====================================================================================================
#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

### 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*32 # macrobatch size, in sequences, across all devices
    device_batch_size : int = 32 # 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 = 6250 # number of iterations to run
    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 = 0 # every how many steps to save the checkpoint? 0 for only at the end
    run_name : str = "re-pqt-rmsXrms-2x"
    # 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 = False   #hahahaha
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":512,"dim_head":64,"headcount":8,"ff_mult":4, 
"lambda":True,"layerwisenorm":"rmsnorm","qknorm":"dynamic_shape_rmsnorm", "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
        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 = model(x_val, y_val, return_logits=False)
                val_loss += loss.detach()
                del loss
        if args.ddp_run:
            dist.all_reduce(val_loss, op=dist.ReduceOp.AVG)
        val_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} 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} 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 = model(x, y, return_logits=False)
            train_loss = loss.detach()
        # 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} 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} 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 2.4.0+cu124 compiled for CUDA 12.4
nvidia-smi:
Fri Jan 31 01:51:30 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%   47C    P2             57W /  350W |    2431MiB /  24564MiB |      5%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+
                                                                                         
+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|    0   N/A  N/A     15616    C+G   C:\Program Files\VSCodium\VSCodium.exe      N/A      |
|    0   N/A  N/A     15884    C+G   ...aming\Telegram Desktop\Telegram.exe      N/A      |
|    0   N/A  N/A     16300    C+G   ...B\system_tray\lghub_system_tray.exe      N/A      |
|    0   N/A  N/A     32740    C+G   ....Search_cw5n1h2txyewy\SearchApp.exe      N/A      |
|    0   N/A  N/A     33912      C   ...rograms\Python\Python310\python.exe      N/A      |
|    0   N/A  N/A     41308    C+G   C:\Windows\explorer.exe                     N/A      |
|    0   N/A  N/A     42544    C+G   ...IP STUDIO PAINT\CLIPStudioPaint.exe      N/A      |
|    0   N/A  N/A     44208    C+G   ...ekyb3d8bbwe\PhoneExperienceHost.exe      N/A      |
|    0   N/A  N/A     49400    C+G   ...al\Discord\app-1.0.9179\Discord.exe      N/A      |
|    0   N/A  N/A     51084    C+G   ...64__8wekyb3d8bbwe\CalculatorApp.exe      N/A      |
|    0   N/A  N/A     62540    C+G   ...1.0_x64__8wekyb3d8bbwe\Video.UI.exe      N/A      |
|    0   N/A  N/A     73872    C+G   ...5n1h2txyewy\ShellExperienceHost.exe      N/A      |
|    0   N/A  N/A     80476    C+G   C:\Hydrus\client.exe                        N/A      |
|    0   N/A  N/A     81528    C+G   ...les (x86)\foobar2000\foobar2000.exe      N/A      |
|    0   N/A  N/A     84480    C+G   ...siveControlPanel\SystemSettings.exe      N/A      |
|    0   N/A  N/A     84668    C+G   ...64__8wekyb3d8bbwe\CalculatorApp.exe      N/A      |
|    0   N/A  N/A     85528    C+G   ...CBS_cw5n1h2txyewy\TextInputHost.exe      N/A      |
|    0   N/A  N/A     94588    C+G   ...\cef\cef.win7x64\steamwebhelper.exe      N/A      |
|    0   N/A  N/A     94632    C+G   ...a\Local\Mozilla Firefox\firefox.exe      N/A      |
|    0   N/A  N/A    100784    C+G   ...cal\Microsoft\OneDrive\OneDrive.exe      N/A      |
|    0   N/A  N/A    117496    C+G   ...t.LockApp_cw5n1h2txyewy\LockApp.exe      N/A      |
+-----------------------------------------------------------------------------------------+

====================================================================================================
step:0/6250 val_loss:10.8259 train_time:79ms step_avg:nanms
step:1/6250 train_loss:10.8258 train_time:762ms step_avg:nanms
step:2/6250 train_loss:10.8156 train_time:1235ms step_avg:nanms
step:3/6250 train_loss:10.7594 train_time:1703ms step_avg:nanms
step:4/6250 train_loss:10.6425 train_time:2170ms step_avg:nanms
step:5/6250 train_loss:10.5054 train_time:2636ms step_avg:nanms
step:6/6250 train_loss:10.3206 train_time:3104ms step_avg:nanms
step:7/6250 train_loss:10.0830 train_time:3572ms step_avg:nanms
step:8/6250 train_loss:9.8156 train_time:4041ms step_avg:nanms
step:9/6250 train_loss:9.4946 train_time:4507ms step_avg:nanms
step:10/6250 train_loss:9.1374 train_time:4974ms step_avg:nanms
step:11/6250 train_loss:8.7752 train_time:466ms step_avg:nanms
step:12/6250 train_loss:8.3879 train_time:933ms step_avg:nanms
step:13/6250 train_loss:8.0116 train_time:1401ms step_avg:467.04ms
step:14/6250 train_loss:7.6321 train_time:1869ms step_avg:467.28ms
step:15/6250 train_loss:7.3015 train_time:2337ms step_avg:467.45ms
step:16/6250 train_loss:7.0031 train_time:2804ms step_avg:467.37ms
step:17/6250 train_loss:6.7364 train_time:3272ms step_avg:467.46ms
step:18/6250 train_loss:6.5255 train_time:3738ms step_avg:467.30ms
step:19/6250 train_loss:6.3554 train_time:4206ms step_avg:467.38ms
step:20/6250 train_loss:6.2009 train_time:4674ms step_avg:467.44ms
step:21/6250 train_loss:6.1352 train_time:5142ms step_avg:467.41ms
step:22/6250 train_loss:5.9714 train_time:5610ms step_avg:467.46ms
step:23/6250 train_loss:6.0277 train_time:6078ms step_avg:467.51ms
step:24/6250 train_loss:5.7547 train_time:6547ms step_avg:467.63ms
step:25/6250 train_loss:5.7929 train_time:7015ms step_avg:467.65ms
step:26/6250 train_loss:5.6731 train_time:7483ms step_avg:467.68ms
step:27/6250 train_loss:5.5452 train_time:7952ms step_avg:467.79ms
step:28/6250 train_loss:5.5226 train_time:8420ms step_avg:467.80ms
step:29/6250 train_loss:5.4226 train_time:8891ms step_avg:467.97ms
step:30/6250 train_loss:5.3914 train_time:9363ms step_avg:468.13ms
step:31/6250 train_loss:5.2502 train_time:9835ms step_avg:468.32ms
step:32/6250 train_loss:5.1849 train_time:10305ms step_avg:468.40ms
step:33/6250 train_loss:5.1424 train_time:10775ms step_avg:468.48ms
step:34/6250 train_loss:4.9925 train_time:11244ms step_avg:468.51ms
step:35/6250 train_loss:4.9863 train_time:11713ms step_avg:468.53ms
step:36/6250 train_loss:4.9592 train_time:12181ms step_avg:468.52ms
step:37/6250 train_loss:4.8460 train_time:12651ms step_avg:468.54ms
step:38/6250 train_loss:4.7994 train_time:13118ms step_avg:468.49ms
step:39/6250 train_loss:4.7360 train_time:13586ms step_avg:468.47ms
step:40/6250 train_loss:4.7237 train_time:14054ms step_avg:468.46ms
step:41/6250 train_loss:4.8301 train_time:14523ms step_avg:468.48ms
step:42/6250 train_loss:4.7476 train_time:14993ms step_avg:468.53ms
step:43/6250 train_loss:4.6600 train_time:15463ms step_avg:468.58ms
step:44/6250 train_loss:4.7446 train_time:15934ms step_avg:468.65ms
step:45/6250 train_loss:4.6233 train_time:16403ms step_avg:468.66ms
step:46/6250 train_loss:4.5591 train_time:16873ms step_avg:468.70ms
step:47/6250 train_loss:4.5057 train_time:17341ms step_avg:468.68ms
step:48/6250 train_loss:4.5465 train_time:17810ms step_avg:468.69ms
step:49/6250 train_loss:4.5364 train_time:18279ms step_avg:468.70ms
step:50/6250 train_loss:4.5283 train_time:18751ms step_avg:468.79ms
step:51/6250 train_loss:4.5101 train_time:19223ms step_avg:468.84ms
step:52/6250 train_loss:4.4130 train_time:19693ms step_avg:468.88ms
step:53/6250 train_loss:4.4175 train_time:20164ms step_avg:468.93ms
step:54/6250 train_loss:4.3452 train_time:20634ms step_avg:468.95ms
step:55/6250 train_loss:4.3203 train_time:21103ms step_avg:468.96ms
step:56/6250 train_loss:4.3394 train_time:21573ms step_avg:468.99ms
step:57/6250 train_loss:4.3173 train_time:22044ms step_avg:469.03ms
step:58/6250 train_loss:4.2889 train_time:22513ms step_avg:469.03ms
step:59/6250 train_loss:4.2242 train_time:22985ms step_avg:469.07ms
step:60/6250 train_loss:4.1464 train_time:23454ms step_avg:469.07ms
step:61/6250 train_loss:4.1863 train_time:23922ms step_avg:469.05ms
step:62/6250 train_loss:4.2598 train_time:24392ms step_avg:469.07ms
step:63/6250 train_loss:4.1152 train_time:24861ms step_avg:469.07ms
step:64/6250 train_loss:4.0300 train_time:25330ms step_avg:469.07ms
step:65/6250 train_loss:4.1199 train_time:25800ms step_avg:469.09ms
step:66/6250 train_loss:4.1135 train_time:26270ms step_avg:469.11ms
step:67/6250 train_loss:4.1396 train_time:26739ms step_avg:469.11ms
step:68/6250 train_loss:4.0787 train_time:27208ms step_avg:469.11ms
step:69/6250 train_loss:4.0837 train_time:27678ms step_avg:469.13ms
step:70/6250 train_loss:3.9980 train_time:28149ms step_avg:469.14ms
step:71/6250 train_loss:4.0367 train_time:28618ms step_avg:469.14ms
step:72/6250 train_loss:4.0154 train_time:29087ms step_avg:469.14ms
step:73/6250 train_loss:3.9673 train_time:29556ms step_avg:469.14ms
step:74/6250 train_loss:4.0400 train_time:30026ms step_avg:469.16ms
step:75/6250 train_loss:3.9881 train_time:30495ms step_avg:469.16ms
step:76/6250 train_loss:4.0832 train_time:30964ms step_avg:469.16ms
step:77/6250 train_loss:3.9056 train_time:31432ms step_avg:469.14ms
step:78/6250 train_loss:3.9846 train_time:31902ms step_avg:469.15ms
step:79/6250 train_loss:3.9416 train_time:32373ms step_avg:469.17ms
step:80/6250 train_loss:3.8730 train_time:32841ms step_avg:469.15ms
step:81/6250 train_loss:3.8989 train_time:33311ms step_avg:469.16ms
step:82/6250 train_loss:3.9134 train_time:33780ms step_avg:469.16ms
step:83/6250 train_loss:3.8416 train_time:34250ms step_avg:469.18ms
step:84/6250 train_loss:3.8694 train_time:34719ms step_avg:469.18ms
step:85/6250 train_loss:3.9710 train_time:35191ms step_avg:469.21ms
step:86/6250 train_loss:3.8398 train_time:35664ms step_avg:469.26ms
step:87/6250 train_loss:3.8826 train_time:36134ms step_avg:469.27ms
step:88/6250 train_loss:3.8553 train_time:36605ms step_avg:469.30ms
step:89/6250 train_loss:3.8950 train_time:37073ms step_avg:469.28ms
step:90/6250 train_loss:3.7987 train_time:37544ms step_avg:469.30ms
step:91/6250 train_loss:3.7743 train_time:38013ms step_avg:469.30ms
step:92/6250 train_loss:3.8134 train_time:38483ms step_avg:469.31ms
step:93/6250 train_loss:3.8079 train_time:38953ms step_avg:469.32ms
step:94/6250 train_loss:3.7934 train_time:39423ms step_avg:469.33ms
step:95/6250 train_loss:3.6200 train_time:39893ms step_avg:469.33ms
step:96/6250 train_loss:3.7915 train_time:40364ms step_avg:469.35ms
step:97/6250 train_loss:3.8630 train_time:40835ms step_avg:469.36ms
step:98/6250 train_loss:3.7921 train_time:41305ms step_avg:469.37ms
step:99/6250 train_loss:3.7753 train_time:41775ms step_avg:469.38ms
step:100/6250 train_loss:3.8132 train_time:42246ms step_avg:469.40ms
step:101/6250 train_loss:3.7715 train_time:42716ms step_avg:469.41ms
step:102/6250 train_loss:3.7943 train_time:43186ms step_avg:469.42ms
step:103/6250 train_loss:3.7665 train_time:43655ms step_avg:469.41ms
step:104/6250 train_loss:3.8294 train_time:44126ms step_avg:469.43ms
step:105/6250 train_loss:3.7195 train_time:44595ms step_avg:469.42ms
step:106/6250 train_loss:3.8439 train_time:45065ms step_avg:469.43ms
step:107/6250 train_loss:3.8101 train_time:45534ms step_avg:469.43ms
step:108/6250 train_loss:3.7374 train_time:46005ms step_avg:469.44ms
step:109/6250 train_loss:3.7421 train_time:46476ms step_avg:469.45ms
step:110/6250 train_loss:3.6681 train_time:46947ms step_avg:469.47ms
step:111/6250 train_loss:3.7494 train_time:47417ms step_avg:469.47ms
step:112/6250 train_loss:3.7485 train_time:47887ms step_avg:469.48ms
step:113/6250 train_loss:3.6835 train_time:48357ms step_avg:469.49ms
step:114/6250 train_loss:3.6639 train_time:48826ms step_avg:469.48ms
step:115/6250 train_loss:3.7352 train_time:49295ms step_avg:469.48ms
step:116/6250 train_loss:3.6961 train_time:49765ms step_avg:469.48ms
step:117/6250 train_loss:3.6210 train_time:50234ms step_avg:469.48ms
step:118/6250 train_loss:3.6381 train_time:50706ms step_avg:469.50ms
step:119/6250 train_loss:3.7487 train_time:51178ms step_avg:469.52ms
step:120/6250 train_loss:3.7002 train_time:51649ms step_avg:469.53ms
step:121/6250 train_loss:3.6598 train_time:52121ms step_avg:469.56ms
step:122/6250 train_loss:3.6798 train_time:52591ms step_avg:469.56ms
step:123/6250 train_loss:3.6474 train_time:53062ms step_avg:469.58ms
step:124/6250 train_loss:3.6491 train_time:53532ms step_avg:469.58ms
step:125/6250 train_loss:3.6424 train_time:54002ms step_avg:469.58ms
step:126/6250 train_loss:3.7853 train_time:54473ms step_avg:469.60ms
step:127/6250 train_loss:3.6473 train_time:54945ms step_avg:469.62ms
step:128/6250 train_loss:3.6728 train_time:55418ms step_avg:469.64ms
step:129/6250 train_loss:3.6328 train_time:55890ms step_avg:469.66ms
step:130/6250 train_loss:3.6534 train_time:56361ms step_avg:469.67ms
step:131/6250 train_loss:3.6664 train_time:56832ms step_avg:469.69ms
step:132/6250 train_loss:3.7016 train_time:57304ms step_avg:469.71ms
step:133/6250 train_loss:3.6489 train_time:57774ms step_avg:469.71ms
step:134/6250 train_loss:3.7437 train_time:58245ms step_avg:469.72ms
step:135/6250 train_loss:3.5590 train_time:58719ms step_avg:469.75ms
step:136/6250 train_loss:3.6202 train_time:59190ms step_avg:469.76ms
step:137/6250 train_loss:3.6561 train_time:59661ms step_avg:469.77ms
step:138/6250 train_loss:3.5770 train_time:60131ms step_avg:469.78ms
step:139/6250 train_loss:3.6557 train_time:60606ms step_avg:469.81ms
step:140/6250 train_loss:3.6332 train_time:61079ms step_avg:469.84ms
step:141/6250 train_loss:3.5531 train_time:61556ms step_avg:469.89ms
step:142/6250 train_loss:3.5889 train_time:62027ms step_avg:469.90ms
step:143/6250 train_loss:3.5972 train_time:62499ms step_avg:469.92ms
step:144/6250 train_loss:3.5843 train_time:62974ms step_avg:469.96ms
step:145/6250 train_loss:3.6741 train_time:63445ms step_avg:469.97ms
step:146/6250 train_loss:3.5886 train_time:63916ms step_avg:469.97ms
step:147/6250 train_loss:3.5857 train_time:64387ms step_avg:469.97ms
step:148/6250 train_loss:3.5972 train_time:64857ms step_avg:469.98ms
step:149/6250 train_loss:3.5810 train_time:65325ms step_avg:469.96ms
step:150/6250 train_loss:3.5614 train_time:65795ms step_avg:469.96ms
step:151/6250 train_loss:3.6347 train_time:66265ms step_avg:469.97ms
step:152/6250 train_loss:3.5864 train_time:66736ms step_avg:469.97ms
step:153/6250 train_loss:3.5603 train_time:67207ms step_avg:469.98ms
step:154/6250 train_loss:3.5454 train_time:67681ms step_avg:470.01ms
step:155/6250 train_loss:3.5363 train_time:68152ms step_avg:470.01ms
step:156/6250 train_loss:3.5151 train_time:68624ms step_avg:470.03ms
step:157/6250 train_loss:3.5714 train_time:69107ms step_avg:470.12ms
step:158/6250 train_loss:3.5964 train_time:69580ms step_avg:470.14ms
step:159/6250 train_loss:3.5581 train_time:70092ms step_avg:470.42ms
step:160/6250 train_loss:3.6140 train_time:70591ms step_avg:470.61ms
step:161/6250 train_loss:3.6844 train_time:71092ms step_avg:470.81ms
step:162/6250 train_loss:3.5350 train_time:71590ms step_avg:470.99ms
step:163/6250 train_loss:3.5598 train_time:72090ms step_avg:471.18ms
step:164/6250 train_loss:3.5953 train_time:72589ms step_avg:471.36ms
step:165/6250 train_loss:3.4988 train_time:73095ms step_avg:471.58ms
step:166/6250 train_loss:3.5269 train_time:73582ms step_avg:471.68ms
step:167/6250 train_loss:3.6096 train_time:74059ms step_avg:471.72ms
step:168/6250 train_loss:3.7394 train_time:74531ms step_avg:471.71ms
step:169/6250 train_loss:3.6236 train_time:75007ms step_avg:471.74ms
step:170/6250 train_loss:3.6130 train_time:75483ms step_avg:471.77ms
step:171/6250 train_loss:3.5351 train_time:75971ms step_avg:471.87ms
step:172/6250 train_loss:3.5972 train_time:76462ms step_avg:471.99ms
step:173/6250 train_loss:3.5652 train_time:76934ms step_avg:471.99ms
step:174/6250 train_loss:3.6467 train_time:77404ms step_avg:471.98ms
step:175/6250 train_loss:3.5426 train_time:77875ms step_avg:471.97ms
step:176/6250 train_loss:3.5823 train_time:78352ms step_avg:472.00ms
step:177/6250 train_loss:3.5271 train_time:78832ms step_avg:472.05ms
step:178/6250 train_loss:3.5762 train_time:79302ms step_avg:472.03ms
step:179/6250 train_loss:3.5309 train_time:79776ms step_avg:472.05ms
step:180/6250 train_loss:3.4984 train_time:80263ms step_avg:472.14ms
step:181/6250 train_loss:3.5334 train_time:80757ms step_avg:472.26ms
step:182/6250 train_loss:3.4757 train_time:81251ms step_avg:472.39ms
step:183/6250 train_loss:3.5244 train_time:81726ms step_avg:472.40ms
step:184/6250 train_loss:3.5838 train_time:82196ms step_avg:472.39ms
step:185/6250 train_loss:3.4766 train_time:82667ms step_avg:472.38ms
step:186/6250 train_loss:3.5193 train_time:83136ms step_avg:472.36ms
step:187/6250 train_loss:3.4890 train_time:83605ms step_avg:472.34ms
step:188/6250 train_loss:3.5380 train_time:84075ms step_avg:472.33ms
step:189/6250 train_loss:3.4963 train_time:84546ms step_avg:472.32ms
step:190/6250 train_loss:3.5078 train_time:85016ms step_avg:472.31ms
step:191/6250 train_loss:3.5382 train_time:85485ms step_avg:472.29ms
step:192/6250 train_loss:3.4873 train_time:85968ms step_avg:472.35ms
step:193/6250 train_loss:3.5733 train_time:86444ms step_avg:472.37ms
step:194/6250 train_loss:3.4769 train_time:86935ms step_avg:472.48ms
step:195/6250 train_loss:3.5127 train_time:87417ms step_avg:472.53ms
step:196/6250 train_loss:3.5362 train_time:87897ms step_avg:472.56ms
step:197/6250 train_loss:3.4291 train_time:88385ms step_avg:472.65ms
step:198/6250 train_loss:3.4771 train_time:88856ms step_avg:472.64ms
step:199/6250 train_loss:3.4541 train_time:89325ms step_avg:472.62ms
step:200/6250 train_loss:3.5054 train_time:89794ms step_avg:472.60ms
step:201/6250 train_loss:3.4905 train_time:90263ms step_avg:472.58ms
step:202/6250 train_loss:3.4666 train_time:90733ms step_avg:472.57ms
step:203/6250 train_loss:3.4751 train_time:91202ms step_avg:472.55ms
step:204/6250 train_loss:3.5701 train_time:91671ms step_avg:472.53ms
step:205/6250 train_loss:3.5468 train_time:92143ms step_avg:472.53ms
step:206/6250 train_loss:3.5660 train_time:92614ms step_avg:472.52ms
step:207/6250 train_loss:3.4384 train_time:93085ms step_avg:472.51ms
step:208/6250 train_loss:3.4864 train_time:93553ms step_avg:472.49ms
step:209/6250 train_loss:3.4980 train_time:94023ms step_avg:472.48ms
step:210/6250 train_loss:3.4695 train_time:94493ms step_avg:472.46ms
step:211/6250 train_loss:3.4383 train_time:94962ms step_avg:472.45ms
step:212/6250 train_loss:3.4540 train_time:95433ms step_avg:472.44ms
step:213/6250 train_loss:3.4567 train_time:95904ms step_avg:472.43ms
step:214/6250 train_loss:3.5256 train_time:96373ms step_avg:472.42ms
step:215/6250 train_loss:3.4296 train_time:96842ms step_avg:472.40ms
step:216/6250 train_loss:3.3610 train_time:97312ms step_avg:472.39ms
step:217/6250 train_loss:3.4726 train_time:97784ms step_avg:472.38ms
step:218/6250 train_loss:3.4824 train_time:98254ms step_avg:472.37ms
step:219/6250 train_loss:3.4353 train_time:98726ms step_avg:472.37ms
step:220/6250 train_loss:3.4533 train_time:99196ms step_avg:472.36ms
step:221/6250 train_loss:3.4553 train_time:99672ms step_avg:472.38ms
step:222/6250 train_loss:3.4814 train_time:100146ms step_avg:472.39ms
step:223/6250 train_loss:3.4195 train_time:100620ms step_avg:472.39ms
step:224/6250 train_loss:3.4476 train_time:101090ms step_avg:472.38ms
step:225/6250 train_loss:3.4722 train_time:101562ms step_avg:472.38ms
step:226/6250 train_loss:3.4475 train_time:102034ms step_avg:472.38ms
step:227/6250 train_loss:3.4535 train_time:102506ms step_avg:472.38ms
step:228/6250 train_loss:3.4273 train_time:102976ms step_avg:472.37ms
step:229/6250 train_loss:3.4340 train_time:103447ms step_avg:472.36ms
step:230/6250 train_loss:3.4144 train_time:103925ms step_avg:472.39ms
step:231/6250 train_loss:3.4957 train_time:104398ms step_avg:472.39ms
step:232/6250 train_loss:3.4049 train_time:104871ms step_avg:472.39ms
step:233/6250 train_loss:3.4738 train_time:105345ms step_avg:472.40ms
step:234/6250 train_loss:3.4981 train_time:105819ms step_avg:472.41ms
step:235/6250 train_loss:3.3228 train_time:106290ms step_avg:472.40ms
step:236/6250 train_loss:3.4022 train_time:106763ms step_avg:472.40ms
step:237/6250 train_loss:3.4639 train_time:107235ms step_avg:472.40ms
step:238/6250 train_loss:3.3743 train_time:107711ms step_avg:472.41ms
step:239/6250 train_loss:3.3358 train_time:108184ms step_avg:472.42ms
step:240/6250 train_loss:3.5242 train_time:108659ms step_avg:472.43ms
step:241/6250 train_loss:3.5073 train_time:109137ms step_avg:472.45ms
step:242/6250 train_loss:3.4389 train_time:109610ms step_avg:472.46ms
step:243/6250 train_loss:3.3801 train_time:110081ms step_avg:472.45ms
step:244/6250 train_loss:3.4320 train_time:110550ms step_avg:472.44ms
step:245/6250 train_loss:3.4112 train_time:111020ms step_avg:472.43ms
step:246/6250 train_loss:3.4236 train_time:111498ms step_avg:472.45ms
step:247/6250 train_loss:3.3149 train_time:111970ms step_avg:472.45ms
step:248/6250 train_loss:3.3686 train_time:112444ms step_avg:472.46ms
step:249/6250 train_loss:3.3889 train_time:112922ms step_avg:472.48ms
step:250/6250 train_loss:3.3321 train_time:113398ms step_avg:472.49ms
step:251/6250 train_loss:3.4182 train_time:113874ms step_avg:472.51ms
step:252/6250 train_loss:3.4102 train_time:114356ms step_avg:472.54ms
step:253/6250 train_loss:3.4224 train_time:114838ms step_avg:472.58ms
step:254/6250 train_loss:3.4171 train_time:115315ms step_avg:472.60ms
step:255/6250 train_loss:3.4048 train_time:115789ms step_avg:472.61ms
step:256/6250 train_loss:3.3399 train_time:116261ms step_avg:472.61ms
step:257/6250 train_loss:3.4130 train_time:116740ms step_avg:472.63ms
step:258/6250 train_loss:3.4175 train_time:117226ms step_avg:472.69ms
step:259/6250 train_loss:3.4507 train_time:117704ms step_avg:472.71ms
step:260/6250 train_loss:3.4236 train_time:118177ms step_avg:472.71ms
step:261/6250 train_loss:3.4498 train_time:118651ms step_avg:472.71ms
step:262/6250 train_loss:3.4209 train_time:119126ms step_avg:472.72ms
step:263/6250 train_loss:3.2717 train_time:119603ms step_avg:472.74ms
step:264/6250 train_loss:3.3714 train_time:120078ms step_avg:472.75ms
step:265/6250 train_loss:3.3363 train_time:120553ms step_avg:472.76ms
step:266/6250 train_loss:3.4101 train_time:121038ms step_avg:472.80ms
step:267/6250 train_loss:3.3055 train_time:121526ms step_avg:472.86ms
step:268/6250 train_loss:3.3927 train_time:122017ms step_avg:472.93ms
step:269/6250 train_loss:3.3228 train_time:122501ms step_avg:472.98ms
step:270/6250 train_loss:3.3171 train_time:122990ms step_avg:473.04ms
step:271/6250 train_loss:3.3541 train_time:123460ms step_avg:473.03ms
step:272/6250 train_loss:3.3637 train_time:123930ms step_avg:473.02ms
step:273/6250 train_loss:3.3368 train_time:124400ms step_avg:473.00ms
step:274/6250 train_loss:3.3736 train_time:124876ms step_avg:473.02ms
step:275/6250 train_loss:3.3019 train_time:125362ms step_avg:473.06ms
step:276/6250 train_loss:3.3515 train_time:125843ms step_avg:473.10ms
step:277/6250 train_loss:3.3954 train_time:126331ms step_avg:473.15ms
step:278/6250 train_loss:3.3767 train_time:126817ms step_avg:473.20ms
step:279/6250 train_loss:3.2995 train_time:127303ms step_avg:473.24ms
step:280/6250 train_loss:3.2533 train_time:127790ms step_avg:473.30ms
step:281/6250 train_loss:3.3793 train_time:128272ms step_avg:473.33ms
step:282/6250 train_loss:3.2752 train_time:128750ms step_avg:473.35ms
step:283/6250 train_loss:3.3126 train_time:129230ms step_avg:473.37ms
step:284/6250 train_loss:3.4013 train_time:129705ms step_avg:473.38ms
step:285/6250 train_loss:3.3789 train_time:130179ms step_avg:473.38ms
step:286/6250 train_loss:3.3267 train_time:130652ms step_avg:473.38ms
step:287/6250 train_loss:3.3786 train_time:131127ms step_avg:473.38ms
step:288/6250 train_loss:3.3989 train_time:131601ms step_avg:473.39ms
step:289/6250 train_loss:3.3247 train_time:132075ms step_avg:473.39ms
step:290/6250 train_loss:3.3630 train_time:132547ms step_avg:473.38ms
step:291/6250 train_loss:3.3838 train_time:133023ms step_avg:473.39ms
step:292/6250 train_loss:3.2988 train_time:133496ms step_avg:473.39ms
step:293/6250 train_loss:3.3256 train_time:133968ms step_avg:473.38ms
step:294/6250 train_loss:3.2883 train_time:134443ms step_avg:473.39ms
step:295/6250 train_loss:3.3221 train_time:134918ms step_avg:473.40ms
step:296/6250 train_loss:3.3823 train_time:135391ms step_avg:473.40ms
step:297/6250 train_loss:3.2586 train_time:135863ms step_avg:473.39ms
step:298/6250 train_loss:3.3459 train_time:136335ms step_avg:473.39ms
step:299/6250 train_loss:3.3540 train_time:136807ms step_avg:473.38ms
step:300/6250 train_loss:3.2374 train_time:137282ms step_avg:473.39ms
step:301/6250 train_loss:3.3615 train_time:137754ms step_avg:473.38ms
step:302/6250 train_loss:3.3629 train_time:138226ms step_avg:473.38ms
step:303/6250 train_loss:3.3730 train_time:138698ms step_avg:473.37ms
step:304/6250 train_loss:3.3165 train_time:139171ms step_avg:473.37ms
step:305/6250 train_loss:3.2021 train_time:139643ms step_avg:473.37ms
step:306/6250 train_loss:3.3321 train_time:140115ms step_avg:473.36ms
step:307/6250 train_loss:3.3395 train_time:140587ms step_avg:473.36ms
step:308/6250 train_loss:3.4377 train_time:141060ms step_avg:473.36ms
step:309/6250 train_loss:3.2118 train_time:141531ms step_avg:473.35ms
step:310/6250 train_loss:3.3150 train_time:142004ms step_avg:473.35ms
step:311/6250 train_loss:3.2808 train_time:142477ms step_avg:473.35ms
step:312/6250 train_loss:3.3332 train_time:142949ms step_avg:473.34ms
step:313/6250 train_loss:3.4660 train_time:143421ms step_avg:473.34ms
step:314/6250 train_loss:3.2934 train_time:143895ms step_avg:473.34ms
step:315/6250 train_loss:3.4081 train_time:144367ms step_avg:473.34ms
step:316/6250 train_loss:3.2319 train_time:144840ms step_avg:473.33ms
step:317/6250 train_loss:3.3487 train_time:145312ms step_avg:473.33ms
step:318/6250 train_loss:3.2884 train_time:145784ms step_avg:473.33ms
step:319/6250 train_loss:3.2723 train_time:146256ms step_avg:473.32ms
step:320/6250 train_loss:3.3170 train_time:146729ms step_avg:473.32ms
step:321/6250 train_loss:3.2537 train_time:147201ms step_avg:473.32ms
step:322/6250 train_loss:3.3210 train_time:147674ms step_avg:473.31ms
step:323/6250 train_loss:3.2502 train_time:148145ms step_avg:473.31ms
step:324/6250 train_loss:3.3833 train_time:148618ms step_avg:473.31ms
step:325/6250 train_loss:3.3375 train_time:149090ms step_avg:473.30ms
step:326/6250 train_loss:3.3488 train_time:149563ms step_avg:473.30ms
step:327/6250 train_loss:3.2786 train_time:150039ms step_avg:473.31ms
step:328/6250 train_loss:3.3540 train_time:150514ms step_avg:473.32ms
step:329/6250 train_loss:3.2889 train_time:150989ms step_avg:473.32ms
step:330/6250 train_loss:3.3207 train_time:151461ms step_avg:473.32ms
step:331/6250 train_loss:3.2264 train_time:151935ms step_avg:473.32ms
step:332/6250 train_loss:3.3770 train_time:152416ms step_avg:473.34ms
step:333/6250 train_loss:3.3570 train_time:152894ms step_avg:473.36ms
step:334/6250 train_loss:3.3387 train_time:153373ms step_avg:473.37ms
step:335/6250 train_loss:3.2438 train_time:153855ms step_avg:473.40ms
step:336/6250 train_loss:3.2991 train_time:154333ms step_avg:473.41ms
step:337/6250 train_loss:3.3726 train_time:154811ms step_avg:473.43ms
step:338/6250 train_loss:3.2012 train_time:155320ms step_avg:473.54ms
step:339/6250 train_loss:3.3924 train_time:155811ms step_avg:473.59ms
step:340/6250 train_loss:3.2589 train_time:156290ms step_avg:473.61ms
step:341/6250 train_loss:3.3021 train_time:156766ms step_avg:473.61ms
step:342/6250 train_loss:3.2111 train_time:157247ms step_avg:473.64ms
step:343/6250 train_loss:3.2952 train_time:157724ms step_avg:473.65ms
step:344/6250 train_loss:3.3703 train_time:158201ms step_avg:473.66ms
step:345/6250 train_loss:3.3104 train_time:158681ms step_avg:473.68ms
step:346/6250 train_loss:3.1982 train_time:159171ms step_avg:473.72ms
step:347/6250 train_loss:3.2746 train_time:159654ms step_avg:473.75ms
step:348/6250 train_loss:3.2898 train_time:160139ms step_avg:473.78ms
step:349/6250 train_loss:3.1782 train_time:160622ms step_avg:473.81ms
step:350/6250 train_loss:3.3373 train_time:161103ms step_avg:473.83ms
step:351/6250 train_loss:3.2332 train_time:161584ms step_avg:473.85ms
step:352/6250 train_loss:3.2490 train_time:162066ms step_avg:473.88ms
step:353/6250 train_loss:3.2809 train_time:162547ms step_avg:473.90ms
step:354/6250 train_loss:3.1417 train_time:163025ms step_avg:473.91ms
step:355/6250 train_loss:3.3719 train_time:163505ms step_avg:473.93ms
step:356/6250 train_loss:3.2583 train_time:163982ms step_avg:473.94ms
step:357/6250 train_loss:3.3319 train_time:164457ms step_avg:473.94ms
step:358/6250 train_loss:3.2832 train_time:164935ms step_avg:473.95ms
step:359/6250 train_loss:3.2159 train_time:165408ms step_avg:473.95ms
step:360/6250 train_loss:3.3379 train_time:165887ms step_avg:473.96ms
step:361/6250 train_loss:3.1957 train_time:166360ms step_avg:473.96ms
step:362/6250 train_loss:3.3263 train_time:166836ms step_avg:473.96ms
step:363/6250 train_loss:3.2684 train_time:167319ms step_avg:473.99ms
step:364/6250 train_loss:3.2202 train_time:167799ms step_avg:474.01ms
step:365/6250 train_loss:3.1646 train_time:168283ms step_avg:474.04ms
step:366/6250 train_loss:3.1822 train_time:168762ms step_avg:474.05ms
step:367/6250 train_loss:3.3110 train_time:169242ms step_avg:474.07ms
step:368/6250 train_loss:3.2488 train_time:169721ms step_avg:474.08ms
step:369/6250 train_loss:3.2624 train_time:170196ms step_avg:474.08ms
step:370/6250 train_loss:3.2384 train_time:170671ms step_avg:474.09ms
step:371/6250 train_loss:3.2078 train_time:171145ms step_avg:474.09ms
step:372/6250 train_loss:3.2627 train_time:171620ms step_avg:474.09ms
step:373/6250 train_loss:3.2500 train_time:172094ms step_avg:474.09ms
step:374/6250 train_loss:3.1472 train_time:172567ms step_avg:474.08ms
step:375/6250 train_loss:3.2627 train_time:173040ms step_avg:474.08ms
step:376/6250 train_loss:3.2135 train_time:173515ms step_avg:474.08ms
step:377/6250 train_loss:3.2261 train_time:173989ms step_avg:474.08ms
step:378/6250 train_loss:3.3291 train_time:174462ms step_avg:474.08ms
step:379/6250 train_loss:3.3007 train_time:174935ms step_avg:474.08ms
step:380/6250 train_loss:3.3144 train_time:175410ms step_avg:474.08ms
step:381/6250 train_loss:3.2334 train_time:175885ms step_avg:474.08ms
step:382/6250 train_loss:3.3513 train_time:176364ms step_avg:474.10ms
step:383/6250 train_loss:3.2244 train_time:176840ms step_avg:474.10ms
step:384/6250 train_loss:3.2763 train_time:177321ms step_avg:474.12ms
step:385/6250 train_loss:3.3183 train_time:177806ms step_avg:474.15ms
step:386/6250 train_loss:3.2308 train_time:178281ms step_avg:474.15ms
step:387/6250 train_loss:3.1153 train_time:178769ms step_avg:474.19ms
step:388/6250 train_loss:3.2288 train_time:179252ms step_avg:474.21ms
step:389/6250 train_loss:3.1952 train_time:179737ms step_avg:474.24ms
step:390/6250 train_loss:3.1904 train_time:180212ms step_avg:474.24ms
step:391/6250 train_loss:3.2254 train_time:180695ms step_avg:474.26ms
step:392/6250 train_loss:3.2167 train_time:181170ms step_avg:474.27ms
step:393/6250 train_loss:3.2330 train_time:181644ms step_avg:474.27ms
step:394/6250 train_loss:3.2048 train_time:182118ms step_avg:474.27ms
step:395/6250 train_loss:3.2295 train_time:182596ms step_avg:474.28ms
step:396/6250 train_loss:3.1226 train_time:183078ms step_avg:474.30ms
step:397/6250 train_loss:3.3042 train_time:183554ms step_avg:474.30ms
step:398/6250 train_loss:3.1817 train_time:184029ms step_avg:474.30ms
step:399/6250 train_loss:3.2163 train_time:184504ms step_avg:474.30ms
step:400/6250 train_loss:3.1809 train_time:184978ms step_avg:474.30ms
step:401/6250 train_loss:3.2069 train_time:185452ms step_avg:474.30ms
step:402/6250 train_loss:3.2316 train_time:185928ms step_avg:474.31ms
step:403/6250 train_loss:3.1437 train_time:186410ms step_avg:474.33ms
step:404/6250 train_loss:3.3270 train_time:186885ms step_avg:474.33ms
step:405/6250 train_loss:3.1716 train_time:187360ms step_avg:474.33ms
step:406/6250 train_loss:3.1879 train_time:187841ms step_avg:474.35ms
step:407/6250 train_loss:3.1961 train_time:188315ms step_avg:474.34ms
step:408/6250 train_loss:3.1571 train_time:188788ms step_avg:474.34ms
step:409/6250 train_loss:3.1900 train_time:189262ms step_avg:474.34ms
step:410/6250 train_loss:3.1706 train_time:189735ms step_avg:474.34ms
step:411/6250 train_loss:3.2779 train_time:190210ms step_avg:474.34ms
step:412/6250 train_loss:3.2791 train_time:190685ms step_avg:474.34ms
step:413/6250 train_loss:3.2706 train_time:191159ms step_avg:474.34ms
step:414/6250 train_loss:3.1844 train_time:191645ms step_avg:474.37ms
step:415/6250 train_loss:3.2667 train_time:192127ms step_avg:474.39ms
step:416/6250 train_loss:3.1434 train_time:192602ms step_avg:474.39ms
step:417/6250 train_loss:3.2158 train_time:193085ms step_avg:474.41ms
step:418/6250 train_loss:3.2525 train_time:193561ms step_avg:474.41ms
step:419/6250 train_loss:3.2758 train_time:194040ms step_avg:474.43ms
step:420/6250 train_loss:3.2110 train_time:194514ms step_avg:474.43ms
step:421/6250 train_loss:3.1568 train_time:194988ms step_avg:474.42ms
step:422/6250 train_loss:3.1442 train_time:195462ms step_avg:474.42ms
step:423/6250 train_loss:3.2820 train_time:195938ms step_avg:474.43ms
step:424/6250 train_loss:3.2328 train_time:196426ms step_avg:474.46ms
step:425/6250 train_loss:3.2315 train_time:196913ms step_avg:474.49ms
step:426/6250 train_loss:3.2615 train_time:197396ms step_avg:474.51ms
step:427/6250 train_loss:3.2417 train_time:197874ms step_avg:474.52ms
step:428/6250 train_loss:3.2274 train_time:198362ms step_avg:474.55ms
step:429/6250 train_loss:3.1637 train_time:198852ms step_avg:474.59ms
step:430/6250 train_loss:3.1544 train_time:199336ms step_avg:474.61ms
step:431/6250 train_loss:3.1705 train_time:199811ms step_avg:474.61ms
step:432/6250 train_loss:3.1173 train_time:200288ms step_avg:474.62ms
step:433/6250 train_loss:3.2118 train_time:200764ms step_avg:474.62ms
step:434/6250 train_loss:3.2265 train_time:201255ms step_avg:474.66ms
step:435/6250 train_loss:3.2425 train_time:201745ms step_avg:474.69ms
step:436/6250 train_loss:3.1388 train_time:202231ms step_avg:474.72ms
step:437/6250 train_loss:3.2857 train_time:202722ms step_avg:474.76ms
step:438/6250 train_loss:3.1944 train_time:203212ms step_avg:474.79ms
step:439/6250 train_loss:3.2151 train_time:203702ms step_avg:474.83ms
step:440/6250 train_loss:3.1534 train_time:204183ms step_avg:474.85ms
step:441/6250 train_loss:3.1816 train_time:204676ms step_avg:474.89ms
step:442/6250 train_loss:3.3216 train_time:205153ms step_avg:474.89ms
step:443/6250 train_loss:3.2351 train_time:205638ms step_avg:474.91ms
step:444/6250 train_loss:3.2488 train_time:206126ms step_avg:474.95ms
step:445/6250 train_loss:3.1003 train_time:206608ms step_avg:474.96ms
step:446/6250 train_loss:3.2459 train_time:207083ms step_avg:474.96ms
step:447/6250 train_loss:3.1949 train_time:207558ms step_avg:474.96ms
step:448/6250 train_loss:3.1769 train_time:208030ms step_avg:474.95ms
step:449/6250 train_loss:3.2241 train_time:208514ms step_avg:474.98ms
step:450/6250 train_loss:3.1687 train_time:208997ms step_avg:474.99ms
step:451/6250 train_loss:3.0871 train_time:209482ms step_avg:475.02ms
step:452/6250 train_loss:3.1044 train_time:209965ms step_avg:475.03ms
step:453/6250 train_loss:3.1787 train_time:210446ms step_avg:475.05ms
step:454/6250 train_loss:3.0905 train_time:210926ms step_avg:475.06ms
step:455/6250 train_loss:3.2254 train_time:211408ms step_avg:475.07ms
step:456/6250 train_loss:3.2321 train_time:211891ms step_avg:475.09ms
step:457/6250 train_loss:3.0674 train_time:212372ms step_avg:475.11ms
step:458/6250 train_loss:3.1828 train_time:212856ms step_avg:475.12ms
step:459/6250 train_loss:3.1345 train_time:213337ms step_avg:475.14ms
step:460/6250 train_loss:3.2131 train_time:213816ms step_avg:475.15ms
step:461/6250 train_loss:3.1666 train_time:214294ms step_avg:475.15ms
step:462/6250 train_loss:3.1812 train_time:214769ms step_avg:475.15ms
step:463/6250 train_loss:3.1991 train_time:215247ms step_avg:475.16ms
step:464/6250 train_loss:3.1447 train_time:215724ms step_avg:475.16ms
step:465/6250 train_loss:3.1901 train_time:216201ms step_avg:475.17ms
step:466/6250 train_loss:3.0799 train_time:216680ms step_avg:475.17ms
step:467/6250 train_loss:3.0675 train_time:217159ms step_avg:475.18ms
step:468/6250 train_loss:3.1562 train_time:217639ms step_avg:475.19ms
step:469/6250 train_loss:3.1341 train_time:218120ms step_avg:475.21ms
step:470/6250 train_loss:3.1959 train_time:218598ms step_avg:475.21ms
step:471/6250 train_loss:3.1641 train_time:219078ms step_avg:475.22ms
step:472/6250 train_loss:3.0869 train_time:219551ms step_avg:475.22ms
step:473/6250 train_loss:3.1610 train_time:220030ms step_avg:475.23ms
step:474/6250 train_loss:3.1499 train_time:220504ms step_avg:475.22ms
step:475/6250 train_loss:3.1615 train_time:220978ms step_avg:475.22ms
step:476/6250 train_loss:3.1481 train_time:221452ms step_avg:475.22ms
step:477/6250 train_loss:3.1502 train_time:221926ms step_avg:475.22ms
step:478/6250 train_loss:3.1202 train_time:222402ms step_avg:475.22ms
step:479/6250 train_loss:3.1400 train_time:222878ms step_avg:475.22ms
step:480/6250 train_loss:3.2053 train_time:223355ms step_avg:475.22ms
step:481/6250 train_loss:3.1527 train_time:223829ms step_avg:475.22ms
step:482/6250 train_loss:3.1725 train_time:224302ms step_avg:475.22ms
step:483/6250 train_loss:3.2581 train_time:224777ms step_avg:475.22ms
step:484/6250 train_loss:3.2245 train_time:225249ms step_avg:475.21ms
step:485/6250 train_loss:3.1087 train_time:225725ms step_avg:475.21ms
step:486/6250 train_loss:3.2645 train_time:226225ms step_avg:475.26ms
step:487/6250 train_loss:3.1573 train_time:226707ms step_avg:475.28ms
step:488/6250 train_loss:3.1720 train_time:227182ms step_avg:475.28ms
step:489/6250 train_loss:3.1494 train_time:227657ms step_avg:475.28ms
step:490/6250 train_loss:3.1495 train_time:228132ms step_avg:475.28ms
step:491/6250 train_loss:3.0948 train_time:228605ms step_avg:475.27ms
step:492/6250 train_loss:3.1908 train_time:229079ms step_avg:475.27ms
step:493/6250 train_loss:3.1947 train_time:229554ms step_avg:475.27ms
step:494/6250 train_loss:3.1194 train_time:230026ms step_avg:475.26ms
step:495/6250 train_loss:3.1652 train_time:230506ms step_avg:475.27ms
step:496/6250 train_loss:3.0672 train_time:230985ms step_avg:475.28ms
step:497/6250 train_loss:3.1422 train_time:231465ms step_avg:475.29ms
step:498/6250 train_loss:3.0701 train_time:231954ms step_avg:475.32ms
step:499/6250 train_loss:3.1855 train_time:232431ms step_avg:475.32ms
step:500/6250 train_loss:3.1651 train_time:232904ms step_avg:475.31ms
step:501/6250 train_loss:3.0949 train_time:233381ms step_avg:475.32ms
step:502/6250 train_loss:3.2898 train_time:233860ms step_avg:475.33ms
step:503/6250 train_loss:3.1673 train_time:234337ms step_avg:475.33ms
step:504/6250 train_loss:3.2217 train_time:234811ms step_avg:475.33ms
step:505/6250 train_loss:3.1990 train_time:235284ms step_avg:475.32ms
step:506/6250 train_loss:3.1989 train_time:235760ms step_avg:475.32ms
step:507/6250 train_loss:3.1526 train_time:236241ms step_avg:475.33ms
step:508/6250 train_loss:3.1923 train_time:236724ms step_avg:475.35ms
step:509/6250 train_loss:3.2445 train_time:237188ms step_avg:475.33ms
step:510/6250 train_loss:3.2552 train_time:237656ms step_avg:475.31ms
step:511/6250 train_loss:3.1487 train_time:238125ms step_avg:475.30ms
step:512/6250 train_loss:3.2576 train_time:238595ms step_avg:475.29ms
step:513/6250 train_loss:3.1586 train_time:239057ms step_avg:475.26ms
step:514/6250 train_loss:3.2075 train_time:239525ms step_avg:475.25ms
step:515/6250 train_loss:3.2359 train_time:239985ms step_avg:475.22ms
step:516/6250 train_loss:3.2242 train_time:240448ms step_avg:475.19ms
step:517/6250 train_loss:3.1045 train_time:240928ms step_avg:475.20ms
step:518/6250 train_loss:3.2150 train_time:241418ms step_avg:475.23ms
step:519/6250 train_loss:3.2097 train_time:241893ms step_avg:475.23ms
step:520/6250 train_loss:3.2045 train_time:242368ms step_avg:475.23ms
step:521/6250 train_loss:3.1819 train_time:242836ms step_avg:475.22ms
step:522/6250 train_loss:3.1319 train_time:243303ms step_avg:475.20ms
step:523/6250 train_loss:3.1635 train_time:243764ms step_avg:475.17ms
step:524/6250 train_loss:3.1895 train_time:244236ms step_avg:475.17ms
step:525/6250 train_loss:3.1306 train_time:244696ms step_avg:475.14ms
step:526/6250 train_loss:3.1531 train_time:245165ms step_avg:475.13ms
step:527/6250 train_loss:3.1316 train_time:245636ms step_avg:475.12ms
step:528/6250 train_loss:3.1933 train_time:246101ms step_avg:475.10ms
step:529/6250 train_loss:3.2009 train_time:246562ms step_avg:475.07ms
step:530/6250 train_loss:3.1359 train_time:247041ms step_avg:475.08ms
step:531/6250 train_loss:3.1324 train_time:247518ms step_avg:475.08ms
step:532/6250 train_loss:3.0390 train_time:247990ms step_avg:475.08ms
step:533/6250 train_loss:3.0950 train_time:248462ms step_avg:475.07ms
step:534/6250 train_loss:3.1142 train_time:248930ms step_avg:475.06ms
step:535/6250 train_loss:3.1501 train_time:249400ms step_avg:475.05ms
step:536/6250 train_loss:3.0900 train_time:249865ms step_avg:475.03ms
step:537/6250 train_loss:3.0844 train_time:250336ms step_avg:475.02ms
step:538/6250 train_loss:3.1382 train_time:250804ms step_avg:475.01ms
step:539/6250 train_loss:3.1471 train_time:251278ms step_avg:475.01ms
step:540/6250 train_loss:3.1622 train_time:251747ms step_avg:474.99ms
step:541/6250 train_loss:3.1169 train_time:252219ms step_avg:474.99ms
step:542/6250 train_loss:3.0972 train_time:252681ms step_avg:474.96ms
step:543/6250 train_loss:3.2096 train_time:253153ms step_avg:474.96ms
step:544/6250 train_loss:3.0715 train_time:253631ms step_avg:474.96ms
step:545/6250 train_loss:3.1805 train_time:254102ms step_avg:474.96ms
step:546/6250 train_loss:3.0196 train_time:254565ms step_avg:474.93ms
step:547/6250 train_loss:3.0838 train_time:255028ms step_avg:474.91ms
step:548/6250 train_loss:3.1789 train_time:255490ms step_avg:474.89ms
step:549/6250 train_loss:3.1991 train_time:255950ms step_avg:474.86ms
step:550/6250 train_loss:3.1533 train_time:256413ms step_avg:474.84ms
step:551/6250 train_loss:3.1842 train_time:256876ms step_avg:474.82ms
step:552/6250 train_loss:3.0793 train_time:257350ms step_avg:474.82ms
step:553/6250 train_loss:3.1213 train_time:257829ms step_avg:474.82ms
step:554/6250 train_loss:3.1943 train_time:258296ms step_avg:474.81ms
