ms step_avg:720.87ms
step:37824/40500 train_loss:1.5834 aux_loss:0.0022 train_time:27258824ms step_avg:720.87ms
step:37825/40500 train_loss:1.5845 aux_loss:0.0025 train_time:27259542ms step_avg:720.87ms
step:37826/40500 train_loss:1.5719 aux_loss:0.0022 train_time:27260263ms step_avg:720.87ms
step:37827/40500 train_loss:1.5350 aux_loss:0.0024 train_time:27260982ms step_avg:720.87ms
step:37828/40500 train_loss:1.5830 aux_loss:0.0024 train_time:27261702ms step_avg:720.87ms
step:37829/40500 train_loss:1.5094 aux_loss:0.0023 train_time:27262421ms step_avg:720.87ms
step:37830/40500 train_loss:1.4840 aux_loss:0.0024 train_time:27263142ms step_avg:720.87ms
step:37831/40500 train_loss:1.4600 aux_loss:0.0024 train_time:27263861ms step_avg:720.87ms
step:37832/40500 train_loss:1.5379 aux_loss:0.0023 train_time:27264581ms step_avg:720.87ms
step:37833/40500 train_loss:1.4891 aux_loss:0.0024 train_time:27265301ms step_avg:720.87ms
step:37834/40500 train_loss:1.5238 aux_loss:0.0023 train_time:27266018ms step_avg:720.87ms
step:37835/40500 train_loss:1.5394 aux_loss:0.0024 train_time:27266737ms step_avg:720.87ms
step:37836/40500 train_loss:1.5296 aux_loss:0.0024 train_time:27267457ms step_avg:720.87ms
step:37837/40500 train_loss:1.6206 aux_loss:0.0025 train_time:27268174ms step_avg:720.87ms
step:37838/40500 train_loss:1.5075 aux_loss:0.0026 train_time:27268894ms step_avg:720.87ms
step:37839/40500 train_loss:1.5129 aux_loss:0.0026 train_time:27269614ms step_avg:720.87ms
step:37840/40500 train_loss:1.5331 aux_loss:0.0025 train_time:27270333ms step_avg:720.87ms
step:37841/40500 train_loss:1.5606 aux_loss:0.0027 train_time:27271049ms step_avg:720.87ms
step:37842/40500 train_loss:1.5658 aux_loss:0.0022 train_time:27271768ms step_avg:720.87ms
step:37843/40500 train_loss:1.4971 aux_loss:0.0022 train_time:27272486ms step_avg:720.87ms
step:37844/40500 train_loss:1.6097 aux_loss:0.0022 train_time:27273204ms step_avg:720.86ms
step:37845/40500 train_loss:1.5144 aux_loss:0.0024 train_time:27273924ms step_avg:720.86ms
step:37846/40500 train_loss:1.5580 aux_loss:0.0023 train_time:27274642ms step_avg:720.86ms
step:37847/40500 train_loss:1.5790 aux_loss:0.0023 train_time:27275361ms step_avg:720.86ms
step:37848/40500 train_loss:1.5196 aux_loss:0.0023 train_time:27276079ms step_avg:720.86ms
step:37849/40500 train_loss:1.5233 aux_loss:0.0023 train_time:27276798ms step_avg:720.86ms
step:37850/40500 train_loss:1.5700 aux_loss:0.0023 train_time:27277517ms step_avg:720.86ms
step:37851/40500 train_loss:1.5792 aux_loss:0.0024 train_time:27278236ms step_avg:720.86ms
step:37852/40500 train_loss:1.5166 aux_loss:0.0025 train_time:27278954ms step_avg:720.86ms
step:37853/40500 train_loss:1.5717 aux_loss:0.0023 train_time:27279672ms step_avg:720.86ms
step:37854/40500 train_loss:1.6490 aux_loss:0.0025 train_time:27280392ms step_avg:720.86ms
step:37855/40500 train_loss:1.5362 aux_loss:0.0027 train_time:27281111ms step_avg:720.86ms
step:37856/40500 train_loss:1.5424 aux_loss:0.0026 train_time:27281829ms step_avg:720.86ms
step:37857/40500 train_loss:1.5602 aux_loss:0.0025 train_time:27282549ms step_avg:720.86ms
step:37858/40500 train_loss:1.5817 aux_loss:0.0025 train_time:27283267ms step_avg:720.86ms
step:37859/40500 train_loss:1.5928 aux_loss:0.0025 train_time:27283986ms step_avg:720.86ms
step:37860/40500 train_loss:1.5413 aux_loss:0.0025 train_time:27284704ms step_avg:720.86ms
step:37861/40500 train_loss:1.5432 aux_loss:0.0024 train_time:27285423ms step_avg:720.86ms
step:37862/40500 train_loss:1.5444 aux_loss:0.0022 train_time:27286141ms step_avg:720.86ms
step:37863/40500 train_loss:1.5291 aux_loss:0.0022 train_time:27286859ms step_avg:720.86ms
step:37864/40500 train_loss:1.5084 aux_loss:0.0022 train_time:27287578ms step_avg:720.86ms
step:37865/40500 train_loss:1.4847 aux_loss:0.0023 train_time:27288300ms step_avg:720.86ms
step:37866/40500 train_loss:1.6003 aux_loss:0.0026 train_time:27289017ms step_avg:720.86ms
step:37867/40500 train_loss:1.5063 aux_loss:0.0026 train_time:27289737ms step_avg:720.86ms
step:37868/40500 train_loss:1.4992 aux_loss:0.0024 train_time:27290457ms step_avg:720.86ms
step:37869/40500 train_loss:1.5284 aux_loss:0.0023 train_time:27291176ms step_avg:720.86ms
step:37870/40500 train_loss:1.4532 aux_loss:0.0024 train_time:27291896ms step_avg:720.86ms
step:37871/40500 train_loss:1.4921 aux_loss:0.0025 train_time:27292616ms step_avg:720.86ms
step:37872/40500 train_loss:1.5323 aux_loss:0.0023 train_time:27293336ms step_avg:720.86ms
step:37873/40500 train_loss:1.5314 aux_loss:0.0023 train_time:27294055ms step_avg:720.86ms
step:37874/40500 train_loss:1.5090 aux_loss:0.0022 train_time:27294774ms step_avg:720.86ms
step:37875/40500 train_loss:1.4634 aux_loss:0.0022 train_time:27295492ms step_avg:720.86ms
step:37876/40500 train_loss:1.5547 aux_loss:0.0026 train_time:27296211ms step_avg:720.86ms
step:37877/40500 train_loss:1.5023 aux_loss:0.0023 train_time:27296932ms step_avg:720.86ms
step:37878/40500 train_loss:1.4969 aux_loss:0.0029 train_time:27297653ms step_avg:720.86ms
step:37879/40500 train_loss:1.5229 aux_loss:0.0022 train_time:27298369ms step_avg:720.86ms
step:37880/40500 train_loss:1.5411 aux_loss:0.0023 train_time:27299087ms step_avg:720.86ms
step:37881/40500 train_loss:1.4829 aux_loss:0.0029 train_time:27299802ms step_avg:720.86ms
step:37882/40500 train_loss:1.5834 aux_loss:0.0025 train_time:27300521ms step_avg:720.86ms
step:37883/40500 train_loss:1.5178 aux_loss:0.0024 train_time:27301238ms step_avg:720.86ms
step:37884/40500 train_loss:1.5613 aux_loss:0.0023 train_time:27301956ms step_avg:720.86ms
step:37885/40500 train_loss:1.5307 aux_loss:0.0024 train_time:27302676ms step_avg:720.86ms
step:37886/40500 train_loss:1.6485 aux_loss:0.0024 train_time:27303395ms step_avg:720.86ms
step:37887/40500 train_loss:1.5290 aux_loss:0.0023 train_time:27304114ms step_avg:720.86ms
step:37888/40500 train_loss:1.5307 aux_loss:0.0023 train_time:27304833ms step_avg:720.86ms
step:37889/40500 train_loss:1.5844 aux_loss:0.0025 train_time:27305553ms step_avg:720.86ms
step:37890/40500 train_loss:1.5127 aux_loss:0.0025 train_time:27306272ms step_avg:720.86ms
step:37891/40500 train_loss:1.6040 aux_loss:0.0024 train_time:27306991ms step_avg:720.86ms
step:37892/40500 train_loss:1.5349 aux_loss:0.0023 train_time:27307712ms step_avg:720.86ms
step:37893/40500 train_loss:1.5822 aux_loss:0.0024 train_time:27308432ms step_avg:720.86ms
step:37894/40500 train_loss:1.5425 aux_loss:0.0024 train_time:27309149ms step_avg:720.86ms
step:37895/40500 train_loss:1.5097 aux_loss:0.0025 train_time:27309866ms step_avg:720.86ms
step:37896/40500 train_loss:1.5101 aux_loss:0.0024 train_time:27310585ms step_avg:720.86ms
step:37897/40500 train_loss:1.5517 aux_loss:0.0022 train_time:27311302ms step_avg:720.86ms
step:37898/40500 train_loss:1.5585 aux_loss:0.0022 train_time:27312021ms step_avg:720.86ms
step:37899/40500 train_loss:1.5500 aux_loss:0.0027 train_time:27312741ms step_avg:720.86ms
step:37900/40500 train_loss:1.5668 aux_loss:0.0025 train_time:27313458ms step_avg:720.86ms
step:37901/40500 train_loss:1.5710 aux_loss:0.0023 train_time:27314175ms step_avg:720.86ms
step:37902/40500 train_loss:1.5172 aux_loss:0.0022 train_time:27314894ms step_avg:720.86ms
step:37903/40500 train_loss:1.5639 aux_loss:0.0023 train_time:27315614ms step_avg:720.86ms
step:37904/40500 train_loss:1.5732 aux_loss:0.0025 train_time:27316334ms step_avg:720.86ms
step:37905/40500 train_loss:1.5579 aux_loss:0.0025 train_time:27317053ms step_avg:720.86ms
step:37906/40500 train_loss:1.5460 aux_loss:0.0024 train_time:27317772ms step_avg:720.86ms
step:37907/40500 train_loss:1.4826 aux_loss:0.0023 train_time:27318491ms step_avg:720.86ms
step:37908/40500 train_loss:1.5630 aux_loss:0.0023 train_time:27319209ms step_avg:720.86ms
step:37909/40500 train_loss:1.5687 aux_loss:0.0024 train_time:27319929ms step_avg:720.86ms
step:37910/40500 train_loss:1.5459 aux_loss:0.0025 train_time:27320649ms step_avg:720.86ms
step:37911/40500 train_loss:1.5713 aux_loss:0.0023 train_time:27321368ms step_avg:720.86ms
step:37912/40500 train_loss:1.5459 aux_loss:0.0025 train_time:27322085ms step_avg:720.86ms
step:37913/40500 train_loss:1.6065 aux_loss:0.0023 train_time:27322805ms step_avg:720.86ms
step:37914/40500 train_loss:1.5182 aux_loss:0.0022 train_time:27323526ms step_avg:720.86ms
step:37915/40500 train_loss:1.5691 aux_loss:0.0023 train_time:27324243ms step_avg:720.86ms
step:37916/40500 train_loss:1.5131 aux_loss:0.0022 train_time:27324965ms step_avg:720.86ms
step:37917/40500 train_loss:1.5197 aux_loss:0.0023 train_time:27325686ms step_avg:720.86ms
step:37918/40500 train_loss:1.4738 aux_loss:0.0024 train_time:27326404ms step_avg:720.86ms
step:37919/40500 train_loss:1.5412 aux_loss:0.0023 train_time:27327123ms step_avg:720.86ms
step:37920/40500 train_loss:1.5754 aux_loss:0.0026 train_time:27327842ms step_avg:720.86ms
step:37921/40500 train_loss:1.4905 aux_loss:0.0026 train_time:27328562ms step_avg:720.86ms
step:37922/40500 train_loss:1.5192 aux_loss:0.0022 train_time:27329281ms step_avg:720.86ms
step:37923/40500 train_loss:1.5147 aux_loss:0.0024 train_time:27330000ms step_avg:720.86ms
step:37924/40500 train_loss:1.5729 aux_loss:0.0024 train_time:27330719ms step_avg:720.86ms
step:37925/40500 train_loss:1.5495 aux_loss:0.0025 train_time:27331437ms step_avg:720.86ms
step:37926/40500 train_loss:1.5680 aux_loss:0.0030 train_time:27332156ms step_avg:720.86ms
step:37927/40500 train_loss:1.5249 aux_loss:0.0024 train_time:27332873ms step_avg:720.86ms
step:37928/40500 train_loss:1.5168 aux_loss:0.0025 train_time:27333593ms step_avg:720.86ms
step:37929/40500 train_loss:1.5542 aux_loss:0.0022 train_time:27334310ms step_avg:720.86ms
step:37930/40500 train_loss:1.5804 aux_loss:0.0024 train_time:27335028ms step_avg:720.86ms
step:37931/40500 train_loss:1.5814 aux_loss:0.0027 train_time:27335747ms step_avg:720.86ms
step:37932/40500 train_loss:1.5607 aux_loss:0.0022 train_time:27336467ms step_avg:720.86ms
step:37933/40500 train_loss:1.5314 aux_loss:0.0026 train_time:27337186ms step_avg:720.86ms
step:37934/40500 train_loss:1.5368 aux_loss:0.0023 train_time:27337905ms step_avg:720.86ms
step:37935/40500 train_loss:1.5151 aux_loss:0.0023 train_time:27338625ms step_avg:720.86ms
step:37936/40500 train_loss:1.5628 aux_loss:0.0025 train_time:27339346ms step_avg:720.86ms
step:37937/40500 train_loss:1.5904 aux_loss:0.0027 train_time:27340065ms step_avg:720.86ms
step:37938/40500 train_loss:1.5655 aux_loss:0.0023 train_time:27340784ms step_avg:720.86ms
step:37939/40500 train_loss:1.5102 aux_loss:0.0023 train_time:27341504ms step_avg:720.86ms
step:37940/40500 train_loss:1.5467 aux_loss:0.0026 train_time:27342222ms step_avg:720.86ms
step:37941/40500 train_loss:1.5190 aux_loss:0.0023 train_time:27342942ms step_avg:720.86ms
step:37942/40500 train_loss:1.5498 aux_loss:0.0021 train_time:27343663ms step_avg:720.86ms
step:37943/40500 train_loss:1.5314 aux_loss:0.0025 train_time:27344382ms step_avg:720.86ms
step:37944/40500 train_loss:1.5239 aux_loss:0.0023 train_time:27345104ms step_avg:720.86ms
step:37945/40500 train_loss:1.5480 aux_loss:0.0022 train_time:27345822ms step_avg:720.86ms
step:37946/40500 train_loss:1.5882 aux_loss:0.0025 train_time:27346540ms step_avg:720.86ms
step:37947/40500 train_loss:1.5363 aux_loss:0.0026 train_time:27347260ms step_avg:720.86ms
step:37948/40500 train_loss:1.5287 aux_loss:0.0024 train_time:27347979ms step_avg:720.86ms
step:37949/40500 train_loss:1.6214 aux_loss:0.0024 train_time:27348700ms step_avg:720.86ms
step:37950/40500 train_loss:1.5037 aux_loss:0.0023 train_time:27349418ms step_avg:720.86ms
step:37951/40500 train_loss:1.5641 aux_loss:0.0024 train_time:27350139ms step_avg:720.86ms
step:37952/40500 train_loss:1.5356 aux_loss:0.0023 train_time:27350861ms step_avg:720.86ms
step:37953/40500 train_loss:1.5079 aux_loss:0.0025 train_time:27351579ms step_avg:720.86ms
step:37954/40500 train_loss:1.5119 aux_loss:0.0023 train_time:27352296ms step_avg:720.86ms
step:37955/40500 train_loss:1.5328 aux_loss:0.0027 train_time:27353016ms step_avg:720.86ms
step:37956/40500 train_loss:1.5356 aux_loss:0.0023 train_time:27353735ms step_avg:720.86ms
step:37957/40500 train_loss:1.4997 aux_loss:0.0023 train_time:27354454ms step_avg:720.86ms
step:37958/40500 train_loss:1.5407 aux_loss:0.0022 train_time:27355173ms step_avg:720.86ms
step:37959/40500 train_loss:1.5381 aux_loss:0.0023 train_time:27355893ms step_avg:720.86ms
step:37960/40500 train_loss:1.5029 aux_loss:0.0024 train_time:27356612ms step_avg:720.86ms
step:37961/40500 train_loss:1.5963 aux_loss:0.0024 train_time:27357334ms step_avg:720.86ms
step:37962/40500 train_loss:1.5214 aux_loss:0.0023 train_time:27358052ms step_avg:720.86ms
step:37963/40500 train_loss:1.4680 aux_loss:0.0022 train_time:27358769ms step_avg:720.86ms
step:37964/40500 train_loss:1.5209 aux_loss:0.0024 train_time:27359488ms step_avg:720.86ms
step:37965/40500 train_loss:1.5531 aux_loss:0.0027 train_time:27360207ms step_avg:720.86ms
step:37966/40500 train_loss:1.5303 aux_loss:0.0024 train_time:27360926ms step_avg:720.86ms
step:37967/40500 train_loss:1.4874 aux_loss:0.0022 train_time:27361644ms step_avg:720.86ms
step:37968/40500 train_loss:1.5359 aux_loss:0.0028 train_time:27362363ms step_avg:720.86ms
step:37969/40500 train_loss:1.5851 aux_loss:0.0023 train_time:27363082ms step_avg:720.86ms
step:37970/40500 train_loss:1.5468 aux_loss:0.0024 train_time:27363802ms step_avg:720.86ms
step:37971/40500 train_loss:1.4914 aux_loss:0.0023 train_time:27364520ms step_avg:720.86ms
step:37972/40500 train_loss:1.5474 aux_loss:0.0024 train_time:27365238ms step_avg:720.86ms
step:37973/40500 train_loss:1.5557 aux_loss:0.0024 train_time:27365957ms step_avg:720.86ms
step:37974/40500 train_loss:1.5552 aux_loss:0.0022 train_time:27366675ms step_avg:720.86ms
step:37975/40500 train_loss:1.5688 aux_loss:0.0024 train_time:27367393ms step_avg:720.86ms
step:37976/40500 train_loss:1.5871 aux_loss:0.0025 train_time:27368113ms step_avg:720.86ms
step:37977/40500 train_loss:1.5712 aux_loss:0.0024 train_time:27368833ms step_avg:720.86ms
step:37978/40500 train_loss:1.4756 aux_loss:0.0026 train_time:27369552ms step_avg:720.86ms
step:37979/40500 train_loss:1.4997 aux_loss:0.0025 train_time:27370271ms step_avg:720.86ms
step:37980/40500 train_loss:1.5143 aux_loss:0.0025 train_time:27370991ms step_avg:720.86ms
step:37981/40500 train_loss:1.4769 aux_loss:0.0022 train_time:27371709ms step_avg:720.86ms
step:37982/40500 train_loss:1.5708 aux_loss:0.0023 train_time:27372427ms step_avg:720.86ms
step:37983/40500 train_loss:1.5163 aux_loss:0.0026 train_time:27373146ms step_avg:720.86ms
step:37984/40500 train_loss:1.5639 aux_loss:0.0023 train_time:27373867ms step_avg:720.86ms
step:37985/40500 train_loss:1.5488 aux_loss:0.0022 train_time:27374587ms step_avg:720.86ms
step:37986/40500 train_loss:1.5655 aux_loss:0.0023 train_time:27375308ms step_avg:720.86ms
step:37987/40500 train_loss:1.5048 aux_loss:0.0023 train_time:27376026ms step_avg:720.86ms
step:37988/40500 train_loss:1.5285 aux_loss:0.0023 train_time:27376746ms step_avg:720.86ms
step:37989/40500 train_loss:1.5453 aux_loss:0.0026 train_time:27377465ms step_avg:720.86ms
step:37990/40500 train_loss:1.6058 aux_loss:0.0025 train_time:27378183ms step_avg:720.86ms
step:37991/40500 train_loss:1.5242 aux_loss:0.0023 train_time:27378902ms step_avg:720.86ms
step:37992/40500 train_loss:1.4944 aux_loss:0.0024 train_time:27379622ms step_avg:720.86ms
step:37993/40500 train_loss:1.4879 aux_loss:0.0024 train_time:27380340ms step_avg:720.86ms
step:37994/40500 train_loss:1.5782 aux_loss:0.0024 train_time:27381057ms step_avg:720.86ms
step:37995/40500 train_loss:1.5751 aux_loss:0.0024 train_time:27381775ms step_avg:720.86ms
step:37996/40500 train_loss:1.5532 aux_loss:0.0023 train_time:27382492ms step_avg:720.86ms
step:37997/40500 train_loss:1.5673 aux_loss:0.0024 train_time:27383211ms step_avg:720.86ms
step:37998/40500 train_loss:1.5565 aux_loss:0.0022 train_time:27383931ms step_avg:720.86ms
step:37999/40500 train_loss:1.5666 aux_loss:0.0021 train_time:27384651ms step_avg:720.86ms
step:38000/40500 train_loss:1.5425 aux_loss:0.0026 train_time:27385371ms step_avg:720.86ms
step:38000/40500 val_loss:1.5641 val_aux_loss:0.0025 train_time:27385371ms step_avg:720.86ms
step:38001/40500 train_loss:1.5385 aux_loss:0.0024 train_time:27386093ms step_avg:720.86ms
step:38002/40500 train_loss:1.5040 aux_loss:0.0022 train_time:27386812ms step_avg:720.86ms
step:38003/40500 train_loss:1.5869 aux_loss:0.0026 train_time:27387531ms step_avg:720.86ms
step:38004/40500 train_loss:1.5462 aux_loss:0.0024 train_time:27388250ms step_avg:720.86ms
step:38005/40500 train_loss:1.5261 aux_loss:0.0034 train_time:27388968ms step_avg:720.86ms
step:38006/40500 train_loss:1.4990 aux_loss:0.0023 train_time:27389688ms step_avg:720.86ms
step:38007/40500 train_loss:1.5245 aux_loss:0.0023 train_time:27390405ms step_avg:720.86ms
step:38008/40500 train_loss:1.4975 aux_loss:0.0034 train_time:27391127ms step_avg:720.86ms
step:38009/40500 train_loss:1.5146 aux_loss:0.0023 train_time:27391847ms step_avg:720.86ms
step:38010/40500 train_loss:1.5164 aux_loss:0.0023 train_time:27392565ms step_avg:720.86ms
step:38011/40500 train_loss:1.5335 aux_loss:0.0022 train_time:27393284ms step_avg:720.86ms
step:38012/40500 train_loss:1.5183 aux_loss:0.0023 train_time:27394003ms step_avg:720.86ms
step:38013/40500 train_loss:1.5551 aux_loss:0.0029 train_time:27394723ms step_avg:720.86ms
step:38014/40500 train_loss:1.5171 aux_loss:0.0025 train_time:27395442ms step_avg:720.86ms
step:38015/40500 train_loss:1.5617 aux_loss:0.0024 train_time:27396160ms step_avg:720.86ms
step:38016/40500 train_loss:1.4997 aux_loss:0.0023 train_time:27396879ms step_avg:720.86ms
step:38017/40500 train_loss:1.5887 aux_loss:0.0025 train_time:27397601ms step_avg:720.86ms
step:38018/40500 train_loss:1.5824 aux_loss:0.0024 train_time:27398321ms step_avg:720.86ms
step:38019/40500 train_loss:1.4906 aux_loss:0.0023 train_time:27399038ms step_avg:720.86ms
step:38020/40500 train_loss:1.5290 aux_loss:0.0024 train_time:27399758ms step_avg:720.86ms
step:38021/40500 train_loss:1.5772 aux_loss:0.0026 train_time:27400480ms step_avg:720.86ms
step:38022/40500 train_loss:1.4974 aux_loss:0.0024 train_time:27401198ms step_avg:720.86ms
step:38023/40500 train_loss:1.5196 aux_loss:0.0023 train_time:27401917ms step_avg:720.86ms
step:38024/40500 train_loss:1.5036 aux_loss:0.0026 train_time:27402638ms step_avg:720.86ms
step:38025/40500 train_loss:1.5457 aux_loss:0.0024 train_time:27403357ms step_avg:720.86ms
step:38026/40500 train_loss:1.5708 aux_loss:0.0026 train_time:27404078ms step_avg:720.86ms
step:38027/40500 train_loss:1.5106 aux_loss:0.0033 train_time:27404798ms step_avg:720.86ms
step:38028/40500 train_loss:1.5381 aux_loss:0.0024 train_time:27405517ms step_avg:720.86ms
step:38029/40500 train_loss:1.4921 aux_loss:0.0022 train_time:27406237ms step_avg:720.86ms
step:38030/40500 train_loss:1.5101 aux_loss:0.0024 train_time:27406956ms step_avg:720.86ms
step:38031/40500 train_loss:1.6002 aux_loss:0.0024 train_time:27407679ms step_avg:720.86ms
step:38032/40500 train_loss:1.5608 aux_loss:0.0022 train_time:27408401ms step_avg:720.86ms
step:38033/40500 train_loss:1.5046 aux_loss:0.0022 train_time:27409119ms step_avg:720.86ms
step:38034/40500 train_loss:1.5420 aux_loss:0.0023 train_time:27409838ms step_avg:720.86ms
step:38035/40500 train_loss:1.5293 aux_loss:0.0022 train_time:27410557ms step_avg:720.86ms
step:38036/40500 train_loss:1.5898 aux_loss:0.0025 train_time:27411277ms step_avg:720.86ms
step:38037/40500 train_loss:1.5998 aux_loss:0.0023 train_time:27411996ms step_avg:720.86ms
step:38038/40500 train_loss:1.5950 aux_loss:0.0023 train_time:27412718ms step_avg:720.86ms
step:38039/40500 train_loss:1.5463 aux_loss:0.0023 train_time:27413439ms step_avg:720.86ms
step:38040/40500 train_loss:1.5635 aux_loss:0.0025 train_time:27414157ms step_avg:720.86ms
step:38041/40500 train_loss:1.4778 aux_loss:0.0023 train_time:27414876ms step_avg:720.86ms
step:38042/40500 train_loss:1.5396 aux_loss:0.0023 train_time:27415597ms step_avg:720.86ms
step:38043/40500 train_loss:1.5397 aux_loss:0.0027 train_time:27416315ms step_avg:720.86ms
step:38044/40500 train_loss:1.6306 aux_loss:0.0027 train_time:27417036ms step_avg:720.86ms
step:38045/40500 train_loss:1.5672 aux_loss:0.0025 train_time:27417756ms step_avg:720.86ms
step:38046/40500 train_loss:1.5285 aux_loss:0.0025 train_time:27418473ms step_avg:720.86ms
step:38047/40500 train_loss:1.5420 aux_loss:0.0024 train_time:27419194ms step_avg:720.86ms
step:38048/40500 train_loss:1.5047 aux_loss:0.0024 train_time:27419915ms step_avg:720.86ms
step:38049/40500 train_loss:1.5260 aux_loss:0.0023 train_time:27420632ms step_avg:720.86ms
step:38050/40500 train_loss:1.5698 aux_loss:0.0023 train_time:27421352ms step_avg:720.86ms
step:38051/40500 train_loss:1.5464 aux_loss:0.0022 train_time:27422075ms step_avg:720.86ms
step:38052/40500 train_loss:1.4971 aux_loss:0.0022 train_time:27422796ms step_avg:720.86ms
step:38053/40500 train_loss:1.5459 aux_loss:0.0029 train_time:27423514ms step_avg:720.86ms
step:38054/40500 train_loss:1.6175 aux_loss:0.0022 train_time:27424235ms step_avg:720.86ms
step:38055/40500 train_loss:1.5472 aux_loss:0.0024 train_time:27424955ms step_avg:720.86ms
step:38056/40500 train_loss:1.5717 aux_loss:0.0022 train_time:27425675ms step_avg:720.86ms
step:38057/40500 train_loss:1.5681 aux_loss:0.0022 train_time:27426394ms step_avg:720.86ms
step:38058/40500 train_loss:1.5439 aux_loss:0.0023 train_time:27427114ms step_avg:720.86ms
step:38059/40500 train_loss:1.5720 aux_loss:0.0024 train_time:27427834ms step_avg:720.86ms
step:38060/40500 train_loss:1.5874 aux_loss:0.0023 train_time:27428552ms step_avg:720.86ms
step:38061/40500 train_loss:1.5020 aux_loss:0.0032 train_time:27429273ms step_avg:720.86ms
step:38062/40500 train_loss:1.5512 aux_loss:0.0025 train_time:27429993ms step_avg:720.86ms
step:38063/40500 train_loss:1.5332 aux_loss:0.0027 train_time:27430712ms step_avg:720.86ms
step:38064/40500 train_loss:1.6512 aux_loss:0.0025 train_time:27431434ms step_avg:720.86ms
step:38065/40500 train_loss:1.5378 aux_loss:0.0025 train_time:27432154ms step_avg:720.86ms
step:38066/40500 train_loss:1.5421 aux_loss:0.0023 train_time:27432875ms step_avg:720.86ms
step:38067/40500 train_loss:1.4946 aux_loss:0.0029 train_time:27433595ms step_avg:720.86ms
step:38068/40500 train_loss:1.4749 aux_loss:0.0024 train_time:27434313ms step_avg:720.86ms
step:38069/40500 train_loss:1.4926 aux_loss:0.0025 train_time:27435034ms step_avg:720.86ms
step:38070/40500 train_loss:1.5182 aux_loss:0.0028 train_time:27435754ms step_avg:720.86ms
step:38071/40500 train_loss:1.5153 aux_loss:0.0027 train_time:27436473ms step_avg:720.86ms
step:38072/40500 train_loss:1.5451 aux_loss:0.0027 train_time:27437193ms step_avg:720.86ms
step:38073/40500 train_loss:1.4917 aux_loss:0.0022 train_time:27437914ms step_avg:720.86ms
step:38074/40500 train_loss:1.5833 aux_loss:0.0022 train_time:27438634ms step_avg:720.86ms
step:38075/40500 train_loss:1.5623 aux_loss:0.0026 train_time:27439353ms step_avg:720.86ms
step:38076/40500 train_loss:1.5514 aux_loss:0.0023 train_time:27440072ms step_avg:720.86ms
step:38077/40500 train_loss:1.5487 aux_loss:0.0024 train_time:27440792ms step_avg:720.86ms
step:38078/40500 train_loss:1.5052 aux_loss:0.0033 train_time:27441513ms step_avg:720.86ms
step:38079/40500 train_loss:1.5756 aux_loss:0.0024 train_time:27442231ms step_avg:720.86ms
step:38080/40500 train_loss:1.5563 aux_loss:0.0025 train_time:27442952ms step_avg:720.86ms
step:38081/40500 train_loss:1.5870 aux_loss:0.0022 train_time:27443670ms step_avg:720.85ms
step:38082/40500 train_loss:1.4843 aux_loss:0.0023 train_time:27444390ms step_avg:720.85ms
step:38083/40500 train_loss:1.5007 aux_loss:0.0023 train_time:27445109ms step_avg:720.85ms
step:38084/40500 train_loss:1.4879 aux_loss:0.0024 train_time:27445830ms step_avg:720.85ms
step:38085/40500 train_loss:1.5559 aux_loss:0.0024 train_time:27446550ms step_avg:720.85ms
step:38086/40500 train_loss:1.5360 aux_loss:0.0025 train_time:27447269ms step_avg:720.85ms
step:38087/40500 train_loss:1.5122 aux_loss:0.0024 train_time:27447992ms step_avg:720.85ms
step:38088/40500 train_loss:1.5575 aux_loss:0.0024 train_time:27448710ms step_avg:720.85ms
step:38089/40500 train_loss:1.5320 aux_loss:0.0026 train_time:27449431ms step_avg:720.85ms
step:38090/40500 train_loss:1.5038 aux_loss:0.0025 train_time:27450151ms step_avg:720.85ms
step:38091/40500 train_loss:1.5572 aux_loss:0.0025 train_time:27450869ms step_avg:720.85ms
step:38092/40500 train_loss:1.5238 aux_loss:0.0024 train_time:27451589ms step_avg:720.85ms
step:38093/40500 train_loss:1.5383 aux_loss:0.0027 train_time:27452309ms step_avg:720.85ms
step:38094/40500 train_loss:1.6051 aux_loss:0.0026 train_time:27453027ms step_avg:720.85ms
step:38095/40500 train_loss:1.6299 aux_loss:0.0023 train_time:27453743ms step_avg:720.85ms
step:38096/40500 train_loss:1.5946 aux_loss:0.0023 train_time:27454465ms step_avg:720.85ms
step:38097/40500 train_loss:1.5125 aux_loss:0.0022 train_time:27455185ms step_avg:720.85ms
step:38098/40500 train_loss:1.5974 aux_loss:0.0025 train_time:27455902ms step_avg:720.85ms
step:38099/40500 train_loss:1.5053 aux_loss:0.0023 train_time:27456622ms step_avg:720.85ms
step:38100/40500 train_loss:1.5768 aux_loss:0.0023 train_time:27457342ms step_avg:720.85ms
step:38101/40500 train_loss:1.5355 aux_loss:0.0026 train_time:27458060ms step_avg:720.85ms
step:38102/40500 train_loss:1.5010 aux_loss:0.0023 train_time:27458776ms step_avg:720.85ms
step:38103/40500 train_loss:1.5620 aux_loss:0.0026 train_time:27459491ms step_avg:720.85ms
step:38104/40500 train_loss:1.5615 aux_loss:0.0026 train_time:27460211ms step_avg:720.85ms
step:38105/40500 train_loss:1.5269 aux_loss:0.0023 train_time:27460930ms step_avg:720.85ms
step:38106/40500 train_loss:1.5816 aux_loss:0.0026 train_time:27461647ms step_avg:720.85ms
step:38107/40500 train_loss:1.4897 aux_loss:0.0025 train_time:27462366ms step_avg:720.85ms
step:38108/40500 train_loss:1.5676 aux_loss:0.0032 train_time:27463087ms step_avg:720.85ms
step:38109/40500 train_loss:1.5790 aux_loss:0.0026 train_time:27463804ms step_avg:720.85ms
step:38110/40500 train_loss:1.5660 aux_loss:0.0023 train_time:27464524ms step_avg:720.85ms
step:38111/40500 train_loss:1.5550 aux_loss:0.0024 train_time:27465245ms step_avg:720.85ms
step:38112/40500 train_loss:1.5024 aux_loss:0.0024 train_time:27465964ms step_avg:720.85ms
step:38113/40500 train_loss:1.5457 aux_loss:0.0027 train_time:27466683ms step_avg:720.85ms
step:38114/40500 train_loss:1.5124 aux_loss:0.0024 train_time:27467404ms step_avg:720.85ms
step:38115/40500 train_loss:1.5978 aux_loss:0.0024 train_time:27468122ms step_avg:720.85ms
step:38116/40500 train_loss:1.5233 aux_loss:0.0026 train_time:27468841ms step_avg:720.85ms
step:38117/40500 train_loss:1.5491 aux_loss:0.0023 train_time:27469562ms step_avg:720.85ms
step:38118/40500 train_loss:1.5170 aux_loss:0.0024 train_time:27470281ms step_avg:720.85ms
step:38119/40500 train_loss:1.5562 aux_loss:0.0023 train_time:27471001ms step_avg:720.85ms
step:38120/40500 train_loss:1.5526 aux_loss:0.0023 train_time:27471720ms step_avg:720.85ms
step:38121/40500 train_loss:1.4992 aux_loss:0.0023 train_time:27472440ms step_avg:720.85ms
step:38122/40500 train_loss:1.5432 aux_loss:0.0024 train_time:27473159ms step_avg:720.85ms
step:38123/40500 train_loss:1.5347 aux_loss:0.0022 train_time:27473880ms step_avg:720.85ms
step:38124/40500 train_loss:1.5882 aux_loss:0.0024 train_time:27474601ms step_avg:720.85ms
step:38125/40500 train_loss:1.5437 aux_loss:0.0026 train_time:27475319ms step_avg:720.85ms
step:38126/40500 train_loss:1.5675 aux_loss:0.0022 train_time:27476040ms step_avg:720.85ms
step:38127/40500 train_loss:1.4986 aux_loss:0.0022 train_time:27476758ms step_avg:720.85ms
step:38128/40500 train_loss:1.5378 aux_loss:0.0024 train_time:27477477ms step_avg:720.85ms
step:38129/40500 train_loss:1.5633 aux_loss:0.0025 train_time:27478198ms step_avg:720.85ms
step:38130/40500 train_loss:1.5560 aux_loss:0.0024 train_time:27478918ms step_avg:720.85ms
step:38131/40500 train_loss:1.5980 aux_loss:0.0023 train_time:27479637ms step_avg:720.85ms
step:38132/40500 train_loss:1.5423 aux_loss:0.0022 train_time:27480358ms step_avg:720.85ms
step:38133/40500 train_loss:1.5021 aux_loss:0.0022 train_time:27481077ms step_avg:720.85ms
step:38134/40500 train_loss:1.4739 aux_loss:0.0024 train_time:27481796ms step_avg:720.85ms
step:38135/40500 train_loss:1.4992 aux_loss:0.0024 train_time:27482517ms step_avg:720.85ms
step:38136/40500 train_loss:1.5662 aux_loss:0.0024 train_time:27483236ms step_avg:720.85ms
step:38137/40500 train_loss:1.5812 aux_loss:0.0025 train_time:27483956ms step_avg:720.85ms
step:38138/40500 train_loss:1.5514 aux_loss:0.0024 train_time:27484676ms step_avg:720.85ms
step:38139/40500 train_loss:1.5146 aux_loss:0.0024 train_time:27485394ms step_avg:720.85ms
step:38140/40500 train_loss:1.5490 aux_loss:0.0026 train_time:27486113ms step_avg:720.85ms
step:38141/40500 train_loss:1.5940 aux_loss:0.0025 train_time:27486834ms step_avg:720.85ms
step:38142/40500 train_loss:1.5136 aux_loss:0.0022 train_time:27487553ms step_avg:720.85ms
step:38143/40500 train_loss:1.5350 aux_loss:0.0023 train_time:27488274ms step_avg:720.85ms
step:38144/40500 train_loss:1.5283 aux_loss:0.0023 train_time:27488992ms step_avg:720.85ms
step:38145/40500 train_loss:1.5129 aux_loss:0.0024 train_time:27489712ms step_avg:720.85ms
step:38146/40500 train_loss:1.5875 aux_loss:0.0023 train_time:27490431ms step_avg:720.85ms
step:38147/40500 train_loss:1.5446 aux_loss:0.0026 train_time:27491149ms step_avg:720.85ms
step:38148/40500 train_loss:1.5756 aux_loss:0.0025 train_time:27491871ms step_avg:720.85ms
step:38149/40500 train_loss:1.5358 aux_loss:0.0025 train_time:27492593ms step_avg:720.85ms
step:38150/40500 train_loss:1.5344 aux_loss:0.0028 train_time:27493312ms step_avg:720.85ms
step:38151/40500 train_loss:1.5206 aux_loss:0.0022 train_time:27494031ms step_avg:720.85ms
step:38152/40500 train_loss:1.5556 aux_loss:0.0027 train_time:27494750ms step_avg:720.85ms
step:38153/40500 train_loss:1.4637 aux_loss:0.0024 train_time:27495469ms step_avg:720.85ms
step:38154/40500 train_loss:1.5420 aux_loss:0.0024 train_time:27496187ms step_avg:720.85ms
step:38155/40500 train_loss:1.5256 aux_loss:0.0024 train_time:27496909ms step_avg:720.85ms
step:38156/40500 train_loss:1.5931 aux_loss:0.0023 train_time:27497627ms step_avg:720.85ms
step:38157/40500 train_loss:1.5251 aux_loss:0.0023 train_time:27498346ms step_avg:720.85ms