step:555/6250 train_loss:3.1157 train_time:258771ms step_avg:474.81ms
step:556/6250 train_loss:3.1076 train_time:259253ms step_avg:474.82ms
step:557/6250 train_loss:3.1694 train_time:259727ms step_avg:474.82ms
step:558/6250 train_loss:3.0282 train_time:260201ms step_avg:474.82ms
step:559/6250 train_loss:3.0958 train_time:260677ms step_avg:474.82ms
step:560/6250 train_loss:3.1548 train_time:261139ms step_avg:474.80ms
step:561/6250 train_loss:3.1625 train_time:261600ms step_avg:474.77ms
step:562/6250 train_loss:3.1647 train_time:262077ms step_avg:474.78ms
step:563/6250 train_loss:3.0734 train_time:262551ms step_avg:474.78ms
step:564/6250 train_loss:3.0757 train_time:263023ms step_avg:474.77ms
step:565/6250 train_loss:3.0999 train_time:263491ms step_avg:474.76ms
step:566/6250 train_loss:3.0113 train_time:263952ms step_avg:474.73ms
step:567/6250 train_loss:3.1404 train_time:264413ms step_avg:474.71ms
step:568/6250 train_loss:3.1066 train_time:264874ms step_avg:474.68ms
step:569/6250 train_loss:3.1277 train_time:265336ms step_avg:474.66ms
step:570/6250 train_loss:3.1159 train_time:265812ms step_avg:474.66ms
step:571/6250 train_loss:3.1335 train_time:266276ms step_avg:474.64ms
step:572/6250 train_loss:3.1226 train_time:266749ms step_avg:474.64ms
step:573/6250 train_loss:3.0272 train_time:267211ms step_avg:474.62ms
step:574/6250 train_loss:3.0482 train_time:267670ms step_avg:474.59ms
step:575/6250 train_loss:3.0837 train_time:268131ms step_avg:474.57ms
step:576/6250 train_loss:3.0451 train_time:268591ms step_avg:474.54ms
step:577/6250 train_loss:3.0628 train_time:269054ms step_avg:474.52ms
step:578/6250 train_loss:3.0306 train_time:269519ms step_avg:474.51ms
step:579/6250 train_loss:3.0115 train_time:269979ms step_avg:474.48ms
step:580/6250 train_loss:3.0226 train_time:270440ms step_avg:474.46ms
step:581/6250 train_loss:3.0586 train_time:270911ms step_avg:474.45ms
step:582/6250 train_loss:3.1366 train_time:271396ms step_avg:474.47ms
step:583/6250 train_loss:3.1398 train_time:271880ms step_avg:474.49ms
step:584/6250 train_loss:3.1480 train_time:272357ms step_avg:474.49ms
step:585/6250 train_loss:3.0251 train_time:272832ms step_avg:474.49ms
step:586/6250 train_loss:3.1450 train_time:273302ms step_avg:474.48ms
step:587/6250 train_loss:3.1558 train_time:273772ms step_avg:474.48ms
step:588/6250 train_loss:3.1554 train_time:274240ms step_avg:474.46ms
step:589/6250 train_loss:3.0901 train_time:274706ms step_avg:474.45ms
step:590/6250 train_loss:3.0977 train_time:275173ms step_avg:474.44ms
step:591/6250 train_loss:3.0809 train_time:275645ms step_avg:474.43ms
step:592/6250 train_loss:3.1662 train_time:276106ms step_avg:474.41ms
step:593/6250 train_loss:3.1056 train_time:276566ms step_avg:474.38ms
step:594/6250 train_loss:3.0348 train_time:277025ms step_avg:474.36ms
step:595/6250 train_loss:3.0850 train_time:277485ms step_avg:474.33ms
step:596/6250 train_loss:3.1626 train_time:277945ms step_avg:474.31ms
step:597/6250 train_loss:3.1752 train_time:278408ms step_avg:474.29ms
step:598/6250 train_loss:3.0761 train_time:278869ms step_avg:474.27ms
step:599/6250 train_loss:2.9977 train_time:279331ms step_avg:474.25ms
step:600/6250 train_loss:2.9519 train_time:279792ms step_avg:474.22ms
step:601/6250 train_loss:3.0726 train_time:280253ms step_avg:474.20ms
step:602/6250 train_loss:3.1074 train_time:280713ms step_avg:474.18ms
step:603/6250 train_loss:3.0779 train_time:281172ms step_avg:474.15ms
step:604/6250 train_loss:3.1134 train_time:281633ms step_avg:474.13ms
step:605/6250 train_loss:3.0128 train_time:282106ms step_avg:474.13ms
step:606/6250 train_loss:3.0914 train_time:282573ms step_avg:474.12ms
step:607/6250 train_loss:3.0928 train_time:283038ms step_avg:474.10ms
step:608/6250 train_loss:2.9882 train_time:283511ms step_avg:474.10ms
step:609/6250 train_loss:3.0971 train_time:283989ms step_avg:474.11ms
step:610/6250 train_loss:2.9928 train_time:284459ms step_avg:474.10ms
step:611/6250 train_loss:3.0582 train_time:284921ms step_avg:474.08ms
step:612/6250 train_loss:3.0957 train_time:285381ms step_avg:474.05ms
step:613/6250 train_loss:3.1491 train_time:285856ms step_avg:474.06ms
step:614/6250 train_loss:3.0550 train_time:286340ms step_avg:474.07ms
step:615/6250 train_loss:3.0569 train_time:286808ms step_avg:474.06ms
step:616/6250 train_loss:3.0222 train_time:287270ms step_avg:474.04ms
step:617/6250 train_loss:3.1357 train_time:287732ms step_avg:474.02ms
step:618/6250 train_loss:2.9833 train_time:288193ms step_avg:474.00ms
step:619/6250 train_loss:3.0261 train_time:288653ms step_avg:473.98ms
step:620/6250 train_loss:3.1062 train_time:289113ms step_avg:473.96ms
step:621/6250 train_loss:3.1857 train_time:289574ms step_avg:473.93ms
step:622/6250 train_loss:2.9941 train_time:290035ms step_avg:473.91ms
step:623/6250 train_loss:3.0923 train_time:290496ms step_avg:473.89ms
step:624/6250 train_loss:3.0954 train_time:290955ms step_avg:473.87ms
step:625/6250 train_loss:3.0600 train_time:291418ms step_avg:473.85ms
step:626/6250 train_loss:3.1024 train_time:291878ms step_avg:473.83ms
step:627/6250 train_loss:3.0785 train_time:292339ms step_avg:473.81ms
step:628/6250 train_loss:3.0615 train_time:292800ms step_avg:473.79ms
step:629/6250 train_loss:3.1073 train_time:293265ms step_avg:473.77ms
step:630/6250 train_loss:3.1071 train_time:293729ms step_avg:473.76ms
step:631/6250 train_loss:3.1039 train_time:294189ms step_avg:473.73ms
step:632/6250 train_loss:3.1032 train_time:294650ms step_avg:473.71ms
step:633/6250 train_loss:3.1822 train_time:295111ms step_avg:473.69ms
step:634/6250 train_loss:3.0987 train_time:295572ms step_avg:473.67ms
step:635/6250 train_loss:3.0470 train_time:296032ms step_avg:473.65ms
step:636/6250 train_loss:3.1144 train_time:296493ms step_avg:473.63ms
step:637/6250 train_loss:2.9583 train_time:296953ms step_avg:473.61ms
step:638/6250 train_loss:3.0891 train_time:297415ms step_avg:473.59ms
step:639/6250 train_loss:3.0670 train_time:297876ms step_avg:473.57ms
step:640/6250 train_loss:2.9299 train_time:298340ms step_avg:473.55ms
step:641/6250 train_loss:3.1291 train_time:298802ms step_avg:473.54ms
step:642/6250 train_loss:3.0508 train_time:299263ms step_avg:473.52ms
step:643/6250 train_loss:3.0743 train_time:299724ms step_avg:473.50ms
step:644/6250 train_loss:2.9970 train_time:300186ms step_avg:473.48ms
step:645/6250 train_loss:3.0259 train_time:300647ms step_avg:473.46ms
step:646/6250 train_loss:3.0763 train_time:301106ms step_avg:473.44ms
step:647/6250 train_loss:2.9355 train_time:301569ms step_avg:473.42ms
step:648/6250 train_loss:3.0307 train_time:302027ms step_avg:473.40ms
step:649/6250 train_loss:2.9786 train_time:302488ms step_avg:473.38ms
step:650/6250 train_loss:2.9441 train_time:302948ms step_avg:473.36ms
step:651/6250 train_loss:3.0945 train_time:303408ms step_avg:473.33ms
step:652/6250 train_loss:3.1226 train_time:303869ms step_avg:473.32ms
step:653/6250 train_loss:3.0063 train_time:304328ms step_avg:473.29ms
step:654/6250 train_loss:2.9700 train_time:304788ms step_avg:473.27ms
step:655/6250 train_loss:3.0473 train_time:305249ms step_avg:473.25ms
step:656/6250 train_loss:3.0745 train_time:305709ms step_avg:473.23ms
step:657/6250 train_loss:2.9804 train_time:306169ms step_avg:473.21ms
step:658/6250 train_loss:3.0587 train_time:306629ms step_avg:473.19ms
step:659/6250 train_loss:3.0768 train_time:307090ms step_avg:473.17ms
step:660/6250 train_loss:2.9763 train_time:307550ms step_avg:473.15ms
step:661/6250 train_loss:3.1197 train_time:308008ms step_avg:473.13ms
step:662/6250 train_loss:2.9862 train_time:308468ms step_avg:473.11ms
step:663/6250 train_loss:3.0276 train_time:308927ms step_avg:473.09ms
step:664/6250 train_loss:3.0037 train_time:309387ms step_avg:473.07ms
step:665/6250 train_loss:3.1208 train_time:309847ms step_avg:473.05ms
step:666/6250 train_loss:3.0891 train_time:310308ms step_avg:473.03ms
step:667/6250 train_loss:3.1250 train_time:310767ms step_avg:473.01ms
step:668/6250 train_loss:3.0833 train_time:311226ms step_avg:472.99ms
step:669/6250 train_loss:3.0265 train_time:311687ms step_avg:472.97ms
step:670/6250 train_loss:3.0627 train_time:312147ms step_avg:472.95ms
step:671/6250 train_loss:2.9412 train_time:312606ms step_avg:472.93ms
step:672/6250 train_loss:2.9986 train_time:313066ms step_avg:472.91ms
step:673/6250 train_loss:2.9907 train_time:313527ms step_avg:472.89ms
step:674/6250 train_loss:3.0594 train_time:313987ms step_avg:472.87ms
step:675/6250 train_loss:3.0046 train_time:314448ms step_avg:472.85ms
step:676/6250 train_loss:3.0521 train_time:314908ms step_avg:472.83ms
step:677/6250 train_loss:3.0376 train_time:315369ms step_avg:472.82ms
step:678/6250 train_loss:3.0553 train_time:315828ms step_avg:472.80ms
step:679/6250 train_loss:3.0431 train_time:316291ms step_avg:472.78ms
step:680/6250 train_loss:3.1346 train_time:316773ms step_avg:472.80ms
step:681/6250 train_loss:3.0149 train_time:317246ms step_avg:472.80ms
step:682/6250 train_loss:3.0467 train_time:317733ms step_avg:472.82ms
step:683/6250 train_loss:3.1204 train_time:318197ms step_avg:472.80ms
step:684/6250 train_loss:3.1070 train_time:318663ms step_avg:472.79ms
step:685/6250 train_loss:3.0462 train_time:319138ms step_avg:472.80ms
step:686/6250 train_loss:3.0752 train_time:319605ms step_avg:472.79ms
step:687/6250 train_loss:3.0820 train_time:320064ms step_avg:472.77ms
step:688/6250 train_loss:3.1329 train_time:320528ms step_avg:472.76ms
step:689/6250 train_loss:3.1562 train_time:320988ms step_avg:472.74ms
step:690/6250 train_loss:3.0993 train_time:321448ms step_avg:472.72ms
step:691/6250 train_loss:3.0728 train_time:321910ms step_avg:472.70ms
step:692/6250 train_loss:3.1320 train_time:322370ms step_avg:472.68ms
step:693/6250 train_loss:3.1270 train_time:322830ms step_avg:472.66ms
step:694/6250 train_loss:3.0622 train_time:323292ms step_avg:472.65ms
step:695/6250 train_loss:3.0244 train_time:323752ms step_avg:472.63ms
step:696/6250 train_loss:3.1272 train_time:324213ms step_avg:472.61ms
step:697/6250 train_loss:3.1173 train_time:324680ms step_avg:472.61ms
step:698/6250 train_loss:3.1296 train_time:325139ms step_avg:472.59ms
step:699/6250 train_loss:3.0416 train_time:325605ms step_avg:472.58ms
step:700/6250 train_loss:3.1059 train_time:326066ms step_avg:472.56ms
step:701/6250 train_loss:3.1496 train_time:326526ms step_avg:472.54ms
step:702/6250 train_loss:3.0238 train_time:326987ms step_avg:472.52ms
step:703/6250 train_loss:3.0233 train_time:327449ms step_avg:472.51ms
step:704/6250 train_loss:3.1268 train_time:327915ms step_avg:472.50ms
step:705/6250 train_loss:3.0186 train_time:328375ms step_avg:472.48ms
step:706/6250 train_loss:2.9925 train_time:328836ms step_avg:472.47ms
step:707/6250 train_loss:3.0368 train_time:329296ms step_avg:472.45ms
step:708/6250 train_loss:3.0573 train_time:329756ms step_avg:472.43ms
step:709/6250 train_loss:3.0508 train_time:330217ms step_avg:472.41ms
step:710/6250 train_loss:3.0268 train_time:330678ms step_avg:472.40ms
step:711/6250 train_loss:3.0155 train_time:331152ms step_avg:472.40ms
step:712/6250 train_loss:3.0194 train_time:331623ms step_avg:472.40ms
step:713/6250 train_loss:2.9939 train_time:332086ms step_avg:472.38ms
step:714/6250 train_loss:3.0671 train_time:332550ms step_avg:472.37ms
step:715/6250 train_loss:3.0707 train_time:333013ms step_avg:472.36ms
step:716/6250 train_loss:3.0250 train_time:333481ms step_avg:472.35ms
step:717/6250 train_loss:2.9729 train_time:333947ms step_avg:472.34ms
step:718/6250 train_loss:3.0932 train_time:334428ms step_avg:472.36ms
step:719/6250 train_loss:3.0426 train_time:334894ms step_avg:472.35ms
step:720/6250 train_loss:3.0971 train_time:335357ms step_avg:472.33ms
step:721/6250 train_loss:2.9608 train_time:335825ms step_avg:472.33ms
step:722/6250 train_loss:3.0094 train_time:336298ms step_avg:472.33ms
step:723/6250 train_loss:3.0186 train_time:336758ms step_avg:472.31ms
step:724/6250 train_loss:3.0408 train_time:337219ms step_avg:472.30ms
step:725/6250 train_loss:3.0490 train_time:337679ms step_avg:472.28ms
step:726/6250 train_loss:2.9469 train_time:338139ms step_avg:472.26ms
step:727/6250 train_loss:3.0889 train_time:338598ms step_avg:472.24ms
step:728/6250 train_loss:2.9026 train_time:339059ms step_avg:472.23ms
step:729/6250 train_loss:2.9986 train_time:339528ms step_avg:472.22ms
step:730/6250 train_loss:3.0772 train_time:340005ms step_avg:472.23ms
step:731/6250 train_loss:3.1225 train_time:340491ms step_avg:472.25ms
step:732/6250 train_loss:3.0675 train_time:340970ms step_avg:472.26ms
step:733/6250 train_loss:3.0345 train_time:341444ms step_avg:472.26ms
step:734/6250 train_loss:2.9834 train_time:341914ms step_avg:472.26ms
step:735/6250 train_loss:3.0078 train_time:342380ms step_avg:472.25ms
step:736/6250 train_loss:3.0795 train_time:342854ms step_avg:472.25ms
step:737/6250 train_loss:3.0463 train_time:343329ms step_avg:472.25ms
step:738/6250 train_loss:3.0631 train_time:343799ms step_avg:472.25ms
step:739/6250 train_loss:2.9971 train_time:344271ms step_avg:472.25ms
step:740/6250 train_loss:3.0835 train_time:344732ms step_avg:472.24ms
step:741/6250 train_loss:3.0003 train_time:345201ms step_avg:472.23ms
step:742/6250 train_loss:3.0621 train_time:345667ms step_avg:472.22ms
step:743/6250 train_loss:2.9777 train_time:346129ms step_avg:472.21ms
step:744/6250 train_loss:2.9853 train_time:346598ms step_avg:472.20ms
step:745/6250 train_loss:3.0607 train_time:347066ms step_avg:472.20ms
step:746/6250 train_loss:2.9828 train_time:347535ms step_avg:472.19ms
step:747/6250 train_loss:3.1197 train_time:348008ms step_avg:472.20ms
step:748/6250 train_loss:3.1320 train_time:348481ms step_avg:472.20ms
step:749/6250 train_loss:2.9186 train_time:348949ms step_avg:472.19ms
step:750/6250 train_loss:2.9709 train_time:349410ms step_avg:472.18ms
step:751/6250 train_loss:2.9919 train_time:349872ms step_avg:472.16ms
step:752/6250 train_loss:3.0271 train_time:350343ms step_avg:472.16ms
step:753/6250 train_loss:3.1271 train_time:350807ms step_avg:472.15ms
step:754/6250 train_loss:3.0326 train_time:351270ms step_avg:472.14ms
step:755/6250 train_loss:3.0514 train_time:351740ms step_avg:472.13ms
step:756/6250 train_loss:2.9974 train_time:352211ms step_avg:472.13ms
step:757/6250 train_loss:3.0459 train_time:352679ms step_avg:472.13ms
step:758/6250 train_loss:2.9246 train_time:353148ms step_avg:472.12ms
step:759/6250 train_loss:2.9832 train_time:353629ms step_avg:472.13ms
step:760/6250 train_loss:2.9925 train_time:354088ms step_avg:472.12ms
step:761/6250 train_loss:3.0378 train_time:354550ms step_avg:472.10ms
step:762/6250 train_loss:3.0059 train_time:355020ms step_avg:472.10ms
step:763/6250 train_loss:3.1260 train_time:355488ms step_avg:472.10ms
step:764/6250 train_loss:2.9196 train_time:355965ms step_avg:472.10ms
step:765/6250 train_loss:3.0536 train_time:356434ms step_avg:472.10ms
step:766/6250 train_loss:3.0545 train_time:356912ms step_avg:472.11ms
step:767/6250 train_loss:2.9829 train_time:357372ms step_avg:472.09ms
step:768/6250 train_loss:2.9150 train_time:357834ms step_avg:472.08ms
step:769/6250 train_loss:2.9871 train_time:358296ms step_avg:472.06ms
step:770/6250 train_loss:2.9302 train_time:358757ms step_avg:472.05ms
step:771/6250 train_loss:3.0759 train_time:359217ms step_avg:472.03ms
step:772/6250 train_loss:3.0447 train_time:359680ms step_avg:472.02ms
step:773/6250 train_loss:3.0604 train_time:360141ms step_avg:472.01ms
step:774/6250 train_loss:2.9464 train_time:360601ms step_avg:471.99ms
step:775/6250 train_loss:3.0569 train_time:361061ms step_avg:471.97ms
step:776/6250 train_loss:2.9503 train_time:361522ms step_avg:471.96ms
step:777/6250 train_loss:3.0321 train_time:361982ms step_avg:471.94ms
step:778/6250 train_loss:3.0093 train_time:362440ms step_avg:471.93ms
step:779/6250 train_loss:3.0041 train_time:362905ms step_avg:471.92ms
step:780/6250 train_loss:3.0408 train_time:363375ms step_avg:471.92ms
step:781/6250 train_loss:3.0527 train_time:363845ms step_avg:471.91ms
step:782/6250 train_loss:3.0293 train_time:364319ms step_avg:471.92ms
step:783/6250 train_loss:3.0274 train_time:364795ms step_avg:471.92ms
step:784/6250 train_loss:2.9820 train_time:365267ms step_avg:471.92ms
step:785/6250 train_loss:3.0426 train_time:365732ms step_avg:471.91ms
step:786/6250 train_loss:3.0132 train_time:366193ms step_avg:471.90ms
step:787/6250 train_loss:3.0498 train_time:366653ms step_avg:471.88ms
step:788/6250 train_loss:2.9640 train_time:367112ms step_avg:471.87ms
step:789/6250 train_loss:2.8939 train_time:367572ms step_avg:471.85ms
step:790/6250 train_loss:2.9818 train_time:368032ms step_avg:471.84ms
step:791/6250 train_loss:2.9883 train_time:368492ms step_avg:471.82ms
step:792/6250 train_loss:3.0134 train_time:368952ms step_avg:471.81ms
step:793/6250 train_loss:2.9881 train_time:369419ms step_avg:471.80ms
step:794/6250 train_loss:2.9940 train_time:369879ms step_avg:471.78ms
step:795/6250 train_loss:3.0149 train_time:370347ms step_avg:471.78ms
step:796/6250 train_loss:2.9399 train_time:370807ms step_avg:471.76ms
step:797/6250 train_loss:2.9465 train_time:371269ms step_avg:471.75ms
step:798/6250 train_loss:3.0397 train_time:371732ms step_avg:471.74ms
step:799/6250 train_loss:2.9386 train_time:372207ms step_avg:471.74ms
step:800/6250 train_loss:2.9988 train_time:372670ms step_avg:471.73ms
step:801/6250 train_loss:3.0415 train_time:373143ms step_avg:471.74ms
step:802/6250 train_loss:2.9703 train_time:373615ms step_avg:471.74ms
step:803/6250 train_loss:3.0345 train_time:374075ms step_avg:471.72ms
step:804/6250 train_loss:3.0271 train_time:374537ms step_avg:471.71ms
step:805/6250 train_loss:3.0079 train_time:374997ms step_avg:471.69ms
step:806/6250 train_loss:2.9773 train_time:375463ms step_avg:471.69ms
step:807/6250 train_loss:3.0832 train_time:375960ms step_avg:471.72ms
step:808/6250 train_loss:3.0267 train_time:376426ms step_avg:471.71ms
step:809/6250 train_loss:3.0176 train_time:376890ms step_avg:471.70ms
step:810/6250 train_loss:3.0775 train_time:377350ms step_avg:471.69ms
step:811/6250 train_loss:3.0030 train_time:377809ms step_avg:471.67ms
step:812/6250 train_loss:3.1230 train_time:378270ms step_avg:471.66ms
step:813/6250 train_loss:3.0809 train_time:378730ms step_avg:471.64ms
step:814/6250 train_loss:2.9891 train_time:379191ms step_avg:471.63ms
step:815/6250 train_loss:3.0625 train_time:379650ms step_avg:471.61ms
step:816/6250 train_loss:3.0642 train_time:380112ms step_avg:471.60ms
step:817/6250 train_loss:2.8919 train_time:380590ms step_avg:471.61ms
step:818/6250 train_loss:2.9974 train_time:381053ms step_avg:471.60ms
step:819/6250 train_loss:3.0129 train_time:381510ms step_avg:471.58ms
step:820/6250 train_loss:2.9045 train_time:381976ms step_avg:471.57ms
step:821/6250 train_loss:3.1026 train_time:382442ms step_avg:471.57ms
step:822/6250 train_loss:2.9656 train_time:382910ms step_avg:471.56ms
step:823/6250 train_loss:2.9727 train_time:383380ms step_avg:471.56ms
step:824/6250 train_loss:2.9514 train_time:383848ms step_avg:471.56ms
step:825/6250 train_loss:2.9395 train_time:384309ms step_avg:471.54ms
step:826/6250 train_loss:2.9950 train_time:384780ms step_avg:471.54ms
step:827/6250 train_loss:3.0138 train_time:385251ms step_avg:471.54ms
step:828/6250 train_loss:2.9904 train_time:385707ms step_avg:471.52ms
step:829/6250 train_loss:2.9582 train_time:386162ms step_avg:471.50ms
step:830/6250 train_loss:2.9474 train_time:386617ms step_avg:471.48ms
step:831/6250 train_loss:3.0190 train_time:387071ms step_avg:471.46ms
step:832/6250 train_loss:2.9478 train_time:387528ms step_avg:471.45ms
step:833/6250 train_loss:2.9743 train_time:387984ms step_avg:471.43ms
step:834/6250 train_loss:3.0308 train_time:388448ms step_avg:471.42ms
step:835/6250 train_loss:3.1040 train_time:388903ms step_avg:471.40ms
step:836/6250 train_loss:3.0265 train_time:389359ms step_avg:471.38ms
step:837/6250 train_loss:2.8805 train_time:389814ms step_avg:471.36ms
step:838/6250 train_loss:2.9881 train_time:390275ms step_avg:471.35ms
step:839/6250 train_loss:2.9143 train_time:390747ms step_avg:471.35ms
step:840/6250 train_loss:2.9841 train_time:391216ms step_avg:471.34ms
step:841/6250 train_loss:3.0660 train_time:391671ms step_avg:471.33ms
step:842/6250 train_loss:2.9863 train_time:392127ms step_avg:471.31ms
step:843/6250 train_loss:3.0455 train_time:392583ms step_avg:471.29ms
step:844/6250 train_loss:2.9263 train_time:393039ms step_avg:471.27ms
step:845/6250 train_loss:2.9231 train_time:393496ms step_avg:471.25ms
step:846/6250 train_loss:2.9637 train_time:393951ms step_avg:471.23ms
step:847/6250 train_loss:2.9695 train_time:394413ms step_avg:471.22ms
step:848/6250 train_loss:3.0418 train_time:394897ms step_avg:471.24ms
step:849/6250 train_loss:3.0472 train_time:395389ms step_avg:471.26ms
step:850/6250 train_loss:3.0365 train_time:395858ms step_avg:471.26ms
step:851/6250 train_loss:2.9945 train_time:396338ms step_avg:471.27ms
step:852/6250 train_loss:3.0030 train_time:396813ms step_avg:471.27ms
step:853/6250 train_loss:2.9762 train_time:397290ms step_avg:471.28ms
step:854/6250 train_loss:3.1084 train_time:397766ms step_avg:471.29ms
step:855/6250 train_loss:3.0265 train_time:398229ms step_avg:471.28ms
step:856/6250 train_loss:2.9244 train_time:398685ms step_avg:471.26ms
step:857/6250 train_loss:2.9084 train_time:399141ms step_avg:471.24ms
step:858/6250 train_loss:2.9532 train_time:399596ms step_avg:471.22ms
step:859/6250 train_loss:3.0204 train_time:400053ms step_avg:471.20ms
step:860/6250 train_loss:3.0775 train_time:400528ms step_avg:471.21ms
step:861/6250 train_loss:2.9791 train_time:401022ms step_avg:471.24ms
step:862/6250 train_loss:2.9855 train_time:401492ms step_avg:471.23ms
step:863/6250 train_loss:2.9595 train_time:401948ms step_avg:471.22ms
step:864/6250 train_loss:2.9783 train_time:402404ms step_avg:471.20ms
step:865/6250 train_loss:3.0058 train_time:402859ms step_avg:471.18ms
step:866/6250 train_loss:2.9814 train_time:403314ms step_avg:471.16ms
step:867/6250 train_loss:2.9374 train_time:403770ms step_avg:471.14ms
step:868/6250 train_loss:2.9260 train_time:404226ms step_avg:471.13ms
step:869/6250 train_loss:2.9894 train_time:404699ms step_avg:471.13ms
step:870/6250 train_loss:3.0178 train_time:405170ms step_avg:471.13ms
step:871/6250 train_loss:2.9541 train_time:405639ms step_avg:471.13ms
step:872/6250 train_loss:2.9963 train_time:406094ms step_avg:471.11ms
step:873/6250 train_loss:2.9709 train_time:406550ms step_avg:471.09ms
step:874/6250 train_loss:2.9357 train_time:407006ms step_avg:471.07ms
step:875/6250 train_loss:2.9225 train_time:407462ms step_avg:471.05ms
step:876/6250 train_loss:3.0542 train_time:407917ms step_avg:471.04ms
step:877/6250 train_loss:3.0440 train_time:408373ms step_avg:471.02ms
step:878/6250 train_loss:2.9508 train_time:408829ms step_avg:471.00ms
step:879/6250 train_loss:3.0796 train_time:409285ms step_avg:470.98ms
step:880/6250 train_loss:3.0201 train_time:409740ms step_avg:470.97ms
step:881/6250 train_loss:2.9368 train_time:410195ms step_avg:470.95ms
step:882/6250 train_loss:2.9416 train_time:410650ms step_avg:470.93ms
step:883/6250 train_loss:3.0088 train_time:411109ms step_avg:470.92ms
step:884/6250 train_loss:2.9998 train_time:411579ms step_avg:470.91ms
step:885/6250 train_loss:2.8920 train_time:412048ms step_avg:470.91ms
step:886/6250 train_loss:2.9006 train_time:412503ms step_avg:470.89ms
step:887/6250 train_loss:2.9024 train_time:412959ms step_avg:470.88ms
step:888/6250 train_loss:2.8747 train_time:413415ms step_avg:470.86ms
step:889/6250 train_loss:2.9682 train_time:413885ms step_avg:470.86ms
step:890/6250 train_loss:3.0402 train_time:414370ms step_avg:470.88ms
step:891/6250 train_loss:2.9375 train_time:414834ms step_avg:470.87ms
step:892/6250 train_loss:2.8878 train_time:415311ms step_avg:470.87ms
step:893/6250 train_loss:3.0453 train_time:415778ms step_avg:470.87ms
step:894/6250 train_loss:2.9689 train_time:416233ms step_avg:470.85ms
step:895/6250 train_loss:3.0763 train_time:416687ms step_avg:470.83ms
step:896/6250 train_loss:2.9910 train_time:417141ms step_avg:470.81ms
step:897/6250 train_loss:2.9706 train_time:417599ms step_avg:470.80ms
step:898/6250 train_loss:2.9188 train_time:418055ms step_avg:470.78ms
step:899/6250 train_loss:2.8678 train_time:418537ms step_avg:470.80ms
step:900/6250 train_loss:2.9147 train_time:419002ms step_avg:470.79ms
step:901/6250 train_loss:2.9888 train_time:419458ms step_avg:470.77ms
step:902/6250 train_loss:3.0175 train_time:419913ms step_avg:470.75ms
step:903/6250 train_loss:2.9401 train_time:420371ms step_avg:470.74ms
step:904/6250 train_loss:2.9297 train_time:420849ms step_avg:470.75ms
step:905/6250 train_loss:2.9441 train_time:421320ms step_avg:470.75ms
step:906/6250 train_loss:2.9620 train_time:421792ms step_avg:470.75ms
step:907/6250 train_loss:3.0723 train_time:422264ms step_avg:470.75ms
step:908/6250 train_loss:2.9125 train_time:422737ms step_avg:470.75ms
step:909/6250 train_loss:2.9801 train_time:423207ms step_avg:470.75ms
step:910/6250 train_loss:2.9716 train_time:423678ms step_avg:470.75ms
step:911/6250 train_loss:2.9219 train_time:424145ms step_avg:470.75ms
step:912/6250 train_loss:2.9261 train_time:424613ms step_avg:470.75ms
step:913/6250 train_loss:2.9942 train_time:425072ms step_avg:470.73ms
step:914/6250 train_loss:3.0099 train_time:425528ms step_avg:470.72ms
step:915/6250 train_loss:2.9439 train_time:425984ms step_avg:470.70ms
step:916/6250 train_loss:2.9211 train_time:426440ms step_avg:470.68ms
step:917/6250 train_loss:2.8905 train_time:426896ms step_avg:470.67ms
step:918/6250 train_loss:3.0324 train_time:427353ms step_avg:470.65ms
step:919/6250 train_loss:2.8827 train_time:427807ms step_avg:470.64ms
step:920/6250 train_loss:2.9310 train_time:428263ms step_avg:470.62ms
step:921/6250 train_loss:2.8986 train_time:428719ms step_avg:470.60ms
step:922/6250 train_loss:2.9583 train_time:429173ms step_avg:470.58ms
step:923/6250 train_loss:2.9530 train_time:429629ms step_avg:470.57ms
step:924/6250 train_loss:2.9575 train_time:430083ms step_avg:470.55ms
step:925/6250 train_loss:3.0098 train_time:430538ms step_avg:470.53ms
step:926/6250 train_loss:2.8771 train_time:430993ms step_avg:470.52ms
step:927/6250 train_loss:2.8169 train_time:431449ms step_avg:470.50ms
step:928/6250 train_loss:3.0325 train_time:431905ms step_avg:470.49ms
step:929/6250 train_loss:2.9512 train_time:432360ms step_avg:470.47ms
step:930/6250 train_loss:2.9431 train_time:432817ms step_avg:470.45ms
step:931/6250 train_loss:3.0020 train_time:433271ms step_avg:470.44ms
step:932/6250 train_loss:2.9809 train_time:433725ms step_avg:470.42ms
step:933/6250 train_loss:2.9195 train_time:434192ms step_avg:470.41ms
step:934/6250 train_loss:2.8895 train_time:434652ms step_avg:470.40ms
step:935/6250 train_loss:2.9882 train_time:435107ms step_avg:470.39ms
step:936/6250 train_loss:3.0213 train_time:435562ms step_avg:470.37ms
step:937/6250 train_loss:2.8847 train_time:436018ms step_avg:470.35ms
step:938/6250 train_loss:3.0026 train_time:436478ms step_avg:470.34ms
step:939/6250 train_loss:2.9346 train_time:436935ms step_avg:470.33ms
step:940/6250 train_loss:2.9510 train_time:437392ms step_avg:470.31ms
step:941/6250 train_loss:2.9195 train_time:437849ms step_avg:470.30ms
step:942/6250 train_loss:2.9004 train_time:438306ms step_avg:470.29ms
step:943/6250 train_loss:2.8988 train_time:438762ms step_avg:470.27ms
step:944/6250 train_loss:2.9162 train_time:439221ms step_avg:470.26ms
step:945/6250 train_loss:2.9334 train_time:439680ms step_avg:470.25ms
step:946/6250 train_loss:2.8484 train_time:440137ms step_avg:470.23ms
step:947/6250 train_loss:2.8543 train_time:440594ms step_avg:470.22ms
step:948/6250 train_loss:2.8389 train_time:441051ms step_avg:470.20ms
step:949/6250 train_loss:3.0797 train_time:441507ms step_avg:470.19ms
step:950/6250 train_loss:2.9265 train_time:441962ms step_avg:470.17ms
step:951/6250 train_loss:2.9248 train_time:442418ms step_avg:470.16ms
step:952/6250 train_loss:2.8926 train_time:442873ms step_avg:470.14ms
step:953/6250 train_loss:2.8979 train_time:443329ms step_avg:470.13ms
step:954/6250 train_loss:2.9322 train_time:443786ms step_avg:470.11ms
step:955/6250 train_loss:2.8665 train_time:444241ms step_avg:470.10ms
step:956/6250 train_loss:3.0485 train_time:444698ms step_avg:470.08ms
step:957/6250 train_loss:2.8784 train_time:445154ms step_avg:470.07ms
step:958/6250 train_loss:3.0151 train_time:445611ms step_avg:470.05ms
step:959/6250 train_loss:2.9206 train_time:446065ms step_avg:470.04ms
step:960/6250 train_loss:2.9850 train_time:446522ms step_avg:470.02ms
step:961/6250 train_loss:2.8858 train_time:446977ms step_avg:470.01ms
step:962/6250 train_loss:2.9273 train_time:447434ms step_avg:469.99ms
step:963/6250 train_loss:2.9246 train_time:447890ms step_avg:469.98ms
step:964/6250 train_loss:2.9898 train_time:448347ms step_avg:469.97ms
step:965/6250 train_loss:2.8163 train_time:448802ms step_avg:469.95ms
step:966/6250 train_loss:2.8641 train_time:449259ms step_avg:469.94ms
step:967/6250 train_loss:2.9007 train_time:449716ms step_avg:469.92ms
step:968/6250 train_loss:2.9479 train_time:450172ms step_avg:469.91ms
step:969/6250 train_loss:2.9224 train_time:450629ms step_avg:469.89ms
step:970/6250 train_loss:2.9215 train_time:451084ms step_avg:469.88ms
step:971/6250 train_loss:2.8650 train_time:451540ms step_avg:469.86ms
step:972/6250 train_loss:2.9515 train_time:451996ms step_avg:469.85ms
step:973/6250 train_loss:2.9287 train_time:452452ms step_avg:469.84ms
step:974/6250 train_loss:2.8435 train_time:452908ms step_avg:469.82ms
step:975/6250 train_loss:2.9324 train_time:453364ms step_avg:469.81ms
step:976/6250 train_loss:2.9972 train_time:453818ms step_avg:469.79ms
step:977/6250 train_loss:2.9482 train_time:454272ms step_avg:469.77ms
step:978/6250 train_loss:2.8555 train_time:454749ms step_avg:469.78ms
step:979/6250 train_loss:2.8985 train_time:455227ms step_avg:469.79ms
step:980/6250 train_loss:2.9340 train_time:455689ms step_avg:469.78ms
step:981/6250 train_loss:2.8988 train_time:456156ms step_avg:469.78ms
step:982/6250 train_loss:2.9224 train_time:456613ms step_avg:469.77ms
step:983/6250 train_loss:2.8575 train_time:457069ms step_avg:469.75ms
step:984/6250 train_loss:2.9781 train_time:457535ms step_avg:469.75ms
step:985/6250 train_loss:2.9672 train_time:457999ms step_avg:469.74ms
step:986/6250 train_loss:2.8977 train_time:458456ms step_avg:469.73ms
step:987/6250 train_loss:3.0823 train_time:458912ms step_avg:469.72ms
step:988/6250 train_loss:2.8663 train_time:459368ms step_avg:469.70ms
step:989/6250 train_loss:2.9814 train_time:459825ms step_avg:469.69ms
step:990/6250 train_loss:2.9707 train_time:460279ms step_avg:469.67ms
step:991/6250 train_loss:2.9127 train_time:460747ms step_avg:469.67ms
step:992/6250 train_loss:2.9268 train_time:461220ms step_avg:469.67ms
step:993/6250 train_loss:2.9274 train_time:461696ms step_avg:469.68ms
step:994/6250 train_loss:2.8455 train_time:462177ms step_avg:469.69ms
step:995/6250 train_loss:2.8368 train_time:462637ms step_avg:469.68ms
step:996/6250 train_loss:2.9824 train_time:463092ms step_avg:469.67ms
step:997/6250 train_loss:2.8126 train_time:463557ms step_avg:469.66ms
step:998/6250 train_loss:2.9805 train_time:464028ms step_avg:469.66ms
step:999/6250 train_loss:2.8819 train_time:464495ms step_avg:469.66ms
step:1000/6250 train_loss:2.8824 train_time:464977ms step_avg:469.67ms
step:1001/6250 train_loss:2.8696 train_time:465459ms step_avg:469.69ms
step:1002/6250 train_loss:2.8909 train_time:465935ms step_avg:469.69ms
step:1003/6250 train_loss:2.9405 train_time:466398ms step_avg:469.69ms
step:1004/6250 train_loss:2.9285 train_time:466868ms step_avg:469.69ms
step:1005/6250 train_loss:2.9505 train_time:467342ms step_avg:469.69ms
step:1006/6250 train_loss:2.8969 train_time:467826ms step_avg:469.70ms
step:1007/6250 train_loss:2.8663 train_time:468298ms step_avg:469.71ms
step:1008/6250 train_loss:2.9096 train_time:468764ms step_avg:469.70ms
step:1009/6250 train_loss:2.7993 train_time:469229ms step_avg:469.70ms
step:1010/6250 train_loss:2.9438 train_time:469697ms step_avg:469.70ms
step:1011/6250 train_loss:2.8192 train_time:470152ms step_avg:469.68ms
step:1012/6250 train_loss:2.9608 train_time:470607ms step_avg:469.67ms
step:1013/6250 train_loss:2.8235 train_time:471077ms step_avg:469.67ms
step:1014/6250 train_loss:2.9252 train_time:471544ms step_avg:469.67ms
step:1015/6250 train_loss:2.8362 train_time:472017ms step_avg:469.67ms
step:1016/6250 train_loss:2.8694 train_time:472475ms step_avg:469.66ms
step:1017/6250 train_loss:2.9577 train_time:472952ms step_avg:469.66ms
step:1018/6250 train_loss:2.9826 train_time:473420ms step_avg:469.66ms
step:1019/6250 train_loss:2.8142 train_time:473890ms step_avg:469.66ms
step:1020/6250 train_loss:2.8515 train_time:474347ms step_avg:469.65ms
step:1021/6250 train_loss:2.9692 train_time:474814ms step_avg:469.65ms
step:1022/6250 train_loss:3.0096 train_time:475287ms step_avg:469.65ms
step:1023/6250 train_loss:2.9159 train_time:475759ms step_avg:469.65ms
step:1024/6250 train_loss:2.8665 train_time:476217ms step_avg:469.64ms
step:1025/6250 train_loss:2.8790 train_time:476680ms step_avg:469.64ms
step:1026/6250 train_loss:2.8738 train_time:477142ms step_avg:469.63ms
step:1027/6250 train_loss:2.8409 train_time:477603ms step_avg:469.62ms
step:1028/6250 train_loss:2.9195 train_time:478067ms step_avg:469.61ms
step:1029/6250 train_loss:2.9389 train_time:478542ms step_avg:469.62ms
step:1030/6250 train_loss:2.9887 train_time:479014ms step_avg:469.62ms
step:1031/6250 train_loss:2.8319 train_time:479478ms step_avg:469.62ms
step:1032/6250 train_loss:2.8410 train_time:479948ms step_avg:469.62ms
step:1033/6250 train_loss:2.8223 train_time:480416ms step_avg:469.61ms
step:1034/6250 train_loss:2.9276 train_time:480890ms step_avg:469.62ms
step:1035/6250 train_loss:2.9051 train_time:481360ms step_avg:469.62ms
step:1036/6250 train_loss:2.8971 train_time:481830ms step_avg:469.62ms
step:1037/6250 train_loss:2.8706 train_time:482291ms step_avg:469.61ms
step:1038/6250 train_loss:2.9051 train_time:482763ms step_avg:469.61ms
step:1039/6250 train_loss:2.8865 train_time:483237ms step_avg:469.62ms
step:1040/6250 train_loss:2.8489 train_time:483709ms step_avg:469.62ms
step:1041/6250 train_loss:2.9651 train_time:484167ms step_avg:469.61ms
step:1042/6250 train_loss:2.9389 train_time:484622ms step_avg:469.60ms
step:1043/6250 train_loss:2.8726 train_time:485081ms step_avg:469.59ms
step:1044/6250 train_loss:2.9509 train_time:485550ms step_avg:469.58ms
step:1045/6250 train_loss:2.9000 train_time:486027ms step_avg:469.59ms
step:1046/6250 train_loss:2.8925 train_time:486495ms step_avg:469.59ms
step:1047/6250 train_loss:2.8769 train_time:486951ms step_avg:469.58ms
step:1048/6250 train_loss:2.8750 train_time:487406ms step_avg:469.56ms
step:1049/6250 train_loss:2.9250 train_time:487884ms step_avg:469.57ms
step:1050/6250 train_loss:2.8111 train_time:488343ms step_avg:469.56ms
step:1051/6250 train_loss:2.9251 train_time:488799ms step_avg:469.55ms
step:1052/6250 train_loss:2.8834 train_time:489273ms step_avg:469.55ms
step:1053/6250 train_loss:2.8262 train_time:489759ms step_avg:469.57ms
step:1054/6250 train_loss:2.9456 train_time:490235ms step_avg:469.57ms
step:1055/6250 train_loss:2.9069 train_time:490696ms step_avg:469.57ms
step:1056/6250 train_loss:2.8934 train_time:491158ms step_avg:469.56ms
step:1057/6250 train_loss:2.9657 train_time:491615ms step_avg:469.55ms
step:1058/6250 train_loss:2.8785 train_time:492075ms step_avg:469.54ms
step:1059/6250 train_loss:2.9359 train_time:492547ms step_avg:469.54ms
step:1060/6250 train_loss:2.9088 train_time:493011ms step_avg:469.53ms
step:1061/6250 train_loss:2.9333 train_time:493466ms step_avg:469.52ms
step:1062/6250 train_loss:2.8262 train_time:493921ms step_avg:469.51ms
step:1063/6250 train_loss:2.9018 train_time:494376ms step_avg:469.49ms
step:1064/6250 train_loss:2.8844 train_time:494832ms step_avg:469.48ms
step:1065/6250 train_loss:2.8604 train_time:495297ms step_avg:469.48ms
step:1066/6250 train_loss:2.9639 train_time:495765ms step_avg:469.47ms
step:1067/6250 train_loss:2.8553 train_time:496231ms step_avg:469.47ms
step:1068/6250 train_loss:2.8813 train_time:496704ms step_avg:469.47ms
step:1069/6250 train_loss:2.9818 train_time:497176ms step_avg:469.48ms
step:1070/6250 train_loss:2.8803 train_time:497646ms step_avg:469.48ms
step:1071/6250 train_loss:2.8668 train_time:498101ms step_avg:469.46ms
step:1072/6250 train_loss:2.8939 train_time:498558ms step_avg:469.45ms
step:1073/6250 train_loss:2.8150 train_time:499023ms step_avg:469.45ms
step:1074/6250 train_loss:2.8047 train_time:499494ms step_avg:469.45ms
step:1075/6250 train_loss:2.8652 train_time:499954ms step_avg:469.44ms
step:1076/6250 train_loss:2.9244 train_time:500418ms step_avg:469.44ms
step:1077/6250 train_loss:2.8641 train_time:500877ms step_avg:469.43ms
step:1078/6250 train_loss:2.8544 train_time:501350ms step_avg:469.43ms
step:1079/6250 train_loss:2.9017 train_time:501808ms step_avg:469.42ms
step:1080/6250 train_loss:2.8939 train_time:502263ms step_avg:469.40ms
step:1081/6250 train_loss:2.8234 train_time:502719ms step_avg:469.39ms
step:1082/6250 train_loss:2.9418 train_time:503184ms step_avg:469.39ms
step:1083/6250 train_loss:2.8811 train_time:503648ms step_avg:469.38ms
step:1084/6250 train_loss:2.8503 train_time:504103ms step_avg:469.37ms
step:1085/6250 train_loss:2.9106 train_time:504559ms step_avg:469.36ms
step:1086/6250 train_loss:2.8745 train_time:505031ms step_avg:469.36ms
step:1087/6250 train_loss:2.8668 train_time:505488ms step_avg:469.35ms
step:1088/6250 train_loss:2.9378 train_time:505946ms step_avg:469.34ms
step:1089/6250 train_loss:2.9626 train_time:506421ms step_avg:469.34ms
step:1090/6250 train_loss:2.8075 train_time:506883ms step_avg:469.34ms
step:1091/6250 train_loss:2.8959 train_time:507356ms step_avg:469.34ms
step:1092/6250 train_loss:2.8475 train_time:507811ms step_avg:469.33ms
step:1093/6250 train_loss:2.8830 train_time:508267ms step_avg:469.31ms
step:1094/6250 train_loss:2.8694 train_time:508724ms step_avg:469.30ms
step:1095/6250 train_loss:2.8946 train_time:509180ms step_avg:469.29ms
step:1096/6250 train_loss:2.8961 train_time:509636ms step_avg:469.28ms
step:1097/6250 train_loss:2.9240 train_time:510098ms step_avg:469.27ms
step:1098/6250 train_loss:2.8962 train_time:510576ms step_avg:469.28ms
step:1099/6250 train_loss:2.9222 train_time:511044ms step_avg:469.28ms
step:1100/6250 train_loss:2.8706 train_time:511502ms step_avg:469.27ms
step:1101/6250 train_loss:2.8103 train_time:511978ms step_avg:469.27ms
step:1102/6250 train_loss:2.8412 train_time:512442ms step_avg:469.27ms
step:1103/6250 train_loss:2.8490 train_time:512898ms step_avg:469.26ms
step:1104/6250 train_loss:2.9811 train_time:513353ms step_avg:469.24ms
step:1105/6250 train_loss:2.9420 train_time:513807ms step_avg:469.23ms
step:1106/6250 train_loss:2.8678 train_time:514264ms step_avg:469.22ms
step:1107/6250 train_loss:2.9140 train_time:514718ms step_avg:469.21ms
step:1108/6250 train_loss:2.8344 train_time:515174ms step_avg:469.19ms
step:1109/6250 train_loss:2.9040 train_time:515637ms step_avg:469.19ms
step:1110/6250 train_loss:2.9747 train_time:516093ms step_avg:469.18ms
step:1111/6250 train_loss:2.8571 train_time:516555ms step_avg:469.17ms
step:1112/6250 train_loss:2.8824 train_time:517014ms step_avg:469.16ms
step:1113/6250 train_loss:2.8767 train_time:517487ms step_avg:469.16ms
step:1114/6250 train_loss:2.7231 train_time:517952ms step_avg:469.16ms
step:1115/6250 train_loss:2.8960 train_time:518408ms step_avg:469.15ms
step:1116/6250 train_loss:2.8174 train_time:518877ms step_avg:469.15ms
step:1117/6250 train_loss:2.8301 train_time:519341ms step_avg:469.14ms
step:1118/6250 train_loss:2.8329 train_time:519807ms step_avg:469.14ms
step:1119/6250 train_loss:2.8914 train_time:520263ms step_avg:469.13ms
step:1120/6250 train_loss:2.8389 train_time:520718ms step_avg:469.12ms
step:1121/6250 train_loss:2.7276 train_time:521187ms step_avg:469.12ms
step:1122/6250 train_loss:2.8490 train_time:521643ms step_avg:469.10ms
step:1123/6250 train_loss:2.9358 train_time:522099ms step_avg:469.09ms
step:1124/6250 train_loss:2.8414 train_time:522565ms step_avg:469.09ms
step:1125/6250 train_loss:2.9043 train_time:523019ms step_avg:469.08ms
step:1126/6250 train_loss:2.8088 train_time:523475ms step_avg:469.06ms
step:1127/6250 train_loss:2.9617 train_time:523929ms step_avg:469.05ms
step:1128/6250 train_loss:2.8547 train_time:524400ms step_avg:469.05ms
step:1129/6250 train_loss:2.8497 train_time:524866ms step_avg:469.05ms
step:1130/6250 train_loss:2.9297 train_time:525333ms step_avg:469.05ms
step:1131/6250 train_loss:2.8806 train_time:525789ms step_avg:469.04ms
step:1132/6250 train_loss:2.8546 train_time:526243ms step_avg:469.02ms
step:1133/6250 train_loss:2.9376 train_time:526711ms step_avg:469.02ms
step:1134/6250 train_loss:2.8691 train_time:527171ms step_avg:469.01ms
step:1135/6250 train_loss:2.8978 train_time:527633ms step_avg:469.01ms
step:1136/6250 train_loss:2.9023 train_time:528095ms step_avg:469.00ms
step:1137/6250 train_loss:2.9027 train_time:528555ms step_avg:468.99ms
step:1138/6250 train_loss:2.8652 train_time:529018ms step_avg:468.99ms
step:1139/6250 train_loss:2.8731 train_time:529473ms step_avg:468.98ms
step:1140/6250 train_loss:2.8037 train_time:529934ms step_avg:468.97ms
step:1141/6250 train_loss:2.9344 train_time:530394ms step_avg:468.96ms
step:1142/6250 train_loss:2.8749 train_time:530856ms step_avg:468.95ms
step:1143/6250 train_loss:2.7501 train_time:531314ms step_avg:468.94ms
step:1144/6250 train_loss:2.9207 train_time:531770ms step_avg:468.93ms
step:1145/6250 train_loss:2.8507 train_time:532226ms step_avg:468.92ms
step:1146/6250 train_loss:2.8717 train_time:532681ms step_avg:468.91ms
step:1147/6250 train_loss:2.7996 train_time:533141ms step_avg:468.90ms
step:1148/6250 train_loss:2.9075 train_time:533611ms step_avg:468.90ms
step:1149/6250 train_loss:2.8130 train_time:534077ms step_avg:468.90ms
step:1150/6250 train_loss:2.8153 train_time:534535ms step_avg:468.89ms
step:1151/6250 train_loss:2.8821 train_time:535006ms step_avg:468.89ms
step:1152/6250 train_loss:2.9114 train_time:535479ms step_avg:468.90ms
step:1153/6250 train_loss:2.8328 train_time:535957ms step_avg:468.90ms
step:1154/6250 train_loss:2.8021 train_time:536448ms step_avg:468.92ms
step:1155/6250 train_loss:2.9542 train_time:536932ms step_avg:468.94ms
step:1156/6250 train_loss:2.8085 train_time:537417ms step_avg:468.95ms
step:1157/6250 train_loss:2.9028 train_time:537908ms step_avg:468.97ms
step:1158/6250 train_loss:2.9694 train_time:538384ms step_avg:468.98ms
step:1159/6250 train_loss:2.8676 train_time:538866ms step_avg:468.99ms
step:1160/6250 train_loss:2.7988 train_time:539346ms step_avg:469.00ms
step:1161/6250 train_loss:2.8504 train_time:539825ms step_avg:469.01ms
step:1162/6250 train_loss:2.7212 train_time:540302ms step_avg:469.01ms
step:1163/6250 train_loss:2.8495 train_time:540781ms step_avg:469.02ms
step:1164/6250 train_loss:2.8263 train_time:541256ms step_avg:469.03ms
step:1165/6250 train_loss:2.8685 train_time:541734ms step_avg:469.03ms
step:1166/6250 train_loss:2.8616 train_time:542217ms step_avg:469.05ms
step:1167/6250 train_loss:2.9156 train_time:542696ms step_avg:469.05ms
step:1168/6250 train_loss:2.7864 train_time:543171ms step_avg:469.06ms
step:1169/6250 train_loss:2.8432 train_time:543644ms step_avg:469.06ms
step:1170/6250 train_loss:2.8306 train_time:544117ms step_avg:469.07ms
step:1171/6250 train_loss:2.8131 train_time:544592ms step_avg:469.07ms
step:1172/6250 train_loss:2.8795 train_time:545068ms step_avg:469.08ms
step:1173/6250 train_loss:2.8343 train_time:545542ms step_avg:469.08ms
step:1174/6250 train_loss:2.8269 train_time:546017ms step_avg:469.09ms
step:1175/6250 train_loss:2.9518 train_time:546493ms step_avg:469.09ms
step:1176/6250 train_loss:2.8164 train_time:546966ms step_avg:469.10ms
step:1177/6250 train_loss:2.8405 train_time:547444ms step_avg:469.10ms
step:1178/6250 train_loss:2.8296 train_time:547926ms step_avg:469.11ms
step:1179/6250 train_loss:2.8460 train_time:548402ms step_avg:469.12ms
step:1180/6250 train_loss:2.8692 train_time:548875ms step_avg:469.12ms
step:1181/6250 train_loss:2.8803 train_time:549346ms step_avg:469.13ms
step:1182/6250 train_loss:2.8178 train_time:549818ms step_avg:469.13ms
step:1183/6250 train_loss:2.9428 train_time:550292ms step_avg:469.13ms
step:1184/6250 train_loss:2.9178 train_time:550763ms step_avg:469.13ms
step:1185/6250 train_loss:2.8092 train_time:551240ms step_avg:469.14ms
step:1186/6250 train_loss:2.7056 train_time:551719ms step_avg:469.15ms
step:1187/6250 train_loss:2.8162 train_time:552202ms step_avg:469.16ms
step:1188/6250 train_loss:2.9157 train_time:552680ms step_avg:469.17ms
step:1189/6250 train_loss:2.8546 train_time:553153ms step_avg:469.17ms
step:1190/6250 train_loss:2.8806 train_time:553633ms step_avg:469.18ms
step:1191/6250 train_loss:2.8976 train_time:554110ms step_avg:469.19ms
step:1192/6250 train_loss:2.7773 train_time:554584ms step_avg:469.19ms
step:1193/6250 train_loss:2.9427 train_time:555059ms step_avg:469.20ms
step:1194/6250 train_loss:2.9250 train_time:555531ms step_avg:469.20ms
step:1195/6250 train_loss:2.7771 train_time:556004ms step_avg:469.20ms
step:1196/6250 train_loss:2.9069 train_time:556476ms step_avg:469.20ms
step:1197/6250 train_loss:2.8668 train_time:556948ms step_avg:469.21ms
step:1198/6250 train_loss:2.7710 train_time:557424ms step_avg:469.21ms
step:1199/6250 train_loss:2.9171 train_time:557912ms step_avg:469.23ms
step:1200/6250 train_loss:2.8001 train_time:558398ms step_avg:469.24ms
step:1201/6250 train_loss:2.9546 train_time:558881ms step_avg:469.25ms
step:1202/6250 train_loss:2.7871 train_time:559373ms step_avg:469.27ms
step:1203/6250 train_loss:2.8441 train_time:559859ms step_avg:469.29ms
step:1204/6250 train_loss:2.8239 train_time:560342ms step_avg:469.30ms
step:1205/6250 train_loss:2.8422 train_time:560825ms step_avg:469.31ms
step:1206/6250 train_loss:2.9025 train_time:561307ms step_avg:469.32ms
step:1207/6250 train_loss:2.8333 train_time:561789ms step_avg:469.33ms
step:1208/6250 train_loss:2.8326 train_time:562261ms step_avg:469.33ms
step:1209/6250 train_loss:2.7792 train_time:562733ms step_avg:469.34ms
step:1210/6250 train_loss:2.8186 train_time:563204ms step_avg:469.34ms
step:1211/6250 train_loss:2.8410 train_time:563676ms step_avg:469.34ms
step:1212/6250 train_loss:2.8921 train_time:564151ms step_avg:469.34ms
step:1213/6250 train_loss:2.7756 train_time:564628ms step_avg:469.35ms
step:1214/6250 train_loss:2.9172 train_time:565099ms step_avg:469.35ms
step:1215/6250 train_loss:2.8380 train_time:565571ms step_avg:469.35ms
step:1216/6250 train_loss:2.8678 train_time:566043ms step_avg:469.36ms
step:1217/6250 train_loss:2.8956 train_time:566513ms step_avg:469.36ms
step:1218/6250 train_loss:2.8507 train_time:567000ms step_avg:469.37ms
step:1219/6250 train_loss:2.8476 train_time:567479ms step_avg:469.38ms
step:1220/6250 train_loss:2.8408 train_time:567951ms step_avg:469.38ms
step:1221/6250 train_loss:2.8572 train_time:568424ms step_avg:469.38ms
step:1222/6250 train_loss:2.8488 train_time:568903ms step_avg:469.39ms
step:1223/6250 train_loss:2.7683 train_time:569381ms step_avg:469.40ms
step:1224/6250 train_loss:2.7907 train_time:569862ms step_avg:469.41ms
step:1225/6250 train_loss:2.8519 train_time:570344ms step_avg:469.42ms
step:1226/6250 train_loss:2.8658 train_time:570823ms step_avg:469.43ms
step:1227/6250 train_loss:2.8928 train_time:571308ms step_avg:469.44ms
step:1228/6250 train_loss:2.8007 train_time:571787ms step_avg:469.45ms
step:1229/6250 train_loss:2.8560 train_time:572264ms step_avg:469.45ms
step:1230/6250 train_loss:2.8782 train_time:572743ms step_avg:469.46ms
step:1231/6250 train_loss:2.8253 train_time:573221ms step_avg:469.47ms
step:1232/6250 train_loss:2.8323 train_time:573701ms step_avg:469.48ms
step:1233/6250 train_loss:2.9412 train_time:574180ms step_avg:469.48ms
step:1234/6250 train_loss:2.8890 train_time:574658ms step_avg:469.49ms
step:1235/6250 train_loss:2.8718 train_time:575129ms step_avg:469.49ms
step:1236/6250 train_loss:2.7835 train_time:575605ms step_avg:469.50ms
step:1237/6250 train_loss:2.8604 train_time:576082ms step_avg:469.50ms
step:1238/6250 train_loss:2.8228 train_time:576555ms step_avg:469.51ms
step:1239/6250 train_loss:2.9244 train_time:577037ms step_avg:469.52ms
step:1240/6250 train_loss:2.8789 train_time:577520ms step_avg:469.53ms
step:1241/6250 train_loss:2.9106 train_time:577996ms step_avg:469.53ms
step:1242/6250 train_loss:2.8737 train_time:578468ms step_avg:469.54ms
step:1243/6250 train_loss:2.8893 train_time:578943ms step_avg:469.54ms
step:1244/6250 train_loss:2.8809 train_time:579420ms step_avg:469.55ms
step:1245/6250 train_loss:2.8372 train_time:579897ms step_avg:469.55ms
step:1246/6250 train_loss:2.8451 train_time:580371ms step_avg:469.56ms
step:1247/6250 train_loss:2.8432 train_time:580846ms step_avg:469.56ms
step:1248/6250 train_loss:2.8927 train_time:581322ms step_avg:469.57ms
step:1249/6250 train_loss:2.8049 train_time:581801ms step_avg:469.57ms
step:1250/6250 train_loss:2.7952 train_time:582278ms step_avg:469.58ms
step:1251/6250 train_loss:2.8078 train_time:582755ms step_avg:469.58ms
step:1252/6250 train_loss:2.8933 train_time:583231ms step_avg:469.59ms
step:1253/6250 train_loss:2.9027 train_time:583712ms step_avg:469.60ms
step:1254/6250 train_loss:2.8491 train_time:584206ms step_avg:469.62ms
step:1255/6250 train_loss:2.8305 train_time:584686ms step_avg:469.63ms
step:1256/6250 train_loss:2.8574 train_time:585176ms step_avg:469.64ms
step:1257/6250 train_loss:2.8234 train_time:585663ms step_avg:469.66ms
step:1258/6250 train_loss:2.8967 train_time:586143ms step_avg:469.67ms
step:1259/6250 train_loss:2.8410 train_time:586633ms step_avg:469.68ms
step:1260/6250 train_loss:2.8602 train_time:587115ms step_avg:469.69ms
step:1261/6250 train_loss:2.8435 train_time:587591ms step_avg:469.70ms
step:1262/6250 train_loss:2.8987 train_time:588070ms step_avg:469.70ms
step:1263/6250 train_loss:2.8797 train_time:588546ms step_avg:469.71ms
step:1264/6250 train_loss:2.8068 train_time:589032ms step_avg:469.72ms
step:1265/6250 train_loss:2.9214 train_time:589518ms step_avg:469.74ms
step:1266/6250 train_loss:2.8942 train_time:590001ms step_avg:469.75ms
step:1267/6250 train_loss:2.8800 train_time:590474ms step_avg:469.75ms
step:1268/6250 train_loss:2.7691 train_time:590949ms step_avg:469.75ms
step:1269/6250 train_loss:2.8483 train_time:591421ms step_avg:469.75ms
step:1270/6250 train_loss:2.9585 train_time:591897ms step_avg:469.76ms
step:1271/6250 train_loss:2.8638 train_time:592373ms step_avg:469.76ms
step:1272/6250 train_loss:2.8619 train_time:592848ms step_avg:469.77ms
step:1273/6250 train_loss:2.8303 train_time:593321ms step_avg:469.77ms
step:1274/6250 train_loss:2.9370 train_time:593800ms step_avg:469.78ms
step:1275/6250 train_loss:2.8538 train_time:594274ms step_avg:469.78ms
step:1276/6250 train_loss:2.8816 train_time:594748ms step_avg:469.78ms
step:1277/6250 train_loss:2.8594 train_time:595221ms step_avg:469.79ms
step:1278/6250 train_loss:2.8829 train_time:595697ms step_avg:469.79ms
step:1279/6250 train_loss:2.9497 train_time:596173ms step_avg:469.80ms
step:1280/6250 train_loss:2.8238 train_time:596645ms step_avg:469.80ms
step:1281/6250 train_loss:2.8246 train_time:597114ms step_avg:469.80ms
step:1282/6250 train_loss:2.8291 train_time:597585ms step_avg:469.80ms
step:1283/6250 train_loss:2.9092 train_time:598057ms step_avg:469.80ms
step:1284/6250 train_loss:2.8906 train_time:598529ms step_avg:469.80ms
step:1285/6250 train_loss:2.7543 train_time:599003ms step_avg:469.81ms
step:1286/6250 train_loss:2.8722 train_time:599477ms step_avg:469.81ms
step:1287/6250 train_loss:2.8559 train_time:599949ms step_avg:469.81ms
step:1288/6250 train_loss:2.7937 train_time:600434ms step_avg:469.82ms
step:1289/6250 train_loss:2.8212 train_time:600933ms step_avg:469.85ms
step:1290/6250 train_loss:2.8510 train_time:601422ms step_avg:469.86ms
step:1291/6250 train_loss:2.7547 train_time:601896ms step_avg:469.86ms
step:1292/6250 train_loss:2.7606 train_time:602366ms step_avg:469.86ms
step:1293/6250 train_loss:2.8268 train_time:602836ms step_avg:469.86ms
step:1294/6250 train_loss:2.7994 train_time:603307ms step_avg:469.87ms
step:1295/6250 train_loss:2.8945 train_time:603788ms step_avg:469.87ms
step:1296/6250 train_loss:2.8692 train_time:604257ms step_avg:469.87ms
step:1297/6250 train_loss:2.8345 train_time:604729ms step_avg:469.88ms
step:1298/6250 train_loss:2.8945 train_time:605201ms step_avg:469.88ms
step:1299/6250 train_loss:2.8327 train_time:605671ms step_avg:469.88ms
step:1300/6250 train_loss:2.8001 train_time:606140ms step_avg:469.88ms
step:1301/6250 train_loss:2.8290 train_time:606609ms step_avg:469.88ms
step:1302/6250 train_loss:2.6875 train_time:607078ms step_avg:469.87ms
step:1303/6250 train_loss:2.8366 train_time:607549ms step_avg:469.88ms
step:1304/6250 train_loss:2.8011 train_time:608018ms step_avg:469.87ms
step:1305/6250 train_loss:2.8203 train_time:608489ms step_avg:469.88ms
step:1306/6250 train_loss:2.8259 train_time:608966ms step_avg:469.88ms
step:1307/6250 train_loss:2.8485 train_time:609438ms step_avg:469.88ms
step:1308/6250 train_loss:2.8356 train_time:609908ms step_avg:469.88ms
step:1309/6250 train_loss:2.7659 train_time:610381ms step_avg:469.89ms
step:1310/6250 train_loss:2.8986 train_time:610852ms step_avg:469.89ms
step:1311/6250 train_loss:2.8983 train_time:611345ms step_avg:469.90ms
step:1312/6250 train_loss:2.8940 train_time:611815ms step_avg:469.90ms
step:1313/6250 train_loss:2.8160 train_time:612285ms step_avg:469.90ms
step:1314/6250 train_loss:2.8394 train_time:612755ms step_avg:469.90ms
step:1315/6250 train_loss:2.9159 train_time:613225ms step_avg:469.90ms
step:1316/6250 train_loss:2.8159 train_time:613695ms step_avg:469.90ms
step:1317/6250 train_loss:2.8839 train_time:614164ms step_avg:469.90ms
step:1318/6250 train_loss:2.9068 train_time:614634ms step_avg:469.90ms
step:1319/6250 train_loss:2.8646 train_time:615105ms step_avg:469.90ms
step:1320/6250 train_loss:2.7231 train_time:615594ms step_avg:469.92ms
step:1321/6250 train_loss:2.9835 train_time:616099ms step_avg:469.95ms
step:1322/6250 train_loss:2.8094 train_time:616581ms step_avg:469.95ms
step:1323/6250 train_loss:2.7979 train_time:617057ms step_avg:469.96ms
step:1324/6250 train_loss:2.8738 train_time:617527ms step_avg:469.96ms
step:1325/6250 train_loss:2.8893 train_time:617997ms step_avg:469.96ms
step:1326/6250 train_loss:2.9714 train_time:618467ms step_avg:469.96ms
step:1327/6250 train_loss:2.7981 train_time:618944ms step_avg:469.97ms
step:1328/6250 train_loss:2.9000 train_time:619444ms step_avg:469.99ms
step:1329/6250 train_loss:2.9219 train_time:619915ms step_avg:469.99ms
step:1330/6250 train_loss:2.8292 train_time:620386ms step_avg:469.99ms
step:1331/6250 train_loss:2.8724 train_time:620872ms step_avg:470.00ms
step:1332/6250 train_loss:2.9181 train_time:621360ms step_avg:470.01ms
step:1333/6250 train_loss:2.7659 train_time:621857ms step_avg:470.04ms
step:1334/6250 train_loss:2.9213 train_time:622362ms step_avg:470.06ms
step:1335/6250 train_loss:2.8504 train_time:622848ms step_avg:470.07ms
step:1336/6250 train_loss:2.8188 train_time:623326ms step_avg:470.08ms
step:1337/6250 train_loss:2.8259 train_time:623798ms step_avg:470.08ms
step:1338/6250 train_loss:2.8248 train_time:624303ms step_avg:470.11ms
step:1339/6250 train_loss:2.9083 train_time:624794ms step_avg:470.12ms
step:1340/6250 train_loss:2.8710 train_time:625272ms step_avg:470.13ms
step:1341/6250 train_loss:2.8351 train_time:625743ms step_avg:470.13ms
step:1342/6250 train_loss:2.8652 train_time:626212ms step_avg:470.13ms
step:1343/6250 train_loss:2.8937 train_time:626682ms step_avg:470.13ms
step:1344/6250 train_loss:2.7730 train_time:627151ms step_avg:470.13ms
step:1345/6250 train_loss:2.8671 train_time:627621ms step_avg:470.13ms
step:1346/6250 train_loss:2.7767 train_time:628092ms step_avg:470.13ms
step:1347/6250 train_loss:2.7858 train_time:628562ms step_avg:470.13ms
step:1348/6250 train_loss:2.8000 train_time:629032ms step_avg:470.13ms
step:1349/6250 train_loss:2.8604 train_time:629503ms step_avg:470.13ms
step:1350/6250 train_loss:2.7617 train_time:629973ms step_avg:470.13ms
step:1351/6250 train_loss:2.8715 train_time:630444ms step_avg:470.13ms
step:1352/6250 train_loss:2.8767 train_time:630915ms step_avg:470.13ms
step:1353/6250 train_loss:2.8762 train_time:631423ms step_avg:470.16ms
step:1354/6250 train_loss:2.7884 train_time:631898ms step_avg:470.16ms
step:1355/6250 train_loss:2.8575 train_time:632368ms step_avg:470.16ms
step:1356/6250 train_loss:2.8209 train_time:632839ms step_avg:470.16ms
step:1357/6250 train_loss:2.8214 train_time:633308ms step_avg:470.16ms
step:1358/6250 train_loss:2.7620 train_time:633779ms step_avg:470.16ms
step:1359/6250 train_loss:2.7610 train_time:634268ms step_avg:470.18ms
step:1360/6250 train_loss:2.7395 train_time:634745ms step_avg:470.18ms
step:1361/6250 train_loss:2.8599 train_time:635215ms step_avg:470.18ms
step:1362/6250 train_loss:2.7344 train_time:635685ms step_avg:470.18ms
step:1363/6250 train_loss:2.8382 train_time:636160ms step_avg:470.18ms
step:1364/6250 train_loss:2.9294 train_time:636652ms step_avg:470.20ms
step:1365/6250 train_loss:2.8078 train_time:637135ms step_avg:470.21ms
step:1366/6250 train_loss:2.8586 train_time:637609ms step_avg:470.21ms
step:1367/6250 train_loss:2.8495 train_time:638081ms step_avg:470.21ms
step:1368/6250 train_loss:2.8404 train_time:638551ms step_avg:470.21ms
step:1369/6250 train_loss:2.7723 train_time:639021ms step_avg:470.21ms
step:1370/6250 train_loss:2.7507 train_time:639493ms step_avg:470.22ms
step:1371/6250 train_loss:2.8320 train_time:639963ms step_avg:470.22ms
step:1372/6250 train_loss:2.8404 train_time:640433ms step_avg:470.21ms
step:1373/6250 train_loss:2.8089 train_time:640904ms step_avg:470.22ms
step:1374/6250 train_loss:2.8100 train_time:641375ms step_avg:470.22ms
step:1375/6250 train_loss:2.7727 train_time:641845ms step_avg:470.22ms
step:1376/6250 train_loss:2.8536 train_time:642316ms step_avg:470.22ms
step:1377/6250 train_loss:2.8324 train_time:642786ms step_avg:470.22ms
step:1378/6250 train_loss:2.8049 train_time:643256ms step_avg:470.22ms
step:1379/6250 train_loss:2.7846 train_time:643726ms step_avg:470.22ms
step:1380/6250 train_loss:2.6938 train_time:644196ms step_avg:470.22ms
step:1381/6250 train_loss:2.7524 train_time:644666ms step_avg:470.22ms
step:1382/6250 train_loss:2.8224 train_time:645136ms step_avg:470.22ms
step:1383/6250 train_loss:2.8305 train_time:645606ms step_avg:470.22ms
step:1384/6250 train_loss:2.8880 train_time:646076ms step_avg:470.22ms
step:1385/6250 train_loss:2.8118 train_time:646548ms step_avg:470.22ms
step:1386/6250 train_loss:2.8058 train_time:647018ms step_avg:470.22ms
step:1387/6250 train_loss:2.7860 train_time:647487ms step_avg:470.22ms
step:1388/6250 train_loss:2.8490 train_time:647958ms step_avg:470.22ms
step:1389/6250 train_loss:2.7811 train_time:648428ms step_avg:470.22ms
step:1390/6250 train_loss:2.8120 train_time:648899ms step_avg:470.22ms
step:1391/6250 train_loss:2.8494 train_time:649370ms step_avg:470.22ms
step:1392/6250 train_loss:2.8031 train_time:649840ms step_avg:470.22ms
step:1393/6250 train_loss:2.8190 train_time:650310ms step_avg:470.22ms
step:1394/6250 train_loss:2.7775 train_time:650781ms step_avg:470.22ms
step:1395/6250 train_loss:2.8192 train_time:651252ms step_avg:470.22ms
step:1396/6250 train_loss:2.8426 train_time:651723ms step_avg:470.22ms
step:1397/6250 train_loss:2.6911 train_time:652192ms step_avg:470.22ms
step:1398/6250 train_loss:2.8176 train_time:652662ms step_avg:470.22ms
step:1399/6250 train_loss:2.8248 train_time:653132ms step_avg:470.22ms
step:1400/6250 train_loss:2.8004 train_time:653601ms step_avg:470.22ms
step:1401/6250 train_loss:2.7615 train_time:654073ms step_avg:470.22ms
step:1402/6250 train_loss:2.8754 train_time:654543ms step_avg:470.22ms
step:1403/6250 train_loss:2.8082 train_time:655014ms step_avg:470.22ms
step:1404/6250 train_loss:2.8027 train_time:655485ms step_avg:470.22ms
step:1405/6250 train_loss:2.7687 train_time:655955ms step_avg:470.22ms
step:1406/6250 train_loss:2.7389 train_time:656426ms step_avg:470.22ms
step:1407/6250 train_loss:2.7989 train_time:656897ms step_avg:470.22ms
step:1408/6250 train_loss:2.8066 train_time:657368ms step_avg:470.22ms
step:1409/6250 train_loss:2.8891 train_time:657838ms step_avg:470.22ms
step:1410/6250 train_loss:2.8193 train_time:658309ms step_avg:470.22ms
step:1411/6250 train_loss:2.8508 train_time:658779ms step_avg:470.22ms
step:1412/6250 train_loss:2.7416 train_time:659249ms step_avg:470.22ms
step:1413/6250 train_loss:2.7922 train_time:659720ms step_avg:470.22ms
step:1414/6250 train_loss:2.7824 train_time:660190ms step_avg:470.22ms
step:1415/6250 train_loss:2.7724 train_time:660660ms step_avg:470.22ms
step:1416/6250 train_loss:2.9209 train_time:661130ms step_avg:470.22ms
step:1417/6250 train_loss:2.8441 train_time:661601ms step_avg:470.22ms
step:1418/6250 train_loss:2.8458 train_time:662072ms step_avg:470.22ms
step:1419/6250 train_loss:2.7942 train_time:662543ms step_avg:470.22ms
step:1420/6250 train_loss:2.8340 train_time:663013ms step_avg:470.22ms
step:1421/6250 train_loss:2.8897 train_time:663484ms step_avg:470.22ms
step:1422/6250 train_loss:2.8425 train_time:663954ms step_avg:470.22ms
step:1423/6250 train_loss:2.7998 train_time:664425ms step_avg:470.22ms
step:1424/6250 train_loss:2.7782 train_time:664895ms step_avg:470.22ms
step:1425/6250 train_loss:2.8767 train_time:665365ms step_avg:470.22ms
step:1426/6250 train_loss:2.7365 train_time:665835ms step_avg:470.22ms
step:1427/6250 train_loss:2.7646 train_time:666305ms step_avg:470.22ms
step:1428/6250 train_loss:2.8495 train_time:666776ms step_avg:470.22ms
step:1429/6250 train_loss:2.7683 train_time:667246ms step_avg:470.22ms
step:1430/6250 train_loss:2.8573 train_time:667716ms step_avg:470.22ms
step:1431/6250 train_loss:2.8315 train_time:668186ms step_avg:470.22ms
step:1432/6250 train_loss:2.7705 train_time:668659ms step_avg:470.22ms
step:1433/6250 train_loss:2.7867 train_time:669131ms step_avg:470.23ms
step:1434/6250 train_loss:2.7702 train_time:669607ms step_avg:470.23ms
step:1435/6250 train_loss:2.7699 train_time:670080ms step_avg:470.23ms
step:1436/6250 train_loss:2.7657 train_time:670558ms step_avg:470.24ms
step:1437/6250 train_loss:2.8062 train_time:671030ms step_avg:470.24ms
step:1438/6250 train_loss:2.7747 train_time:671501ms step_avg:470.24ms
step:1439/6250 train_loss:2.7401 train_time:671975ms step_avg:470.24ms
step:1440/6250 train_loss:2.8006 train_time:672445ms step_avg:470.24ms
step:1441/6250 train_loss:2.8851 train_time:672914ms step_avg:470.24ms
step:1442/6250 train_loss:2.8790 train_time:673410ms step_avg:470.26ms
step:1443/6250 train_loss:2.7335 train_time:673889ms step_avg:470.26ms
step:1444/6250 train_loss:2.7843 train_time:674362ms step_avg:470.27ms
step:1445/6250 train_loss:2.8410 train_time:674833ms step_avg:470.27ms
step:1446/6250 train_loss:2.8467 train_time:675302ms step_avg:470.27ms
step:1447/6250 train_loss:2.7304 train_time:675772ms step_avg:470.27ms
step:1448/6250 train_loss:2.8831 train_time:676242ms step_avg:470.27ms
step:1449/6250 train_loss:2.8338 train_time:676715ms step_avg:470.27ms
step:1450/6250 train_loss:2.8810 train_time:677186ms step_avg:470.27ms
step:1451/6250 train_loss:2.7882 train_time:677658ms step_avg:470.27ms
step:1452/6250 train_loss:2.7861 train_time:678129ms step_avg:470.27ms
step:1453/6250 train_loss:2.8010 train_time:678600ms step_avg:470.27ms
step:1454/6250 train_loss:2.7828 train_time:679070ms step_avg:470.27ms
step:1455/6250 train_loss:2.8482 train_time:679541ms step_avg:470.27ms
step:1456/6250 train_loss:2.8201 train_time:680013ms step_avg:470.27ms
step:1457/6250 train_loss:2.7940 train_time:680487ms step_avg:470.27ms
step:1458/6250 train_loss:2.8728 train_time:680958ms step_avg:470.27ms
step:1459/6250 train_loss:2.7662 train_time:681429ms step_avg:470.28ms
step:1460/6250 train_loss:2.8025 train_time:681899ms step_avg:470.28ms
step:1461/6250 train_loss:2.8261 train_time:682369ms step_avg:470.27ms
step:1462/6250 train_loss:2.8267 train_time:682840ms step_avg:470.28ms
step:1463/6250 train_loss:2.7800 train_time:683309ms step_avg:470.27ms
step:1464/6250 train_loss:2.8416 train_time:683780ms step_avg:470.27ms
step:1465/6250 train_loss:2.7894 train_time:684251ms step_avg:470.28ms
step:1466/6250 train_loss:2.7410 train_time:684721ms step_avg:470.28ms
step:1467/6250 train_loss:2.7557 train_time:685193ms step_avg:470.28ms
step:1468/6250 train_loss:2.7986 train_time:685665ms step_avg:470.28ms
step:1469/6250 train_loss:2.8411 train_time:686134ms step_avg:470.28ms
step:1470/6250 train_loss:2.7990 train_time:686606ms step_avg:470.28ms
step:1471/6250 train_loss:2.7963 train_time:687080ms step_avg:470.28ms
step:1472/6250 train_loss:2.8298 train_time:687550ms step_avg:470.28ms
step:1473/6250 train_loss:2.8133 train_time:688021ms step_avg:470.28ms
step:1474/6250 train_loss:2.7388 train_time:688493ms step_avg:470.28ms
step:1475/6250 train_loss:2.7290 train_time:688966ms step_avg:470.28ms
step:1476/6250 train_loss:2.7938 train_time:689440ms step_avg:470.29ms
step:1477/6250 train_loss:2.7720 train_time:689910ms step_avg:470.29ms
step:1478/6250 train_loss:2.8124 train_time:690381ms step_avg:470.29ms
step:1479/6250 train_loss:2.7421 train_time:690851ms step_avg:470.29ms
step:1480/6250 train_loss:2.6783 train_time:691321ms step_avg:470.29ms
step:1481/6250 train_loss:2.8995 train_time:691811ms step_avg:470.30ms
step:1482/6250 train_loss:2.7377 train_time:692284ms step_avg:470.30ms
step:1483/6250 train_loss:2.8842 train_time:692756ms step_avg:470.30ms
step:1484/6250 train_loss:2.7497 train_time:693225ms step_avg:470.30ms
step:1485/6250 train_loss:2.8465 train_time:693695ms step_avg:470.30ms
step:1486/6250 train_loss:2.8737 train_time:694165ms step_avg:470.30ms
step:1487/6250 train_loss:2.7448 train_time:694635ms step_avg:470.30ms
step:1488/6250 train_loss:2.7846 train_time:695106ms step_avg:470.30ms
step:1489/6250 train_loss:2.7676 train_time:695576ms step_avg:470.30ms
step:1490/6250 train_loss:2.8058 train_time:696047ms step_avg:470.30ms
step:1491/6250 train_loss:2.7628 train_time:696517ms step_avg:470.30ms
step:1492/6250 train_loss:2.8420 train_time:696987ms step_avg:470.30ms
step:1493/6250 train_loss:2.8527 train_time:697457ms step_avg:470.30ms
step:1494/6250 train_loss:2.7734 train_time:697927ms step_avg:470.30ms
step:1495/6250 train_loss:2.8038 train_time:698410ms step_avg:470.31ms
step:1496/6250 train_loss:2.7703 train_time:698901ms step_avg:470.32ms
step:1497/6250 train_loss:2.8533 train_time:699369ms step_avg:470.32ms
step:1498/6250 train_loss:2.8086 train_time:699842ms step_avg:470.32ms
step:1499/6250 train_loss:2.7763 train_time:700341ms step_avg:470.34ms
step:1500/6250 train_loss:2.8815 train_time:700832ms step_avg:470.36ms
step:1501/6250 train_loss:2.7787 train_time:701330ms step_avg:470.38ms
step:1502/6250 train_loss:2.7833 train_time:701807ms step_avg:470.38ms
step:1503/6250 train_loss:2.8252 train_time:702277ms step_avg:470.38ms
step:1504/6250 train_loss:2.7789 train_time:702746ms step_avg:470.38ms
step:1505/6250 train_loss:2.8172 train_time:703246ms step_avg:470.40ms
step:1506/6250 train_loss:2.8755 train_time:703728ms step_avg:470.41ms
step:1507/6250 train_loss:2.8689 train_time:704231ms step_avg:470.43ms
step:1508/6250 train_loss:2.8190 train_time:704712ms step_avg:470.44ms
step:1509/6250 train_loss:2.8608 train_time:705183ms step_avg:470.44ms
step:1510/6250 train_loss:2.8900 train_time:705652ms step_avg:470.43ms
step:1511/6250 train_loss:2.8707 train_time:706122ms step_avg:470.43ms
step:1512/6250 train_loss:2.8923 train_time:706591ms step_avg:470.43ms
step:1513/6250 train_loss:2.8284 train_time:707068ms step_avg:470.44ms
step:1514/6250 train_loss:2.9073 train_time:707541ms step_avg:470.44ms
step:1515/6250 train_loss:2.7581 train_time:708011ms step_avg:470.44ms
step:1516/6250 train_loss:2.9175 train_time:708481ms step_avg:470.44ms
step:1517/6250 train_loss:2.8747 train_time:708950ms step_avg:470.44ms
step:1518/6250 train_loss:2.8309 train_time:709420ms step_avg:470.44ms
step:1519/6250 train_loss:2.7361 train_time:709889ms step_avg:470.44ms
step:1520/6250 train_loss:2.8079 train_time:710359ms step_avg:470.44ms
step:1521/6250 train_loss:2.7587 train_time:710829ms step_avg:470.44ms
step:1522/6250 train_loss:2.7651 train_time:711301ms step_avg:470.44ms
step:1523/6250 train_loss:2.7780 train_time:711775ms step_avg:470.44ms
step:1524/6250 train_loss:2.7495 train_time:712249ms step_avg:470.44ms
step:1525/6250 train_loss:2.8606 train_time:712755ms step_avg:470.47ms
step:1526/6250 train_loss:2.8186 train_time:713242ms step_avg:470.48ms
step:1527/6250 train_loss:2.7504 train_time:713713ms step_avg:470.48ms
step:1528/6250 train_loss:2.7902 train_time:714183ms step_avg:470.48ms
step:1529/6250 train_loss:2.6931 train_time:714677ms step_avg:470.49ms
step:1530/6250 train_loss:2.7802 train_time:715166ms step_avg:470.50ms
step:1531/6250 train_loss:2.7904 train_time:715654ms step_avg:470.52ms
step:1532/6250 train_loss:2.7774 train_time:716153ms step_avg:470.53ms
step:1533/6250 train_loss:2.7726 train_time:716636ms step_avg:470.54ms
step:1534/6250 train_loss:2.8339 train_time:717108ms step_avg:470.54ms
step:1535/6250 train_loss:2.7796 train_time:717582ms step_avg:470.55ms
step:1536/6250 train_loss:2.7730 train_time:718073ms step_avg:470.56ms
step:1537/6250 train_loss:2.8434 train_time:718560ms step_avg:470.57ms
step:1538/6250 train_loss:2.7233 train_time:719029ms step_avg:470.57ms
step:1539/6250 train_loss:2.9094 train_time:719499ms step_avg:470.57ms
step:1540/6250 train_loss:2.7812 train_time:719969ms step_avg:470.57ms
step:1541/6250 train_loss:2.8227 train_time:720440ms step_avg:470.57ms
step:1542/6250 train_loss:2.8411 train_time:720910ms step_avg:470.57ms
step:1543/6250 train_loss:2.7790 train_time:721396ms step_avg:470.58ms
step:1544/6250 train_loss:2.7626 train_time:721866ms step_avg:470.58ms
step:1545/6250 train_loss:2.8402 train_time:722337ms step_avg:470.58ms
step:1546/6250 train_loss:2.8185 train_time:722806ms step_avg:470.58ms
step:1547/6250 train_loss:2.7723 train_time:723276ms step_avg:470.58ms
step:1548/6250 train_loss:2.8214 train_time:723746ms step_avg:470.58ms
step:1549/6250 train_loss:2.8756 train_time:724215ms step_avg:470.58ms
step:1550/6250 train_loss:2.8189 train_time:724685ms step_avg:470.57ms
step:1551/6250 train_loss:2.7648 train_time:725176ms step_avg:470.59ms
step:1552/6250 train_loss:2.9255 train_time:725647ms step_avg:470.59ms
step:1553/6250 train_loss:2.8101 train_time:726134ms step_avg:470.60ms
step:1554/6250 train_loss:2.7588 train_time:726623ms step_avg:470.61ms
step:1555/6250 train_loss:2.8100 train_time:727103ms step_avg:470.62ms
step:1556/6250 train_loss:2.8728 train_time:727584ms step_avg:470.62ms
step:1557/6250 train_loss:2.7495 train_time:728064ms step_avg:470.63ms
step:1558/6250 train_loss:2.8114 train_time:728537ms step_avg:470.63ms
step:1559/6250 train_loss:2.7227 train_time:729010ms step_avg:470.63ms
step:1560/6250 train_loss:2.9414 train_time:729484ms step_avg:470.63ms
step:1561/6250 train_loss:2.7083 train_time:729960ms step_avg:470.64ms
step:1562/6250 train_loss:2.7565 train_time:730432ms step_avg:470.64ms
step:1563/6250 train_loss:2.7162 train_time:730908ms step_avg:470.64ms
step:1564/6250 train_loss:2.7553 train_time:731384ms step_avg:470.65ms
step:1565/6250 train_loss:2.8152 train_time:731893ms step_avg:470.67ms
step:1566/6250 train_loss:2.7491 train_time:732362ms step_avg:470.67ms
step:1567/6250 train_loss:2.7652 train_time:732833ms step_avg:470.67ms
step:1568/6250 train_loss:2.7618 train_time:733301ms step_avg:470.67ms
step:1569/6250 train_loss:2.7915 train_time:733772ms step_avg:470.67ms
step:1570/6250 train_loss:2.6837 train_time:734297ms step_avg:470.70ms
step:1571/6250 train_loss:2.7702 train_time:734874ms step_avg:470.77ms
step:1572/6250 train_loss:2.7968 train_time:735367ms step_avg:470.79ms
step:1573/6250 train_loss:2.8038 train_time:735836ms step_avg:470.78ms
step:1574/6250 train_loss:2.7769 train_time:736306ms step_avg:470.78ms
step:1575/6250 train_loss:2.6868 train_time:736775ms step_avg:470.78ms
step:1576/6250 train_loss:2.6910 train_time:737246ms step_avg:470.78ms
step:1577/6250 train_loss:2.9098 train_time:737715ms step_avg:470.78ms
step:1578/6250 train_loss:2.6577 train_time:738185ms step_avg:470.78ms
step:1579/6250 train_loss:2.7575 train_time:738655ms step_avg:470.78ms
step:1580/6250 train_loss:2.8283 train_time:739124ms step_avg:470.78ms
step:1581/6250 train_loss:2.7833 train_time:739594ms step_avg:470.78ms
step:1582/6250 train_loss:2.8757 train_time:740064ms step_avg:470.78ms
step:1583/6250 train_loss:2.7943 train_time:740533ms step_avg:470.78ms
step:1584/6250 train_loss:2.7908 train_time:741002ms step_avg:470.78ms
step:1585/6250 train_loss:2.6707 train_time:741472ms step_avg:470.78ms
step:1586/6250 train_loss:2.9377 train_time:741941ms step_avg:470.77ms
step:1587/6250 train_loss:2.7951 train_time:742412ms step_avg:470.77ms
step:1588/6250 train_loss:2.7266 train_time:742883ms step_avg:470.78ms
step:1589/6250 train_loss:2.6768 train_time:743352ms step_avg:470.77ms
step:1590/6250 train_loss:2.8342 train_time:743823ms step_avg:470.77ms
step:1591/6250 train_loss:2.7873 train_time:744292ms step_avg:470.77ms
step:1592/6250 train_loss:2.7697 train_time:744763ms step_avg:470.77ms
step:1593/6250 train_loss:2.7561 train_time:745232ms step_avg:470.77ms
step:1594/6250 train_loss:2.7855 train_time:745702ms step_avg:470.77ms
step:1595/6250 train_loss:2.7921 train_time:746171ms step_avg:470.77ms
step:1596/6250 train_loss:2.8518 train_time:746641ms step_avg:470.77ms
step:1597/6250 train_loss:2.9025 train_time:747110ms step_avg:470.77ms
step:1598/6250 train_loss:2.6908 train_time:747603ms step_avg:470.78ms
step:1599/6250 train_loss:2.7694 train_time:748087ms step_avg:470.79ms
step:1600/6250 train_loss:2.7462 train_time:748573ms step_avg:470.80ms
step:1601/6250 train_loss:2.8563 train_time:749046ms step_avg:470.80ms
step:1602/6250 train_loss:2.8143 train_time:749520ms step_avg:470.80ms
step:1603/6250 train_loss:2.8529 train_time:749995ms step_avg:470.81ms
step:1604/6250 train_loss:2.7750 train_time:750469ms step_avg:470.81ms
step:1605/6250 train_loss:2.8661 train_time:750943ms step_avg:470.81ms
step:1606/6250 train_loss:2.7262 train_time:751414ms step_avg:470.81ms
step:1607/6250 train_loss:2.8227 train_time:751888ms step_avg:470.81ms
step:1608/6250 train_loss:2.7520 train_time:752361ms step_avg:470.81ms
step:1609/6250 train_loss:2.8592 train_time:752834ms step_avg:470.82ms
step:1610/6250 train_loss:2.8299 train_time:753310ms step_avg:470.82ms
step:1611/6250 train_loss:2.8104 train_time:753783ms step_avg:470.82ms
step:1612/6250 train_loss:2.8030 train_time:754289ms step_avg:470.84ms
step:1613/6250 train_loss:2.7927 train_time:754762ms step_avg:470.84ms
step:1614/6250 train_loss:2.7953 train_time:755231ms step_avg:470.84ms
step:1615/6250 train_loss:2.7131 train_time:755701ms step_avg:470.84ms
step:1616/6250 train_loss:2.7193 train_time:756170ms step_avg:470.84ms
step:1617/6250 train_loss:2.7549 train_time:756690ms step_avg:470.87ms
step:1618/6250 train_loss:2.7875 train_time:757262ms step_avg:470.93ms
step:1619/6250 train_loss:2.7541 train_time:757760ms step_avg:470.95ms
step:1620/6250 train_loss:2.7786 train_time:758229ms step_avg:470.95ms
step:1621/6250 train_loss:2.6376 train_time:758721ms step_avg:470.96ms
step:1622/6250 train_loss:2.9012 train_time:759206ms step_avg:470.97ms
step:1623/6250 train_loss:2.8148 train_time:759676ms step_avg:470.97ms
step:1624/6250 train_loss:2.7948 train_time:760145ms step_avg:470.97ms
step:1625/6250 train_loss:2.8578 train_time:760614ms step_avg:470.97ms
step:1626/6250 train_loss:2.7914 train_time:761083ms step_avg:470.97ms
step:1627/6250 train_loss:2.7816 train_time:761553ms step_avg:470.97ms
step:1628/6250 train_loss:2.8892 train_time:762023ms step_avg:470.97ms
step:1629/6250 train_loss:2.7621 train_time:762492ms step_avg:470.96ms
step:1630/6250 train_loss:2.7421 train_time:763067ms step_avg:471.03ms
step:1631/6250 train_loss:2.7325 train_time:763615ms step_avg:471.08ms
step:1632/6250 train_loss:2.8239 train_time:764085ms step_avg:471.08ms
step:1633/6250 train_loss:2.7346 train_time:764556ms step_avg:471.08ms
step:1634/6250 train_loss:2.8139 train_time:765025ms step_avg:471.07ms
step:1635/6250 train_loss:2.7147 train_time:765495ms step_avg:471.07ms
step:1636/6250 train_loss:2.7424 train_time:765965ms step_avg:471.07ms
step:1637/6250 train_loss:2.8359 train_time:766434ms step_avg:471.07ms
step:1638/6250 train_loss:2.8229 train_time:766904ms step_avg:471.07ms
step:1639/6250 train_loss:2.7254 train_time:767372ms step_avg:471.07ms
step:1640/6250 train_loss:2.7788 train_time:767842ms step_avg:471.07ms
step:1641/6250 train_loss:2.7727 train_time:768335ms step_avg:471.08ms
step:1642/6250 train_loss:2.7996 train_time:768811ms step_avg:471.09ms
step:1643/6250 train_loss:2.7964 train_time:769284ms step_avg:471.09ms
step:1644/6250 train_loss:2.8363 train_time:769760ms step_avg:471.09ms
step:1645/6250 train_loss:2.7797 train_time:770232ms step_avg:471.09ms
step:1646/6250 train_loss:2.8480 train_time:770706ms step_avg:471.09ms
step:1647/6250 train_loss:2.6765 train_time:771180ms step_avg:471.09ms
step:1648/6250 train_loss:2.7889 train_time:771653ms step_avg:471.09ms
step:1649/6250 train_loss:2.8384 train_time:772126ms step_avg:471.10ms
step:1650/6250 train_loss:2.8354 train_time:772600ms step_avg:471.10ms
step:1651/6250 train_loss:2.8112 train_time:773073ms step_avg:471.10ms
step:1652/6250 train_loss:2.7530 train_time:773546ms step_avg:471.10ms
step:1653/6250 train_loss:2.7281 train_time:774020ms step_avg:471.10ms
step:1654/6250 train_loss:2.6847 train_time:774494ms step_avg:471.10ms
step:1655/6250 train_loss:2.8184 train_time:774968ms step_avg:471.11ms
step:1656/6250 train_loss:2.9338 train_time:775443ms step_avg:471.11ms
step:1657/6250 train_loss:2.8032 train_time:775917ms step_avg:471.11ms
step:1658/6250 train_loss:2.6906 train_time:776391ms step_avg:471.11ms
step:1659/6250 train_loss:2.8971 train_time:776866ms step_avg:471.11ms
step:1660/6250 train_loss:2.7448 train_time:777372ms step_avg:471.13ms
step:1661/6250 train_loss:2.7847 train_time:777843ms step_avg:471.13ms
step:1662/6250 train_loss:2.7271 train_time:778313ms step_avg:471.13ms
step:1663/6250 train_loss:2.6806 train_time:778797ms step_avg:471.14ms
step:1664/6250 train_loss:2.8627 train_time:779271ms step_avg:471.14ms
step:1665/6250 train_loss:2.8516 train_time:779746ms step_avg:471.15ms
step:1666/6250 train_loss:2.7893 train_time:780221ms step_avg:471.15ms
step:1667/6250 train_loss:2.7127 train_time:780694ms step_avg:471.15ms
step:1668/6250 train_loss:2.8228 train_time:781167ms step_avg:471.15ms
step:1669/6250 train_loss:2.8277 train_time:781643ms step_avg:471.15ms
step:1670/6250 train_loss:2.7566 train_time:782116ms step_avg:471.15ms
step:1671/6250 train_loss:2.7690 train_time:782588ms step_avg:471.15ms
step:1672/6250 train_loss:2.7784 train_time:783061ms step_avg:471.16ms
step:1673/6250 train_loss:2.7259 train_time:783532ms step_avg:471.16ms
step:1674/6250 train_loss:2.6993 train_time:784010ms step_avg:471.16ms
step:1675/6250 train_loss:2.7301 train_time:784484ms step_avg:471.16ms
step:1676/6250 train_loss:2.8440 train_time:784959ms step_avg:471.16ms
step:1677/6250 train_loss:2.8041 train_time:785432ms step_avg:471.16ms
step:1678/6250 train_loss:2.7941 train_time:785906ms step_avg:471.17ms
step:1679/6250 train_loss:2.6206 train_time:786386ms step_avg:471.17ms
step:1680/6250 train_loss:2.8071 train_time:786860ms step_avg:471.17ms
step:1681/6250 train_loss:2.7183 train_time:787336ms step_avg:471.18ms
step:1682/6250 train_loss:2.7165 train_time:787811ms step_avg:471.18ms
step:1683/6250 train_loss:2.7917 train_time:788282ms step_avg:471.18ms
step:1684/6250 train_loss:2.7324 train_time:788757ms step_avg:471.18ms
step:1685/6250 train_loss:2.8462 train_time:789229ms step_avg:471.18ms
step:1686/6250 train_loss:2.6934 train_time:789701ms step_avg:471.18ms
step:1687/6250 train_loss:2.7609 train_time:790172ms step_avg:471.18ms
step:1688/6250 train_loss:2.6690 train_time:790643ms step_avg:471.18ms
step:1689/6250 train_loss:2.7103 train_time:791115ms step_avg:471.18ms
step:1690/6250 train_loss:2.8258 train_time:791586ms step_avg:471.18ms
step:1691/6250 train_loss:2.8144 train_time:792059ms step_avg:471.18ms
step:1692/6250 train_loss:2.7923 train_time:792530ms step_avg:471.18ms
step:1693/6250 train_loss:2.7413 train_time:792999ms step_avg:471.18ms
step:1694/6250 train_loss:2.8446 train_time:793471ms step_avg:471.18ms
step:1695/6250 train_loss:2.7015 train_time:793943ms step_avg:471.18ms
step:1696/6250 train_loss:2.7384 train_time:794414ms step_avg:471.18ms
step:1697/6250 train_loss:2.7029 train_time:794885ms step_avg:471.18ms
step:1698/6250 train_loss:2.8641 train_time:795358ms step_avg:471.18ms
step:1699/6250 train_loss:2.7520 train_time:795829ms step_avg:471.18ms
step:1700/6250 train_loss:2.7354 train_time:796300ms step_avg:471.18ms
step:1701/6250 train_loss:2.7432 train_time:796772ms step_avg:471.18ms
step:1702/6250 train_loss:2.7155 train_time:797242ms step_avg:471.18ms
step:1703/6250 train_loss:2.7511 train_time:797715ms step_avg:471.18ms
step:1704/6250 train_loss:2.7848 train_time:798186ms step_avg:471.18ms
step:1705/6250 train_loss:2.7200 train_time:798658ms step_avg:471.18ms
step:1706/6250 train_loss:2.7219 train_time:799129ms step_avg:471.18ms
step:1707/6250 train_loss:2.7625 train_time:799600ms step_avg:471.18ms
step:1708/6250 train_loss:2.7241 train_time:800071ms step_avg:471.18ms
step:1709/6250 train_loss:2.7804 train_time:800542ms step_avg:471.18ms
step:1710/6250 train_loss:2.8199 train_time:801013ms step_avg:471.18ms
step:1711/6250 train_loss:2.7606 train_time:801483ms step_avg:471.18ms
step:1712/6250 train_loss:2.7461 train_time:801954ms step_avg:471.18ms
step:1713/6250 train_loss:2.7162 train_time:802425ms step_avg:471.18ms
step:1714/6250 train_loss:2.7750 train_time:802898ms step_avg:471.18ms
step:1715/6250 train_loss:2.8335 train_time:803370ms step_avg:471.18ms
step:1716/6250 train_loss:2.8237 train_time:803841ms step_avg:471.18ms
step:1717/6250 train_loss:2.7629 train_time:804312ms step_avg:471.18ms
step:1718/6250 train_loss:2.8710 train_time:804783ms step_avg:471.18ms
step:1719/6250 train_loss:2.7888 train_time:805254ms step_avg:471.18ms
step:1720/6250 train_loss:2.7163 train_time:805726ms step_avg:471.19ms
step:1721/6250 train_loss:2.7968 train_time:806198ms step_avg:471.19ms
step:1722/6250 train_loss:2.6958 train_time:806669ms step_avg:471.18ms
step:1723/6250 train_loss:2.7503 train_time:807140ms step_avg:471.18ms
step:1724/6250 train_loss:2.7151 train_time:807613ms step_avg:471.19ms
step:1725/6250 train_loss:2.7505 train_time:808083ms step_avg:471.19ms
step:1726/6250 train_loss:2.8050 train_time:808557ms step_avg:471.19ms
step:1727/6250 train_loss:2.8129 train_time:809028ms step_avg:471.19ms
step:1728/6250 train_loss:2.7943 train_time:809504ms step_avg:471.19ms
step:1729/6250 train_loss:2.8061 train_time:809974ms step_avg:471.19ms
step:1730/6250 train_loss:2.7354 train_time:810480ms step_avg:471.21ms
step:1731/6250 train_loss:2.8381 train_time:810952ms step_avg:471.21ms
step:1732/6250 train_loss:2.7399 train_time:811422ms step_avg:471.21ms
step:1733/6250 train_loss:2.7779 train_time:811893ms step_avg:471.21ms
step:1734/6250 train_loss:2.7147 train_time:812363ms step_avg:471.21ms
step:1735/6250 train_loss:2.6658 train_time:812834ms step_avg:471.21ms
step:1736/6250 train_loss:2.7082 train_time:813303ms step_avg:471.21ms
step:1737/6250 train_loss:2.7784 train_time:813773ms step_avg:471.21ms
step:1738/6250 train_loss:2.8251 train_time:814242ms step_avg:471.20ms
step:1739/6250 train_loss:2.8210 train_time:814713ms step_avg:471.20ms
step:1740/6250 train_loss:2.6831 train_time:815184ms step_avg:471.20ms
step:1741/6250 train_loss:2.7224 train_time:815673ms step_avg:471.21ms
step:1742/6250 train_loss:2.7912 train_time:816151ms step_avg:471.22ms
step:1743/6250 train_loss:2.7809 train_time:816622ms step_avg:471.22ms
step:1744/6250 train_loss:2.7778 train_time:817093ms step_avg:471.22ms
step:1745/6250 train_loss:2.7223 train_time:817563ms step_avg:471.22ms
step:1746/6250 train_loss:2.7997 train_time:818034ms step_avg:471.22ms
step:1747/6250 train_loss:2.7498 train_time:818505ms step_avg:471.22ms
step:1748/6250 train_loss:2.7411 train_time:818977ms step_avg:471.22ms
step:1749/6250 train_loss:2.7061 train_time:819459ms step_avg:471.22ms
step:1750/6250 train_loss:2.7868 train_time:819938ms step_avg:471.23ms
step:1751/6250 train_loss:2.7626 train_time:820437ms step_avg:471.24ms
step:1752/6250 train_loss:2.6952 train_time:820928ms step_avg:471.26ms
step:1753/6250 train_loss:2.7134 train_time:821411ms step_avg:471.26ms
step:1754/6250 train_loss:2.7494 train_time:821903ms step_avg:471.27ms
step:1755/6250 train_loss:2.7866 train_time:822379ms step_avg:471.28ms
step:1756/6250 train_loss:2.6820 train_time:822867ms step_avg:471.29ms
step:1757/6250 train_loss:2.7904 train_time:823354ms step_avg:471.30ms
step:1758/6250 train_loss:2.8080 train_time:823825ms step_avg:471.30ms