step:38158/40500 train_loss:1.5112 aux_loss:0.0024 train_time:27499066ms step_avg:720.85ms
step:38159/40500 train_loss:1.5400 aux_loss:0.0023 train_time:27499784ms step_avg:720.85ms
step:38160/40500 train_loss:1.5668 aux_loss:0.0024 train_time:27500502ms step_avg:720.85ms
step:38161/40500 train_loss:1.5519 aux_loss:0.0023 train_time:27501223ms step_avg:720.85ms
step:38162/40500 train_loss:1.5980 aux_loss:0.0025 train_time:27501942ms step_avg:720.85ms
step:38163/40500 train_loss:1.5816 aux_loss:0.0024 train_time:27502662ms step_avg:720.85ms
step:38164/40500 train_loss:1.5130 aux_loss:0.0025 train_time:27503381ms step_avg:720.85ms
step:38165/40500 train_loss:1.5710 aux_loss:0.0022 train_time:27504103ms step_avg:720.85ms
step:38166/40500 train_loss:1.5225 aux_loss:0.0022 train_time:27504822ms step_avg:720.85ms
step:38167/40500 train_loss:1.5578 aux_loss:0.0023 train_time:27505541ms step_avg:720.85ms
step:38168/40500 train_loss:1.5432 aux_loss:0.0024 train_time:27506262ms step_avg:720.85ms
step:38169/40500 train_loss:1.4858 aux_loss:0.0025 train_time:27506981ms step_avg:720.85ms
step:38170/40500 train_loss:1.5391 aux_loss:0.0024 train_time:27507700ms step_avg:720.85ms
step:38171/40500 train_loss:1.5780 aux_loss:0.0023 train_time:27508419ms step_avg:720.85ms
step:38172/40500 train_loss:1.5879 aux_loss:0.0026 train_time:27509139ms step_avg:720.85ms
step:38173/40500 train_loss:1.5467 aux_loss:0.0023 train_time:27509858ms step_avg:720.85ms
step:38174/40500 train_loss:1.5665 aux_loss:0.0023 train_time:27510574ms step_avg:720.85ms
step:38175/40500 train_loss:1.5389 aux_loss:0.0025 train_time:27511293ms step_avg:720.85ms
step:38176/40500 train_loss:1.5694 aux_loss:0.0023 train_time:27512012ms step_avg:720.85ms
step:38177/40500 train_loss:1.5995 aux_loss:0.0026 train_time:27512731ms step_avg:720.85ms
step:38178/40500 train_loss:1.5368 aux_loss:0.0030 train_time:27513453ms step_avg:720.85ms
step:38179/40500 train_loss:1.6059 aux_loss:0.0023 train_time:27514173ms step_avg:720.85ms
step:38180/40500 train_loss:1.5034 aux_loss:0.0023 train_time:27514890ms step_avg:720.85ms
step:38181/40500 train_loss:1.6320 aux_loss:0.0023 train_time:27515609ms step_avg:720.85ms
step:38182/40500 train_loss:1.5661 aux_loss:0.0025 train_time:27516328ms step_avg:720.85ms
step:38183/40500 train_loss:1.5246 aux_loss:0.0028 train_time:27517046ms step_avg:720.85ms
step:38184/40500 train_loss:1.5242 aux_loss:0.0024 train_time:27517768ms step_avg:720.85ms
step:38185/40500 train_loss:1.5352 aux_loss:0.0024 train_time:27518487ms step_avg:720.85ms
step:38186/40500 train_loss:1.6680 aux_loss:0.0024 train_time:27519206ms step_avg:720.85ms
step:38187/40500 train_loss:1.5411 aux_loss:0.0024 train_time:27519927ms step_avg:720.85ms
step:38188/40500 train_loss:1.5404 aux_loss:0.0024 train_time:27520645ms step_avg:720.85ms
step:38189/40500 train_loss:1.5208 aux_loss:0.0027 train_time:27521366ms step_avg:720.85ms
step:38190/40500 train_loss:1.5878 aux_loss:0.0025 train_time:27522088ms step_avg:720.85ms
step:38191/40500 train_loss:1.5556 aux_loss:0.0023 train_time:27522807ms step_avg:720.85ms
step:38192/40500 train_loss:1.5475 aux_loss:0.0024 train_time:27523526ms step_avg:720.85ms
step:38193/40500 train_loss:1.5023 aux_loss:0.0029 train_time:27524246ms step_avg:720.85ms
step:38194/40500 train_loss:1.5581 aux_loss:0.0023 train_time:27524965ms step_avg:720.85ms
step:38195/40500 train_loss:1.5715 aux_loss:0.0025 train_time:27525685ms step_avg:720.85ms
step:38196/40500 train_loss:1.5659 aux_loss:0.0025 train_time:27526409ms step_avg:720.85ms
step:38197/40500 train_loss:1.5164 aux_loss:0.0024 train_time:27527130ms step_avg:720.85ms
step:38198/40500 train_loss:1.5483 aux_loss:0.0024 train_time:27527848ms step_avg:720.85ms
step:38199/40500 train_loss:1.5860 aux_loss:0.0025 train_time:27528568ms step_avg:720.85ms
step:38200/40500 train_loss:1.5008 aux_loss:0.0024 train_time:27529288ms step_avg:720.85ms
step:38201/40500 train_loss:1.5456 aux_loss:0.0023 train_time:27530007ms step_avg:720.85ms
step:38202/40500 train_loss:1.5351 aux_loss:0.0024 train_time:27530726ms step_avg:720.85ms
step:38203/40500 train_loss:1.5463 aux_loss:0.0024 train_time:27531447ms step_avg:720.85ms
step:38204/40500 train_loss:1.5171 aux_loss:0.0023 train_time:27532166ms step_avg:720.85ms
step:38205/40500 train_loss:1.5783 aux_loss:0.0023 train_time:27532885ms step_avg:720.85ms
step:38206/40500 train_loss:1.5672 aux_loss:0.0023 train_time:27533606ms step_avg:720.85ms
step:38207/40500 train_loss:1.5205 aux_loss:0.0023 train_time:27534324ms step_avg:720.85ms
step:38208/40500 train_loss:1.5639 aux_loss:0.0026 train_time:27535042ms step_avg:720.85ms
step:38209/40500 train_loss:1.5508 aux_loss:0.0024 train_time:27535765ms step_avg:720.85ms
step:38210/40500 train_loss:1.5187 aux_loss:0.0022 train_time:27536486ms step_avg:720.85ms
step:38211/40500 train_loss:1.4806 aux_loss:0.0023 train_time:27537205ms step_avg:720.85ms
step:38212/40500 train_loss:1.5177 aux_loss:0.0024 train_time:27537925ms step_avg:720.85ms
step:38213/40500 train_loss:1.4877 aux_loss:0.0023 train_time:27538644ms step_avg:720.85ms
step:38214/40500 train_loss:1.4957 aux_loss:0.0023 train_time:27539362ms step_avg:720.85ms
step:38215/40500 train_loss:1.5841 aux_loss:0.0024 train_time:27540081ms step_avg:720.85ms
step:38216/40500 train_loss:1.5523 aux_loss:0.0022 train_time:27540798ms step_avg:720.85ms
step:38217/40500 train_loss:1.5493 aux_loss:0.0025 train_time:27541517ms step_avg:720.85ms
step:38218/40500 train_loss:1.4936 aux_loss:0.0023 train_time:27542236ms step_avg:720.85ms
step:38219/40500 train_loss:1.5534 aux_loss:0.0023 train_time:27542955ms step_avg:720.85ms
step:38220/40500 train_loss:1.5813 aux_loss:0.0023 train_time:27543675ms step_avg:720.85ms
step:38221/40500 train_loss:1.5383 aux_loss:0.0023 train_time:27544395ms step_avg:720.85ms
step:38222/40500 train_loss:1.5665 aux_loss:0.0026 train_time:27545115ms step_avg:720.85ms
step:38223/40500 train_loss:1.5832 aux_loss:0.0022 train_time:27545834ms step_avg:720.85ms
step:38224/40500 train_loss:1.5181 aux_loss:0.0022 train_time:27546554ms step_avg:720.85ms
step:38225/40500 train_loss:1.5401 aux_loss:0.0039 train_time:27547274ms step_avg:720.85ms
step:38226/40500 train_loss:1.5151 aux_loss:0.0023 train_time:27547993ms step_avg:720.85ms
step:38227/40500 train_loss:1.5901 aux_loss:0.0024 train_time:27548714ms step_avg:720.85ms
step:38228/40500 train_loss:1.6501 aux_loss:0.0023 train_time:27549431ms step_avg:720.85ms
step:38229/40500 train_loss:1.4832 aux_loss:0.0021 train_time:27550151ms step_avg:720.85ms
step:38230/40500 train_loss:1.5636 aux_loss:0.0022 train_time:27550869ms step_avg:720.85ms
step:38231/40500 train_loss:1.5680 aux_loss:0.0022 train_time:27551586ms step_avg:720.85ms
step:38232/40500 train_loss:1.5609 aux_loss:0.0021 train_time:27552307ms step_avg:720.85ms
step:38233/40500 train_loss:1.5412 aux_loss:0.0021 train_time:27553026ms step_avg:720.85ms
step:38234/40500 train_loss:1.5235 aux_loss:0.0023 train_time:27553744ms step_avg:720.85ms
step:38235/40500 train_loss:1.5387 aux_loss:0.0023 train_time:27554463ms step_avg:720.85ms
step:38236/40500 train_loss:1.5230 aux_loss:0.0025 train_time:27555182ms step_avg:720.85ms
step:38237/40500 train_loss:1.5465 aux_loss:0.0027 train_time:27555901ms step_avg:720.85ms
step:38238/40500 train_loss:1.5824 aux_loss:0.0024 train_time:27556620ms step_avg:720.85ms
step:38239/40500 train_loss:1.5231 aux_loss:0.0024 train_time:27557339ms step_avg:720.85ms
step:38240/40500 train_loss:1.5604 aux_loss:0.0024 train_time:27558058ms step_avg:720.85ms
step:38241/40500 train_loss:1.5022 aux_loss:0.0025 train_time:27558778ms step_avg:720.85ms
step:38242/40500 train_loss:1.4928 aux_loss:0.0024 train_time:27559499ms step_avg:720.85ms
step:38243/40500 train_loss:1.5512 aux_loss:0.0025 train_time:27560217ms step_avg:720.85ms
step:38244/40500 train_loss:1.5800 aux_loss:0.0022 train_time:27560938ms step_avg:720.85ms
step:38245/40500 train_loss:1.5536 aux_loss:0.0024 train_time:27561656ms step_avg:720.85ms
step:38246/40500 train_loss:1.6151 aux_loss:0.0024 train_time:27562375ms step_avg:720.85ms
step:38247/40500 train_loss:1.5341 aux_loss:0.0025 train_time:27563095ms step_avg:720.85ms
step:38248/40500 train_loss:1.5345 aux_loss:0.0023 train_time:27563815ms step_avg:720.85ms
step:38249/40500 train_loss:1.5677 aux_loss:0.0024 train_time:27564533ms step_avg:720.85ms
step:38250/40500 train_loss:1.6035 aux_loss:0.0025 train_time:27565257ms step_avg:720.85ms
step:38251/40500 train_loss:1.5723 aux_loss:0.0025 train_time:27565976ms step_avg:720.85ms
step:38252/40500 train_loss:1.5665 aux_loss:0.0028 train_time:27566694ms step_avg:720.85ms
step:38253/40500 train_loss:1.5275 aux_loss:0.0023 train_time:27567415ms step_avg:720.85ms
step:38254/40500 train_loss:1.5705 aux_loss:0.0026 train_time:27568134ms step_avg:720.85ms
step:38255/40500 train_loss:1.5015 aux_loss:0.0023 train_time:27568854ms step_avg:720.85ms
step:38256/40500 train_loss:1.5651 aux_loss:0.0022 train_time:27569573ms step_avg:720.85ms
step:38257/40500 train_loss:1.6004 aux_loss:0.0023 train_time:27570294ms step_avg:720.85ms
step:38258/40500 train_loss:1.5989 aux_loss:0.0023 train_time:27571013ms step_avg:720.85ms
step:38259/40500 train_loss:1.5086 aux_loss:0.0025 train_time:27571730ms step_avg:720.85ms
step:38260/40500 train_loss:1.5195 aux_loss:0.0024 train_time:27572450ms step_avg:720.85ms
step:38261/40500 train_loss:1.5204 aux_loss:0.0025 train_time:27573169ms step_avg:720.85ms
step:38262/40500 train_loss:1.5546 aux_loss:0.0023 train_time:27573888ms step_avg:720.85ms
step:38263/40500 train_loss:1.5735 aux_loss:0.0025 train_time:27574609ms step_avg:720.85ms
step:38264/40500 train_loss:1.4945 aux_loss:0.0024 train_time:27575329ms step_avg:720.85ms
step:38265/40500 train_loss:1.5022 aux_loss:0.0025 train_time:27576047ms step_avg:720.85ms
step:38266/40500 train_loss:1.5865 aux_loss:0.0024 train_time:27576771ms step_avg:720.85ms
step:38267/40500 train_loss:1.5561 aux_loss:0.0024 train_time:27577490ms step_avg:720.85ms
step:38268/40500 train_loss:1.5355 aux_loss:0.0025 train_time:27578210ms step_avg:720.85ms
step:38269/40500 train_loss:1.5685 aux_loss:0.0025 train_time:27578930ms step_avg:720.85ms
step:38270/40500 train_loss:1.4809 aux_loss:0.0025 train_time:27579649ms step_avg:720.85ms
step:38271/40500 train_loss:1.5114 aux_loss:0.0024 train_time:27580369ms step_avg:720.85ms
step:38272/40500 train_loss:1.5000 aux_loss:0.0024 train_time:27581089ms step_avg:720.85ms
step:38273/40500 train_loss:1.5921 aux_loss:0.0027 train_time:27581807ms step_avg:720.85ms
step:38274/40500 train_loss:1.5407 aux_loss:0.0024 train_time:27582529ms step_avg:720.85ms
step:38275/40500 train_loss:1.5386 aux_loss:0.0023 train_time:27583248ms step_avg:720.85ms
step:38276/40500 train_loss:1.5285 aux_loss:0.0023 train_time:27583967ms step_avg:720.85ms
step:38277/40500 train_loss:1.5480 aux_loss:0.0023 train_time:27584687ms step_avg:720.85ms
step:38278/40500 train_loss:1.5705 aux_loss:0.0025 train_time:27585406ms step_avg:720.85ms
step:38279/40500 train_loss:1.5133 aux_loss:0.0027 train_time:27586125ms step_avg:720.85ms
step:38280/40500 train_loss:1.5484 aux_loss:0.0025 train_time:27586843ms step_avg:720.85ms
step:38281/40500 train_loss:1.5898 aux_loss:0.0025 train_time:27587562ms step_avg:720.85ms
step:38282/40500 train_loss:1.5284 aux_loss:0.0026 train_time:27588281ms step_avg:720.85ms
step:38283/40500 train_loss:1.5723 aux_loss:0.0024 train_time:27589002ms step_avg:720.85ms
step:38284/40500 train_loss:1.5663 aux_loss:0.0028 train_time:27589723ms step_avg:720.85ms
step:38285/40500 train_loss:1.5497 aux_loss:0.0024 train_time:27590440ms step_avg:720.85ms
step:38286/40500 train_loss:1.5557 aux_loss:0.0025 train_time:27591159ms step_avg:720.85ms
step:38287/40500 train_loss:1.5362 aux_loss:0.0022 train_time:27591879ms step_avg:720.85ms
step:38288/40500 train_loss:1.5287 aux_loss:0.0023 train_time:27592596ms step_avg:720.85ms
step:38289/40500 train_loss:1.5127 aux_loss:0.0022 train_time:27593314ms step_avg:720.85ms
step:38290/40500 train_loss:1.5302 aux_loss:0.0022 train_time:27594034ms step_avg:720.85ms
step:38291/40500 train_loss:1.4680 aux_loss:0.0022 train_time:27594753ms step_avg:720.85ms
step:38292/40500 train_loss:1.5583 aux_loss:0.0024 train_time:27595470ms step_avg:720.85ms
step:38293/40500 train_loss:1.5656 aux_loss:0.0025 train_time:27596189ms step_avg:720.85ms
step:38294/40500 train_loss:1.5040 aux_loss:0.0023 train_time:27596908ms step_avg:720.85ms
step:38295/40500 train_loss:1.4908 aux_loss:0.0023 train_time:27597627ms step_avg:720.85ms
step:38296/40500 train_loss:1.5160 aux_loss:0.0024 train_time:27598346ms step_avg:720.85ms
step:38297/40500 train_loss:1.5681 aux_loss:0.0023 train_time:27599066ms step_avg:720.85ms
step:38298/40500 train_loss:1.5340 aux_loss:0.0026 train_time:27599785ms step_avg:720.85ms
step:38299/40500 train_loss:1.5071 aux_loss:0.0024 train_time:27600505ms step_avg:720.85ms
step:38300/40500 train_loss:1.5397 aux_loss:0.0030 train_time:27601224ms step_avg:720.85ms
step:38301/40500 train_loss:1.5277 aux_loss:0.0024 train_time:27601946ms step_avg:720.85ms
step:38302/40500 train_loss:1.5958 aux_loss:0.0023 train_time:27602664ms step_avg:720.85ms
step:38303/40500 train_loss:1.5719 aux_loss:0.0021 train_time:27603384ms step_avg:720.85ms
step:38304/40500 train_loss:1.5129 aux_loss:0.0022 train_time:27604103ms step_avg:720.85ms
step:38305/40500 train_loss:1.4684 aux_loss:0.0024 train_time:27604825ms step_avg:720.85ms
step:38306/40500 train_loss:1.5296 aux_loss:0.0023 train_time:27605545ms step_avg:720.85ms
step:38307/40500 train_loss:1.4683 aux_loss:0.0022 train_time:27606264ms step_avg:720.85ms
step:38308/40500 train_loss:1.5677 aux_loss:0.0023 train_time:27606983ms step_avg:720.85ms
step:38309/40500 train_loss:1.5427 aux_loss:0.0027 train_time:27607703ms step_avg:720.85ms
step:38310/40500 train_loss:1.4776 aux_loss:0.0026 train_time:27608423ms step_avg:720.85ms
step:38311/40500 train_loss:1.5909 aux_loss:0.0027 train_time:27609142ms step_avg:720.85ms
step:38312/40500 train_loss:1.5747 aux_loss:0.0026 train_time:27609863ms step_avg:720.85ms
step:38313/40500 train_loss:1.5213 aux_loss:0.0024 train_time:27610584ms step_avg:720.85ms
step:38314/40500 train_loss:1.5241 aux_loss:0.0023 train_time:27611302ms step_avg:720.85ms
step:38315/40500 train_loss:1.6049 aux_loss:0.0025 train_time:27612024ms step_avg:720.85ms
step:38316/40500 train_loss:1.5722 aux_loss:0.0024 train_time:27612743ms step_avg:720.85ms
step:38317/40500 train_loss:1.5422 aux_loss:0.0035 train_time:27613462ms step_avg:720.85ms
step:38318/40500 train_loss:1.5380 aux_loss:0.0024 train_time:27614181ms step_avg:720.85ms
step:38319/40500 train_loss:1.5910 aux_loss:0.0026 train_time:27614902ms step_avg:720.85ms
step:38320/40500 train_loss:1.5369 aux_loss:0.0023 train_time:27615622ms step_avg:720.85ms
step:38321/40500 train_loss:1.5143 aux_loss:0.0022 train_time:27616341ms step_avg:720.85ms
step:38322/40500 train_loss:1.4984 aux_loss:0.0024 train_time:27617061ms step_avg:720.85ms
step:38323/40500 train_loss:1.5813 aux_loss:0.0027 train_time:27617780ms step_avg:720.85ms
step:38324/40500 train_loss:1.5393 aux_loss:0.0024 train_time:27618500ms step_avg:720.85ms
step:38325/40500 train_loss:1.5134 aux_loss:0.0025 train_time:27619219ms step_avg:720.85ms
step:38326/40500 train_loss:1.5458 aux_loss:0.0021 train_time:27619939ms step_avg:720.85ms
step:38327/40500 train_loss:1.5828 aux_loss:0.0023 train_time:27620659ms step_avg:720.85ms
step:38328/40500 train_loss:1.5855 aux_loss:0.0025 train_time:27621378ms step_avg:720.85ms
step:38329/40500 train_loss:1.5391 aux_loss:0.0024 train_time:27622098ms step_avg:720.85ms
step:38330/40500 train_loss:1.5360 aux_loss:0.0025 train_time:27622817ms step_avg:720.85ms
step:38331/40500 train_loss:1.5536 aux_loss:0.0024 train_time:27623536ms step_avg:720.85ms
step:38332/40500 train_loss:1.5333 aux_loss:0.0024 train_time:27624257ms step_avg:720.85ms
step:38333/40500 train_loss:1.5688 aux_loss:0.0024 train_time:27624975ms step_avg:720.85ms
step:38334/40500 train_loss:1.5276 aux_loss:0.0027 train_time:27625694ms step_avg:720.85ms
step:38335/40500 train_loss:1.4978 aux_loss:0.0023 train_time:27626415ms step_avg:720.85ms
step:38336/40500 train_loss:1.5821 aux_loss:0.0024 train_time:27627132ms step_avg:720.85ms
step:38337/40500 train_loss:1.5733 aux_loss:0.0025 train_time:27627856ms step_avg:720.85ms
step:38338/40500 train_loss:1.5729 aux_loss:0.0025 train_time:27628574ms step_avg:720.85ms
step:38339/40500 train_loss:1.5470 aux_loss:0.0024 train_time:27629292ms step_avg:720.85ms
step:38340/40500 train_loss:1.5084 aux_loss:0.0022 train_time:27630010ms step_avg:720.85ms
step:38341/40500 train_loss:1.5349 aux_loss:0.0024 train_time:27630729ms step_avg:720.85ms
step:38342/40500 train_loss:1.5682 aux_loss:0.0025 train_time:27631446ms step_avg:720.85ms
step:38343/40500 train_loss:1.5203 aux_loss:0.0023 train_time:27632167ms step_avg:720.85ms
step:38344/40500 train_loss:1.6098 aux_loss:0.0030 train_time:27632886ms step_avg:720.85ms
step:38345/40500 train_loss:1.5682 aux_loss:0.0025 train_time:27633605ms step_avg:720.85ms
step:38346/40500 train_loss:1.5483 aux_loss:0.0080 train_time:27634324ms step_avg:720.85ms
step:38347/40500 train_loss:1.5254 aux_loss:0.0024 train_time:27635042ms step_avg:720.85ms
step:38348/40500 train_loss:1.5905 aux_loss:0.0025 train_time:27635760ms step_avg:720.85ms
step:38349/40500 train_loss:1.5141 aux_loss:0.0024 train_time:27636479ms step_avg:720.85ms
step:38350/40500 train_loss:1.5474 aux_loss:0.0024 train_time:27637198ms step_avg:720.85ms
step:38351/40500 train_loss:1.5295 aux_loss:0.0026 train_time:27637916ms step_avg:720.84ms
step:38352/40500 train_loss:1.5135 aux_loss:0.0025 train_time:27638636ms step_avg:720.84ms
step:38353/40500 train_loss:1.5561 aux_loss:0.0023 train_time:27639355ms step_avg:720.84ms
step:38354/40500 train_loss:1.5301 aux_loss:0.0023 train_time:27640074ms step_avg:720.84ms
step:38355/40500 train_loss:1.5223 aux_loss:0.0024 train_time:27640794ms step_avg:720.84ms
step:38356/40500 train_loss:1.5053 aux_loss:0.0025 train_time:27641518ms step_avg:720.84ms
step:38357/40500 train_loss:1.6016 aux_loss:0.0029 train_time:27642237ms step_avg:720.84ms
step:38358/40500 train_loss:1.5201 aux_loss:0.0025 train_time:27642956ms step_avg:720.84ms
step:38359/40500 train_loss:1.5244 aux_loss:0.0023 train_time:27643674ms step_avg:720.84ms
step:38360/40500 train_loss:1.4539 aux_loss:0.0024 train_time:27644393ms step_avg:720.84ms
step:38361/40500 train_loss:1.5490 aux_loss:0.0027 train_time:27645112ms step_avg:720.84ms
step:38362/40500 train_loss:1.5408 aux_loss:0.0025 train_time:27645832ms step_avg:720.84ms
step:38363/40500 train_loss:1.5569 aux_loss:0.0024 train_time:27646552ms step_avg:720.84ms
step:38364/40500 train_loss:1.5729 aux_loss:0.0023 train_time:27647273ms step_avg:720.84ms
step:38365/40500 train_loss:1.5140 aux_loss:0.0023 train_time:27647993ms step_avg:720.84ms
step:38366/40500 train_loss:1.5562 aux_loss:0.0023 train_time:27648713ms step_avg:720.84ms
step:38367/40500 train_loss:1.5273 aux_loss:0.0022 train_time:27649434ms step_avg:720.84ms
step:38368/40500 train_loss:1.5290 aux_loss:0.0022 train_time:27650153ms step_avg:720.84ms
step:38369/40500 train_loss:1.5535 aux_loss:0.0023 train_time:27650872ms step_avg:720.84ms
step:38370/40500 train_loss:1.5297 aux_loss:0.0023 train_time:27651591ms step_avg:720.84ms
step:38371/40500 train_loss:1.5726 aux_loss:0.0023 train_time:27652310ms step_avg:720.84ms
step:38372/40500 train_loss:1.5687 aux_loss:0.0023 train_time:27653031ms step_avg:720.84ms
step:38373/40500 train_loss:1.5380 aux_loss:0.0024 train_time:27653751ms step_avg:720.84ms
step:38374/40500 train_loss:1.5140 aux_loss:0.0024 train_time:27654471ms step_avg:720.84ms
step:38375/40500 train_loss:1.5100 aux_loss:0.0023 train_time:27655190ms step_avg:720.84ms
step:38376/40500 train_loss:1.5293 aux_loss:0.0023 train_time:27655910ms step_avg:720.84ms
step:38377/40500 train_loss:1.5833 aux_loss:0.0024 train_time:27656630ms step_avg:720.84ms
step:38378/40500 train_loss:1.4960 aux_loss:0.0023 train_time:27657348ms step_avg:720.84ms
step:38379/40500 train_loss:1.5320 aux_loss:0.0022 train_time:27658069ms step_avg:720.84ms
step:38380/40500 train_loss:1.5667 aux_loss:0.0022 train_time:27658790ms step_avg:720.84ms
step:38381/40500 train_loss:1.6121 aux_loss:0.0024 train_time:27659509ms step_avg:720.84ms
step:38382/40500 train_loss:1.5996 aux_loss:0.0023 train_time:27660228ms step_avg:720.84ms
step:38383/40500 train_loss:1.6207 aux_loss:0.0025 train_time:27660948ms step_avg:720.84ms
step:38384/40500 train_loss:1.5233 aux_loss:0.0026 train_time:27661667ms step_avg:720.84ms
step:38385/40500 train_loss:1.5566 aux_loss:0.0024 train_time:27662387ms step_avg:720.84ms
step:38386/40500 train_loss:1.5081 aux_loss:0.0024 train_time:27663107ms step_avg:720.84ms
step:38387/40500 train_loss:1.5256 aux_loss:0.0023 train_time:27663825ms step_avg:720.84ms
step:38388/40500 train_loss:1.4845 aux_loss:0.0022 train_time:27664546ms step_avg:720.84ms
step:38389/40500 train_loss:1.5416 aux_loss:0.0024 train_time:27665267ms step_avg:720.84ms
step:38390/40500 train_loss:1.5172 aux_loss:0.0023 train_time:27665987ms step_avg:720.84ms
step:38391/40500 train_loss:1.5136 aux_loss:0.0022 train_time:27666709ms step_avg:720.84ms
step:38392/40500 train_loss:1.5335 aux_loss:0.0023 train_time:27667429ms step_avg:720.84ms
step:38393/40500 train_loss:1.6093 aux_loss:0.0025 train_time:27668148ms step_avg:720.84ms
step:38394/40500 train_loss:1.5075 aux_loss:0.0024 train_time:27668868ms step_avg:720.84ms
step:38395/40500 train_loss:1.5262 aux_loss:0.0024 train_time:27669587ms step_avg:720.84ms
step:38396/40500 train_loss:1.5297 aux_loss:0.0024 train_time:27670304ms step_avg:720.84ms
step:38397/40500 train_loss:1.5899 aux_loss:0.0023 train_time:27671025ms step_avg:720.84ms
step:38398/40500 train_loss:1.5358 aux_loss:0.0023 train_time:27671747ms step_avg:720.84ms
step:38399/40500 train_loss:1.5751 aux_loss:0.0023 train_time:27672465ms step_avg:720.84ms
step:38400/40500 train_loss:1.5576 aux_loss:0.0028 train_time:27673184ms step_avg:720.84ms
step:38401/40500 train_loss:1.5945 aux_loss:0.0028 train_time:27673905ms step_avg:720.84ms
step:38402/40500 train_loss:1.5686 aux_loss:0.0028 train_time:27674623ms step_avg:720.84ms
step:38403/40500 train_loss:1.5628 aux_loss:0.0024 train_time:27675342ms step_avg:720.84ms
step:38404/40500 train_loss:1.5671 aux_loss:0.0025 train_time:27676063ms step_avg:720.84ms
step:38405/40500 train_loss:1.5750 aux_loss:0.0023 train_time:27676781ms step_avg:720.84ms
step:38406/40500 train_loss:1.5239 aux_loss:0.0026 train_time:27677501ms step_avg:720.84ms
step:38407/40500 train_loss:1.5529 aux_loss:0.0026 train_time:27678224ms step_avg:720.84ms
step:38408/40500 train_loss:1.5459 aux_loss:0.0024 train_time:27678942ms step_avg:720.84ms
step:38409/40500 train_loss:1.6058 aux_loss:0.0025 train_time:27679661ms step_avg:720.84ms
step:38410/40500 train_loss:1.5021 aux_loss:0.0023 train_time:27680381ms step_avg:720.84ms
step:38411/40500 train_loss:1.5560 aux_loss:0.0025 train_time:27681099ms step_avg:720.84ms
step:38412/40500 train_loss:1.5357 aux_loss:0.0024 train_time:27681818ms step_avg:720.84ms
step:38413/40500 train_loss:1.5320 aux_loss:0.0021 train_time:27682540ms step_avg:720.84ms
step:38414/40500 train_loss:1.5265 aux_loss:0.0022 train_time:27683261ms step_avg:720.84ms
step:38415/40500 train_loss:1.5248 aux_loss:0.0023 train_time:27683981ms step_avg:720.84ms
step:38416/40500 train_loss:1.5201 aux_loss:0.0025 train_time:27684701ms step_avg:720.84ms
step:38417/40500 train_loss:1.5332 aux_loss:0.0023 train_time:27685419ms step_avg:720.84ms
step:38418/40500 train_loss:1.5751 aux_loss:0.0022 train_time:27686140ms step_avg:720.84ms
step:38419/40500 train_loss:1.5599 aux_loss:0.0026 train_time:27686861ms step_avg:720.84ms
step:38420/40500 train_loss:1.4800 aux_loss:0.0023 train_time:27687580ms step_avg:720.84ms
step:38421/40500 train_loss:1.5326 aux_loss:0.0023 train_time:27688302ms step_avg:720.84ms
step:38422/40500 train_loss:1.5851 aux_loss:0.0055 train_time:27689021ms step_avg:720.84ms
step:38423/40500 train_loss:1.5249 aux_loss:0.0024 train_time:27689740ms step_avg:720.84ms
step:38424/40500 train_loss:1.5353 aux_loss:0.0023 train_time:27690460ms step_avg:720.84ms
step:38425/40500 train_loss:1.5544 aux_loss:0.0023 train_time:27691180ms step_avg:720.84ms
step:38426/40500 train_loss:1.4714 aux_loss:0.0023 train_time:27691898ms step_avg:720.84ms
step:38427/40500 train_loss:1.5723 aux_loss:0.0023 train_time:27692618ms step_avg:720.84ms
step:38428/40500 train_loss:1.5548 aux_loss:0.0024 train_time:27693340ms step_avg:720.84ms
step:38429/40500 train_loss:1.5856 aux_loss:0.0024 train_time:27694058ms step_avg:720.84ms
step:38430/40500 train_loss:1.5295 aux_loss:0.0021 train_time:27694777ms step_avg:720.84ms
step:38431/40500 train_loss:1.5293 aux_loss:0.0023 train_time:27695497ms step_avg:720.84ms
step:38432/40500 train_loss:1.5815 aux_loss:0.0023 train_time:27696217ms step_avg:720.84ms
step:38433/40500 train_loss:1.5332 aux_loss:0.0028 train_time:27696937ms step_avg:720.84ms
step:38434/40500 train_loss:1.5143 aux_loss:0.0025 train_time:27697657ms step_avg:720.84ms
step:38435/40500 train_loss:1.5353 aux_loss:0.0031 train_time:27698380ms step_avg:720.84ms
step:38436/40500 train_loss:1.4929 aux_loss:0.0022 train_time:27699098ms step_avg:720.84ms
step:38437/40500 train_loss:1.5158 aux_loss:0.0022 train_time:27699816ms step_avg:720.84ms
step:38438/40500 train_loss:1.5110 aux_loss:0.0025 train_time:27700535ms step_avg:720.84ms
step:38439/40500 train_loss:1.5016 aux_loss:0.0025 train_time:27701255ms step_avg:720.84ms
step:38440/40500 train_loss:1.4821 aux_loss:0.0025 train_time:27701975ms step_avg:720.84ms
step:38441/40500 train_loss:1.5823 aux_loss:0.0026 train_time:27702693ms step_avg:720.84ms
step:38442/40500 train_loss:1.5091 aux_loss:0.0026 train_time:27703414ms step_avg:720.84ms
step:38443/40500 train_loss:1.5719 aux_loss:0.0025 train_time:27704134ms step_avg:720.84ms
step:38444/40500 train_loss:1.5206 aux_loss:0.0024 train_time:27704853ms step_avg:720.84ms
step:38445/40500 train_loss:1.5961 aux_loss:0.0023 train_time:27705572ms step_avg:720.84ms
step:38446/40500 train_loss:1.5632 aux_loss:0.0025 train_time:27706293ms step_avg:720.84ms
step:38447/40500 train_loss:1.5307 aux_loss:0.0023 train_time:27707012ms step_avg:720.84ms
step:38448/40500 train_loss:1.5277 aux_loss:0.0024 train_time:27707733ms step_avg:720.84ms
step:38449/40500 train_loss:1.5185 aux_loss:0.0030 train_time:27708450ms step_avg:720.84ms
step:38450/40500 train_loss:1.5138 aux_loss:0.0022 train_time:27709168ms step_avg:720.84ms
step:38451/40500 train_loss:1.5858 aux_loss:0.0022 train_time:27709888ms step_avg:720.84ms
step:38452/40500 train_loss:1.5057 aux_loss:0.0023 train_time:27710606ms step_avg:720.84ms
step:38453/40500 train_loss:1.5456 aux_loss:0.0024 train_time:27711324ms step_avg:720.84ms
step:38454/40500 train_loss:1.5972 aux_loss:0.0025 train_time:27712045ms step_avg:720.84ms
step:38455/40500 train_loss:1.5960 aux_loss:0.0027 train_time:27712764ms step_avg:720.84ms
step:38456/40500 train_loss:1.5327 aux_loss:0.0026 train_time:27713483ms step_avg:720.84ms
step:38457/40500 train_loss:1.5689 aux_loss:0.0024 train_time:27714202ms step_avg:720.84ms
step:38458/40500 train_loss:1.6042 aux_loss:0.0023 train_time:27714921ms step_avg:720.84ms
step:38459/40500 train_loss:1.5568 aux_loss:0.0025 train_time:27715640ms step_avg:720.84ms
step:38460/40500 train_loss:1.4856 aux_loss:0.0024 train_time:27716359ms step_avg:720.84ms
step:38461/40500 train_loss:1.5255 aux_loss:0.0022 train_time:27717078ms step_avg:720.84ms
step:38462/40500 train_loss:1.5240 aux_loss:0.0023 train_time:27717797ms step_avg:720.84ms
step:38463/40500 train_loss:1.5621 aux_loss:0.0023 train_time:27718514ms step_avg:720.84ms
step:38464/40500 train_loss:1.5477 aux_loss:0.0026 train_time:27719230ms step_avg:720.84ms
step:38465/40500 train_loss:1.5232 aux_loss:0.0023 train_time:27719950ms step_avg:720.84ms
step:38466/40500 train_loss:1.5481 aux_loss:0.0025 train_time:27720670ms step_avg:720.84ms
step:38467/40500 train_loss:1.5515 aux_loss:0.0022 train_time:27721390ms step_avg:720.84ms
step:38468/40500 train_loss:1.5467 aux_loss:0.0023 train_time:27722109ms step_avg:720.84ms
step:38469/40500 train_loss:1.5564 aux_loss:0.0023 train_time:27722827ms step_avg:720.84ms
step:38470/40500 train_loss:1.4770 aux_loss:0.0023 train_time:27723547ms step_avg:720.84ms
step:38471/40500 train_loss:1.5163 aux_loss:0.0025 train_time:27724267ms step_avg:720.84ms
step:38472/40500 train_loss:1.5250 aux_loss:0.0024 train_time:27724984ms step_avg:720.84ms
step:38473/40500 train_loss:1.5241 aux_loss:0.0028 train_time:27725705ms step_avg:720.84ms
step:38474/40500 train_loss:1.5523 aux_loss:0.0024 train_time:27726426ms step_avg:720.84ms
step:38475/40500 train_loss:1.5334 aux_loss:0.0025 train_time:27727144ms step_avg:720.84ms
step:38476/40500 train_loss:1.5734 aux_loss:0.0024 train_time:27727863ms step_avg:720.84ms
step:38477/40500 train_loss:1.5090 aux_loss:0.0023 train_time:27728583ms step_avg:720.84ms
step:38478/40500 train_loss:1.5239 aux_loss:0.0024 train_time:27729303ms step_avg:720.84ms
step:38479/40500 train_loss:1.5492 aux_loss:0.0024 train_time:27730023ms step_avg:720.84ms
step:38480/40500 train_loss:1.5739 aux_loss:0.0024 train_time:27730744ms step_avg:720.84ms
step:38481/40500 train_loss:1.5674 aux_loss:0.0022 train_time:27731461ms step_avg:720.84ms
step:38482/40500 train_loss:1.5092 aux_loss:0.0022 train_time:27732178ms step_avg:720.84ms
step:38483/40500 train_loss:1.5179 aux_loss:0.0022 train_time:27732896ms step_avg:720.84ms
step:38484/40500 train_loss:1.5593 aux_loss:0.0023 train_time:27733615ms step_avg:720.84ms
step:38485/40500 train_loss:1.5881 aux_loss:0.0023 train_time:27734334ms step_avg:720.84ms
step:38486/40500 train_loss:1.5726 aux_loss:0.0026 train_time:27735052ms step_avg:720.84ms
step:38487/40500 train_loss:1.5507 aux_loss:0.0023 train_time:27735770ms step_avg:720.84ms
step:38488/40500 train_loss:1.5336 aux_loss:0.0024 train_time:27736489ms step_avg:720.84ms
step:38489/40500 train_loss:1.5327 aux_loss:0.0024 train_time:27737207ms step_avg:720.84ms
step:38490/40500 train_loss:1.5537 aux_loss:0.0023 train_time:27737925ms step_avg:720.84ms
step:38491/40500 train_loss:1.5448 aux_loss:0.0022 train_time:27738645ms step_avg:720.84ms
step:38492/40500 train_loss:1.5072 aux_loss:0.0025 train_time:27739364ms step_avg:720.84ms