step:1759/6250 train_loss:2.7430 train_time:824294ms step_avg:471.29ms
step:1760/6250 train_loss:2.7592 train_time:824765ms step_avg:471.29ms
step:1761/6250 train_loss:2.7472 train_time:825235ms step_avg:471.29ms
step:1762/6250 train_loss:2.6679 train_time:825706ms step_avg:471.29ms
step:1763/6250 train_loss:2.6420 train_time:826175ms step_avg:471.29ms
step:1764/6250 train_loss:2.8478 train_time:826647ms step_avg:471.29ms
step:1765/6250 train_loss:2.7068 train_time:827135ms step_avg:471.30ms
step:1766/6250 train_loss:2.7730 train_time:827613ms step_avg:471.31ms
step:1767/6250 train_loss:2.7773 train_time:828101ms step_avg:471.32ms
step:1768/6250 train_loss:2.7470 train_time:828580ms step_avg:471.32ms
step:1769/6250 train_loss:2.7953 train_time:829048ms step_avg:471.32ms
step:1770/6250 train_loss:2.7490 train_time:829517ms step_avg:471.32ms
step:1771/6250 train_loss:2.7272 train_time:829987ms step_avg:471.32ms
step:1772/6250 train_loss:2.7590 train_time:830462ms step_avg:471.32ms
step:1773/6250 train_loss:2.7773 train_time:830935ms step_avg:471.32ms
step:1774/6250 train_loss:2.7568 train_time:831432ms step_avg:471.33ms
step:1775/6250 train_loss:2.7452 train_time:831905ms step_avg:471.33ms
step:1776/6250 train_loss:2.8097 train_time:832375ms step_avg:471.33ms
step:1777/6250 train_loss:2.7407 train_time:832846ms step_avg:471.33ms
step:1778/6250 train_loss:2.7603 train_time:833316ms step_avg:471.33ms
step:1779/6250 train_loss:2.6963 train_time:833787ms step_avg:471.33ms
step:1780/6250 train_loss:2.8072 train_time:834257ms step_avg:471.33ms
step:1781/6250 train_loss:2.7864 train_time:834727ms step_avg:471.33ms
step:1782/6250 train_loss:2.7624 train_time:835200ms step_avg:471.33ms
step:1783/6250 train_loss:2.7672 train_time:835672ms step_avg:471.33ms
step:1784/6250 train_loss:2.6961 train_time:836148ms step_avg:471.33ms
step:1785/6250 train_loss:2.7250 train_time:836619ms step_avg:471.33ms
step:1786/6250 train_loss:2.7328 train_time:837102ms step_avg:471.34ms
step:1787/6250 train_loss:2.7792 train_time:837579ms step_avg:471.34ms
step:1788/6250 train_loss:2.7713 train_time:838059ms step_avg:471.35ms
step:1789/6250 train_loss:2.6143 train_time:838534ms step_avg:471.35ms
step:1790/6250 train_loss:2.7006 train_time:839014ms step_avg:471.36ms
step:1791/6250 train_loss:2.8489 train_time:839496ms step_avg:471.36ms
step:1792/6250 train_loss:2.7439 train_time:839977ms step_avg:471.37ms
step:1793/6250 train_loss:2.7014 train_time:840455ms step_avg:471.37ms
step:1794/6250 train_loss:2.7837 train_time:840933ms step_avg:471.38ms
step:1795/6250 train_loss:2.6979 train_time:841411ms step_avg:471.38ms
step:1796/6250 train_loss:2.7187 train_time:841887ms step_avg:471.38ms
step:1797/6250 train_loss:2.7248 train_time:842361ms step_avg:471.38ms
step:1798/6250 train_loss:2.7113 train_time:842845ms step_avg:471.39ms
step:1799/6250 train_loss:2.8185 train_time:843323ms step_avg:471.39ms
step:1800/6250 train_loss:2.7672 train_time:843800ms step_avg:471.40ms
step:1801/6250 train_loss:2.7706 train_time:844274ms step_avg:471.40ms
step:1802/6250 train_loss:2.7375 train_time:844750ms step_avg:471.40ms
step:1803/6250 train_loss:2.7883 train_time:845226ms step_avg:471.40ms
step:1804/6250 train_loss:2.8357 train_time:845701ms step_avg:471.41ms
step:1805/6250 train_loss:2.8001 train_time:846174ms step_avg:471.41ms
step:1806/6250 train_loss:2.7614 train_time:846649ms step_avg:471.41ms
step:1807/6250 train_loss:2.7985 train_time:847123ms step_avg:471.41ms
step:1808/6250 train_loss:2.6821 train_time:847599ms step_avg:471.41ms
step:1809/6250 train_loss:2.7226 train_time:848071ms step_avg:471.41ms
step:1810/6250 train_loss:2.7461 train_time:848548ms step_avg:471.42ms
step:1811/6250 train_loss:2.8057 train_time:849026ms step_avg:471.42ms
step:1812/6250 train_loss:2.6715 train_time:849506ms step_avg:471.42ms
step:1813/6250 train_loss:2.7675 train_time:849984ms step_avg:471.43ms
step:1814/6250 train_loss:2.7367 train_time:850461ms step_avg:471.43ms
step:1815/6250 train_loss:2.6621 train_time:850935ms step_avg:471.43ms
step:1816/6250 train_loss:2.6905 train_time:851408ms step_avg:471.43ms
step:1817/6250 train_loss:2.7837 train_time:851880ms step_avg:471.43ms
step:1818/6250 train_loss:2.7091 train_time:852352ms step_avg:471.43ms
step:1819/6250 train_loss:2.6784 train_time:852823ms step_avg:471.43ms
step:1820/6250 train_loss:2.7139 train_time:853295ms step_avg:471.43ms
step:1821/6250 train_loss:2.7377 train_time:853767ms step_avg:471.43ms
step:1822/6250 train_loss:2.7636 train_time:854240ms step_avg:471.43ms
step:1823/6250 train_loss:2.7443 train_time:854715ms step_avg:471.44ms
step:1824/6250 train_loss:2.8144 train_time:855187ms step_avg:471.44ms
step:1825/6250 train_loss:2.7383 train_time:855659ms step_avg:471.44ms
step:1826/6250 train_loss:2.7879 train_time:856134ms step_avg:471.44ms
step:1827/6250 train_loss:2.7415 train_time:856606ms step_avg:471.44ms
step:1828/6250 train_loss:2.7322 train_time:857081ms step_avg:471.44ms
step:1829/6250 train_loss:2.9259 train_time:857556ms step_avg:471.44ms
step:1830/6250 train_loss:2.7034 train_time:858030ms step_avg:471.44ms
step:1831/6250 train_loss:2.8094 train_time:858502ms step_avg:471.45ms
step:1832/6250 train_loss:2.6633 train_time:858975ms step_avg:471.45ms
step:1833/6250 train_loss:2.8566 train_time:859457ms step_avg:471.45ms
step:1834/6250 train_loss:2.7836 train_time:859932ms step_avg:471.45ms
step:1835/6250 train_loss:2.7479 train_time:860405ms step_avg:471.45ms
step:1836/6250 train_loss:2.8506 train_time:860880ms step_avg:471.46ms
step:1837/6250 train_loss:2.7396 train_time:861354ms step_avg:471.46ms
step:1838/6250 train_loss:2.7872 train_time:861826ms step_avg:471.46ms
step:1839/6250 train_loss:2.7407 train_time:862308ms step_avg:471.46ms
step:1840/6250 train_loss:2.7245 train_time:862783ms step_avg:471.47ms
step:1841/6250 train_loss:2.7888 train_time:863268ms step_avg:471.47ms
step:1842/6250 train_loss:2.7211 train_time:863746ms step_avg:471.48ms
step:1843/6250 train_loss:2.7951 train_time:864225ms step_avg:471.48ms
step:1844/6250 train_loss:2.8130 train_time:864700ms step_avg:471.48ms
step:1845/6250 train_loss:2.6832 train_time:865172ms step_avg:471.48ms
step:1846/6250 train_loss:2.7765 train_time:865645ms step_avg:471.48ms
step:1847/6250 train_loss:2.7744 train_time:866117ms step_avg:471.48ms
step:1848/6250 train_loss:2.6272 train_time:866588ms step_avg:471.48ms
step:1849/6250 train_loss:2.7878 train_time:867067ms step_avg:471.49ms
step:1850/6250 train_loss:2.7924 train_time:867540ms step_avg:471.49ms
step:1851/6250 train_loss:2.6551 train_time:868013ms step_avg:471.49ms
step:1852/6250 train_loss:2.6811 train_time:868486ms step_avg:471.49ms
step:1853/6250 train_loss:2.7822 train_time:868973ms step_avg:471.50ms
step:1854/6250 train_loss:2.6976 train_time:869458ms step_avg:471.51ms
step:1855/6250 train_loss:2.7030 train_time:869942ms step_avg:471.51ms
step:1856/6250 train_loss:2.8042 train_time:870430ms step_avg:471.52ms
step:1857/6250 train_loss:2.8150 train_time:870916ms step_avg:471.53ms
step:1858/6250 train_loss:2.7019 train_time:871403ms step_avg:471.54ms
step:1859/6250 train_loss:2.8392 train_time:871884ms step_avg:471.54ms
step:1860/6250 train_loss:2.6455 train_time:872365ms step_avg:471.55ms
step:1861/6250 train_loss:2.8745 train_time:872842ms step_avg:471.55ms
step:1862/6250 train_loss:2.7624 train_time:873314ms step_avg:471.55ms
step:1863/6250 train_loss:2.7241 train_time:873787ms step_avg:471.55ms
step:1864/6250 train_loss:2.7822 train_time:874261ms step_avg:471.55ms
step:1865/6250 train_loss:2.6782 train_time:874744ms step_avg:471.56ms
step:1866/6250 train_loss:2.6911 train_time:875226ms step_avg:471.57ms
step:1867/6250 train_loss:2.7612 train_time:875704ms step_avg:471.57ms
step:1868/6250 train_loss:2.6865 train_time:876182ms step_avg:471.57ms
step:1869/6250 train_loss:2.7482 train_time:876661ms step_avg:471.58ms
step:1870/6250 train_loss:2.7740 train_time:877138ms step_avg:471.58ms
step:1871/6250 train_loss:2.7395 train_time:877622ms step_avg:471.59ms
step:1872/6250 train_loss:2.8265 train_time:878103ms step_avg:471.59ms
step:1873/6250 train_loss:2.6428 train_time:878580ms step_avg:471.59ms
step:1874/6250 train_loss:2.7289 train_time:879056ms step_avg:471.60ms
step:1875/6250 train_loss:2.6155 train_time:879531ms step_avg:471.60ms
step:1876/6250 train_loss:2.7921 train_time:880005ms step_avg:471.60ms
step:1877/6250 train_loss:2.7405 train_time:880480ms step_avg:471.60ms
step:1878/6250 train_loss:2.7563 train_time:880956ms step_avg:471.60ms
step:1879/6250 train_loss:2.7977 train_time:881431ms step_avg:471.61ms
step:1880/6250 train_loss:2.7673 train_time:881906ms step_avg:471.61ms
step:1881/6250 train_loss:2.7433 train_time:882377ms step_avg:471.61ms
step:1882/6250 train_loss:2.6926 train_time:882853ms step_avg:471.61ms
step:1883/6250 train_loss:2.8006 train_time:883333ms step_avg:471.61ms
step:1884/6250 train_loss:2.7268 train_time:883824ms step_avg:471.62ms
step:1885/6250 train_loss:2.7251 train_time:884315ms step_avg:471.63ms
step:1886/6250 train_loss:2.7375 train_time:884801ms step_avg:471.64ms
step:1887/6250 train_loss:2.7004 train_time:885273ms step_avg:471.64ms
step:1888/6250 train_loss:2.6814 train_time:885745ms step_avg:471.64ms
step:1889/6250 train_loss:2.7192 train_time:886221ms step_avg:471.65ms
step:1890/6250 train_loss:2.7439 train_time:886705ms step_avg:471.65ms
step:1891/6250 train_loss:2.7304 train_time:887178ms step_avg:471.65ms
step:1892/6250 train_loss:2.7320 train_time:887652ms step_avg:471.65ms
step:1893/6250 train_loss:2.7972 train_time:888125ms step_avg:471.65ms
step:1894/6250 train_loss:2.7702 train_time:888603ms step_avg:471.66ms
step:1895/6250 train_loss:2.7640 train_time:889075ms step_avg:471.66ms
step:1896/6250 train_loss:2.8028 train_time:889547ms step_avg:471.66ms
step:1897/6250 train_loss:2.7089 train_time:890019ms step_avg:471.66ms
step:1898/6250 train_loss:2.7495 train_time:890491ms step_avg:471.66ms
step:1899/6250 train_loss:2.8339 train_time:890963ms step_avg:471.66ms
step:1900/6250 train_loss:2.7310 train_time:891433ms step_avg:471.66ms
step:1901/6250 train_loss:2.6953 train_time:891914ms step_avg:471.66ms
step:1902/6250 train_loss:2.7241 train_time:892393ms step_avg:471.67ms
step:1903/6250 train_loss:2.7443 train_time:892877ms step_avg:471.67ms
step:1904/6250 train_loss:2.7473 train_time:893356ms step_avg:471.68ms
step:1905/6250 train_loss:2.7485 train_time:893836ms step_avg:471.68ms
step:1906/6250 train_loss:2.6956 train_time:894313ms step_avg:471.68ms
step:1907/6250 train_loss:2.8079 train_time:894796ms step_avg:471.69ms
step:1908/6250 train_loss:2.7576 train_time:895278ms step_avg:471.70ms
step:1909/6250 train_loss:2.7000 train_time:895758ms step_avg:471.70ms
step:1910/6250 train_loss:2.7469 train_time:896234ms step_avg:471.70ms
step:1911/6250 train_loss:2.7347 train_time:896709ms step_avg:471.70ms
step:1912/6250 train_loss:2.8708 train_time:897183ms step_avg:471.71ms
step:1913/6250 train_loss:2.6981 train_time:897656ms step_avg:471.71ms
step:1914/6250 train_loss:2.7190 train_time:898133ms step_avg:471.71ms
step:1915/6250 train_loss:2.7625 train_time:898610ms step_avg:471.71ms
step:1916/6250 train_loss:2.8375 train_time:899083ms step_avg:471.71ms
step:1917/6250 train_loss:2.6319 train_time:899563ms step_avg:471.72ms
step:1918/6250 train_loss:2.7970 train_time:900039ms step_avg:471.72ms
step:1919/6250 train_loss:2.7636 train_time:900514ms step_avg:471.72ms
step:1920/6250 train_loss:2.8191 train_time:900989ms step_avg:471.72ms
step:1921/6250 train_loss:2.7443 train_time:901465ms step_avg:471.72ms
step:1922/6250 train_loss:2.7074 train_time:901947ms step_avg:471.73ms
step:1923/6250 train_loss:2.7851 train_time:902422ms step_avg:471.73ms
step:1924/6250 train_loss:2.7725 train_time:902893ms step_avg:471.73ms
step:1925/6250 train_loss:2.8423 train_time:903365ms step_avg:471.73ms
step:1926/6250 train_loss:2.7316 train_time:903840ms step_avg:471.73ms
step:1927/6250 train_loss:2.7016 train_time:904321ms step_avg:471.74ms
step:1928/6250 train_loss:2.7898 train_time:904808ms step_avg:471.75ms
step:1929/6250 train_loss:2.8081 train_time:905284ms step_avg:471.75ms
step:1930/6250 train_loss:2.7473 train_time:905768ms step_avg:471.75ms
step:1931/6250 train_loss:2.7607 train_time:906250ms step_avg:471.76ms
step:1932/6250 train_loss:2.7263 train_time:906739ms step_avg:471.77ms
step:1933/6250 train_loss:2.7211 train_time:907211ms step_avg:471.77ms
step:1934/6250 train_loss:2.8231 train_time:907700ms step_avg:471.78ms
step:1935/6250 train_loss:2.7788 train_time:908182ms step_avg:471.78ms
step:1936/6250 train_loss:2.7898 train_time:908666ms step_avg:471.79ms
step:1937/6250 train_loss:2.7440 train_time:909143ms step_avg:471.79ms
step:1938/6250 train_loss:2.7152 train_time:909626ms step_avg:471.80ms
step:1939/6250 train_loss:2.7410 train_time:910102ms step_avg:471.80ms
step:1940/6250 train_loss:2.7144 train_time:910576ms step_avg:471.80ms
step:1941/6250 train_loss:2.7200 train_time:911061ms step_avg:471.81ms
step:1942/6250 train_loss:2.8743 train_time:911546ms step_avg:471.81ms
step:1943/6250 train_loss:2.7253 train_time:912024ms step_avg:471.82ms
step:1944/6250 train_loss:2.7610 train_time:912502ms step_avg:471.82ms
step:1945/6250 train_loss:2.7272 train_time:912975ms step_avg:471.82ms
step:1946/6250 train_loss:2.8122 train_time:913447ms step_avg:471.82ms
step:1947/6250 train_loss:2.8114 train_time:913926ms step_avg:471.83ms
step:1948/6250 train_loss:2.7475 train_time:914414ms step_avg:471.83ms
step:1949/6250 train_loss:2.6946 train_time:914894ms step_avg:471.84ms
step:1950/6250 train_loss:2.6539 train_time:915373ms step_avg:471.84ms
step:1951/6250 train_loss:2.7078 train_time:915849ms step_avg:471.84ms
step:1952/6250 train_loss:2.7352 train_time:916336ms step_avg:471.85ms
step:1953/6250 train_loss:2.6453 train_time:916820ms step_avg:471.86ms
step:1954/6250 train_loss:2.7244 train_time:917294ms step_avg:471.86ms
step:1955/6250 train_loss:2.7225 train_time:917772ms step_avg:471.86ms
step:1956/6250 train_loss:2.6563 train_time:918244ms step_avg:471.86ms
step:1957/6250 train_loss:2.7375 train_time:918716ms step_avg:471.86ms
step:1958/6250 train_loss:2.7428 train_time:919187ms step_avg:471.86ms
step:1959/6250 train_loss:2.7477 train_time:919660ms step_avg:471.86ms
step:1960/6250 train_loss:2.7771 train_time:920139ms step_avg:471.87ms
step:1961/6250 train_loss:2.7779 train_time:920616ms step_avg:471.87ms
step:1962/6250 train_loss:2.7086 train_time:921089ms step_avg:471.87ms
step:1963/6250 train_loss:2.7825 train_time:921563ms step_avg:471.87ms
step:1964/6250 train_loss:2.7060 train_time:922039ms step_avg:471.87ms
step:1965/6250 train_loss:2.8981 train_time:922527ms step_avg:471.88ms
step:1966/6250 train_loss:2.6896 train_time:923015ms step_avg:471.89ms
step:1967/6250 train_loss:2.7937 train_time:923497ms step_avg:471.89ms
step:1968/6250 train_loss:2.7739 train_time:923975ms step_avg:471.90ms
step:1969/6250 train_loss:2.7275 train_time:924449ms step_avg:471.90ms
step:1970/6250 train_loss:2.7295 train_time:924923ms step_avg:471.90ms
step:1971/6250 train_loss:2.7418 train_time:925393ms step_avg:471.90ms
step:1972/6250 train_loss:2.7426 train_time:925870ms step_avg:471.90ms
step:1973/6250 train_loss:2.7378 train_time:926343ms step_avg:471.90ms
step:1974/6250 train_loss:2.7010 train_time:926815ms step_avg:471.90ms
step:1975/6250 train_loss:2.6877 train_time:927287ms step_avg:471.90ms
step:1976/6250 train_loss:2.7443 train_time:927761ms step_avg:471.90ms
step:1977/6250 train_loss:2.7718 train_time:928238ms step_avg:471.91ms
step:1978/6250 train_loss:2.7053 train_time:928711ms step_avg:471.91ms
step:1979/6250 train_loss:2.6327 train_time:929195ms step_avg:471.91ms
step:1980/6250 train_loss:2.8145 train_time:929673ms step_avg:471.92ms
step:1981/6250 train_loss:2.6671 train_time:930148ms step_avg:471.92ms
step:1982/6250 train_loss:2.7332 train_time:930623ms step_avg:471.92ms
step:1983/6250 train_loss:2.6817 train_time:931100ms step_avg:471.92ms
step:1984/6250 train_loss:2.7539 train_time:931574ms step_avg:471.92ms
step:1985/6250 train_loss:2.8027 train_time:932048ms step_avg:471.92ms
step:1986/6250 train_loss:2.8380 train_time:932524ms step_avg:471.93ms
step:1987/6250 train_loss:2.7678 train_time:933001ms step_avg:471.93ms
step:1988/6250 train_loss:2.7066 train_time:933477ms step_avg:471.93ms
step:1989/6250 train_loss:2.7903 train_time:933954ms step_avg:471.93ms
step:1990/6250 train_loss:2.7837 train_time:934428ms step_avg:471.93ms
step:1991/6250 train_loss:2.6908 train_time:934904ms step_avg:471.94ms
step:1992/6250 train_loss:2.6857 train_time:935379ms step_avg:471.94ms
step:1993/6250 train_loss:2.8689 train_time:935857ms step_avg:471.94ms
step:1994/6250 train_loss:2.8479 train_time:936334ms step_avg:471.94ms
step:1995/6250 train_loss:2.6500 train_time:936816ms step_avg:471.95ms
step:1996/6250 train_loss:2.7183 train_time:937305ms step_avg:471.96ms
step:1997/6250 train_loss:2.7215 train_time:937782ms step_avg:471.96ms
step:1998/6250 train_loss:2.8048 train_time:938257ms step_avg:471.96ms
step:1999/6250 train_loss:2.7956 train_time:938732ms step_avg:471.96ms
step:2000/6250 train_loss:2.7183 train_time:939209ms step_avg:471.96ms
step:2000/6250 val_loss:2.7330 train_time:939209ms step_avg:471.96ms
step:2001/6250 train_loss:2.7873 train_time:939681ms step_avg:471.96ms
step:2002/6250 train_loss:2.7454 train_time:940156ms step_avg:471.97ms
step:2003/6250 train_loss:2.7210 train_time:940612ms step_avg:471.96ms
step:2004/6250 train_loss:2.7619 train_time:941072ms step_avg:471.95ms
step:2005/6250 train_loss:2.6618 train_time:941529ms step_avg:471.94ms
step:2006/6250 train_loss:2.7228 train_time:941988ms step_avg:471.94ms
step:2007/6250 train_loss:2.7996 train_time:942460ms step_avg:471.94ms
step:2008/6250 train_loss:2.7042 train_time:942934ms step_avg:471.94ms
step:2009/6250 train_loss:2.7584 train_time:943421ms step_avg:471.95ms
step:2010/6250 train_loss:2.7054 train_time:943888ms step_avg:471.94ms
step:2011/6250 train_loss:2.7547 train_time:944370ms step_avg:471.95ms
step:2012/6250 train_loss:2.7771 train_time:944841ms step_avg:471.95ms
step:2013/6250 train_loss:2.6928 train_time:945319ms step_avg:471.95ms
step:2014/6250 train_loss:2.6678 train_time:945794ms step_avg:471.95ms
step:2015/6250 train_loss:2.7447 train_time:946271ms step_avg:471.96ms
step:2016/6250 train_loss:2.7711 train_time:946743ms step_avg:471.96ms
step:2017/6250 train_loss:2.7885 train_time:947219ms step_avg:471.96ms
step:2018/6250 train_loss:2.7056 train_time:947682ms step_avg:471.95ms
step:2019/6250 train_loss:2.7513 train_time:948146ms step_avg:471.95ms
step:2020/6250 train_loss:2.7167 train_time:948609ms step_avg:471.94ms
step:2021/6250 train_loss:2.7544 train_time:949085ms step_avg:471.95ms
step:2022/6250 train_loss:2.7248 train_time:949540ms step_avg:471.94ms
step:2023/6250 train_loss:2.6743 train_time:949996ms step_avg:471.93ms
step:2024/6250 train_loss:2.7833 train_time:950452ms step_avg:471.92ms
step:2025/6250 train_loss:2.7678 train_time:950908ms step_avg:471.91ms
step:2026/6250 train_loss:2.7123 train_time:951364ms step_avg:471.91ms
step:2027/6250 train_loss:2.7079 train_time:951820ms step_avg:471.90ms
step:2028/6250 train_loss:2.6865 train_time:952276ms step_avg:471.89ms
step:2029/6250 train_loss:2.7752 train_time:952733ms step_avg:471.88ms
step:2030/6250 train_loss:2.7319 train_time:953190ms step_avg:471.88ms
step:2031/6250 train_loss:2.7862 train_time:953648ms step_avg:471.87ms
step:2032/6250 train_loss:2.7062 train_time:954117ms step_avg:471.87ms
step:2033/6250 train_loss:2.7058 train_time:954573ms step_avg:471.86ms
step:2034/6250 train_loss:2.7913 train_time:955029ms step_avg:471.85ms
step:2035/6250 train_loss:2.7165 train_time:955498ms step_avg:471.85ms
step:2036/6250 train_loss:2.6687 train_time:955956ms step_avg:471.84ms
step:2037/6250 train_loss:2.8040 train_time:956430ms step_avg:471.84ms
step:2038/6250 train_loss:2.7294 train_time:956909ms step_avg:471.85ms
step:2039/6250 train_loss:2.7119 train_time:957392ms step_avg:471.85ms
step:2040/6250 train_loss:2.6534 train_time:957873ms step_avg:471.86ms
step:2041/6250 train_loss:2.7412 train_time:958346ms step_avg:471.86ms
step:2042/6250 train_loss:2.7549 train_time:958803ms step_avg:471.85ms
step:2043/6250 train_loss:2.6933 train_time:959262ms step_avg:471.85ms
step:2044/6250 train_loss:2.6331 train_time:959730ms step_avg:471.84ms
step:2045/6250 train_loss:2.6749 train_time:960190ms step_avg:471.84ms
step:2046/6250 train_loss:2.8296 train_time:960648ms step_avg:471.83ms
step:2047/6250 train_loss:2.7650 train_time:961106ms step_avg:471.82ms
step:2048/6250 train_loss:2.6929 train_time:961563ms step_avg:471.82ms
step:2049/6250 train_loss:2.7405 train_time:962023ms step_avg:471.81ms
step:2050/6250 train_loss:2.6241 train_time:962480ms step_avg:471.80ms
step:2051/6250 train_loss:2.7156 train_time:962938ms step_avg:471.80ms
step:2052/6250 train_loss:2.7105 train_time:963394ms step_avg:471.79ms
step:2053/6250 train_loss:2.6376 train_time:963851ms step_avg:471.78ms
step:2054/6250 train_loss:2.7230 train_time:964309ms step_avg:471.78ms
step:2055/6250 train_loss:2.5882 train_time:964767ms step_avg:471.77ms
step:2056/6250 train_loss:2.8024 train_time:965231ms step_avg:471.76ms
step:2057/6250 train_loss:2.6945 train_time:965689ms step_avg:471.76ms
step:2058/6250 train_loss:2.6762 train_time:966149ms step_avg:471.75ms
step:2059/6250 train_loss:2.7502 train_time:966614ms step_avg:471.75ms
step:2060/6250 train_loss:2.7305 train_time:967072ms step_avg:471.74ms
step:2061/6250 train_loss:2.6690 train_time:967529ms step_avg:471.74ms
step:2062/6250 train_loss:2.7699 train_time:967986ms step_avg:471.73ms
step:2063/6250 train_loss:2.6881 train_time:968441ms step_avg:471.72ms
step:2064/6250 train_loss:2.6647 train_time:968901ms step_avg:471.71ms
step:2065/6250 train_loss:2.7872 train_time:969358ms step_avg:471.71ms
step:2066/6250 train_loss:2.6907 train_time:969815ms step_avg:471.70ms
step:2067/6250 train_loss:2.6957 train_time:970272ms step_avg:471.69ms
step:2068/6250 train_loss:2.6669 train_time:970730ms step_avg:471.69ms
step:2069/6250 train_loss:2.6637 train_time:971187ms step_avg:471.68ms
step:2070/6250 train_loss:2.7606 train_time:971651ms step_avg:471.68ms
step:2071/6250 train_loss:2.7361 train_time:972121ms step_avg:471.67ms
step:2072/6250 train_loss:2.7420 train_time:972592ms step_avg:471.67ms
step:2073/6250 train_loss:2.6895 train_time:973054ms step_avg:471.67ms
step:2074/6250 train_loss:2.7180 train_time:973520ms step_avg:471.67ms
step:2075/6250 train_loss:2.7748 train_time:973984ms step_avg:471.66ms
step:2076/6250 train_loss:2.7210 train_time:974445ms step_avg:471.66ms
step:2077/6250 train_loss:2.7555 train_time:974908ms step_avg:471.65ms
step:2078/6250 train_loss:2.7984 train_time:975369ms step_avg:471.65ms
step:2079/6250 train_loss:2.7884 train_time:975833ms step_avg:471.64ms
step:2080/6250 train_loss:2.6770 train_time:976296ms step_avg:471.64ms
step:2081/6250 train_loss:2.7766 train_time:976756ms step_avg:471.63ms
step:2082/6250 train_loss:2.6944 train_time:977219ms step_avg:471.63ms
step:2083/6250 train_loss:2.8246 train_time:977683ms step_avg:471.63ms
step:2084/6250 train_loss:2.7557 train_time:978145ms step_avg:471.62ms
step:2085/6250 train_loss:2.6669 train_time:978605ms step_avg:471.62ms
step:2086/6250 train_loss:2.6199 train_time:979067ms step_avg:471.61ms
step:2087/6250 train_loss:2.8047 train_time:979527ms step_avg:471.61ms
step:2088/6250 train_loss:2.7602 train_time:979987ms step_avg:471.60ms
step:2089/6250 train_loss:2.7701 train_time:980446ms step_avg:471.60ms
step:2090/6250 train_loss:2.6909 train_time:980907ms step_avg:471.59ms
step:2091/6250 train_loss:2.7729 train_time:981369ms step_avg:471.59ms
step:2092/6250 train_loss:2.7223 train_time:981832ms step_avg:471.58ms
step:2093/6250 train_loss:2.6623 train_time:982301ms step_avg:471.58ms
step:2094/6250 train_loss:2.5590 train_time:982777ms step_avg:471.58ms
step:2095/6250 train_loss:2.7040 train_time:983241ms step_avg:471.58ms
step:2096/6250 train_loss:2.7098 train_time:983698ms step_avg:471.57ms
step:2097/6250 train_loss:2.6866 train_time:984157ms step_avg:471.57ms
step:2098/6250 train_loss:2.7386 train_time:984614ms step_avg:471.56ms
step:2099/6250 train_loss:2.6466 train_time:985072ms step_avg:471.55ms
step:2100/6250 train_loss:2.7275 train_time:985528ms step_avg:471.54ms
step:2101/6250 train_loss:2.6212 train_time:985985ms step_avg:471.54ms
step:2102/6250 train_loss:2.7640 train_time:986441ms step_avg:471.53ms
step:2103/6250 train_loss:2.6423 train_time:986899ms step_avg:471.52ms
step:2104/6250 train_loss:2.7274 train_time:987357ms step_avg:471.52ms
step:2105/6250 train_loss:2.7292 train_time:987816ms step_avg:471.51ms
step:2106/6250 train_loss:2.6502 train_time:988276ms step_avg:471.51ms
step:2107/6250 train_loss:2.6483 train_time:988736ms step_avg:471.50ms
step:2108/6250 train_loss:2.7393 train_time:989195ms step_avg:471.49ms
step:2109/6250 train_loss:2.7114 train_time:989650ms step_avg:471.49ms
step:2110/6250 train_loss:2.7883 train_time:990108ms step_avg:471.48ms
step:2111/6250 train_loss:2.7094 train_time:990564ms step_avg:471.47ms
step:2112/6250 train_loss:2.6617 train_time:991020ms step_avg:471.47ms
step:2113/6250 train_loss:2.7439 train_time:991476ms step_avg:471.46ms
step:2114/6250 train_loss:2.6525 train_time:991934ms step_avg:471.45ms
step:2115/6250 train_loss:2.7206 train_time:992391ms step_avg:471.44ms
step:2116/6250 train_loss:2.6170 train_time:992849ms step_avg:471.44ms
step:2117/6250 train_loss:2.7725 train_time:993305ms step_avg:471.43ms
step:2118/6250 train_loss:2.7102 train_time:993763ms step_avg:471.42ms
step:2119/6250 train_loss:2.7486 train_time:994220ms step_avg:471.42ms
step:2120/6250 train_loss:2.6951 train_time:994677ms step_avg:471.41ms
step:2121/6250 train_loss:2.7738 train_time:995136ms step_avg:471.41ms
step:2122/6250 train_loss:2.6889 train_time:995591ms step_avg:471.40ms
step:2123/6250 train_loss:2.7937 train_time:996051ms step_avg:471.39ms
step:2124/6250 train_loss:2.7609 train_time:996507ms step_avg:471.38ms
step:2125/6250 train_loss:2.7152 train_time:996963ms step_avg:471.38ms
step:2126/6250 train_loss:2.6778 train_time:997419ms step_avg:471.37ms
step:2127/6250 train_loss:2.7454 train_time:997879ms step_avg:471.36ms
step:2128/6250 train_loss:2.6943 train_time:998335ms step_avg:471.36ms
step:2129/6250 train_loss:2.7351 train_time:998796ms step_avg:471.35ms
step:2130/6250 train_loss:2.6918 train_time:999260ms step_avg:471.35ms
step:2131/6250 train_loss:2.6901 train_time:999720ms step_avg:471.34ms
step:2132/6250 train_loss:2.7238 train_time:1000178ms step_avg:471.34ms
step:2133/6250 train_loss:2.7837 train_time:1000635ms step_avg:471.33ms
step:2134/6250 train_loss:2.6266 train_time:1001093ms step_avg:471.32ms
step:2135/6250 train_loss:2.6115 train_time:1001549ms step_avg:471.32ms
step:2136/6250 train_loss:2.5804 train_time:1002008ms step_avg:471.31ms
step:2137/6250 train_loss:2.7378 train_time:1002465ms step_avg:471.30ms
step:2138/6250 train_loss:2.6031 train_time:1002922ms step_avg:471.30ms
step:2139/6250 train_loss:2.7799 train_time:1003377ms step_avg:471.29ms
step:2140/6250 train_loss:2.7489 train_time:1003835ms step_avg:471.28ms
step:2141/6250 train_loss:2.7204 train_time:1004290ms step_avg:471.28ms
step:2142/6250 train_loss:2.7226 train_time:1004748ms step_avg:471.27ms
step:2143/6250 train_loss:2.6780 train_time:1005207ms step_avg:471.26ms
step:2144/6250 train_loss:2.6911 train_time:1005662ms step_avg:471.26ms
step:2145/6250 train_loss:2.7810 train_time:1006121ms step_avg:471.25ms
step:2146/6250 train_loss:2.8195 train_time:1006578ms step_avg:471.24ms
step:2147/6250 train_loss:2.7369 train_time:1007037ms step_avg:471.24ms
step:2148/6250 train_loss:2.7628 train_time:1007493ms step_avg:471.23ms
step:2149/6250 train_loss:2.6996 train_time:1007951ms step_avg:471.23ms
step:2150/6250 train_loss:2.7322 train_time:1008406ms step_avg:471.22ms
step:2151/6250 train_loss:2.8060 train_time:1008863ms step_avg:471.21ms
step:2152/6250 train_loss:2.7023 train_time:1009320ms step_avg:471.20ms
step:2153/6250 train_loss:2.7156 train_time:1009777ms step_avg:471.20ms
step:2154/6250 train_loss:2.7181 train_time:1010245ms step_avg:471.20ms
step:2155/6250 train_loss:2.6453 train_time:1010714ms step_avg:471.20ms
step:2156/6250 train_loss:2.6817 train_time:1011189ms step_avg:471.20ms
step:2157/6250 train_loss:2.6365 train_time:1011654ms step_avg:471.19ms
step:2158/6250 train_loss:2.7341 train_time:1012121ms step_avg:471.19ms
step:2159/6250 train_loss:2.7668 train_time:1012581ms step_avg:471.19ms
step:2160/6250 train_loss:2.7267 train_time:1013047ms step_avg:471.18ms
step:2161/6250 train_loss:2.6618 train_time:1013510ms step_avg:471.18ms
step:2162/6250 train_loss:2.6929 train_time:1013972ms step_avg:471.18ms
step:2163/6250 train_loss:2.8206 train_time:1014437ms step_avg:471.17ms
step:2164/6250 train_loss:2.6031 train_time:1014899ms step_avg:471.17ms
step:2165/6250 train_loss:2.6825 train_time:1015360ms step_avg:471.16ms
step:2166/6250 train_loss:2.7348 train_time:1015820ms step_avg:471.16ms
step:2167/6250 train_loss:2.7423 train_time:1016282ms step_avg:471.16ms
step:2168/6250 train_loss:2.7194 train_time:1016744ms step_avg:471.15ms
step:2169/6250 train_loss:2.7128 train_time:1017207ms step_avg:471.15ms
step:2170/6250 train_loss:2.7257 train_time:1017667ms step_avg:471.14ms
step:2171/6250 train_loss:2.7969 train_time:1018134ms step_avg:471.14ms
step:2172/6250 train_loss:2.7838 train_time:1018596ms step_avg:471.14ms
step:2173/6250 train_loss:2.7445 train_time:1019060ms step_avg:471.13ms
step:2174/6250 train_loss:2.7178 train_time:1019523ms step_avg:471.13ms
step:2175/6250 train_loss:2.6595 train_time:1019986ms step_avg:471.13ms
step:2176/6250 train_loss:2.7658 train_time:1020450ms step_avg:471.12ms
step:2177/6250 train_loss:2.7501 train_time:1020913ms step_avg:471.12ms
step:2178/6250 train_loss:2.7359 train_time:1021376ms step_avg:471.11ms
step:2179/6250 train_loss:2.7187 train_time:1021838ms step_avg:471.11ms
step:2180/6250 train_loss:2.7801 train_time:1022301ms step_avg:471.11ms
step:2181/6250 train_loss:2.6848 train_time:1022762ms step_avg:471.10ms
step:2182/6250 train_loss:2.6994 train_time:1023227ms step_avg:471.10ms
step:2183/6250 train_loss:2.6899 train_time:1023689ms step_avg:471.09ms
step:2184/6250 train_loss:2.7782 train_time:1024154ms step_avg:471.09ms
step:2185/6250 train_loss:2.7244 train_time:1024620ms step_avg:471.09ms
step:2186/6250 train_loss:2.7707 train_time:1025089ms step_avg:471.09ms
step:2187/6250 train_loss:2.7637 train_time:1025547ms step_avg:471.08ms
step:2188/6250 train_loss:2.7158 train_time:1026011ms step_avg:471.08ms
step:2189/6250 train_loss:2.8057 train_time:1026474ms step_avg:471.08ms
step:2190/6250 train_loss:2.7853 train_time:1026936ms step_avg:471.07ms
step:2191/6250 train_loss:2.6799 train_time:1027396ms step_avg:471.07ms
step:2192/6250 train_loss:2.6226 train_time:1027856ms step_avg:471.06ms
step:2193/6250 train_loss:2.8020 train_time:1028317ms step_avg:471.06ms
step:2194/6250 train_loss:2.8048 train_time:1028779ms step_avg:471.05ms
step:2195/6250 train_loss:2.6591 train_time:1029240ms step_avg:471.05ms
step:2196/6250 train_loss:2.8352 train_time:1029702ms step_avg:471.04ms
step:2197/6250 train_loss:2.7480 train_time:1030171ms step_avg:471.04ms
step:2198/6250 train_loss:2.8007 train_time:1030630ms step_avg:471.04ms
step:2199/6250 train_loss:2.7437 train_time:1031092ms step_avg:471.03ms
step:2200/6250 train_loss:2.7423 train_time:1031553ms step_avg:471.03ms
step:2201/6250 train_loss:2.7289 train_time:1032014ms step_avg:471.02ms
step:2202/6250 train_loss:2.7054 train_time:1032474ms step_avg:471.02ms
step:2203/6250 train_loss:2.7392 train_time:1032938ms step_avg:471.02ms
step:2204/6250 train_loss:2.7265 train_time:1033401ms step_avg:471.01ms
step:2205/6250 train_loss:2.7806 train_time:1033862ms step_avg:471.01ms
step:2206/6250 train_loss:2.7440 train_time:1034327ms step_avg:471.01ms
step:2207/6250 train_loss:2.8205 train_time:1034787ms step_avg:471.00ms
step:2208/6250 train_loss:2.5972 train_time:1035249ms step_avg:471.00ms
step:2209/6250 train_loss:2.7650 train_time:1035716ms step_avg:470.99ms
step:2210/6250 train_loss:2.6980 train_time:1036179ms step_avg:470.99ms
step:2211/6250 train_loss:2.7071 train_time:1036632ms step_avg:470.98ms
step:2212/6250 train_loss:2.6179 train_time:1037097ms step_avg:470.98ms
step:2213/6250 train_loss:2.6660 train_time:1037561ms step_avg:470.98ms
step:2214/6250 train_loss:2.6623 train_time:1038025ms step_avg:470.97ms
step:2215/6250 train_loss:2.7052 train_time:1038487ms step_avg:470.97ms
step:2216/6250 train_loss:2.7455 train_time:1038944ms step_avg:470.96ms
step:2217/6250 train_loss:2.7416 train_time:1039409ms step_avg:470.96ms
step:2218/6250 train_loss:2.7049 train_time:1039866ms step_avg:470.95ms
step:2219/6250 train_loss:2.7311 train_time:1040323ms step_avg:470.95ms
step:2220/6250 train_loss:2.6532 train_time:1040783ms step_avg:470.94ms
step:2221/6250 train_loss:2.7735 train_time:1041253ms step_avg:470.94ms
step:2222/6250 train_loss:2.7855 train_time:1041725ms step_avg:470.94ms
step:2223/6250 train_loss:2.6645 train_time:1042190ms step_avg:470.94ms
step:2224/6250 train_loss:2.7124 train_time:1042658ms step_avg:470.94ms
step:2225/6250 train_loss:2.7233 train_time:1043127ms step_avg:470.94ms
step:2226/6250 train_loss:2.7543 train_time:1043592ms step_avg:470.94ms
step:2227/6250 train_loss:2.7766 train_time:1044074ms step_avg:470.94ms
step:2228/6250 train_loss:2.7174 train_time:1044556ms step_avg:470.94ms
step:2229/6250 train_loss:2.7499 train_time:1045032ms step_avg:470.95ms
step:2230/6250 train_loss:2.6715 train_time:1045505ms step_avg:470.95ms
step:2231/6250 train_loss:2.9375 train_time:1045960ms step_avg:470.94ms
step:2232/6250 train_loss:2.8017 train_time:1046417ms step_avg:470.93ms
step:2233/6250 train_loss:2.7284 train_time:1046875ms step_avg:470.93ms
step:2234/6250 train_loss:2.7042 train_time:1047340ms step_avg:470.93ms
step:2235/6250 train_loss:2.7381 train_time:1047796ms step_avg:470.92ms
step:2236/6250 train_loss:2.7629 train_time:1048251ms step_avg:470.91ms
step:2237/6250 train_loss:2.7698 train_time:1048708ms step_avg:470.91ms
step:2238/6250 train_loss:2.7440 train_time:1049165ms step_avg:470.90ms
step:2239/6250 train_loss:2.6296 train_time:1049620ms step_avg:470.89ms
step:2240/6250 train_loss:2.6554 train_time:1050077ms step_avg:470.89ms
step:2241/6250 train_loss:2.6345 train_time:1050534ms step_avg:470.88ms
step:2242/6250 train_loss:2.7178 train_time:1050991ms step_avg:470.87ms
step:2243/6250 train_loss:2.7134 train_time:1051447ms step_avg:470.87ms
step:2244/6250 train_loss:2.7614 train_time:1051912ms step_avg:470.86ms
step:2245/6250 train_loss:2.6687 train_time:1052376ms step_avg:470.86ms
step:2246/6250 train_loss:2.7163 train_time:1052833ms step_avg:470.86ms
step:2247/6250 train_loss:2.7198 train_time:1053300ms step_avg:470.85ms
step:2248/6250 train_loss:2.6820 train_time:1053764ms step_avg:470.85ms
step:2249/6250 train_loss:2.7980 train_time:1054220ms step_avg:470.84ms
step:2250/6250 train_loss:2.6776 train_time:1054683ms step_avg:470.84ms
step:2251/6250 train_loss:2.7155 train_time:1055143ms step_avg:470.84ms
step:2252/6250 train_loss:2.7438 train_time:1055601ms step_avg:470.83ms
step:2253/6250 train_loss:2.7784 train_time:1056058ms step_avg:470.82ms
step:2254/6250 train_loss:2.7004 train_time:1056529ms step_avg:470.82ms
step:2255/6250 train_loss:2.7373 train_time:1056997ms step_avg:470.82ms
step:2256/6250 train_loss:2.7131 train_time:1057468ms step_avg:470.82ms
step:2257/6250 train_loss:2.7119 train_time:1057931ms step_avg:470.82ms
step:2258/6250 train_loss:2.6376 train_time:1058390ms step_avg:470.81ms
step:2259/6250 train_loss:2.7581 train_time:1058863ms step_avg:470.82ms
step:2260/6250 train_loss:2.6563 train_time:1059342ms step_avg:470.82ms
step:2261/6250 train_loss:2.6674 train_time:1059818ms step_avg:470.82ms
step:2262/6250 train_loss:2.7076 train_time:1060283ms step_avg:470.82ms
step:2263/6250 train_loss:2.6679 train_time:1060757ms step_avg:470.82ms
step:2264/6250 train_loss:2.7517 train_time:1061226ms step_avg:470.82ms
step:2265/6250 train_loss:2.7237 train_time:1061698ms step_avg:470.82ms
step:2266/6250 train_loss:2.6804 train_time:1062171ms step_avg:470.82ms
step:2267/6250 train_loss:2.7172 train_time:1062632ms step_avg:470.82ms
step:2268/6250 train_loss:2.7169 train_time:1063102ms step_avg:470.82ms
step:2269/6250 train_loss:2.9418 train_time:1063568ms step_avg:470.81ms
step:2270/6250 train_loss:2.7314 train_time:1064031ms step_avg:470.81ms
step:2271/6250 train_loss:2.7339 train_time:1064502ms step_avg:470.81ms
step:2272/6250 train_loss:2.6833 train_time:1064968ms step_avg:470.81ms
step:2273/6250 train_loss:2.7426 train_time:1065429ms step_avg:470.80ms
step:2274/6250 train_loss:2.7422 train_time:1065899ms step_avg:470.80ms
step:2275/6250 train_loss:2.7309 train_time:1066364ms step_avg:470.80ms
step:2276/6250 train_loss:2.8420 train_time:1066819ms step_avg:470.79ms
step:2277/6250 train_loss:2.7033 train_time:1067275ms step_avg:470.79ms
step:2278/6250 train_loss:2.7517 train_time:1067732ms step_avg:470.78ms
step:2279/6250 train_loss:2.6854 train_time:1068203ms step_avg:470.78ms
step:2280/6250 train_loss:2.7278 train_time:1068677ms step_avg:470.78ms
step:2281/6250 train_loss:2.7241 train_time:1069142ms step_avg:470.78ms
step:2282/6250 train_loss:2.6933 train_time:1069614ms step_avg:470.78ms
step:2283/6250 train_loss:2.6552 train_time:1070088ms step_avg:470.78ms
step:2284/6250 train_loss:2.8746 train_time:1070590ms step_avg:470.80ms
step:2285/6250 train_loss:2.7113 train_time:1071048ms step_avg:470.79ms
step:2286/6250 train_loss:2.7297 train_time:1071510ms step_avg:470.79ms
step:2287/6250 train_loss:2.7444 train_time:1071967ms step_avg:470.78ms
step:2288/6250 train_loss:2.6988 train_time:1072446ms step_avg:470.78ms
step:2289/6250 train_loss:2.6514 train_time:1072910ms step_avg:470.78ms
step:2290/6250 train_loss:2.7741 train_time:1073381ms step_avg:470.78ms
step:2291/6250 train_loss:2.7505 train_time:1073867ms step_avg:470.79ms
step:2292/6250 train_loss:2.7310 train_time:1074341ms step_avg:470.79ms
step:2293/6250 train_loss:2.7233 train_time:1074838ms step_avg:470.80ms
step:2294/6250 train_loss:2.6605 train_time:1075324ms step_avg:470.81ms
step:2295/6250 train_loss:2.7456 train_time:1075791ms step_avg:470.81ms
step:2296/6250 train_loss:2.7939 train_time:1076270ms step_avg:470.81ms
step:2297/6250 train_loss:2.7653 train_time:1076735ms step_avg:470.81ms
step:2298/6250 train_loss:2.7153 train_time:1077191ms step_avg:470.80ms
step:2299/6250 train_loss:2.7402 train_time:1077672ms step_avg:470.80ms
step:2300/6250 train_loss:2.7710 train_time:1078130ms step_avg:470.80ms
step:2301/6250 train_loss:2.7211 train_time:1078585ms step_avg:470.79ms
step:2302/6250 train_loss:2.6538 train_time:1079041ms step_avg:470.79ms
step:2303/6250 train_loss:2.6672 train_time:1079502ms step_avg:470.78ms
step:2304/6250 train_loss:2.6701 train_time:1079960ms step_avg:470.78ms
step:2305/6250 train_loss:2.7393 train_time:1080443ms step_avg:470.78ms
step:2306/6250 train_loss:2.6669 train_time:1080922ms step_avg:470.78ms
step:2307/6250 train_loss:2.6859 train_time:1081395ms step_avg:470.79ms
step:2308/6250 train_loss:2.6742 train_time:1081880ms step_avg:470.79ms
step:2309/6250 train_loss:2.7130 train_time:1082352ms step_avg:470.79ms
step:2310/6250 train_loss:2.6768 train_time:1082833ms step_avg:470.80ms
step:2311/6250 train_loss:2.6908 train_time:1083301ms step_avg:470.80ms
step:2312/6250 train_loss:2.6943 train_time:1083780ms step_avg:470.80ms
step:2313/6250 train_loss:2.7613 train_time:1084244ms step_avg:470.80ms
step:2314/6250 train_loss:2.6478 train_time:1084701ms step_avg:470.79ms
step:2315/6250 train_loss:2.7779 train_time:1085158ms step_avg:470.78ms
step:2316/6250 train_loss:2.7363 train_time:1085612ms step_avg:470.78ms
step:2317/6250 train_loss:2.7704 train_time:1086071ms step_avg:470.77ms
step:2318/6250 train_loss:2.6888 train_time:1086532ms step_avg:470.77ms
step:2319/6250 train_loss:2.7180 train_time:1086995ms step_avg:470.76ms
step:2320/6250 train_loss:2.6647 train_time:1087452ms step_avg:470.76ms
step:2321/6250 train_loss:2.6879 train_time:1087918ms step_avg:470.76ms
step:2322/6250 train_loss:2.6897 train_time:1088374ms step_avg:470.75ms
step:2323/6250 train_loss:2.6671 train_time:1088831ms step_avg:470.74ms
step:2324/6250 train_loss:2.7299 train_time:1089288ms step_avg:470.74ms
step:2325/6250 train_loss:2.7403 train_time:1089746ms step_avg:470.73ms
step:2326/6250 train_loss:2.7483 train_time:1090202ms step_avg:470.73ms
step:2327/6250 train_loss:2.7141 train_time:1090657ms step_avg:470.72ms
step:2328/6250 train_loss:2.6969 train_time:1091112ms step_avg:470.71ms
step:2329/6250 train_loss:2.7319 train_time:1091568ms step_avg:470.71ms
step:2330/6250 train_loss:2.7049 train_time:1092027ms step_avg:470.70ms
step:2331/6250 train_loss:2.6471 train_time:1092482ms step_avg:470.69ms
step:2332/6250 train_loss:2.7790 train_time:1092939ms step_avg:470.69ms
step:2333/6250 train_loss:2.6723 train_time:1093396ms step_avg:470.68ms
step:2334/6250 train_loss:2.6580 train_time:1093853ms step_avg:470.68ms
step:2335/6250 train_loss:2.7090 train_time:1094307ms step_avg:470.67ms
step:2336/6250 train_loss:2.7018 train_time:1094765ms step_avg:470.66ms
step:2337/6250 train_loss:2.7097 train_time:1095221ms step_avg:470.66ms
step:2338/6250 train_loss:2.7289 train_time:1095686ms step_avg:470.66ms
step:2339/6250 train_loss:2.7405 train_time:1096143ms step_avg:470.65ms
step:2340/6250 train_loss:2.7376 train_time:1096599ms step_avg:470.64ms
step:2341/6250 train_loss:2.7366 train_time:1097055ms step_avg:470.64ms
step:2342/6250 train_loss:2.7027 train_time:1097514ms step_avg:470.63ms
step:2343/6250 train_loss:2.7361 train_time:1097972ms step_avg:470.63ms
step:2344/6250 train_loss:2.7029 train_time:1098427ms step_avg:470.62ms
step:2345/6250 train_loss:2.6823 train_time:1098885ms step_avg:470.61ms
step:2346/6250 train_loss:2.8280 train_time:1099341ms step_avg:470.61ms
step:2347/6250 train_loss:2.6315 train_time:1099799ms step_avg:470.60ms
step:2348/6250 train_loss:2.8174 train_time:1100254ms step_avg:470.60ms
step:2349/6250 train_loss:2.7713 train_time:1100710ms step_avg:470.59ms
step:2350/6250 train_loss:2.6252 train_time:1101168ms step_avg:470.58ms
step:2351/6250 train_loss:2.6339 train_time:1101624ms step_avg:470.58ms
step:2352/6250 train_loss:2.7405 train_time:1102081ms step_avg:470.57ms