step:38493/40500 train_loss:1.5184 aux_loss:0.0024 train_time:27740084ms step_avg:720.84ms
step:38494/40500 train_loss:1.5825 aux_loss:0.0026 train_time:27740804ms step_avg:720.84ms
step:38495/40500 train_loss:1.5321 aux_loss:0.0024 train_time:27741524ms step_avg:720.84ms
step:38496/40500 train_loss:1.5258 aux_loss:0.0023 train_time:27742243ms step_avg:720.84ms
step:38497/40500 train_loss:1.5480 aux_loss:0.0022 train_time:27742964ms step_avg:720.84ms
step:38498/40500 train_loss:1.5569 aux_loss:0.0024 train_time:27743684ms step_avg:720.84ms
step:38499/40500 train_loss:1.5415 aux_loss:0.0024 train_time:27744404ms step_avg:720.84ms
step:38500/40500 train_loss:1.5381 aux_loss:0.0024 train_time:27745124ms step_avg:720.84ms
step:38501/40500 train_loss:1.5460 aux_loss:0.0025 train_time:27745844ms step_avg:720.84ms
step:38502/40500 train_loss:1.5321 aux_loss:0.0025 train_time:27746563ms step_avg:720.84ms
step:38503/40500 train_loss:1.5348 aux_loss:0.0025 train_time:27747282ms step_avg:720.84ms
step:38504/40500 train_loss:1.5677 aux_loss:0.0027 train_time:27748003ms step_avg:720.84ms
step:38505/40500 train_loss:1.4876 aux_loss:0.0026 train_time:27748723ms step_avg:720.84ms
step:38506/40500 train_loss:1.5306 aux_loss:0.0022 train_time:27749443ms step_avg:720.84ms
step:38507/40500 train_loss:1.5552 aux_loss:0.0023 train_time:27750163ms step_avg:720.84ms
step:38508/40500 train_loss:1.4971 aux_loss:0.0022 train_time:27750882ms step_avg:720.84ms
step:38509/40500 train_loss:1.5199 aux_loss:0.0024 train_time:27751602ms step_avg:720.84ms
step:38510/40500 train_loss:1.5571 aux_loss:0.0022 train_time:27752321ms step_avg:720.84ms
step:38511/40500 train_loss:1.4733 aux_loss:0.0025 train_time:27753042ms step_avg:720.84ms
step:38512/40500 train_loss:1.4666 aux_loss:0.0023 train_time:27753762ms step_avg:720.84ms
step:38513/40500 train_loss:1.5305 aux_loss:0.0023 train_time:27754481ms step_avg:720.84ms
step:38514/40500 train_loss:1.5075 aux_loss:0.0026 train_time:27755200ms step_avg:720.84ms
step:38515/40500 train_loss:1.5674 aux_loss:0.0022 train_time:27755919ms step_avg:720.84ms
step:38516/40500 train_loss:1.5575 aux_loss:0.0023 train_time:27756638ms step_avg:720.84ms
step:38517/40500 train_loss:1.5505 aux_loss:0.0025 train_time:27757356ms step_avg:720.84ms
step:38518/40500 train_loss:1.4850 aux_loss:0.0025 train_time:27758076ms step_avg:720.84ms
step:38519/40500 train_loss:1.6037 aux_loss:0.0025 train_time:27758795ms step_avg:720.84ms
step:38520/40500 train_loss:1.4871 aux_loss:0.0024 train_time:27759511ms step_avg:720.84ms
step:38521/40500 train_loss:1.5641 aux_loss:0.0026 train_time:27760230ms step_avg:720.84ms
step:38522/40500 train_loss:1.5810 aux_loss:0.0025 train_time:27760950ms step_avg:720.84ms
step:38523/40500 train_loss:1.5346 aux_loss:0.0026 train_time:27761667ms step_avg:720.84ms
step:38524/40500 train_loss:1.5427 aux_loss:0.0024 train_time:27762385ms step_avg:720.84ms
step:38525/40500 train_loss:1.5777 aux_loss:0.0026 train_time:27763103ms step_avg:720.84ms
step:38526/40500 train_loss:1.5594 aux_loss:0.0023 train_time:27763821ms step_avg:720.84ms
step:38527/40500 train_loss:1.4865 aux_loss:0.0023 train_time:27764539ms step_avg:720.84ms
step:38528/40500 train_loss:1.5445 aux_loss:0.0021 train_time:27765261ms step_avg:720.84ms
step:38529/40500 train_loss:1.5304 aux_loss:0.0024 train_time:27765980ms step_avg:720.84ms
step:38530/40500 train_loss:1.5376 aux_loss:0.0024 train_time:27766700ms step_avg:720.84ms
step:38531/40500 train_loss:1.6193 aux_loss:0.0024 train_time:27767418ms step_avg:720.84ms
step:38532/40500 train_loss:1.5076 aux_loss:0.0022 train_time:27768138ms step_avg:720.84ms
step:38533/40500 train_loss:1.5866 aux_loss:0.0023 train_time:27768857ms step_avg:720.84ms
step:38534/40500 train_loss:1.5433 aux_loss:0.0029 train_time:27769575ms step_avg:720.84ms
step:38535/40500 train_loss:1.5213 aux_loss:0.0022 train_time:27770294ms step_avg:720.84ms
step:38536/40500 train_loss:1.5113 aux_loss:0.0025 train_time:27771011ms step_avg:720.84ms
step:38537/40500 train_loss:1.5633 aux_loss:0.0025 train_time:27771730ms step_avg:720.84ms
step:38538/40500 train_loss:1.5385 aux_loss:0.0024 train_time:27772450ms step_avg:720.84ms
step:38539/40500 train_loss:1.5717 aux_loss:0.0022 train_time:27773169ms step_avg:720.84ms
step:38540/40500 train_loss:1.5336 aux_loss:0.0026 train_time:27773887ms step_avg:720.84ms
step:38541/40500 train_loss:1.5567 aux_loss:0.0023 train_time:27774606ms step_avg:720.84ms
step:38542/40500 train_loss:1.5621 aux_loss:0.0024 train_time:27775325ms step_avg:720.84ms
step:38543/40500 train_loss:1.5493 aux_loss:0.0023 train_time:27776042ms step_avg:720.84ms
step:38544/40500 train_loss:1.5593 aux_loss:0.0023 train_time:27776760ms step_avg:720.84ms
step:38545/40500 train_loss:1.5703 aux_loss:0.0026 train_time:27777479ms step_avg:720.84ms
step:38546/40500 train_loss:1.5563 aux_loss:0.0024 train_time:27778197ms step_avg:720.84ms
step:38547/40500 train_loss:1.5338 aux_loss:0.0023 train_time:27778915ms step_avg:720.84ms
step:38548/40500 train_loss:1.5546 aux_loss:0.0025 train_time:27779635ms step_avg:720.84ms
step:38549/40500 train_loss:1.5097 aux_loss:0.0025 train_time:27780355ms step_avg:720.84ms
step:38550/40500 train_loss:1.5877 aux_loss:0.0024 train_time:27781073ms step_avg:720.84ms
step:38551/40500 train_loss:1.5443 aux_loss:0.0023 train_time:27781794ms step_avg:720.84ms
step:38552/40500 train_loss:1.5520 aux_loss:0.0023 train_time:27782513ms step_avg:720.84ms
step:38553/40500 train_loss:1.5844 aux_loss:0.0024 train_time:27783232ms step_avg:720.84ms
step:38554/40500 train_loss:1.5692 aux_loss:0.0025 train_time:27783952ms step_avg:720.84ms
step:38555/40500 train_loss:1.5481 aux_loss:0.0023 train_time:27784673ms step_avg:720.84ms
step:38556/40500 train_loss:1.6319 aux_loss:0.0023 train_time:27785393ms step_avg:720.84ms
step:38557/40500 train_loss:1.5210 aux_loss:0.0023 train_time:27786111ms step_avg:720.84ms
step:38558/40500 train_loss:1.5547 aux_loss:0.0024 train_time:27786830ms step_avg:720.84ms
step:38559/40500 train_loss:1.5251 aux_loss:0.0025 train_time:27787552ms step_avg:720.84ms
step:38560/40500 train_loss:1.4883 aux_loss:0.0025 train_time:27788272ms step_avg:720.84ms
step:38561/40500 train_loss:1.5551 aux_loss:0.0025 train_time:27788990ms step_avg:720.84ms
step:38562/40500 train_loss:1.4977 aux_loss:0.0023 train_time:27789711ms step_avg:720.84ms
step:38563/40500 train_loss:1.5749 aux_loss:0.0023 train_time:27790431ms step_avg:720.84ms
step:38564/40500 train_loss:1.5948 aux_loss:0.0024 train_time:27791148ms step_avg:720.84ms
step:38565/40500 train_loss:1.5536 aux_loss:0.0024 train_time:27791869ms step_avg:720.84ms
step:38566/40500 train_loss:1.5916 aux_loss:0.0022 train_time:27792587ms step_avg:720.84ms
step:38567/40500 train_loss:1.5459 aux_loss:0.0022 train_time:27793306ms step_avg:720.84ms
step:38568/40500 train_loss:1.5539 aux_loss:0.0024 train_time:27794024ms step_avg:720.84ms
step:38569/40500 train_loss:1.6048 aux_loss:0.0024 train_time:27794742ms step_avg:720.84ms
step:38570/40500 train_loss:1.5274 aux_loss:0.0025 train_time:27795462ms step_avg:720.84ms
step:38571/40500 train_loss:1.5378 aux_loss:0.0023 train_time:27796181ms step_avg:720.84ms
step:38572/40500 train_loss:1.5417 aux_loss:0.0024 train_time:27796901ms step_avg:720.84ms
step:38573/40500 train_loss:1.5683 aux_loss:0.0023 train_time:27797620ms step_avg:720.84ms
step:38574/40500 train_loss:1.5467 aux_loss:0.0023 train_time:27798338ms step_avg:720.84ms
step:38575/40500 train_loss:1.5008 aux_loss:0.0024 train_time:27799058ms step_avg:720.84ms
step:38576/40500 train_loss:1.4798 aux_loss:0.0025 train_time:27799774ms step_avg:720.84ms
step:38577/40500 train_loss:1.5113 aux_loss:0.0024 train_time:27800492ms step_avg:720.84ms
step:38578/40500 train_loss:1.5468 aux_loss:0.0023 train_time:27801210ms step_avg:720.84ms
step:38579/40500 train_loss:1.5468 aux_loss:0.0022 train_time:27801929ms step_avg:720.84ms
step:38580/40500 train_loss:1.5213 aux_loss:0.0022 train_time:27802648ms step_avg:720.84ms
step:38581/40500 train_loss:1.5655 aux_loss:0.0023 train_time:27803365ms step_avg:720.84ms
step:38582/40500 train_loss:1.5196 aux_loss:0.0023 train_time:27804085ms step_avg:720.84ms
step:38583/40500 train_loss:1.5002 aux_loss:0.0023 train_time:27804806ms step_avg:720.84ms
step:38584/40500 train_loss:1.5127 aux_loss:0.0023 train_time:27805526ms step_avg:720.84ms
step:38585/40500 train_loss:1.5463 aux_loss:0.0025 train_time:27806245ms step_avg:720.84ms
step:38586/40500 train_loss:1.6262 aux_loss:0.0038 train_time:27806963ms step_avg:720.84ms
step:38587/40500 train_loss:1.5696 aux_loss:0.0027 train_time:27807684ms step_avg:720.84ms
step:38588/40500 train_loss:1.5260 aux_loss:0.0026 train_time:27808403ms step_avg:720.84ms
step:38589/40500 train_loss:1.5456 aux_loss:0.0023 train_time:27809123ms step_avg:720.84ms
step:38590/40500 train_loss:1.5837 aux_loss:0.0023 train_time:27809845ms step_avg:720.84ms
step:38591/40500 train_loss:1.5354 aux_loss:0.0024 train_time:27810564ms step_avg:720.84ms
step:38592/40500 train_loss:1.5375 aux_loss:0.0023 train_time:27811285ms step_avg:720.84ms
step:38593/40500 train_loss:1.5394 aux_loss:0.0024 train_time:27812004ms step_avg:720.84ms
step:38594/40500 train_loss:1.5134 aux_loss:0.0023 train_time:27812725ms step_avg:720.84ms
step:38595/40500 train_loss:1.5175 aux_loss:0.0023 train_time:27813442ms step_avg:720.84ms
step:38596/40500 train_loss:1.6356 aux_loss:0.0024 train_time:27814162ms step_avg:720.84ms
step:38597/40500 train_loss:1.4817 aux_loss:0.0024 train_time:27814881ms step_avg:720.84ms
step:38598/40500 train_loss:1.5472 aux_loss:0.0023 train_time:27815601ms step_avg:720.84ms
step:38599/40500 train_loss:1.5501 aux_loss:0.0027 train_time:27816321ms step_avg:720.84ms
step:38600/40500 train_loss:1.4727 aux_loss:0.0024 train_time:27817041ms step_avg:720.84ms
step:38601/40500 train_loss:1.5777 aux_loss:0.0025 train_time:27817759ms step_avg:720.84ms
step:38602/40500 train_loss:1.5233 aux_loss:0.0026 train_time:27818477ms step_avg:720.84ms
step:38603/40500 train_loss:1.5442 aux_loss:0.0025 train_time:27819198ms step_avg:720.84ms
step:38604/40500 train_loss:1.6190 aux_loss:0.0026 train_time:27819915ms step_avg:720.84ms
step:38605/40500 train_loss:1.5019 aux_loss:0.0024 train_time:27820638ms step_avg:720.84ms
step:38606/40500 train_loss:1.5369 aux_loss:0.0021 train_time:27821358ms step_avg:720.84ms
step:38607/40500 train_loss:1.5958 aux_loss:0.0025 train_time:27822076ms step_avg:720.84ms
step:38608/40500 train_loss:1.5814 aux_loss:0.0022 train_time:27822796ms step_avg:720.84ms
step:38609/40500 train_loss:1.5615 aux_loss:0.0024 train_time:27823517ms step_avg:720.84ms
step:38610/40500 train_loss:1.4895 aux_loss:0.0034 train_time:27824237ms step_avg:720.84ms
step:38611/40500 train_loss:1.5925 aux_loss:0.0023 train_time:27824957ms step_avg:720.84ms
step:38612/40500 train_loss:1.5610 aux_loss:0.0024 train_time:27825677ms step_avg:720.84ms
step:38613/40500 train_loss:1.5707 aux_loss:0.0028 train_time:27826397ms step_avg:720.84ms
step:38614/40500 train_loss:1.5155 aux_loss:0.0024 train_time:27827116ms step_avg:720.84ms
step:38615/40500 train_loss:1.5400 aux_loss:0.0025 train_time:27827837ms step_avg:720.84ms
step:38616/40500 train_loss:1.5704 aux_loss:0.0026 train_time:27828555ms step_avg:720.83ms
step:38617/40500 train_loss:1.5869 aux_loss:0.0024 train_time:27829274ms step_avg:720.83ms
step:38618/40500 train_loss:1.4906 aux_loss:0.0023 train_time:27829994ms step_avg:720.83ms
step:38619/40500 train_loss:1.5687 aux_loss:0.0026 train_time:27830713ms step_avg:720.83ms
step:38620/40500 train_loss:1.5721 aux_loss:0.0023 train_time:27831433ms step_avg:720.83ms
step:38621/40500 train_loss:1.4939 aux_loss:0.0024 train_time:27832152ms step_avg:720.83ms
step:38622/40500 train_loss:1.5045 aux_loss:0.0023 train_time:27832871ms step_avg:720.83ms
step:38623/40500 train_loss:1.5252 aux_loss:0.0024 train_time:27833589ms step_avg:720.83ms
step:38624/40500 train_loss:1.5792 aux_loss:0.0024 train_time:27834309ms step_avg:720.83ms
step:38625/40500 train_loss:1.5088 aux_loss:0.0025 train_time:27835028ms step_avg:720.83ms
step:38626/40500 train_loss:1.5459 aux_loss:0.0023 train_time:27835746ms step_avg:720.83ms
step:38627/40500 train_loss:1.5209 aux_loss:0.0041 train_time:27836465ms step_avg:720.83ms
step:38628/40500 train_loss:1.4828 aux_loss:0.0026 train_time:27837183ms step_avg:720.83ms
step:38629/40500 train_loss:1.5322 aux_loss:0.0024 train_time:27837901ms step_avg:720.83ms
step:38630/40500 train_loss:1.5724 aux_loss:0.0024 train_time:27838619ms step_avg:720.83ms
step:38631/40500 train_loss:1.5163 aux_loss:0.0024 train_time:27839338ms step_avg:720.83ms
step:38632/40500 train_loss:1.4969 aux_loss:0.0023 train_time:27840057ms step_avg:720.83ms
step:38633/40500 train_loss:1.4865 aux_loss:0.0024 train_time:27840777ms step_avg:720.83ms
step:38634/40500 train_loss:1.5216 aux_loss:0.0022 train_time:27841496ms step_avg:720.83ms
step:38635/40500 train_loss:1.5109 aux_loss:0.0023 train_time:27842217ms step_avg:720.83ms
step:38636/40500 train_loss:1.5362 aux_loss:0.0026 train_time:27842936ms step_avg:720.83ms
step:38637/40500 train_loss:1.5089 aux_loss:0.0025 train_time:27843654ms step_avg:720.83ms
step:38638/40500 train_loss:1.5017 aux_loss:0.0023 train_time:27844371ms step_avg:720.83ms
step:38639/40500 train_loss:1.5828 aux_loss:0.0024 train_time:27845090ms step_avg:720.83ms
step:38640/40500 train_loss:1.5026 aux_loss:0.0023 train_time:27845809ms step_avg:720.83ms
step:38641/40500 train_loss:1.6074 aux_loss:0.0024 train_time:27846529ms step_avg:720.83ms
step:38642/40500 train_loss:1.5686 aux_loss:0.0024 train_time:27847248ms step_avg:720.83ms
step:38643/40500 train_loss:1.5147 aux_loss:0.0025 train_time:27847967ms step_avg:720.83ms
step:38644/40500 train_loss:1.5631 aux_loss:0.0023 train_time:27848686ms step_avg:720.83ms
step:38645/40500 train_loss:1.6172 aux_loss:0.0024 train_time:27849408ms step_avg:720.83ms
step:38646/40500 train_loss:1.5300 aux_loss:0.0027 train_time:27850127ms step_avg:720.83ms
step:38647/40500 train_loss:1.4743 aux_loss:0.0024 train_time:27850845ms step_avg:720.83ms
step:38648/40500 train_loss:1.5150 aux_loss:0.0024 train_time:27851564ms step_avg:720.83ms
step:38649/40500 train_loss:1.5079 aux_loss:0.0026 train_time:27852283ms step_avg:720.83ms
step:38650/40500 train_loss:1.5380 aux_loss:0.0023 train_time:27853001ms step_avg:720.83ms
step:38651/40500 train_loss:1.5168 aux_loss:0.0024 train_time:27853718ms step_avg:720.83ms
step:38652/40500 train_loss:1.5518 aux_loss:0.0024 train_time:27854436ms step_avg:720.83ms
step:38653/40500 train_loss:1.5036 aux_loss:0.0024 train_time:27855154ms step_avg:720.83ms
step:38654/40500 train_loss:1.5328 aux_loss:0.0023 train_time:27855873ms step_avg:720.83ms
step:38655/40500 train_loss:1.5378 aux_loss:0.0025 train_time:27856592ms step_avg:720.83ms
step:38656/40500 train_loss:1.5355 aux_loss:0.0022 train_time:27857312ms step_avg:720.83ms
step:38657/40500 train_loss:1.5075 aux_loss:0.0024 train_time:27858032ms step_avg:720.83ms
step:38658/40500 train_loss:1.5264 aux_loss:0.0023 train_time:27858751ms step_avg:720.83ms
step:38659/40500 train_loss:1.5353 aux_loss:0.0023 train_time:27859472ms step_avg:720.83ms
step:38660/40500 train_loss:1.5327 aux_loss:0.0024 train_time:27860190ms step_avg:720.83ms
step:38661/40500 train_loss:1.5278 aux_loss:0.0024 train_time:27860908ms step_avg:720.83ms
step:38662/40500 train_loss:1.5571 aux_loss:0.0024 train_time:27861627ms step_avg:720.83ms
step:38663/40500 train_loss:1.4775 aux_loss:0.0025 train_time:27862347ms step_avg:720.83ms
step:38664/40500 train_loss:1.4956 aux_loss:0.0026 train_time:27863066ms step_avg:720.83ms
step:38665/40500 train_loss:1.5289 aux_loss:0.0024 train_time:27863783ms step_avg:720.83ms
step:38666/40500 train_loss:1.5815 aux_loss:0.0023 train_time:27864504ms step_avg:720.83ms
step:38667/40500 train_loss:1.5567 aux_loss:0.0024 train_time:27865223ms step_avg:720.83ms
step:38668/40500 train_loss:1.5147 aux_loss:0.0023 train_time:27865941ms step_avg:720.83ms
step:38669/40500 train_loss:1.5524 aux_loss:0.0023 train_time:27866660ms step_avg:720.83ms
step:38670/40500 train_loss:1.5747 aux_loss:0.0022 train_time:27867379ms step_avg:720.83ms
step:38671/40500 train_loss:1.5631 aux_loss:0.0025 train_time:27868099ms step_avg:720.83ms
step:38672/40500 train_loss:1.5216 aux_loss:0.0022 train_time:27868820ms step_avg:720.83ms
step:38673/40500 train_loss:1.5578 aux_loss:0.0023 train_time:27869540ms step_avg:720.83ms
step:38674/40500 train_loss:1.5038 aux_loss:0.0024 train_time:27870259ms step_avg:720.83ms
step:38675/40500 train_loss:1.5678 aux_loss:0.0023 train_time:27870979ms step_avg:720.83ms
step:38676/40500 train_loss:1.5297 aux_loss:0.0026 train_time:27871697ms step_avg:720.83ms
step:38677/40500 train_loss:1.6171 aux_loss:0.0023 train_time:27872417ms step_avg:720.83ms
step:38678/40500 train_loss:1.5776 aux_loss:0.0025 train_time:27873136ms step_avg:720.83ms
step:38679/40500 train_loss:1.5335 aux_loss:0.0025 train_time:27873852ms step_avg:720.83ms
step:38680/40500 train_loss:1.5399 aux_loss:0.0022 train_time:27874570ms step_avg:720.83ms
step:38681/40500 train_loss:1.4830 aux_loss:0.0024 train_time:27875291ms step_avg:720.83ms
step:38682/40500 train_loss:1.5006 aux_loss:0.0025 train_time:27876008ms step_avg:720.83ms
step:38683/40500 train_loss:1.5250 aux_loss:0.0026 train_time:27876728ms step_avg:720.83ms
step:38684/40500 train_loss:1.5464 aux_loss:0.0023 train_time:27877447ms step_avg:720.83ms
step:38685/40500 train_loss:1.5351 aux_loss:0.0024 train_time:27878167ms step_avg:720.83ms
step:38686/40500 train_loss:1.4752 aux_loss:0.0025 train_time:27878884ms step_avg:720.83ms
step:38687/40500 train_loss:1.5531 aux_loss:0.0027 train_time:27879603ms step_avg:720.83ms
step:38688/40500 train_loss:1.5074 aux_loss:0.0027 train_time:27880321ms step_avg:720.83ms
step:38689/40500 train_loss:1.5098 aux_loss:0.0024 train_time:27881038ms step_avg:720.83ms
step:38690/40500 train_loss:1.5544 aux_loss:0.0024 train_time:27881757ms step_avg:720.83ms
step:38691/40500 train_loss:1.5469 aux_loss:0.0022 train_time:27882477ms step_avg:720.83ms
step:38692/40500 train_loss:1.5768 aux_loss:0.0024 train_time:27883194ms step_avg:720.83ms
step:38693/40500 train_loss:1.5684 aux_loss:0.0026 train_time:27883912ms step_avg:720.83ms
step:38694/40500 train_loss:1.5274 aux_loss:0.0022 train_time:27884630ms step_avg:720.83ms
step:38695/40500 train_loss:1.5516 aux_loss:0.0022 train_time:27885349ms step_avg:720.83ms
step:38696/40500 train_loss:1.5547 aux_loss:0.0023 train_time:27886065ms step_avg:720.83ms
step:38697/40500 train_loss:1.5430 aux_loss:0.0024 train_time:27886786ms step_avg:720.83ms
step:38698/40500 train_loss:1.4700 aux_loss:0.0024 train_time:27887506ms step_avg:720.83ms
step:38699/40500 train_loss:1.5366 aux_loss:0.0024 train_time:27888225ms step_avg:720.83ms
step:38700/40500 train_loss:1.5680 aux_loss:0.0022 train_time:27888943ms step_avg:720.83ms
step:38701/40500 train_loss:1.5803 aux_loss:0.0022 train_time:27889662ms step_avg:720.83ms
step:38702/40500 train_loss:1.5130 aux_loss:0.0030 train_time:27890382ms step_avg:720.83ms
step:38703/40500 train_loss:1.5415 aux_loss:0.0023 train_time:27891102ms step_avg:720.83ms
step:38704/40500 train_loss:1.5532 aux_loss:0.0023 train_time:27891823ms step_avg:720.83ms
step:38705/40500 train_loss:1.5528 aux_loss:0.0024 train_time:27892545ms step_avg:720.83ms
step:38706/40500 train_loss:1.5465 aux_loss:0.0023 train_time:27893264ms step_avg:720.83ms
step:38707/40500 train_loss:1.5536 aux_loss:0.0023 train_time:27893983ms step_avg:720.83ms
step:38708/40500 train_loss:1.5529 aux_loss:0.0022 train_time:27894702ms step_avg:720.83ms
step:38709/40500 train_loss:1.5223 aux_loss:0.0024 train_time:27895423ms step_avg:720.83ms
step:38710/40500 train_loss:1.5643 aux_loss:0.0023 train_time:27896141ms step_avg:720.83ms
step:38711/40500 train_loss:1.5832 aux_loss:0.0023 train_time:27896860ms step_avg:720.83ms
step:38712/40500 train_loss:1.4674 aux_loss:0.0023 train_time:27897579ms step_avg:720.83ms
step:38713/40500 train_loss:1.5735 aux_loss:0.0027 train_time:27898299ms step_avg:720.83ms
step:38714/40500 train_loss:1.4794 aux_loss:0.0024 train_time:27899017ms step_avg:720.83ms
step:38715/40500 train_loss:1.6050 aux_loss:0.0025 train_time:27899737ms step_avg:720.83ms
step:38716/40500 train_loss:1.5390 aux_loss:0.0024 train_time:27900457ms step_avg:720.83ms
step:38717/40500 train_loss:1.5478 aux_loss:0.0022 train_time:27901178ms step_avg:720.83ms
step:38718/40500 train_loss:1.5464 aux_loss:0.0022 train_time:27901896ms step_avg:720.83ms
step:38719/40500 train_loss:1.5465 aux_loss:0.0023 train_time:27902615ms step_avg:720.83ms
step:38720/40500 train_loss:1.5553 aux_loss:0.0022 train_time:27903334ms step_avg:720.83ms
step:38721/40500 train_loss:1.5334 aux_loss:0.0024 train_time:27904051ms step_avg:720.83ms
step:38722/40500 train_loss:1.5509 aux_loss:0.0024 train_time:27904770ms step_avg:720.83ms
step:38723/40500 train_loss:1.4971 aux_loss:0.0025 train_time:27905490ms step_avg:720.83ms
step:38724/40500 train_loss:1.5287 aux_loss:0.0023 train_time:27906209ms step_avg:720.83ms
step:38725/40500 train_loss:1.5499 aux_loss:0.0023 train_time:27906927ms step_avg:720.83ms
step:38726/40500 train_loss:1.5654 aux_loss:0.0023 train_time:27907646ms step_avg:720.83ms
step:38727/40500 train_loss:1.5083 aux_loss:0.0022 train_time:27908363ms step_avg:720.83ms
step:38728/40500 train_loss:1.5484 aux_loss:0.0025 train_time:27909081ms step_avg:720.83ms
step:38729/40500 train_loss:1.5641 aux_loss:0.0028 train_time:27909800ms step_avg:720.83ms
step:38730/40500 train_loss:1.5476 aux_loss:0.0023 train_time:27910520ms step_avg:720.83ms
step:38731/40500 train_loss:1.5533 aux_loss:0.0022 train_time:27911241ms step_avg:720.83ms
step:38732/40500 train_loss:1.5921 aux_loss:0.0025 train_time:27911959ms step_avg:720.83ms
step:38733/40500 train_loss:1.5728 aux_loss:0.0026 train_time:27912677ms step_avg:720.83ms
step:38734/40500 train_loss:1.5068 aux_loss:0.0022 train_time:27913397ms step_avg:720.83ms
step:38735/40500 train_loss:1.5429 aux_loss:0.0026 train_time:27914119ms step_avg:720.83ms
step:38736/40500 train_loss:1.5291 aux_loss:0.0024 train_time:27914838ms step_avg:720.83ms
step:38737/40500 train_loss:1.4812 aux_loss:0.0025 train_time:27915558ms step_avg:720.83ms
step:38738/40500 train_loss:1.5205 aux_loss:0.0025 train_time:27916276ms step_avg:720.83ms
step:38739/40500 train_loss:1.5647 aux_loss:0.0025 train_time:27916996ms step_avg:720.83ms
step:38740/40500 train_loss:1.5605 aux_loss:0.0024 train_time:27917718ms step_avg:720.83ms
step:38741/40500 train_loss:1.5515 aux_loss:0.0024 train_time:27918435ms step_avg:720.83ms
step:38742/40500 train_loss:1.5320 aux_loss:0.0024 train_time:27919154ms step_avg:720.83ms
step:38743/40500 train_loss:1.5384 aux_loss:0.0022 train_time:27919874ms step_avg:720.83ms
step:38744/40500 train_loss:1.5595 aux_loss:0.0022 train_time:27920593ms step_avg:720.83ms
step:38745/40500 train_loss:1.5595 aux_loss:0.0024 train_time:27921310ms step_avg:720.83ms
step:38746/40500 train_loss:1.5497 aux_loss:0.0025 train_time:27922031ms step_avg:720.83ms
step:38747/40500 train_loss:1.5851 aux_loss:0.0023 train_time:27922750ms step_avg:720.83ms
step:38748/40500 train_loss:1.5251 aux_loss:0.0023 train_time:27923468ms step_avg:720.83ms
step:38749/40500 train_loss:1.4664 aux_loss:0.0026 train_time:27924188ms step_avg:720.83ms
step:38750/40500 train_loss:1.5120 aux_loss:0.0025 train_time:27924908ms step_avg:720.83ms
step:38751/40500 train_loss:1.5391 aux_loss:0.0023 train_time:27925629ms step_avg:720.83ms
step:38752/40500 train_loss:1.5435 aux_loss:0.0024 train_time:27926348ms step_avg:720.83ms
step:38753/40500 train_loss:1.5783 aux_loss:0.0026 train_time:27927066ms step_avg:720.83ms
step:38754/40500 train_loss:1.5233 aux_loss:0.0025 train_time:27927786ms step_avg:720.83ms
step:38755/40500 train_loss:1.4971 aux_loss:0.0026 train_time:27928504ms step_avg:720.83ms
step:38756/40500 train_loss:1.5028 aux_loss:0.0025 train_time:27929224ms step_avg:720.83ms
step:38757/40500 train_loss:1.5502 aux_loss:0.0023 train_time:27929943ms step_avg:720.83ms
step:38758/40500 train_loss:1.5040 aux_loss:0.0022 train_time:27930662ms step_avg:720.83ms
step:38759/40500 train_loss:1.4509 aux_loss:0.0023 train_time:27931379ms step_avg:720.83ms
step:38760/40500 train_loss:1.5337 aux_loss:0.0024 train_time:27932099ms step_avg:720.83ms
step:38761/40500 train_loss:1.5582 aux_loss:0.0030 train_time:27932817ms step_avg:720.83ms
step:38762/40500 train_loss:1.5242 aux_loss:0.0024 train_time:27933537ms step_avg:720.83ms
step:38763/40500 train_loss:1.5669 aux_loss:0.0023 train_time:27934255ms step_avg:720.83ms
step:38764/40500 train_loss:1.5047 aux_loss:0.0023 train_time:27934973ms step_avg:720.83ms
step:38765/40500 train_loss:1.5256 aux_loss:0.0025 train_time:27935693ms step_avg:720.83ms
step:38766/40500 train_loss:1.5039 aux_loss:0.0026 train_time:27936411ms step_avg:720.83ms
step:38767/40500 train_loss:1.5147 aux_loss:0.0023 train_time:27937129ms step_avg:720.83ms
step:38768/40500 train_loss:1.5637 aux_loss:0.0023 train_time:27937848ms step_avg:720.83ms
step:38769/40500 train_loss:1.5305 aux_loss:0.0028 train_time:27938564ms step_avg:720.83ms
step:38770/40500 train_loss:1.5767 aux_loss:0.0026 train_time:27939284ms step_avg:720.83ms
step:38771/40500 train_loss:1.5291 aux_loss:0.0024 train_time:27940004ms step_avg:720.83ms
step:38772/40500 train_loss:1.6083 aux_loss:0.0023 train_time:27940721ms step_avg:720.83ms
step:38773/40500 train_loss:1.5492 aux_loss:0.0023 train_time:27941442ms step_avg:720.83ms
step:38774/40500 train_loss:1.5609 aux_loss:0.0023 train_time:27942161ms step_avg:720.83ms
step:38775/40500 train_loss:1.5586 aux_loss:0.0027 train_time:27942880ms step_avg:720.83ms
step:38776/40500 train_loss:1.5330 aux_loss:0.0024 train_time:27943597ms step_avg:720.83ms
step:38777/40500 train_loss:1.5733 aux_loss:0.0025 train_time:27944317ms step_avg:720.83ms
step:38778/40500 train_loss:1.5474 aux_loss:0.0024 train_time:27945035ms step_avg:720.83ms
step:38779/40500 train_loss:1.6223 aux_loss:0.0024 train_time:27945755ms step_avg:720.83ms
step:38780/40500 train_loss:1.5511 aux_loss:0.0025 train_time:27946474ms step_avg:720.83ms
step:38781/40500 train_loss:1.4978 aux_loss:0.0024 train_time:27947191ms step_avg:720.83ms
step:38782/40500 train_loss:1.5534 aux_loss:0.0024 train_time:27947909ms step_avg:720.83ms
step:38783/40500 train_loss:1.5686 aux_loss:0.0025 train_time:27948627ms step_avg:720.83ms
step:38784/40500 train_loss:1.4813 aux_loss:0.0025 train_time:27949350ms step_avg:720.83ms
step:38785/40500 train_loss:1.5606 aux_loss:0.0024 train_time:27950067ms step_avg:720.83ms
step:38786/40500 train_loss:1.5148 aux_loss:0.0023 train_time:27950788ms step_avg:720.83ms
step:38787/40500 train_loss:1.5907 aux_loss:0.0023 train_time:27951509ms step_avg:720.83ms
step:38788/40500 train_loss:1.4984 aux_loss:0.0024 train_time:27952228ms step_avg:720.83ms
step:38789/40500 train_loss:1.5784 aux_loss:0.0026 train_time:27952947ms step_avg:720.83ms
step:38790/40500 train_loss:1.5123 aux_loss:0.0021 train_time:27953668ms step_avg:720.83ms
step:38791/40500 train_loss:1.5337 aux_loss:0.0022 train_time:27954388ms step_avg:720.83ms
step:38792/40500 train_loss:1.5498 aux_loss:0.0023 train_time:27955106ms step_avg:720.83ms
step:38793/40500 train_loss:1.5306 aux_loss:0.0025 train_time:27955826ms step_avg:720.83ms
step:38794/40500 train_loss:1.5562 aux_loss:0.0024 train_time:27956547ms step_avg:720.83ms
step:38795/40500 train_loss:1.5548 aux_loss:0.0028 train_time:27957266ms step_avg:720.83ms
step:38796/40500 train_loss:1.5606 aux_loss:0.0026 train_time:27957984ms step_avg:720.83ms
step:38797/40500 train_loss:1.6254 aux_loss:0.0023 train_time:27958704ms step_avg:720.83ms
step:38798/40500 train_loss:1.4884 aux_loss:0.0023 train_time:27959424ms step_avg:720.83ms
step:38799/40500 train_loss:1.5863 aux_loss:0.0022 train_time:27960144ms step_avg:720.83ms
step:38800/40500 train_loss:1.5477 aux_loss:0.0025 train_time:27960862ms step_avg:720.83ms
step:38801/40500 train_loss:1.5366 aux_loss:0.0030 train_time:27961583ms step_avg:720.83ms
step:38802/40500 train_loss:1.5328 aux_loss:0.0027 train_time:27962302ms step_avg:720.83ms
step:38803/40500 train_loss:1.5375 aux_loss:0.0025 train_time:27963022ms step_avg:720.83ms
step:38804/40500 train_loss:1.5140 aux_loss:0.0024 train_time:27963742ms step_avg:720.83ms
step:38805/40500 train_loss:1.5364 aux_loss:0.0025 train_time:27964461ms step_avg:720.83ms
step:38806/40500 train_loss:1.5148 aux_loss:0.0024 train_time:27965180ms step_avg:720.83ms
step:38807/40500 train_loss:1.5606 aux_loss:0.0027 train_time:27965899ms step_avg:720.83ms
step:38808/40500 train_loss:1.5038 aux_loss:0.0022 train_time:27966617ms step_avg:720.83ms
step:38809/40500 train_loss:1.5414 aux_loss:0.0026 train_time:27967344ms step_avg:720.83ms
step:38810/40500 train_loss:1.5773 aux_loss:0.0024 train_time:27968064ms step_avg:720.83ms
step:38811/40500 train_loss:1.5306 aux_loss:0.0025 train_time:27968782ms step_avg:720.83ms
step:38812/40500 train_loss:1.5236 aux_loss:0.0024 train_time:27969505ms step_avg:720.83ms
step:38813/40500 train_loss:1.5277 aux_loss:0.0028 train_time:27970223ms step_avg:720.83ms
step:38814/40500 train_loss:1.5613 aux_loss:0.0026 train_time:27970944ms step_avg:720.83ms
step:38815/40500 train_loss:1.5125 aux_loss:0.0023 train_time:27971662ms step_avg:720.83ms
step:38816/40500 train_loss:1.4825 aux_loss:0.0024 train_time:27972383ms step_avg:720.83ms
step:38817/40500 train_loss:1.5424 aux_loss:0.0024 train_time:27973101ms step_avg:720.83ms
step:38818/40500 train_loss:1.5442 aux_loss:0.0025 train_time:27973821ms step_avg:720.83ms
step:38819/40500 train_loss:1.4868 aux_loss:0.0024 train_time:27974541ms step_avg:720.83ms
step:38820/40500 train_loss:1.5346 aux_loss:0.0027 train_time:27975260ms step_avg:720.83ms
step:38821/40500 train_loss:1.4813 aux_loss:0.0025 train_time:27975979ms step_avg:720.83ms
step:38822/40500 train_loss:1.5544 aux_loss:0.0025 train_time:27976699ms step_avg:720.83ms
step:38823/40500 train_loss:1.6340 aux_loss:0.0024 train_time:27977419ms step_avg:720.83ms
step:38824/40500 train_loss:1.5605 aux_loss:0.0024 train_time:27978138ms step_avg:720.83ms
step:38825/40500 train_loss:1.5104 aux_loss:0.0023 train_time:27978857ms step_avg:720.83ms
step:38826/40500 train_loss:1.5340 aux_loss:0.0023 train_time:27979577ms step_avg:720.83ms
step:38827/40500 train_loss:1.5458 aux_loss:0.0023 train_time:27980298ms step_avg:720.83ms