step:2353/6250 train_loss:2.6904 train_time:1102536ms step_avg:470.57ms
step:2354/6250 train_loss:2.7079 train_time:1102997ms step_avg:470.56ms
step:2355/6250 train_loss:2.6990 train_time:1103464ms step_avg:470.56ms
step:2356/6250 train_loss:2.7306 train_time:1103925ms step_avg:470.56ms
step:2357/6250 train_loss:2.7757 train_time:1104409ms step_avg:470.56ms
step:2358/6250 train_loss:2.6372 train_time:1104872ms step_avg:470.56ms
step:2359/6250 train_loss:2.7325 train_time:1105329ms step_avg:470.55ms
step:2360/6250 train_loss:2.6026 train_time:1105787ms step_avg:470.55ms
step:2361/6250 train_loss:2.8136 train_time:1106243ms step_avg:470.54ms
step:2362/6250 train_loss:2.6762 train_time:1106700ms step_avg:470.54ms
step:2363/6250 train_loss:2.8153 train_time:1107156ms step_avg:470.53ms
step:2364/6250 train_loss:2.6748 train_time:1107611ms step_avg:470.52ms
step:2365/6250 train_loss:2.6612 train_time:1108067ms step_avg:470.52ms
step:2366/6250 train_loss:2.7696 train_time:1108524ms step_avg:470.51ms
step:2367/6250 train_loss:2.7415 train_time:1108981ms step_avg:470.51ms
step:2368/6250 train_loss:2.7050 train_time:1109438ms step_avg:470.50ms
step:2369/6250 train_loss:2.7089 train_time:1109896ms step_avg:470.49ms
step:2370/6250 train_loss:2.6318 train_time:1110364ms step_avg:470.49ms
step:2371/6250 train_loss:2.6602 train_time:1110826ms step_avg:470.49ms
step:2372/6250 train_loss:2.6985 train_time:1111281ms step_avg:470.48ms
step:2373/6250 train_loss:2.7669 train_time:1111740ms step_avg:470.48ms
step:2374/6250 train_loss:2.6888 train_time:1112210ms step_avg:470.48ms
step:2375/6250 train_loss:2.6491 train_time:1112667ms step_avg:470.47ms
step:2376/6250 train_loss:2.6717 train_time:1113144ms step_avg:470.48ms
step:2377/6250 train_loss:2.6947 train_time:1113606ms step_avg:470.47ms
step:2378/6250 train_loss:2.5851 train_time:1114082ms step_avg:470.47ms
step:2379/6250 train_loss:2.7384 train_time:1114566ms step_avg:470.48ms
step:2380/6250 train_loss:2.7123 train_time:1115034ms step_avg:470.48ms
step:2381/6250 train_loss:2.6928 train_time:1115491ms step_avg:470.47ms
step:2382/6250 train_loss:2.6808 train_time:1115974ms step_avg:470.48ms
step:2383/6250 train_loss:2.7755 train_time:1116444ms step_avg:470.48ms
step:2384/6250 train_loss:2.7087 train_time:1116936ms step_avg:470.49ms
step:2385/6250 train_loss:2.7556 train_time:1117406ms step_avg:470.49ms
step:2386/6250 train_loss:2.7682 train_time:1117873ms step_avg:470.49ms
step:2387/6250 train_loss:2.7282 train_time:1118331ms step_avg:470.48ms
step:2388/6250 train_loss:2.6795 train_time:1118791ms step_avg:470.48ms
step:2389/6250 train_loss:2.7573 train_time:1119264ms step_avg:470.48ms
step:2390/6250 train_loss:2.7062 train_time:1119733ms step_avg:470.48ms
step:2391/6250 train_loss:2.6613 train_time:1120191ms step_avg:470.47ms
step:2392/6250 train_loss:2.7369 train_time:1120650ms step_avg:470.47ms
step:2393/6250 train_loss:2.6317 train_time:1121113ms step_avg:470.46ms
step:2394/6250 train_loss:2.7081 train_time:1121581ms step_avg:470.46ms
step:2395/6250 train_loss:2.7664 train_time:1122051ms step_avg:470.46ms
step:2396/6250 train_loss:2.8062 train_time:1122511ms step_avg:470.46ms
step:2397/6250 train_loss:2.6564 train_time:1122981ms step_avg:470.46ms
step:2398/6250 train_loss:2.7478 train_time:1123450ms step_avg:470.46ms
step:2399/6250 train_loss:2.8192 train_time:1123924ms step_avg:470.46ms
step:2400/6250 train_loss:2.7383 train_time:1124406ms step_avg:470.46ms
step:2401/6250 train_loss:2.7452 train_time:1124864ms step_avg:470.46ms
step:2402/6250 train_loss:2.7069 train_time:1125318ms step_avg:470.45ms
step:2403/6250 train_loss:2.7233 train_time:1125774ms step_avg:470.44ms
step:2404/6250 train_loss:2.7481 train_time:1126228ms step_avg:470.44ms
step:2405/6250 train_loss:2.7272 train_time:1126681ms step_avg:470.43ms
step:2406/6250 train_loss:2.7513 train_time:1127137ms step_avg:470.42ms
step:2407/6250 train_loss:2.7400 train_time:1127592ms step_avg:470.42ms
step:2408/6250 train_loss:2.8019 train_time:1128056ms step_avg:470.42ms
step:2409/6250 train_loss:2.6635 train_time:1128512ms step_avg:470.41ms
step:2410/6250 train_loss:2.8172 train_time:1128968ms step_avg:470.40ms
step:2411/6250 train_loss:2.7693 train_time:1129423ms step_avg:470.40ms
step:2412/6250 train_loss:2.7669 train_time:1129878ms step_avg:470.39ms
step:2413/6250 train_loss:2.7877 train_time:1130333ms step_avg:470.38ms
step:2414/6250 train_loss:2.6250 train_time:1130790ms step_avg:470.38ms
step:2415/6250 train_loss:2.7225 train_time:1131245ms step_avg:470.37ms
step:2416/6250 train_loss:2.7336 train_time:1131700ms step_avg:470.37ms
step:2417/6250 train_loss:2.8516 train_time:1132156ms step_avg:470.36ms
step:2418/6250 train_loss:2.6863 train_time:1132611ms step_avg:470.35ms
step:2419/6250 train_loss:2.7509 train_time:1133068ms step_avg:470.35ms
step:2420/6250 train_loss:2.5871 train_time:1133523ms step_avg:470.34ms
step:2421/6250 train_loss:2.6922 train_time:1133980ms step_avg:470.34ms
step:2422/6250 train_loss:2.7114 train_time:1134438ms step_avg:470.33ms
step:2423/6250 train_loss:2.6910 train_time:1134918ms step_avg:470.33ms
step:2424/6250 train_loss:2.7239 train_time:1135389ms step_avg:470.34ms
step:2425/6250 train_loss:2.7130 train_time:1135858ms step_avg:470.33ms
step:2426/6250 train_loss:2.7452 train_time:1136319ms step_avg:470.33ms
step:2427/6250 train_loss:2.6965 train_time:1136775ms step_avg:470.32ms
step:2428/6250 train_loss:2.7678 train_time:1137228ms step_avg:470.32ms
step:2429/6250 train_loss:2.6237 train_time:1137696ms step_avg:470.32ms
step:2430/6250 train_loss:2.6776 train_time:1138149ms step_avg:470.31ms
step:2431/6250 train_loss:2.7059 train_time:1138604ms step_avg:470.30ms
step:2432/6250 train_loss:2.6862 train_time:1139075ms step_avg:470.30ms
step:2433/6250 train_loss:2.7288 train_time:1139533ms step_avg:470.30ms
step:2434/6250 train_loss:2.6732 train_time:1139991ms step_avg:470.29ms
step:2435/6250 train_loss:2.8166 train_time:1140446ms step_avg:470.29ms
step:2436/6250 train_loss:2.7461 train_time:1140901ms step_avg:470.28ms
step:2437/6250 train_loss:2.7101 train_time:1141376ms step_avg:470.28ms
step:2438/6250 train_loss:2.7674 train_time:1141833ms step_avg:470.28ms
step:2439/6250 train_loss:2.7404 train_time:1142287ms step_avg:470.27ms
step:2440/6250 train_loss:2.6663 train_time:1142742ms step_avg:470.26ms
step:2441/6250 train_loss:2.6691 train_time:1143199ms step_avg:470.26ms
step:2442/6250 train_loss:2.6837 train_time:1143654ms step_avg:470.25ms
step:2443/6250 train_loss:2.7325 train_time:1144111ms step_avg:470.25ms
step:2444/6250 train_loss:2.8246 train_time:1144565ms step_avg:470.24ms
step:2445/6250 train_loss:2.6986 train_time:1145034ms step_avg:470.24ms
step:2446/6250 train_loss:2.8135 train_time:1145496ms step_avg:470.24ms
step:2447/6250 train_loss:2.7099 train_time:1145950ms step_avg:470.23ms
step:2448/6250 train_loss:2.7561 train_time:1146408ms step_avg:470.22ms
step:2449/6250 train_loss:2.7283 train_time:1146871ms step_avg:470.22ms
step:2450/6250 train_loss:2.6764 train_time:1147326ms step_avg:470.22ms
step:2451/6250 train_loss:2.7031 train_time:1147784ms step_avg:470.21ms
step:2452/6250 train_loss:2.6439 train_time:1148239ms step_avg:470.20ms
step:2453/6250 train_loss:2.6511 train_time:1148695ms step_avg:470.20ms
step:2454/6250 train_loss:2.7711 train_time:1149154ms step_avg:470.19ms
step:2455/6250 train_loss:2.7291 train_time:1149615ms step_avg:470.19ms
step:2456/6250 train_loss:2.7016 train_time:1150073ms step_avg:470.19ms
step:2457/6250 train_loss:2.6842 train_time:1150538ms step_avg:470.18ms
step:2458/6250 train_loss:2.7219 train_time:1151004ms step_avg:470.18ms
step:2459/6250 train_loss:2.6399 train_time:1151477ms step_avg:470.18ms
step:2460/6250 train_loss:2.7481 train_time:1151934ms step_avg:470.18ms
step:2461/6250 train_loss:2.7093 train_time:1152395ms step_avg:470.17ms
step:2462/6250 train_loss:2.6935 train_time:1152858ms step_avg:470.17ms
step:2463/6250 train_loss:2.7545 train_time:1153326ms step_avg:470.17ms
step:2464/6250 train_loss:2.7319 train_time:1153800ms step_avg:470.17ms
step:2465/6250 train_loss:2.7042 train_time:1154260ms step_avg:470.17ms
step:2466/6250 train_loss:2.7178 train_time:1154741ms step_avg:470.17ms
step:2467/6250 train_loss:2.6588 train_time:1155214ms step_avg:470.17ms
step:2468/6250 train_loss:2.7430 train_time:1155678ms step_avg:470.17ms
step:2469/6250 train_loss:2.7034 train_time:1156158ms step_avg:470.17ms
step:2470/6250 train_loss:2.6770 train_time:1156628ms step_avg:470.17ms
step:2471/6250 train_loss:2.7611 train_time:1157093ms step_avg:470.17ms
step:2472/6250 train_loss:2.7762 train_time:1157561ms step_avg:470.17ms
step:2473/6250 train_loss:2.7415 train_time:1158023ms step_avg:470.17ms
step:2474/6250 train_loss:2.7759 train_time:1158496ms step_avg:470.17ms
step:2475/6250 train_loss:2.6905 train_time:1158960ms step_avg:470.17ms
step:2476/6250 train_loss:2.7110 train_time:1159422ms step_avg:470.16ms
step:2477/6250 train_loss:2.6961 train_time:1159889ms step_avg:470.16ms
step:2478/6250 train_loss:2.7704 train_time:1160355ms step_avg:470.16ms
step:2479/6250 train_loss:2.7276 train_time:1160831ms step_avg:470.16ms
step:2480/6250 train_loss:2.7576 train_time:1161293ms step_avg:470.16ms
step:2481/6250 train_loss:2.7664 train_time:1161750ms step_avg:470.15ms
step:2482/6250 train_loss:2.7962 train_time:1162205ms step_avg:470.15ms
step:2483/6250 train_loss:2.6695 train_time:1162660ms step_avg:470.14ms
step:2484/6250 train_loss:2.7613 train_time:1163114ms step_avg:470.14ms
step:2485/6250 train_loss:2.7166 train_time:1163570ms step_avg:470.13ms
step:2486/6250 train_loss:2.7102 train_time:1164028ms step_avg:470.12ms
step:2487/6250 train_loss:2.6725 train_time:1164484ms step_avg:470.12ms
step:2488/6250 train_loss:2.7188 train_time:1164939ms step_avg:470.11ms
step:2489/6250 train_loss:2.6963 train_time:1165397ms step_avg:470.11ms
step:2490/6250 train_loss:2.7463 train_time:1165857ms step_avg:470.10ms
step:2491/6250 train_loss:2.7684 train_time:1166317ms step_avg:470.10ms
step:2492/6250 train_loss:2.7169 train_time:1166774ms step_avg:470.09ms
step:2493/6250 train_loss:2.8607 train_time:1167232ms step_avg:470.09ms
step:2494/6250 train_loss:2.6518 train_time:1167695ms step_avg:470.09ms
step:2495/6250 train_loss:2.7360 train_time:1168151ms step_avg:470.08ms
step:2496/6250 train_loss:2.7006 train_time:1168629ms step_avg:470.08ms
step:2497/6250 train_loss:2.7073 train_time:1169106ms step_avg:470.09ms
step:2498/6250 train_loss:2.7308 train_time:1169574ms step_avg:470.09ms
step:2499/6250 train_loss:2.7450 train_time:1170039ms step_avg:470.08ms
step:2500/6250 train_loss:2.7836 train_time:1170500ms step_avg:470.08ms
step:2501/6250 train_loss:2.8462 train_time:1170971ms step_avg:470.08ms
step:2502/6250 train_loss:2.6411 train_time:1171442ms step_avg:470.08ms
step:2503/6250 train_loss:2.7084 train_time:1171905ms step_avg:470.08ms
step:2504/6250 train_loss:2.7670 train_time:1172361ms step_avg:470.07ms
step:2505/6250 train_loss:2.7271 train_time:1172821ms step_avg:470.07ms
step:2506/6250 train_loss:2.7209 train_time:1173287ms step_avg:470.07ms
step:2507/6250 train_loss:2.6326 train_time:1173742ms step_avg:470.06ms
step:2508/6250 train_loss:2.6628 train_time:1174198ms step_avg:470.06ms
step:2509/6250 train_loss:2.6998 train_time:1174660ms step_avg:470.05ms
step:2510/6250 train_loss:2.7420 train_time:1175128ms step_avg:470.05ms
step:2511/6250 train_loss:2.7255 train_time:1175583ms step_avg:470.05ms
step:2512/6250 train_loss:2.8270 train_time:1176050ms step_avg:470.04ms
step:2513/6250 train_loss:2.7029 train_time:1176514ms step_avg:470.04ms
step:2514/6250 train_loss:2.7647 train_time:1176970ms step_avg:470.04ms
step:2515/6250 train_loss:2.7212 train_time:1177435ms step_avg:470.03ms
step:2516/6250 train_loss:2.7269 train_time:1177894ms step_avg:470.03ms
step:2517/6250 train_loss:2.6959 train_time:1178350ms step_avg:470.02ms
step:2518/6250 train_loss:2.6931 train_time:1178823ms step_avg:470.03ms
step:2519/6250 train_loss:2.6954 train_time:1179296ms step_avg:470.03ms
step:2520/6250 train_loss:2.6991 train_time:1179767ms step_avg:470.03ms
step:2521/6250 train_loss:2.6435 train_time:1180222ms step_avg:470.02ms
step:2522/6250 train_loss:2.7415 train_time:1180692ms step_avg:470.02ms
step:2523/6250 train_loss:2.7654 train_time:1181154ms step_avg:470.02ms
step:2524/6250 train_loss:2.7169 train_time:1181617ms step_avg:470.01ms
step:2525/6250 train_loss:2.6945 train_time:1182073ms step_avg:470.01ms
step:2526/6250 train_loss:2.6846 train_time:1182528ms step_avg:470.00ms
step:2527/6250 train_loss:2.7255 train_time:1182987ms step_avg:470.00ms
step:2528/6250 train_loss:2.7490 train_time:1183448ms step_avg:470.00ms
step:2529/6250 train_loss:2.6632 train_time:1183912ms step_avg:469.99ms
step:2530/6250 train_loss:2.8235 train_time:1184368ms step_avg:469.99ms
step:2531/6250 train_loss:2.6904 train_time:1184832ms step_avg:469.98ms
step:2532/6250 train_loss:2.7607 train_time:1185295ms step_avg:469.98ms
step:2533/6250 train_loss:2.7901 train_time:1185764ms step_avg:469.98ms
step:2534/6250 train_loss:2.6521 train_time:1186227ms step_avg:469.98ms
step:2535/6250 train_loss:2.8519 train_time:1186694ms step_avg:469.98ms
step:2536/6250 train_loss:2.7842 train_time:1187151ms step_avg:469.97ms
step:2537/6250 train_loss:2.6399 train_time:1187607ms step_avg:469.97ms
step:2538/6250 train_loss:2.6899 train_time:1188072ms step_avg:469.97ms
step:2539/6250 train_loss:2.6746 train_time:1188532ms step_avg:469.96ms
step:2540/6250 train_loss:2.7047 train_time:1188995ms step_avg:469.96ms
step:2541/6250 train_loss:2.6247 train_time:1189461ms step_avg:469.96ms
step:2542/6250 train_loss:2.6665 train_time:1189926ms step_avg:469.95ms
step:2543/6250 train_loss:2.6543 train_time:1190387ms step_avg:469.95ms
step:2544/6250 train_loss:2.6206 train_time:1190861ms step_avg:469.95ms
step:2545/6250 train_loss:2.6601 train_time:1191338ms step_avg:469.96ms
step:2546/6250 train_loss:2.7479 train_time:1191809ms step_avg:469.96ms
step:2547/6250 train_loss:2.6167 train_time:1192268ms step_avg:469.95ms
step:2548/6250 train_loss:2.6923 train_time:1192723ms step_avg:469.95ms
step:2549/6250 train_loss:2.6887 train_time:1193179ms step_avg:469.94ms
step:2550/6250 train_loss:2.7219 train_time:1193633ms step_avg:469.93ms
step:2551/6250 train_loss:2.7957 train_time:1194099ms step_avg:469.93ms
step:2552/6250 train_loss:2.7219 train_time:1194555ms step_avg:469.93ms
step:2553/6250 train_loss:2.6574 train_time:1195011ms step_avg:469.92ms
step:2554/6250 train_loss:2.6948 train_time:1195475ms step_avg:469.92ms
step:2555/6250 train_loss:2.6948 train_time:1195946ms step_avg:469.92ms
step:2556/6250 train_loss:2.7085 train_time:1196429ms step_avg:469.93ms
step:2557/6250 train_loss:2.7140 train_time:1196902ms step_avg:469.93ms
step:2558/6250 train_loss:2.7338 train_time:1197356ms step_avg:469.92ms
step:2559/6250 train_loss:2.6576 train_time:1197820ms step_avg:469.92ms
step:2560/6250 train_loss:2.6794 train_time:1198284ms step_avg:469.92ms
step:2561/6250 train_loss:2.6829 train_time:1198742ms step_avg:469.91ms
step:2562/6250 train_loss:2.6955 train_time:1199198ms step_avg:469.91ms
step:2563/6250 train_loss:2.6471 train_time:1199659ms step_avg:469.90ms
step:2564/6250 train_loss:2.6327 train_time:1200123ms step_avg:469.90ms
step:2565/6250 train_loss:2.7451 train_time:1200578ms step_avg:469.89ms
step:2566/6250 train_loss:2.7190 train_time:1201034ms step_avg:469.89ms
step:2567/6250 train_loss:2.7066 train_time:1201488ms step_avg:469.88ms
step:2568/6250 train_loss:2.6211 train_time:1201953ms step_avg:469.88ms
step:2569/6250 train_loss:2.7187 train_time:1202408ms step_avg:469.87ms
step:2570/6250 train_loss:2.7735 train_time:1202864ms step_avg:469.87ms
step:2571/6250 train_loss:2.7626 train_time:1203327ms step_avg:469.87ms
step:2572/6250 train_loss:2.6176 train_time:1203797ms step_avg:469.87ms
step:2573/6250 train_loss:2.7333 train_time:1204256ms step_avg:469.86ms
step:2574/6250 train_loss:2.6507 train_time:1204711ms step_avg:469.86ms
step:2575/6250 train_loss:2.7165 train_time:1205167ms step_avg:469.85ms
step:2576/6250 train_loss:2.7675 train_time:1205621ms step_avg:469.84ms
step:2577/6250 train_loss:2.7266 train_time:1206077ms step_avg:469.84ms
step:2578/6250 train_loss:2.7709 train_time:1206536ms step_avg:469.84ms
step:2579/6250 train_loss:2.6852 train_time:1207005ms step_avg:469.83ms
step:2580/6250 train_loss:2.6967 train_time:1207482ms step_avg:469.84ms
step:2581/6250 train_loss:2.7186 train_time:1207970ms step_avg:469.84ms
step:2582/6250 train_loss:2.6345 train_time:1208447ms step_avg:469.85ms
step:2583/6250 train_loss:2.7089 train_time:1208916ms step_avg:469.85ms
step:2584/6250 train_loss:2.7174 train_time:1209387ms step_avg:469.85ms
step:2585/6250 train_loss:2.7086 train_time:1209857ms step_avg:469.85ms
step:2586/6250 train_loss:2.6982 train_time:1210314ms step_avg:469.84ms
step:2587/6250 train_loss:2.7087 train_time:1210776ms step_avg:469.84ms
step:2588/6250 train_loss:2.6564 train_time:1211249ms step_avg:469.84ms
step:2589/6250 train_loss:2.7875 train_time:1211719ms step_avg:469.84ms
step:2590/6250 train_loss:2.6444 train_time:1212180ms step_avg:469.84ms
step:2591/6250 train_loss:2.6898 train_time:1212653ms step_avg:469.84ms
step:2592/6250 train_loss:2.7466 train_time:1213110ms step_avg:469.83ms
step:2593/6250 train_loss:2.7199 train_time:1213564ms step_avg:469.83ms
step:2594/6250 train_loss:2.7025 train_time:1214019ms step_avg:469.82ms
step:2595/6250 train_loss:2.6898 train_time:1214473ms step_avg:469.82ms
step:2596/6250 train_loss:2.6937 train_time:1214928ms step_avg:469.81ms
step:2597/6250 train_loss:2.8030 train_time:1215382ms step_avg:469.80ms
step:2598/6250 train_loss:2.6625 train_time:1215853ms step_avg:469.80ms
step:2599/6250 train_loss:2.6614 train_time:1216309ms step_avg:469.80ms
step:2600/6250 train_loss:2.6247 train_time:1216766ms step_avg:469.79ms
step:2601/6250 train_loss:2.6710 train_time:1217219ms step_avg:469.79ms
step:2602/6250 train_loss:2.6619 train_time:1217674ms step_avg:469.78ms
step:2603/6250 train_loss:2.7360 train_time:1218130ms step_avg:469.78ms
step:2604/6250 train_loss:2.6858 train_time:1218583ms step_avg:469.77ms
step:2605/6250 train_loss:2.7715 train_time:1219042ms step_avg:469.77ms
step:2606/6250 train_loss:2.7014 train_time:1219495ms step_avg:469.76ms
step:2607/6250 train_loss:2.8216 train_time:1219960ms step_avg:469.76ms
step:2608/6250 train_loss:2.6584 train_time:1220414ms step_avg:469.75ms
step:2609/6250 train_loss:2.7065 train_time:1220870ms step_avg:469.75ms
step:2610/6250 train_loss:2.7264 train_time:1221336ms step_avg:469.74ms
step:2611/6250 train_loss:2.6894 train_time:1221809ms step_avg:469.75ms
step:2612/6250 train_loss:2.7320 train_time:1222297ms step_avg:469.75ms
step:2613/6250 train_loss:2.6793 train_time:1222761ms step_avg:469.75ms
step:2614/6250 train_loss:2.8062 train_time:1223239ms step_avg:469.75ms
step:2615/6250 train_loss:2.6279 train_time:1223703ms step_avg:469.75ms
step:2616/6250 train_loss:2.7288 train_time:1224159ms step_avg:469.75ms
step:2617/6250 train_loss:2.7678 train_time:1224613ms step_avg:469.74ms
step:2618/6250 train_loss:2.7550 train_time:1225070ms step_avg:469.74ms
step:2619/6250 train_loss:2.6539 train_time:1225525ms step_avg:469.73ms
step:2620/6250 train_loss:2.6691 train_time:1225987ms step_avg:469.73ms
step:2621/6250 train_loss:2.6632 train_time:1226440ms step_avg:469.72ms
step:2622/6250 train_loss:2.7026 train_time:1226901ms step_avg:469.72ms
step:2623/6250 train_loss:2.5789 train_time:1227357ms step_avg:469.71ms
step:2624/6250 train_loss:2.6880 train_time:1227812ms step_avg:469.71ms
step:2625/6250 train_loss:2.7895 train_time:1228267ms step_avg:469.70ms
step:2626/6250 train_loss:2.6835 train_time:1228722ms step_avg:469.70ms
step:2627/6250 train_loss:2.6923 train_time:1229179ms step_avg:469.69ms
step:2628/6250 train_loss:2.6842 train_time:1229634ms step_avg:469.68ms
step:2629/6250 train_loss:2.7426 train_time:1230091ms step_avg:469.68ms
step:2630/6250 train_loss:2.7264 train_time:1230545ms step_avg:469.67ms
step:2631/6250 train_loss:2.6489 train_time:1231002ms step_avg:469.67ms
step:2632/6250 train_loss:2.6799 train_time:1231456ms step_avg:469.66ms
step:2633/6250 train_loss:2.6323 train_time:1231912ms step_avg:469.66ms
step:2634/6250 train_loss:2.7586 train_time:1232367ms step_avg:469.65ms
step:2635/6250 train_loss:2.7580 train_time:1232823ms step_avg:469.65ms
step:2636/6250 train_loss:2.6722 train_time:1233277ms step_avg:469.64ms
step:2637/6250 train_loss:2.7175 train_time:1233731ms step_avg:469.63ms
step:2638/6250 train_loss:2.6754 train_time:1234195ms step_avg:469.63ms
step:2639/6250 train_loss:2.6933 train_time:1234652ms step_avg:469.63ms
step:2640/6250 train_loss:2.7669 train_time:1235125ms step_avg:469.63ms
step:2641/6250 train_loss:2.6674 train_time:1235579ms step_avg:469.62ms
step:2642/6250 train_loss:2.6828 train_time:1236044ms step_avg:469.62ms
step:2643/6250 train_loss:2.7568 train_time:1236498ms step_avg:469.62ms
step:2644/6250 train_loss:2.6177 train_time:1236958ms step_avg:469.61ms
step:2645/6250 train_loss:2.6348 train_time:1237417ms step_avg:469.61ms
step:2646/6250 train_loss:2.5825 train_time:1237898ms step_avg:469.61ms
step:2647/6250 train_loss:2.8097 train_time:1238382ms step_avg:469.62ms
step:2648/6250 train_loss:2.7740 train_time:1238857ms step_avg:469.62ms
step:2649/6250 train_loss:2.7149 train_time:1239311ms step_avg:469.61ms
step:2650/6250 train_loss:2.7206 train_time:1239765ms step_avg:469.61ms
step:2651/6250 train_loss:2.7562 train_time:1240221ms step_avg:469.60ms
step:2652/6250 train_loss:2.8026 train_time:1240675ms step_avg:469.60ms
step:2653/6250 train_loss:2.7188 train_time:1241133ms step_avg:469.59ms
step:2654/6250 train_loss:2.6727 train_time:1241587ms step_avg:469.59ms
step:2655/6250 train_loss:2.7080 train_time:1242043ms step_avg:469.58ms
step:2656/6250 train_loss:2.7562 train_time:1242497ms step_avg:469.58ms
step:2657/6250 train_loss:2.7512 train_time:1242952ms step_avg:469.57ms
step:2658/6250 train_loss:2.7347 train_time:1243408ms step_avg:469.57ms
step:2659/6250 train_loss:2.5797 train_time:1243874ms step_avg:469.56ms
step:2660/6250 train_loss:2.7219 train_time:1244332ms step_avg:469.56ms
step:2661/6250 train_loss:2.6357 train_time:1244796ms step_avg:469.56ms
step:2662/6250 train_loss:2.6975 train_time:1245252ms step_avg:469.55ms
step:2663/6250 train_loss:2.7453 train_time:1245706ms step_avg:469.55ms
step:2664/6250 train_loss:2.6690 train_time:1246170ms step_avg:469.54ms
step:2665/6250 train_loss:2.6340 train_time:1246625ms step_avg:469.54ms
step:2666/6250 train_loss:2.7215 train_time:1247087ms step_avg:469.54ms
step:2667/6250 train_loss:2.7829 train_time:1247543ms step_avg:469.53ms
step:2668/6250 train_loss:2.6999 train_time:1247999ms step_avg:469.53ms
step:2669/6250 train_loss:2.6447 train_time:1248453ms step_avg:469.52ms
step:2670/6250 train_loss:2.7225 train_time:1248910ms step_avg:469.52ms
step:2671/6250 train_loss:2.6837 train_time:1249372ms step_avg:469.51ms
step:2672/6250 train_loss:2.6719 train_time:1249827ms step_avg:469.51ms
step:2673/6250 train_loss:2.6569 train_time:1250291ms step_avg:469.50ms
step:2674/6250 train_loss:2.8417 train_time:1250746ms step_avg:469.50ms
step:2675/6250 train_loss:2.6664 train_time:1251204ms step_avg:469.49ms
step:2676/6250 train_loss:2.6032 train_time:1251659ms step_avg:469.49ms
step:2677/6250 train_loss:2.7724 train_time:1252116ms step_avg:469.48ms
step:2678/6250 train_loss:2.6805 train_time:1252570ms step_avg:469.48ms
step:2679/6250 train_loss:2.6682 train_time:1253025ms step_avg:469.47ms
step:2680/6250 train_loss:2.7214 train_time:1253479ms step_avg:469.47ms
step:2681/6250 train_loss:2.7486 train_time:1253936ms step_avg:469.46ms
step:2682/6250 train_loss:2.6336 train_time:1254392ms step_avg:469.46ms
step:2683/6250 train_loss:2.6706 train_time:1254847ms step_avg:469.45ms
step:2684/6250 train_loss:2.6011 train_time:1255302ms step_avg:469.45ms
step:2685/6250 train_loss:2.6725 train_time:1255757ms step_avg:469.44ms
step:2686/6250 train_loss:2.7021 train_time:1256213ms step_avg:469.44ms
step:2687/6250 train_loss:2.7535 train_time:1256673ms step_avg:469.43ms
step:2688/6250 train_loss:2.6191 train_time:1257141ms step_avg:469.43ms
step:2689/6250 train_loss:2.6606 train_time:1257605ms step_avg:469.43ms
step:2690/6250 train_loss:2.6668 train_time:1258081ms step_avg:469.43ms
step:2691/6250 train_loss:2.6743 train_time:1258546ms step_avg:469.43ms
step:2692/6250 train_loss:2.7428 train_time:1259003ms step_avg:469.43ms
step:2693/6250 train_loss:2.7288 train_time:1259456ms step_avg:469.42ms
step:2694/6250 train_loss:2.6427 train_time:1259922ms step_avg:469.42ms
step:2695/6250 train_loss:2.7040 train_time:1260402ms step_avg:469.42ms
step:2696/6250 train_loss:2.7506 train_time:1260860ms step_avg:469.42ms
step:2697/6250 train_loss:2.6418 train_time:1261315ms step_avg:469.41ms
step:2698/6250 train_loss:2.6476 train_time:1261769ms step_avg:469.41ms
step:2699/6250 train_loss:2.6466 train_time:1262225ms step_avg:469.40ms
step:2700/6250 train_loss:2.7259 train_time:1262681ms step_avg:469.40ms
step:2701/6250 train_loss:2.7453 train_time:1263137ms step_avg:469.39ms
step:2702/6250 train_loss:2.6315 train_time:1263592ms step_avg:469.39ms
step:2703/6250 train_loss:2.6629 train_time:1264047ms step_avg:469.38ms
step:2704/6250 train_loss:2.5732 train_time:1264503ms step_avg:469.38ms
step:2705/6250 train_loss:2.6382 train_time:1264960ms step_avg:469.37ms
step:2706/6250 train_loss:2.6432 train_time:1265416ms step_avg:469.37ms
step:2707/6250 train_loss:2.6255 train_time:1265875ms step_avg:469.36ms
step:2708/6250 train_loss:2.6829 train_time:1266342ms step_avg:469.36ms
step:2709/6250 train_loss:2.5906 train_time:1266805ms step_avg:469.36ms
step:2710/6250 train_loss:2.6896 train_time:1267269ms step_avg:469.36ms
step:2711/6250 train_loss:2.6883 train_time:1267725ms step_avg:469.35ms
step:2712/6250 train_loss:2.7232 train_time:1268185ms step_avg:469.35ms
step:2713/6250 train_loss:2.7664 train_time:1268644ms step_avg:469.35ms
step:2714/6250 train_loss:2.7304 train_time:1269100ms step_avg:469.34ms
step:2715/6250 train_loss:2.6288 train_time:1269563ms step_avg:469.34ms
step:2716/6250 train_loss:2.5680 train_time:1270029ms step_avg:469.34ms
step:2717/6250 train_loss:2.8380 train_time:1270493ms step_avg:469.34ms
step:2718/6250 train_loss:2.5904 train_time:1270957ms step_avg:469.33ms
step:2719/6250 train_loss:2.7435 train_time:1271414ms step_avg:469.33ms
step:2720/6250 train_loss:2.7481 train_time:1271885ms step_avg:469.33ms
step:2721/6250 train_loss:2.6873 train_time:1272361ms step_avg:469.33ms
step:2722/6250 train_loss:2.6723 train_time:1272839ms step_avg:469.34ms
step:2723/6250 train_loss:2.6063 train_time:1273313ms step_avg:469.34ms
step:2724/6250 train_loss:2.7093 train_time:1273777ms step_avg:469.34ms
step:2725/6250 train_loss:2.6045 train_time:1274252ms step_avg:469.34ms
step:2726/6250 train_loss:2.6840 train_time:1274722ms step_avg:469.34ms
step:2727/6250 train_loss:2.7080 train_time:1275202ms step_avg:469.34ms
step:2728/6250 train_loss:2.6179 train_time:1275684ms step_avg:469.35ms
step:2729/6250 train_loss:2.8265 train_time:1276166ms step_avg:469.35ms
step:2730/6250 train_loss:2.6891 train_time:1276638ms step_avg:469.35ms
step:2731/6250 train_loss:2.6641 train_time:1277104ms step_avg:469.35ms
step:2732/6250 train_loss:2.6787 train_time:1277567ms step_avg:469.35ms
step:2733/6250 train_loss:2.7465 train_time:1278045ms step_avg:469.35ms
step:2734/6250 train_loss:2.7101 train_time:1278518ms step_avg:469.35ms
step:2735/6250 train_loss:2.6698 train_time:1278988ms step_avg:469.35ms
step:2736/6250 train_loss:2.6941 train_time:1279475ms step_avg:469.36ms
step:2737/6250 train_loss:2.6299 train_time:1279958ms step_avg:469.36ms
step:2738/6250 train_loss:2.6623 train_time:1280439ms step_avg:469.37ms
step:2739/6250 train_loss:2.6565 train_time:1280905ms step_avg:469.37ms
step:2740/6250 train_loss:2.7101 train_time:1281369ms step_avg:469.37ms
step:2741/6250 train_loss:2.6590 train_time:1281828ms step_avg:469.36ms
step:2742/6250 train_loss:2.6771 train_time:1282285ms step_avg:469.36ms
step:2743/6250 train_loss:2.6684 train_time:1282742ms step_avg:469.35ms
step:2744/6250 train_loss:2.7005 train_time:1283205ms step_avg:469.35ms
step:2745/6250 train_loss:2.6769 train_time:1283660ms step_avg:469.35ms
step:2746/6250 train_loss:2.6478 train_time:1284117ms step_avg:469.34ms
step:2747/6250 train_loss:2.7345 train_time:1284573ms step_avg:469.34ms
step:2748/6250 train_loss:2.6254 train_time:1285030ms step_avg:469.33ms
step:2749/6250 train_loss:2.6849 train_time:1285494ms step_avg:469.33ms
step:2750/6250 train_loss:2.6842 train_time:1285960ms step_avg:469.33ms
step:2751/6250 train_loss:2.6897 train_time:1286416ms step_avg:469.32ms
step:2752/6250 train_loss:2.6687 train_time:1286885ms step_avg:469.32ms
step:2753/6250 train_loss:2.6701 train_time:1287347ms step_avg:469.32ms
step:2754/6250 train_loss:2.6274 train_time:1287811ms step_avg:469.32ms
step:2755/6250 train_loss:2.6824 train_time:1288275ms step_avg:469.32ms
step:2756/6250 train_loss:2.6738 train_time:1288732ms step_avg:469.31ms
step:2757/6250 train_loss:2.5956 train_time:1289194ms step_avg:469.31ms
step:2758/6250 train_loss:2.5924 train_time:1289652ms step_avg:469.31ms
step:2759/6250 train_loss:2.5835 train_time:1290109ms step_avg:469.30ms
step:2760/6250 train_loss:2.6046 train_time:1290565ms step_avg:469.30ms
step:2761/6250 train_loss:2.6622 train_time:1291020ms step_avg:469.29ms
step:2762/6250 train_loss:2.7443 train_time:1291476ms step_avg:469.29ms
step:2763/6250 train_loss:2.6108 train_time:1291934ms step_avg:469.28ms
step:2764/6250 train_loss:2.6504 train_time:1292399ms step_avg:469.28ms
step:2765/6250 train_loss:2.6397 train_time:1292881ms step_avg:469.29ms
step:2766/6250 train_loss:2.6471 train_time:1293338ms step_avg:469.28ms
step:2767/6250 train_loss:2.7003 train_time:1293795ms step_avg:469.28ms
step:2768/6250 train_loss:2.7286 train_time:1294261ms step_avg:469.28ms
step:2769/6250 train_loss:2.7101 train_time:1294725ms step_avg:469.27ms
step:2770/6250 train_loss:2.8389 train_time:1295186ms step_avg:469.27ms
step:2771/6250 train_loss:2.6978 train_time:1295642ms step_avg:469.27ms
step:2772/6250 train_loss:2.7363 train_time:1296102ms step_avg:469.26ms
step:2773/6250 train_loss:2.6676 train_time:1296601ms step_avg:469.27ms
step:2774/6250 train_loss:2.6656 train_time:1297098ms step_avg:469.28ms
step:2775/6250 train_loss:2.7087 train_time:1297581ms step_avg:469.29ms
step:2776/6250 train_loss:2.6382 train_time:1298048ms step_avg:469.29ms
step:2777/6250 train_loss:2.8141 train_time:1298515ms step_avg:469.29ms
step:2778/6250 train_loss:2.6868 train_time:1298992ms step_avg:469.29ms
step:2779/6250 train_loss:2.6667 train_time:1299448ms step_avg:469.28ms
step:2780/6250 train_loss:2.7748 train_time:1299904ms step_avg:469.28ms
step:2781/6250 train_loss:2.6753 train_time:1300358ms step_avg:469.27ms
step:2782/6250 train_loss:2.7275 train_time:1300816ms step_avg:469.27ms
step:2783/6250 train_loss:2.6687 train_time:1301271ms step_avg:469.26ms
step:2784/6250 train_loss:2.5225 train_time:1301726ms step_avg:469.26ms
step:2785/6250 train_loss:2.5604 train_time:1302184ms step_avg:469.26ms
step:2786/6250 train_loss:2.6908 train_time:1302639ms step_avg:469.25ms
step:2787/6250 train_loss:2.7321 train_time:1303096ms step_avg:469.25ms
step:2788/6250 train_loss:2.7419 train_time:1303550ms step_avg:469.24ms
step:2789/6250 train_loss:2.6715 train_time:1304007ms step_avg:469.24ms
step:2790/6250 train_loss:2.6894 train_time:1304466ms step_avg:469.23ms
step:2791/6250 train_loss:2.7481 train_time:1304927ms step_avg:469.23ms
step:2792/6250 train_loss:2.6814 train_time:1305384ms step_avg:469.23ms
step:2793/6250 train_loss:2.6649 train_time:1305847ms step_avg:469.22ms
step:2794/6250 train_loss:2.5469 train_time:1306302ms step_avg:469.22ms
step:2795/6250 train_loss:2.6956 train_time:1306759ms step_avg:469.21ms
step:2796/6250 train_loss:2.6448 train_time:1307216ms step_avg:469.21ms
step:2797/6250 train_loss:2.7164 train_time:1307672ms step_avg:469.20ms
step:2798/6250 train_loss:2.5954 train_time:1308128ms step_avg:469.20ms
step:2799/6250 train_loss:2.6616 train_time:1308590ms step_avg:469.20ms
step:2800/6250 train_loss:2.7851 train_time:1309048ms step_avg:469.19ms
step:2801/6250 train_loss:2.7160 train_time:1309509ms step_avg:469.19ms
step:2802/6250 train_loss:2.7339 train_time:1309971ms step_avg:469.19ms
step:2803/6250 train_loss:2.7469 train_time:1310427ms step_avg:469.18ms
step:2804/6250 train_loss:2.6437 train_time:1310885ms step_avg:469.18ms
step:2805/6250 train_loss:2.6691 train_time:1311351ms step_avg:469.18ms
step:2806/6250 train_loss:2.7663 train_time:1311815ms step_avg:469.18ms
step:2807/6250 train_loss:2.7470 train_time:1312279ms step_avg:469.17ms
step:2808/6250 train_loss:2.6655 train_time:1312734ms step_avg:469.17ms
step:2809/6250 train_loss:2.6004 train_time:1313197ms step_avg:469.17ms
step:2810/6250 train_loss:2.6848 train_time:1313660ms step_avg:469.16ms
step:2811/6250 train_loss:2.6384 train_time:1314133ms step_avg:469.17ms
step:2812/6250 train_loss:2.7241 train_time:1314596ms step_avg:469.16ms
step:2813/6250 train_loss:2.8278 train_time:1315056ms step_avg:469.16ms
step:2814/6250 train_loss:2.7708 train_time:1315513ms step_avg:469.16ms
step:2815/6250 train_loss:2.7544 train_time:1315970ms step_avg:469.15ms
step:2816/6250 train_loss:2.6480 train_time:1316440ms step_avg:469.15ms
step:2817/6250 train_loss:2.6112 train_time:1316917ms step_avg:469.15ms
step:2818/6250 train_loss:2.6952 train_time:1317392ms step_avg:469.16ms
step:2819/6250 train_loss:2.7001 train_time:1317865ms step_avg:469.16ms
step:2820/6250 train_loss:2.6115 train_time:1318330ms step_avg:469.16ms
step:2821/6250 train_loss:2.6313 train_time:1318787ms step_avg:469.15ms
step:2822/6250 train_loss:2.7000 train_time:1319243ms step_avg:469.15ms
step:2823/6250 train_loss:2.8051 train_time:1319716ms step_avg:469.15ms
step:2824/6250 train_loss:2.6733 train_time:1320172ms step_avg:469.14ms
step:2825/6250 train_loss:2.7058 train_time:1320634ms step_avg:469.14ms
step:2826/6250 train_loss:2.7261 train_time:1321093ms step_avg:469.14ms
step:2827/6250 train_loss:2.6675 train_time:1321549ms step_avg:469.13ms
step:2828/6250 train_loss:2.6086 train_time:1322014ms step_avg:469.13ms
step:2829/6250 train_loss:2.7432 train_time:1322477ms step_avg:469.13ms
step:2830/6250 train_loss:2.6108 train_time:1322941ms step_avg:469.13ms
step:2831/6250 train_loss:2.6873 train_time:1323399ms step_avg:469.12ms
step:2832/6250 train_loss:2.6824 train_time:1323868ms step_avg:469.12ms
step:2833/6250 train_loss:2.6431 train_time:1324352ms step_avg:469.13ms
step:2834/6250 train_loss:2.6610 train_time:1324822ms step_avg:469.13ms
step:2835/6250 train_loss:2.7613 train_time:1325296ms step_avg:469.13ms
step:2836/6250 train_loss:2.7324 train_time:1325788ms step_avg:469.14ms
step:2837/6250 train_loss:2.7241 train_time:1326244ms step_avg:469.13ms
step:2838/6250 train_loss:2.6633 train_time:1326717ms step_avg:469.14ms
step:2839/6250 train_loss:2.5338 train_time:1327191ms step_avg:469.14ms
step:2840/6250 train_loss:2.7172 train_time:1327669ms step_avg:469.14ms
step:2841/6250 train_loss:2.6204 train_time:1328139ms step_avg:469.14ms
step:2842/6250 train_loss:2.6957 train_time:1328598ms step_avg:469.14ms
step:2843/6250 train_loss:2.7119 train_time:1329066ms step_avg:469.14ms
step:2844/6250 train_loss:2.6166 train_time:1329532ms step_avg:469.14ms
step:2845/6250 train_loss:2.6681 train_time:1330003ms step_avg:469.14ms
step:2846/6250 train_loss:2.6517 train_time:1330462ms step_avg:469.13ms
step:2847/6250 train_loss:2.6390 train_time:1330929ms step_avg:469.13ms
step:2848/6250 train_loss:2.6993 train_time:1331416ms step_avg:469.14ms
step:2849/6250 train_loss:2.6585 train_time:1331879ms step_avg:469.14ms
step:2850/6250 train_loss:2.6645 train_time:1332343ms step_avg:469.13ms
step:2851/6250 train_loss:2.7198 train_time:1332799ms step_avg:469.13ms
step:2852/6250 train_loss:2.7664 train_time:1333257ms step_avg:469.13ms
step:2853/6250 train_loss:2.6418 train_time:1333732ms step_avg:469.13ms
step:2854/6250 train_loss:2.6867 train_time:1334196ms step_avg:469.13ms
step:2855/6250 train_loss:2.7232 train_time:1334674ms step_avg:469.13ms
step:2856/6250 train_loss:2.6355 train_time:1335150ms step_avg:469.13ms
step:2857/6250 train_loss:2.6282 train_time:1335605ms step_avg:469.13ms
step:2858/6250 train_loss:2.6413 train_time:1336065ms step_avg:469.12ms
step:2859/6250 train_loss:2.6501 train_time:1336523ms step_avg:469.12ms
step:2860/6250 train_loss:2.6923 train_time:1336985ms step_avg:469.12ms
step:2861/6250 train_loss:2.6771 train_time:1337441ms step_avg:469.11ms
step:2862/6250 train_loss:2.6158 train_time:1337897ms step_avg:469.11ms
step:2863/6250 train_loss:2.6364 train_time:1338354ms step_avg:469.10ms
step:2864/6250 train_loss:2.7652 train_time:1338811ms step_avg:469.10ms
step:2865/6250 train_loss:2.6691 train_time:1339266ms step_avg:469.09ms
step:2866/6250 train_loss:2.7194 train_time:1339730ms step_avg:469.09ms
step:2867/6250 train_loss:2.6709 train_time:1340194ms step_avg:469.09ms
step:2868/6250 train_loss:2.6610 train_time:1340666ms step_avg:469.09ms
step:2869/6250 train_loss:2.6544 train_time:1341136ms step_avg:469.09ms
step:2870/6250 train_loss:2.6806 train_time:1341602ms step_avg:469.09ms
step:2871/6250 train_loss:2.7008 train_time:1342070ms step_avg:469.09ms
step:2872/6250 train_loss:2.6320 train_time:1342532ms step_avg:469.09ms
step:2873/6250 train_loss:2.6953 train_time:1342997ms step_avg:469.09ms
step:2874/6250 train_loss:2.6254 train_time:1343463ms step_avg:469.09ms
step:2875/6250 train_loss:2.6933 train_time:1343925ms step_avg:469.08ms
step:2876/6250 train_loss:2.6575 train_time:1344398ms step_avg:469.09ms
step:2877/6250 train_loss:2.6654 train_time:1344883ms step_avg:469.09ms
step:2878/6250 train_loss:2.7184 train_time:1345353ms step_avg:469.09ms
step:2879/6250 train_loss:2.7515 train_time:1345816ms step_avg:469.09ms
step:2880/6250 train_loss:2.5888 train_time:1346289ms step_avg:469.09ms
step:2881/6250 train_loss:2.6665 train_time:1346746ms step_avg:469.09ms
step:2882/6250 train_loss:2.6401 train_time:1347206ms step_avg:469.08ms
step:2883/6250 train_loss:2.6207 train_time:1347692ms step_avg:469.09ms
step:2884/6250 train_loss:2.6103 train_time:1348156ms step_avg:469.09ms
step:2885/6250 train_loss:2.7705 train_time:1348627ms step_avg:469.09ms
step:2886/6250 train_loss:2.6275 train_time:1349096ms step_avg:469.09ms
step:2887/6250 train_loss:2.6991 train_time:1349564ms step_avg:469.09ms
step:2888/6250 train_loss:2.6824 train_time:1350033ms step_avg:469.09ms
step:2889/6250 train_loss:2.7666 train_time:1350491ms step_avg:469.08ms
step:2890/6250 train_loss:2.6339 train_time:1350950ms step_avg:469.08ms
step:2891/6250 train_loss:2.6197 train_time:1351405ms step_avg:469.07ms
step:2892/6250 train_loss:2.6206 train_time:1351859ms step_avg:469.07ms
step:2893/6250 train_loss:2.6821 train_time:1352315ms step_avg:469.07ms
step:2894/6250 train_loss:2.7060 train_time:1352771ms step_avg:469.06ms
step:2895/6250 train_loss:2.7186 train_time:1353227ms step_avg:469.06ms
step:2896/6250 train_loss:2.6004 train_time:1353682ms step_avg:469.05ms
step:2897/6250 train_loss:2.7304 train_time:1354138ms step_avg:469.05ms
step:2898/6250 train_loss:2.6966 train_time:1354596ms step_avg:469.04ms
step:2899/6250 train_loss:2.6463 train_time:1355051ms step_avg:469.04ms
step:2900/6250 train_loss:2.7812 train_time:1355507ms step_avg:469.03ms
step:2901/6250 train_loss:2.6617 train_time:1355964ms step_avg:469.03ms
step:2902/6250 train_loss:2.6989 train_time:1356418ms step_avg:469.02ms
step:2903/6250 train_loss:2.5935 train_time:1356874ms step_avg:469.02ms
step:2904/6250 train_loss:2.6435 train_time:1357330ms step_avg:469.02ms
step:2905/6250 train_loss:2.5850 train_time:1357786ms step_avg:469.01ms
step:2906/6250 train_loss:2.6693 train_time:1358241ms step_avg:469.01ms
step:2907/6250 train_loss:2.6801 train_time:1358698ms step_avg:469.00ms
step:2908/6250 train_loss:2.6511 train_time:1359154ms step_avg:469.00ms
step:2909/6250 train_loss:2.6799 train_time:1359613ms step_avg:468.99ms
step:2910/6250 train_loss:2.6476 train_time:1360083ms step_avg:468.99ms
step:2911/6250 train_loss:2.6989 train_time:1360538ms step_avg:468.99ms
step:2912/6250 train_loss:2.6964 train_time:1360994ms step_avg:468.98ms
step:2913/6250 train_loss:2.6887 train_time:1361451ms step_avg:468.98ms
step:2914/6250 train_loss:2.6995 train_time:1361908ms step_avg:468.98ms
step:2915/6250 train_loss:2.7691 train_time:1362367ms step_avg:468.97ms
step:2916/6250 train_loss:2.6428 train_time:1362824ms step_avg:468.97ms
step:2917/6250 train_loss:2.5695 train_time:1363283ms step_avg:468.97ms
step:2918/6250 train_loss:2.6311 train_time:1363744ms step_avg:468.96ms
step:2919/6250 train_loss:2.5523 train_time:1364201ms step_avg:468.96ms
step:2920/6250 train_loss:2.6617 train_time:1364657ms step_avg:468.95ms
step:2921/6250 train_loss:2.6843 train_time:1365113ms step_avg:468.95ms
step:2922/6250 train_loss:2.6627 train_time:1365569ms step_avg:468.95ms
step:2923/6250 train_loss:2.5620 train_time:1366025ms step_avg:468.94ms
step:2924/6250 train_loss:2.6892 train_time:1366479ms step_avg:468.94ms
step:2925/6250 train_loss:2.6361 train_time:1366935ms step_avg:468.93ms
step:2926/6250 train_loss:2.7047 train_time:1367389ms step_avg:468.93ms
step:2927/6250 train_loss:2.5868 train_time:1367846ms step_avg:468.92ms
step:2928/6250 train_loss:2.6382 train_time:1368302ms step_avg:468.92ms
step:2929/6250 train_loss:2.6083 train_time:1368758ms step_avg:468.91ms
step:2930/6250 train_loss:2.7524 train_time:1369213ms step_avg:468.91ms
step:2931/6250 train_loss:2.6519 train_time:1369668ms step_avg:468.90ms
step:2932/6250 train_loss:2.6944 train_time:1370124ms step_avg:468.90ms
step:2933/6250 train_loss:2.6591 train_time:1370579ms step_avg:468.89ms
step:2934/6250 train_loss:2.8339 train_time:1371033ms step_avg:468.89ms
step:2935/6250 train_loss:2.7419 train_time:1371486ms step_avg:468.88ms
step:2936/6250 train_loss:2.5470 train_time:1371943ms step_avg:468.88ms
step:2937/6250 train_loss:2.7178 train_time:1372399ms step_avg:468.88ms
step:2938/6250 train_loss:2.7274 train_time:1372854ms step_avg:468.87ms
step:2939/6250 train_loss:2.7188 train_time:1373309ms step_avg:468.87ms
step:2940/6250 train_loss:2.5397 train_time:1373764ms step_avg:468.86ms
step:2941/6250 train_loss:2.5873 train_time:1374220ms step_avg:468.86ms
step:2942/6250 train_loss:2.6621 train_time:1374676ms step_avg:468.85ms
step:2943/6250 train_loss:2.6434 train_time:1375131ms step_avg:468.85ms