step:38828/40500 train_loss:1.5164 aux_loss:0.0023 train_time:27981017ms step_avg:720.83ms
step:38829/40500 train_loss:1.5298 aux_loss:0.0022 train_time:27981737ms step_avg:720.83ms
step:38830/40500 train_loss:1.5310 aux_loss:0.0025 train_time:27982458ms step_avg:720.83ms
step:38831/40500 train_loss:1.4617 aux_loss:0.0024 train_time:27983177ms step_avg:720.83ms
step:38832/40500 train_loss:1.5322 aux_loss:0.0027 train_time:27983897ms step_avg:720.83ms
step:38833/40500 train_loss:1.5288 aux_loss:0.0023 train_time:27984616ms step_avg:720.83ms
step:38834/40500 train_loss:1.5101 aux_loss:0.0025 train_time:27985336ms step_avg:720.83ms
step:38835/40500 train_loss:1.5615 aux_loss:0.0028 train_time:27986053ms step_avg:720.83ms
step:38836/40500 train_loss:1.5715 aux_loss:0.0025 train_time:27986774ms step_avg:720.83ms
step:38837/40500 train_loss:1.5424 aux_loss:0.0022 train_time:27987493ms step_avg:720.83ms
step:38838/40500 train_loss:1.5468 aux_loss:0.0022 train_time:27988213ms step_avg:720.83ms
step:38839/40500 train_loss:1.5694 aux_loss:0.0022 train_time:27988934ms step_avg:720.83ms
step:38840/40500 train_loss:1.5211 aux_loss:0.0024 train_time:27989652ms step_avg:720.83ms
step:38841/40500 train_loss:1.5290 aux_loss:0.0025 train_time:27990372ms step_avg:720.83ms
step:38842/40500 train_loss:1.4979 aux_loss:0.0022 train_time:27991092ms step_avg:720.83ms
step:38843/40500 train_loss:1.5192 aux_loss:0.0022 train_time:27991813ms step_avg:720.83ms
step:38844/40500 train_loss:1.5925 aux_loss:0.0026 train_time:27992532ms step_avg:720.83ms
step:38845/40500 train_loss:1.5446 aux_loss:0.0024 train_time:27993250ms step_avg:720.83ms
step:38846/40500 train_loss:1.5304 aux_loss:0.0023 train_time:27993972ms step_avg:720.83ms
step:38847/40500 train_loss:1.5375 aux_loss:0.0026 train_time:27994691ms step_avg:720.83ms
step:38848/40500 train_loss:1.5779 aux_loss:0.0028 train_time:27995411ms step_avg:720.83ms
step:38849/40500 train_loss:1.5109 aux_loss:0.0022 train_time:27996133ms step_avg:720.83ms
step:38850/40500 train_loss:1.5647 aux_loss:0.0023 train_time:27996852ms step_avg:720.83ms
step:38851/40500 train_loss:1.5170 aux_loss:0.0026 train_time:27997570ms step_avg:720.83ms
step:38852/40500 train_loss:1.5306 aux_loss:0.0025 train_time:27998290ms step_avg:720.83ms
step:38853/40500 train_loss:1.5107 aux_loss:0.0023 train_time:27999011ms step_avg:720.83ms
step:38854/40500 train_loss:1.5303 aux_loss:0.0022 train_time:27999729ms step_avg:720.83ms
step:38855/40500 train_loss:1.4993 aux_loss:0.0023 train_time:28000450ms step_avg:720.83ms
step:38856/40500 train_loss:1.5765 aux_loss:0.0023 train_time:28001170ms step_avg:720.83ms
step:38857/40500 train_loss:1.5382 aux_loss:0.0024 train_time:28001890ms step_avg:720.83ms
step:38858/40500 train_loss:1.5470 aux_loss:0.0023 train_time:28002611ms step_avg:720.83ms
step:38859/40500 train_loss:1.5883 aux_loss:0.0025 train_time:28003333ms step_avg:720.83ms
step:38860/40500 train_loss:1.4973 aux_loss:0.0025 train_time:28004052ms step_avg:720.83ms
step:38861/40500 train_loss:1.5154 aux_loss:0.0024 train_time:28004770ms step_avg:720.82ms
step:38862/40500 train_loss:1.5220 aux_loss:0.0033 train_time:28005491ms step_avg:720.82ms
step:38863/40500 train_loss:1.5456 aux_loss:0.0026 train_time:28006211ms step_avg:720.82ms
step:38864/40500 train_loss:1.5134 aux_loss:0.0025 train_time:28006930ms step_avg:720.82ms
step:38865/40500 train_loss:1.6000 aux_loss:0.0026 train_time:28007652ms step_avg:720.82ms
step:38866/40500 train_loss:1.5233 aux_loss:0.0024 train_time:28008371ms step_avg:720.82ms
step:38867/40500 train_loss:1.5115 aux_loss:0.0022 train_time:28009091ms step_avg:720.82ms
step:38868/40500 train_loss:1.5212 aux_loss:0.0023 train_time:28009807ms step_avg:720.82ms
step:38869/40500 train_loss:1.5227 aux_loss:0.0024 train_time:28010527ms step_avg:720.82ms
step:38870/40500 train_loss:1.4857 aux_loss:0.0024 train_time:28011248ms step_avg:720.82ms
step:38871/40500 train_loss:1.5197 aux_loss:0.0023 train_time:28011969ms step_avg:720.82ms
step:38872/40500 train_loss:1.5633 aux_loss:0.0026 train_time:28012688ms step_avg:720.82ms
step:38873/40500 train_loss:1.5187 aux_loss:0.0025 train_time:28013407ms step_avg:720.82ms
step:38874/40500 train_loss:1.5195 aux_loss:0.0024 train_time:28014130ms step_avg:720.82ms
step:38875/40500 train_loss:1.5261 aux_loss:0.0027 train_time:28014851ms step_avg:720.82ms
step:38876/40500 train_loss:1.5387 aux_loss:0.0023 train_time:28015570ms step_avg:720.82ms
step:38877/40500 train_loss:1.4982 aux_loss:0.0023 train_time:28016288ms step_avg:720.82ms
step:38878/40500 train_loss:1.5552 aux_loss:0.0026 train_time:28017007ms step_avg:720.82ms
step:38879/40500 train_loss:1.5274 aux_loss:0.0022 train_time:28017725ms step_avg:720.82ms
step:38880/40500 train_loss:1.5081 aux_loss:0.0022 train_time:28018445ms step_avg:720.82ms
step:38881/40500 train_loss:1.5397 aux_loss:0.0022 train_time:28019164ms step_avg:720.82ms
step:38882/40500 train_loss:1.5159 aux_loss:0.0029 train_time:28019883ms step_avg:720.82ms
step:38883/40500 train_loss:1.5557 aux_loss:0.0023 train_time:28020601ms step_avg:720.82ms
step:38884/40500 train_loss:1.5758 aux_loss:0.0025 train_time:28021320ms step_avg:720.82ms
step:38885/40500 train_loss:1.5505 aux_loss:0.0022 train_time:28022042ms step_avg:720.82ms
step:38886/40500 train_loss:1.6051 aux_loss:0.0024 train_time:28022761ms step_avg:720.82ms
step:38887/40500 train_loss:1.5302 aux_loss:0.0024 train_time:28023481ms step_avg:720.82ms
step:38888/40500 train_loss:1.5707 aux_loss:0.0023 train_time:28024204ms step_avg:720.82ms
step:38889/40500 train_loss:1.5238 aux_loss:0.0022 train_time:28024923ms step_avg:720.82ms
step:38890/40500 train_loss:1.5660 aux_loss:0.0031 train_time:28025642ms step_avg:720.82ms
step:38891/40500 train_loss:1.5897 aux_loss:0.0026 train_time:28026362ms step_avg:720.82ms
step:38892/40500 train_loss:1.5303 aux_loss:0.0023 train_time:28027081ms step_avg:720.82ms
step:38893/40500 train_loss:1.5547 aux_loss:0.0023 train_time:28027800ms step_avg:720.82ms
step:38894/40500 train_loss:1.5446 aux_loss:0.0026 train_time:28028521ms step_avg:720.82ms
step:38895/40500 train_loss:1.4999 aux_loss:0.0024 train_time:28029238ms step_avg:720.82ms
step:38896/40500 train_loss:1.5373 aux_loss:0.0026 train_time:28029955ms step_avg:720.82ms
step:38897/40500 train_loss:1.5375 aux_loss:0.0025 train_time:28030675ms step_avg:720.82ms
step:38898/40500 train_loss:1.5291 aux_loss:0.0022 train_time:28031394ms step_avg:720.82ms
step:38899/40500 train_loss:1.5240 aux_loss:0.0022 train_time:28032114ms step_avg:720.82ms
step:38900/40500 train_loss:1.4796 aux_loss:0.0024 train_time:28032833ms step_avg:720.82ms
step:38901/40500 train_loss:1.5368 aux_loss:0.0022 train_time:28033551ms step_avg:720.82ms
step:38902/40500 train_loss:1.5112 aux_loss:0.0026 train_time:28034271ms step_avg:720.82ms
step:38903/40500 train_loss:1.5631 aux_loss:0.0024 train_time:28034988ms step_avg:720.82ms
step:38904/40500 train_loss:1.5273 aux_loss:0.0024 train_time:28035707ms step_avg:720.82ms
step:38905/40500 train_loss:1.5206 aux_loss:0.0023 train_time:28036426ms step_avg:720.82ms
step:38906/40500 train_loss:1.4923 aux_loss:0.0024 train_time:28037144ms step_avg:720.82ms
step:38907/40500 train_loss:1.5587 aux_loss:0.0025 train_time:28037863ms step_avg:720.82ms
step:38908/40500 train_loss:1.5547 aux_loss:0.0024 train_time:28038583ms step_avg:720.82ms
step:38909/40500 train_loss:1.5015 aux_loss:0.0029 train_time:28039302ms step_avg:720.82ms
step:38910/40500 train_loss:1.5852 aux_loss:0.0025 train_time:28040023ms step_avg:720.82ms
step:38911/40500 train_loss:1.4995 aux_loss:0.0024 train_time:28040743ms step_avg:720.82ms
step:38912/40500 train_loss:1.5389 aux_loss:0.0022 train_time:28041461ms step_avg:720.82ms
step:38913/40500 train_loss:1.5605 aux_loss:0.0024 train_time:28042181ms step_avg:720.82ms
step:38914/40500 train_loss:1.5400 aux_loss:0.0026 train_time:28042903ms step_avg:720.82ms
step:38915/40500 train_loss:1.5198 aux_loss:0.0023 train_time:28043623ms step_avg:720.82ms
step:38916/40500 train_loss:1.5035 aux_loss:0.0026 train_time:28044342ms step_avg:720.82ms
step:38917/40500 train_loss:1.5077 aux_loss:0.0025 train_time:28045061ms step_avg:720.82ms
step:38918/40500 train_loss:1.5201 aux_loss:0.0024 train_time:28045781ms step_avg:720.82ms
step:38919/40500 train_loss:1.6063 aux_loss:0.0025 train_time:28046499ms step_avg:720.82ms
step:38920/40500 train_loss:1.5335 aux_loss:0.0023 train_time:28047219ms step_avg:720.82ms
step:38921/40500 train_loss:1.5624 aux_loss:0.0024 train_time:28047938ms step_avg:720.82ms
step:38922/40500 train_loss:1.5838 aux_loss:0.0023 train_time:28048659ms step_avg:720.82ms
step:38923/40500 train_loss:1.5603 aux_loss:0.0024 train_time:28049378ms step_avg:720.82ms
step:38924/40500 train_loss:1.5624 aux_loss:0.0022 train_time:28050097ms step_avg:720.82ms
step:38925/40500 train_loss:1.4894 aux_loss:0.0023 train_time:28050816ms step_avg:720.82ms
step:38926/40500 train_loss:1.5508 aux_loss:0.0022 train_time:28051537ms step_avg:720.82ms
step:38927/40500 train_loss:1.5078 aux_loss:0.0023 train_time:28052255ms step_avg:720.82ms
step:38928/40500 train_loss:1.4933 aux_loss:0.0022 train_time:28052976ms step_avg:720.82ms
step:38929/40500 train_loss:1.4707 aux_loss:0.0024 train_time:28053696ms step_avg:720.82ms
step:38930/40500 train_loss:1.5045 aux_loss:0.0026 train_time:28054414ms step_avg:720.82ms
step:38931/40500 train_loss:1.5715 aux_loss:0.0024 train_time:28055134ms step_avg:720.82ms
step:38932/40500 train_loss:1.5342 aux_loss:0.0023 train_time:28055853ms step_avg:720.82ms
step:38933/40500 train_loss:1.5290 aux_loss:0.0028 train_time:28056572ms step_avg:720.82ms
step:38934/40500 train_loss:1.5421 aux_loss:0.0026 train_time:28057291ms step_avg:720.82ms
step:38935/40500 train_loss:1.5171 aux_loss:0.0023 train_time:28058008ms step_avg:720.82ms
step:38936/40500 train_loss:1.5403 aux_loss:0.0022 train_time:28058727ms step_avg:720.82ms
step:38937/40500 train_loss:1.5586 aux_loss:0.0024 train_time:28059445ms step_avg:720.82ms
step:38938/40500 train_loss:1.5600 aux_loss:0.0022 train_time:28060167ms step_avg:720.82ms
step:38939/40500 train_loss:1.5428 aux_loss:0.0056 train_time:28060884ms step_avg:720.82ms
step:38940/40500 train_loss:1.4800 aux_loss:0.0023 train_time:28061604ms step_avg:720.82ms
step:38941/40500 train_loss:1.5615 aux_loss:0.0023 train_time:28062323ms step_avg:720.82ms
step:38942/40500 train_loss:1.5561 aux_loss:0.0024 train_time:28063040ms step_avg:720.82ms
step:38943/40500 train_loss:1.5689 aux_loss:0.0027 train_time:28063758ms step_avg:720.82ms
step:38944/40500 train_loss:1.4968 aux_loss:0.0024 train_time:28064479ms step_avg:720.82ms
step:38945/40500 train_loss:1.5372 aux_loss:0.0029 train_time:28065196ms step_avg:720.82ms
step:38946/40500 train_loss:1.6028 aux_loss:0.0023 train_time:28065915ms step_avg:720.82ms
step:38947/40500 train_loss:1.5683 aux_loss:0.0024 train_time:28066635ms step_avg:720.82ms
step:38948/40500 train_loss:1.5427 aux_loss:0.0027 train_time:28067353ms step_avg:720.82ms
step:38949/40500 train_loss:1.5703 aux_loss:0.0024 train_time:28068072ms step_avg:720.82ms
step:38950/40500 train_loss:1.5760 aux_loss:0.0029 train_time:28068791ms step_avg:720.82ms
step:38951/40500 train_loss:1.5697 aux_loss:0.0024 train_time:28069511ms step_avg:720.82ms
step:38952/40500 train_loss:1.5362 aux_loss:0.0023 train_time:28070229ms step_avg:720.82ms
step:38953/40500 train_loss:1.5132 aux_loss:0.0032 train_time:28070948ms step_avg:720.82ms
step:38954/40500 train_loss:1.5712 aux_loss:0.0023 train_time:28071666ms step_avg:720.82ms
step:38955/40500 train_loss:1.4986 aux_loss:0.0025 train_time:28072385ms step_avg:720.82ms
step:38956/40500 train_loss:1.5102 aux_loss:0.0025 train_time:28073103ms step_avg:720.82ms
step:38957/40500 train_loss:1.5500 aux_loss:0.0024 train_time:28073821ms step_avg:720.82ms
step:38958/40500 train_loss:1.5618 aux_loss:0.0024 train_time:28074540ms step_avg:720.82ms
step:38959/40500 train_loss:1.5142 aux_loss:0.0023 train_time:28075259ms step_avg:720.82ms
step:38960/40500 train_loss:1.5660 aux_loss:0.0023 train_time:28075975ms step_avg:720.82ms
step:38961/40500 train_loss:1.5384 aux_loss:0.0023 train_time:28076694ms step_avg:720.82ms
step:38962/40500 train_loss:1.5379 aux_loss:0.0024 train_time:28077413ms step_avg:720.82ms
step:38963/40500 train_loss:1.5230 aux_loss:0.0026 train_time:28078131ms step_avg:720.82ms
step:38964/40500 train_loss:1.5278 aux_loss:0.0025 train_time:28078851ms step_avg:720.82ms
step:38965/40500 train_loss:1.5785 aux_loss:0.0025 train_time:28079570ms step_avg:720.82ms
step:38966/40500 train_loss:1.4849 aux_loss:0.0046 train_time:28080291ms step_avg:720.82ms
step:38967/40500 train_loss:1.5630 aux_loss:0.0022 train_time:28081010ms step_avg:720.82ms
step:38968/40500 train_loss:1.5242 aux_loss:0.0023 train_time:28081730ms step_avg:720.82ms
step:38969/40500 train_loss:1.4718 aux_loss:0.0023 train_time:28082449ms step_avg:720.82ms
step:38970/40500 train_loss:1.4988 aux_loss:0.0023 train_time:28083168ms step_avg:720.82ms
step:38971/40500 train_loss:1.5282 aux_loss:0.0022 train_time:28083887ms step_avg:720.82ms
step:38972/40500 train_loss:1.5213 aux_loss:0.0023 train_time:28084606ms step_avg:720.82ms
step:38973/40500 train_loss:1.5631 aux_loss:0.0022 train_time:28085326ms step_avg:720.82ms
step:38974/40500 train_loss:1.5458 aux_loss:0.0027 train_time:28086047ms step_avg:720.82ms
step:38975/40500 train_loss:1.6108 aux_loss:0.0026 train_time:28086766ms step_avg:720.82ms
step:38976/40500 train_loss:1.5572 aux_loss:0.0026 train_time:28087484ms step_avg:720.82ms
step:38977/40500 train_loss:1.5641 aux_loss:0.0025 train_time:28088204ms step_avg:720.82ms
step:38978/40500 train_loss:1.5511 aux_loss:0.0024 train_time:28088922ms step_avg:720.82ms
step:38979/40500 train_loss:1.5616 aux_loss:0.0026 train_time:28089641ms step_avg:720.82ms
step:38980/40500 train_loss:1.5523 aux_loss:0.0025 train_time:28090359ms step_avg:720.82ms
step:38981/40500 train_loss:1.5775 aux_loss:0.0025 train_time:28091076ms step_avg:720.82ms
step:38982/40500 train_loss:1.5782 aux_loss:0.0023 train_time:28091799ms step_avg:720.82ms
step:38983/40500 train_loss:1.5793 aux_loss:0.0025 train_time:28092516ms step_avg:720.82ms
step:38984/40500 train_loss:1.5441 aux_loss:0.0023 train_time:28093233ms step_avg:720.82ms
step:38985/40500 train_loss:1.5295 aux_loss:0.0021 train_time:28093952ms step_avg:720.82ms
step:38986/40500 train_loss:1.5004 aux_loss:0.0022 train_time:28094671ms step_avg:720.82ms
step:38987/40500 train_loss:1.5697 aux_loss:0.0027 train_time:28095389ms step_avg:720.82ms
step:38988/40500 train_loss:1.5380 aux_loss:0.0023 train_time:28096108ms step_avg:720.82ms
step:38989/40500 train_loss:1.5352 aux_loss:0.0026 train_time:28096827ms step_avg:720.82ms
step:38990/40500 train_loss:1.4595 aux_loss:0.0023 train_time:28097545ms step_avg:720.82ms
step:38991/40500 train_loss:1.4803 aux_loss:0.0025 train_time:28098266ms step_avg:720.82ms
step:38992/40500 train_loss:1.5372 aux_loss:0.0024 train_time:28098983ms step_avg:720.82ms
step:38993/40500 train_loss:1.4475 aux_loss:0.0023 train_time:28099703ms step_avg:720.82ms
step:38994/40500 train_loss:1.5512 aux_loss:0.0025 train_time:28100424ms step_avg:720.82ms
step:38995/40500 train_loss:1.4768 aux_loss:0.0023 train_time:28101142ms step_avg:720.82ms
step:38996/40500 train_loss:1.5222 aux_loss:0.0022 train_time:28101862ms step_avg:720.82ms
step:38997/40500 train_loss:1.5803 aux_loss:0.0024 train_time:28102585ms step_avg:720.82ms
step:38998/40500 train_loss:1.5505 aux_loss:0.0024 train_time:28103303ms step_avg:720.82ms
step:38999/40500 train_loss:1.5205 aux_loss:0.0025 train_time:28104021ms step_avg:720.82ms
step:39000/40500 train_loss:1.5421 aux_loss:0.0024 train_time:28104740ms step_avg:720.82ms
step:39001/40500 train_loss:1.5038 aux_loss:0.0022 train_time:28105460ms step_avg:720.82ms
step:39002/40500 train_loss:1.4810 aux_loss:0.0023 train_time:28106179ms step_avg:720.82ms
step:39003/40500 train_loss:1.4961 aux_loss:0.0023 train_time:28106897ms step_avg:720.82ms
step:39004/40500 train_loss:1.4917 aux_loss:0.0023 train_time:28107614ms step_avg:720.82ms
step:39005/40500 train_loss:1.5367 aux_loss:0.0023 train_time:28108333ms step_avg:720.82ms
step:39006/40500 train_loss:1.5422 aux_loss:0.0024 train_time:28109052ms step_avg:720.82ms
step:39007/40500 train_loss:1.5568 aux_loss:0.0023 train_time:28109770ms step_avg:720.82ms
step:39008/40500 train_loss:1.5518 aux_loss:0.0024 train_time:28110488ms step_avg:720.82ms
step:39009/40500 train_loss:1.5497 aux_loss:0.0027 train_time:28111207ms step_avg:720.82ms
step:39010/40500 train_loss:1.5380 aux_loss:0.0024 train_time:28111924ms step_avg:720.82ms
step:39011/40500 train_loss:1.5892 aux_loss:0.0023 train_time:28112642ms step_avg:720.82ms
step:39012/40500 train_loss:1.5249 aux_loss:0.0025 train_time:28113360ms step_avg:720.82ms
step:39013/40500 train_loss:1.5885 aux_loss:0.0023 train_time:28114082ms step_avg:720.82ms
step:39014/40500 train_loss:1.5460 aux_loss:0.0022 train_time:28114803ms step_avg:720.82ms
step:39015/40500 train_loss:1.5875 aux_loss:0.0022 train_time:28115518ms step_avg:720.82ms
step:39016/40500 train_loss:1.5454 aux_loss:0.0024 train_time:28116237ms step_avg:720.82ms
step:39017/40500 train_loss:1.5698 aux_loss:0.0028 train_time:28116958ms step_avg:720.82ms
step:39018/40500 train_loss:1.5339 aux_loss:0.0023 train_time:28117675ms step_avg:720.82ms
step:39019/40500 train_loss:1.5228 aux_loss:0.0022 train_time:28118395ms step_avg:720.82ms
step:39020/40500 train_loss:1.5184 aux_loss:0.0027 train_time:28119113ms step_avg:720.82ms
step:39021/40500 train_loss:1.5654 aux_loss:0.0025 train_time:28119830ms step_avg:720.82ms
step:39022/40500 train_loss:1.5655 aux_loss:0.0023 train_time:28120549ms step_avg:720.82ms
step:39023/40500 train_loss:1.5204 aux_loss:0.0021 train_time:28121268ms step_avg:720.82ms
step:39024/40500 train_loss:1.5350 aux_loss:0.0022 train_time:28121986ms step_avg:720.82ms
step:39025/40500 train_loss:1.5163 aux_loss:0.0023 train_time:28122704ms step_avg:720.82ms
step:39026/40500 train_loss:1.5530 aux_loss:0.0026 train_time:28123421ms step_avg:720.82ms
step:39027/40500 train_loss:1.4852 aux_loss:0.0025 train_time:28124140ms step_avg:720.82ms
step:39028/40500 train_loss:1.5587 aux_loss:0.0023 train_time:28124856ms step_avg:720.82ms
step:39029/40500 train_loss:1.5058 aux_loss:0.0036 train_time:28125574ms step_avg:720.82ms
step:39030/40500 train_loss:1.5601 aux_loss:0.0026 train_time:28126293ms step_avg:720.82ms
step:39031/40500 train_loss:1.4865 aux_loss:0.0026 train_time:28127013ms step_avg:720.82ms
step:39032/40500 train_loss:1.6093 aux_loss:0.0024 train_time:28127734ms step_avg:720.82ms
step:39033/40500 train_loss:1.5327 aux_loss:0.0024 train_time:28128453ms step_avg:720.82ms
step:39034/40500 train_loss:1.5606 aux_loss:0.0025 train_time:28129175ms step_avg:720.82ms
step:39035/40500 train_loss:1.5468 aux_loss:0.0024 train_time:28129893ms step_avg:720.82ms
step:39036/40500 train_loss:1.5215 aux_loss:0.0028 train_time:28130607ms step_avg:720.82ms
step:39037/40500 train_loss:1.5689 aux_loss:0.0024 train_time:28131328ms step_avg:720.82ms
step:39038/40500 train_loss:1.5121 aux_loss:0.0022 train_time:28132047ms step_avg:720.82ms
step:39039/40500 train_loss:1.4959 aux_loss:0.0024 train_time:28132767ms step_avg:720.82ms
step:39040/40500 train_loss:1.5714 aux_loss:0.0026 train_time:28133485ms step_avg:720.82ms
step:39041/40500 train_loss:1.4856 aux_loss:0.0024 train_time:28134206ms step_avg:720.82ms
step:39042/40500 train_loss:1.5044 aux_loss:0.0028 train_time:28134923ms step_avg:720.82ms
step:39043/40500 train_loss:1.5582 aux_loss:0.0024 train_time:28135641ms step_avg:720.82ms
step:39044/40500 train_loss:1.5216 aux_loss:0.0024 train_time:28136361ms step_avg:720.82ms
step:39045/40500 train_loss:1.5272 aux_loss:0.0027 train_time:28137078ms step_avg:720.82ms
step:39046/40500 train_loss:1.5101 aux_loss:0.0024 train_time:28137796ms step_avg:720.82ms
step:39047/40500 train_loss:1.5642 aux_loss:0.0025 train_time:28138516ms step_avg:720.82ms
step:39048/40500 train_loss:1.5930 aux_loss:0.0026 train_time:28139235ms step_avg:720.82ms
step:39049/40500 train_loss:1.5633 aux_loss:0.0025 train_time:28139954ms step_avg:720.82ms
step:39050/40500 train_loss:1.5048 aux_loss:0.0023 train_time:28140675ms step_avg:720.82ms
step:39051/40500 train_loss:1.5573 aux_loss:0.0026 train_time:28141392ms step_avg:720.82ms
step:39052/40500 train_loss:1.5953 aux_loss:0.0025 train_time:28142112ms step_avg:720.82ms
step:39053/40500 train_loss:1.5458 aux_loss:0.0026 train_time:28142833ms step_avg:720.82ms
step:39054/40500 train_loss:1.5449 aux_loss:0.0024 train_time:28143555ms step_avg:720.82ms
step:39055/40500 train_loss:1.5255 aux_loss:0.0022 train_time:28144275ms step_avg:720.82ms
step:39056/40500 train_loss:1.5165 aux_loss:0.0023 train_time:28144992ms step_avg:720.82ms
step:39057/40500 train_loss:1.5454 aux_loss:0.0033 train_time:28145712ms step_avg:720.82ms
step:39058/40500 train_loss:1.4972 aux_loss:0.0025 train_time:28146427ms step_avg:720.82ms
step:39059/40500 train_loss:1.5659 aux_loss:0.0023 train_time:28147146ms step_avg:720.82ms
step:39060/40500 train_loss:1.5529 aux_loss:0.0025 train_time:28147867ms step_avg:720.82ms
step:39061/40500 train_loss:1.4731 aux_loss:0.0023 train_time:28148587ms step_avg:720.82ms
step:39062/40500 train_loss:1.5314 aux_loss:0.0024 train_time:28149306ms step_avg:720.82ms
step:39063/40500 train_loss:1.5494 aux_loss:0.0024 train_time:28150026ms step_avg:720.82ms
step:39064/40500 train_loss:1.5463 aux_loss:0.0025 train_time:28150744ms step_avg:720.82ms
step:39065/40500 train_loss:1.5308 aux_loss:0.0024 train_time:28151462ms step_avg:720.82ms
step:39066/40500 train_loss:1.5102 aux_loss:0.0026 train_time:28152181ms step_avg:720.82ms
step:39067/40500 train_loss:1.5778 aux_loss:0.0023 train_time:28152900ms step_avg:720.82ms
step:39068/40500 train_loss:1.5481 aux_loss:0.0023 train_time:28153618ms step_avg:720.82ms
step:39069/40500 train_loss:1.5162 aux_loss:0.0027 train_time:28154336ms step_avg:720.82ms
step:39070/40500 train_loss:1.5755 aux_loss:0.0025 train_time:28155054ms step_avg:720.82ms
step:39071/40500 train_loss:1.5652 aux_loss:0.0023 train_time:28155771ms step_avg:720.82ms
step:39072/40500 train_loss:1.5106 aux_loss:0.0026 train_time:28156490ms step_avg:720.82ms
step:39073/40500 train_loss:1.5547 aux_loss:0.0022 train_time:28157209ms step_avg:720.82ms
step:39074/40500 train_loss:1.5354 aux_loss:0.0024 train_time:28157928ms step_avg:720.82ms
step:39075/40500 train_loss:1.5064 aux_loss:0.0023 train_time:28158648ms step_avg:720.82ms
step:39076/40500 train_loss:1.5433 aux_loss:0.0027 train_time:28159367ms step_avg:720.82ms
step:39077/40500 train_loss:1.5702 aux_loss:0.0025 train_time:28160084ms step_avg:720.82ms
step:39078/40500 train_loss:1.5141 aux_loss:0.0024 train_time:28160805ms step_avg:720.82ms
step:39079/40500 train_loss:1.5191 aux_loss:0.0022 train_time:28161524ms step_avg:720.82ms
step:39080/40500 train_loss:1.5093 aux_loss:0.0025 train_time:28162245ms step_avg:720.82ms
step:39081/40500 train_loss:1.4887 aux_loss:0.0024 train_time:28162967ms step_avg:720.82ms
step:39082/40500 train_loss:1.5449 aux_loss:0.0022 train_time:28163684ms step_avg:720.81ms
step:39083/40500 train_loss:1.5484 aux_loss:0.0022 train_time:28164403ms step_avg:720.81ms
step:39084/40500 train_loss:1.5250 aux_loss:0.0026 train_time:28165122ms step_avg:720.81ms
step:39085/40500 train_loss:1.4573 aux_loss:0.0023 train_time:28165846ms step_avg:720.81ms
step:39086/40500 train_loss:1.5478 aux_loss:0.0025 train_time:28166566ms step_avg:720.81ms
step:39087/40500 train_loss:1.5859 aux_loss:0.0036 train_time:28167286ms step_avg:720.81ms
step:39088/40500 train_loss:1.5534 aux_loss:0.0024 train_time:28168004ms step_avg:720.81ms
step:39089/40500 train_loss:1.5151 aux_loss:0.0024 train_time:28168723ms step_avg:720.81ms
step:39090/40500 train_loss:1.5046 aux_loss:0.0025 train_time:28169443ms step_avg:720.81ms
step:39091/40500 train_loss:1.5406 aux_loss:0.0025 train_time:28170164ms step_avg:720.81ms
step:39092/40500 train_loss:1.5453 aux_loss:0.0026 train_time:28170883ms step_avg:720.81ms
step:39093/40500 train_loss:1.5653 aux_loss:0.0023 train_time:28171597ms step_avg:720.81ms
step:39094/40500 train_loss:1.5526 aux_loss:0.0023 train_time:28172315ms step_avg:720.81ms
step:39095/40500 train_loss:1.4980 aux_loss:0.0023 train_time:28173032ms step_avg:720.81ms
step:39096/40500 train_loss:1.5116 aux_loss:0.0023 train_time:28173751ms step_avg:720.81ms
step:39097/40500 train_loss:1.5313 aux_loss:0.0023 train_time:28174471ms step_avg:720.81ms
step:39098/40500 train_loss:1.5929 aux_loss:0.0024 train_time:28175188ms step_avg:720.81ms
step:39099/40500 train_loss:1.5212 aux_loss:0.0024 train_time:28175907ms step_avg:720.81ms
step:39100/40500 train_loss:1.4914 aux_loss:0.0025 train_time:28176623ms step_avg:720.81ms
step:39101/40500 train_loss:1.5304 aux_loss:0.0023 train_time:28177343ms step_avg:720.81ms
step:39102/40500 train_loss:1.5101 aux_loss:0.0025 train_time:28178062ms step_avg:720.81ms
step:39103/40500 train_loss:1.5169 aux_loss:0.0024 train_time:28178781ms step_avg:720.81ms
step:39104/40500 train_loss:1.5152 aux_loss:0.0025 train_time:28179501ms step_avg:720.81ms
step:39105/40500 train_loss:1.5003 aux_loss:0.0025 train_time:28180221ms step_avg:720.81ms
step:39106/40500 train_loss:1.5881 aux_loss:0.0025 train_time:28180939ms step_avg:720.81ms
step:39107/40500 train_loss:1.5327 aux_loss:0.0028 train_time:28181658ms step_avg:720.81ms
step:39108/40500 train_loss:1.5055 aux_loss:0.0027 train_time:28182377ms step_avg:720.81ms
step:39109/40500 train_loss:1.5426 aux_loss:0.0024 train_time:28183093ms step_avg:720.81ms
step:39110/40500 train_loss:1.4945 aux_loss:0.0024 train_time:28183811ms step_avg:720.81ms
step:39111/40500 train_loss:1.5043 aux_loss:0.0022 train_time:28184530ms step_avg:720.81ms
step:39112/40500 train_loss:1.4951 aux_loss:0.0023 train_time:28185249ms step_avg:720.81ms
step:39113/40500 train_loss:1.5289 aux_loss:0.0023 train_time:28185967ms step_avg:720.81ms
step:39114/40500 train_loss:1.5864 aux_loss:0.0023 train_time:28186688ms step_avg:720.81ms
step:39115/40500 train_loss:1.5019 aux_loss:0.0023 train_time:28187405ms step_avg:720.81ms
step:39116/40500 train_loss:1.4839 aux_loss:0.0023 train_time:28188124ms step_avg:720.81ms
step:39117/40500 train_loss:1.5562 aux_loss:0.0023 train_time:28188842ms step_avg:720.81ms
step:39118/40500 train_loss:1.4621 aux_loss:0.0024 train_time:28189561ms step_avg:720.81ms
step:39119/40500 train_loss:1.5624 aux_loss:0.0027 train_time:28190279ms step_avg:720.81ms
step:39120/40500 train_loss:1.5880 aux_loss:0.0023 train_time:28190998ms step_avg:720.81ms
step:39121/40500 train_loss:1.5484 aux_loss:0.0023 train_time:28191717ms step_avg:720.81ms
step:39122/40500 train_loss:1.5449 aux_loss:0.0027 train_time:28192436ms step_avg:720.81ms
step:39123/40500 train_loss:1.5483 aux_loss:0.0026 train_time:28193154ms step_avg:720.81ms
step:39124/40500 train_loss:1.5119 aux_loss:0.0032 train_time:28193875ms step_avg:720.81ms
step:39125/40500 train_loss:1.5107 aux_loss:0.0024 train_time:28194596ms step_avg:720.81ms
step:39126/40500 train_loss:1.5095 aux_loss:0.0023 train_time:28195316ms step_avg:720.81ms
step:39127/40500 train_loss:1.4662 aux_loss:0.0023 train_time:28196035ms step_avg:720.81ms
step:39128/40500 train_loss:1.5305 aux_loss:0.0024 train_time:28196755ms step_avg:720.81ms
step:39129/40500 train_loss:1.5617 aux_loss:0.0023 train_time:28197476ms step_avg:720.81ms
step:39130/40500 train_loss:1.5155 aux_loss:0.0024 train_time:28198192ms step_avg:720.81ms
step:39131/40500 train_loss:1.5076 aux_loss:0.0026 train_time:28198912ms step_avg:720.81ms
step:39132/40500 train_loss:1.5773 aux_loss:0.0023 train_time:28199632ms step_avg:720.81ms
step:39133/40500 train_loss:1.4869 aux_loss:0.0023 train_time:28200352ms step_avg:720.81ms
step:39134/40500 train_loss:1.5494 aux_loss:0.0025 train_time:28201073ms step_avg:720.81ms
step:39135/40500 train_loss:1.5275 aux_loss:0.0030 train_time:28201792ms step_avg:720.81ms
step:39136/40500 train_loss:1.5555 aux_loss:0.0023 train_time:28202512ms step_avg:720.81ms
step:39137/40500 train_loss:1.5275 aux_loss:0.0030 train_time:28203231ms step_avg:720.81ms
step:39138/40500 train_loss:1.5110 aux_loss:0.0024 train_time:28203951ms step_avg:720.81ms
step:39139/40500 train_loss:1.5271 aux_loss:0.0025 train_time:28204671ms step_avg:720.81ms
step:39140/40500 train_loss:1.5038 aux_loss:0.0023 train_time:28205391ms step_avg:720.81ms
step:39141/40500 train_loss:1.5959 aux_loss:0.0025 train_time:28206112ms step_avg:720.81ms
step:39142/40500 train_loss:1.5254 aux_loss:0.0027 train_time:28206833ms step_avg:720.81ms
step:39143/40500 train_loss:1.5436 aux_loss:0.0024 train_time:28207551ms step_avg:720.81ms
step:39144/40500 train_loss:1.5176 aux_loss:0.0024 train_time:28208271ms step_avg:720.81ms
step:39145/40500 train_loss:1.4908 aux_loss:0.0023 train_time:28208989ms step_avg:720.81ms
step:39146/40500 train_loss:1.4805 aux_loss:0.0024 train_time:28209708ms step_avg:720.81ms
step:39147/40500 train_loss:1.5209 aux_loss:0.0023 train_time:28210428ms step_avg:720.81ms
step:39148/40500 train_loss:1.5598 aux_loss:0.0024 train_time:28211149ms step_avg:720.81ms
step:39149/40500 train_loss:1.5136 aux_loss:0.0022 train_time:28211870ms step_avg:720.81ms
step:39150/40500 train_loss:1.4936 aux_loss:0.0023 train_time:28212591ms step_avg:720.81ms
step:39151/40500 train_loss:1.5501 aux_loss:0.0027 train_time:28213311ms step_avg:720.81ms
step:39152/40500 train_loss:1.5327 aux_loss:0.0024 train_time:28214031ms step_avg:720.81ms
step:39153/40500 train_loss:1.5868 aux_loss:0.0024 train_time:28214751ms step_avg:720.81ms
step:39154/40500 train_loss:1.5726 aux_loss:0.0024 train_time:28215472ms step_avg:720.81ms
step:39155/40500 train_loss:1.5384 aux_loss:0.0024 train_time:28216194ms step_avg:720.81ms
step:39156/40500 train_loss:1.5930 aux_loss:0.0025 train_time:28216914ms step_avg:720.81ms
step:39157/40500 train_loss:1.5606 aux_loss:0.0024 train_time:28217633ms step_avg:720.81ms
step:39158/40500 train_loss:1.5197 aux_loss:0.0022 train_time:28218351ms step_avg:720.81ms
step:39159/40500 train_loss:1.5565 aux_loss:0.0023 train_time:28219070ms step_avg:720.81ms
step:39160/40500 train_loss:1.5668 aux_loss:0.0026 train_time:28219790ms step_avg:720.81ms
step:39161/40500 train_loss:1.5519 aux_loss:0.0022 train_time:28220511ms step_avg:720.81ms
step:39162/40500 train_loss:1.5568 aux_loss:0.0023 train_time:28221230ms step_avg:720.81ms
step:39163/40500 train_loss:1.5275 aux_loss:0.0022 train_time:28221950ms step_avg:720.81ms
step:39164/40500 train_loss:1.5621 aux_loss:0.0023 train_time:28222669ms step_avg:720.81ms
step:39165/40500 train_loss:1.4710 aux_loss:0.0022 train_time:28223387ms step_avg:720.81ms
step:39166/40500 train_loss:1.5344 aux_loss:0.0023 train_time:28224109ms step_avg:720.81ms
step:39167/40500 train_loss:1.5343 aux_loss:0.0024 train_time:28224830ms step_avg:720.81ms
step:39168/40500 train_loss:1.5829 aux_loss:0.0026 train_time:28225551ms step_avg:720.81ms
step:39169/40500 train_loss:1.5703 aux_loss:0.0025 train_time:28226272ms step_avg:720.81ms
step:39170/40500 train_loss:1.5501 aux_loss:0.0022 train_time:28226991ms step_avg:720.81ms
step:39171/40500 train_loss:1.4456 aux_loss:0.0022 train_time:28227709ms step_avg:720.81ms
step:39172/40500 train_loss:1.5569 aux_loss:0.0023 train_time:28228432ms step_avg:720.81ms
step:39173/40500 train_loss:1.5123 aux_loss:0.0022 train_time:28229150ms step_avg:720.81ms
step:39174/40500 train_loss:1.5133 aux_loss:0.0024 train_time:28229869ms step_avg:720.81ms
step:39175/40500 train_loss:1.5328 aux_loss:0.0024 train_time:28230592ms step_avg:720.81ms
step:39176/40500 train_loss:1.5267 aux_loss:0.0022 train_time:28231311ms step_avg:720.81ms
step:39177/40500 train_loss:1.5770 aux_loss:0.0023 train_time:28232029ms step_avg:720.81ms
step:39178/40500 train_loss:1.5370 aux_loss:0.0023 train_time:28232748ms step_avg:720.81ms
step:39179/40500 train_loss:1.5086 aux_loss:0.0023 train_time:28233468ms step_avg:720.81ms
step:39180/40500 train_loss:1.5185 aux_loss:0.0023 train_time:28234186ms step_avg:720.81ms
step:39181/40500 train_loss:1.5315 aux_loss:0.0025 train_time:28234905ms step_avg:720.81ms
step:39182/40500 train_loss:1.4841 aux_loss:0.0024 train_time:28235626ms step_avg:720.81ms
step:39183/40500 train_loss:1.5401 aux_loss:0.0023 train_time:28236348ms step_avg:720.81ms
step:39184/40500 train_loss:1.5361 aux_loss:0.0024 train_time:28237067ms step_avg:720.81ms
step:39185/40500 train_loss:1.5189 aux_loss:0.0029 train_time:28237784ms step_avg:720.81ms
step:39186/40500 train_loss:1.5327 aux_loss:0.0024 train_time:28238507ms step_avg:720.81ms
step:39187/40500 train_loss:1.5650 aux_loss:0.0025 train_time:28239226ms step_avg:720.81ms
step:39188/40500 train_loss:1.5542 aux_loss:0.0024 train_time:28239947ms step_avg:720.81ms
step:39189/40500 train_loss:1.5713 aux_loss:0.0028 train_time:28240667ms step_avg:720.81ms
step:39190/40500 train_loss:1.5238 aux_loss:0.0027 train_time:28241388ms step_avg:720.81ms
step:39191/40500 train_loss:1.5199 aux_loss:0.0029 train_time:28242104ms step_avg:720.81ms
step:39192/40500 train_loss:1.4975 aux_loss:0.0024 train_time:28242826ms step_avg:720.81ms
step:39193/40500 train_loss:1.4766 aux_loss:0.0022 train_time:28243547ms step_avg:720.81ms
step:39194/40500 train_loss:1.5681 aux_loss:0.0025 train_time:28244265ms step_avg:720.81ms
step:39195/40500 train_loss:1.5456 aux_loss:0.0023 train_time:28244983ms step_avg:720.81ms
step:39196/40500 train_loss:1.5797 aux_loss:0.0022 train_time:28245705ms step_avg:720.81ms
step:39197/40500 train_loss:1.5741 aux_loss:0.0023 train_time:28246426ms step_avg:720.81ms
step:39198/40500 train_loss:1.5777 aux_loss:0.0025 train_time:28247144ms step_avg:720.81ms
step:39199/40500 train_loss:1.4989 aux_loss:0.0022 train_time:28247862ms step_avg:720.81ms
step:39200/40500 train_loss:1.4932 aux_loss:0.0022 train_time:28248580ms step_avg:720.81ms
step:39201/40500 train_loss:1.5652 aux_loss:0.0024 train_time:28249296ms step_avg:720.81ms
step:39202/40500 train_loss:1.5705 aux_loss:0.0023 train_time:28250023ms step_avg:720.81ms
step:39203/40500 train_loss:1.4895 aux_loss:0.0022 train_time:28250741ms step_avg:720.81ms
step:39204/40500 train_loss:1.4984 aux_loss:0.0026 train_time:28251458ms step_avg:720.81ms
step:39205/40500 train_loss:1.4911 aux_loss:0.0026 train_time:28252178ms step_avg:720.81ms
step:39206/40500 train_loss:1.5430 aux_loss:0.0025 train_time:28252898ms step_avg:720.81ms
step:39207/40500 train_loss:1.4966 aux_loss:0.0025 train_time:28253616ms step_avg:720.81ms
step:39208/40500 train_loss:1.4754 aux_loss:0.0023 train_time:28254337ms step_avg:720.81ms
step:39209/40500 train_loss:1.5643 aux_loss:0.0026 train_time:28255057ms step_avg:720.81ms
step:39210/40500 train_loss:1.5443 aux_loss:0.0023 train_time:28255778ms step_avg:720.81ms
step:39211/40500 train_loss:1.5669 aux_loss:0.0025 train_time:28256498ms step_avg:720.81ms
step:39212/40500 train_loss:1.5588 aux_loss:0.0023 train_time:28257217ms step_avg:720.81ms
step:39213/40500 train_loss:1.5608 aux_loss:0.0024 train_time:28257938ms step_avg:720.81ms
step:39214/40500 train_loss:1.5253 aux_loss:0.0023 train_time:28258658ms step_avg:720.81ms
step:39215/40500 train_loss:1.6081 aux_loss:0.0025 train_time:28259377ms step_avg:720.81ms
step:39216/40500 train_loss:1.5479 aux_loss:0.0023 train_time:28260098ms step_avg:720.81ms
step:39217/40500 train_loss:1.4956 aux_loss:0.0022 train_time:28260818ms step_avg:720.81ms
step:39218/40500 train_loss:1.5466 aux_loss:0.0023 train_time:28261537ms step_avg:720.81ms
step:39219/40500 train_loss:1.6011 aux_loss:0.0024 train_time:28262258ms step_avg:720.81ms
step:39220/40500 train_loss:1.5863 aux_loss:0.0026 train_time:28262979ms step_avg:720.81ms
step:39221/40500 train_loss:1.5475 aux_loss:0.0024 train_time:28263697ms step_avg:720.81ms
step:39222/40500 train_loss:1.5187 aux_loss:0.0026 train_time:28264419ms step_avg:720.81ms
step:39223/40500 train_loss:1.5418 aux_loss:0.0025 train_time:28265138ms step_avg:720.81ms
step:39224/40500 train_loss:1.5242 aux_loss:0.0026 train_time:28265854ms step_avg:720.81ms
step:39225/40500 train_loss:1.5038 aux_loss:0.0024 train_time:28266577ms step_avg:720.81ms
step:39226/40500 train_loss:1.5355 aux_loss:0.0023 train_time:28267297ms step_avg:720.81ms
step:39227/40500 train_loss:1.4701 aux_loss:0.0022 train_time:28268016ms step_avg:720.81ms
step:39228/40500 train_loss:1.5513 aux_loss:0.0024 train_time:28268735ms step_avg:720.81ms
step:39229/40500 train_loss:1.5370 aux_loss:0.0028 train_time:28269454ms step_avg:720.81ms
step:39230/40500 train_loss:1.5926 aux_loss:0.0023 train_time:28270174ms step_avg:720.81ms
step:39231/40500 train_loss:1.5867 aux_loss:0.0023 train_time:28270892ms step_avg:720.81ms
step:39232/40500 train_loss:1.5412 aux_loss:0.0024 train_time:28271612ms step_avg:720.81ms
step:39233/40500 train_loss:1.5820 aux_loss:0.0026 train_time:28272331ms step_avg:720.81ms
step:39234/40500 train_loss:1.5718 aux_loss:0.0023 train_time:28273053ms step_avg:720.81ms
step:39235/40500 train_loss:1.5277 aux_loss:0.0029 train_time:28273773ms step_avg:720.81ms
step:39236/40500 train_loss:1.5129 aux_loss:0.0023 train_time:28274491ms step_avg:720.81ms
step:39237/40500 train_loss:1.5037 aux_loss:0.0027 train_time:28275213ms step_avg:720.81ms
step:39238/40500 train_loss:1.5007 aux_loss:0.0023 train_time:28275933ms step_avg:720.81ms
step:39239/40500 train_loss:1.5288 aux_loss:0.0022 train_time:28276651ms step_avg:720.81ms
step:39240/40500 train_loss:1.5567 aux_loss:0.0023 train_time:28277371ms step_avg:720.81ms
step:39241/40500 train_loss:1.5123 aux_loss:0.0022 train_time:28278091ms step_avg:720.81ms
step:39242/40500 train_loss:1.5114 aux_loss:0.0022 train_time:28278809ms step_avg:720.81ms
step:39243/40500 train_loss:1.5224 aux_loss:0.0026 train_time:28279530ms step_avg:720.81ms
step:39244/40500 train_loss:1.5433 aux_loss:0.0024 train_time:28280250ms step_avg:720.81ms
step:39245/40500 train_loss:1.5428 aux_loss:0.0023 train_time:28280968ms step_avg:720.81ms
step:39246/40500 train_loss:1.5468 aux_loss:0.0025 train_time:28281688ms step_avg:720.81ms
step:39247/40500 train_loss:1.5585 aux_loss:0.0030 train_time:28282409ms step_avg:720.81ms
step:39248/40500 train_loss:1.4893 aux_loss:0.0040 train_time:28283126ms step_avg:720.81ms
step:39249/40500 train_loss:1.5304 aux_loss:0.0023 train_time:28283846ms step_avg:720.81ms
step:39250/40500 train_loss:1.5503 aux_loss:0.0023 train_time:28284567ms step_avg:720.81ms
step:39251/40500 train_loss:1.5273 aux_loss:0.0024 train_time:28285287ms step_avg:720.81ms
step:39252/40500 train_loss:1.5577 aux_loss:0.0024 train_time:28286006ms step_avg:720.81ms
step:39253/40500 train_loss:1.5659 aux_loss:0.0024 train_time:28286727ms step_avg:720.81ms
step:39254/40500 train_loss:1.6432 aux_loss:0.0025 train_time:28287448ms step_avg:720.81ms
step:39255/40500 train_loss:1.5030 aux_loss:0.0023 train_time:28288165ms step_avg:720.81ms
step:39256/40500 train_loss:1.5740 aux_loss:0.0023 train_time:28288881ms step_avg:720.81ms
step:39257/40500 train_loss:1.5045 aux_loss:0.0024 train_time:28289597ms step_avg:720.81ms
step:39258/40500 train_loss:1.5410 aux_loss:0.0023 train_time:28290316ms step_avg:720.81ms
step:39259/40500 train_loss:1.5526 aux_loss:0.0025 train_time:28291033ms step_avg:720.81ms
step:39260/40500 train_loss:1.4776 aux_loss:0.0023 train_time:28291751ms step_avg:720.81ms
step:39261/40500 train_loss:1.5153 aux_loss:0.0023 train_time:28292472ms step_avg:720.81ms
step:39262/40500 train_loss:1.5055 aux_loss:0.0024 train_time:28293190ms step_avg:720.81ms
step:39263/40500 train_loss:1.5428 aux_loss:0.0026 train_time:28293910ms step_avg:720.81ms
step:39264/40500 train_loss:1.5257 aux_loss:0.0027 train_time:28294631ms step_avg:720.81ms
step:39265/40500 train_loss:1.5696 aux_loss:0.0027 train_time:28295350ms step_avg:720.81ms
step:39266/40500 train_loss:1.5248 aux_loss:0.0022 train_time:28296069ms step_avg:720.81ms
step:39267/40500 train_loss:1.5626 aux_loss:0.0024 train_time:28296788ms step_avg:720.81ms
step:39268/40500 train_loss:1.5590 aux_loss:0.0024 train_time:28297509ms step_avg:720.81ms
step:39269/40500 train_loss:1.5218 aux_loss:0.0024 train_time:28298227ms step_avg:720.81ms
step:39270/40500 train_loss:1.4871 aux_loss:0.0024 train_time:28298945ms step_avg:720.81ms
step:39271/40500 train_loss:1.5036 aux_loss:0.0025 train_time:28299665ms step_avg:720.81ms
step:39272/40500 train_loss:1.5408 aux_loss:0.0025 train_time:28300384ms step_avg:720.81ms
step:39273/40500 train_loss:1.4701 aux_loss:0.0025 train_time:28301102ms step_avg:720.81ms
step:39274/40500 train_loss:1.5699 aux_loss:0.0024 train_time:28301822ms step_avg:720.81ms
step:39275/40500 train_loss:1.5624 aux_loss:0.0029 train_time:28302542ms step_avg:720.81ms
step:39276/40500 train_loss:1.5474 aux_loss:0.0023 train_time:28303260ms step_avg:720.81ms
step:39277/40500 train_loss:1.5291 aux_loss:0.0024 train_time:28303981ms step_avg:720.81ms
step:39278/40500 train_loss:1.4760 aux_loss:0.0023 train_time:28304700ms step_avg:720.81ms
step:39279/40500 train_loss:1.5578 aux_loss:0.0022 train_time:28305420ms step_avg:720.81ms
step:39280/40500 train_loss:1.5440 aux_loss:0.0022 train_time:28306138ms step_avg:720.81ms
step:39281/40500 train_loss:1.4607 aux_loss:0.0024 train_time:28306856ms step_avg:720.81ms
step:39282/40500 train_loss:1.5117 aux_loss:0.0024 train_time:28307577ms step_avg:720.81ms
step:39283/40500 train_loss:1.6274 aux_loss:0.0025 train_time:28308294ms step_avg:720.81ms
step:39284/40500 train_loss:1.5007 aux_loss:0.0022 train_time:28309011ms step_avg:720.81ms
step:39285/40500 train_loss:1.5276 aux_loss:0.0023 train_time:28309729ms step_avg:720.81ms
step:39286/40500 train_loss:1.5993 aux_loss:0.0026 train_time:28310448ms step_avg:720.81ms
step:39287/40500 train_loss:1.5146 aux_loss:0.0028 train_time:28311166ms step_avg:720.81ms
step:39288/40500 train_loss:1.5681 aux_loss:0.0025 train_time:28311886ms step_avg:720.81ms
step:39289/40500 train_loss:1.5474 aux_loss:0.0024 train_time:28312606ms step_avg:720.81ms
step:39290/40500 train_loss:1.5557 aux_loss:0.0024 train_time:28313325ms step_avg:720.81ms
step:39291/40500 train_loss:1.5517 aux_loss:0.0024 train_time:28314043ms step_avg:720.81ms
step:39292/40500 train_loss:1.5238 aux_loss:0.0023 train_time:28314763ms step_avg:720.81ms
step:39293/40500 train_loss:1.5177 aux_loss:0.0022 train_time:28315482ms step_avg:720.81ms
step:39294/40500 train_loss:1.4972 aux_loss:0.0024 train_time:28316202ms step_avg:720.81ms
step:39295/40500 train_loss:1.5050 aux_loss:0.0023 train_time:28316921ms step_avg:720.81ms
step:39296/40500 train_loss:1.5118 aux_loss:0.0026 train_time:28317641ms step_avg:720.81ms
step:39297/40500 train_loss:1.4670 aux_loss:0.0023 train_time:28318361ms step_avg:720.81ms
step:39298/40500 train_loss:1.5229 aux_loss:0.0022 train_time:28319081ms step_avg:720.81ms
step:39299/40500 train_loss:1.5472 aux_loss:0.0024 train_time:28319800ms step_avg:720.81ms
step:39300/40500 train_loss:1.5322 aux_loss:0.0027 train_time:28320518ms step_avg:720.81ms
step:39301/40500 train_loss:1.4827 aux_loss:0.0025 train_time:28321239ms step_avg:720.81ms
step:39302/40500 train_loss:1.5331 aux_loss:0.0025 train_time:28321958ms step_avg:720.81ms
step:39303/40500 train_loss:1.5458 aux_loss:0.0024 train_time:28322679ms step_avg:720.81ms
step:39304/40500 train_loss:1.5587 aux_loss:0.0024 train_time:28323398ms step_avg:720.81ms
step:39305/40500 train_loss:1.5731 aux_loss:0.0023 train_time:28324118ms step_avg:720.81ms
step:39306/40500 train_loss:1.5355 aux_loss:0.0023 train_time:28324840ms step_avg:720.81ms
step:39307/40500 train_loss:1.5014 aux_loss:0.0023 train_time:28325559ms step_avg:720.81ms
step:39308/40500 train_loss:1.5771 aux_loss:0.0024 train_time:28326277ms step_avg:720.81ms
step:39309/40500 train_loss:1.4875 aux_loss:0.0022 train_time:28326996ms step_avg:720.81ms
step:39310/40500 train_loss:1.5622 aux_loss:0.0025 train_time:28327716ms step_avg:720.81ms
step:39311/40500 train_loss:1.5403 aux_loss:0.0027 train_time:28328432ms step_avg:720.81ms
step:39312/40500 train_loss:1.5024 aux_loss:0.0023 train_time:28329152ms step_avg:720.81ms
step:39313/40500 train_loss:1.5252 aux_loss:0.0025 train_time:28329873ms step_avg:720.81ms
step:39314/40500 train_loss:1.5467 aux_loss:0.0026 train_time:28330590ms step_avg:720.81ms
step:39315/40500 train_loss:1.4862 aux_loss:0.0023 train_time:28331309ms step_avg:720.81ms
step:39316/40500 train_loss:1.5257 aux_loss:0.0030 train_time:28332030ms step_avg:720.81ms
step:39317/40500 train_loss:1.5225 aux_loss:0.0025 train_time:28332747ms step_avg:720.81ms
step:39318/40500 train_loss:1.5242 aux_loss:0.0022 train_time:28333464ms step_avg:720.81ms
step:39319/40500 train_loss:1.4884 aux_loss:0.0024 train_time:28334184ms step_avg:720.81ms
step:39320/40500 train_loss:1.5060 aux_loss:0.0029 train_time:28334901ms step_avg:720.81ms
step:39321/40500 train_loss:1.5119 aux_loss:0.0024 train_time:28335618ms step_avg:720.81ms
step:39322/40500 train_loss:1.5611 aux_loss:0.0022 train_time:28336339ms step_avg:720.81ms
step:39323/40500 train_loss:1.5554 aux_loss:0.0022 train_time:28337058ms step_avg:720.81ms
step:39324/40500 train_loss:1.5733 aux_loss:0.0023 train_time:28337777ms step_avg:720.81ms
step:39325/40500 train_loss:1.5429 aux_loss:0.0021 train_time:28338496ms step_avg:720.81ms
step:39326/40500 train_loss:1.5769 aux_loss:0.0025 train_time:28339218ms step_avg:720.81ms
step:39327/40500 train_loss:1.5972 aux_loss:0.0025 train_time:28339939ms step_avg:720.81ms
step:39328/40500 train_loss:1.5619 aux_loss:0.0024 train_time:28340657ms step_avg:720.81ms
step:39329/40500 train_loss:1.5535 aux_loss:0.0021 train_time:28341377ms step_avg:720.81ms
step:39330/40500 train_loss:1.5340 aux_loss:0.0024 train_time:28342096ms step_avg:720.81ms
step:39331/40500 train_loss:1.6168 aux_loss:0.0022 train_time:28342816ms step_avg:720.81ms
step:39332/40500 train_loss:1.5126 aux_loss:0.0025 train_time:28343536ms step_avg:720.81ms
step:39333/40500 train_loss:1.5040 aux_loss:0.0022 train_time:28344256ms step_avg:720.81ms
step:39334/40500 train_loss:1.5012 aux_loss:0.0023 train_time:28344976ms step_avg:720.81ms
step:39335/40500 train_loss:1.5378 aux_loss:0.0024 train_time:28345695ms step_avg:720.81ms
step:39336/40500 train_loss:1.6118 aux_loss:0.0027 train_time:28346416ms step_avg:720.81ms
step:39337/40500 train_loss:1.5376 aux_loss:0.0026 train_time:28347135ms step_avg:720.81ms
step:39338/40500 train_loss:1.5674 aux_loss:0.0028 train_time:28347854ms step_avg:720.81ms
step:39339/40500 train_loss:1.5618 aux_loss:0.0022 train_time:28348573ms step_avg:720.81ms
step:39340/40500 train_loss:1.4832 aux_loss:0.0023 train_time:28349294ms step_avg:720.81ms
step:39341/40500 train_loss:1.5212 aux_loss:0.0023 train_time:28350013ms step_avg:720.81ms
step:39342/40500 train_loss:1.5695 aux_loss:0.0023 train_time:28350734ms step_avg:720.81ms
step:39343/40500 train_loss:1.5696 aux_loss:0.0023 train_time:28351454ms step_avg:720.81ms
step:39344/40500 train_loss:1.5841 aux_loss:0.0023 train_time:28352169ms step_avg:720.81ms
step:39345/40500 train_loss:1.5143 aux_loss:0.0022 train_time:28352890ms step_avg:720.81ms
step:39346/40500 train_loss:1.4901 aux_loss:0.0027 train_time:28353610ms step_avg:720.81ms
step:39347/40500 train_loss:1.5734 aux_loss:0.0025 train_time:28354328ms step_avg:720.81ms
step:39348/40500 train_loss:1.5684 aux_loss:0.0023 train_time:28355048ms step_avg:720.81ms
step:39349/40500 train_loss:1.5118 aux_loss:0.0022 train_time:28355767ms step_avg:720.81ms
step:39350/40500 train_loss:1.5926 aux_loss:0.0024 train_time:28356484ms step_avg:720.81ms
step:39351/40500 train_loss:1.5291 aux_loss:0.0024 train_time:28357201ms step_avg:720.81ms
step:39352/40500 train_loss:1.5211 aux_loss:0.0023 train_time:28357919ms step_avg:720.81ms
step:39353/40500 train_loss:1.5883 aux_loss:0.0024 train_time:28358635ms step_avg:720.81ms
step:39354/40500 train_loss:1.5471 aux_loss:0.0023 train_time:28359353ms step_avg:720.81ms
step:39355/40500 train_loss:1.5656 aux_loss:0.0024 train_time:28360073ms step_avg:720.81ms
step:39356/40500 train_loss:1.4860 aux_loss:0.0037 train_time:28360792ms step_avg:720.80ms
step:39357/40500 train_loss:1.5119 aux_loss:0.0023 train_time:28361512ms step_avg:720.80ms
step:39358/40500 train_loss:1.5793 aux_loss:0.0024 train_time:28362230ms step_avg:720.80ms
step:39359/40500 train_loss:1.5179 aux_loss:0.0022 train_time:28362949ms step_avg:720.80ms
step:39360/40500 train_loss:1.4964 aux_loss:0.0026 train_time:28363668ms step_avg:720.80ms
step:39361/40500 train_loss:1.4923 aux_loss:0.0023 train_time:28364388ms step_avg:720.80ms
step:39362/40500 train_loss:1.5547 aux_loss:0.0027 train_time:28365106ms step_avg:720.80ms
step:39363/40500 train_loss:1.5256 aux_loss:0.0022 train_time:28365826ms step_avg:720.80ms
step:39364/40500 train_loss:1.5647 aux_loss:0.0032 train_time:28366546ms step_avg:720.80ms
step:39365/40500 train_loss:1.4777 aux_loss:0.0022 train_time:28367264ms step_avg:720.80ms
step:39366/40500 train_loss:1.5403 aux_loss:0.0027 train_time:28367984ms step_avg:720.80ms
step:39367/40500 train_loss:1.5176 aux_loss:0.0024 train_time:28368704ms step_avg:720.80ms
step:39368/40500 train_loss:1.5404 aux_loss:0.0023 train_time:28369423ms step_avg:720.80ms
step:39369/40500 train_loss:1.5069 aux_loss:0.0034 train_time:28370143ms step_avg:720.80ms
step:39370/40500 train_loss:1.4875 aux_loss:0.0025 train_time:28370865ms step_avg:720.80ms
step:39371/40500 train_loss:1.6067 aux_loss:0.0025 train_time:28371586ms step_avg:720.80ms
step:39372/40500 train_loss:1.5409 aux_loss:0.0023 train_time:28372303ms step_avg:720.80ms
step:39373/40500 train_loss:1.5373 aux_loss:0.0022 train_time:28373023ms step_avg:720.80ms
step:39374/40500 train_loss:1.5284 aux_loss:0.0022 train_time:28373742ms step_avg:720.80ms
step:39375/40500 train_loss:1.5684 aux_loss:0.0024 train_time:28374460ms step_avg:720.80ms
step:39376/40500 train_loss:1.5381 aux_loss:0.0024 train_time:28375179ms step_avg:720.80ms
step:39377/40500 train_loss:1.5965 aux_loss:0.0024 train_time:28375897ms step_avg:720.80ms
step:39378/40500 train_loss:1.5511 aux_loss:0.0024 train_time:28376616ms step_avg:720.80ms
step:39379/40500 train_loss:1.5981 aux_loss:0.0024 train_time:28377334ms step_avg:720.80ms
step:39380/40500 train_loss:1.5263 aux_loss:0.0023 train_time:28378053ms step_avg:720.80ms
step:39381/40500 train_loss:1.5122 aux_loss:0.0023 train_time:28378773ms step_avg:720.80ms
step:39382/40500 train_loss:1.5661 aux_loss:0.0024 train_time:28379490ms step_avg:720.80ms
step:39383/40500 train_loss:1.5122 aux_loss:0.0024 train_time:28380208ms step_avg:720.80ms
step:39384/40500 train_loss:1.5240 aux_loss:0.0028 train_time:28380927ms step_avg:720.80ms
step:39385/40500 train_loss:1.5109 aux_loss:0.0024 train_time:28381646ms step_avg:720.80ms
step:39386/40500 train_loss:1.4657 aux_loss:0.0030 train_time:28382364ms step_avg:720.80ms
step:39387/40500 train_loss:1.5777 aux_loss:0.0028 train_time:28383083ms step_avg:720.80ms
step:39388/40500 train_loss:1.5269 aux_loss:0.0025 train_time:28383802ms step_avg:720.80ms
step:39389/40500 train_loss:1.5596 aux_loss:0.0024 train_time:28384520ms step_avg:720.80ms
step:39390/40500 train_loss:1.5459 aux_loss:0.0025 train_time:28385240ms step_avg:720.80ms
step:39391/40500 train_loss:1.5422 aux_loss:0.0024 train_time:28385959ms step_avg:720.80ms
step:39392/40500 train_loss:1.5507 aux_loss:0.0025 train_time:28386679ms step_avg:720.80ms
step:39393/40500 train_loss:1.5614 aux_loss:0.0024 train_time:28387398ms step_avg:720.80ms
step:39394/40500 train_loss:1.5702 aux_loss:0.0025 train_time:28388116ms step_avg:720.80ms
step:39395/40500 train_loss:1.5617 aux_loss:0.0028 train_time:28388834ms step_avg:720.80ms
step:39396/40500 train_loss:1.4854 aux_loss:0.0025 train_time:28389556ms step_avg:720.80ms
step:39397/40500 train_loss:1.5340 aux_loss:0.0027 train_time:28390276ms step_avg:720.80ms
step:39398/40500 train_loss:1.4896 aux_loss:0.0026 train_time:28390996ms step_avg:720.80ms
step:39399/40500 train_loss:1.5170 aux_loss:0.0025 train_time:28391715ms step_avg:720.80ms
step:39400/40500 train_loss:1.5161 aux_loss:0.0025 train_time:28392434ms step_avg:720.80ms
step:39401/40500 train_loss:1.5363 aux_loss:0.0023 train_time:28393152ms step_avg:720.80ms
step:39402/40500 train_loss:1.5189 aux_loss:0.0024 train_time:28393872ms step_avg:720.80ms
step:39403/40500 train_loss:1.5419 aux_loss:0.0022 train_time:28394590ms step_avg:720.80ms
step:39404/40500 train_loss:1.5246 aux_loss:0.0023 train_time:28395307ms step_avg:720.80ms
step:39405/40500 train_loss:1.5446 aux_loss:0.0022 train_time:28396027ms step_avg:720.80ms
step:39406/40500 train_loss:1.4736 aux_loss:0.0024 train_time:28396744ms step_avg:720.80ms
step:39407/40500 train_loss:1.5770 aux_loss:0.0027 train_time:28397463ms step_avg:720.80ms
step:39408/40500 train_loss:1.5383 aux_loss:0.0025 train_time:28398181ms step_avg:720.80ms
step:39409/40500 train_loss:1.5305 aux_loss:0.0023 train_time:28398902ms step_avg:720.80ms
step:39410/40500 train_loss:1.5044 aux_loss:0.0023 train_time:28399620ms step_avg:720.80ms
step:39411/40500 train_loss:1.5164 aux_loss:0.0023 train_time:28400339ms step_avg:720.80ms
step:39412/40500 train_loss:1.4920 aux_loss:0.0028 train_time:28401059ms step_avg:720.80ms
step:39413/40500 train_loss:1.5129 aux_loss:0.0023 train_time:28401779ms step_avg:720.80ms
step:39414/40500 train_loss:1.5849 aux_loss:0.0024 train_time:28402499ms step_avg:720.80ms
step:39415/40500 train_loss:1.5569 aux_loss:0.0026 train_time:28403218ms step_avg:720.80ms
step:39416/40500 train_loss:1.5218 aux_loss:0.0024 train_time:28403937ms step_avg:720.80ms
step:39417/40500 train_loss:1.5536 aux_loss:0.0023 train_time:28404657ms step_avg:720.80ms
step:39418/40500 train_loss:1.5646 aux_loss:0.0024 train_time:28405376ms step_avg:720.80ms
step:39419/40500 train_loss:1.5619 aux_loss:0.0024 train_time:28406098ms step_avg:720.80ms
step:39420/40500 train_loss:1.5429 aux_loss:0.0024 train_time:28406820ms step_avg:720.80ms
step:39421/40500 train_loss:1.5324 aux_loss:0.0022 train_time:28407537ms step_avg:720.80ms
step:39422/40500 train_loss:1.5998 aux_loss:0.0023 train_time:28408257ms step_avg:720.80ms
step:39423/40500 train_loss:1.5569 aux_loss:0.0025 train_time:28408979ms step_avg:720.80ms
step:39424/40500 train_loss:1.5065 aux_loss:0.0023 train_time:28409699ms step_avg:720.80ms
step:39425/40500 train_loss:1.5534 aux_loss:0.0025 train_time:28410419ms step_avg:720.80ms
step:39426/40500 train_loss:1.4754 aux_loss:0.0025 train_time:28411139ms step_avg:720.80ms
step:39427/40500 train_loss:1.4788 aux_loss:0.0023 train_time:28411859ms step_avg:720.80ms
step:39428/40500 train_loss:1.5289 aux_loss:0.0023 train_time:28412579ms step_avg:720.80ms
step:39429/40500 train_loss:1.5696 aux_loss:0.0025 train_time:28413298ms step_avg:720.80ms
step:39430/40500 train_loss:1.5257 aux_loss:0.0023 train_time:28414017ms step_avg:720.80ms
step:39431/40500 train_loss:1.5811 aux_loss:0.0025 train_time:28414735ms step_avg:720.80ms
step:39432/40500 train_loss:1.5019 aux_loss:0.0024 train_time:28415454ms step_avg:720.80ms
step:39433/40500 train_loss:1.5363 aux_loss:0.0024 train_time:28416174ms step_avg:720.80ms
step:39434/40500 train_loss:1.5495 aux_loss:0.0024 train_time:28416894ms step_avg:720.80ms
step:39435/40500 train_loss:1.5476 aux_loss:0.0026 train_time:28417613ms step_avg:720.80ms
step:39436/40500 train_loss:1.5198 aux_loss:0.0024 train_time:28418335ms step_avg:720.80ms
step:39437/40500 train_loss:1.5161 aux_loss:0.0023 train_time:28419053ms step_avg:720.80ms
step:39438/40500 train_loss:1.5418 aux_loss:0.0030 train_time:28419773ms step_avg:720.80ms
step:39439/40500 train_loss:1.4940 aux_loss:0.0023 train_time:28420493ms step_avg:720.80ms
step:39440/40500 train_loss:1.5519 aux_loss:0.0023 train_time:28421212ms step_avg:720.80ms
step:39441/40500 train_loss:1.5158 aux_loss:0.0024 train_time:28421931ms step_avg:720.80ms
step:39442/40500 train_loss:1.5698 aux_loss:0.0023 train_time:28422651ms step_avg:720.80ms
step:39443/40500 train_loss:1.5396 aux_loss:0.0030 train_time:28423370ms step_avg:720.80ms
step:39444/40500 train_loss:1.5333 aux_loss:0.0023 train_time:28424088ms step_avg:720.80ms
step:39445/40500 train_loss:1.4997 aux_loss:0.0024 train_time:28424809ms step_avg:720.80ms
step:39446/40500 train_loss:1.5593 aux_loss:0.0026 train_time:28425528ms step_avg:720.80ms
step:39447/40500 train_loss:1.5566 aux_loss:0.0022 train_time:28426246ms step_avg:720.80ms
step:39448/40500 train_loss:1.5140 aux_loss:0.0023 train_time:28426965ms step_avg:720.80ms
step:39449/40500 train_loss:1.5518 aux_loss:0.0022 train_time:28427682ms step_avg:720.80ms
step:39450/40500 train_loss:1.4880 aux_loss:0.0049 train_time:28428404ms step_avg:720.80ms
step:39451/40500 train_loss:1.5069 aux_loss:0.0024 train_time:28429121ms step_avg:720.80ms
step:39452/40500 train_loss:1.5133 aux_loss:0.0023 train_time:28429840ms step_avg:720.80ms
step:39453/40500 train_loss:1.5558 aux_loss:0.0023 train_time:28430562ms step_avg:720.80ms
step:39454/40500 train_loss:1.5131 aux_loss:0.0023 train_time:28431281ms step_avg:720.80ms
step:39455/40500 train_loss:1.5369 aux_loss:0.0023 train_time:28432001ms step_avg:720.80ms
step:39456/40500 train_loss:1.4950 aux_loss:0.0023 train_time:28432719ms step_avg:720.80ms
step:39457/40500 train_loss:1.5879 aux_loss:0.0023 train_time:28433438ms step_avg:720.80ms
step:39458/40500 train_loss:1.4687 aux_loss:0.0022 train_time:28434155ms step_avg:720.80ms
step:39459/40500 train_loss:1.5328 aux_loss:0.0023 train_time:28434874ms step_avg:720.80ms
step:39460/40500 train_loss:1.5419 aux_loss:0.0023 train_time:28435592ms step_avg:720.80ms
step:39461/40500 train_loss:1.4803 aux_loss:0.0024 train_time:28436312ms step_avg:720.80ms
step:39462/40500 train_loss:1.5949 aux_loss:0.0024 train_time:28437030ms step_avg:720.80ms
step:39463/40500 train_loss:1.4937 aux_loss:0.0023 train_time:28437749ms step_avg:720.80ms
step:39464/40500 train_loss:1.4931 aux_loss:0.0024 train_time:28438470ms step_avg:720.80ms
step:39465/40500 train_loss:1.5298 aux_loss:0.0023 train_time:28439190ms step_avg:720.80ms
step:39466/40500 train_loss:1.5954 aux_loss:0.0027 train_time:28439907ms step_avg:720.80ms
step:39467/40500 train_loss:1.5124 aux_loss:0.0024 train_time:28440625ms step_avg:720.80ms
step:39468/40500 train_loss:1.5357 aux_loss:0.0024 train_time:28441345ms step_avg:720.80ms
step:39469/40500 train_loss:1.5372 aux_loss:0.0023 train_time:28442062ms step_avg:720.80ms
step:39470/40500 train_loss:1.5443 aux_loss:0.0022 train_time:28442781ms step_avg:720.80ms
step:39471/40500 train_loss:1.5293 aux_loss:0.0022 train_time:28443499ms step_avg:720.80ms
step:39472/40500 train_loss:1.5333 aux_loss:0.0025 train_time:28444221ms step_avg:720.80ms
step:39473/40500 train_loss:1.5549 aux_loss:0.0024 train_time:28444940ms step_avg:720.80ms
step:39474/40500 train_loss:1.5307 aux_loss:0.0022 train_time:28445661ms step_avg:720.80ms
step:39475/40500 train_loss:1.4794 aux_loss:0.0026 train_time:28446380ms step_avg:720.80ms
step:39476/40500 train_loss:1.5065 aux_loss:0.0025 train_time:28447100ms step_avg:720.80ms
step:39477/40500 train_loss:1.4339 aux_loss:0.0024 train_time:28447820ms step_avg:720.80ms
step:39478/40500 train_loss:1.5371 aux_loss:0.0022 train_time:28448538ms step_avg:720.80ms
step:39479/40500 train_loss:1.5218 aux_loss:0.0023 train_time:28449258ms step_avg:720.80ms
step:39480/40500 train_loss:1.5409 aux_loss:0.0024 train_time:28449976ms step_avg:720.80ms
step:39481/40500 train_loss:1.5026 aux_loss:0.0024 train_time:28450694ms step_avg:720.80ms
step:39482/40500 train_loss:1.5815 aux_loss:0.0028 train_time:28451413ms step_avg:720.80ms
step:39483/40500 train_loss:1.5330 aux_loss:0.0026 train_time:28452131ms step_avg:720.80ms
step:39484/40500 train_loss:1.5606 aux_loss:0.0025 train_time:28452849ms step_avg:720.80ms
step:39485/40500 train_loss:1.5291 aux_loss:0.0023 train_time:28453567ms step_avg:720.80ms
step:39486/40500 train_loss:1.5179 aux_loss:0.0024 train_time:28454285ms step_avg:720.80ms
step:39487/40500 train_loss:1.5008 aux_loss:0.0024 train_time:28455003ms step_avg:720.80ms
step:39488/40500 train_loss:1.5827 aux_loss:0.0025 train_time:28455723ms step_avg:720.80ms
step:39489/40500 train_loss:1.5144 aux_loss:0.0024 train_time:28456443ms step_avg:720.80ms
step:39490/40500 train_loss:1.5018 aux_loss:0.0022 train_time:28457162ms step_avg:720.80ms
step:39491/40500 train_loss:1.5172 aux_loss:0.0030 train_time:28457883ms step_avg:720.80ms
step:39492/40500 train_loss:1.4460 aux_loss:0.0025 train_time:28458601ms step_avg:720.80ms
step:39493/40500 train_loss:1.6028 aux_loss:0.0024 train_time:28459320ms step_avg:720.80ms
step:39494/40500 train_loss:1.5511 aux_loss:0.0023 train_time:28460040ms step_avg:720.80ms
step:39495/40500 train_loss:1.5002 aux_loss:0.0024 train_time:28460759ms step_avg:720.80ms
step:39496/40500 train_loss:1.5071 aux_loss:0.0024 train_time:28461478ms step_avg:720.80ms
step:39497/40500 train_loss:1.5330 aux_loss:0.0026 train_time:28462198ms step_avg:720.80ms