step:2944/6250 train_loss:2.6443 train_time:1375586ms step_avg:468.84ms
step:2945/6250 train_loss:2.7680 train_time:1376043ms step_avg:468.84ms
step:2946/6250 train_loss:2.5344 train_time:1376497ms step_avg:468.83ms
step:2947/6250 train_loss:2.7116 train_time:1376956ms step_avg:468.83ms
step:2948/6250 train_loss:2.5714 train_time:1377411ms step_avg:468.83ms
step:2949/6250 train_loss:2.7154 train_time:1377867ms step_avg:468.82ms
step:2950/6250 train_loss:2.6351 train_time:1378322ms step_avg:468.82ms
step:2951/6250 train_loss:2.6665 train_time:1378777ms step_avg:468.81ms
step:2952/6250 train_loss:2.6756 train_time:1379233ms step_avg:468.81ms
step:2953/6250 train_loss:2.7495 train_time:1379687ms step_avg:468.80ms
step:2954/6250 train_loss:2.6260 train_time:1380145ms step_avg:468.80ms
step:2955/6250 train_loss:2.6716 train_time:1380600ms step_avg:468.79ms
step:2956/6250 train_loss:2.6540 train_time:1381057ms step_avg:468.79ms
step:2957/6250 train_loss:2.6131 train_time:1381512ms step_avg:468.79ms
step:2958/6250 train_loss:2.5280 train_time:1381968ms step_avg:468.78ms
step:2959/6250 train_loss:2.6372 train_time:1382423ms step_avg:468.78ms
step:2960/6250 train_loss:2.7016 train_time:1382880ms step_avg:468.77ms
step:2961/6250 train_loss:2.6646 train_time:1383336ms step_avg:468.77ms
step:2962/6250 train_loss:2.6126 train_time:1383790ms step_avg:468.76ms
step:2963/6250 train_loss:2.6681 train_time:1384247ms step_avg:468.76ms
step:2964/6250 train_loss:2.6709 train_time:1384702ms step_avg:468.75ms
step:2965/6250 train_loss:2.6662 train_time:1385159ms step_avg:468.75ms
step:2966/6250 train_loss:2.6055 train_time:1385613ms step_avg:468.75ms
step:2967/6250 train_loss:2.6261 train_time:1386070ms step_avg:468.74ms
step:2968/6250 train_loss:2.6656 train_time:1386526ms step_avg:468.74ms
step:2969/6250 train_loss:2.5999 train_time:1386983ms step_avg:468.73ms
step:2970/6250 train_loss:2.6415 train_time:1387437ms step_avg:468.73ms
step:2971/6250 train_loss:2.5776 train_time:1387892ms step_avg:468.72ms
step:2972/6250 train_loss:2.5815 train_time:1388346ms step_avg:468.72ms
step:2973/6250 train_loss:2.7125 train_time:1388802ms step_avg:468.71ms
step:2974/6250 train_loss:2.7154 train_time:1389259ms step_avg:468.71ms
step:2975/6250 train_loss:2.6797 train_time:1389714ms step_avg:468.71ms
step:2976/6250 train_loss:2.5799 train_time:1390169ms step_avg:468.70ms
step:2977/6250 train_loss:2.6096 train_time:1390624ms step_avg:468.70ms
step:2978/6250 train_loss:2.6070 train_time:1391080ms step_avg:468.69ms
step:2979/6250 train_loss:2.6780 train_time:1391536ms step_avg:468.69ms
step:2980/6250 train_loss:2.7199 train_time:1391992ms step_avg:468.68ms
step:2981/6250 train_loss:2.6418 train_time:1392449ms step_avg:468.68ms
step:2982/6250 train_loss:2.6802 train_time:1392905ms step_avg:468.68ms
step:2983/6250 train_loss:2.7388 train_time:1393361ms step_avg:468.67ms
step:2984/6250 train_loss:2.6361 train_time:1393817ms step_avg:468.67ms
step:2985/6250 train_loss:2.5968 train_time:1394272ms step_avg:468.66ms
step:2986/6250 train_loss:2.7777 train_time:1394728ms step_avg:468.66ms
step:2987/6250 train_loss:2.6779 train_time:1395184ms step_avg:468.65ms
step:2988/6250 train_loss:2.6165 train_time:1395640ms step_avg:468.65ms
step:2989/6250 train_loss:2.6339 train_time:1396097ms step_avg:468.65ms
step:2990/6250 train_loss:2.6300 train_time:1396552ms step_avg:468.64ms
step:2991/6250 train_loss:2.7036 train_time:1397007ms step_avg:468.64ms
step:2992/6250 train_loss:2.7549 train_time:1397463ms step_avg:468.63ms
step:2993/6250 train_loss:2.5820 train_time:1397919ms step_avg:468.63ms
step:2994/6250 train_loss:2.7111 train_time:1398374ms step_avg:468.62ms
step:2995/6250 train_loss:2.6654 train_time:1398827ms step_avg:468.62ms
step:2996/6250 train_loss:2.7160 train_time:1399281ms step_avg:468.61ms
step:2997/6250 train_loss:2.6499 train_time:1399738ms step_avg:468.61ms
step:2998/6250 train_loss:2.6382 train_time:1400194ms step_avg:468.61ms
step:2999/6250 train_loss:2.6568 train_time:1400649ms step_avg:468.60ms
step:3000/6250 train_loss:2.6038 train_time:1401105ms step_avg:468.60ms
step:3001/6250 train_loss:2.7130 train_time:1401560ms step_avg:468.59ms
step:3002/6250 train_loss:2.6027 train_time:1402016ms step_avg:468.59ms
step:3003/6250 train_loss:2.5632 train_time:1402471ms step_avg:468.58ms
step:3004/6250 train_loss:2.6088 train_time:1402927ms step_avg:468.58ms
step:3005/6250 train_loss:2.5622 train_time:1403382ms step_avg:468.57ms
step:3006/6250 train_loss:2.5254 train_time:1403838ms step_avg:468.57ms
step:3007/6250 train_loss:2.6954 train_time:1404293ms step_avg:468.57ms
step:3008/6250 train_loss:2.6180 train_time:1404750ms step_avg:468.56ms
step:3009/6250 train_loss:2.5930 train_time:1405206ms step_avg:468.56ms
step:3010/6250 train_loss:2.6121 train_time:1405662ms step_avg:468.55ms
step:3011/6250 train_loss:2.6321 train_time:1406118ms step_avg:468.55ms
step:3012/6250 train_loss:2.6986 train_time:1406574ms step_avg:468.55ms
step:3013/6250 train_loss:2.5437 train_time:1407032ms step_avg:468.54ms
step:3014/6250 train_loss:2.7016 train_time:1407487ms step_avg:468.54ms
step:3015/6250 train_loss:2.6850 train_time:1407944ms step_avg:468.53ms
step:3016/6250 train_loss:2.7114 train_time:1408400ms step_avg:468.53ms
step:3017/6250 train_loss:2.6589 train_time:1408857ms step_avg:468.53ms
step:3018/6250 train_loss:2.7365 train_time:1409313ms step_avg:468.52ms
step:3019/6250 train_loss:2.6223 train_time:1409770ms step_avg:468.52ms
step:3020/6250 train_loss:2.6346 train_time:1410225ms step_avg:468.51ms
step:3021/6250 train_loss:2.6839 train_time:1410681ms step_avg:468.51ms
step:3022/6250 train_loss:2.6231 train_time:1411147ms step_avg:468.51ms
step:3023/6250 train_loss:2.6718 train_time:1411612ms step_avg:468.51ms
step:3024/6250 train_loss:2.5891 train_time:1412067ms step_avg:468.50ms
step:3025/6250 train_loss:2.6670 train_time:1412525ms step_avg:468.50ms
step:3026/6250 train_loss:2.6368 train_time:1412993ms step_avg:468.50ms
step:3027/6250 train_loss:2.7080 train_time:1413461ms step_avg:468.50ms
step:3028/6250 train_loss:2.5512 train_time:1413918ms step_avg:468.49ms
step:3029/6250 train_loss:2.5867 train_time:1414385ms step_avg:468.49ms
step:3030/6250 train_loss:2.6049 train_time:1414841ms step_avg:468.49ms
step:3031/6250 train_loss:2.6973 train_time:1415297ms step_avg:468.49ms
step:3032/6250 train_loss:2.6542 train_time:1415752ms step_avg:468.48ms
step:3033/6250 train_loss:2.5477 train_time:1416226ms step_avg:468.48ms
step:3034/6250 train_loss:2.6275 train_time:1416687ms step_avg:468.48ms
step:3035/6250 train_loss:2.6335 train_time:1417151ms step_avg:468.48ms
step:3036/6250 train_loss:2.6210 train_time:1417606ms step_avg:468.48ms
step:3037/6250 train_loss:2.5589 train_time:1418061ms step_avg:468.47ms
step:3038/6250 train_loss:2.7903 train_time:1418517ms step_avg:468.47ms
step:3039/6250 train_loss:2.6436 train_time:1418973ms step_avg:468.46ms
step:3040/6250 train_loss:2.6425 train_time:1419431ms step_avg:468.46ms
step:3041/6250 train_loss:2.6236 train_time:1419920ms step_avg:468.47ms
step:3042/6250 train_loss:2.7196 train_time:1420376ms step_avg:468.46ms
step:3043/6250 train_loss:2.6185 train_time:1420831ms step_avg:468.46ms
step:3044/6250 train_loss:2.6966 train_time:1421288ms step_avg:468.45ms
step:3045/6250 train_loss:2.6468 train_time:1421743ms step_avg:468.45ms
step:3046/6250 train_loss:2.6468 train_time:1422198ms step_avg:468.44ms
step:3047/6250 train_loss:2.7284 train_time:1422653ms step_avg:468.44ms
step:3048/6250 train_loss:2.6457 train_time:1423110ms step_avg:468.44ms
step:3049/6250 train_loss:2.6959 train_time:1423566ms step_avg:468.43ms
step:3050/6250 train_loss:2.6041 train_time:1424022ms step_avg:468.43ms
step:3051/6250 train_loss:2.6983 train_time:1424479ms step_avg:468.42ms
step:3052/6250 train_loss:2.6506 train_time:1424936ms step_avg:468.42ms
step:3053/6250 train_loss:2.6236 train_time:1425393ms step_avg:468.42ms
step:3054/6250 train_loss:2.5822 train_time:1425848ms step_avg:468.41ms
step:3055/6250 train_loss:2.5988 train_time:1426305ms step_avg:468.41ms
step:3056/6250 train_loss:2.5156 train_time:1426760ms step_avg:468.40ms
step:3057/6250 train_loss:2.6939 train_time:1427216ms step_avg:468.40ms
step:3058/6250 train_loss:2.5825 train_time:1427671ms step_avg:468.40ms
step:3059/6250 train_loss:2.6575 train_time:1428126ms step_avg:468.39ms
step:3060/6250 train_loss:2.6525 train_time:1428581ms step_avg:468.39ms
step:3061/6250 train_loss:2.6504 train_time:1429037ms step_avg:468.38ms
step:3062/6250 train_loss:2.6213 train_time:1429491ms step_avg:468.38ms
step:3063/6250 train_loss:2.6558 train_time:1429949ms step_avg:468.38ms
step:3064/6250 train_loss:2.6302 train_time:1430405ms step_avg:468.37ms
step:3065/6250 train_loss:2.6510 train_time:1430861ms step_avg:468.37ms
step:3066/6250 train_loss:2.6670 train_time:1431317ms step_avg:468.36ms
step:3067/6250 train_loss:2.7207 train_time:1431771ms step_avg:468.36ms
step:3068/6250 train_loss:2.6467 train_time:1432228ms step_avg:468.35ms
step:3069/6250 train_loss:2.6196 train_time:1432683ms step_avg:468.35ms
step:3070/6250 train_loss:2.7036 train_time:1433139ms step_avg:468.35ms
step:3071/6250 train_loss:2.6299 train_time:1433623ms step_avg:468.35ms
step:3072/6250 train_loss:2.6034 train_time:1434079ms step_avg:468.35ms
step:3073/6250 train_loss:2.7014 train_time:1434533ms step_avg:468.34ms
step:3074/6250 train_loss:2.6740 train_time:1434989ms step_avg:468.34ms
step:3075/6250 train_loss:2.6352 train_time:1435447ms step_avg:468.34ms
step:3076/6250 train_loss:2.6132 train_time:1435916ms step_avg:468.34ms
step:3077/6250 train_loss:2.6503 train_time:1436373ms step_avg:468.33ms
step:3078/6250 train_loss:2.5687 train_time:1436829ms step_avg:468.33ms
step:3079/6250 train_loss:2.6250 train_time:1437284ms step_avg:468.32ms
step:3080/6250 train_loss:2.6699 train_time:1437740ms step_avg:468.32ms
step:3081/6250 train_loss:2.5581 train_time:1438197ms step_avg:468.32ms
step:3082/6250 train_loss:2.7451 train_time:1438653ms step_avg:468.31ms
step:3083/6250 train_loss:2.6452 train_time:1439110ms step_avg:468.31ms
step:3084/6250 train_loss:2.6761 train_time:1439579ms step_avg:468.31ms
step:3085/6250 train_loss:2.6257 train_time:1440037ms step_avg:468.30ms
step:3086/6250 train_loss:2.6095 train_time:1440493ms step_avg:468.30ms
step:3087/6250 train_loss:2.5889 train_time:1440949ms step_avg:468.30ms
step:3088/6250 train_loss:2.6494 train_time:1441405ms step_avg:468.29ms
step:3089/6250 train_loss:2.6546 train_time:1441887ms step_avg:468.30ms
step:3090/6250 train_loss:2.6729 train_time:1442356ms step_avg:468.30ms
step:3091/6250 train_loss:2.5848 train_time:1442817ms step_avg:468.30ms
step:3092/6250 train_loss:2.6610 train_time:1443272ms step_avg:468.29ms
step:3093/6250 train_loss:2.6840 train_time:1443729ms step_avg:468.29ms
step:3094/6250 train_loss:2.6736 train_time:1444185ms step_avg:468.28ms
step:3095/6250 train_loss:2.6401 train_time:1444641ms step_avg:468.28ms
step:3096/6250 train_loss:2.6463 train_time:1445098ms step_avg:468.28ms
step:3097/6250 train_loss:2.6576 train_time:1445554ms step_avg:468.27ms
step:3098/6250 train_loss:2.5658 train_time:1446011ms step_avg:468.27ms
step:3099/6250 train_loss:2.6817 train_time:1446466ms step_avg:468.26ms
step:3100/6250 train_loss:2.6222 train_time:1446923ms step_avg:468.26ms
step:3101/6250 train_loss:2.6837 train_time:1447389ms step_avg:468.26ms
step:3102/6250 train_loss:2.6394 train_time:1447860ms step_avg:468.26ms
step:3103/6250 train_loss:2.5885 train_time:1448319ms step_avg:468.26ms
step:3104/6250 train_loss:2.6775 train_time:1448774ms step_avg:468.25ms
step:3105/6250 train_loss:2.6570 train_time:1449230ms step_avg:468.25ms
step:3106/6250 train_loss:2.6708 train_time:1449685ms step_avg:468.24ms
step:3107/6250 train_loss:2.6919 train_time:1450142ms step_avg:468.24ms
step:3108/6250 train_loss:2.6997 train_time:1450597ms step_avg:468.24ms
step:3109/6250 train_loss:2.6259 train_time:1451052ms step_avg:468.23ms
step:3110/6250 train_loss:2.6509 train_time:1451507ms step_avg:468.23ms
step:3111/6250 train_loss:2.6486 train_time:1451963ms step_avg:468.22ms
step:3112/6250 train_loss:2.6383 train_time:1452418ms step_avg:468.22ms
step:3113/6250 train_loss:2.6796 train_time:1452873ms step_avg:468.22ms
step:3114/6250 train_loss:2.5805 train_time:1453328ms step_avg:468.21ms
step:3115/6250 train_loss:2.5240 train_time:1453786ms step_avg:468.21ms
step:3116/6250 train_loss:2.6701 train_time:1454242ms step_avg:468.20ms
step:3117/6250 train_loss:2.7351 train_time:1454698ms step_avg:468.20ms
step:3118/6250 train_loss:2.5574 train_time:1455155ms step_avg:468.20ms
step:3119/6250 train_loss:2.6925 train_time:1455610ms step_avg:468.19ms
step:3120/6250 train_loss:2.6882 train_time:1456069ms step_avg:468.19ms
step:3121/6250 train_loss:2.6726 train_time:1456524ms step_avg:468.19ms
step:3122/6250 train_loss:2.6507 train_time:1456982ms step_avg:468.18ms
step:3123/6250 train_loss:2.6593 train_time:1457441ms step_avg:468.18ms
step:3124/6250 train_loss:2.6602 train_time:1457899ms step_avg:468.18ms
step:3125/6250 train_loss:2.7040 train_time:1458356ms step_avg:468.17ms
step:3126/6250 train_loss:2.6722 train_time:1458811ms step_avg:468.17ms
step:3127/6250 train_loss:2.6638 train_time:1459267ms step_avg:468.16ms
step:3128/6250 train_loss:2.6328 train_time:1459724ms step_avg:468.16ms
step:3129/6250 train_loss:2.6200 train_time:1460184ms step_avg:468.16ms
step:3130/6250 train_loss:2.6197 train_time:1460650ms step_avg:468.16ms
step:3131/6250 train_loss:2.6691 train_time:1461110ms step_avg:468.15ms
step:3132/6250 train_loss:2.7632 train_time:1461569ms step_avg:468.15ms
step:3133/6250 train_loss:2.7269 train_time:1462026ms step_avg:468.15ms
step:3134/6250 train_loss:2.5510 train_time:1462484ms step_avg:468.14ms
step:3135/6250 train_loss:2.6540 train_time:1462941ms step_avg:468.14ms
step:3136/6250 train_loss:2.6135 train_time:1463398ms step_avg:468.14ms
step:3137/6250 train_loss:2.6559 train_time:1463854ms step_avg:468.13ms
step:3138/6250 train_loss:2.6715 train_time:1464310ms step_avg:468.13ms
step:3139/6250 train_loss:2.6803 train_time:1464766ms step_avg:468.13ms
step:3140/6250 train_loss:2.6222 train_time:1465223ms step_avg:468.12ms
step:3141/6250 train_loss:2.7013 train_time:1465679ms step_avg:468.12ms
step:3142/6250 train_loss:2.5899 train_time:1466135ms step_avg:468.11ms
step:3143/6250 train_loss:2.6582 train_time:1466590ms step_avg:468.11ms
step:3144/6250 train_loss:2.6078 train_time:1467047ms step_avg:468.11ms
step:3145/6250 train_loss:2.6474 train_time:1467502ms step_avg:468.10ms
step:3146/6250 train_loss:2.7221 train_time:1467960ms step_avg:468.10ms
step:3147/6250 train_loss:2.6146 train_time:1468417ms step_avg:468.10ms
step:3148/6250 train_loss:2.6082 train_time:1468875ms step_avg:468.09ms
step:3149/6250 train_loss:2.7047 train_time:1469331ms step_avg:468.09ms
step:3150/6250 train_loss:2.6341 train_time:1469790ms step_avg:468.09ms
step:3151/6250 train_loss:2.6991 train_time:1470249ms step_avg:468.08ms
step:3152/6250 train_loss:2.6235 train_time:1470717ms step_avg:468.08ms
step:3153/6250 train_loss:2.6153 train_time:1471173ms step_avg:468.08ms
step:3154/6250 train_loss:2.7213 train_time:1471629ms step_avg:468.08ms
step:3155/6250 train_loss:2.6491 train_time:1472088ms step_avg:468.07ms
step:3156/6250 train_loss:2.5975 train_time:1472543ms step_avg:468.07ms
step:3157/6250 train_loss:2.6134 train_time:1473001ms step_avg:468.07ms
step:3158/6250 train_loss:2.7605 train_time:1473459ms step_avg:468.06ms
step:3159/6250 train_loss:2.6526 train_time:1473921ms step_avg:468.06ms
step:3160/6250 train_loss:2.6567 train_time:1474379ms step_avg:468.06ms
step:3161/6250 train_loss:2.6874 train_time:1474836ms step_avg:468.05ms
step:3162/6250 train_loss:2.6959 train_time:1475302ms step_avg:468.05ms
step:3163/6250 train_loss:2.6078 train_time:1475774ms step_avg:468.05ms
step:3164/6250 train_loss:2.6750 train_time:1476259ms step_avg:468.06ms
step:3165/6250 train_loss:2.6530 train_time:1476717ms step_avg:468.06ms
step:3166/6250 train_loss:2.6254 train_time:1477171ms step_avg:468.05ms
step:3167/6250 train_loss:2.6397 train_time:1477625ms step_avg:468.05ms
step:3168/6250 train_loss:2.7024 train_time:1478081ms step_avg:468.04ms
step:3169/6250 train_loss:2.7569 train_time:1478535ms step_avg:468.04ms
step:3170/6250 train_loss:2.6926 train_time:1478992ms step_avg:468.04ms
step:3171/6250 train_loss:2.6191 train_time:1479446ms step_avg:468.03ms
step:3172/6250 train_loss:2.6624 train_time:1479902ms step_avg:468.03ms
step:3173/6250 train_loss:2.6589 train_time:1480357ms step_avg:468.02ms
step:3174/6250 train_loss:2.6688 train_time:1480814ms step_avg:468.02ms
step:3175/6250 train_loss:2.6816 train_time:1481272ms step_avg:468.02ms
step:3176/6250 train_loss:2.6654 train_time:1481728ms step_avg:468.01ms
step:3177/6250 train_loss:2.5837 train_time:1482184ms step_avg:468.01ms
step:3178/6250 train_loss:2.6631 train_time:1482639ms step_avg:468.00ms
step:3179/6250 train_loss:2.6599 train_time:1483096ms step_avg:468.00ms
step:3180/6250 train_loss:2.6274 train_time:1483553ms step_avg:468.00ms
step:3181/6250 train_loss:2.6669 train_time:1484009ms step_avg:467.99ms
step:3182/6250 train_loss:2.5872 train_time:1484464ms step_avg:467.99ms
step:3183/6250 train_loss:2.5786 train_time:1484919ms step_avg:467.99ms
step:3184/6250 train_loss:2.6560 train_time:1485373ms step_avg:467.98ms
step:3185/6250 train_loss:2.6352 train_time:1485829ms step_avg:467.98ms
step:3186/6250 train_loss:2.6611 train_time:1486285ms step_avg:467.97ms
step:3187/6250 train_loss:2.7150 train_time:1486741ms step_avg:467.97ms
step:3188/6250 train_loss:2.6024 train_time:1487198ms step_avg:467.97ms
step:3189/6250 train_loss:2.6912 train_time:1487653ms step_avg:467.96ms
step:3190/6250 train_loss:2.7211 train_time:1488110ms step_avg:467.96ms
step:3191/6250 train_loss:2.6073 train_time:1488572ms step_avg:467.96ms
step:3192/6250 train_loss:2.6701 train_time:1489041ms step_avg:467.96ms
step:3193/6250 train_loss:2.6485 train_time:1489496ms step_avg:467.95ms
step:3194/6250 train_loss:2.5980 train_time:1489953ms step_avg:467.95ms
step:3195/6250 train_loss:2.6868 train_time:1490409ms step_avg:467.95ms
step:3196/6250 train_loss:2.6116 train_time:1490865ms step_avg:467.94ms
step:3197/6250 train_loss:2.7621 train_time:1491322ms step_avg:467.94ms
step:3198/6250 train_loss:2.5788 train_time:1491782ms step_avg:467.94ms
step:3199/6250 train_loss:2.6331 train_time:1492248ms step_avg:467.94ms
step:3200/6250 train_loss:2.5983 train_time:1492715ms step_avg:467.94ms
step:3201/6250 train_loss:2.6736 train_time:1493172ms step_avg:467.93ms
step:3202/6250 train_loss:2.5824 train_time:1493626ms step_avg:467.93ms
step:3203/6250 train_loss:2.6144 train_time:1494096ms step_avg:467.93ms
step:3204/6250 train_loss:2.6831 train_time:1494564ms step_avg:467.93ms
step:3205/6250 train_loss:2.7666 train_time:1495021ms step_avg:467.93ms
step:3206/6250 train_loss:2.5764 train_time:1495476ms step_avg:467.92ms
step:3207/6250 train_loss:2.6524 train_time:1495931ms step_avg:467.92ms
step:3208/6250 train_loss:2.6206 train_time:1496386ms step_avg:467.91ms
step:3209/6250 train_loss:2.6128 train_time:1496841ms step_avg:467.91ms
step:3210/6250 train_loss:2.7069 train_time:1497298ms step_avg:467.91ms
step:3211/6250 train_loss:2.6228 train_time:1497773ms step_avg:467.91ms
step:3212/6250 train_loss:2.6959 train_time:1498241ms step_avg:467.91ms
step:3213/6250 train_loss:2.6031 train_time:1498695ms step_avg:467.90ms
step:3214/6250 train_loss:2.6747 train_time:1499151ms step_avg:467.90ms
step:3215/6250 train_loss:2.7286 train_time:1499607ms step_avg:467.90ms
step:3216/6250 train_loss:2.6691 train_time:1500064ms step_avg:467.89ms
step:3217/6250 train_loss:2.5886 train_time:1500518ms step_avg:467.89ms
step:3218/6250 train_loss:2.8051 train_time:1500975ms step_avg:467.88ms
step:3219/6250 train_loss:2.6367 train_time:1501431ms step_avg:467.88ms
step:3220/6250 train_loss:2.6584 train_time:1501889ms step_avg:467.88ms
step:3221/6250 train_loss:2.6730 train_time:1502344ms step_avg:467.87ms
step:3222/6250 train_loss:2.6469 train_time:1502798ms step_avg:467.87ms
step:3223/6250 train_loss:2.6221 train_time:1503255ms step_avg:467.87ms
step:3224/6250 train_loss:2.6894 train_time:1503711ms step_avg:467.86ms
step:3225/6250 train_loss:2.7025 train_time:1504190ms step_avg:467.87ms
step:3226/6250 train_loss:2.6919 train_time:1504656ms step_avg:467.87ms
step:3227/6250 train_loss:2.5872 train_time:1505112ms step_avg:467.86ms
step:3228/6250 train_loss:2.6793 train_time:1505567ms step_avg:467.86ms
step:3229/6250 train_loss:2.6006 train_time:1506022ms step_avg:467.85ms
step:3230/6250 train_loss:2.6953 train_time:1506494ms step_avg:467.86ms
step:3231/6250 train_loss:2.5557 train_time:1506952ms step_avg:467.85ms
step:3232/6250 train_loss:2.5666 train_time:1507405ms step_avg:467.85ms
step:3233/6250 train_loss:2.6245 train_time:1507860ms step_avg:467.84ms
step:3234/6250 train_loss:2.6059 train_time:1508313ms step_avg:467.84ms
step:3235/6250 train_loss:2.6326 train_time:1508769ms step_avg:467.84ms
step:3236/6250 train_loss:2.6746 train_time:1509224ms step_avg:467.83ms
step:3237/6250 train_loss:2.6909 train_time:1509678ms step_avg:467.83ms
step:3238/6250 train_loss:2.6397 train_time:1510134ms step_avg:467.82ms
step:3239/6250 train_loss:2.6518 train_time:1510590ms step_avg:467.82ms
step:3240/6250 train_loss:2.6122 train_time:1511045ms step_avg:467.82ms
step:3241/6250 train_loss:2.6444 train_time:1511500ms step_avg:467.81ms
step:3242/6250 train_loss:2.6486 train_time:1511956ms step_avg:467.81ms
step:3243/6250 train_loss:2.6567 train_time:1512409ms step_avg:467.80ms
step:3244/6250 train_loss:2.6923 train_time:1512866ms step_avg:467.80ms
step:3245/6250 train_loss:2.6069 train_time:1513321ms step_avg:467.80ms
step:3246/6250 train_loss:2.7379 train_time:1513775ms step_avg:467.79ms
step:3247/6250 train_loss:2.6861 train_time:1514230ms step_avg:467.79ms
step:3248/6250 train_loss:2.6108 train_time:1514684ms step_avg:467.78ms
step:3249/6250 train_loss:2.5841 train_time:1515139ms step_avg:467.78ms
step:3250/6250 train_loss:2.6314 train_time:1515592ms step_avg:467.78ms
step:3251/6250 train_loss:2.7389 train_time:1516049ms step_avg:467.77ms
step:3252/6250 train_loss:2.6578 train_time:1516505ms step_avg:467.77ms
step:3253/6250 train_loss:2.6010 train_time:1516962ms step_avg:467.76ms
step:3254/6250 train_loss:2.5587 train_time:1517415ms step_avg:467.76ms
step:3255/6250 train_loss:2.6735 train_time:1517869ms step_avg:467.76ms
step:3256/6250 train_loss:2.6472 train_time:1518324ms step_avg:467.75ms
step:3257/6250 train_loss:2.6013 train_time:1518779ms step_avg:467.75ms
step:3258/6250 train_loss:2.6893 train_time:1519232ms step_avg:467.74ms
step:3259/6250 train_loss:2.6511 train_time:1519687ms step_avg:467.74ms
step:3260/6250 train_loss:2.7104 train_time:1520144ms step_avg:467.74ms
step:3261/6250 train_loss:2.7562 train_time:1520597ms step_avg:467.73ms
step:3262/6250 train_loss:2.7077 train_time:1521053ms step_avg:467.73ms
step:3263/6250 train_loss:2.6838 train_time:1521505ms step_avg:467.72ms
step:3264/6250 train_loss:2.6604 train_time:1521962ms step_avg:467.72ms
step:3265/6250 train_loss:2.7125 train_time:1522415ms step_avg:467.72ms
step:3266/6250 train_loss:2.6735 train_time:1522869ms step_avg:467.71ms
step:3267/6250 train_loss:2.6608 train_time:1523324ms step_avg:467.71ms
step:3268/6250 train_loss:2.6890 train_time:1523779ms step_avg:467.70ms
step:3269/6250 train_loss:2.6122 train_time:1524235ms step_avg:467.70ms
step:3270/6250 train_loss:2.6887 train_time:1524689ms step_avg:467.70ms
step:3271/6250 train_loss:2.6794 train_time:1525145ms step_avg:467.69ms
step:3272/6250 train_loss:2.6277 train_time:1525599ms step_avg:467.69ms
step:3273/6250 train_loss:2.6424 train_time:1526056ms step_avg:467.68ms
step:3274/6250 train_loss:2.6584 train_time:1526510ms step_avg:467.68ms
step:3275/6250 train_loss:2.6076 train_time:1526966ms step_avg:467.68ms
step:3276/6250 train_loss:2.7430 train_time:1527420ms step_avg:467.67ms
step:3277/6250 train_loss:2.6090 train_time:1527873ms step_avg:467.67ms
step:3278/6250 train_loss:2.6586 train_time:1528330ms step_avg:467.67ms
step:3279/6250 train_loss:2.6577 train_time:1528785ms step_avg:467.66ms
step:3280/6250 train_loss:2.7976 train_time:1529241ms step_avg:467.66ms
step:3281/6250 train_loss:2.7310 train_time:1529696ms step_avg:467.65ms
step:3282/6250 train_loss:2.5696 train_time:1530151ms step_avg:467.65ms
step:3283/6250 train_loss:2.6591 train_time:1530605ms step_avg:467.65ms
step:3284/6250 train_loss:2.6010 train_time:1531060ms step_avg:467.64ms
step:3285/6250 train_loss:2.7321 train_time:1531515ms step_avg:467.64ms
step:3286/6250 train_loss:2.7055 train_time:1531968ms step_avg:467.63ms
step:3287/6250 train_loss:2.6178 train_time:1532421ms step_avg:467.63ms
step:3288/6250 train_loss:2.6681 train_time:1532875ms step_avg:467.63ms
step:3289/6250 train_loss:2.5916 train_time:1533331ms step_avg:467.62ms
step:3290/6250 train_loss:2.6296 train_time:1533785ms step_avg:467.62ms
step:3291/6250 train_loss:2.6874 train_time:1534238ms step_avg:467.61ms
step:3292/6250 train_loss:2.7026 train_time:1534693ms step_avg:467.61ms
step:3293/6250 train_loss:2.6456 train_time:1535147ms step_avg:467.61ms
step:3294/6250 train_loss:2.5886 train_time:1535601ms step_avg:467.60ms
step:3295/6250 train_loss:2.5929 train_time:1536057ms step_avg:467.60ms
step:3296/6250 train_loss:2.5572 train_time:1536511ms step_avg:467.59ms
step:3297/6250 train_loss:2.6026 train_time:1536965ms step_avg:467.59ms
step:3298/6250 train_loss:2.6113 train_time:1537425ms step_avg:467.59ms
step:3299/6250 train_loss:2.6368 train_time:1537891ms step_avg:467.59ms
step:3300/6250 train_loss:2.5761 train_time:1538355ms step_avg:467.59ms
step:3301/6250 train_loss:2.6005 train_time:1538809ms step_avg:467.58ms
step:3302/6250 train_loss:2.5752 train_time:1539274ms step_avg:467.58ms
step:3303/6250 train_loss:2.7481 train_time:1539737ms step_avg:467.58ms
step:3304/6250 train_loss:2.7168 train_time:1540191ms step_avg:467.57ms
step:3305/6250 train_loss:2.5821 train_time:1540646ms step_avg:467.57ms
step:3306/6250 train_loss:2.6642 train_time:1541103ms step_avg:467.57ms
step:3307/6250 train_loss:2.5945 train_time:1541557ms step_avg:467.56ms
step:3308/6250 train_loss:2.7412 train_time:1542012ms step_avg:467.56ms
step:3309/6250 train_loss:2.6482 train_time:1542468ms step_avg:467.56ms
step:3310/6250 train_loss:2.6608 train_time:1542936ms step_avg:467.56ms
step:3311/6250 train_loss:2.6372 train_time:1543401ms step_avg:467.56ms
step:3312/6250 train_loss:2.6952 train_time:1543859ms step_avg:467.55ms
step:3313/6250 train_loss:2.6330 train_time:1544320ms step_avg:467.55ms
step:3314/6250 train_loss:2.6721 train_time:1544782ms step_avg:467.55ms
step:3315/6250 train_loss:2.6380 train_time:1545238ms step_avg:467.55ms
step:3316/6250 train_loss:2.7505 train_time:1545694ms step_avg:467.54ms
step:3317/6250 train_loss:2.6801 train_time:1546173ms step_avg:467.55ms
step:3318/6250 train_loss:2.5608 train_time:1546635ms step_avg:467.54ms
step:3319/6250 train_loss:2.6574 train_time:1547096ms step_avg:467.54ms
step:3320/6250 train_loss:2.6005 train_time:1547551ms step_avg:467.54ms
step:3321/6250 train_loss:2.6269 train_time:1548011ms step_avg:467.54ms
step:3322/6250 train_loss:2.6148 train_time:1548465ms step_avg:467.53ms
step:3323/6250 train_loss:2.5902 train_time:1548922ms step_avg:467.53ms
step:3324/6250 train_loss:2.6479 train_time:1549395ms step_avg:467.53ms
step:3325/6250 train_loss:2.5373 train_time:1549865ms step_avg:467.53ms
step:3326/6250 train_loss:2.6096 train_time:1550324ms step_avg:467.53ms
step:3327/6250 train_loss:2.6102 train_time:1550778ms step_avg:467.52ms
step:3328/6250 train_loss:2.6576 train_time:1551234ms step_avg:467.52ms
step:3329/6250 train_loss:2.6057 train_time:1551688ms step_avg:467.52ms
step:3330/6250 train_loss:2.6451 train_time:1552145ms step_avg:467.51ms
step:3331/6250 train_loss:2.5958 train_time:1552599ms step_avg:467.51ms
step:3332/6250 train_loss:2.6532 train_time:1553054ms step_avg:467.51ms
step:3333/6250 train_loss:2.6773 train_time:1553508ms step_avg:467.50ms
step:3334/6250 train_loss:2.6777 train_time:1553962ms step_avg:467.50ms
step:3335/6250 train_loss:2.5781 train_time:1554417ms step_avg:467.49ms
step:3336/6250 train_loss:2.5948 train_time:1554873ms step_avg:467.49ms
step:3337/6250 train_loss:2.6209 train_time:1555328ms step_avg:467.49ms
step:3338/6250 train_loss:2.5742 train_time:1555781ms step_avg:467.48ms
step:3339/6250 train_loss:2.6375 train_time:1556237ms step_avg:467.48ms
step:3340/6250 train_loss:2.5747 train_time:1556691ms step_avg:467.47ms
step:3341/6250 train_loss:2.6803 train_time:1557146ms step_avg:467.47ms
step:3342/6250 train_loss:2.6993 train_time:1557599ms step_avg:467.47ms
step:3343/6250 train_loss:2.6486 train_time:1558055ms step_avg:467.46ms
step:3344/6250 train_loss:2.7023 train_time:1558510ms step_avg:467.46ms
step:3345/6250 train_loss:2.6423 train_time:1558965ms step_avg:467.46ms
step:3346/6250 train_loss:2.5617 train_time:1559418ms step_avg:467.45ms
step:3347/6250 train_loss:2.6208 train_time:1559870ms step_avg:467.45ms
step:3348/6250 train_loss:2.7520 train_time:1560325ms step_avg:467.44ms
step:3349/6250 train_loss:2.6382 train_time:1560779ms step_avg:467.44ms
step:3350/6250 train_loss:2.6306 train_time:1561234ms step_avg:467.44ms
step:3351/6250 train_loss:2.6701 train_time:1561688ms step_avg:467.43ms
step:3352/6250 train_loss:2.7316 train_time:1562143ms step_avg:467.43ms
step:3353/6250 train_loss:2.6009 train_time:1562598ms step_avg:467.42ms
step:3354/6250 train_loss:2.5683 train_time:1563053ms step_avg:467.42ms
step:3355/6250 train_loss:2.6494 train_time:1563507ms step_avg:467.42ms
step:3356/6250 train_loss:2.6517 train_time:1563963ms step_avg:467.41ms
step:3357/6250 train_loss:2.6172 train_time:1564417ms step_avg:467.41ms
step:3358/6250 train_loss:2.6159 train_time:1564872ms step_avg:467.40ms
step:3359/6250 train_loss:2.5523 train_time:1565326ms step_avg:467.40ms
step:3360/6250 train_loss:2.5631 train_time:1565780ms step_avg:467.40ms
step:3361/6250 train_loss:2.7000 train_time:1566234ms step_avg:467.39ms
step:3362/6250 train_loss:2.6220 train_time:1566689ms step_avg:467.39ms
step:3363/6250 train_loss:2.6650 train_time:1567144ms step_avg:467.39ms
step:3364/6250 train_loss:2.6725 train_time:1567598ms step_avg:467.38ms
step:3365/6250 train_loss:2.6552 train_time:1568052ms step_avg:467.38ms
step:3366/6250 train_loss:2.5653 train_time:1568506ms step_avg:467.37ms
step:3367/6250 train_loss:2.6501 train_time:1568961ms step_avg:467.37ms
step:3368/6250 train_loss:2.7036 train_time:1569416ms step_avg:467.37ms
step:3369/6250 train_loss:2.6452 train_time:1569871ms step_avg:467.36ms
step:3370/6250 train_loss:2.6136 train_time:1570327ms step_avg:467.36ms
step:3371/6250 train_loss:2.6396 train_time:1570780ms step_avg:467.35ms
step:3372/6250 train_loss:2.7312 train_time:1571234ms step_avg:467.35ms
step:3373/6250 train_loss:2.6510 train_time:1571688ms step_avg:467.35ms
step:3374/6250 train_loss:2.6227 train_time:1572145ms step_avg:467.34ms
step:3375/6250 train_loss:2.6641 train_time:1572598ms step_avg:467.34ms
step:3376/6250 train_loss:2.6053 train_time:1573053ms step_avg:467.34ms
step:3377/6250 train_loss:2.6082 train_time:1573508ms step_avg:467.33ms
step:3378/6250 train_loss:2.6594 train_time:1573965ms step_avg:467.33ms
step:3379/6250 train_loss:2.6909 train_time:1574417ms step_avg:467.32ms
step:3380/6250 train_loss:2.7012 train_time:1574871ms step_avg:467.32ms
step:3381/6250 train_loss:2.7135 train_time:1575325ms step_avg:467.32ms
step:3382/6250 train_loss:2.6496 train_time:1575779ms step_avg:467.31ms
step:3383/6250 train_loss:2.5933 train_time:1576235ms step_avg:467.31ms
step:3384/6250 train_loss:2.5521 train_time:1576690ms step_avg:467.31ms
step:3385/6250 train_loss:2.5895 train_time:1577144ms step_avg:467.30ms
step:3386/6250 train_loss:2.6729 train_time:1577598ms step_avg:467.30ms
step:3387/6250 train_loss:2.6658 train_time:1578052ms step_avg:467.29ms
step:3388/6250 train_loss:2.6048 train_time:1578507ms step_avg:467.29ms
step:3389/6250 train_loss:2.7303 train_time:1578963ms step_avg:467.29ms
step:3390/6250 train_loss:2.6323 train_time:1579416ms step_avg:467.28ms
step:3391/6250 train_loss:2.7378 train_time:1579871ms step_avg:467.28ms
step:3392/6250 train_loss:2.5706 train_time:1580325ms step_avg:467.28ms
step:3393/6250 train_loss:2.6096 train_time:1580780ms step_avg:467.27ms
step:3394/6250 train_loss:2.6700 train_time:1581234ms step_avg:467.27ms
step:3395/6250 train_loss:2.6169 train_time:1581687ms step_avg:467.26ms
step:3396/6250 train_loss:2.6593 train_time:1582143ms step_avg:467.26ms
step:3397/6250 train_loss:2.6150 train_time:1582596ms step_avg:467.26ms
step:3398/6250 train_loss:2.6444 train_time:1583052ms step_avg:467.25ms
step:3399/6250 train_loss:2.6285 train_time:1583505ms step_avg:467.25ms
step:3400/6250 train_loss:2.6562 train_time:1583959ms step_avg:467.24ms
step:3401/6250 train_loss:2.5877 train_time:1584411ms step_avg:467.24ms
step:3402/6250 train_loss:2.6592 train_time:1584866ms step_avg:467.24ms
step:3403/6250 train_loss:2.6413 train_time:1585321ms step_avg:467.23ms
step:3404/6250 train_loss:2.5397 train_time:1585776ms step_avg:467.23ms
step:3405/6250 train_loss:2.5809 train_time:1586231ms step_avg:467.23ms
step:3406/6250 train_loss:2.6658 train_time:1586685ms step_avg:467.22ms
step:3407/6250 train_loss:2.6436 train_time:1587140ms step_avg:467.22ms
step:3408/6250 train_loss:2.5060 train_time:1587593ms step_avg:467.21ms
step:3409/6250 train_loss:2.5258 train_time:1588049ms step_avg:467.21ms
step:3410/6250 train_loss:2.5837 train_time:1588503ms step_avg:467.21ms
step:3411/6250 train_loss:2.6371 train_time:1588959ms step_avg:467.20ms
step:3412/6250 train_loss:2.6539 train_time:1589411ms step_avg:467.20ms
step:3413/6250 train_loss:2.7498 train_time:1589864ms step_avg:467.19ms
step:3414/6250 train_loss:2.6267 train_time:1590319ms step_avg:467.19ms
step:3415/6250 train_loss:2.5817 train_time:1590773ms step_avg:467.19ms
step:3416/6250 train_loss:2.5747 train_time:1591228ms step_avg:467.18ms
step:3417/6250 train_loss:2.6470 train_time:1591684ms step_avg:467.18ms
step:3418/6250 train_loss:2.6406 train_time:1592138ms step_avg:467.18ms
step:3419/6250 train_loss:2.6014 train_time:1592591ms step_avg:467.17ms
step:3420/6250 train_loss:2.6613 train_time:1593045ms step_avg:467.17ms
step:3421/6250 train_loss:2.6840 train_time:1593499ms step_avg:467.16ms
step:3422/6250 train_loss:2.6132 train_time:1593954ms step_avg:467.16ms
step:3423/6250 train_loss:2.6074 train_time:1594423ms step_avg:467.16ms
step:3424/6250 train_loss:2.6624 train_time:1594878ms step_avg:467.16ms
step:3425/6250 train_loss:2.6238 train_time:1595349ms step_avg:467.16ms
step:3426/6250 train_loss:2.7312 train_time:1595803ms step_avg:467.16ms
step:3427/6250 train_loss:2.5687 train_time:1596275ms step_avg:467.16ms
step:3428/6250 train_loss:2.6169 train_time:1596742ms step_avg:467.16ms
step:3429/6250 train_loss:2.5896 train_time:1597216ms step_avg:467.16ms
step:3430/6250 train_loss:2.6563 train_time:1597686ms step_avg:467.16ms
step:3431/6250 train_loss:2.6158 train_time:1598142ms step_avg:467.16ms
step:3432/6250 train_loss:2.6225 train_time:1598595ms step_avg:467.15ms
step:3433/6250 train_loss:2.6846 train_time:1599050ms step_avg:467.15ms
step:3434/6250 train_loss:2.6353 train_time:1599504ms step_avg:467.14ms
step:3435/6250 train_loss:2.6473 train_time:1599960ms step_avg:467.14ms
step:3436/6250 train_loss:2.6465 train_time:1600424ms step_avg:467.14ms
step:3437/6250 train_loss:2.6128 train_time:1600913ms step_avg:467.15ms
step:3438/6250 train_loss:2.5729 train_time:1601367ms step_avg:467.14ms
step:3439/6250 train_loss:2.5849 train_time:1601832ms step_avg:467.14ms
step:3440/6250 train_loss:2.6934 train_time:1602308ms step_avg:467.15ms
step:3441/6250 train_loss:2.6754 train_time:1602763ms step_avg:467.14ms
step:3442/6250 train_loss:2.6682 train_time:1603219ms step_avg:467.14ms
step:3443/6250 train_loss:2.6529 train_time:1603673ms step_avg:467.13ms
step:3444/6250 train_loss:2.7180 train_time:1604129ms step_avg:467.13ms
step:3445/6250 train_loss:2.5408 train_time:1604596ms step_avg:467.13ms
step:3446/6250 train_loss:2.6945 train_time:1605066ms step_avg:467.13ms
step:3447/6250 train_loss:2.6925 train_time:1605535ms step_avg:467.13ms
step:3448/6250 train_loss:2.5040 train_time:1606004ms step_avg:467.13ms
step:3449/6250 train_loss:2.5919 train_time:1606473ms step_avg:467.13ms
step:3450/6250 train_loss:2.6247 train_time:1606969ms step_avg:467.14ms
step:3451/6250 train_loss:2.5449 train_time:1607434ms step_avg:467.14ms
step:3452/6250 train_loss:2.6250 train_time:1607894ms step_avg:467.14ms
step:3453/6250 train_loss:2.5948 train_time:1608360ms step_avg:467.14ms
step:3454/6250 train_loss:2.6063 train_time:1608836ms step_avg:467.14ms
step:3455/6250 train_loss:2.7508 train_time:1609295ms step_avg:467.14ms
step:3456/6250 train_loss:2.6670 train_time:1609770ms step_avg:467.14ms
step:3457/6250 train_loss:2.6780 train_time:1610245ms step_avg:467.14ms
step:3458/6250 train_loss:2.7856 train_time:1610710ms step_avg:467.14ms
step:3459/6250 train_loss:2.6245 train_time:1611181ms step_avg:467.14ms
step:3460/6250 train_loss:2.7037 train_time:1611654ms step_avg:467.15ms
step:3461/6250 train_loss:2.5777 train_time:1612128ms step_avg:467.15ms
step:3462/6250 train_loss:2.5577 train_time:1612586ms step_avg:467.15ms
step:3463/6250 train_loss:2.6865 train_time:1613055ms step_avg:467.15ms
step:3464/6250 train_loss:2.6356 train_time:1613515ms step_avg:467.14ms
step:3465/6250 train_loss:2.6287 train_time:1613973ms step_avg:467.14ms
step:3466/6250 train_loss:2.6303 train_time:1614429ms step_avg:467.14ms
step:3467/6250 train_loss:2.6263 train_time:1614908ms step_avg:467.14ms
step:3468/6250 train_loss:2.6476 train_time:1615380ms step_avg:467.14ms
step:3469/6250 train_loss:2.7340 train_time:1615843ms step_avg:467.14ms
step:3470/6250 train_loss:2.5929 train_time:1616301ms step_avg:467.14ms
step:3471/6250 train_loss:2.5732 train_time:1616770ms step_avg:467.14ms
step:3472/6250 train_loss:2.5565 train_time:1617243ms step_avg:467.14ms
step:3473/6250 train_loss:2.6326 train_time:1617713ms step_avg:467.14ms
step:3474/6250 train_loss:2.6128 train_time:1618193ms step_avg:467.15ms
step:3475/6250 train_loss:2.5387 train_time:1618669ms step_avg:467.15ms
step:3476/6250 train_loss:2.6028 train_time:1619141ms step_avg:467.15ms
step:3477/6250 train_loss:2.7232 train_time:1619617ms step_avg:467.15ms
step:3478/6250 train_loss:2.5700 train_time:1620090ms step_avg:467.15ms
step:3479/6250 train_loss:2.4889 train_time:1620567ms step_avg:467.16ms
step:3480/6250 train_loss:2.5295 train_time:1621035ms step_avg:467.16ms
step:3481/6250 train_loss:2.7067 train_time:1621511ms step_avg:467.16ms
step:3482/6250 train_loss:2.5670 train_time:1621986ms step_avg:467.16ms
step:3483/6250 train_loss:2.6556 train_time:1622454ms step_avg:467.16ms
step:3484/6250 train_loss:2.7278 train_time:1622926ms step_avg:467.16ms
step:3485/6250 train_loss:2.6486 train_time:1623384ms step_avg:467.16ms
step:3486/6250 train_loss:2.5673 train_time:1623859ms step_avg:467.16ms
step:3487/6250 train_loss:2.8446 train_time:1624319ms step_avg:467.16ms
step:3488/6250 train_loss:2.6097 train_time:1624776ms step_avg:467.16ms
step:3489/6250 train_loss:2.6285 train_time:1625249ms step_avg:467.16ms
step:3490/6250 train_loss:2.5916 train_time:1625703ms step_avg:467.16ms
step:3491/6250 train_loss:2.6950 train_time:1626172ms step_avg:467.16ms
step:3492/6250 train_loss:2.6560 train_time:1626661ms step_avg:467.16ms
step:3493/6250 train_loss:2.7023 train_time:1627130ms step_avg:467.16ms
step:3494/6250 train_loss:2.5426 train_time:1627589ms step_avg:467.16ms
step:3495/6250 train_loss:2.5917 train_time:1628048ms step_avg:467.16ms
step:3496/6250 train_loss:2.5454 train_time:1628507ms step_avg:467.16ms
step:3497/6250 train_loss:2.6457 train_time:1628967ms step_avg:467.15ms
step:3498/6250 train_loss:2.6422 train_time:1629427ms step_avg:467.15ms
step:3499/6250 train_loss:2.5448 train_time:1629890ms step_avg:467.15ms
step:3500/6250 train_loss:2.6122 train_time:1630353ms step_avg:467.15ms
step:3501/6250 train_loss:2.5917 train_time:1630816ms step_avg:467.15ms
step:3502/6250 train_loss:2.5954 train_time:1631284ms step_avg:467.15ms
step:3503/6250 train_loss:2.5894 train_time:1631750ms step_avg:467.15ms
step:3504/6250 train_loss:2.6326 train_time:1632238ms step_avg:467.15ms
step:3505/6250 train_loss:2.6497 train_time:1632707ms step_avg:467.16ms
step:3506/6250 train_loss:2.7229 train_time:1633173ms step_avg:467.15ms
step:3507/6250 train_loss:2.6006 train_time:1633629ms step_avg:467.15ms
step:3508/6250 train_loss:2.5554 train_time:1634085ms step_avg:467.15ms
step:3509/6250 train_loss:2.6627 train_time:1634546ms step_avg:467.15ms
step:3510/6250 train_loss:2.6701 train_time:1635004ms step_avg:467.14ms
step:3511/6250 train_loss:2.6452 train_time:1635460ms step_avg:467.14ms
step:3512/6250 train_loss:2.6424 train_time:1635946ms step_avg:467.15ms
step:3513/6250 train_loss:2.6773 train_time:1636440ms step_avg:467.15ms
step:3514/6250 train_loss:2.6602 train_time:1636898ms step_avg:467.15ms
step:3515/6250 train_loss:2.6091 train_time:1637376ms step_avg:467.15ms
step:3516/6250 train_loss:2.5743 train_time:1637837ms step_avg:467.15ms
step:3517/6250 train_loss:2.6519 train_time:1638294ms step_avg:467.15ms
step:3518/6250 train_loss:2.5761 train_time:1638749ms step_avg:467.15ms
step:3519/6250 train_loss:2.5795 train_time:1639212ms step_avg:467.15ms
step:3520/6250 train_loss:2.5686 train_time:1639667ms step_avg:467.14ms
step:3521/6250 train_loss:2.5727 train_time:1640123ms step_avg:467.14ms
step:3522/6250 train_loss:2.6697 train_time:1640576ms step_avg:467.13ms
step:3523/6250 train_loss:2.6174 train_time:1641036ms step_avg:467.13ms
step:3524/6250 train_loss:2.6081 train_time:1641493ms step_avg:467.13ms
step:3525/6250 train_loss:2.6528 train_time:1641950ms step_avg:467.13ms
step:3526/6250 train_loss:2.6565 train_time:1642404ms step_avg:467.12ms
step:3527/6250 train_loss:2.6072 train_time:1642861ms step_avg:467.12ms
step:3528/6250 train_loss:2.6024 train_time:1643320ms step_avg:467.12ms
step:3529/6250 train_loss:2.7147 train_time:1643774ms step_avg:467.11ms
step:3530/6250 train_loss:2.5674 train_time:1644231ms step_avg:467.11ms
step:3531/6250 train_loss:2.6711 train_time:1644686ms step_avg:467.11ms
step:3532/6250 train_loss:2.5968 train_time:1645150ms step_avg:467.11ms
step:3533/6250 train_loss:2.5546 train_time:1645604ms step_avg:467.10ms