step:39498/40500 train_loss:1.5320 aux_loss:0.0023 train_time:28462918ms step_avg:720.80ms
step:39499/40500 train_loss:1.4232 aux_loss:0.0025 train_time:28463638ms step_avg:720.80ms
step:39500/40500 train_loss:1.4891 aux_loss:0.0023 train_time:28464357ms step_avg:720.80ms
step:39501/40500 train_loss:1.5360 aux_loss:0.0023 train_time:28465078ms step_avg:720.80ms
step:39502/40500 train_loss:1.5247 aux_loss:0.0023 train_time:28465798ms step_avg:720.80ms
step:39503/40500 train_loss:1.5114 aux_loss:0.0023 train_time:28466516ms step_avg:720.80ms
step:39504/40500 train_loss:1.5408 aux_loss:0.0023 train_time:28467236ms step_avg:720.80ms
step:39505/40500 train_loss:1.5468 aux_loss:0.0023 train_time:28467950ms step_avg:720.80ms
step:39506/40500 train_loss:1.6103 aux_loss:0.0023 train_time:28468669ms step_avg:720.80ms
step:39507/40500 train_loss:1.4795 aux_loss:0.0022 train_time:28469388ms step_avg:720.80ms
step:39508/40500 train_loss:1.5618 aux_loss:0.0025 train_time:28470108ms step_avg:720.80ms
step:39509/40500 train_loss:1.5705 aux_loss:0.0025 train_time:28470825ms step_avg:720.80ms
step:39510/40500 train_loss:1.5351 aux_loss:0.0024 train_time:28471544ms step_avg:720.80ms
step:39511/40500 train_loss:1.5846 aux_loss:0.0024 train_time:28472263ms step_avg:720.80ms
step:39512/40500 train_loss:1.5518 aux_loss:0.0023 train_time:28472980ms step_avg:720.80ms
step:39513/40500 train_loss:1.5709 aux_loss:0.0023 train_time:28473697ms step_avg:720.80ms
step:39514/40500 train_loss:1.5191 aux_loss:0.0026 train_time:28474420ms step_avg:720.80ms
step:39515/40500 train_loss:1.5282 aux_loss:0.0024 train_time:28475140ms step_avg:720.80ms
step:39516/40500 train_loss:1.5169 aux_loss:0.0024 train_time:28475859ms step_avg:720.80ms
step:39517/40500 train_loss:1.5928 aux_loss:0.0023 train_time:28476581ms step_avg:720.80ms
step:39518/40500 train_loss:1.5505 aux_loss:0.0024 train_time:28477300ms step_avg:720.80ms
step:39519/40500 train_loss:1.5456 aux_loss:0.0024 train_time:28478019ms step_avg:720.80ms
step:39520/40500 train_loss:1.5370 aux_loss:0.0024 train_time:28478739ms step_avg:720.80ms
step:39521/40500 train_loss:1.5429 aux_loss:0.0023 train_time:28479460ms step_avg:720.80ms
step:39522/40500 train_loss:1.5092 aux_loss:0.0023 train_time:28480178ms step_avg:720.80ms
step:39523/40500 train_loss:1.5098 aux_loss:0.0024 train_time:28480896ms step_avg:720.80ms
step:39524/40500 train_loss:1.5532 aux_loss:0.0027 train_time:28481615ms step_avg:720.80ms
step:39525/40500 train_loss:1.4844 aux_loss:0.0022 train_time:28482336ms step_avg:720.80ms
step:39526/40500 train_loss:1.5671 aux_loss:0.0027 train_time:28483055ms step_avg:720.80ms
step:39527/40500 train_loss:1.5607 aux_loss:0.0024 train_time:28483776ms step_avg:720.80ms
step:39528/40500 train_loss:1.5166 aux_loss:0.0022 train_time:28484496ms step_avg:720.80ms
step:39529/40500 train_loss:1.5165 aux_loss:0.0024 train_time:28485215ms step_avg:720.80ms
step:39530/40500 train_loss:1.5012 aux_loss:0.0022 train_time:28485934ms step_avg:720.80ms
step:39531/40500 train_loss:1.5294 aux_loss:0.0024 train_time:28486651ms step_avg:720.80ms
step:39532/40500 train_loss:1.5830 aux_loss:0.0026 train_time:28487370ms step_avg:720.80ms
step:39533/40500 train_loss:1.5643 aux_loss:0.0024 train_time:28488090ms step_avg:720.80ms
step:39534/40500 train_loss:1.6013 aux_loss:0.0024 train_time:28488811ms step_avg:720.80ms
step:39535/40500 train_loss:1.4853 aux_loss:0.0023 train_time:28489530ms step_avg:720.80ms
step:39536/40500 train_loss:1.4978 aux_loss:0.0023 train_time:28490249ms step_avg:720.80ms
step:39537/40500 train_loss:1.5282 aux_loss:0.0023 train_time:28490967ms step_avg:720.80ms
step:39538/40500 train_loss:1.5432 aux_loss:0.0023 train_time:28491685ms step_avg:720.80ms
step:39539/40500 train_loss:1.5274 aux_loss:0.0023 train_time:28492399ms step_avg:720.80ms
step:39540/40500 train_loss:1.5535 aux_loss:0.0025 train_time:28493119ms step_avg:720.80ms
step:39541/40500 train_loss:1.5669 aux_loss:0.0023 train_time:28493839ms step_avg:720.80ms
step:39542/40500 train_loss:1.5515 aux_loss:0.0029 train_time:28494557ms step_avg:720.80ms
step:39543/40500 train_loss:1.5390 aux_loss:0.0026 train_time:28495274ms step_avg:720.80ms
step:39544/40500 train_loss:1.4735 aux_loss:0.0026 train_time:28495991ms step_avg:720.80ms
step:39545/40500 train_loss:1.6000 aux_loss:0.0022 train_time:28496713ms step_avg:720.80ms
step:39546/40500 train_loss:1.5181 aux_loss:0.0024 train_time:28497431ms step_avg:720.80ms
step:39547/40500 train_loss:1.4880 aux_loss:0.0025 train_time:28498151ms step_avg:720.80ms
step:39548/40500 train_loss:1.5414 aux_loss:0.0026 train_time:28498870ms step_avg:720.80ms
step:39549/40500 train_loss:1.5483 aux_loss:0.0023 train_time:28499588ms step_avg:720.80ms
step:39550/40500 train_loss:1.5348 aux_loss:0.0023 train_time:28500307ms step_avg:720.80ms
step:39551/40500 train_loss:1.5303 aux_loss:0.0023 train_time:28501026ms step_avg:720.80ms
step:39552/40500 train_loss:1.5687 aux_loss:0.0025 train_time:28501745ms step_avg:720.80ms
step:39553/40500 train_loss:1.5362 aux_loss:0.0022 train_time:28502463ms step_avg:720.80ms
step:39554/40500 train_loss:1.5852 aux_loss:0.0023 train_time:28503181ms step_avg:720.80ms
step:39555/40500 train_loss:1.6283 aux_loss:0.0022 train_time:28503902ms step_avg:720.80ms
step:39556/40500 train_loss:1.5103 aux_loss:0.0024 train_time:28504622ms step_avg:720.80ms
step:39557/40500 train_loss:1.4687 aux_loss:0.0025 train_time:28505339ms step_avg:720.80ms
step:39558/40500 train_loss:1.5082 aux_loss:0.0023 train_time:28506057ms step_avg:720.80ms
step:39559/40500 train_loss:1.5138 aux_loss:0.0024 train_time:28506775ms step_avg:720.80ms
step:39560/40500 train_loss:1.5827 aux_loss:0.0023 train_time:28507492ms step_avg:720.80ms
step:39561/40500 train_loss:1.4728 aux_loss:0.0024 train_time:28508212ms step_avg:720.80ms
step:39562/40500 train_loss:1.4832 aux_loss:0.0023 train_time:28508930ms step_avg:720.80ms
step:39563/40500 train_loss:1.5398 aux_loss:0.0022 train_time:28509651ms step_avg:720.80ms
step:39564/40500 train_loss:1.5669 aux_loss:0.0024 train_time:28510370ms step_avg:720.80ms
step:39565/40500 train_loss:1.4712 aux_loss:0.0023 train_time:28511089ms step_avg:720.80ms
step:39566/40500 train_loss:1.5478 aux_loss:0.0032 train_time:28511807ms step_avg:720.80ms
step:39567/40500 train_loss:1.5635 aux_loss:0.0023 train_time:28512526ms step_avg:720.80ms
step:39568/40500 train_loss:1.5383 aux_loss:0.0023 train_time:28513246ms step_avg:720.80ms
step:39569/40500 train_loss:1.5127 aux_loss:0.0022 train_time:28513965ms step_avg:720.80ms
step:39570/40500 train_loss:1.5663 aux_loss:0.0028 train_time:28514684ms step_avg:720.80ms
step:39571/40500 train_loss:1.4924 aux_loss:0.0024 train_time:28515405ms step_avg:720.80ms
step:39572/40500 train_loss:1.5178 aux_loss:0.0023 train_time:28516123ms step_avg:720.80ms
step:39573/40500 train_loss:1.5474 aux_loss:0.0030 train_time:28516842ms step_avg:720.80ms
step:39574/40500 train_loss:1.4609 aux_loss:0.0022 train_time:28517561ms step_avg:720.80ms
step:39575/40500 train_loss:1.4738 aux_loss:0.0025 train_time:28518280ms step_avg:720.80ms
step:39576/40500 train_loss:1.5410 aux_loss:0.0023 train_time:28518998ms step_avg:720.80ms
step:39577/40500 train_loss:1.5242 aux_loss:0.0023 train_time:28519717ms step_avg:720.80ms
step:39578/40500 train_loss:1.5175 aux_loss:0.0025 train_time:28520435ms step_avg:720.80ms
step:39579/40500 train_loss:1.5991 aux_loss:0.0026 train_time:28521158ms step_avg:720.80ms
step:39580/40500 train_loss:1.5560 aux_loss:0.0024 train_time:28521879ms step_avg:720.80ms
step:39581/40500 train_loss:1.5495 aux_loss:0.0022 train_time:28522597ms step_avg:720.80ms
step:39582/40500 train_loss:1.5307 aux_loss:0.0023 train_time:28523315ms step_avg:720.80ms
step:39583/40500 train_loss:1.5314 aux_loss:0.0022 train_time:28524035ms step_avg:720.80ms
step:39584/40500 train_loss:1.5158 aux_loss:0.0024 train_time:28524754ms step_avg:720.80ms
step:39585/40500 train_loss:1.4869 aux_loss:0.0023 train_time:28525471ms step_avg:720.80ms
step:39586/40500 train_loss:1.5220 aux_loss:0.0022 train_time:28526190ms step_avg:720.80ms
step:39587/40500 train_loss:1.6207 aux_loss:0.0023 train_time:28526908ms step_avg:720.80ms
step:39588/40500 train_loss:1.4891 aux_loss:0.0024 train_time:28527626ms step_avg:720.80ms
step:39589/40500 train_loss:1.5185 aux_loss:0.0025 train_time:28528344ms step_avg:720.79ms
step:39590/40500 train_loss:1.5335 aux_loss:0.0023 train_time:28529066ms step_avg:720.80ms
step:39591/40500 train_loss:1.5648 aux_loss:0.0024 train_time:28529782ms step_avg:720.79ms
step:39592/40500 train_loss:1.5969 aux_loss:0.0024 train_time:28530500ms step_avg:720.79ms
step:39593/40500 train_loss:1.5315 aux_loss:0.0027 train_time:28531221ms step_avg:720.79ms
step:39594/40500 train_loss:1.4790 aux_loss:0.0024 train_time:28531941ms step_avg:720.79ms
step:39595/40500 train_loss:1.5566 aux_loss:0.0024 train_time:28532660ms step_avg:720.79ms
step:39596/40500 train_loss:1.5224 aux_loss:0.0024 train_time:28533380ms step_avg:720.79ms
step:39597/40500 train_loss:1.4707 aux_loss:0.0031 train_time:28534097ms step_avg:720.79ms
step:39598/40500 train_loss:1.4963 aux_loss:0.0025 train_time:28534816ms step_avg:720.79ms
step:39599/40500 train_loss:1.5431 aux_loss:0.0024 train_time:28535535ms step_avg:720.79ms
step:39600/40500 train_loss:1.5432 aux_loss:0.0023 train_time:28536256ms step_avg:720.79ms
step:39601/40500 train_loss:1.5746 aux_loss:0.0026 train_time:28536976ms step_avg:720.79ms
step:39602/40500 train_loss:1.5233 aux_loss:0.0025 train_time:28537694ms step_avg:720.79ms
step:39603/40500 train_loss:1.6101 aux_loss:0.0024 train_time:28538416ms step_avg:720.79ms
step:39604/40500 train_loss:1.5722 aux_loss:0.0026 train_time:28539134ms step_avg:720.79ms
step:39605/40500 train_loss:1.5180 aux_loss:0.0024 train_time:28539851ms step_avg:720.79ms
step:39606/40500 train_loss:1.5856 aux_loss:0.0023 train_time:28540569ms step_avg:720.79ms
step:39607/40500 train_loss:1.5231 aux_loss:0.0024 train_time:28541289ms step_avg:720.79ms
step:39608/40500 train_loss:1.5768 aux_loss:0.0022 train_time:28542006ms step_avg:720.79ms
step:39609/40500 train_loss:1.6007 aux_loss:0.0023 train_time:28542723ms step_avg:720.79ms
step:39610/40500 train_loss:1.5747 aux_loss:0.0021 train_time:28543441ms step_avg:720.79ms
step:39611/40500 train_loss:1.4991 aux_loss:0.0021 train_time:28544162ms step_avg:720.79ms
step:39612/40500 train_loss:1.5102 aux_loss:0.0024 train_time:28544879ms step_avg:720.79ms
step:39613/40500 train_loss:1.5729 aux_loss:0.0023 train_time:28545599ms step_avg:720.79ms
step:39614/40500 train_loss:1.5543 aux_loss:0.0023 train_time:28546319ms step_avg:720.79ms
step:39615/40500 train_loss:1.5044 aux_loss:0.0024 train_time:28547039ms step_avg:720.79ms
step:39616/40500 train_loss:1.5461 aux_loss:0.0024 train_time:28547756ms step_avg:720.79ms
step:39617/40500 train_loss:1.5109 aux_loss:0.0025 train_time:28548476ms step_avg:720.79ms
step:39618/40500 train_loss:1.5424 aux_loss:0.0023 train_time:28549199ms step_avg:720.79ms
step:39619/40500 train_loss:1.4730 aux_loss:0.0022 train_time:28549917ms step_avg:720.79ms
step:39620/40500 train_loss:1.4844 aux_loss:0.0025 train_time:28550637ms step_avg:720.79ms
step:39621/40500 train_loss:1.5879 aux_loss:0.0025 train_time:28551357ms step_avg:720.79ms
step:39622/40500 train_loss:1.5633 aux_loss:0.0024 train_time:28552076ms step_avg:720.79ms
step:39623/40500 train_loss:1.5198 aux_loss:0.0023 train_time:28552796ms step_avg:720.79ms
step:39624/40500 train_loss:1.5441 aux_loss:0.0023 train_time:28553515ms step_avg:720.79ms
step:39625/40500 train_loss:1.5264 aux_loss:0.0026 train_time:28554234ms step_avg:720.79ms
step:39626/40500 train_loss:1.4845 aux_loss:0.0023 train_time:28554952ms step_avg:720.79ms
step:39627/40500 train_loss:1.5352 aux_loss:0.0023 train_time:28555674ms step_avg:720.79ms
step:39628/40500 train_loss:1.5712 aux_loss:0.0024 train_time:28556394ms step_avg:720.79ms
step:39629/40500 train_loss:1.5611 aux_loss:0.0023 train_time:28557113ms step_avg:720.79ms
step:39630/40500 train_loss:1.5392 aux_loss:0.0025 train_time:28557834ms step_avg:720.79ms
step:39631/40500 train_loss:1.5931 aux_loss:0.0023 train_time:28558553ms step_avg:720.79ms
step:39632/40500 train_loss:1.5344 aux_loss:0.0022 train_time:28559272ms step_avg:720.79ms
step:39633/40500 train_loss:1.5509 aux_loss:0.0023 train_time:28559994ms step_avg:720.79ms
step:39634/40500 train_loss:1.5022 aux_loss:0.0023 train_time:28560715ms step_avg:720.79ms
step:39635/40500 train_loss:1.5452 aux_loss:0.0023 train_time:28561434ms step_avg:720.79ms
step:39636/40500 train_loss:1.5067 aux_loss:0.0023 train_time:28562154ms step_avg:720.79ms
step:39637/40500 train_loss:1.5475 aux_loss:0.0023 train_time:28562875ms step_avg:720.79ms
step:39638/40500 train_loss:1.5138 aux_loss:0.0023 train_time:28563593ms step_avg:720.79ms
step:39639/40500 train_loss:1.5463 aux_loss:0.0022 train_time:28564312ms step_avg:720.79ms
step:39640/40500 train_loss:1.6023 aux_loss:0.0026 train_time:28565035ms step_avg:720.79ms
step:39641/40500 train_loss:1.5745 aux_loss:0.0025 train_time:28565750ms step_avg:720.79ms
step:39642/40500 train_loss:1.5356 aux_loss:0.0026 train_time:28566470ms step_avg:720.79ms
step:39643/40500 train_loss:1.6078 aux_loss:0.0023 train_time:28567191ms step_avg:720.79ms
step:39644/40500 train_loss:1.5566 aux_loss:0.0023 train_time:28567910ms step_avg:720.79ms
step:39645/40500 train_loss:1.5767 aux_loss:0.0025 train_time:28568629ms step_avg:720.79ms
step:39646/40500 train_loss:1.5593 aux_loss:0.0025 train_time:28569349ms step_avg:720.79ms
step:39647/40500 train_loss:1.5312 aux_loss:0.0024 train_time:28570066ms step_avg:720.79ms
step:39648/40500 train_loss:1.5838 aux_loss:0.0025 train_time:28570786ms step_avg:720.79ms
step:39649/40500 train_loss:1.5822 aux_loss:0.0022 train_time:28571505ms step_avg:720.79ms
step:39650/40500 train_loss:1.5610 aux_loss:0.0022 train_time:28572224ms step_avg:720.79ms
step:39651/40500 train_loss:1.5303 aux_loss:0.0024 train_time:28572944ms step_avg:720.79ms
step:39652/40500 train_loss:1.4903 aux_loss:0.0022 train_time:28573663ms step_avg:720.79ms
step:39653/40500 train_loss:1.6009 aux_loss:0.0025 train_time:28574383ms step_avg:720.79ms
step:39654/40500 train_loss:1.4902 aux_loss:0.0024 train_time:28575102ms step_avg:720.79ms
step:39655/40500 train_loss:1.5386 aux_loss:0.0023 train_time:28575822ms step_avg:720.79ms
step:39656/40500 train_loss:1.4733 aux_loss:0.0023 train_time:28576539ms step_avg:720.79ms
step:39657/40500 train_loss:1.5626 aux_loss:0.0023 train_time:28577255ms step_avg:720.79ms
step:39658/40500 train_loss:1.5791 aux_loss:0.0022 train_time:28577973ms step_avg:720.79ms
step:39659/40500 train_loss:1.5041 aux_loss:0.0021 train_time:28578692ms step_avg:720.79ms
step:39660/40500 train_loss:1.4772 aux_loss:0.0022 train_time:28579409ms step_avg:720.79ms
step:39661/40500 train_loss:1.5266 aux_loss:0.0023 train_time:28580128ms step_avg:720.79ms
step:39662/40500 train_loss:1.5107 aux_loss:0.0023 train_time:28580850ms step_avg:720.79ms
step:39663/40500 train_loss:1.5625 aux_loss:0.0024 train_time:28581570ms step_avg:720.79ms
step:39664/40500 train_loss:1.6026 aux_loss:0.0025 train_time:28582287ms step_avg:720.79ms
step:39665/40500 train_loss:1.5524 aux_loss:0.0024 train_time:28583006ms step_avg:720.79ms
step:39666/40500 train_loss:1.5618 aux_loss:0.0026 train_time:28583725ms step_avg:720.79ms
step:39667/40500 train_loss:1.5743 aux_loss:0.0029 train_time:28584445ms step_avg:720.79ms
step:39668/40500 train_loss:1.5696 aux_loss:0.0023 train_time:28585165ms step_avg:720.79ms
step:39669/40500 train_loss:1.4995 aux_loss:0.0025 train_time:28585886ms step_avg:720.79ms
step:39670/40500 train_loss:1.5546 aux_loss:0.0025 train_time:28586606ms step_avg:720.79ms
step:39671/40500 train_loss:1.5193 aux_loss:0.0024 train_time:28587325ms step_avg:720.79ms
step:39672/40500 train_loss:1.4929 aux_loss:0.0026 train_time:28588047ms step_avg:720.79ms
step:39673/40500 train_loss:1.5101 aux_loss:0.0025 train_time:28588766ms step_avg:720.79ms
step:39674/40500 train_loss:1.5085 aux_loss:0.0029 train_time:28589488ms step_avg:720.79ms
step:39675/40500 train_loss:1.5675 aux_loss:0.0025 train_time:28590207ms step_avg:720.79ms
step:39676/40500 train_loss:1.4982 aux_loss:0.0028 train_time:28590925ms step_avg:720.79ms
step:39677/40500 train_loss:1.5876 aux_loss:0.0023 train_time:28591644ms step_avg:720.79ms
step:39678/40500 train_loss:1.5941 aux_loss:0.0023 train_time:28592364ms step_avg:720.79ms
step:39679/40500 train_loss:1.4635 aux_loss:0.0021 train_time:28593084ms step_avg:720.79ms
step:39680/40500 train_loss:1.5329 aux_loss:0.0025 train_time:28593803ms step_avg:720.79ms
step:39681/40500 train_loss:1.5788 aux_loss:0.0022 train_time:28594524ms step_avg:720.79ms
step:39682/40500 train_loss:1.5433 aux_loss:0.0026 train_time:28595242ms step_avg:720.79ms
step:39683/40500 train_loss:1.5416 aux_loss:0.0023 train_time:28595965ms step_avg:720.79ms
step:39684/40500 train_loss:1.6217 aux_loss:0.0023 train_time:28596683ms step_avg:720.79ms
step:39685/40500 train_loss:1.5592 aux_loss:0.0024 train_time:28597402ms step_avg:720.79ms
step:39686/40500 train_loss:1.5388 aux_loss:0.0021 train_time:28598121ms step_avg:720.79ms
step:39687/40500 train_loss:1.5420 aux_loss:0.0023 train_time:28598840ms step_avg:720.79ms
step:39688/40500 train_loss:1.5151 aux_loss:0.0021 train_time:28599561ms step_avg:720.79ms
step:39689/40500 train_loss:1.6281 aux_loss:0.0024 train_time:28600284ms step_avg:720.79ms
step:39690/40500 train_loss:1.4864 aux_loss:0.0023 train_time:28601002ms step_avg:720.79ms
step:39691/40500 train_loss:1.5194 aux_loss:0.0024 train_time:28601722ms step_avg:720.79ms
step:39692/40500 train_loss:1.5510 aux_loss:0.0024 train_time:28602442ms step_avg:720.79ms
step:39693/40500 train_loss:1.5082 aux_loss:0.0022 train_time:28603162ms step_avg:720.79ms
step:39694/40500 train_loss:1.5733 aux_loss:0.0024 train_time:28603882ms step_avg:720.79ms
step:39695/40500 train_loss:1.5395 aux_loss:0.0025 train_time:28604601ms step_avg:720.79ms
step:39696/40500 train_loss:1.5608 aux_loss:0.0022 train_time:28605320ms step_avg:720.79ms
step:39697/40500 train_loss:1.5701 aux_loss:0.0024 train_time:28606039ms step_avg:720.79ms
step:39698/40500 train_loss:1.5479 aux_loss:0.0024 train_time:28606757ms step_avg:720.79ms
step:39699/40500 train_loss:1.5628 aux_loss:0.0024 train_time:28607477ms step_avg:720.79ms
step:39700/40500 train_loss:1.5360 aux_loss:0.0024 train_time:28608197ms step_avg:720.79ms
step:39701/40500 train_loss:1.4971 aux_loss:0.0023 train_time:28608916ms step_avg:720.79ms
step:39702/40500 train_loss:1.5417 aux_loss:0.0024 train_time:28609633ms step_avg:720.79ms
step:39703/40500 train_loss:1.5975 aux_loss:0.0027 train_time:28610355ms step_avg:720.79ms
step:39704/40500 train_loss:1.5502 aux_loss:0.0036 train_time:28611072ms step_avg:720.79ms
step:39705/40500 train_loss:1.4819 aux_loss:0.0022 train_time:28611793ms step_avg:720.79ms
step:39706/40500 train_loss:1.5016 aux_loss:0.0022 train_time:28612512ms step_avg:720.79ms
step:39707/40500 train_loss:1.4820 aux_loss:0.0022 train_time:28613234ms step_avg:720.79ms
step:39708/40500 train_loss:1.5323 aux_loss:0.0023 train_time:28613954ms step_avg:720.79ms
step:39709/40500 train_loss:1.6239 aux_loss:0.0024 train_time:28614673ms step_avg:720.79ms
step:39710/40500 train_loss:1.5427 aux_loss:0.0022 train_time:28615393ms step_avg:720.79ms
step:39711/40500 train_loss:1.4719 aux_loss:0.0021 train_time:28616112ms step_avg:720.79ms
step:39712/40500 train_loss:1.5692 aux_loss:0.0024 train_time:28616831ms step_avg:720.79ms
step:39713/40500 train_loss:1.4926 aux_loss:0.0024 train_time:28617551ms step_avg:720.79ms
step:39714/40500 train_loss:1.5537 aux_loss:0.0023 train_time:28618271ms step_avg:720.79ms
step:39715/40500 train_loss:1.5518 aux_loss:0.0025 train_time:28618990ms step_avg:720.79ms
step:39716/40500 train_loss:1.5077 aux_loss:0.0024 train_time:28619709ms step_avg:720.79ms
step:39717/40500 train_loss:1.4927 aux_loss:0.0024 train_time:28620428ms step_avg:720.79ms
step:39718/40500 train_loss:1.5106 aux_loss:0.0025 train_time:28621147ms step_avg:720.79ms
step:39719/40500 train_loss:1.5020 aux_loss:0.0025 train_time:28621865ms step_avg:720.79ms
step:39720/40500 train_loss:1.5306 aux_loss:0.0024 train_time:28622584ms step_avg:720.79ms
step:39721/40500 train_loss:1.5513 aux_loss:0.0022 train_time:28623302ms step_avg:720.79ms
step:39722/40500 train_loss:1.5532 aux_loss:0.0024 train_time:28624020ms step_avg:720.79ms
step:39723/40500 train_loss:1.4811 aux_loss:0.0022 train_time:28624738ms step_avg:720.79ms
step:39724/40500 train_loss:1.5018 aux_loss:0.0023 train_time:28625457ms step_avg:720.79ms
step:39725/40500 train_loss:1.5756 aux_loss:0.0022 train_time:28626176ms step_avg:720.79ms
step:39726/40500 train_loss:1.5572 aux_loss:0.0023 train_time:28626895ms step_avg:720.79ms
step:39727/40500 train_loss:1.4972 aux_loss:0.0025 train_time:28627615ms step_avg:720.79ms
step:39728/40500 train_loss:1.4926 aux_loss:0.0024 train_time:28628333ms step_avg:720.79ms
step:39729/40500 train_loss:1.4987 aux_loss:0.0024 train_time:28629053ms step_avg:720.79ms
step:39730/40500 train_loss:1.5254 aux_loss:0.0023 train_time:28629773ms step_avg:720.79ms
step:39731/40500 train_loss:1.5120 aux_loss:0.0027 train_time:28630494ms step_avg:720.79ms
step:39732/40500 train_loss:1.4987 aux_loss:0.0024 train_time:28631214ms step_avg:720.79ms
step:39733/40500 train_loss:1.5086 aux_loss:0.0024 train_time:28631932ms step_avg:720.79ms
step:39734/40500 train_loss:1.5112 aux_loss:0.0023 train_time:28632654ms step_avg:720.79ms
step:39735/40500 train_loss:1.5293 aux_loss:0.0023 train_time:28633375ms step_avg:720.79ms
step:39736/40500 train_loss:1.5150 aux_loss:0.0028 train_time:28634093ms step_avg:720.79ms
step:39737/40500 train_loss:1.4760 aux_loss:0.0027 train_time:28634813ms step_avg:720.79ms
step:39738/40500 train_loss:1.5528 aux_loss:0.0023 train_time:28635533ms step_avg:720.79ms
step:39739/40500 train_loss:1.5598 aux_loss:0.0022 train_time:28636254ms step_avg:720.79ms
step:39740/40500 train_loss:1.4996 aux_loss:0.0027 train_time:28636972ms step_avg:720.79ms
step:39741/40500 train_loss:1.5498 aux_loss:0.0023 train_time:28637691ms step_avg:720.79ms
step:39742/40500 train_loss:1.5595 aux_loss:0.0024 train_time:28638411ms step_avg:720.79ms
step:39743/40500 train_loss:1.5676 aux_loss:0.0023 train_time:28639128ms step_avg:720.79ms
step:39744/40500 train_loss:1.5382 aux_loss:0.0024 train_time:28639853ms step_avg:720.79ms
step:39745/40500 train_loss:1.5425 aux_loss:0.0024 train_time:28640573ms step_avg:720.79ms
step:39746/40500 train_loss:1.5083 aux_loss:0.0023 train_time:28641293ms step_avg:720.79ms
step:39747/40500 train_loss:1.5855 aux_loss:0.0023 train_time:28642012ms step_avg:720.79ms
step:39748/40500 train_loss:1.4664 aux_loss:0.0023 train_time:28642732ms step_avg:720.79ms
step:39749/40500 train_loss:1.5130 aux_loss:0.0024 train_time:28643452ms step_avg:720.79ms
step:39750/40500 train_loss:1.4997 aux_loss:0.0027 train_time:28644171ms step_avg:720.79ms
step:39751/40500 train_loss:1.5342 aux_loss:0.0023 train_time:28644891ms step_avg:720.79ms
step:39752/40500 train_loss:1.5261 aux_loss:0.0025 train_time:28645611ms step_avg:720.79ms
step:39753/40500 train_loss:1.4954 aux_loss:0.0024 train_time:28646332ms step_avg:720.79ms
step:39754/40500 train_loss:1.5238 aux_loss:0.0025 train_time:28647050ms step_avg:720.79ms
step:39755/40500 train_loss:1.5546 aux_loss:0.0027 train_time:28647769ms step_avg:720.79ms
step:39756/40500 train_loss:1.5721 aux_loss:0.0025 train_time:28648488ms step_avg:720.79ms
step:39757/40500 train_loss:1.5295 aux_loss:0.0024 train_time:28649210ms step_avg:720.79ms
step:39758/40500 train_loss:1.5063 aux_loss:0.0024 train_time:28649929ms step_avg:720.79ms
step:39759/40500 train_loss:1.5729 aux_loss:0.0025 train_time:28650648ms step_avg:720.79ms
step:39760/40500 train_loss:1.5481 aux_loss:0.0023 train_time:28651367ms step_avg:720.79ms
step:39761/40500 train_loss:1.5364 aux_loss:0.0025 train_time:28652085ms step_avg:720.79ms
step:39762/40500 train_loss:1.5054 aux_loss:0.0024 train_time:28652805ms step_avg:720.79ms
step:39763/40500 train_loss:1.5016 aux_loss:0.0024 train_time:28653524ms step_avg:720.79ms
step:39764/40500 train_loss:1.5406 aux_loss:0.0026 train_time:28654244ms step_avg:720.79ms
step:39765/40500 train_loss:1.5580 aux_loss:0.0025 train_time:28654962ms step_avg:720.79ms
step:39766/40500 train_loss:1.5218 aux_loss:0.0023 train_time:28655682ms step_avg:720.79ms
step:39767/40500 train_loss:1.5582 aux_loss:0.0024 train_time:28656401ms step_avg:720.79ms
step:39768/40500 train_loss:1.5416 aux_loss:0.0023 train_time:28657120ms step_avg:720.79ms
step:39769/40500 train_loss:1.5976 aux_loss:0.0025 train_time:28657840ms step_avg:720.79ms
step:39770/40500 train_loss:1.5026 aux_loss:0.0024 train_time:28658558ms step_avg:720.79ms
step:39771/40500 train_loss:1.5764 aux_loss:0.0037 train_time:28659276ms step_avg:720.79ms
step:39772/40500 train_loss:1.5640 aux_loss:0.0024 train_time:28659996ms step_avg:720.79ms
step:39773/40500 train_loss:1.5406 aux_loss:0.0025 train_time:28660714ms step_avg:720.79ms
step:39774/40500 train_loss:1.5648 aux_loss:0.0025 train_time:28661433ms step_avg:720.79ms
step:39775/40500 train_loss:1.5666 aux_loss:0.0023 train_time:28662153ms step_avg:720.79ms
step:39776/40500 train_loss:1.5623 aux_loss:0.0027 train_time:28662868ms step_avg:720.79ms
step:39777/40500 train_loss:1.5304 aux_loss:0.0025 train_time:28663586ms step_avg:720.79ms
step:39778/40500 train_loss:1.5003 aux_loss:0.0025 train_time:28664305ms step_avg:720.79ms
step:39779/40500 train_loss:1.5386 aux_loss:0.0023 train_time:28665024ms step_avg:720.79ms
step:39780/40500 train_loss:1.5121 aux_loss:0.0021 train_time:28665746ms step_avg:720.79ms
step:39781/40500 train_loss:1.5069 aux_loss:0.0023 train_time:28666466ms step_avg:720.79ms
step:39782/40500 train_loss:1.5162 aux_loss:0.0025 train_time:28667185ms step_avg:720.79ms
step:39783/40500 train_loss:1.5629 aux_loss:0.0025 train_time:28667904ms step_avg:720.79ms
step:39784/40500 train_loss:1.5020 aux_loss:0.0024 train_time:28668623ms step_avg:720.79ms
step:39785/40500 train_loss:1.5942 aux_loss:0.0024 train_time:28669344ms step_avg:720.79ms
step:39786/40500 train_loss:1.5778 aux_loss:0.0027 train_time:28670063ms step_avg:720.79ms
step:39787/40500 train_loss:1.5372 aux_loss:0.0023 train_time:28670783ms step_avg:720.79ms
step:39788/40500 train_loss:1.5481 aux_loss:0.0035 train_time:28671503ms step_avg:720.79ms
step:39789/40500 train_loss:1.5580 aux_loss:0.0028 train_time:28672224ms step_avg:720.79ms
step:39790/40500 train_loss:1.5593 aux_loss:0.0023 train_time:28672942ms step_avg:720.79ms
step:39791/40500 train_loss:1.5414 aux_loss:0.0022 train_time:28673661ms step_avg:720.79ms
step:39792/40500 train_loss:1.5030 aux_loss:0.0024 train_time:28674380ms step_avg:720.79ms
step:39793/40500 train_loss:1.5136 aux_loss:0.0025 train_time:28675099ms step_avg:720.79ms
step:39794/40500 train_loss:1.5265 aux_loss:0.0022 train_time:28675817ms step_avg:720.79ms
step:39795/40500 train_loss:1.5228 aux_loss:0.0024 train_time:28676538ms step_avg:720.79ms
step:39796/40500 train_loss:1.4901 aux_loss:0.0031 train_time:28677257ms step_avg:720.79ms
step:39797/40500 train_loss:1.4317 aux_loss:0.0024 train_time:28677977ms step_avg:720.79ms
step:39798/40500 train_loss:1.5674 aux_loss:0.0024 train_time:28678698ms step_avg:720.79ms
step:39799/40500 train_loss:1.5772 aux_loss:0.0023 train_time:28679419ms step_avg:720.79ms
step:39800/40500 train_loss:1.5238 aux_loss:0.0023 train_time:28680139ms step_avg:720.79ms
step:39801/40500 train_loss:1.5152 aux_loss:0.0025 train_time:28680860ms step_avg:720.79ms
step:39802/40500 train_loss:1.5399 aux_loss:0.0025 train_time:28681579ms step_avg:720.79ms
step:39803/40500 train_loss:1.5734 aux_loss:0.0026 train_time:28682298ms step_avg:720.79ms
step:39804/40500 train_loss:1.5675 aux_loss:0.0023 train_time:28683017ms step_avg:720.79ms
step:39805/40500 train_loss:1.5133 aux_loss:0.0023 train_time:28683737ms step_avg:720.79ms
step:39806/40500 train_loss:1.5474 aux_loss:0.0026 train_time:28684456ms step_avg:720.79ms
step:39807/40500 train_loss:1.5151 aux_loss:0.0023 train_time:28685175ms step_avg:720.79ms
step:39808/40500 train_loss:1.5022 aux_loss:0.0025 train_time:28685895ms step_avg:720.79ms
step:39809/40500 train_loss:1.5130 aux_loss:0.0025 train_time:28686613ms step_avg:720.79ms
step:39810/40500 train_loss:1.5222 aux_loss:0.0024 train_time:28687335ms step_avg:720.79ms
step:39811/40500 train_loss:1.5229 aux_loss:0.0027 train_time:28688053ms step_avg:720.79ms
step:39812/40500 train_loss:1.4926 aux_loss:0.0023 train_time:28688774ms step_avg:720.79ms
step:39813/40500 train_loss:1.5576 aux_loss:0.0024 train_time:28689492ms step_avg:720.79ms
step:39814/40500 train_loss:1.5367 aux_loss:0.0023 train_time:28690212ms step_avg:720.79ms
step:39815/40500 train_loss:1.5468 aux_loss:0.0024 train_time:28690932ms step_avg:720.79ms
step:39816/40500 train_loss:1.5741 aux_loss:0.0023 train_time:28691651ms step_avg:720.79ms
step:39817/40500 train_loss:1.5072 aux_loss:0.0024 train_time:28692371ms step_avg:720.79ms
step:39818/40500 train_loss:1.5931 aux_loss:0.0022 train_time:28693091ms step_avg:720.79ms
step:39819/40500 train_loss:1.5787 aux_loss:0.0021 train_time:28693810ms step_avg:720.79ms
step:39820/40500 train_loss:1.5491 aux_loss:0.0023 train_time:28694530ms step_avg:720.79ms
step:39821/40500 train_loss:1.4959 aux_loss:0.0023 train_time:28695248ms step_avg:720.79ms
step:39822/40500 train_loss:1.5754 aux_loss:0.0024 train_time:28695969ms step_avg:720.79ms
step:39823/40500 train_loss:1.5340 aux_loss:0.0025 train_time:28696688ms step_avg:720.79ms
step:39824/40500 train_loss:1.4635 aux_loss:0.0023 train_time:28697407ms step_avg:720.79ms
step:39825/40500 train_loss:1.4976 aux_loss:0.0025 train_time:28698125ms step_avg:720.79ms
step:39826/40500 train_loss:1.4696 aux_loss:0.0024 train_time:28698843ms step_avg:720.79ms
step:39827/40500 train_loss:1.5324 aux_loss:0.0025 train_time:28699561ms step_avg:720.79ms
step:39828/40500 train_loss:1.5516 aux_loss:0.0026 train_time:28700279ms step_avg:720.79ms
step:39829/40500 train_loss:1.5224 aux_loss:0.0024 train_time:28700998ms step_avg:720.79ms
step:39830/40500 train_loss:1.5445 aux_loss:0.0024 train_time:28701717ms step_avg:720.79ms
step:39831/40500 train_loss:1.5372 aux_loss:0.0023 train_time:28702435ms step_avg:720.79ms
step:39832/40500 train_loss:1.5699 aux_loss:0.0025 train_time:28703153ms step_avg:720.79ms
step:39833/40500 train_loss:1.4969 aux_loss:0.0028 train_time:28703870ms step_avg:720.79ms
step:39834/40500 train_loss:1.4659 aux_loss:0.0024 train_time:28704591ms step_avg:720.79ms
step:39835/40500 train_loss:1.5216 aux_loss:0.0033 train_time:28705311ms step_avg:720.79ms
step:39836/40500 train_loss:1.4772 aux_loss:0.0024 train_time:28706029ms step_avg:720.79ms
step:39837/40500 train_loss:1.5101 aux_loss:0.0024 train_time:28706751ms step_avg:720.79ms
step:39838/40500 train_loss:1.5103 aux_loss:0.0024 train_time:28707472ms step_avg:720.79ms
step:39839/40500 train_loss:1.5182 aux_loss:0.0023 train_time:28708193ms step_avg:720.79ms
step:39840/40500 train_loss:1.5124 aux_loss:0.0023 train_time:28708912ms step_avg:720.79ms
step:39841/40500 train_loss:1.5647 aux_loss:0.0028 train_time:28709631ms step_avg:720.79ms
step:39842/40500 train_loss:1.5357 aux_loss:0.0028 train_time:28710350ms step_avg:720.79ms
step:39843/40500 train_loss:1.5133 aux_loss:0.0026 train_time:28711069ms step_avg:720.79ms
step:39844/40500 train_loss:1.5262 aux_loss:0.0023 train_time:28711787ms step_avg:720.79ms
step:39845/40500 train_loss:1.4677 aux_loss:0.0023 train_time:28712505ms step_avg:720.79ms
step:39846/40500 train_loss:1.5273 aux_loss:0.0025 train_time:28713226ms step_avg:720.79ms
step:39847/40500 train_loss:1.5058 aux_loss:0.0024 train_time:28713944ms step_avg:720.79ms
step:39848/40500 train_loss:1.5418 aux_loss:0.0024 train_time:28714661ms step_avg:720.79ms
step:39849/40500 train_loss:1.5418 aux_loss:0.0022 train_time:28715379ms step_avg:720.79ms
step:39850/40500 train_loss:1.5619 aux_loss:0.0027 train_time:28716098ms step_avg:720.79ms
step:39851/40500 train_loss:1.5719 aux_loss:0.0023 train_time:28716818ms step_avg:720.79ms
step:39852/40500 train_loss:1.5603 aux_loss:0.0026 train_time:28717534ms step_avg:720.79ms
step:39853/40500 train_loss:1.4899 aux_loss:0.0023 train_time:28718252ms step_avg:720.79ms
step:39854/40500 train_loss:1.5396 aux_loss:0.0024 train_time:28718971ms step_avg:720.79ms
step:39855/40500 train_loss:1.5245 aux_loss:0.0022 train_time:28719689ms step_avg:720.79ms
step:39856/40500 train_loss:1.5339 aux_loss:0.0026 train_time:28720408ms step_avg:720.79ms
step:39857/40500 train_loss:1.6125 aux_loss:0.0024 train_time:28721127ms step_avg:720.79ms
step:39858/40500 train_loss:1.5192 aux_loss:0.0023 train_time:28721847ms step_avg:720.79ms
step:39859/40500 train_loss:1.5233 aux_loss:0.0024 train_time:28722567ms step_avg:720.79ms
step:39860/40500 train_loss:1.5408 aux_loss:0.0023 train_time:28723286ms step_avg:720.79ms
step:39861/40500 train_loss:1.5310 aux_loss:0.0023 train_time:28724004ms step_avg:720.79ms
step:39862/40500 train_loss:1.5226 aux_loss:0.0022 train_time:28724721ms step_avg:720.78ms
step:39863/40500 train_loss:1.6068 aux_loss:0.0024 train_time:28725441ms step_avg:720.78ms
step:39864/40500 train_loss:1.5735 aux_loss:0.0023 train_time:28726161ms step_avg:720.78ms
step:39865/40500 train_loss:1.5152 aux_loss:0.0022 train_time:28726879ms step_avg:720.78ms
step:39866/40500 train_loss:1.5427 aux_loss:0.0026 train_time:28727599ms step_avg:720.78ms
step:39867/40500 train_loss:1.4903 aux_loss:0.0024 train_time:28728318ms step_avg:720.78ms
step:39868/40500 train_loss:1.5120 aux_loss:0.0023 train_time:28729036ms step_avg:720.78ms
step:39869/40500 train_loss:1.5635 aux_loss:0.0025 train_time:28729756ms step_avg:720.78ms
step:39870/40500 train_loss:1.5060 aux_loss:0.0024 train_time:28730473ms step_avg:720.78ms
step:39871/40500 train_loss:1.5853 aux_loss:0.0024 train_time:28731191ms step_avg:720.78ms
step:39872/40500 train_loss:1.5619 aux_loss:0.0024 train_time:28731910ms step_avg:720.78ms
step:39873/40500 train_loss:1.4989 aux_loss:0.0023 train_time:28732628ms step_avg:720.78ms
step:39874/40500 train_loss:1.5228 aux_loss:0.0025 train_time:28733346ms step_avg:720.78ms
step:39875/40500 train_loss:1.5345 aux_loss:0.0026 train_time:28734064ms step_avg:720.78ms
step:39876/40500 train_loss:1.5166 aux_loss:0.0024 train_time:28734784ms step_avg:720.78ms
step:39877/40500 train_loss:1.4724 aux_loss:0.0021 train_time:28735503ms step_avg:720.78ms
step:39878/40500 train_loss:1.5424 aux_loss:0.0023 train_time:28736221ms step_avg:720.78ms
step:39879/40500 train_loss:1.5602 aux_loss:0.0023 train_time:28736941ms step_avg:720.78ms
step:39880/40500 train_loss:1.5480 aux_loss:0.0023 train_time:28737658ms step_avg:720.78ms
step:39881/40500 train_loss:1.4919 aux_loss:0.0023 train_time:28738377ms step_avg:720.78ms
step:39882/40500 train_loss:1.5252 aux_loss:0.0025 train_time:28739097ms step_avg:720.78ms
step:39883/40500 train_loss:1.5319 aux_loss:0.0027 train_time:28739816ms step_avg:720.78ms
step:39884/40500 train_loss:1.5618 aux_loss:0.0022 train_time:28740538ms step_avg:720.78ms
step:39885/40500 train_loss:1.5127 aux_loss:0.0024 train_time:28741257ms step_avg:720.78ms
step:39886/40500 train_loss:1.5395 aux_loss:0.0024 train_time:28741975ms step_avg:720.78ms
step:39887/40500 train_loss:1.5458 aux_loss:0.0023 train_time:28742696ms step_avg:720.78ms
step:39888/40500 train_loss:1.5484 aux_loss:0.0023 train_time:28743415ms step_avg:720.78ms
step:39889/40500 train_loss:1.5604 aux_loss:0.0024 train_time:28744135ms step_avg:720.78ms
step:39890/40500 train_loss:1.5735 aux_loss:0.0022 train_time:28744853ms step_avg:720.78ms
step:39891/40500 train_loss:1.5595 aux_loss:0.0023 train_time:28745571ms step_avg:720.78ms
step:39892/40500 train_loss:1.5398 aux_loss:0.0024 train_time:28746290ms step_avg:720.78ms
step:39893/40500 train_loss:1.5387 aux_loss:0.0022 train_time:28747009ms step_avg:720.78ms
step:39894/40500 train_loss:1.5379 aux_loss:0.0025 train_time:28747727ms step_avg:720.78ms
step:39895/40500 train_loss:1.5067 aux_loss:0.0024 train_time:28748445ms step_avg:720.78ms
step:39896/40500 train_loss:1.5412 aux_loss:0.0023 train_time:28749163ms step_avg:720.78ms
step:39897/40500 train_loss:1.4995 aux_loss:0.0023 train_time:28749882ms step_avg:720.78ms
step:39898/40500 train_loss:1.4813 aux_loss:0.0021 train_time:28750601ms step_avg:720.78ms
step:39899/40500 train_loss:1.5771 aux_loss:0.0027 train_time:28751322ms step_avg:720.78ms
step:39900/40500 train_loss:1.5341 aux_loss:0.0022 train_time:28752040ms step_avg:720.78ms
step:39901/40500 train_loss:1.5443 aux_loss:0.0022 train_time:28752759ms step_avg:720.78ms
step:39902/40500 train_loss:1.4673 aux_loss:0.0024 train_time:28753478ms step_avg:720.78ms
step:39903/40500 train_loss:1.5340 aux_loss:0.0029 train_time:28754200ms step_avg:720.78ms
step:39904/40500 train_loss:1.5473 aux_loss:0.0023 train_time:28754920ms step_avg:720.78ms
step:39905/40500 train_loss:1.5148 aux_loss:0.0023 train_time:28755639ms step_avg:720.78ms
step:39906/40500 train_loss:1.5133 aux_loss:0.0024 train_time:28756358ms step_avg:720.78ms
step:39907/40500 train_loss:1.5532 aux_loss:0.0023 train_time:28757078ms step_avg:720.78ms
step:39908/40500 train_loss:1.5251 aux_loss:0.0023 train_time:28757797ms step_avg:720.78ms
step:39909/40500 train_loss:1.4853 aux_loss:0.0024 train_time:28758517ms step_avg:720.78ms
step:39910/40500 train_loss:1.6335 aux_loss:0.0024 train_time:28759238ms step_avg:720.78ms
step:39911/40500 train_loss:1.5369 aux_loss:0.0024 train_time:28759956ms step_avg:720.78ms
step:39912/40500 train_loss:1.5096 aux_loss:0.0026 train_time:28760676ms step_avg:720.78ms
step:39913/40500 train_loss:1.4937 aux_loss:0.0023 train_time:28761394ms step_avg:720.78ms
step:39914/40500 train_loss:1.5517 aux_loss:0.0023 train_time:28762114ms step_avg:720.78ms
step:39915/40500 train_loss:1.5603 aux_loss:0.0025 train_time:28762834ms step_avg:720.78ms
step:39916/40500 train_loss:1.5647 aux_loss:0.0025 train_time:28763554ms step_avg:720.78ms
step:39917/40500 train_loss:1.4651 aux_loss:0.0024 train_time:28764273ms step_avg:720.78ms
step:39918/40500 train_loss:1.5603 aux_loss:0.0024 train_time:28764992ms step_avg:720.78ms
step:39919/40500 train_loss:1.5497 aux_loss:0.0025 train_time:28765713ms step_avg:720.78ms
step:39920/40500 train_loss:1.5729 aux_loss:0.0024 train_time:28766432ms step_avg:720.78ms
step:39921/40500 train_loss:1.5317 aux_loss:0.0023 train_time:28767152ms step_avg:720.78ms
step:39922/40500 train_loss:1.5773 aux_loss:0.0023 train_time:28767872ms step_avg:720.78ms
step:39923/40500 train_loss:1.5844 aux_loss:0.0025 train_time:28768592ms step_avg:720.78ms
step:39924/40500 train_loss:1.5190 aux_loss:0.0027 train_time:28769310ms step_avg:720.78ms
step:39925/40500 train_loss:1.5792 aux_loss:0.0023 train_time:28770030ms step_avg:720.78ms
step:39926/40500 train_loss:1.4635 aux_loss:0.0023 train_time:28770748ms step_avg:720.78ms
step:39927/40500 train_loss:1.5483 aux_loss:0.0023 train_time:28771467ms step_avg:720.78ms
step:39928/40500 train_loss:1.5522 aux_loss:0.0023 train_time:28772185ms step_avg:720.78ms
step:39929/40500 train_loss:1.5482 aux_loss:0.0025 train_time:28772904ms step_avg:720.78ms
step:39930/40500 train_loss:1.4998 aux_loss:0.0023 train_time:28773621ms step_avg:720.78ms
step:39931/40500 train_loss:1.5151 aux_loss:0.0024 train_time:28774338ms step_avg:720.78ms
step:39932/40500 train_loss:1.5864 aux_loss:0.0026 train_time:28775056ms step_avg:720.78ms
step:39933/40500 train_loss:1.5931 aux_loss:0.0025 train_time:28775776ms step_avg:720.78ms
step:39934/40500 train_loss:1.5003 aux_loss:0.0023 train_time:28776495ms step_avg:720.78ms
step:39935/40500 train_loss:1.5771 aux_loss:0.0022 train_time:28777215ms step_avg:720.78ms
step:39936/40500 train_loss:1.5349 aux_loss:0.0024 train_time:28777933ms step_avg:720.78ms
step:39937/40500 train_loss:1.4993 aux_loss:0.0056 train_time:28778653ms step_avg:720.78ms
step:39938/40500 train_loss:1.5521 aux_loss:0.0025 train_time:28779372ms step_avg:720.78ms
step:39939/40500 train_loss:1.5120 aux_loss:0.0024 train_time:28780092ms step_avg:720.78ms
step:39940/40500 train_loss:1.5239 aux_loss:0.0026 train_time:28780811ms step_avg:720.78ms
step:39941/40500 train_loss:1.4783 aux_loss:0.0023 train_time:28781530ms step_avg:720.78ms
step:39942/40500 train_loss:1.4860 aux_loss:0.0025 train_time:28782250ms step_avg:720.78ms
step:39943/40500 train_loss:1.5337 aux_loss:0.0025 train_time:28782969ms step_avg:720.78ms
step:39944/40500 train_loss:1.6092 aux_loss:0.0023 train_time:28783689ms step_avg:720.78ms
step:39945/40500 train_loss:1.5439 aux_loss:0.0023 train_time:28784409ms step_avg:720.78ms
step:39946/40500 train_loss:1.5702 aux_loss:0.0024 train_time:28785129ms step_avg:720.78ms
step:39947/40500 train_loss:1.5262 aux_loss:0.0023 train_time:28785846ms step_avg:720.78ms
step:39948/40500 train_loss:1.5450 aux_loss:0.0025 train_time:28786566ms step_avg:720.78ms
step:39949/40500 train_loss:1.4965 aux_loss:0.0024 train_time:28787284ms step_avg:720.78ms
step:39950/40500 train_loss:1.5079 aux_loss:0.0026 train_time:28788006ms step_avg:720.78ms
step:39951/40500 train_loss:1.5727 aux_loss:0.0022 train_time:28788724ms step_avg:720.78ms
step:39952/40500 train_loss:1.5425 aux_loss:0.0022 train_time:28789443ms step_avg:720.78ms
step:39953/40500 train_loss:1.5228 aux_loss:0.0025 train_time:28790163ms step_avg:720.78ms
step:39954/40500 train_loss:1.5291 aux_loss:0.0023 train_time:28790880ms step_avg:720.78ms
step:39955/40500 train_loss:1.5320 aux_loss:0.0021 train_time:28791600ms step_avg:720.78ms
step:39956/40500 train_loss:1.5093 aux_loss:0.0025 train_time:28792319ms step_avg:720.78ms
step:39957/40500 train_loss:1.5769 aux_loss:0.0023 train_time:28793038ms step_avg:720.78ms
step:39958/40500 train_loss:1.4943 aux_loss:0.0025 train_time:28793758ms step_avg:720.78ms
step:39959/40500 train_loss:1.5063 aux_loss:0.0025 train_time:28794474ms step_avg:720.78ms
step:39960/40500 train_loss:1.6095 aux_loss:0.0025 train_time:28795192ms step_avg:720.78ms
step:39961/40500 train_loss:1.5667 aux_loss:0.0026 train_time:28795909ms step_avg:720.78ms
step:39962/40500 train_loss:1.5447 aux_loss:0.0025 train_time:28796628ms step_avg:720.78ms
step:39963/40500 train_loss:1.5153 aux_loss:0.0025 train_time:28797347ms step_avg:720.78ms
step:39964/40500 train_loss:1.5682 aux_loss:0.0024 train_time:28798063ms step_avg:720.78ms
step:39965/40500 train_loss:1.5180 aux_loss:0.0025 train_time:28798784ms step_avg:720.78ms
step:39966/40500 train_loss:1.5144 aux_loss:0.0025 train_time:28799503ms step_avg:720.78ms
step:39967/40500 train_loss:1.4632 aux_loss:0.0026 train_time:28800222ms step_avg:720.78ms
step:39968/40500 train_loss:1.5284 aux_loss:0.0023 train_time:28800941ms step_avg:720.78ms
step:39969/40500 train_loss:1.5354 aux_loss:0.0022 train_time:28801659ms step_avg:720.78ms
step:39970/40500 train_loss:1.5431 aux_loss:0.0023 train_time:28802378ms step_avg:720.78ms
step:39971/40500 train_loss:1.5035 aux_loss:0.0023 train_time:28803094ms step_avg:720.78ms
step:39972/40500 train_loss:1.5415 aux_loss:0.0023 train_time:28803812ms step_avg:720.78ms
step:39973/40500 train_loss:1.5225 aux_loss:0.0028 train_time:28804532ms step_avg:720.78ms
step:39974/40500 train_loss:1.5147 aux_loss:0.0022 train_time:28805249ms step_avg:720.78ms
step:39975/40500 train_loss:1.5175 aux_loss:0.0024 train_time:28805965ms step_avg:720.78ms
step:39976/40500 train_loss:1.5784 aux_loss:0.0029 train_time:28806685ms step_avg:720.78ms
step:39977/40500 train_loss:1.5042 aux_loss:0.0031 train_time:28807406ms step_avg:720.78ms
step:39978/40500 train_loss:1.5847 aux_loss:0.0024 train_time:28808125ms step_avg:720.78ms
step:39979/40500 train_loss:1.5557 aux_loss:0.0031 train_time:28808843ms step_avg:720.78ms
step:39980/40500 train_loss:1.4755 aux_loss:0.0024 train_time:28809561ms step_avg:720.78ms
step:39981/40500 train_loss:1.5287 aux_loss:0.0024 train_time:28810281ms step_avg:720.78ms
step:39982/40500 train_loss:1.5191 aux_loss:0.0024 train_time:28811001ms step_avg:720.78ms
step:39983/40500 train_loss:1.6036 aux_loss:0.0023 train_time:28811720ms step_avg:720.78ms
step:39984/40500 train_loss:1.4967 aux_loss:0.0026 train_time:28812437ms step_avg:720.78ms
step:39985/40500 train_loss:1.5239 aux_loss:0.0024 train_time:28813158ms step_avg:720.78ms
step:39986/40500 train_loss:1.5440 aux_loss:0.0023 train_time:28813876ms step_avg:720.78ms
step:39987/40500 train_loss:1.5112 aux_loss:0.0024 train_time:28814594ms step_avg:720.78ms
step:39988/40500 train_loss:1.5510 aux_loss:0.0022 train_time:28815314ms step_avg:720.78ms
step:39989/40500 train_loss:1.5297 aux_loss:0.0024 train_time:28816031ms step_avg:720.78ms
step:39990/40500 train_loss:1.5208 aux_loss:0.0025 train_time:28816750ms step_avg:720.78ms
step:39991/40500 train_loss:1.6021 aux_loss:0.0024 train_time:28817467ms step_avg:720.78ms
step:39992/40500 train_loss:1.6164 aux_loss:0.0025 train_time:28818185ms step_avg:720.78ms
step:39993/40500 train_loss:1.5070 aux_loss:0.0022 train_time:28818903ms step_avg:720.78ms
step:39994/40500 train_loss:1.4876 aux_loss:0.0024 train_time:28819620ms step_avg:720.78ms
step:39995/40500 train_loss:1.5568 aux_loss:0.0023 train_time:28820339ms step_avg:720.78ms
step:39996/40500 train_loss:1.5655 aux_loss:0.0023 train_time:28821058ms step_avg:720.78ms
step:39997/40500 train_loss:1.5087 aux_loss:0.0023 train_time:28821778ms step_avg:720.78ms
step:39998/40500 train_loss:1.5146 aux_loss:0.0027 train_time:28822497ms step_avg:720.78ms
step:39999/40500 train_loss:1.5478 aux_loss:0.0025 train_time:28823217ms step_avg:720.78ms
step:40000/40500 train_loss:1.5189 aux_loss:0.0026 train_time:28823937ms step_avg:720.78ms
step:40000/40500 val_loss:1.5568 val_aux_loss:0.0026 train_time:28823938ms step_avg:720.78ms
step:40001/40500 train_loss:1.5630 aux_loss:0.0023 train_time:28824660ms step_avg:720.78ms
step:40002/40500 train_loss:1.5698 aux_loss:0.0032 train_time:28825379ms step_avg:720.78ms
step:40003/40500 train_loss:1.5427 aux_loss:0.0024 train_time:28826099ms step_avg:720.78ms
step:40004/40500 train_loss:1.5384 aux_loss:0.0024 train_time:28826819ms step_avg:720.78ms
step:40005/40500 train_loss:1.5196 aux_loss:0.0025 train_time:28827539ms step_avg:720.78ms
step:40006/40500 train_loss:1.4818 aux_loss:0.0024 train_time:28828258ms step_avg:720.78ms
step:40007/40500 train_loss:1.5745 aux_loss:0.0023 train_time:28828977ms step_avg:720.78ms
step:40008/40500 train_loss:1.5449 aux_loss:0.0025 train_time:28829697ms step_avg:720.78ms
step:40009/40500 train_loss:1.5973 aux_loss:0.0028 train_time:28830417ms step_avg:720.78ms
step:40010/40500 train_loss:1.5189 aux_loss:0.0023 train_time:28831135ms step_avg:720.78ms
step:40011/40500 train_loss:1.5849 aux_loss:0.0022 train_time:28831855ms step_avg:720.78ms
step:40012/40500 train_loss:1.5711 aux_loss:0.0027 train_time:28832574ms step_avg:720.78ms
step:40013/40500 train_loss:1.5269 aux_loss:0.0027 train_time:28833293ms step_avg:720.78ms
step:40014/40500 train_loss:1.5300 aux_loss:0.0023 train_time:28834011ms step_avg:720.78ms
step:40015/40500 train_loss:1.5300 aux_loss:0.0025 train_time:28834728ms step_avg:720.78ms
step:40016/40500 train_loss:1.5127 aux_loss:0.0022 train_time:28835446ms step_avg:720.78ms
step:40017/40500 train_loss:1.5435 aux_loss:0.0027 train_time:28836165ms step_avg:720.78ms
step:40018/40500 train_loss:1.5111 aux_loss:0.0024 train_time:28836885ms step_avg:720.78ms
step:40019/40500 train_loss:1.5624 aux_loss:0.0025 train_time:28837603ms step_avg:720.78ms
step:40020/40500 train_loss:1.5447 aux_loss:0.0023 train_time:28838323ms step_avg:720.78ms
step:40021/40500 train_loss:1.5814 aux_loss:0.0023 train_time:28839041ms step_avg:720.78ms
step:40022/40500 train_loss:1.6087 aux_loss:0.0024 train_time:28839761ms step_avg:720.78ms
step:40023/40500 train_loss:1.5116 aux_loss:0.0025 train_time:28840480ms step_avg:720.78ms
step:40024/40500 train_loss:1.5360 aux_loss:0.0025 train_time:28841200ms step_avg:720.78ms
step:40025/40500 train_loss:1.5424 aux_loss:0.0023 train_time:28841918ms step_avg:720.78ms
step:40026/40500 train_loss:1.5182 aux_loss:0.0025 train_time:28842638ms step_avg:720.78ms
step:40027/40500 train_loss:1.5283 aux_loss:0.0023 train_time:28843357ms step_avg:720.78ms
step:40028/40500 train_loss:1.4770 aux_loss:0.0023 train_time:28844076ms step_avg:720.78ms
step:40029/40500 train_loss:1.5046 aux_loss:0.0025 train_time:28844796ms step_avg:720.78ms
step:40030/40500 train_loss:1.5589 aux_loss:0.0026 train_time:28845515ms step_avg:720.78ms
step:40031/40500 train_loss:1.5575 aux_loss:0.0023 train_time:28846235ms step_avg:720.78ms
step:40032/40500 train_loss:1.5433 aux_loss:0.0025 train_time:28846955ms step_avg:720.78ms
step:40033/40500 train_loss:1.5164 aux_loss:0.0023 train_time:28847675ms step_avg:720.78ms
step:40034/40500 train_loss:1.5515 aux_loss:0.0025 train_time:28848394ms step_avg:720.78ms
step:40035/40500 train_loss:1.5515 aux_loss:0.0022 train_time:28849115ms step_avg:720.78ms
step:40036/40500 train_loss:1.5211 aux_loss:0.0023 train_time:28849835ms step_avg:720.78ms
step:40037/40500 train_loss:1.5321 aux_loss:0.0023 train_time:28850557ms step_avg:720.78ms
step:40038/40500 train_loss:1.5299 aux_loss:0.0023 train_time:28851274ms step_avg:720.78ms
step:40039/40500 train_loss:1.6220 aux_loss:0.0024 train_time:28851995ms step_avg:720.78ms
step:40040/40500 train_loss:1.5518 aux_loss:0.0023 train_time:28852716ms step_avg:720.78ms
step:40041/40500 train_loss:1.5352 aux_loss:0.0024 train_time:28853435ms step_avg:720.78ms
step:40042/40500 train_loss:1.5040 aux_loss:0.0023 train_time:28854155ms step_avg:720.78ms
step:40043/40500 train_loss:1.5731 aux_loss:0.0023 train_time:28854876ms step_avg:720.78ms
step:40044/40500 train_loss:1.5135 aux_loss:0.0039 train_time:28855597ms step_avg:720.78ms
step:40045/40500 train_loss:1.5278 aux_loss:0.0026 train_time:28856315ms step_avg:720.78ms
step:40046/40500 train_loss:1.6175 aux_loss:0.0024 train_time:28857036ms step_avg:720.78ms
step:40047/40500 train_loss:1.5729 aux_loss:0.0024 train_time:28857755ms step_avg:720.78ms
step:40048/40500 train_loss:1.5049 aux_loss:0.0024 train_time:28858474ms step_avg:720.78ms
step:40049/40500 train_loss:1.5371 aux_loss:0.0029 train_time:28859193ms step_avg:720.78ms
step:40050/40500 train_loss:1.5806 aux_loss:0.0025 train_time:28859914ms step_avg:720.78ms
step:40051/40500 train_loss:1.4933 aux_loss:0.0023 train_time:28860632ms step_avg:720.78ms
step:40052/40500 train_loss:1.5371 aux_loss:0.0023 train_time:28861349ms step_avg:720.78ms
step:40053/40500 train_loss:1.5218 aux_loss:0.0032 train_time:28862069ms step_avg:720.78ms
step:40054/40500 train_loss:1.6019 aux_loss:0.0026 train_time:28862790ms step_avg:720.78ms
step:40055/40500 train_loss:1.5554 aux_loss:0.0026 train_time:28863510ms step_avg:720.78ms
step:40056/40500 train_loss:1.5143 aux_loss:0.0024 train_time:28864231ms step_avg:720.78ms
step:40057/40500 train_loss:1.4831 aux_loss:0.0023 train_time:28864954ms step_avg:720.78ms
step:40058/40500 train_loss:1.4941 aux_loss:0.0027 train_time:28865674ms step_avg:720.78ms
step:40059/40500 train_loss:1.5430 aux_loss:0.0026 train_time:28866392ms step_avg:720.78ms
step:40060/40500 train_loss:1.5390 aux_loss:0.0023 train_time:28867112ms step_avg:720.78ms
step:40061/40500 train_loss:1.5697 aux_loss:0.0023 train_time:28867832ms step_avg:720.78ms
step:40062/40500 train_loss:1.5110 aux_loss:0.0024 train_time:28868551ms step_avg:720.78ms
step:40063/40500 train_loss:1.5622 aux_loss:0.0024 train_time:28869271ms step_avg:720.78ms
step:40064/40500 train_loss:1.5107 aux_loss:0.0023 train_time:28869989ms step_avg:720.78ms
step:40065/40500 train_loss:1.5510 aux_loss:0.0022 train_time:28870709ms step_avg:720.78ms
step:40066/40500 train_loss:1.5700 aux_loss:0.0022 train_time:28871428ms step_avg:720.78ms
step:40067/40500 train_loss:1.4796 aux_loss:0.0023 train_time:28872150ms step_avg:720.78ms
step:40068/40500 train_loss:1.5614 aux_loss:0.0025 train_time:28872869ms step_avg:720.78ms
step:40069/40500 train_loss:1.5523 aux_loss:0.0024 train_time:28873587ms step_avg:720.78ms
step:40070/40500 train_loss:1.5269 aux_loss:0.0024 train_time:28874308ms step_avg:720.78ms
step:40071/40500 train_loss:1.4920 aux_loss:0.0023 train_time:28875031ms step_avg:720.78ms
step:40072/40500 train_loss:1.5452 aux_loss:0.0023 train_time:28875749ms step_avg:720.78ms
step:40073/40500 train_loss:1.5462 aux_loss:0.0025 train_time:28876469ms step_avg:720.78ms
step:40074/40500 train_loss:1.5576 aux_loss:0.0032 train_time:28877189ms step_avg:720.78ms
step:40075/40500 train_loss:1.5169 aux_loss:0.0021 train_time:28877909ms step_avg:720.78ms
step:40076/40500 train_loss:1.4762 aux_loss:0.0022 train_time:28878628ms step_avg:720.78ms
step:40077/40500 train_loss:1.5756 aux_loss:0.0026 train_time:28879347ms step_avg:720.78ms
step:40078/40500 train_loss:1.5577 aux_loss:0.0023 train_time:28880065ms step_avg:720.78ms
step:40079/40500 train_loss:1.5801 aux_loss:0.0026 train_time:28880784ms step_avg:720.78ms
step:40080/40500 train_loss:1.5738 aux_loss:0.0023 train_time:28881502ms step_avg:720.78ms
step:40081/40500 train_loss:1.5516 aux_loss:0.0026 train_time:28882222ms step_avg:720.78ms
step:40082/40500 train_loss:1.5431 aux_loss:0.0022 train_time:28882941ms step_avg:720.78ms
step:40083/40500 train_loss:1.5766 aux_loss:0.0023 train_time:28883661ms step_avg:720.78ms
step:40084/40500 train_loss:1.5440 aux_loss:0.0024 train_time:28884380ms step_avg:720.78ms
step:40085/40500 train_loss:1.5389 aux_loss:0.0025 train_time:28885099ms step_avg:720.78ms
step:40086/40500 train_loss:1.5086 aux_loss:0.0024 train_time:28885815ms step_avg:720.78ms
step:40087/40500 train_loss:1.5191 aux_loss:0.0024 train_time:28886534ms step_avg:720.78ms
step:40088/40500 train_loss:1.5557 aux_loss:0.0025 train_time:28887253ms step_avg:720.78ms
step:40089/40500 train_loss:1.4937 aux_loss:0.0024 train_time:28887974ms step_avg:720.78ms
step:40090/40500 train_loss:1.5315 aux_loss:0.0023 train_time:28888694ms step_avg:720.78ms
step:40091/40500 train_loss:1.5451 aux_loss:0.0025 train_time:28889412ms step_avg:720.78ms
step:40092/40500 train_loss:1.4859 aux_loss:0.0024 train_time:28890133ms step_avg:720.78ms
step:40093/40500 train_loss:1.5884 aux_loss:0.0024 train_time:28890851ms step_avg:720.78ms
step:40094/40500 train_loss:1.5704 aux_loss:0.0024 train_time:28891569ms step_avg:720.78ms
step:40095/40500 train_loss:1.5090 aux_loss:0.0024 train_time:28892286ms step_avg:720.78ms
step:40096/40500 train_loss:1.5366 aux_loss:0.0026 train_time:28893006ms step_avg:720.78ms
step:40097/40500 train_loss:1.5181 aux_loss:0.0024 train_time:28893724ms step_avg:720.78ms
step:40098/40500 train_loss:1.5213 aux_loss:0.0023 train_time:28894446ms step_avg:720.78ms
step:40099/40500 train_loss:1.5136 aux_loss:0.0027 train_time:28895165ms step_avg:720.78ms
step:40100/40500 train_loss:1.5715 aux_loss:0.0026 train_time:28895886ms step_avg:720.78ms
step:40101/40500 train_loss:1.5411 aux_loss:0.0029 train_time:28896605ms step_avg:720.78ms
step:40102/40500 train_loss:1.5257 aux_loss:0.0024 train_time:28897324ms step_avg:720.78ms
step:40103/40500 train_loss:1.5227 aux_loss:0.0026 train_time:28898043ms step_avg:720.78ms
step:40104/40500 train_loss:1.5293 aux_loss:0.0023 train_time:28898762ms step_avg:720.78ms
step:40105/40500 train_loss:1.5874 aux_loss:0.0023 train_time:28899481ms step_avg:720.78ms
step:40106/40500 train_loss:1.5066 aux_loss:0.0025 train_time:28900201ms step_avg:720.78ms
step:40107/40500 train_loss:1.5365 aux_loss:0.0025 train_time:28900922ms step_avg:720.78ms
step:40108/40500 train_loss:1.4982 aux_loss:0.0023 train_time:28901639ms step_avg:720.78ms
step:40109/40500 train_loss:1.5669 aux_loss:0.0025 train_time:28902359ms step_avg:720.78ms
step:40110/40500 train_loss:1.5139 aux_loss:0.0022 train_time:28903080ms step_avg:720.78ms
step:40111/40500 train_loss:1.5303 aux_loss:0.0023 train_time:28903801ms step_avg:720.78ms
step:40112/40500 train_loss:1.5349 aux_loss:0.0022 train_time:28904519ms step_avg:720.78ms
step:40113/40500 train_loss:1.5568 aux_loss:0.0025 train_time:28905238ms step_avg:720.77ms
step:40114/40500 train_loss:1.5203 aux_loss:0.0022 train_time:28905959ms step_avg:720.77ms
step:40115/40500 train_loss:1.5332 aux_loss:0.0025 train_time:28906677ms step_avg:720.77ms
step:40116/40500 train_loss:1.5874 aux_loss:0.0030 train_time:28907398ms step_avg:720.77ms
step:40117/40500 train_loss:1.5312 aux_loss:0.0026 train_time:28908117ms step_avg:720.77ms
step:40118/40500 train_loss:1.5774 aux_loss:0.0023 train_time:28908838ms step_avg:720.77ms
step:40119/40500 train_loss:1.5349 aux_loss:0.0022 train_time:28909556ms step_avg:720.77ms
step:40120/40500 train_loss:1.4566 aux_loss:0.0023 train_time:28910277ms step_avg:720.77ms
step:40121/40500 train_loss:1.5113 aux_loss:0.0026 train_time:28910998ms step_avg:720.77ms
step:40122/40500 train_loss:1.5640 aux_loss:0.0024 train_time:28911716ms step_avg:720.77ms
step:40123/40500 train_loss:1.5524 aux_loss:0.0023 train_time:28912438ms step_avg:720.77ms
step:40124/40500 train_loss:1.5415 aux_loss:0.0023 train_time:28913157ms step_avg:720.77ms
step:40125/40500 train_loss:1.4951 aux_loss:0.0022 train_time:28913877ms step_avg:720.77ms
step:40126/40500 train_loss:1.5319 aux_loss:0.0024 train_time:28914596ms step_avg:720.77ms
step:40127/40500 train_loss:1.4941 aux_loss:0.0022 train_time:28915316ms step_avg:720.77ms
step:40128/40500 train_loss:1.5486 aux_loss:0.0024 train_time:28916036ms step_avg:720.77ms
step:40129/40500 train_loss:1.5721 aux_loss:0.0023 train_time:28916755ms step_avg:720.77ms
step:40130/40500 train_loss:1.4856 aux_loss:0.0026 train_time:28917473ms step_avg:720.77ms
step:40131/40500 train_loss:1.5426 aux_loss:0.0025 train_time:28918193ms step_avg:720.77ms
step:40132/40500 train_loss:1.5490 aux_loss:0.0023 train_time:28918911ms step_avg:720.77ms
step:40133/40500 train_loss:1.5823 aux_loss:0.0025 train_time:28919629ms step_avg:720.77ms
step:40134/40500 train_loss:1.5998 aux_loss:0.0026 train_time:28920348ms step_avg:720.77ms
step:40135/40500 train_loss:1.5416 aux_loss:0.0029 train_time:28921069ms step_avg:720.77ms
step:40136/40500 train_loss:1.4507 aux_loss:0.0023 train_time:28921786ms step_avg:720.77ms
step:40137/40500 train_loss:1.5415 aux_loss:0.0021 train_time:28922506ms step_avg:720.77ms
step:40138/40500 train_loss:1.5395 aux_loss:0.0022 train_time:28923224ms step_avg:720.77ms
step:40139/40500 train_loss:1.5727 aux_loss:0.0022 train_time:28923943ms step_avg:720.77ms
step:40140/40500 train_loss:1.5914 aux_loss:0.0022 train_time:28924664ms step_avg:720.77ms
step:40141/40500 train_loss:1.5371 aux_loss:0.0023 train_time:28925382ms step_avg:720.77ms
step:40142/40500 train_loss:1.5178 aux_loss:0.0023 train_time:28926100ms step_avg:720.77ms
step:40143/40500 train_loss:1.5285 aux_loss:0.0025 train_time:28926817ms step_avg:720.77ms
step:40144/40500 train_loss:1.5225 aux_loss:0.0023 train_time:28927535ms step_avg:720.77ms
step:40145/40500 train_loss:1.5260 aux_loss:0.0023 train_time:28928254ms step_avg:720.77ms
step:40146/40500 train_loss:1.5096 aux_loss:0.0025 train_time:28928974ms step_avg:720.77ms
step:40147/40500 train_loss:1.5765 aux_loss:0.0024 train_time:28929693ms step_avg:720.77ms
step:40148/40500 train_loss:1.5030 aux_loss:0.0024 train_time:28930413ms step_avg:720.77ms
step:40149/40500 train_loss:1.5180 aux_loss:0.0022 train_time:28931133ms step_avg:720.77ms
step:40150/40500 train_loss:1.5417 aux_loss:0.0022 train_time:28931854ms step_avg:720.77ms
step:40151/40500 train_loss:1.5114 aux_loss:0.0023 train_time:28932572ms step_avg:720.77ms
step:40152/40500 train_loss:1.5808 aux_loss:0.0024 train_time:28933292ms step_avg:720.77ms
step:40153/40500 train_loss:1.5518 aux_loss:0.0025 train_time:28934012ms step_avg:720.77ms
step:40154/40500 train_loss:1.6076 aux_loss:0.0024 train_time:28934732ms step_avg:720.77ms
step:40155/40500 train_loss:1.5384 aux_loss:0.0028 train_time:28935451ms step_avg:720.77ms
step:40156/40500 train_loss:1.5446 aux_loss:0.0024 train_time:28936174ms step_avg:720.77ms
step:40157/40500 train_loss:1.5176 aux_loss:0.0022 train_time:28936894ms step_avg:720.77ms
step:40158/40500 train_loss:1.5173 aux_loss:0.0023 train_time:28937613ms step_avg:720.77ms
step:40159/40500 train_loss:1.5673 aux_loss:0.0023 train_time:28938333ms step_avg:720.77ms
step:40160/40500 train_loss:1.5050 aux_loss:0.0023 train_time:28939054ms step_avg:720.77ms
step:40161/40500 train_loss:1.5182 aux_loss:0.0024 train_time:28939773ms step_avg:720.77ms
step:40162/40500 train_loss:1.5513 aux_loss:0.0022 train_time:28940492ms step_avg:720.77ms
step:40163/40500 train_loss:1.5690 aux_loss:0.0023 train_time:28941211ms step_avg:720.77ms
step:40164/40500 train_loss:1.5563 aux_loss:0.0024 train_time:28941931ms step_avg:720.77ms
step:40165/40500 train_loss:1.5653 aux_loss:0.0025 train_time:28942649ms step_avg:720.77ms
step:40166/40500 train_loss:1.5198 aux_loss:0.0022 train_time:28943370ms step_avg:720.77ms