step:3534/6250 train_loss:2.6781 train_time:1646058ms step_avg:467.10ms
step:3535/6250 train_loss:2.5786 train_time:1646511ms step_avg:467.10ms
step:3536/6250 train_loss:2.6512 train_time:1646967ms step_avg:467.09ms
step:3537/6250 train_loss:2.5401 train_time:1647421ms step_avg:467.09ms
step:3538/6250 train_loss:2.6351 train_time:1647874ms step_avg:467.08ms
step:3539/6250 train_loss:2.6036 train_time:1648335ms step_avg:467.08ms
step:3540/6250 train_loss:2.6138 train_time:1648789ms step_avg:467.08ms
step:3541/6250 train_loss:2.6843 train_time:1649243ms step_avg:467.08ms
step:3542/6250 train_loss:2.6295 train_time:1649696ms step_avg:467.07ms
step:3543/6250 train_loss:2.6624 train_time:1650158ms step_avg:467.07ms
step:3544/6250 train_loss:2.5352 train_time:1650612ms step_avg:467.07ms
step:3545/6250 train_loss:2.5883 train_time:1651067ms step_avg:467.06ms
step:3546/6250 train_loss:2.6328 train_time:1651521ms step_avg:467.06ms
step:3547/6250 train_loss:2.6131 train_time:1651976ms step_avg:467.06ms
step:3548/6250 train_loss:2.6252 train_time:1652430ms step_avg:467.05ms
step:3549/6250 train_loss:2.7097 train_time:1652884ms step_avg:467.05ms
step:3550/6250 train_loss:2.6021 train_time:1653345ms step_avg:467.05ms
step:3551/6250 train_loss:2.6023 train_time:1653797ms step_avg:467.04ms
step:3552/6250 train_loss:2.6256 train_time:1654252ms step_avg:467.04ms
step:3553/6250 train_loss:2.6242 train_time:1654706ms step_avg:467.04ms
step:3554/6250 train_loss:2.5495 train_time:1655164ms step_avg:467.03ms
step:3555/6250 train_loss:2.5616 train_time:1655619ms step_avg:467.03ms
step:3556/6250 train_loss:2.6156 train_time:1656074ms step_avg:467.03ms
step:3557/6250 train_loss:2.5215 train_time:1656527ms step_avg:467.02ms
step:3558/6250 train_loss:2.6415 train_time:1656983ms step_avg:467.02ms
step:3559/6250 train_loss:2.5029 train_time:1657444ms step_avg:467.02ms
step:3560/6250 train_loss:2.5682 train_time:1657905ms step_avg:467.02ms
step:3561/6250 train_loss:2.6401 train_time:1658360ms step_avg:467.01ms
step:3562/6250 train_loss:2.5410 train_time:1658814ms step_avg:467.01ms
step:3563/6250 train_loss:2.6010 train_time:1659277ms step_avg:467.01ms
step:3564/6250 train_loss:2.5585 train_time:1659732ms step_avg:467.00ms
step:3565/6250 train_loss:2.5793 train_time:1660187ms step_avg:467.00ms
step:3566/6250 train_loss:2.6485 train_time:1660641ms step_avg:467.00ms
step:3567/6250 train_loss:2.5755 train_time:1661097ms step_avg:466.99ms
step:3568/6250 train_loss:2.5082 train_time:1661550ms step_avg:466.99ms
step:3569/6250 train_loss:2.5534 train_time:1662006ms step_avg:466.99ms
step:3570/6250 train_loss:2.5353 train_time:1662470ms step_avg:466.99ms
step:3571/6250 train_loss:2.6060 train_time:1662924ms step_avg:466.98ms
step:3572/6250 train_loss:2.7494 train_time:1663382ms step_avg:466.98ms
step:3573/6250 train_loss:2.5963 train_time:1663836ms step_avg:466.98ms
step:3574/6250 train_loss:2.6857 train_time:1664294ms step_avg:466.97ms
step:3575/6250 train_loss:2.5662 train_time:1664750ms step_avg:466.97ms
step:3576/6250 train_loss:2.6754 train_time:1665205ms step_avg:466.97ms
step:3577/6250 train_loss:2.6798 train_time:1665660ms step_avg:466.96ms
step:3578/6250 train_loss:2.6336 train_time:1666119ms step_avg:466.96ms
step:3579/6250 train_loss:2.6430 train_time:1666592ms step_avg:466.96ms
step:3580/6250 train_loss:2.6354 train_time:1667049ms step_avg:466.96ms
step:3581/6250 train_loss:2.6679 train_time:1667504ms step_avg:466.96ms
step:3582/6250 train_loss:2.5589 train_time:1667959ms step_avg:466.95ms
step:3583/6250 train_loss:2.6717 train_time:1668421ms step_avg:466.95ms
step:3584/6250 train_loss:2.5313 train_time:1668876ms step_avg:466.95ms
step:3585/6250 train_loss:2.4715 train_time:1669331ms step_avg:466.95ms
step:3586/6250 train_loss:2.6456 train_time:1669789ms step_avg:466.94ms
step:3587/6250 train_loss:2.5344 train_time:1670266ms step_avg:466.95ms
step:3588/6250 train_loss:2.4918 train_time:1670734ms step_avg:466.95ms
step:3589/6250 train_loss:2.6341 train_time:1671193ms step_avg:466.94ms
step:3590/6250 train_loss:2.6038 train_time:1671651ms step_avg:466.94ms
step:3591/6250 train_loss:2.5877 train_time:1672116ms step_avg:466.94ms
step:3592/6250 train_loss:2.6583 train_time:1672587ms step_avg:466.94ms
step:3593/6250 train_loss:2.5647 train_time:1673056ms step_avg:466.94ms
step:3594/6250 train_loss:2.5813 train_time:1673521ms step_avg:466.94ms
step:3595/6250 train_loss:2.5894 train_time:1673977ms step_avg:466.94ms
step:3596/6250 train_loss:2.5661 train_time:1674448ms step_avg:466.94ms
step:3597/6250 train_loss:2.5463 train_time:1674925ms step_avg:466.94ms
step:3598/6250 train_loss:2.5514 train_time:1675393ms step_avg:466.94ms
step:3599/6250 train_loss:2.4834 train_time:1675866ms step_avg:466.95ms
step:3600/6250 train_loss:2.4980 train_time:1676323ms step_avg:466.94ms
step:3601/6250 train_loss:2.6274 train_time:1676779ms step_avg:466.94ms
step:3602/6250 train_loss:2.5637 train_time:1677236ms step_avg:466.94ms
step:3603/6250 train_loss:2.5231 train_time:1677702ms step_avg:466.94ms
step:3604/6250 train_loss:2.5211 train_time:1678171ms step_avg:466.94ms
step:3605/6250 train_loss:2.6332 train_time:1678649ms step_avg:466.94ms
step:3606/6250 train_loss:2.5514 train_time:1679109ms step_avg:466.94ms
step:3607/6250 train_loss:2.5386 train_time:1679578ms step_avg:466.94ms
step:3608/6250 train_loss:2.6970 train_time:1680046ms step_avg:466.94ms
step:3609/6250 train_loss:2.5716 train_time:1680511ms step_avg:466.94ms
step:3610/6250 train_loss:2.5512 train_time:1680976ms step_avg:466.94ms
step:3611/6250 train_loss:2.6415 train_time:1681436ms step_avg:466.94ms
step:3612/6250 train_loss:2.6807 train_time:1681891ms step_avg:466.93ms
step:3613/6250 train_loss:2.5098 train_time:1682356ms step_avg:466.93ms
step:3614/6250 train_loss:2.5014 train_time:1682811ms step_avg:466.93ms
step:3615/6250 train_loss:2.5331 train_time:1683276ms step_avg:466.93ms
step:3616/6250 train_loss:2.6273 train_time:1683741ms step_avg:466.93ms
step:3617/6250 train_loss:2.5898 train_time:1684217ms step_avg:466.93ms
step:3618/6250 train_loss:2.6141 train_time:1684699ms step_avg:466.93ms
step:3619/6250 train_loss:2.6361 train_time:1685171ms step_avg:466.94ms
step:3620/6250 train_loss:2.5703 train_time:1685657ms step_avg:466.94ms
step:3621/6250 train_loss:2.6322 train_time:1686137ms step_avg:466.94ms
step:3622/6250 train_loss:2.5681 train_time:1686600ms step_avg:466.94ms
step:3623/6250 train_loss:2.6391 train_time:1687056ms step_avg:466.94ms
step:3624/6250 train_loss:2.5500 train_time:1687511ms step_avg:466.94ms
step:3625/6250 train_loss:2.6805 train_time:1687966ms step_avg:466.93ms
step:3626/6250 train_loss:2.7284 train_time:1688432ms step_avg:466.93ms
step:3627/6250 train_loss:2.6182 train_time:1688891ms step_avg:466.93ms
step:3628/6250 train_loss:2.5502 train_time:1689353ms step_avg:466.93ms
step:3629/6250 train_loss:2.5003 train_time:1689821ms step_avg:466.93ms
step:3630/6250 train_loss:2.6241 train_time:1690277ms step_avg:466.93ms
step:3631/6250 train_loss:2.6215 train_time:1690746ms step_avg:466.93ms
step:3632/6250 train_loss:2.5550 train_time:1691217ms step_avg:466.93ms
step:3633/6250 train_loss:2.5010 train_time:1691672ms step_avg:466.93ms
step:3634/6250 train_loss:2.6110 train_time:1692128ms step_avg:466.92ms
step:3635/6250 train_loss:2.5671 train_time:1692583ms step_avg:466.92ms
step:3636/6250 train_loss:2.6011 train_time:1693038ms step_avg:466.92ms
step:3637/6250 train_loss:2.6635 train_time:1693495ms step_avg:466.91ms
step:3638/6250 train_loss:2.6038 train_time:1693965ms step_avg:466.91ms
step:3639/6250 train_loss:2.6666 train_time:1694436ms step_avg:466.92ms
step:3640/6250 train_loss:2.5586 train_time:1694892ms step_avg:466.91ms
step:3641/6250 train_loss:2.6404 train_time:1695349ms step_avg:466.91ms
step:3642/6250 train_loss:2.5717 train_time:1695815ms step_avg:466.91ms
step:3643/6250 train_loss:2.7106 train_time:1696285ms step_avg:466.91ms
step:3644/6250 train_loss:2.5797 train_time:1696754ms step_avg:466.91ms
step:3645/6250 train_loss:2.5625 train_time:1697210ms step_avg:466.91ms
step:3646/6250 train_loss:2.5946 train_time:1697678ms step_avg:466.91ms
step:3647/6250 train_loss:2.5694 train_time:1698134ms step_avg:466.91ms
step:3648/6250 train_loss:2.5867 train_time:1698594ms step_avg:466.90ms
step:3649/6250 train_loss:2.6023 train_time:1699056ms step_avg:466.90ms
step:3650/6250 train_loss:2.5204 train_time:1699525ms step_avg:466.90ms
step:3651/6250 train_loss:2.6453 train_time:1699979ms step_avg:466.90ms
step:3652/6250 train_loss:2.5172 train_time:1700443ms step_avg:466.90ms
step:3653/6250 train_loss:2.5316 train_time:1700907ms step_avg:466.90ms
step:3654/6250 train_loss:2.5432 train_time:1701364ms step_avg:466.89ms
step:3655/6250 train_loss:2.6012 train_time:1701831ms step_avg:466.89ms
step:3656/6250 train_loss:2.6085 train_time:1702307ms step_avg:466.90ms
step:3657/6250 train_loss:2.6036 train_time:1702786ms step_avg:466.90ms
step:3658/6250 train_loss:2.6146 train_time:1703252ms step_avg:466.90ms
step:3659/6250 train_loss:2.7594 train_time:1703707ms step_avg:466.90ms
step:3660/6250 train_loss:2.4790 train_time:1704164ms step_avg:466.89ms
step:3661/6250 train_loss:2.6030 train_time:1704619ms step_avg:466.89ms
step:3662/6250 train_loss:2.5459 train_time:1705100ms step_avg:466.89ms
step:3663/6250 train_loss:2.5624 train_time:1705577ms step_avg:466.90ms
step:3664/6250 train_loss:2.5827 train_time:1706056ms step_avg:466.90ms
step:3665/6250 train_loss:2.6031 train_time:1706515ms step_avg:466.90ms
step:3666/6250 train_loss:2.5859 train_time:1706993ms step_avg:466.90ms
step:3667/6250 train_loss:2.6057 train_time:1707463ms step_avg:466.90ms
step:3668/6250 train_loss:2.6097 train_time:1707919ms step_avg:466.90ms
step:3669/6250 train_loss:2.5697 train_time:1708382ms step_avg:466.90ms
step:3670/6250 train_loss:2.6367 train_time:1708847ms step_avg:466.90ms
step:3671/6250 train_loss:2.5870 train_time:1709308ms step_avg:466.90ms
step:3672/6250 train_loss:2.5730 train_time:1709778ms step_avg:466.90ms
step:3673/6250 train_loss:2.5225 train_time:1710239ms step_avg:466.90ms
step:3674/6250 train_loss:2.6390 train_time:1710705ms step_avg:466.90ms
step:3675/6250 train_loss:2.6572 train_time:1711172ms step_avg:466.90ms
step:3676/6250 train_loss:2.6376 train_time:1711635ms step_avg:466.89ms
step:3677/6250 train_loss:2.6452 train_time:1712097ms step_avg:466.89ms
step:3678/6250 train_loss:2.5933 train_time:1712558ms step_avg:466.89ms
step:3679/6250 train_loss:2.5699 train_time:1713013ms step_avg:466.89ms
step:3680/6250 train_loss:2.6447 train_time:1713478ms step_avg:466.89ms
step:3681/6250 train_loss:2.6467 train_time:1713945ms step_avg:466.89ms
step:3682/6250 train_loss:2.6049 train_time:1714400ms step_avg:466.88ms
step:3683/6250 train_loss:2.6452 train_time:1714872ms step_avg:466.89ms
step:3684/6250 train_loss:2.5701 train_time:1715342ms step_avg:466.89ms
step:3685/6250 train_loss:2.6194 train_time:1715810ms step_avg:466.89ms
step:3686/6250 train_loss:2.5685 train_time:1716280ms step_avg:466.89ms
step:3687/6250 train_loss:2.5821 train_time:1716735ms step_avg:466.88ms
step:3688/6250 train_loss:2.6356 train_time:1717191ms step_avg:466.88ms
step:3689/6250 train_loss:2.5596 train_time:1717651ms step_avg:466.88ms
step:3690/6250 train_loss:2.4680 train_time:1718124ms step_avg:466.88ms
step:3691/6250 train_loss:2.5023 train_time:1718592ms step_avg:466.88ms
step:3692/6250 train_loss:2.6123 train_time:1719057ms step_avg:466.88ms
step:3693/6250 train_loss:2.6011 train_time:1719532ms step_avg:466.88ms
step:3694/6250 train_loss:2.5613 train_time:1720003ms step_avg:466.88ms
step:3695/6250 train_loss:2.5162 train_time:1720465ms step_avg:466.88ms
step:3696/6250 train_loss:2.5640 train_time:1720943ms step_avg:466.89ms
step:3697/6250 train_loss:2.7007 train_time:1721407ms step_avg:466.89ms
step:3698/6250 train_loss:2.5767 train_time:1721865ms step_avg:466.88ms
step:3699/6250 train_loss:2.6434 train_time:1722321ms step_avg:466.88ms
step:3700/6250 train_loss:2.5748 train_time:1722790ms step_avg:466.88ms
step:3701/6250 train_loss:2.5256 train_time:1723245ms step_avg:466.88ms
step:3702/6250 train_loss:2.5618 train_time:1723701ms step_avg:466.87ms
step:3703/6250 train_loss:2.5089 train_time:1724164ms step_avg:466.87ms
step:3704/6250 train_loss:2.5362 train_time:1724630ms step_avg:466.87ms
step:3705/6250 train_loss:2.6484 train_time:1725086ms step_avg:466.87ms
step:3706/6250 train_loss:2.5738 train_time:1725553ms step_avg:466.87ms
step:3707/6250 train_loss:2.5347 train_time:1726021ms step_avg:466.87ms
step:3708/6250 train_loss:2.5902 train_time:1726491ms step_avg:466.87ms
step:3709/6250 train_loss:2.5564 train_time:1726957ms step_avg:466.87ms
step:3710/6250 train_loss:2.6261 train_time:1727414ms step_avg:466.87ms
step:3711/6250 train_loss:2.6139 train_time:1727881ms step_avg:466.87ms
step:3712/6250 train_loss:2.5760 train_time:1728344ms step_avg:466.87ms
step:3713/6250 train_loss:2.6272 train_time:1728817ms step_avg:466.87ms
step:3714/6250 train_loss:2.6409 train_time:1729280ms step_avg:466.87ms
step:3715/6250 train_loss:2.6159 train_time:1729735ms step_avg:466.86ms
step:3716/6250 train_loss:2.7017 train_time:1730190ms step_avg:466.86ms
step:3717/6250 train_loss:2.6510 train_time:1730645ms step_avg:466.86ms
step:3718/6250 train_loss:2.6132 train_time:1731111ms step_avg:466.86ms
step:3719/6250 train_loss:2.5923 train_time:1731575ms step_avg:466.86ms
step:3720/6250 train_loss:2.6861 train_time:1732045ms step_avg:466.86ms
step:3721/6250 train_loss:2.5768 train_time:1732511ms step_avg:466.86ms
step:3722/6250 train_loss:2.6354 train_time:1732990ms step_avg:466.86ms
step:3723/6250 train_loss:2.5819 train_time:1733460ms step_avg:466.86ms
step:3724/6250 train_loss:2.5713 train_time:1733921ms step_avg:466.86ms
step:3725/6250 train_loss:2.6532 train_time:1734381ms step_avg:466.86ms
step:3726/6250 train_loss:2.5399 train_time:1734845ms step_avg:466.86ms
step:3727/6250 train_loss:2.6727 train_time:1735309ms step_avg:466.86ms
step:3728/6250 train_loss:2.5598 train_time:1735765ms step_avg:466.85ms
step:3729/6250 train_loss:2.5727 train_time:1736222ms step_avg:466.85ms
step:3730/6250 train_loss:2.5873 train_time:1736695ms step_avg:466.85ms
step:3731/6250 train_loss:2.5750 train_time:1737171ms step_avg:466.86ms
step:3732/6250 train_loss:2.7088 train_time:1737630ms step_avg:466.85ms
step:3733/6250 train_loss:2.5810 train_time:1738118ms step_avg:466.86ms
step:3734/6250 train_loss:2.6569 train_time:1738599ms step_avg:466.86ms
step:3735/6250 train_loss:2.6628 train_time:1739063ms step_avg:466.86ms
step:3736/6250 train_loss:2.6156 train_time:1739520ms step_avg:466.86ms
step:3737/6250 train_loss:2.6290 train_time:1739985ms step_avg:466.86ms
step:3738/6250 train_loss:2.6588 train_time:1740443ms step_avg:466.86ms
step:3739/6250 train_loss:2.5394 train_time:1740898ms step_avg:466.85ms
step:3740/6250 train_loss:2.6019 train_time:1741354ms step_avg:466.85ms
step:3741/6250 train_loss:2.6127 train_time:1741810ms step_avg:466.85ms
step:3742/6250 train_loss:2.5601 train_time:1742265ms step_avg:466.84ms
step:3743/6250 train_loss:2.5140 train_time:1742722ms step_avg:466.84ms
step:3744/6250 train_loss:2.6195 train_time:1743177ms step_avg:466.84ms
step:3745/6250 train_loss:2.5888 train_time:1743632ms step_avg:466.84ms
step:3746/6250 train_loss:2.6233 train_time:1744087ms step_avg:466.83ms
step:3747/6250 train_loss:2.6109 train_time:1744541ms step_avg:466.83ms
step:3748/6250 train_loss:2.5946 train_time:1745005ms step_avg:466.83ms
step:3749/6250 train_loss:2.5003 train_time:1745481ms step_avg:466.83ms
step:3750/6250 train_loss:2.6194 train_time:1745951ms step_avg:466.83ms
step:3751/6250 train_loss:2.5983 train_time:1746421ms step_avg:466.83ms
step:3752/6250 train_loss:2.5202 train_time:1746886ms step_avg:466.83ms
step:3753/6250 train_loss:2.5839 train_time:1747342ms step_avg:466.83ms
step:3754/6250 train_loss:2.5335 train_time:1747799ms step_avg:466.83ms
step:3755/6250 train_loss:2.6068 train_time:1748255ms step_avg:466.82ms
step:3756/6250 train_loss:2.7228 train_time:1748710ms step_avg:466.82ms
step:3757/6250 train_loss:2.6090 train_time:1749167ms step_avg:466.82ms
step:3758/6250 train_loss:2.5792 train_time:1749622ms step_avg:466.81ms
step:3759/6250 train_loss:2.5276 train_time:1750079ms step_avg:466.81ms
step:3760/6250 train_loss:2.5703 train_time:1750534ms step_avg:466.81ms
step:3761/6250 train_loss:2.5393 train_time:1750989ms step_avg:466.81ms
step:3762/6250 train_loss:2.6280 train_time:1751460ms step_avg:466.81ms
step:3763/6250 train_loss:2.7042 train_time:1751924ms step_avg:466.81ms
step:3764/6250 train_loss:2.6261 train_time:1752381ms step_avg:466.80ms
step:3765/6250 train_loss:2.5394 train_time:1752853ms step_avg:466.80ms
step:3766/6250 train_loss:2.5407 train_time:1753329ms step_avg:466.81ms
step:3767/6250 train_loss:2.5606 train_time:1753806ms step_avg:466.81ms
step:3768/6250 train_loss:2.5938 train_time:1754276ms step_avg:466.81ms
step:3769/6250 train_loss:2.6465 train_time:1754736ms step_avg:466.81ms
step:3770/6250 train_loss:2.6835 train_time:1755204ms step_avg:466.81ms
step:3771/6250 train_loss:2.5328 train_time:1755662ms step_avg:466.81ms
step:3772/6250 train_loss:2.5729 train_time:1756119ms step_avg:466.80ms
step:3773/6250 train_loss:2.6386 train_time:1756574ms step_avg:466.80ms
step:3774/6250 train_loss:2.5887 train_time:1757028ms step_avg:466.80ms
step:3775/6250 train_loss:2.5589 train_time:1757483ms step_avg:466.80ms
step:3776/6250 train_loss:2.5740 train_time:1757937ms step_avg:466.79ms
step:3777/6250 train_loss:2.5431 train_time:1758393ms step_avg:466.79ms
step:3778/6250 train_loss:2.6023 train_time:1758855ms step_avg:466.79ms
step:3779/6250 train_loss:2.6393 train_time:1759312ms step_avg:466.78ms
step:3780/6250 train_loss:2.5483 train_time:1759768ms step_avg:466.78ms
step:3781/6250 train_loss:2.5020 train_time:1760225ms step_avg:466.78ms
step:3782/6250 train_loss:2.6841 train_time:1760690ms step_avg:466.78ms
step:3783/6250 train_loss:2.4931 train_time:1761161ms step_avg:466.78ms
step:3784/6250 train_loss:2.5016 train_time:1761632ms step_avg:466.78ms
step:3785/6250 train_loss:2.6234 train_time:1762091ms step_avg:466.78ms
step:3786/6250 train_loss:2.5942 train_time:1762546ms step_avg:466.78ms
step:3787/6250 train_loss:2.5471 train_time:1763015ms step_avg:466.78ms
step:3788/6250 train_loss:2.5983 train_time:1763471ms step_avg:466.77ms
step:3789/6250 train_loss:2.5583 train_time:1763933ms step_avg:466.77ms
step:3790/6250 train_loss:2.5596 train_time:1764397ms step_avg:466.77ms
step:3791/6250 train_loss:2.6025 train_time:1764863ms step_avg:466.77ms
step:3792/6250 train_loss:2.6189 train_time:1765327ms step_avg:466.77ms
step:3793/6250 train_loss:2.5840 train_time:1765795ms step_avg:466.77ms
step:3794/6250 train_loss:2.5476 train_time:1766250ms step_avg:466.77ms
step:3795/6250 train_loss:2.5993 train_time:1766704ms step_avg:466.76ms
step:3796/6250 train_loss:2.6342 train_time:1767162ms step_avg:466.76ms
step:3797/6250 train_loss:2.6470 train_time:1767617ms step_avg:466.76ms
step:3798/6250 train_loss:2.5687 train_time:1768081ms step_avg:466.76ms
step:3799/6250 train_loss:2.6457 train_time:1768536ms step_avg:466.76ms
step:3800/6250 train_loss:2.5494 train_time:1768993ms step_avg:466.75ms
step:3801/6250 train_loss:2.6415 train_time:1769457ms step_avg:466.75ms
step:3802/6250 train_loss:2.6397 train_time:1769934ms step_avg:466.75ms
step:3803/6250 train_loss:2.5800 train_time:1770396ms step_avg:466.75ms
step:3804/6250 train_loss:2.5022 train_time:1770855ms step_avg:466.75ms
step:3805/6250 train_loss:2.5283 train_time:1771320ms step_avg:466.75ms
step:3806/6250 train_loss:2.6182 train_time:1771786ms step_avg:466.75ms
step:3807/6250 train_loss:2.5769 train_time:1772246ms step_avg:466.75ms
step:3808/6250 train_loss:2.6080 train_time:1772704ms step_avg:466.75ms
step:3809/6250 train_loss:2.6043 train_time:1773160ms step_avg:466.74ms
step:3810/6250 train_loss:2.6237 train_time:1773623ms step_avg:466.74ms
step:3811/6250 train_loss:2.6601 train_time:1774096ms step_avg:466.74ms
step:3812/6250 train_loss:2.6065 train_time:1774555ms step_avg:466.74ms
step:3813/6250 train_loss:2.5645 train_time:1775031ms step_avg:466.75ms
step:3814/6250 train_loss:2.5513 train_time:1775504ms step_avg:466.75ms
step:3815/6250 train_loss:2.5556 train_time:1775959ms step_avg:466.74ms
step:3816/6250 train_loss:2.5282 train_time:1776414ms step_avg:466.74ms
step:3817/6250 train_loss:2.6187 train_time:1776881ms step_avg:466.74ms
step:3818/6250 train_loss:2.5150 train_time:1777366ms step_avg:466.75ms
step:3819/6250 train_loss:2.5898 train_time:1777841ms step_avg:466.75ms
step:3820/6250 train_loss:2.5651 train_time:1778310ms step_avg:466.75ms
step:3821/6250 train_loss:2.5697 train_time:1778785ms step_avg:466.75ms
step:3822/6250 train_loss:2.6174 train_time:1779255ms step_avg:466.75ms
step:3823/6250 train_loss:2.5154 train_time:1779718ms step_avg:466.75ms
step:3824/6250 train_loss:2.6135 train_time:1780192ms step_avg:466.75ms
step:3825/6250 train_loss:2.5830 train_time:1780657ms step_avg:466.75ms
step:3826/6250 train_loss:2.5706 train_time:1781125ms step_avg:466.75ms
step:3827/6250 train_loss:2.6639 train_time:1781585ms step_avg:466.75ms
step:3828/6250 train_loss:2.5315 train_time:1782052ms step_avg:466.75ms
step:3829/6250 train_loss:2.5323 train_time:1782506ms step_avg:466.75ms
step:3830/6250 train_loss:2.6182 train_time:1782966ms step_avg:466.74ms
step:3831/6250 train_loss:2.6090 train_time:1783425ms step_avg:466.74ms
step:3832/6250 train_loss:2.5690 train_time:1783879ms step_avg:466.74ms
step:3833/6250 train_loss:2.4979 train_time:1784336ms step_avg:466.74ms
step:3834/6250 train_loss:2.6432 train_time:1784793ms step_avg:466.73ms
step:3835/6250 train_loss:2.5934 train_time:1785249ms step_avg:466.73ms
step:3836/6250 train_loss:2.5505 train_time:1785703ms step_avg:466.73ms
step:3837/6250 train_loss:2.5937 train_time:1786159ms step_avg:466.73ms
step:3838/6250 train_loss:2.5891 train_time:1786613ms step_avg:466.72ms
step:3839/6250 train_loss:2.6270 train_time:1787069ms step_avg:466.72ms
step:3840/6250 train_loss:2.5164 train_time:1787522ms step_avg:466.72ms
step:3841/6250 train_loss:2.5454 train_time:1787982ms step_avg:466.71ms
step:3842/6250 train_loss:2.6705 train_time:1788441ms step_avg:466.71ms
step:3843/6250 train_loss:2.5965 train_time:1788896ms step_avg:466.71ms
step:3844/6250 train_loss:2.6414 train_time:1789373ms step_avg:466.71ms
step:3845/6250 train_loss:2.6449 train_time:1789842ms step_avg:466.71ms
step:3846/6250 train_loss:2.6153 train_time:1790316ms step_avg:466.71ms
step:3847/6250 train_loss:2.5918 train_time:1790773ms step_avg:466.71ms
step:3848/6250 train_loss:2.5611 train_time:1791242ms step_avg:466.71ms
step:3849/6250 train_loss:2.6178 train_time:1791700ms step_avg:466.71ms
step:3850/6250 train_loss:2.6630 train_time:1792155ms step_avg:466.71ms
step:3851/6250 train_loss:2.6963 train_time:1792614ms step_avg:466.71ms
step:3852/6250 train_loss:2.6508 train_time:1793089ms step_avg:466.71ms
step:3853/6250 train_loss:2.7121 train_time:1793564ms step_avg:466.71ms
step:3854/6250 train_loss:2.6295 train_time:1794020ms step_avg:466.71ms
step:3855/6250 train_loss:2.6335 train_time:1794494ms step_avg:466.71ms
step:3856/6250 train_loss:2.5757 train_time:1794957ms step_avg:466.71ms
step:3857/6250 train_loss:2.5520 train_time:1795433ms step_avg:466.71ms
step:3858/6250 train_loss:2.6507 train_time:1795903ms step_avg:466.71ms
step:3859/6250 train_loss:2.6184 train_time:1796386ms step_avg:466.71ms
step:3860/6250 train_loss:2.6278 train_time:1796853ms step_avg:466.72ms
step:3861/6250 train_loss:2.6731 train_time:1797309ms step_avg:466.71ms
step:3862/6250 train_loss:2.5671 train_time:1797770ms step_avg:466.71ms
step:3863/6250 train_loss:2.6259 train_time:1798242ms step_avg:466.71ms
step:3864/6250 train_loss:2.5545 train_time:1798698ms step_avg:466.71ms
step:3865/6250 train_loss:2.5590 train_time:1799165ms step_avg:466.71ms
step:3866/6250 train_loss:2.6408 train_time:1799628ms step_avg:466.71ms
step:3867/6250 train_loss:2.5856 train_time:1800092ms step_avg:466.71ms
step:3868/6250 train_loss:2.5739 train_time:1800548ms step_avg:466.71ms
step:3869/6250 train_loss:2.6456 train_time:1801004ms step_avg:466.70ms
step:3870/6250 train_loss:2.5290 train_time:1801461ms step_avg:466.70ms
step:3871/6250 train_loss:2.6724 train_time:1801922ms step_avg:466.70ms
step:3872/6250 train_loss:2.5728 train_time:1802378ms step_avg:466.70ms
step:3873/6250 train_loss:2.6295 train_time:1802832ms step_avg:466.69ms
step:3874/6250 train_loss:2.5744 train_time:1803288ms step_avg:466.69ms
step:3875/6250 train_loss:2.5960 train_time:1803743ms step_avg:466.69ms
step:3876/6250 train_loss:2.5444 train_time:1804200ms step_avg:466.68ms
step:3877/6250 train_loss:2.6056 train_time:1804653ms step_avg:466.68ms
step:3878/6250 train_loss:2.6510 train_time:1805108ms step_avg:466.68ms
step:3879/6250 train_loss:2.6069 train_time:1805563ms step_avg:466.67ms
step:3880/6250 train_loss:2.5579 train_time:1806018ms step_avg:466.67ms
step:3881/6250 train_loss:2.6466 train_time:1806473ms step_avg:466.67ms
step:3882/6250 train_loss:2.7178 train_time:1806927ms step_avg:466.67ms
step:3883/6250 train_loss:2.5696 train_time:1807383ms step_avg:466.66ms
step:3884/6250 train_loss:2.5516 train_time:1807839ms step_avg:466.66ms
step:3885/6250 train_loss:2.5871 train_time:1808295ms step_avg:466.66ms
step:3886/6250 train_loss:2.6627 train_time:1808758ms step_avg:466.66ms
step:3887/6250 train_loss:2.6551 train_time:1809218ms step_avg:466.65ms
step:3888/6250 train_loss:2.6042 train_time:1809676ms step_avg:466.65ms
step:3889/6250 train_loss:2.6755 train_time:1810143ms step_avg:466.65ms
step:3890/6250 train_loss:2.6503 train_time:1810602ms step_avg:466.65ms
step:3891/6250 train_loss:2.6044 train_time:1811061ms step_avg:466.65ms
step:3892/6250 train_loss:2.5637 train_time:1811531ms step_avg:466.65ms
step:3893/6250 train_loss:2.5643 train_time:1811995ms step_avg:466.65ms
step:3894/6250 train_loss:2.5622 train_time:1812458ms step_avg:466.65ms
step:3895/6250 train_loss:2.5398 train_time:1812917ms step_avg:466.65ms
step:3896/6250 train_loss:2.5351 train_time:1813381ms step_avg:466.64ms
step:3897/6250 train_loss:2.5681 train_time:1813837ms step_avg:466.64ms
step:3898/6250 train_loss:2.5723 train_time:1814291ms step_avg:466.64ms
step:3899/6250 train_loss:2.6986 train_time:1814744ms step_avg:466.64ms
step:3900/6250 train_loss:2.6614 train_time:1815201ms step_avg:466.63ms
step:3901/6250 train_loss:2.6327 train_time:1815654ms step_avg:466.63ms
step:3902/6250 train_loss:2.6508 train_time:1816109ms step_avg:466.63ms
step:3903/6250 train_loss:2.5657 train_time:1816566ms step_avg:466.62ms
step:3904/6250 train_loss:2.5991 train_time:1817020ms step_avg:466.62ms
step:3905/6250 train_loss:2.6365 train_time:1817475ms step_avg:466.62ms
step:3906/6250 train_loss:2.6020 train_time:1817929ms step_avg:466.61ms
step:3907/6250 train_loss:2.5690 train_time:1818384ms step_avg:466.61ms
step:3908/6250 train_loss:2.6468 train_time:1818838ms step_avg:466.61ms
step:3909/6250 train_loss:2.5341 train_time:1819293ms step_avg:466.61ms
step:3910/6250 train_loss:2.6203 train_time:1819748ms step_avg:466.60ms
step:3911/6250 train_loss:2.5211 train_time:1820207ms step_avg:466.60ms
step:3912/6250 train_loss:2.5218 train_time:1820667ms step_avg:466.60ms
step:3913/6250 train_loss:2.5332 train_time:1821122ms step_avg:466.60ms
step:3914/6250 train_loss:2.5834 train_time:1821581ms step_avg:466.59ms
step:3915/6250 train_loss:2.6141 train_time:1822043ms step_avg:466.59ms
step:3916/6250 train_loss:2.6069 train_time:1822514ms step_avg:466.59ms
step:3917/6250 train_loss:2.6271 train_time:1822981ms step_avg:466.59ms
step:3918/6250 train_loss:2.6359 train_time:1823463ms step_avg:466.60ms
step:3919/6250 train_loss:2.4702 train_time:1823932ms step_avg:466.60ms
step:3920/6250 train_loss:2.6614 train_time:1824394ms step_avg:466.60ms
step:3921/6250 train_loss:2.5716 train_time:1824869ms step_avg:466.60ms
step:3922/6250 train_loss:2.5953 train_time:1825325ms step_avg:466.60ms
step:3923/6250 train_loss:2.6217 train_time:1825789ms step_avg:466.60ms
step:3924/6250 train_loss:2.6294 train_time:1826249ms step_avg:466.59ms
step:3925/6250 train_loss:2.5194 train_time:1826702ms step_avg:466.59ms
step:3926/6250 train_loss:2.6172 train_time:1827159ms step_avg:466.59ms
step:3927/6250 train_loss:2.5376 train_time:1827616ms step_avg:466.59ms
step:3928/6250 train_loss:2.6146 train_time:1828075ms step_avg:466.58ms
step:3929/6250 train_loss:2.7005 train_time:1828531ms step_avg:466.58ms
step:3930/6250 train_loss:2.6386 train_time:1828988ms step_avg:466.58ms
step:3931/6250 train_loss:2.6083 train_time:1829446ms step_avg:466.58ms
step:3932/6250 train_loss:2.6891 train_time:1829905ms step_avg:466.57ms
step:3933/6250 train_loss:2.6928 train_time:1830364ms step_avg:466.57ms
step:3934/6250 train_loss:2.5570 train_time:1830819ms step_avg:466.57ms
step:3935/6250 train_loss:2.5927 train_time:1831274ms step_avg:466.57ms
step:3936/6250 train_loss:2.6546 train_time:1831731ms step_avg:466.56ms
step:3937/6250 train_loss:2.5729 train_time:1832186ms step_avg:466.56ms
step:3938/6250 train_loss:2.6229 train_time:1832642ms step_avg:466.56ms
step:3939/6250 train_loss:2.5731 train_time:1833098ms step_avg:466.56ms
step:3940/6250 train_loss:2.5943 train_time:1833554ms step_avg:466.55ms
step:3941/6250 train_loss:2.6753 train_time:1834009ms step_avg:466.55ms
step:3942/6250 train_loss:2.6096 train_time:1834465ms step_avg:466.55ms
step:3943/6250 train_loss:2.5646 train_time:1834919ms step_avg:466.54ms
step:3944/6250 train_loss:2.6038 train_time:1835376ms step_avg:466.54ms
step:3945/6250 train_loss:2.6316 train_time:1835834ms step_avg:466.54ms
step:3946/6250 train_loss:2.5833 train_time:1836290ms step_avg:466.54ms
step:3947/6250 train_loss:2.6600 train_time:1836753ms step_avg:466.54ms
step:3948/6250 train_loss:2.6229 train_time:1837226ms step_avg:466.54ms
step:3949/6250 train_loss:2.6104 train_time:1837693ms step_avg:466.54ms
step:3950/6250 train_loss:2.6791 train_time:1838164ms step_avg:466.54ms
step:3951/6250 train_loss:2.6305 train_time:1838632ms step_avg:466.54ms
step:3952/6250 train_loss:2.6379 train_time:1839102ms step_avg:466.54ms
step:3953/6250 train_loss:2.6268 train_time:1839579ms step_avg:466.54ms
step:3954/6250 train_loss:2.6522 train_time:1840039ms step_avg:466.54ms
step:3955/6250 train_loss:2.6657 train_time:1840510ms step_avg:466.54ms
step:3956/6250 train_loss:2.6246 train_time:1840975ms step_avg:466.54ms
step:3957/6250 train_loss:2.6259 train_time:1841450ms step_avg:466.54ms
step:3958/6250 train_loss:2.5109 train_time:1841922ms step_avg:466.55ms
step:3959/6250 train_loss:2.5678 train_time:1842405ms step_avg:466.55ms
step:3960/6250 train_loss:2.6494 train_time:1842884ms step_avg:466.55ms
step:3961/6250 train_loss:2.6081 train_time:1843341ms step_avg:466.55ms
step:3962/6250 train_loss:2.5371 train_time:1843812ms step_avg:466.55ms
step:3963/6250 train_loss:2.6034 train_time:1844286ms step_avg:466.55ms
step:3964/6250 train_loss:2.6141 train_time:1844756ms step_avg:466.55ms
step:3965/6250 train_loss:2.5665 train_time:1845216ms step_avg:466.55ms
step:3966/6250 train_loss:2.5475 train_time:1845683ms step_avg:466.55ms
step:3967/6250 train_loss:2.5635 train_time:1846139ms step_avg:466.55ms
step:3968/6250 train_loss:2.6186 train_time:1846595ms step_avg:466.55ms
step:3969/6250 train_loss:2.5376 train_time:1847052ms step_avg:466.55ms
step:3970/6250 train_loss:2.6206 train_time:1847515ms step_avg:466.54ms
step:3971/6250 train_loss:2.5997 train_time:1847971ms step_avg:466.54ms
step:3972/6250 train_loss:2.6785 train_time:1848435ms step_avg:466.54ms
step:3973/6250 train_loss:2.6062 train_time:1848890ms step_avg:466.54ms
step:3974/6250 train_loss:2.6183 train_time:1849345ms step_avg:466.54ms
step:3975/6250 train_loss:2.6500 train_time:1849799ms step_avg:466.53ms
step:3976/6250 train_loss:2.6169 train_time:1850254ms step_avg:466.53ms
step:3977/6250 train_loss:2.6362 train_time:1850709ms step_avg:466.53ms
step:3978/6250 train_loss:2.6185 train_time:1851165ms step_avg:466.52ms
step:3979/6250 train_loss:2.5491 train_time:1851643ms step_avg:466.53ms
step:3980/6250 train_loss:2.6095 train_time:1852100ms step_avg:466.52ms
step:3981/6250 train_loss:2.5781 train_time:1852563ms step_avg:466.52ms
step:3982/6250 train_loss:2.5593 train_time:1853020ms step_avg:466.52ms
step:3983/6250 train_loss:2.5295 train_time:1853476ms step_avg:466.52ms
step:3984/6250 train_loss:2.6378 train_time:1853931ms step_avg:466.52ms
step:3985/6250 train_loss:2.5588 train_time:1854387ms step_avg:466.51ms
step:3986/6250 train_loss:2.6149 train_time:1854856ms step_avg:466.51ms
step:3987/6250 train_loss:2.6029 train_time:1855311ms step_avg:466.51ms
step:3988/6250 train_loss:2.6553 train_time:1855796ms step_avg:466.51ms
step:3989/6250 train_loss:2.6150 train_time:1856260ms step_avg:466.51ms
step:3990/6250 train_loss:2.6433 train_time:1856716ms step_avg:466.51ms
step:3991/6250 train_loss:2.6828 train_time:1857172ms step_avg:466.51ms
step:3992/6250 train_loss:2.6173 train_time:1857643ms step_avg:466.51ms
step:3993/6250 train_loss:2.5944 train_time:1858109ms step_avg:466.51ms
step:3994/6250 train_loss:2.5560 train_time:1858566ms step_avg:466.51ms
step:3995/6250 train_loss:2.5438 train_time:1859031ms step_avg:466.51ms
step:3996/6250 train_loss:2.4975 train_time:1859492ms step_avg:466.51ms
step:3997/6250 train_loss:2.5549 train_time:1859946ms step_avg:466.50ms
step:3998/6250 train_loss:2.5641 train_time:1860403ms step_avg:466.50ms
step:3999/6250 train_loss:2.6240 train_time:1860864ms step_avg:466.50ms
step:4000/6250 train_loss:2.6267 train_time:1861338ms step_avg:466.50ms
step:4000/6250 val_loss:2.5711 train_time:1861339ms step_avg:466.50ms
step:4001/6250 train_loss:2.5422 train_time:1861798ms step_avg:466.50ms
step:4002/6250 train_loss:2.5249 train_time:1862255ms step_avg:466.50ms
step:4003/6250 train_loss:2.5635 train_time:1862709ms step_avg:466.49ms
step:4004/6250 train_loss:2.5793 train_time:1863165ms step_avg:466.49ms
step:4005/6250 train_loss:2.5725 train_time:1863628ms step_avg:466.49ms
step:4006/6250 train_loss:2.4772 train_time:1864085ms step_avg:466.49ms
step:4007/6250 train_loss:2.6289 train_time:1864541ms step_avg:466.49ms
step:4008/6250 train_loss:2.5676 train_time:1864997ms step_avg:466.48ms
step:4009/6250 train_loss:2.6587 train_time:1865453ms step_avg:466.48ms
step:4010/6250 train_loss:2.5680 train_time:1865908ms step_avg:466.48ms
step:4011/6250 train_loss:2.5965 train_time:1866366ms step_avg:466.47ms
step:4012/6250 train_loss:2.5525 train_time:1866825ms step_avg:466.47ms
step:4013/6250 train_loss:2.6746 train_time:1867281ms step_avg:466.47ms
step:4014/6250 train_loss:2.5347 train_time:1867743ms step_avg:466.47ms
step:4015/6250 train_loss:2.5320 train_time:1868199ms step_avg:466.47ms
step:4016/6250 train_loss:2.5707 train_time:1868665ms step_avg:466.47ms
step:4017/6250 train_loss:2.5887 train_time:1869119ms step_avg:466.46ms
step:4018/6250 train_loss:2.5456 train_time:1869576ms step_avg:466.46ms
step:4019/6250 train_loss:2.5153 train_time:1870029ms step_avg:466.46ms
step:4020/6250 train_loss:2.6014 train_time:1870492ms step_avg:466.46ms
step:4021/6250 train_loss:2.6639 train_time:1870948ms step_avg:466.45ms
step:4022/6250 train_loss:2.5565 train_time:1871403ms step_avg:466.45ms
step:4023/6250 train_loss:2.4973 train_time:1871862ms step_avg:466.45ms
step:4024/6250 train_loss:2.5630 train_time:1872337ms step_avg:466.45ms
step:4025/6250 train_loss:2.5943 train_time:1872802ms step_avg:466.45ms
step:4026/6250 train_loss:2.6164 train_time:1873262ms step_avg:466.45ms
step:4027/6250 train_loss:2.5463 train_time:1873723ms step_avg:466.45ms
step:4028/6250 train_loss:2.4761 train_time:1874178ms step_avg:466.45ms
step:4029/6250 train_loss:2.5989 train_time:1874634ms step_avg:466.44ms
step:4030/6250 train_loss:2.4869 train_time:1875089ms step_avg:466.44ms
step:4031/6250 train_loss:2.6491 train_time:1875552ms step_avg:466.44ms
step:4032/6250 train_loss:2.6581 train_time:1876008ms step_avg:466.44ms
step:4033/6250 train_loss:2.4681 train_time:1876468ms step_avg:466.43ms
step:4034/6250 train_loss:2.5214 train_time:1876925ms step_avg:466.43ms
step:4035/6250 train_loss:2.5913 train_time:1877381ms step_avg:466.43ms
step:4036/6250 train_loss:2.5961 train_time:1877836ms step_avg:466.43ms
step:4037/6250 train_loss:2.6415 train_time:1878292ms step_avg:466.42ms
step:4038/6250 train_loss:2.6216 train_time:1878755ms step_avg:466.42ms
step:4039/6250 train_loss:2.5313 train_time:1879211ms step_avg:466.42ms
step:4040/6250 train_loss:2.5845 train_time:1879674ms step_avg:466.42ms
step:4041/6250 train_loss:2.6047 train_time:1880154ms step_avg:466.42ms
step:4042/6250 train_loss:2.6008 train_time:1880628ms step_avg:466.43ms
step:4043/6250 train_loss:2.5676 train_time:1881088ms step_avg:466.42ms
step:4044/6250 train_loss:2.6116 train_time:1881573ms step_avg:466.43ms
step:4045/6250 train_loss:2.5146 train_time:1882036ms step_avg:466.43ms
step:4046/6250 train_loss:2.5621 train_time:1882526ms step_avg:466.43ms
step:4047/6250 train_loss:2.5281 train_time:1883003ms step_avg:466.44ms
step:4048/6250 train_loss:2.5855 train_time:1883479ms step_avg:466.44ms
step:4049/6250 train_loss:2.5783 train_time:1883943ms step_avg:466.44ms
step:4050/6250 train_loss:2.7160 train_time:1884409ms step_avg:466.44ms
step:4051/6250 train_loss:2.6275 train_time:1884865ms step_avg:466.44ms
step:4052/6250 train_loss:2.6410 train_time:1885321ms step_avg:466.43ms
step:4053/6250 train_loss:2.5112 train_time:1885778ms step_avg:466.43ms
step:4054/6250 train_loss:2.6093 train_time:1886233ms step_avg:466.43ms
step:4055/6250 train_loss:2.5913 train_time:1886689ms step_avg:466.42ms
step:4056/6250 train_loss:2.5691 train_time:1887145ms step_avg:466.42ms
step:4057/6250 train_loss:2.6337 train_time:1887611ms step_avg:466.42ms
step:4058/6250 train_loss:2.5274 train_time:1888080ms step_avg:466.42ms
step:4059/6250 train_loss:2.6997 train_time:1888534ms step_avg:466.42ms
step:4060/6250 train_loss:2.6033 train_time:1888999ms step_avg:466.42ms
step:4061/6250 train_loss:2.6007 train_time:1889468ms step_avg:466.42ms
step:4062/6250 train_loss:2.5643 train_time:1889934ms step_avg:466.42ms
step:4063/6250 train_loss:2.5514 train_time:1890388ms step_avg:466.42ms
step:4064/6250 train_loss:2.5227 train_time:1890852ms step_avg:466.42ms
step:4065/6250 train_loss:2.5817 train_time:1891333ms step_avg:466.42ms
step:4066/6250 train_loss:2.5312 train_time:1891802ms step_avg:466.42ms
step:4067/6250 train_loss:2.4883 train_time:1892258ms step_avg:466.42ms
step:4068/6250 train_loss:2.6289 train_time:1892727ms step_avg:466.42ms
step:4069/6250 train_loss:2.6310 train_time:1893191ms step_avg:466.42ms
step:4070/6250 train_loss:2.6166 train_time:1893651ms step_avg:466.42ms
step:4071/6250 train_loss:2.5351 train_time:1894106ms step_avg:466.41ms
step:4072/6250 train_loss:2.5288 train_time:1894563ms step_avg:466.41ms
step:4073/6250 train_loss:2.5510 train_time:1895018ms step_avg:466.41ms
step:4074/6250 train_loss:2.5584 train_time:1895478ms step_avg:466.41ms
step:4075/6250 train_loss:2.5720 train_time:1895943ms step_avg:466.41ms
step:4076/6250 train_loss:2.5993 train_time:1896411ms step_avg:466.41ms
step:4077/6250 train_loss:2.6541 train_time:1896877ms step_avg:466.41ms
step:4078/6250 train_loss:2.5608 train_time:1897347ms step_avg:466.41ms
step:4079/6250 train_loss:2.6420 train_time:1897811ms step_avg:466.41ms
step:4080/6250 train_loss:2.5180 train_time:1898278ms step_avg:466.41ms
step:4081/6250 train_loss:2.5821 train_time:1898743ms step_avg:466.41ms
step:4082/6250 train_loss:2.5878 train_time:1899204ms step_avg:466.41ms
step:4083/6250 train_loss:2.5195 train_time:1899681ms step_avg:466.41ms
step:4084/6250 train_loss:2.5745 train_time:1900153ms step_avg:466.41ms
step:4085/6250 train_loss:2.7135 train_time:1900622ms step_avg:466.41ms
step:4086/6250 train_loss:2.6828 train_time:1901091ms step_avg:466.41ms
step:4087/6250 train_loss:2.5612 train_time:1901557ms step_avg:466.41ms
step:4088/6250 train_loss:2.5512 train_time:1902039ms step_avg:466.41ms
step:4089/6250 train_loss:2.5705 train_time:1902495ms step_avg:466.41ms
step:4090/6250 train_loss:2.6143 train_time:1902957ms step_avg:466.41ms
step:4091/6250 train_loss:2.5657 train_time:1903411ms step_avg:466.41ms
step:4092/6250 train_loss:2.5113 train_time:1903876ms step_avg:466.41ms
step:4093/6250 train_loss:2.6048 train_time:1904333ms step_avg:466.41ms
step:4094/6250 train_loss:2.5124 train_time:1904786ms step_avg:466.40ms
step:4095/6250 train_loss:2.5686 train_time:1905241ms step_avg:466.40ms
step:4096/6250 train_loss:2.5387 train_time:1905695ms step_avg:466.40ms
step:4097/6250 train_loss:2.6324 train_time:1906150ms step_avg:466.39ms
step:4098/6250 train_loss:2.6100 train_time:1906605ms step_avg:466.39ms
step:4099/6250 train_loss:2.5868 train_time:1907062ms step_avg:466.39ms
step:4100/6250 train_loss:2.6376 train_time:1907521ms step_avg:466.39ms
step:4101/6250 train_loss:2.5176 train_time:1907984ms step_avg:466.39ms
step:4102/6250 train_loss:2.5645 train_time:1908440ms step_avg:466.38ms
step:4103/6250 train_loss:2.5955 train_time:1908897ms step_avg:466.38ms
step:4104/6250 train_loss:2.5951 train_time:1909354ms step_avg:466.38ms
step:4105/6250 train_loss:2.6006 train_time:1909834ms step_avg:466.38ms
step:4106/6250 train_loss:2.4941 train_time:1910307ms step_avg:466.38ms
step:4107/6250 train_loss:2.5320 train_time:1910780ms step_avg:466.39ms
step:4108/6250 train_loss:2.6681 train_time:1911255ms step_avg:466.39ms
step:4109/6250 train_loss:2.4858 train_time:1911722ms step_avg:466.39ms
step:4110/6250 train_loss:2.5311 train_time:1912178ms step_avg:466.38ms
step:4111/6250 train_loss:2.6151 train_time:1912635ms step_avg:466.38ms
step:4112/6250 train_loss:2.6053 train_time:1913098ms step_avg:466.38ms
step:4113/6250 train_loss:2.5990 train_time:1913564ms step_avg:466.38ms
step:4114/6250 train_loss:2.5791 train_time:1914019ms step_avg:466.38ms
step:4115/6250 train_loss:2.5274 train_time:1914478ms step_avg:466.38ms
step:4116/6250 train_loss:2.6079 train_time:1914945ms step_avg:466.38ms
step:4117/6250 train_loss:2.5627 train_time:1915400ms step_avg:466.37ms
step:4118/6250 train_loss:2.6129 train_time:1915856ms step_avg:466.37ms
step:4119/6250 train_loss:2.5676 train_time:1916310ms step_avg:466.37ms
step:4120/6250 train_loss:2.5814 train_time:1916766ms step_avg:466.37ms
step:4121/6250 train_loss:2.5075 train_time:1917223ms step_avg:466.36ms
step:4122/6250 train_loss:2.7051 train_time:1917680ms step_avg:466.36ms
step:4123/6250 train_loss:2.6425 train_time:1918146ms step_avg:466.36ms