step:40167/40500 train_loss:1.5438 aux_loss:0.0024 train_time:28944089ms step_avg:720.77ms
step:40168/40500 train_loss:1.5387 aux_loss:0.0024 train_time:28944808ms step_avg:720.77ms
step:40169/40500 train_loss:1.5431 aux_loss:0.0026 train_time:28945528ms step_avg:720.77ms
step:40170/40500 train_loss:1.6256 aux_loss:0.0030 train_time:28946249ms step_avg:720.77ms
step:40171/40500 train_loss:1.5121 aux_loss:0.0023 train_time:28946967ms step_avg:720.77ms
step:40172/40500 train_loss:1.4935 aux_loss:0.0025 train_time:28947685ms step_avg:720.77ms
step:40173/40500 train_loss:1.5881 aux_loss:0.0026 train_time:28948407ms step_avg:720.77ms
step:40174/40500 train_loss:1.5514 aux_loss:0.0026 train_time:28949127ms step_avg:720.77ms
step:40175/40500 train_loss:1.5467 aux_loss:0.0025 train_time:28949846ms step_avg:720.77ms
step:40176/40500 train_loss:1.4800 aux_loss:0.0023 train_time:28950569ms step_avg:720.77ms
step:40177/40500 train_loss:1.5488 aux_loss:0.0025 train_time:28951290ms step_avg:720.77ms
step:40178/40500 train_loss:1.5500 aux_loss:0.0022 train_time:28952009ms step_avg:720.77ms
step:40179/40500 train_loss:1.5868 aux_loss:0.0024 train_time:28952728ms step_avg:720.77ms
step:40180/40500 train_loss:1.5165 aux_loss:0.0024 train_time:28953447ms step_avg:720.77ms
step:40181/40500 train_loss:1.5285 aux_loss:0.0023 train_time:28954167ms step_avg:720.77ms
step:40182/40500 train_loss:1.5444 aux_loss:0.0024 train_time:28954887ms step_avg:720.77ms
step:40183/40500 train_loss:1.5255 aux_loss:0.0023 train_time:28955607ms step_avg:720.77ms
step:40184/40500 train_loss:1.4833 aux_loss:0.0023 train_time:28956325ms step_avg:720.77ms
step:40185/40500 train_loss:1.4958 aux_loss:0.0024 train_time:28957043ms step_avg:720.77ms
step:40186/40500 train_loss:1.5502 aux_loss:0.0025 train_time:28957766ms step_avg:720.77ms
step:40187/40500 train_loss:1.5321 aux_loss:0.0023 train_time:28958485ms step_avg:720.77ms
step:40188/40500 train_loss:1.5454 aux_loss:0.0023 train_time:28959205ms step_avg:720.77ms
step:40189/40500 train_loss:1.4765 aux_loss:0.0025 train_time:28959925ms step_avg:720.77ms
step:40190/40500 train_loss:1.5483 aux_loss:0.0022 train_time:28960646ms step_avg:720.77ms
step:40191/40500 train_loss:1.5369 aux_loss:0.0023 train_time:28961365ms step_avg:720.77ms
step:40192/40500 train_loss:1.5151 aux_loss:0.0026 train_time:28962086ms step_avg:720.77ms
step:40193/40500 train_loss:1.4583 aux_loss:0.0025 train_time:28962804ms step_avg:720.77ms
step:40194/40500 train_loss:1.5394 aux_loss:0.0025 train_time:28963523ms step_avg:720.77ms
step:40195/40500 train_loss:1.5480 aux_loss:0.0023 train_time:28964243ms step_avg:720.77ms
step:40196/40500 train_loss:1.4811 aux_loss:0.0026 train_time:28964963ms step_avg:720.77ms
step:40197/40500 train_loss:1.4757 aux_loss:0.0023 train_time:28965683ms step_avg:720.77ms
step:40198/40500 train_loss:1.5364 aux_loss:0.0023 train_time:28966401ms step_avg:720.77ms
step:40199/40500 train_loss:1.5120 aux_loss:0.0025 train_time:28967122ms step_avg:720.77ms
step:40200/40500 train_loss:1.5934 aux_loss:0.0024 train_time:28967841ms step_avg:720.77ms
step:40201/40500 train_loss:1.5573 aux_loss:0.0024 train_time:28968558ms step_avg:720.77ms
step:40202/40500 train_loss:1.5223 aux_loss:0.0024 train_time:28969276ms step_avg:720.77ms
step:40203/40500 train_loss:1.5337 aux_loss:0.0023 train_time:28969996ms step_avg:720.77ms
step:40204/40500 train_loss:1.5801 aux_loss:0.0025 train_time:28970716ms step_avg:720.77ms
step:40205/40500 train_loss:1.5052 aux_loss:0.0023 train_time:28971435ms step_avg:720.77ms
step:40206/40500 train_loss:1.5526 aux_loss:0.0024 train_time:28972155ms step_avg:720.77ms
step:40207/40500 train_loss:1.5043 aux_loss:0.0024 train_time:28972875ms step_avg:720.77ms
step:40208/40500 train_loss:1.5769 aux_loss:0.0026 train_time:28973593ms step_avg:720.77ms
step:40209/40500 train_loss:1.4971 aux_loss:0.0024 train_time:28974314ms step_avg:720.77ms
step:40210/40500 train_loss:1.5552 aux_loss:0.0023 train_time:28975032ms step_avg:720.77ms
step:40211/40500 train_loss:1.5165 aux_loss:0.0025 train_time:28975749ms step_avg:720.77ms
step:40212/40500 train_loss:1.5500 aux_loss:0.0031 train_time:28976468ms step_avg:720.77ms
step:40213/40500 train_loss:1.5241 aux_loss:0.0025 train_time:28977187ms step_avg:720.77ms
step:40214/40500 train_loss:1.5380 aux_loss:0.0023 train_time:28977904ms step_avg:720.77ms
step:40215/40500 train_loss:1.5548 aux_loss:0.0024 train_time:28978622ms step_avg:720.77ms
step:40216/40500 train_loss:1.5396 aux_loss:0.0024 train_time:28979341ms step_avg:720.77ms
step:40217/40500 train_loss:1.5267 aux_loss:0.0023 train_time:28980060ms step_avg:720.77ms
step:40218/40500 train_loss:1.5135 aux_loss:0.0023 train_time:28980778ms step_avg:720.77ms
step:40219/40500 train_loss:1.5131 aux_loss:0.0024 train_time:28981498ms step_avg:720.77ms
step:40220/40500 train_loss:1.6017 aux_loss:0.0025 train_time:28982216ms step_avg:720.77ms
step:40221/40500 train_loss:1.5690 aux_loss:0.0024 train_time:28982938ms step_avg:720.77ms
step:40222/40500 train_loss:1.5031 aux_loss:0.0027 train_time:28983660ms step_avg:720.77ms
step:40223/40500 train_loss:1.4592 aux_loss:0.0025 train_time:28984381ms step_avg:720.77ms
step:40224/40500 train_loss:1.4747 aux_loss:0.0024 train_time:28985100ms step_avg:720.77ms
step:40225/40500 train_loss:1.6045 aux_loss:0.0024 train_time:28985818ms step_avg:720.77ms
step:40226/40500 train_loss:1.5329 aux_loss:0.0024 train_time:28986538ms step_avg:720.77ms
step:40227/40500 train_loss:1.5104 aux_loss:0.0024 train_time:28987257ms step_avg:720.77ms
step:40228/40500 train_loss:1.5428 aux_loss:0.0024 train_time:28987977ms step_avg:720.77ms
step:40229/40500 train_loss:1.5263 aux_loss:0.0029 train_time:28988696ms step_avg:720.77ms
step:40230/40500 train_loss:1.5503 aux_loss:0.0023 train_time:28989416ms step_avg:720.77ms
step:40231/40500 train_loss:1.5450 aux_loss:0.0022 train_time:28990135ms step_avg:720.77ms
step:40232/40500 train_loss:1.5069 aux_loss:0.0024 train_time:28990854ms step_avg:720.77ms
step:40233/40500 train_loss:1.5367 aux_loss:0.0023 train_time:28991576ms step_avg:720.77ms
step:40234/40500 train_loss:1.4833 aux_loss:0.0023 train_time:28992296ms step_avg:720.77ms
step:40235/40500 train_loss:1.5280 aux_loss:0.0023 train_time:28993015ms step_avg:720.77ms
step:40236/40500 train_loss:1.5503 aux_loss:0.0023 train_time:28993738ms step_avg:720.77ms
step:40237/40500 train_loss:1.5183 aux_loss:0.0022 train_time:28994456ms step_avg:720.77ms
step:40238/40500 train_loss:1.5357 aux_loss:0.0024 train_time:28995176ms step_avg:720.77ms
step:40239/40500 train_loss:1.5348 aux_loss:0.0029 train_time:28995895ms step_avg:720.77ms
step:40240/40500 train_loss:1.5520 aux_loss:0.0025 train_time:28996613ms step_avg:720.77ms
step:40241/40500 train_loss:1.5533 aux_loss:0.0024 train_time:28997332ms step_avg:720.77ms
step:40242/40500 train_loss:1.5156 aux_loss:0.0022 train_time:28998052ms step_avg:720.77ms
step:40243/40500 train_loss:1.5531 aux_loss:0.0023 train_time:28998770ms step_avg:720.77ms
step:40244/40500 train_loss:1.6012 aux_loss:0.0022 train_time:28999490ms step_avg:720.77ms
step:40245/40500 train_loss:1.4878 aux_loss:0.0025 train_time:29000209ms step_avg:720.77ms
step:40246/40500 train_loss:1.4990 aux_loss:0.0024 train_time:29000927ms step_avg:720.77ms
step:40247/40500 train_loss:1.4926 aux_loss:0.0023 train_time:29001645ms step_avg:720.77ms
step:40248/40500 train_loss:1.5054 aux_loss:0.0025 train_time:29002365ms step_avg:720.77ms
step:40249/40500 train_loss:1.5826 aux_loss:0.0046 train_time:29003086ms step_avg:720.77ms
step:40250/40500 train_loss:1.6022 aux_loss:0.0023 train_time:29003806ms step_avg:720.77ms
step:40251/40500 train_loss:1.5146 aux_loss:0.0022 train_time:29004528ms step_avg:720.77ms
step:40252/40500 train_loss:1.5431 aux_loss:0.0023 train_time:29005248ms step_avg:720.77ms
step:40253/40500 train_loss:1.5563 aux_loss:0.0023 train_time:29005965ms step_avg:720.77ms
step:40254/40500 train_loss:1.5369 aux_loss:0.0025 train_time:29006686ms step_avg:720.77ms
step:40255/40500 train_loss:1.5311 aux_loss:0.0025 train_time:29007407ms step_avg:720.77ms
step:40256/40500 train_loss:1.4818 aux_loss:0.0024 train_time:29008124ms step_avg:720.77ms
step:40257/40500 train_loss:1.5459 aux_loss:0.0023 train_time:29008844ms step_avg:720.77ms
step:40258/40500 train_loss:1.5908 aux_loss:0.0025 train_time:29009564ms step_avg:720.77ms
step:40259/40500 train_loss:1.5316 aux_loss:0.0027 train_time:29010285ms step_avg:720.77ms
step:40260/40500 train_loss:1.5109 aux_loss:0.0025 train_time:29011007ms step_avg:720.77ms
step:40261/40500 train_loss:1.5017 aux_loss:0.0022 train_time:29011727ms step_avg:720.77ms
step:40262/40500 train_loss:1.5779 aux_loss:0.0023 train_time:29012446ms step_avg:720.77ms
step:40263/40500 train_loss:1.5777 aux_loss:0.0024 train_time:29013166ms step_avg:720.77ms
step:40264/40500 train_loss:1.4870 aux_loss:0.0023 train_time:29013887ms step_avg:720.77ms
step:40265/40500 train_loss:1.5123 aux_loss:0.0025 train_time:29014606ms step_avg:720.77ms
step:40266/40500 train_loss:1.4934 aux_loss:0.0025 train_time:29015328ms step_avg:720.77ms
step:40267/40500 train_loss:1.5477 aux_loss:0.0037 train_time:29016047ms step_avg:720.77ms
step:40268/40500 train_loss:1.5164 aux_loss:0.0024 train_time:29016766ms step_avg:720.77ms
step:40269/40500 train_loss:1.5713 aux_loss:0.0025 train_time:29017485ms step_avg:720.77ms
step:40270/40500 train_loss:1.4836 aux_loss:0.0023 train_time:29018206ms step_avg:720.77ms
step:40271/40500 train_loss:1.5230 aux_loss:0.0023 train_time:29018923ms step_avg:720.77ms
step:40272/40500 train_loss:1.5524 aux_loss:0.0024 train_time:29019642ms step_avg:720.77ms
step:40273/40500 train_loss:1.5275 aux_loss:0.0024 train_time:29020363ms step_avg:720.77ms
step:40274/40500 train_loss:1.5011 aux_loss:0.0025 train_time:29021083ms step_avg:720.77ms
step:40275/40500 train_loss:1.5194 aux_loss:0.0036 train_time:29021803ms step_avg:720.77ms
step:40276/40500 train_loss:1.5013 aux_loss:0.0023 train_time:29022523ms step_avg:720.77ms
step:40277/40500 train_loss:1.5502 aux_loss:0.0022 train_time:29023240ms step_avg:720.77ms
step:40278/40500 train_loss:1.5240 aux_loss:0.0024 train_time:29023960ms step_avg:720.77ms
step:40279/40500 train_loss:1.5107 aux_loss:0.0024 train_time:29024677ms step_avg:720.77ms
step:40280/40500 train_loss:1.5055 aux_loss:0.0023 train_time:29025397ms step_avg:720.77ms
step:40281/40500 train_loss:1.5218 aux_loss:0.0024 train_time:29026117ms step_avg:720.77ms
step:40282/40500 train_loss:1.5726 aux_loss:0.0022 train_time:29026836ms step_avg:720.77ms
step:40283/40500 train_loss:1.4964 aux_loss:0.0026 train_time:29027554ms step_avg:720.77ms
step:40284/40500 train_loss:1.5337 aux_loss:0.0024 train_time:29028275ms step_avg:720.77ms
step:40285/40500 train_loss:1.4834 aux_loss:0.0023 train_time:29028995ms step_avg:720.77ms
step:40286/40500 train_loss:1.4827 aux_loss:0.0025 train_time:29029713ms step_avg:720.77ms
step:40287/40500 train_loss:1.5357 aux_loss:0.0028 train_time:29030432ms step_avg:720.77ms
step:40288/40500 train_loss:1.5916 aux_loss:0.0028 train_time:29031152ms step_avg:720.77ms
step:40289/40500 train_loss:1.5210 aux_loss:0.0027 train_time:29031869ms step_avg:720.77ms
step:40290/40500 train_loss:1.5186 aux_loss:0.0024 train_time:29032588ms step_avg:720.77ms
step:40291/40500 train_loss:1.4770 aux_loss:0.0025 train_time:29033307ms step_avg:720.77ms
step:40292/40500 train_loss:1.5716 aux_loss:0.0024 train_time:29034025ms step_avg:720.77ms
step:40293/40500 train_loss:1.4788 aux_loss:0.0024 train_time:29034746ms step_avg:720.77ms
step:40294/40500 train_loss:1.4920 aux_loss:0.0027 train_time:29035465ms step_avg:720.77ms
step:40295/40500 train_loss:1.5252 aux_loss:0.0023 train_time:29036183ms step_avg:720.77ms
step:40296/40500 train_loss:1.5517 aux_loss:0.0025 train_time:29036901ms step_avg:720.77ms
step:40297/40500 train_loss:1.5073 aux_loss:0.0025 train_time:29037620ms step_avg:720.77ms
step:40298/40500 train_loss:1.5426 aux_loss:0.0027 train_time:29038340ms step_avg:720.77ms
step:40299/40500 train_loss:1.5115 aux_loss:0.0025 train_time:29039060ms step_avg:720.77ms
step:40300/40500 train_loss:1.5628 aux_loss:0.0027 train_time:29039779ms step_avg:720.77ms
step:40301/40500 train_loss:1.5606 aux_loss:0.0024 train_time:29040497ms step_avg:720.77ms
step:40302/40500 train_loss:1.5224 aux_loss:0.0025 train_time:29041216ms step_avg:720.77ms
step:40303/40500 train_loss:1.5070 aux_loss:0.0025 train_time:29041937ms step_avg:720.77ms
step:40304/40500 train_loss:1.5996 aux_loss:0.0025 train_time:29042656ms step_avg:720.77ms
step:40305/40500 train_loss:1.5625 aux_loss:0.0026 train_time:29043374ms step_avg:720.77ms
step:40306/40500 train_loss:1.4722 aux_loss:0.0025 train_time:29044094ms step_avg:720.77ms
step:40307/40500 train_loss:1.4837 aux_loss:0.0023 train_time:29044812ms step_avg:720.77ms
step:40308/40500 train_loss:1.5645 aux_loss:0.0022 train_time:29045530ms step_avg:720.77ms
step:40309/40500 train_loss:1.5095 aux_loss:0.0022 train_time:29046249ms step_avg:720.77ms
step:40310/40500 train_loss:1.5089 aux_loss:0.0024 train_time:29046967ms step_avg:720.77ms
step:40311/40500 train_loss:1.4728 aux_loss:0.0024 train_time:29047684ms step_avg:720.77ms
step:40312/40500 train_loss:1.5817 aux_loss:0.0025 train_time:29048402ms step_avg:720.77ms
step:40313/40500 train_loss:1.5177 aux_loss:0.0024 train_time:29049123ms step_avg:720.77ms
step:40314/40500 train_loss:1.5444 aux_loss:0.0027 train_time:29049842ms step_avg:720.77ms
step:40315/40500 train_loss:1.5877 aux_loss:0.0024 train_time:29050559ms step_avg:720.77ms
step:40316/40500 train_loss:1.4958 aux_loss:0.0024 train_time:29051277ms step_avg:720.77ms
step:40317/40500 train_loss:1.5040 aux_loss:0.0026 train_time:29051997ms step_avg:720.77ms
step:40318/40500 train_loss:1.5331 aux_loss:0.0025 train_time:29052717ms step_avg:720.77ms
step:40319/40500 train_loss:1.4694 aux_loss:0.0025 train_time:29053435ms step_avg:720.77ms
step:40320/40500 train_loss:1.4398 aux_loss:0.0023 train_time:29054154ms step_avg:720.77ms
step:40321/40500 train_loss:1.5310 aux_loss:0.0024 train_time:29054873ms step_avg:720.77ms
step:40322/40500 train_loss:1.5015 aux_loss:0.0023 train_time:29055590ms step_avg:720.77ms
step:40323/40500 train_loss:1.5397 aux_loss:0.0036 train_time:29056309ms step_avg:720.77ms
step:40324/40500 train_loss:1.4704 aux_loss:0.0024 train_time:29057029ms step_avg:720.77ms
step:40325/40500 train_loss:1.5468 aux_loss:0.0024 train_time:29057747ms step_avg:720.77ms
step:40326/40500 train_loss:1.4719 aux_loss:0.0023 train_time:29058466ms step_avg:720.77ms
step:40327/40500 train_loss:1.4607 aux_loss:0.0022 train_time:29059183ms step_avg:720.77ms
step:40328/40500 train_loss:1.4777 aux_loss:0.0027 train_time:29059900ms step_avg:720.77ms
step:40329/40500 train_loss:1.4930 aux_loss:0.0024 train_time:29060617ms step_avg:720.77ms
step:40330/40500 train_loss:1.5328 aux_loss:0.0024 train_time:29061337ms step_avg:720.77ms
step:40331/40500 train_loss:1.5723 aux_loss:0.0026 train_time:29062054ms step_avg:720.77ms
step:40332/40500 train_loss:1.5577 aux_loss:0.0026 train_time:29062774ms step_avg:720.77ms
step:40333/40500 train_loss:1.4598 aux_loss:0.0028 train_time:29063492ms step_avg:720.77ms
step:40334/40500 train_loss:1.5162 aux_loss:0.0026 train_time:29064212ms step_avg:720.77ms
step:40335/40500 train_loss:1.5430 aux_loss:0.0025 train_time:29064932ms step_avg:720.77ms
step:40336/40500 train_loss:1.5354 aux_loss:0.0024 train_time:29065650ms step_avg:720.77ms
step:40337/40500 train_loss:1.5072 aux_loss:0.0024 train_time:29066367ms step_avg:720.77ms
step:40338/40500 train_loss:1.5214 aux_loss:0.0031 train_time:29067087ms step_avg:720.77ms
step:40339/40500 train_loss:1.5006 aux_loss:0.0026 train_time:29067808ms step_avg:720.77ms
step:40340/40500 train_loss:1.4999 aux_loss:0.0025 train_time:29068527ms step_avg:720.77ms
step:40341/40500 train_loss:1.6024 aux_loss:0.0027 train_time:29069248ms step_avg:720.77ms
step:40342/40500 train_loss:1.5429 aux_loss:0.0025 train_time:29069967ms step_avg:720.77ms
step:40343/40500 train_loss:1.5570 aux_loss:0.0025 train_time:29070687ms step_avg:720.77ms
step:40344/40500 train_loss:1.4660 aux_loss:0.0024 train_time:29071407ms step_avg:720.77ms
step:40345/40500 train_loss:1.5358 aux_loss:0.0023 train_time:29072127ms step_avg:720.77ms
step:40346/40500 train_loss:1.4903 aux_loss:0.0027 train_time:29072846ms step_avg:720.77ms
step:40347/40500 train_loss:1.5171 aux_loss:0.0025 train_time:29073565ms step_avg:720.77ms
step:40348/40500 train_loss:1.5548 aux_loss:0.0026 train_time:29074285ms step_avg:720.77ms
step:40349/40500 train_loss:1.4792 aux_loss:0.0024 train_time:29075003ms step_avg:720.77ms
step:40350/40500 train_loss:1.5834 aux_loss:0.0025 train_time:29075722ms step_avg:720.77ms
step:40351/40500 train_loss:1.5759 aux_loss:0.0028 train_time:29076440ms step_avg:720.77ms
step:40352/40500 train_loss:1.4795 aux_loss:0.0026 train_time:29077158ms step_avg:720.77ms
step:40353/40500 train_loss:1.5341 aux_loss:0.0024 train_time:29077877ms step_avg:720.77ms
step:40354/40500 train_loss:1.5126 aux_loss:0.0026 train_time:29078595ms step_avg:720.77ms
step:40355/40500 train_loss:1.5005 aux_loss:0.0026 train_time:29079312ms step_avg:720.77ms
step:40356/40500 train_loss:1.4789 aux_loss:0.0026 train_time:29080031ms step_avg:720.77ms
step:40357/40500 train_loss:1.5097 aux_loss:0.0024 train_time:29080750ms step_avg:720.77ms
step:40358/40500 train_loss:1.5202 aux_loss:0.0025 train_time:29081469ms step_avg:720.77ms
step:40359/40500 train_loss:1.5020 aux_loss:0.0026 train_time:29082189ms step_avg:720.77ms
step:40360/40500 train_loss:1.5607 aux_loss:0.0026 train_time:29082908ms step_avg:720.77ms
step:40361/40500 train_loss:1.5032 aux_loss:0.0034 train_time:29083627ms step_avg:720.77ms
step:40362/40500 train_loss:1.5065 aux_loss:0.0025 train_time:29084347ms step_avg:720.77ms
step:40363/40500 train_loss:1.5854 aux_loss:0.0027 train_time:29085067ms step_avg:720.77ms
step:40364/40500 train_loss:1.5144 aux_loss:0.0025 train_time:29085786ms step_avg:720.77ms
step:40365/40500 train_loss:1.5274 aux_loss:0.0029 train_time:29086506ms step_avg:720.77ms
step:40366/40500 train_loss:1.5378 aux_loss:0.0024 train_time:29087226ms step_avg:720.77ms
step:40367/40500 train_loss:1.4999 aux_loss:0.0027 train_time:29087945ms step_avg:720.77ms
step:40368/40500 train_loss:1.5213 aux_loss:0.0025 train_time:29088664ms step_avg:720.77ms
step:40369/40500 train_loss:1.4906 aux_loss:0.0025 train_time:29089384ms step_avg:720.77ms
step:40370/40500 train_loss:1.4536 aux_loss:0.0028 train_time:29090102ms step_avg:720.77ms
step:40371/40500 train_loss:1.4821 aux_loss:0.0030 train_time:29090820ms step_avg:720.77ms
step:40372/40500 train_loss:1.5434 aux_loss:0.0027 train_time:29091539ms step_avg:720.77ms
step:40373/40500 train_loss:1.5095 aux_loss:0.0027 train_time:29092257ms step_avg:720.77ms
step:40374/40500 train_loss:1.4957 aux_loss:0.0028 train_time:29092976ms step_avg:720.77ms
step:40375/40500 train_loss:1.4991 aux_loss:0.0025 train_time:29093694ms step_avg:720.77ms
step:40376/40500 train_loss:1.4680 aux_loss:0.0024 train_time:29094412ms step_avg:720.77ms
step:40377/40500 train_loss:1.5409 aux_loss:0.0026 train_time:29095129ms step_avg:720.77ms
step:40378/40500 train_loss:1.5178 aux_loss:0.0026 train_time:29095848ms step_avg:720.77ms
step:40379/40500 train_loss:1.4674 aux_loss:0.0026 train_time:29096566ms step_avg:720.77ms
step:40380/40500 train_loss:1.5463 aux_loss:0.0025 train_time:29097285ms step_avg:720.77ms
step:40381/40500 train_loss:1.5220 aux_loss:0.0025 train_time:29098005ms step_avg:720.77ms
step:40382/40500 train_loss:1.5405 aux_loss:0.0026 train_time:29098724ms step_avg:720.76ms
step:40383/40500 train_loss:1.4675 aux_loss:0.0024 train_time:29099444ms step_avg:720.76ms
step:40384/40500 train_loss:1.5477 aux_loss:0.0034 train_time:29100164ms step_avg:720.76ms
step:40385/40500 train_loss:1.5231 aux_loss:0.0025 train_time:29100884ms step_avg:720.76ms
step:40386/40500 train_loss:1.5169 aux_loss:0.0025 train_time:29101605ms step_avg:720.76ms
step:40387/40500 train_loss:1.4678 aux_loss:0.0025 train_time:29102323ms step_avg:720.76ms
step:40388/40500 train_loss:1.5139 aux_loss:0.0028 train_time:29103046ms step_avg:720.76ms
step:40389/40500 train_loss:1.5133 aux_loss:0.0029 train_time:29103765ms step_avg:720.76ms
step:40390/40500 train_loss:1.5519 aux_loss:0.0027 train_time:29104483ms step_avg:720.76ms
step:40391/40500 train_loss:1.4668 aux_loss:0.0026 train_time:29105204ms step_avg:720.76ms
step:40392/40500 train_loss:1.5595 aux_loss:0.0026 train_time:29105924ms step_avg:720.76ms
step:40393/40500 train_loss:1.5422 aux_loss:0.0027 train_time:29106640ms step_avg:720.76ms
step:40394/40500 train_loss:1.4418 aux_loss:0.0026 train_time:29107360ms step_avg:720.76ms
step:40395/40500 train_loss:1.4750 aux_loss:0.0025 train_time:29108086ms step_avg:720.76ms
step:40396/40500 train_loss:1.4882 aux_loss:0.0025 train_time:29108802ms step_avg:720.76ms
step:40397/40500 train_loss:1.5241 aux_loss:0.0028 train_time:29109520ms step_avg:720.76ms
step:40398/40500 train_loss:1.5012 aux_loss:0.0026 train_time:29110240ms step_avg:720.76ms
step:40399/40500 train_loss:1.5098 aux_loss:0.0026 train_time:29110960ms step_avg:720.76ms
step:40400/40500 train_loss:1.4489 aux_loss:0.0026 train_time:29111677ms step_avg:720.76ms
step:40401/40500 train_loss:1.5114 aux_loss:0.0027 train_time:29112398ms step_avg:720.76ms
step:40402/40500 train_loss:1.5220 aux_loss:0.0026 train_time:29113116ms step_avg:720.76ms
step:40403/40500 train_loss:1.5005 aux_loss:0.0027 train_time:29113834ms step_avg:720.76ms
step:40404/40500 train_loss:1.5194 aux_loss:0.0030 train_time:29114552ms step_avg:720.76ms
step:40405/40500 train_loss:1.5348 aux_loss:0.0026 train_time:29115270ms step_avg:720.76ms
step:40406/40500 train_loss:1.4743 aux_loss:0.0026 train_time:29115988ms step_avg:720.76ms
step:40407/40500 train_loss:1.5322 aux_loss:0.0029 train_time:29116705ms step_avg:720.76ms
step:40408/40500 train_loss:1.5044 aux_loss:0.0028 train_time:29117424ms step_avg:720.76ms
step:40409/40500 train_loss:1.5355 aux_loss:0.0030 train_time:29118142ms step_avg:720.76ms
step:40410/40500 train_loss:1.4976 aux_loss:0.0028 train_time:29118861ms step_avg:720.76ms
step:40411/40500 train_loss:1.5532 aux_loss:0.0029 train_time:29119580ms step_avg:720.76ms
step:40412/40500 train_loss:1.4579 aux_loss:0.0025 train_time:29120299ms step_avg:720.76ms
step:40413/40500 train_loss:1.4679 aux_loss:0.0025 train_time:29121018ms step_avg:720.76ms
step:40414/40500 train_loss:1.4715 aux_loss:0.0028 train_time:29121738ms step_avg:720.76ms
step:40415/40500 train_loss:1.4708 aux_loss:0.0026 train_time:29122456ms step_avg:720.76ms
step:40416/40500 train_loss:1.5261 aux_loss:0.0025 train_time:29123175ms step_avg:720.76ms
step:40417/40500 train_loss:1.5119 aux_loss:0.0025 train_time:29123893ms step_avg:720.76ms
step:40418/40500 train_loss:1.5029 aux_loss:0.0026 train_time:29124613ms step_avg:720.76ms
step:40419/40500 train_loss:1.5253 aux_loss:0.0025 train_time:29125331ms step_avg:720.76ms
step:40420/40500 train_loss:1.5382 aux_loss:0.0026 train_time:29126048ms step_avg:720.76ms
step:40421/40500 train_loss:1.4911 aux_loss:0.0026 train_time:29126766ms step_avg:720.76ms
step:40422/40500 train_loss:1.4683 aux_loss:0.0026 train_time:29127485ms step_avg:720.76ms
step:40423/40500 train_loss:1.4810 aux_loss:0.0026 train_time:29128203ms step_avg:720.76ms
step:40424/40500 train_loss:1.4810 aux_loss:0.0027 train_time:29128920ms step_avg:720.76ms
step:40425/40500 train_loss:1.5414 aux_loss:0.0026 train_time:29129638ms step_avg:720.76ms
step:40426/40500 train_loss:1.4935 aux_loss:0.0025 train_time:29130357ms step_avg:720.76ms
step:40427/40500 train_loss:1.5226 aux_loss:0.0026 train_time:29131075ms step_avg:720.76ms
step:40428/40500 train_loss:1.5048 aux_loss:0.0025 train_time:29131796ms step_avg:720.76ms
step:40429/40500 train_loss:1.5301 aux_loss:0.0025 train_time:29132515ms step_avg:720.76ms
step:40430/40500 train_loss:1.5432 aux_loss:0.0027 train_time:29133234ms step_avg:720.76ms
step:40431/40500 train_loss:1.4508 aux_loss:0.0027 train_time:29133955ms step_avg:720.76ms
step:40432/40500 train_loss:1.5629 aux_loss:0.0028 train_time:29134673ms step_avg:720.76ms
step:40433/40500 train_loss:1.4743 aux_loss:0.0028 train_time:29135389ms step_avg:720.76ms
step:40434/40500 train_loss:1.5340 aux_loss:0.0026 train_time:29136108ms step_avg:720.76ms
step:40435/40500 train_loss:1.5010 aux_loss:0.0025 train_time:29136828ms step_avg:720.76ms
step:40436/40500 train_loss:1.4811 aux_loss:0.0027 train_time:29137546ms step_avg:720.76ms
step:40437/40500 train_loss:1.5124 aux_loss:0.0026 train_time:29138266ms step_avg:720.76ms
step:40438/40500 train_loss:1.5016 aux_loss:0.0037 train_time:29138986ms step_avg:720.76ms
step:40439/40500 train_loss:1.4797 aux_loss:0.0026 train_time:29139703ms step_avg:720.76ms
step:40440/40500 train_loss:1.4703 aux_loss:0.0027 train_time:29140421ms step_avg:720.76ms
step:40441/40500 train_loss:1.4884 aux_loss:0.0027 train_time:29141142ms step_avg:720.76ms
step:40442/40500 train_loss:1.5183 aux_loss:0.0028 train_time:29141859ms step_avg:720.76ms
step:40443/40500 train_loss:1.4974 aux_loss:0.0025 train_time:29142576ms step_avg:720.76ms
step:40444/40500 train_loss:1.4832 aux_loss:0.0026 train_time:29143295ms step_avg:720.76ms
step:40445/40500 train_loss:1.4815 aux_loss:0.0025 train_time:29144016ms step_avg:720.76ms
step:40446/40500 train_loss:1.4728 aux_loss:0.0026 train_time:29144735ms step_avg:720.76ms
step:40447/40500 train_loss:1.5325 aux_loss:0.0027 train_time:29145455ms step_avg:720.76ms
step:40448/40500 train_loss:1.5015 aux_loss:0.0028 train_time:29146173ms step_avg:720.76ms
step:40449/40500 train_loss:1.5192 aux_loss:0.0028 train_time:29146892ms step_avg:720.76ms
step:40450/40500 train_loss:1.4718 aux_loss:0.0026 train_time:29147610ms step_avg:720.76ms
step:40451/40500 train_loss:1.5160 aux_loss:0.0027 train_time:29148330ms step_avg:720.76ms
step:40452/40500 train_loss:1.5207 aux_loss:0.0028 train_time:29149050ms step_avg:720.76ms
step:40453/40500 train_loss:1.4797 aux_loss:0.0029 train_time:29149771ms step_avg:720.76ms
step:40454/40500 train_loss:1.4876 aux_loss:0.0030 train_time:29150489ms step_avg:720.76ms
step:40455/40500 train_loss:1.4778 aux_loss:0.0026 train_time:29151208ms step_avg:720.76ms
step:40456/40500 train_loss:1.5079 aux_loss:0.0030 train_time:29151928ms step_avg:720.76ms
step:40457/40500 train_loss:1.4904 aux_loss:0.0028 train_time:29152648ms step_avg:720.76ms
step:40458/40500 train_loss:1.5108 aux_loss:0.0027 train_time:29153368ms step_avg:720.76ms
step:40459/40500 train_loss:1.4770 aux_loss:0.0027 train_time:29154088ms step_avg:720.76ms
step:40460/40500 train_loss:1.5368 aux_loss:0.0027 train_time:29154809ms step_avg:720.76ms
step:40461/40500 train_loss:1.4675 aux_loss:0.0027 train_time:29155529ms step_avg:720.76ms
step:40462/40500 train_loss:1.5713 aux_loss:0.0027 train_time:29156249ms step_avg:720.76ms
step:40463/40500 train_loss:1.4966 aux_loss:0.0027 train_time:29156968ms step_avg:720.76ms
step:40464/40500 train_loss:1.4474 aux_loss:0.0027 train_time:29157688ms step_avg:720.76ms
step:40465/40500 train_loss:1.5326 aux_loss:0.0027 train_time:29158408ms step_avg:720.76ms
step:40466/40500 train_loss:1.4786 aux_loss:0.0029 train_time:29159128ms step_avg:720.76ms
step:40467/40500 train_loss:1.5144 aux_loss:0.0028 train_time:29159849ms step_avg:720.76ms
step:40468/40500 train_loss:1.5105 aux_loss:0.0027 train_time:29160567ms step_avg:720.76ms
step:40469/40500 train_loss:1.4905 aux_loss:0.0027 train_time:29161287ms step_avg:720.76ms
step:40470/40500 train_loss:1.4536 aux_loss:0.0027 train_time:29162006ms step_avg:720.76ms
step:40471/40500 train_loss:1.4906 aux_loss:0.0027 train_time:29162726ms step_avg:720.76ms
step:40472/40500 train_loss:1.4973 aux_loss:0.0028 train_time:29163447ms step_avg:720.76ms
step:40473/40500 train_loss:1.5179 aux_loss:0.0028 train_time:29164165ms step_avg:720.76ms
step:40474/40500 train_loss:1.4368 aux_loss:0.0027 train_time:29164884ms step_avg:720.76ms
step:40475/40500 train_loss:1.4700 aux_loss:0.0042 train_time:29165600ms step_avg:720.76ms
step:40476/40500 train_loss:1.5763 aux_loss:0.0029 train_time:29166322ms step_avg:720.76ms
step:40477/40500 train_loss:1.5134 aux_loss:0.0028 train_time:29167040ms step_avg:720.76ms
step:40478/40500 train_loss:1.4754 aux_loss:0.0027 train_time:29167761ms step_avg:720.76ms
step:40479/40500 train_loss:1.4786 aux_loss:0.0029 train_time:29168480ms step_avg:720.76ms
step:40480/40500 train_loss:1.5129 aux_loss:0.0029 train_time:29169201ms step_avg:720.76ms
step:40481/40500 train_loss:1.4375 aux_loss:0.0028 train_time:29169918ms step_avg:720.76ms
step:40482/40500 train_loss:1.4368 aux_loss:0.0028 train_time:29170637ms step_avg:720.76ms
step:40483/40500 train_loss:1.4792 aux_loss:0.0029 train_time:29171356ms step_avg:720.76ms
step:40484/40500 train_loss:1.5002 aux_loss:0.0028 train_time:29172074ms step_avg:720.76ms
step:40485/40500 train_loss:1.4848 aux_loss:0.0027 train_time:29172795ms step_avg:720.76ms
step:40486/40500 train_loss:1.4792 aux_loss:0.0027 train_time:29173514ms step_avg:720.76ms
step:40487/40500 train_loss:1.5221 aux_loss:0.0028 train_time:29174232ms step_avg:720.76ms
step:40488/40500 train_loss:1.5393 aux_loss:0.0029 train_time:29174952ms step_avg:720.76ms
step:40489/40500 train_loss:1.5467 aux_loss:0.0028 train_time:29175670ms step_avg:720.76ms
step:40490/40500 train_loss:1.5205 aux_loss:0.0028 train_time:29176389ms step_avg:720.76ms
step:40491/40500 train_loss:1.5029 aux_loss:0.0029 train_time:29177108ms step_avg:720.76ms
step:40492/40500 train_loss:1.5639 aux_loss:0.0028 train_time:29177827ms step_avg:720.76ms
step:40493/40500 train_loss:1.5390 aux_loss:0.0029 train_time:29178545ms step_avg:720.76ms
step:40494/40500 train_loss:1.5031 aux_loss:0.0030 train_time:29179264ms step_avg:720.76ms
step:40495/40500 train_loss:1.5184 aux_loss:0.0028 train_time:29179983ms step_avg:720.76ms
step:40496/40500 train_loss:1.4509 aux_loss:0.0028 train_time:29180703ms step_avg:720.76ms
step:40497/40500 train_loss:1.5234 aux_loss:0.0027 train_time:29181422ms step_avg:720.76ms
step:40498/40500 train_loss:1.5540 aux_loss:0.0032 train_time:29182140ms step_avg:720.76ms
step:40499/40500 train_loss:1.4645 aux_loss:0.0027 train_time:29182859ms step_avg:720.76ms
step:40500/40500 train_loss:1.4744 aux_loss:0.0027 train_time:29183580ms step_avg:720.76ms
step:40500/40500 val_loss:1.5111 val_aux_loss:0.0029 train_time:29183580ms step_avg:720.76ms