step:4124/6250 train_loss:2.5724 train_time:1918601ms step_avg:466.36ms
step:4125/6250 train_loss:2.6139 train_time:1919059ms step_avg:466.36ms
step:4126/6250 train_loss:2.6201 train_time:1919514ms step_avg:466.35ms
step:4127/6250 train_loss:2.5954 train_time:1919969ms step_avg:466.35ms
step:4128/6250 train_loss:2.5984 train_time:1920423ms step_avg:466.35ms
step:4129/6250 train_loss:2.5767 train_time:1920880ms step_avg:466.35ms
step:4130/6250 train_loss:2.5855 train_time:1921335ms step_avg:466.34ms
step:4131/6250 train_loss:2.5841 train_time:1921798ms step_avg:466.34ms
step:4132/6250 train_loss:2.5609 train_time:1922254ms step_avg:466.34ms
step:4133/6250 train_loss:2.5824 train_time:1922709ms step_avg:466.34ms
step:4134/6250 train_loss:2.6603 train_time:1923164ms step_avg:466.33ms
step:4135/6250 train_loss:2.5533 train_time:1923620ms step_avg:466.33ms
step:4136/6250 train_loss:2.6182 train_time:1924076ms step_avg:466.33ms
step:4137/6250 train_loss:2.6675 train_time:1924547ms step_avg:466.33ms
step:4138/6250 train_loss:2.5977 train_time:1925013ms step_avg:466.33ms
step:4139/6250 train_loss:2.5648 train_time:1925468ms step_avg:466.33ms
step:4140/6250 train_loss:2.5955 train_time:1925944ms step_avg:466.33ms
step:4141/6250 train_loss:2.5300 train_time:1926421ms step_avg:466.33ms
step:4142/6250 train_loss:2.4566 train_time:1926892ms step_avg:466.33ms
step:4143/6250 train_loss:2.5543 train_time:1927368ms step_avg:466.34ms
step:4144/6250 train_loss:2.5940 train_time:1927829ms step_avg:466.34ms
step:4145/6250 train_loss:2.5971 train_time:1928292ms step_avg:466.33ms
step:4146/6250 train_loss:2.5593 train_time:1928766ms step_avg:466.34ms
step:4147/6250 train_loss:2.6402 train_time:1929234ms step_avg:466.34ms
step:4148/6250 train_loss:2.5882 train_time:1929709ms step_avg:466.34ms
step:4149/6250 train_loss:2.5651 train_time:1930179ms step_avg:466.34ms
step:4150/6250 train_loss:2.6097 train_time:1930648ms step_avg:466.34ms
step:4151/6250 train_loss:2.7164 train_time:1931107ms step_avg:466.34ms
step:4152/6250 train_loss:2.5697 train_time:1931561ms step_avg:466.34ms
step:4153/6250 train_loss:2.6032 train_time:1932018ms step_avg:466.33ms
step:4154/6250 train_loss:2.5098 train_time:1932473ms step_avg:466.33ms
step:4155/6250 train_loss:2.6336 train_time:1932935ms step_avg:466.33ms
step:4156/6250 train_loss:2.5029 train_time:1933392ms step_avg:466.33ms
step:4157/6250 train_loss:2.5891 train_time:1933848ms step_avg:466.32ms
step:4158/6250 train_loss:2.5996 train_time:1934319ms step_avg:466.33ms
step:4159/6250 train_loss:2.5008 train_time:1934775ms step_avg:466.32ms
step:4160/6250 train_loss:2.5325 train_time:1935232ms step_avg:466.32ms
step:4161/6250 train_loss:2.6970 train_time:1935688ms step_avg:466.32ms
step:4162/6250 train_loss:2.5637 train_time:1936155ms step_avg:466.32ms
step:4163/6250 train_loss:2.5826 train_time:1936616ms step_avg:466.32ms
step:4164/6250 train_loss:2.5907 train_time:1937072ms step_avg:466.31ms
step:4165/6250 train_loss:2.5284 train_time:1937529ms step_avg:466.31ms
step:4166/6250 train_loss:2.5736 train_time:1937989ms step_avg:466.31ms
step:4167/6250 train_loss:2.6475 train_time:1938445ms step_avg:466.31ms
step:4168/6250 train_loss:2.5240 train_time:1938901ms step_avg:466.31ms
step:4169/6250 train_loss:2.5553 train_time:1939364ms step_avg:466.31ms
step:4170/6250 train_loss:2.6116 train_time:1939842ms step_avg:466.31ms
step:4171/6250 train_loss:2.6038 train_time:1940315ms step_avg:466.31ms
step:4172/6250 train_loss:2.4522 train_time:1940781ms step_avg:466.31ms
step:4173/6250 train_loss:2.6125 train_time:1941263ms step_avg:466.31ms
step:4174/6250 train_loss:2.5582 train_time:1941726ms step_avg:466.31ms
step:4175/6250 train_loss:2.5188 train_time:1942199ms step_avg:466.31ms
step:4176/6250 train_loss:2.5604 train_time:1942666ms step_avg:466.31ms
step:4177/6250 train_loss:2.5687 train_time:1943129ms step_avg:466.31ms
step:4178/6250 train_loss:2.5584 train_time:1943584ms step_avg:466.31ms
step:4179/6250 train_loss:2.5985 train_time:1944040ms step_avg:466.31ms
step:4180/6250 train_loss:2.6304 train_time:1944511ms step_avg:466.31ms
step:4181/6250 train_loss:2.6190 train_time:1944979ms step_avg:466.31ms
step:4182/6250 train_loss:2.5775 train_time:1945452ms step_avg:466.31ms
step:4183/6250 train_loss:2.5439 train_time:1945919ms step_avg:466.31ms
step:4184/6250 train_loss:2.5821 train_time:1946390ms step_avg:466.31ms
step:4185/6250 train_loss:2.4914 train_time:1946852ms step_avg:466.31ms
step:4186/6250 train_loss:2.5698 train_time:1947309ms step_avg:466.31ms
step:4187/6250 train_loss:2.5603 train_time:1947765ms step_avg:466.31ms
step:4188/6250 train_loss:2.5174 train_time:1948230ms step_avg:466.31ms
step:4189/6250 train_loss:2.5530 train_time:1948692ms step_avg:466.31ms
step:4190/6250 train_loss:2.5256 train_time:1949165ms step_avg:466.31ms
step:4191/6250 train_loss:2.6069 train_time:1949629ms step_avg:466.31ms
step:4192/6250 train_loss:2.5608 train_time:1950096ms step_avg:466.31ms
step:4193/6250 train_loss:2.5287 train_time:1950557ms step_avg:466.31ms
step:4194/6250 train_loss:2.5755 train_time:1951033ms step_avg:466.31ms
step:4195/6250 train_loss:2.5391 train_time:1951490ms step_avg:466.31ms
step:4196/6250 train_loss:2.5809 train_time:1951952ms step_avg:466.30ms
step:4197/6250 train_loss:2.5939 train_time:1952408ms step_avg:466.30ms
step:4198/6250 train_loss:2.5269 train_time:1952863ms step_avg:466.30ms
step:4199/6250 train_loss:2.5373 train_time:1953318ms step_avg:466.30ms
step:4200/6250 train_loss:2.5995 train_time:1953774ms step_avg:466.29ms
step:4201/6250 train_loss:2.5029 train_time:1954230ms step_avg:466.29ms
step:4202/6250 train_loss:2.6226 train_time:1954686ms step_avg:466.29ms
step:4203/6250 train_loss:2.5198 train_time:1955142ms step_avg:466.29ms
step:4204/6250 train_loss:2.4883 train_time:1955597ms step_avg:466.28ms
step:4205/6250 train_loss:2.5441 train_time:1956057ms step_avg:466.28ms
step:4206/6250 train_loss:2.5670 train_time:1956525ms step_avg:466.28ms
step:4207/6250 train_loss:2.6143 train_time:1957008ms step_avg:466.29ms
step:4208/6250 train_loss:2.4466 train_time:1957489ms step_avg:466.29ms
step:4209/6250 train_loss:2.5181 train_time:1957963ms step_avg:466.29ms
step:4210/6250 train_loss:2.5567 train_time:1958452ms step_avg:466.30ms
step:4211/6250 train_loss:2.5485 train_time:1958931ms step_avg:466.30ms
step:4212/6250 train_loss:2.4820 train_time:1959397ms step_avg:466.30ms
step:4213/6250 train_loss:2.6535 train_time:1959852ms step_avg:466.30ms
step:4214/6250 train_loss:2.5893 train_time:1960316ms step_avg:466.30ms
step:4215/6250 train_loss:2.5751 train_time:1960771ms step_avg:466.30ms
step:4216/6250 train_loss:2.5970 train_time:1961228ms step_avg:466.29ms
step:4217/6250 train_loss:2.5560 train_time:1961697ms step_avg:466.29ms
step:4218/6250 train_loss:2.6198 train_time:1962169ms step_avg:466.29ms
step:4219/6250 train_loss:2.4919 train_time:1962625ms step_avg:466.29ms
step:4220/6250 train_loss:2.5912 train_time:1963086ms step_avg:466.29ms
step:4221/6250 train_loss:2.5383 train_time:1963543ms step_avg:466.29ms
step:4222/6250 train_loss:2.6918 train_time:1964011ms step_avg:466.29ms
step:4223/6250 train_loss:2.6145 train_time:1964471ms step_avg:466.29ms
step:4224/6250 train_loss:2.5790 train_time:1964945ms step_avg:466.29ms
step:4225/6250 train_loss:2.6289 train_time:1965417ms step_avg:466.29ms
step:4226/6250 train_loss:2.5255 train_time:1965888ms step_avg:466.29ms
step:4227/6250 train_loss:2.6120 train_time:1966344ms step_avg:466.29ms
step:4228/6250 train_loss:2.6341 train_time:1966799ms step_avg:466.29ms
step:4229/6250 train_loss:2.6216 train_time:1967254ms step_avg:466.28ms
step:4230/6250 train_loss:2.6570 train_time:1967707ms step_avg:466.28ms
step:4231/6250 train_loss:2.5509 train_time:1968169ms step_avg:466.28ms
step:4232/6250 train_loss:2.5590 train_time:1968625ms step_avg:466.28ms
step:4233/6250 train_loss:2.6209 train_time:1969081ms step_avg:466.28ms
step:4234/6250 train_loss:2.5814 train_time:1969534ms step_avg:466.27ms
step:4235/6250 train_loss:2.5864 train_time:1969989ms step_avg:466.27ms
step:4236/6250 train_loss:2.5624 train_time:1970451ms step_avg:466.27ms
step:4237/6250 train_loss:2.5304 train_time:1970906ms step_avg:466.27ms
step:4238/6250 train_loss:2.6197 train_time:1971364ms step_avg:466.26ms
step:4239/6250 train_loss:2.6062 train_time:1971819ms step_avg:466.26ms
step:4240/6250 train_loss:2.5454 train_time:1972275ms step_avg:466.26ms
step:4241/6250 train_loss:2.6505 train_time:1972729ms step_avg:466.26ms
step:4242/6250 train_loss:2.5514 train_time:1973190ms step_avg:466.25ms
step:4243/6250 train_loss:2.5762 train_time:1973646ms step_avg:466.25ms
step:4244/6250 train_loss:2.5220 train_time:1974103ms step_avg:466.25ms
step:4245/6250 train_loss:2.6352 train_time:1974559ms step_avg:466.25ms
step:4246/6250 train_loss:2.5884 train_time:1975036ms step_avg:466.25ms
step:4247/6250 train_loss:2.6565 train_time:1975497ms step_avg:466.25ms
step:4248/6250 train_loss:2.6424 train_time:1975957ms step_avg:466.25ms
step:4249/6250 train_loss:2.5779 train_time:1976414ms step_avg:466.25ms
step:4250/6250 train_loss:2.5236 train_time:1976872ms step_avg:466.24ms
step:4251/6250 train_loss:2.6070 train_time:1977337ms step_avg:466.24ms
step:4252/6250 train_loss:2.6155 train_time:1977793ms step_avg:466.24ms
step:4253/6250 train_loss:2.6173 train_time:1978251ms step_avg:466.24ms
step:4254/6250 train_loss:2.5672 train_time:1978707ms step_avg:466.24ms
step:4255/6250 train_loss:2.5738 train_time:1979170ms step_avg:466.24ms
step:4256/6250 train_loss:2.5941 train_time:1979637ms step_avg:466.24ms
step:4257/6250 train_loss:2.5349 train_time:1980107ms step_avg:466.24ms
step:4258/6250 train_loss:2.5917 train_time:1980577ms step_avg:466.24ms
step:4259/6250 train_loss:2.6117 train_time:1981040ms step_avg:466.24ms
step:4260/6250 train_loss:2.6380 train_time:1981510ms step_avg:466.24ms
step:4261/6250 train_loss:2.4893 train_time:1981972ms step_avg:466.24ms
step:4262/6250 train_loss:2.5337 train_time:1982432ms step_avg:466.24ms
step:4263/6250 train_loss:2.4420 train_time:1982895ms step_avg:466.23ms
step:4264/6250 train_loss:2.6313 train_time:1983363ms step_avg:466.23ms
step:4265/6250 train_loss:2.5749 train_time:1983822ms step_avg:466.23ms
step:4266/6250 train_loss:2.5568 train_time:1984284ms step_avg:466.23ms
step:4267/6250 train_loss:2.6479 train_time:1984743ms step_avg:466.23ms
step:4268/6250 train_loss:2.6095 train_time:1985205ms step_avg:466.23ms
step:4269/6250 train_loss:2.5797 train_time:1985665ms step_avg:466.23ms
step:4270/6250 train_loss:2.6496 train_time:1986126ms step_avg:466.23ms
step:4271/6250 train_loss:2.5305 train_time:1986587ms step_avg:466.23ms
step:4272/6250 train_loss:2.6580 train_time:1987046ms step_avg:466.22ms
step:4273/6250 train_loss:2.4959 train_time:1987512ms step_avg:466.22ms
step:4274/6250 train_loss:2.6132 train_time:1987972ms step_avg:466.22ms
step:4275/6250 train_loss:2.4721 train_time:1988432ms step_avg:466.22ms
step:4276/6250 train_loss:2.5681 train_time:1988890ms step_avg:466.22ms
step:4277/6250 train_loss:2.5353 train_time:1989357ms step_avg:466.22ms
step:4278/6250 train_loss:2.6270 train_time:1989817ms step_avg:466.22ms
step:4279/6250 train_loss:2.5604 train_time:1990282ms step_avg:466.22ms
step:4280/6250 train_loss:2.5317 train_time:1990742ms step_avg:466.22ms
step:4281/6250 train_loss:2.5400 train_time:1991202ms step_avg:466.21ms
step:4282/6250 train_loss:2.5484 train_time:1991662ms step_avg:466.21ms
step:4283/6250 train_loss:2.6027 train_time:1992122ms step_avg:466.21ms
step:4284/6250 train_loss:2.5860 train_time:1992589ms step_avg:466.21ms
step:4285/6250 train_loss:2.4845 train_time:1993050ms step_avg:466.21ms
step:4286/6250 train_loss:2.5655 train_time:1993510ms step_avg:466.21ms
step:4287/6250 train_loss:2.5454 train_time:1993971ms step_avg:466.21ms
step:4288/6250 train_loss:2.6121 train_time:1994430ms step_avg:466.21ms
step:4289/6250 train_loss:2.4908 train_time:1994889ms step_avg:466.20ms
step:4290/6250 train_loss:2.5515 train_time:1995354ms step_avg:466.20ms
step:4291/6250 train_loss:2.5465 train_time:1995816ms step_avg:466.20ms
step:4292/6250 train_loss:2.5456 train_time:1996282ms step_avg:466.20ms
step:4293/6250 train_loss:2.5329 train_time:1996744ms step_avg:466.20ms
step:4294/6250 train_loss:2.5355 train_time:1997204ms step_avg:466.20ms
step:4295/6250 train_loss:2.5505 train_time:1997665ms step_avg:466.20ms
step:4296/6250 train_loss:2.6095 train_time:1998127ms step_avg:466.20ms
step:4297/6250 train_loss:2.5119 train_time:1998590ms step_avg:466.20ms
step:4298/6250 train_loss:2.5802 train_time:1999051ms step_avg:466.20ms
step:4299/6250 train_loss:2.5195 train_time:1999510ms step_avg:466.19ms
step:4300/6250 train_loss:2.6368 train_time:1999968ms step_avg:466.19ms
step:4301/6250 train_loss:2.5212 train_time:2000427ms step_avg:466.19ms
step:4302/6250 train_loss:2.5476 train_time:2000887ms step_avg:466.19ms
step:4303/6250 train_loss:2.5880 train_time:2001348ms step_avg:466.19ms
step:4304/6250 train_loss:2.5178 train_time:2001808ms step_avg:466.19ms
step:4305/6250 train_loss:2.5800 train_time:2002270ms step_avg:466.19ms
step:4306/6250 train_loss:2.5000 train_time:2002732ms step_avg:466.19ms
step:4307/6250 train_loss:2.5700 train_time:2003193ms step_avg:466.18ms
step:4308/6250 train_loss:2.6056 train_time:2003654ms step_avg:466.18ms
step:4309/6250 train_loss:2.5679 train_time:2004115ms step_avg:466.18ms
step:4310/6250 train_loss:2.5836 train_time:2004576ms step_avg:466.18ms
step:4311/6250 train_loss:2.4513 train_time:2005037ms step_avg:466.18ms
step:4312/6250 train_loss:2.5577 train_time:2005498ms step_avg:466.18ms
step:4313/6250 train_loss:2.5875 train_time:2005958ms step_avg:466.18ms
step:4314/6250 train_loss:2.5899 train_time:2006422ms step_avg:466.18ms
step:4315/6250 train_loss:2.6865 train_time:2006882ms step_avg:466.17ms
step:4316/6250 train_loss:2.5392 train_time:2007341ms step_avg:466.17ms
step:4317/6250 train_loss:2.6161 train_time:2007801ms step_avg:466.17ms
step:4318/6250 train_loss:2.4418 train_time:2008262ms step_avg:466.17ms
step:4319/6250 train_loss:2.5486 train_time:2008726ms step_avg:466.17ms
step:4320/6250 train_loss:2.5785 train_time:2009186ms step_avg:466.17ms
step:4321/6250 train_loss:2.4859 train_time:2009646ms step_avg:466.17ms
step:4322/6250 train_loss:2.5526 train_time:2010105ms step_avg:466.17ms
step:4323/6250 train_loss:2.4922 train_time:2010566ms step_avg:466.16ms
step:4324/6250 train_loss:2.6049 train_time:2011026ms step_avg:466.16ms
step:4325/6250 train_loss:2.6247 train_time:2011494ms step_avg:466.16ms
step:4326/6250 train_loss:2.5577 train_time:2011953ms step_avg:466.16ms
step:4327/6250 train_loss:2.6615 train_time:2012414ms step_avg:466.16ms
step:4328/6250 train_loss:2.5896 train_time:2012875ms step_avg:466.16ms
step:4329/6250 train_loss:2.5123 train_time:2013338ms step_avg:466.16ms
step:4330/6250 train_loss:2.5671 train_time:2013797ms step_avg:466.16ms
step:4331/6250 train_loss:2.5843 train_time:2014258ms step_avg:466.16ms
step:4332/6250 train_loss:2.5542 train_time:2014718ms step_avg:466.15ms
step:4333/6250 train_loss:2.5723 train_time:2015177ms step_avg:466.15ms
step:4334/6250 train_loss:2.4461 train_time:2015645ms step_avg:466.15ms
step:4335/6250 train_loss:2.6421 train_time:2016107ms step_avg:466.15ms
step:4336/6250 train_loss:2.5240 train_time:2016568ms step_avg:466.15ms
step:4337/6250 train_loss:2.5087 train_time:2017026ms step_avg:466.15ms
step:4338/6250 train_loss:2.6264 train_time:2017487ms step_avg:466.15ms
step:4339/6250 train_loss:2.6376 train_time:2017947ms step_avg:466.15ms
step:4340/6250 train_loss:2.5434 train_time:2018411ms step_avg:466.15ms
step:4341/6250 train_loss:2.5379 train_time:2018873ms step_avg:466.14ms
step:4342/6250 train_loss:2.5524 train_time:2019334ms step_avg:466.14ms
step:4343/6250 train_loss:2.5786 train_time:2019792ms step_avg:466.14ms
step:4344/6250 train_loss:2.5496 train_time:2020253ms step_avg:466.14ms
step:4345/6250 train_loss:2.5534 train_time:2020713ms step_avg:466.14ms
step:4346/6250 train_loss:2.5751 train_time:2021175ms step_avg:466.14ms
step:4347/6250 train_loss:2.6067 train_time:2021641ms step_avg:466.14ms
step:4348/6250 train_loss:2.5008 train_time:2022101ms step_avg:466.14ms
step:4349/6250 train_loss:2.5474 train_time:2022561ms step_avg:466.14ms
step:4350/6250 train_loss:2.6631 train_time:2023020ms step_avg:466.13ms
step:4351/6250 train_loss:2.5271 train_time:2023481ms step_avg:466.13ms
step:4352/6250 train_loss:2.5513 train_time:2023939ms step_avg:466.13ms
step:4353/6250 train_loss:2.4989 train_time:2024400ms step_avg:466.13ms
step:4354/6250 train_loss:2.4809 train_time:2024859ms step_avg:466.13ms
step:4355/6250 train_loss:2.5506 train_time:2025320ms step_avg:466.13ms
step:4356/6250 train_loss:2.4323 train_time:2025785ms step_avg:466.13ms
step:4357/6250 train_loss:2.4892 train_time:2026247ms step_avg:466.13ms
step:4358/6250 train_loss:2.6234 train_time:2026714ms step_avg:466.13ms
step:4359/6250 train_loss:2.6130 train_time:2027176ms step_avg:466.12ms
step:4360/6250 train_loss:2.5154 train_time:2027644ms step_avg:466.13ms
step:4361/6250 train_loss:2.5893 train_time:2028103ms step_avg:466.12ms
step:4362/6250 train_loss:2.5238 train_time:2028563ms step_avg:466.12ms
step:4363/6250 train_loss:2.5509 train_time:2029023ms step_avg:466.12ms
step:4364/6250 train_loss:2.6045 train_time:2029483ms step_avg:466.12ms
step:4365/6250 train_loss:2.5613 train_time:2029943ms step_avg:466.12ms
step:4366/6250 train_loss:2.5804 train_time:2030405ms step_avg:466.12ms
step:4367/6250 train_loss:2.4550 train_time:2030870ms step_avg:466.12ms
step:4368/6250 train_loss:2.5555 train_time:2031330ms step_avg:466.12ms
step:4369/6250 train_loss:2.4246 train_time:2031791ms step_avg:466.11ms
step:4370/6250 train_loss:2.4965 train_time:2032252ms step_avg:466.11ms
step:4371/6250 train_loss:2.6024 train_time:2032713ms step_avg:466.11ms
step:4372/6250 train_loss:2.5540 train_time:2033173ms step_avg:466.11ms
step:4373/6250 train_loss:2.5933 train_time:2033633ms step_avg:466.11ms
step:4374/6250 train_loss:2.4871 train_time:2034093ms step_avg:466.11ms
step:4375/6250 train_loss:2.4968 train_time:2034554ms step_avg:466.11ms
step:4376/6250 train_loss:2.4708 train_time:2035015ms step_avg:466.11ms
step:4377/6250 train_loss:2.5319 train_time:2035477ms step_avg:466.10ms
step:4378/6250 train_loss:2.4919 train_time:2035940ms step_avg:466.10ms
step:4379/6250 train_loss:2.5130 train_time:2036402ms step_avg:466.10ms
step:4380/6250 train_loss:2.4826 train_time:2036864ms step_avg:466.10ms
step:4381/6250 train_loss:2.5044 train_time:2037327ms step_avg:466.10ms
step:4382/6250 train_loss:2.4993 train_time:2037793ms step_avg:466.10ms
step:4383/6250 train_loss:2.4068 train_time:2038254ms step_avg:466.10ms
step:4384/6250 train_loss:2.5390 train_time:2038714ms step_avg:466.10ms
step:4385/6250 train_loss:2.5224 train_time:2039178ms step_avg:466.10ms
step:4386/6250 train_loss:2.5170 train_time:2039639ms step_avg:466.10ms
step:4387/6250 train_loss:2.4185 train_time:2040099ms step_avg:466.10ms
step:4388/6250 train_loss:2.5923 train_time:2040561ms step_avg:466.09ms
step:4389/6250 train_loss:2.5383 train_time:2041023ms step_avg:466.09ms
step:4390/6250 train_loss:2.5366 train_time:2041482ms step_avg:466.09ms
step:4391/6250 train_loss:2.5768 train_time:2041943ms step_avg:466.09ms
step:4392/6250 train_loss:2.5670 train_time:2042403ms step_avg:466.09ms
step:4393/6250 train_loss:2.5266 train_time:2042864ms step_avg:466.09ms
step:4394/6250 train_loss:2.6299 train_time:2043323ms step_avg:466.09ms
step:4395/6250 train_loss:2.5601 train_time:2043783ms step_avg:466.09ms
step:4396/6250 train_loss:2.5302 train_time:2044243ms step_avg:466.08ms
step:4397/6250 train_loss:2.5214 train_time:2044712ms step_avg:466.08ms
step:4398/6250 train_loss:2.5849 train_time:2045174ms step_avg:466.08ms
step:4399/6250 train_loss:2.5051 train_time:2045633ms step_avg:466.08ms
step:4400/6250 train_loss:2.5418 train_time:2046094ms step_avg:466.08ms
step:4401/6250 train_loss:2.6248 train_time:2046554ms step_avg:466.08ms
step:4402/6250 train_loss:2.5567 train_time:2047017ms step_avg:466.08ms
step:4403/6250 train_loss:2.5080 train_time:2047478ms step_avg:466.08ms
step:4404/6250 train_loss:2.5045 train_time:2047942ms step_avg:466.08ms
step:4405/6250 train_loss:2.5978 train_time:2048404ms step_avg:466.08ms
step:4406/6250 train_loss:2.6515 train_time:2048864ms step_avg:466.07ms
step:4407/6250 train_loss:2.5583 train_time:2049324ms step_avg:466.07ms
step:4408/6250 train_loss:2.5284 train_time:2049785ms step_avg:466.07ms
step:4409/6250 train_loss:2.5144 train_time:2050246ms step_avg:466.07ms
step:4410/6250 train_loss:2.5783 train_time:2050711ms step_avg:466.07ms
step:4411/6250 train_loss:2.5543 train_time:2051174ms step_avg:466.07ms
step:4412/6250 train_loss:2.6089 train_time:2051636ms step_avg:466.07ms
step:4413/6250 train_loss:2.4266 train_time:2052096ms step_avg:466.07ms
step:4414/6250 train_loss:2.5145 train_time:2052557ms step_avg:466.07ms
step:4415/6250 train_loss:2.5711 train_time:2053018ms step_avg:466.07ms
step:4416/6250 train_loss:2.4949 train_time:2053479ms step_avg:466.06ms
step:4417/6250 train_loss:2.5689 train_time:2053941ms step_avg:466.06ms
step:4418/6250 train_loss:2.4742 train_time:2054403ms step_avg:466.06ms
step:4419/6250 train_loss:2.5089 train_time:2054871ms step_avg:466.06ms
step:4420/6250 train_loss:2.6461 train_time:2055331ms step_avg:466.06ms
step:4421/6250 train_loss:2.6527 train_time:2055792ms step_avg:466.06ms
step:4422/6250 train_loss:2.6121 train_time:2056252ms step_avg:466.06ms
step:4423/6250 train_loss:2.6149 train_time:2056715ms step_avg:466.06ms
step:4424/6250 train_loss:2.5049 train_time:2057176ms step_avg:466.06ms
step:4425/6250 train_loss:2.5311 train_time:2057638ms step_avg:466.06ms
step:4426/6250 train_loss:2.4175 train_time:2058098ms step_avg:466.05ms
step:4427/6250 train_loss:2.5649 train_time:2058558ms step_avg:466.05ms
step:4428/6250 train_loss:2.5055 train_time:2059016ms step_avg:466.05ms
step:4429/6250 train_loss:2.6363 train_time:2059476ms step_avg:466.05ms
step:4430/6250 train_loss:2.5203 train_time:2059941ms step_avg:466.05ms
step:4431/6250 train_loss:2.4856 train_time:2060401ms step_avg:466.05ms
step:4432/6250 train_loss:2.6469 train_time:2060861ms step_avg:466.05ms
step:4433/6250 train_loss:2.4731 train_time:2061323ms step_avg:466.05ms
step:4434/6250 train_loss:2.5878 train_time:2061783ms step_avg:466.04ms
step:4435/6250 train_loss:2.5748 train_time:2062243ms step_avg:466.04ms
step:4436/6250 train_loss:2.5120 train_time:2062705ms step_avg:466.04ms
step:4437/6250 train_loss:2.4710 train_time:2063165ms step_avg:466.04ms
step:4438/6250 train_loss:2.4885 train_time:2063624ms step_avg:466.04ms
step:4439/6250 train_loss:2.4444 train_time:2064090ms step_avg:466.04ms
step:4440/6250 train_loss:2.6321 train_time:2064550ms step_avg:466.04ms
step:4441/6250 train_loss:2.4635 train_time:2065010ms step_avg:466.04ms
step:4442/6250 train_loss:2.4363 train_time:2065470ms step_avg:466.04ms
step:4443/6250 train_loss:2.5659 train_time:2065936ms step_avg:466.04ms
step:4444/6250 train_loss:2.6003 train_time:2066396ms step_avg:466.03ms
step:4445/6250 train_loss:2.5023 train_time:2066857ms step_avg:466.03ms
step:4446/6250 train_loss:2.4826 train_time:2067318ms step_avg:466.03ms
step:4447/6250 train_loss:2.6269 train_time:2067779ms step_avg:466.03ms
step:4448/6250 train_loss:2.4681 train_time:2068240ms step_avg:466.03ms
step:4449/6250 train_loss:2.4306 train_time:2068700ms step_avg:466.03ms
step:4450/6250 train_loss:2.4400 train_time:2069161ms step_avg:466.03ms
step:4451/6250 train_loss:2.4843 train_time:2069622ms step_avg:466.03ms
step:4452/6250 train_loss:2.7216 train_time:2070088ms step_avg:466.03ms
step:4453/6250 train_loss:2.6525 train_time:2070547ms step_avg:466.02ms
step:4454/6250 train_loss:2.5768 train_time:2071008ms step_avg:466.02ms
step:4455/6250 train_loss:2.5467 train_time:2071470ms step_avg:466.02ms
step:4456/6250 train_loss:2.5667 train_time:2071929ms step_avg:466.02ms
step:4457/6250 train_loss:2.5190 train_time:2072389ms step_avg:466.02ms
step:4458/6250 train_loss:2.5968 train_time:2072848ms step_avg:466.02ms
step:4459/6250 train_loss:2.5282 train_time:2073308ms step_avg:466.02ms
step:4460/6250 train_loss:2.5451 train_time:2073770ms step_avg:466.02ms
step:4461/6250 train_loss:2.4692 train_time:2074233ms step_avg:466.02ms
step:4462/6250 train_loss:2.6010 train_time:2074692ms step_avg:466.01ms
step:4463/6250 train_loss:2.5666 train_time:2075154ms step_avg:466.01ms
step:4464/6250 train_loss:2.4836 train_time:2075614ms step_avg:466.01ms
step:4465/6250 train_loss:2.6566 train_time:2076082ms step_avg:466.01ms
step:4466/6250 train_loss:2.6118 train_time:2076543ms step_avg:466.01ms
step:4467/6250 train_loss:2.5094 train_time:2077002ms step_avg:466.01ms
step:4468/6250 train_loss:2.5373 train_time:2077463ms step_avg:466.01ms
step:4469/6250 train_loss:2.5322 train_time:2077923ms step_avg:466.01ms
step:4470/6250 train_loss:2.5222 train_time:2078382ms step_avg:466.01ms
step:4471/6250 train_loss:2.5207 train_time:2078847ms step_avg:466.00ms
step:4472/6250 train_loss:2.5774 train_time:2079308ms step_avg:466.00ms
step:4473/6250 train_loss:2.5736 train_time:2079770ms step_avg:466.00ms
step:4474/6250 train_loss:2.5856 train_time:2080229ms step_avg:466.00ms
step:4475/6250 train_loss:2.5042 train_time:2080690ms step_avg:466.00ms
step:4476/6250 train_loss:2.5751 train_time:2081152ms step_avg:466.00ms
step:4477/6250 train_loss:2.5430 train_time:2081612ms step_avg:466.00ms
step:4478/6250 train_loss:2.6468 train_time:2082073ms step_avg:466.00ms
step:4479/6250 train_loss:2.5050 train_time:2082534ms step_avg:466.00ms
step:4480/6250 train_loss:2.5201 train_time:2083000ms step_avg:466.00ms
step:4481/6250 train_loss:2.5355 train_time:2083461ms step_avg:465.99ms
step:4482/6250 train_loss:2.5671 train_time:2083923ms step_avg:465.99ms
step:4483/6250 train_loss:2.5673 train_time:2084385ms step_avg:465.99ms
step:4484/6250 train_loss:2.5939 train_time:2084846ms step_avg:465.99ms
step:4485/6250 train_loss:2.5309 train_time:2085305ms step_avg:465.99ms
step:4486/6250 train_loss:2.4621 train_time:2085765ms step_avg:465.99ms
step:4487/6250 train_loss:2.6640 train_time:2086226ms step_avg:465.99ms
step:4488/6250 train_loss:2.6024 train_time:2086686ms step_avg:465.99ms
step:4489/6250 train_loss:2.5860 train_time:2087147ms step_avg:465.99ms
step:4490/6250 train_loss:2.5281 train_time:2087607ms step_avg:465.98ms
step:4491/6250 train_loss:2.4600 train_time:2088068ms step_avg:465.98ms
step:4492/6250 train_loss:2.6062 train_time:2088528ms step_avg:465.98ms
step:4493/6250 train_loss:2.5654 train_time:2088988ms step_avg:465.98ms
step:4494/6250 train_loss:2.6035 train_time:2089446ms step_avg:465.98ms
step:4495/6250 train_loss:2.5840 train_time:2089906ms step_avg:465.98ms
step:4496/6250 train_loss:2.6017 train_time:2090367ms step_avg:465.98ms
step:4497/6250 train_loss:2.6047 train_time:2090828ms step_avg:465.97ms
step:4498/6250 train_loss:2.5936 train_time:2091288ms step_avg:465.97ms
step:4499/6250 train_loss:2.5969 train_time:2091749ms step_avg:465.97ms
step:4500/6250 train_loss:2.5439 train_time:2092209ms step_avg:465.97ms
step:4501/6250 train_loss:2.5366 train_time:2092670ms step_avg:465.97ms
step:4502/6250 train_loss:2.4666 train_time:2093131ms step_avg:465.97ms
step:4503/6250 train_loss:2.4592 train_time:2093592ms step_avg:465.97ms
step:4504/6250 train_loss:2.5711 train_time:2094053ms step_avg:465.97ms
step:4505/6250 train_loss:2.5668 train_time:2094512ms step_avg:465.96ms
step:4506/6250 train_loss:2.4736 train_time:2094973ms step_avg:465.96ms
step:4507/6250 train_loss:2.5541 train_time:2095435ms step_avg:465.96ms
step:4508/6250 train_loss:2.5059 train_time:2095896ms step_avg:465.96ms
step:4509/6250 train_loss:2.5111 train_time:2096356ms step_avg:465.96ms
step:4510/6250 train_loss:2.5357 train_time:2096817ms step_avg:465.96ms
step:4511/6250 train_loss:2.5719 train_time:2097277ms step_avg:465.96ms
step:4512/6250 train_loss:2.5258 train_time:2097738ms step_avg:465.96ms
step:4513/6250 train_loss:2.6185 train_time:2098199ms step_avg:465.96ms
step:4514/6250 train_loss:2.4919 train_time:2098659ms step_avg:465.95ms
step:4515/6250 train_loss:2.6149 train_time:2099119ms step_avg:465.95ms
step:4516/6250 train_loss:2.5736 train_time:2099578ms step_avg:465.95ms
step:4517/6250 train_loss:2.6179 train_time:2100039ms step_avg:465.95ms
step:4518/6250 train_loss:2.4991 train_time:2100498ms step_avg:465.95ms
step:4519/6250 train_loss:2.4721 train_time:2100957ms step_avg:465.95ms
step:4520/6250 train_loss:2.5674 train_time:2101418ms step_avg:465.95ms
step:4521/6250 train_loss:2.5943 train_time:2101877ms step_avg:465.94ms
step:4522/6250 train_loss:2.5917 train_time:2102337ms step_avg:465.94ms
step:4523/6250 train_loss:2.6264 train_time:2102798ms step_avg:465.94ms
step:4524/6250 train_loss:2.6596 train_time:2103257ms step_avg:465.94ms
step:4525/6250 train_loss:2.5345 train_time:2103716ms step_avg:465.94ms
step:4526/6250 train_loss:2.5334 train_time:2104176ms step_avg:465.94ms
step:4527/6250 train_loss:2.5914 train_time:2104637ms step_avg:465.94ms
step:4528/6250 train_loss:2.5360 train_time:2105097ms step_avg:465.94ms
step:4529/6250 train_loss:2.5326 train_time:2105556ms step_avg:465.93ms
step:4530/6250 train_loss:2.4775 train_time:2106016ms step_avg:465.93ms
step:4531/6250 train_loss:2.5165 train_time:2106477ms step_avg:465.93ms
step:4532/6250 train_loss:2.5236 train_time:2106938ms step_avg:465.93ms
step:4533/6250 train_loss:2.5172 train_time:2107399ms step_avg:465.93ms
step:4534/6250 train_loss:2.5172 train_time:2107858ms step_avg:465.93ms
step:4535/6250 train_loss:2.5057 train_time:2108316ms step_avg:465.93ms
step:4536/6250 train_loss:2.5220 train_time:2108776ms step_avg:465.92ms
step:4537/6250 train_loss:2.5315 train_time:2109236ms step_avg:465.92ms
step:4538/6250 train_loss:2.5988 train_time:2109697ms step_avg:465.92ms
step:4539/6250 train_loss:2.6289 train_time:2110156ms step_avg:465.92ms
step:4540/6250 train_loss:2.5786 train_time:2110615ms step_avg:465.92ms
step:4541/6250 train_loss:2.5217 train_time:2111075ms step_avg:465.92ms
step:4542/6250 train_loss:2.6310 train_time:2111536ms step_avg:465.92ms
step:4543/6250 train_loss:2.6136 train_time:2111997ms step_avg:465.92ms
step:4544/6250 train_loss:2.5850 train_time:2112458ms step_avg:465.91ms
step:4545/6250 train_loss:2.6371 train_time:2112919ms step_avg:465.91ms
step:4546/6250 train_loss:2.5847 train_time:2113387ms step_avg:465.91ms
step:4547/6250 train_loss:2.6080 train_time:2113848ms step_avg:465.91ms
step:4548/6250 train_loss:2.5295 train_time:2114315ms step_avg:465.91ms
step:4549/6250 train_loss:2.6311 train_time:2114776ms step_avg:465.91ms
step:4550/6250 train_loss:2.5855 train_time:2115237ms step_avg:465.91ms
step:4551/6250 train_loss:2.6209 train_time:2115697ms step_avg:465.91ms
step:4552/6250 train_loss:2.5959 train_time:2116160ms step_avg:465.91ms
step:4553/6250 train_loss:2.4822 train_time:2116620ms step_avg:465.91ms
step:4554/6250 train_loss:2.5046 train_time:2117079ms step_avg:465.91ms
step:4555/6250 train_loss:2.5914 train_time:2117539ms step_avg:465.91ms
step:4556/6250 train_loss:2.6456 train_time:2118000ms step_avg:465.90ms
step:4557/6250 train_loss:2.4854 train_time:2118459ms step_avg:465.90ms
step:4558/6250 train_loss:2.4590 train_time:2118917ms step_avg:465.90ms
step:4559/6250 train_loss:2.6221 train_time:2119377ms step_avg:465.90ms
step:4560/6250 train_loss:2.6298 train_time:2119836ms step_avg:465.90ms
step:4561/6250 train_loss:2.5527 train_time:2120297ms step_avg:465.90ms
step:4562/6250 train_loss:2.5384 train_time:2120757ms step_avg:465.90ms
step:4563/6250 train_loss:2.5381 train_time:2121218ms step_avg:465.89ms
step:4564/6250 train_loss:2.6010 train_time:2121678ms step_avg:465.89ms
step:4565/6250 train_loss:2.5764 train_time:2122139ms step_avg:465.89ms
step:4566/6250 train_loss:2.6147 train_time:2122599ms step_avg:465.89ms
step:4567/6250 train_loss:2.6590 train_time:2123059ms step_avg:465.89ms
step:4568/6250 train_loss:2.4822 train_time:2123520ms step_avg:465.89ms
step:4569/6250 train_loss:2.5929 train_time:2123981ms step_avg:465.89ms
step:4570/6250 train_loss:2.5633 train_time:2124441ms step_avg:465.89ms
step:4571/6250 train_loss:2.5553 train_time:2124902ms step_avg:465.89ms
step:4572/6250 train_loss:2.4859 train_time:2125363ms step_avg:465.88ms
step:4573/6250 train_loss:2.5541 train_time:2125824ms step_avg:465.88ms
step:4574/6250 train_loss:2.5634 train_time:2126291ms step_avg:465.88ms
step:4575/6250 train_loss:2.4734 train_time:2126750ms step_avg:465.88ms
step:4576/6250 train_loss:2.6152 train_time:2127210ms step_avg:465.88ms
step:4577/6250 train_loss:2.5194 train_time:2127670ms step_avg:465.88ms
step:4578/6250 train_loss:2.4757 train_time:2128172ms step_avg:465.89ms
step:4579/6250 train_loss:2.4968 train_time:2128632ms step_avg:465.89ms
step:4580/6250 train_loss:2.5724 train_time:2129092ms step_avg:465.88ms
step:4581/6250 train_loss:2.4438 train_time:2129552ms step_avg:465.88ms
step:4582/6250 train_loss:2.5893 train_time:2130012ms step_avg:465.88ms
step:4583/6250 train_loss:2.6679 train_time:2130472ms step_avg:465.88ms
step:4584/6250 train_loss:2.4986 train_time:2130931ms step_avg:465.88ms
step:4585/6250 train_loss:2.5525 train_time:2131393ms step_avg:465.88ms
step:4586/6250 train_loss:2.5647 train_time:2131852ms step_avg:465.88ms
step:4587/6250 train_loss:2.5265 train_time:2132312ms step_avg:465.88ms
step:4588/6250 train_loss:2.5887 train_time:2132773ms step_avg:465.87ms
step:4589/6250 train_loss:2.5932 train_time:2133234ms step_avg:465.87ms
step:4590/6250 train_loss:2.5802 train_time:2133695ms step_avg:465.87ms
step:4591/6250 train_loss:2.5325 train_time:2134155ms step_avg:465.87ms
step:4592/6250 train_loss:2.5442 train_time:2134613ms step_avg:465.87ms
step:4593/6250 train_loss:2.5647 train_time:2135074ms step_avg:465.87ms
step:4594/6250 train_loss:2.5025 train_time:2135534ms step_avg:465.87ms
step:4595/6250 train_loss:2.5773 train_time:2135995ms step_avg:465.87ms
step:4596/6250 train_loss:2.4832 train_time:2136456ms step_avg:465.86ms
step:4597/6250 train_loss:2.5369 train_time:2136916ms step_avg:465.86ms
step:4598/6250 train_loss:2.6316 train_time:2137381ms step_avg:465.86ms
step:4599/6250 train_loss:2.5144 train_time:2137841ms step_avg:465.86ms
step:4600/6250 train_loss:2.6019 train_time:2138300ms step_avg:465.86ms
step:4601/6250 train_loss:2.5956 train_time:2138760ms step_avg:465.86ms
step:4602/6250 train_loss:2.5854 train_time:2139221ms step_avg:465.86ms
step:4603/6250 train_loss:2.5522 train_time:2139681ms step_avg:465.86ms
step:4604/6250 train_loss:2.5221 train_time:2140142ms step_avg:465.86ms
step:4605/6250 train_loss:2.6315 train_time:2140602ms step_avg:465.85ms
step:4606/6250 train_loss:2.6241 train_time:2141061ms step_avg:465.85ms
step:4607/6250 train_loss:2.5164 train_time:2141523ms step_avg:465.85ms
step:4608/6250 train_loss:2.5395 train_time:2141983ms step_avg:465.85ms
step:4609/6250 train_loss:2.5172 train_time:2142445ms step_avg:465.85ms
step:4610/6250 train_loss:2.5677 train_time:2142905ms step_avg:465.85ms
step:4611/6250 train_loss:2.5339 train_time:2143365ms step_avg:465.85ms
step:4612/6250 train_loss:2.5764 train_time:2143826ms step_avg:465.85ms
step:4613/6250 train_loss:2.5644 train_time:2144286ms step_avg:465.85ms
step:4614/6250 train_loss:2.5189 train_time:2144746ms step_avg:465.84ms
step:4615/6250 train_loss:2.6992 train_time:2145208ms step_avg:465.84ms
step:4616/6250 train_loss:2.5773 train_time:2145668ms step_avg:465.84ms
step:4617/6250 train_loss:2.5190 train_time:2146128ms step_avg:465.84ms
step:4618/6250 train_loss:2.5334 train_time:2146588ms step_avg:465.84ms
step:4619/6250 train_loss:2.5525 train_time:2147047ms step_avg:465.84ms
step:4620/6250 train_loss:2.6341 train_time:2147517ms step_avg:465.84ms
step:4621/6250 train_loss:2.5515 train_time:2147978ms step_avg:465.84ms
step:4622/6250 train_loss:2.5676 train_time:2148439ms step_avg:465.84ms
step:4623/6250 train_loss:2.5371 train_time:2148899ms step_avg:465.84ms
step:4624/6250 train_loss:2.5447 train_time:2149359ms step_avg:465.83ms
step:4625/6250 train_loss:2.4817 train_time:2149818ms step_avg:465.83ms
step:4626/6250 train_loss:2.5017 train_time:2150280ms step_avg:465.83ms
step:4627/6250 train_loss:2.5421 train_time:2150740ms step_avg:465.83ms
step:4628/6250 train_loss:2.5488 train_time:2151202ms step_avg:465.83ms
step:4629/6250 train_loss:2.5679 train_time:2151666ms step_avg:465.83ms
step:4630/6250 train_loss:2.6561 train_time:2152125ms step_avg:465.83ms
step:4631/6250 train_loss:2.5099 train_time:2152584ms step_avg:465.83ms
step:4632/6250 train_loss:2.5338 train_time:2153045ms step_avg:465.83ms
step:4633/6250 train_loss:2.4559 train_time:2153506ms step_avg:465.82ms
step:4634/6250 train_loss:2.5198 train_time:2153965ms step_avg:465.82ms
step:4635/6250 train_loss:2.6120 train_time:2154425ms step_avg:465.82ms
step:4636/6250 train_loss:2.5041 train_time:2154886ms step_avg:465.82ms
step:4637/6250 train_loss:2.4948 train_time:2155350ms step_avg:465.82ms
step:4638/6250 train_loss:2.4991 train_time:2155810ms step_avg:465.82ms
step:4639/6250 train_loss:2.5497 train_time:2156271ms step_avg:465.82ms
step:4640/6250 train_loss:2.5325 train_time:2156731ms step_avg:465.82ms
step:4641/6250 train_loss:2.3802 train_time:2157191ms step_avg:465.82ms
step:4642/6250 train_loss:2.6442 train_time:2157651ms step_avg:465.81ms
step:4643/6250 train_loss:2.5087 train_time:2158112ms step_avg:465.81ms
step:4644/6250 train_loss:2.4823 train_time:2158573ms step_avg:465.81ms
step:4645/6250 train_loss:2.5927 train_time:2159031ms step_avg:465.81ms
step:4646/6250 train_loss:2.4906 train_time:2159491ms step_avg:465.81ms
step:4647/6250 train_loss:2.4748 train_time:2159951ms step_avg:465.81ms
step:4648/6250 train_loss:2.5596 train_time:2160413ms step_avg:465.81ms
step:4649/6250 train_loss:2.5551 train_time:2160873ms step_avg:465.81ms
step:4650/6250 train_loss:2.4899 train_time:2161333ms step_avg:465.80ms
step:4651/6250 train_loss:2.4935 train_time:2161794ms step_avg:465.80ms
step:4652/6250 train_loss:2.6268 train_time:2162254ms step_avg:465.80ms
step:4653/6250 train_loss:2.5691 train_time:2162715ms step_avg:465.80ms
step:4654/6250 train_loss:2.5982 train_time:2163175ms step_avg:465.80ms
step:4655/6250 train_loss:2.5468 train_time:2163635ms step_avg:465.80ms
step:4656/6250 train_loss:2.6090 train_time:2164094ms step_avg:465.80ms
step:4657/6250 train_loss:2.5563 train_time:2164554ms step_avg:465.80ms
step:4658/6250 train_loss:2.5427 train_time:2165014ms step_avg:465.79ms
step:4659/6250 train_loss:2.5553 train_time:2165477ms step_avg:465.79ms
step:4660/6250 train_loss:2.5232 train_time:2165938ms step_avg:465.79ms
step:4661/6250 train_loss:2.5138 train_time:2166399ms step_avg:465.79ms
step:4662/6250 train_loss:2.5115 train_time:2166860ms step_avg:465.79ms
step:4663/6250 train_loss:2.6527 train_time:2167321ms step_avg:465.79ms
step:4664/6250 train_loss:2.5446 train_time:2167781ms step_avg:465.79ms
step:4665/6250 train_loss:2.4939 train_time:2168241ms step_avg:465.79ms
step:4666/6250 train_loss:2.5640 train_time:2168700ms step_avg:465.79ms
step:4667/6250 train_loss:2.5230 train_time:2169161ms step_avg:465.79ms
step:4668/6250 train_loss:2.5560 train_time:2169621ms step_avg:465.78ms
step:4669/6250 train_loss:2.5290 train_time:2170079ms step_avg:465.78ms
step:4670/6250 train_loss:2.4964 train_time:2170539ms step_avg:465.78ms
step:4671/6250 train_loss:2.5404 train_time:2170998ms step_avg:465.78ms
step:4672/6250 train_loss:2.4965 train_time:2171460ms step_avg:465.78ms
step:4673/6250 train_loss:2.6084 train_time:2171918ms step_avg:465.78ms
step:4674/6250 train_loss:2.5683 train_time:2172379ms step_avg:465.78ms
step:4675/6250 train_loss:2.5980 train_time:2172841ms step_avg:465.78ms
step:4676/6250 train_loss:2.6031 train_time:2173300ms step_avg:465.77ms
step:4677/6250 train_loss:2.6715 train_time:2173759ms step_avg:465.77ms
step:4678/6250 train_loss:2.4761 train_time:2174219ms step_avg:465.77ms
step:4679/6250 train_loss:2.5166 train_time:2174679ms step_avg:465.77ms
step:4680/6250 train_loss:2.5700 train_time:2175138ms step_avg:465.77ms
step:4681/6250 train_loss:2.5499 train_time:2175598ms step_avg:465.77ms
step:4682/6250 train_loss:2.4907 train_time:2176057ms step_avg:465.77ms
step:4683/6250 train_loss:2.5505 train_time:2176519ms step_avg:465.76ms
step:4684/6250 train_loss:2.5003 train_time:2176977ms step_avg:465.76ms
step:4685/6250 train_loss:2.5864 train_time:2177437ms step_avg:465.76ms
step:4686/6250 train_loss:2.5761 train_time:2177897ms step_avg:465.76ms
step:4687/6250 train_loss:2.5721 train_time:2178357ms step_avg:465.76ms
step:4688/6250 train_loss:2.6038 train_time:2178818ms step_avg:465.76ms
step:4689/6250 train_loss:2.5980 train_time:2179289ms step_avg:465.76ms
step:4690/6250 train_loss:2.5342 train_time:2179762ms step_avg:465.76ms
step:4691/6250 train_loss:2.5510 train_time:2180233ms step_avg:465.76ms
step:4692/6250 train_loss:2.5863 train_time:2180697ms step_avg:465.76ms
step:4693/6250 train_loss:2.5674 train_time:2181159ms step_avg:465.76ms
step:4694/6250 train_loss:2.5198 train_time:2181623ms step_avg:465.76ms
step:4695/6250 train_loss:2.6012 train_time:2182084ms step_avg:465.76ms
step:4696/6250 train_loss:2.5927 train_time:2182555ms step_avg:465.76ms
step:4697/6250 train_loss:2.5715 train_time:2183022ms step_avg:465.76ms
step:4698/6250 train_loss:2.6572 train_time:2183496ms step_avg:465.76ms
step:4699/6250 train_loss:2.6103 train_time:2183956ms step_avg:465.76ms
step:4700/6250 train_loss:2.6020 train_time:2184428ms step_avg:465.76ms
step:4701/6250 train_loss:2.5735 train_time:2184891ms step_avg:465.76ms
step:4702/6250 train_loss:2.4628 train_time:2185360ms step_avg:465.76ms
step:4703/6250 train_loss:2.5815 train_time:2185823ms step_avg:465.76ms
step:4704/6250 train_loss:2.5948 train_time:2186287ms step_avg:465.76ms
step:4705/6250 train_loss:2.5907 train_time:2186759ms step_avg:465.76ms
step:4706/6250 train_loss:2.7354 train_time:2187218ms step_avg:465.76ms
step:4707/6250 train_loss:2.5981 train_time:2187686ms step_avg:465.76ms
step:4708/6250 train_loss:2.6545 train_time:2188151ms step_avg:465.76ms
step:4709/6250 train_loss:2.5164 train_time:2188620ms step_avg:465.76ms
step:4710/6250 train_loss:2.4489 train_time:2189089ms step_avg:465.76ms
step:4711/6250 train_loss:2.4964 train_time:2189556ms step_avg:465.76ms
step:4712/6250 train_loss:2.5489 train_time:2190018ms step_avg:465.76ms
step:4713/6250 train_loss:2.6010 train_time:2190477ms step_avg:465.76ms
step:4714/6250 train_loss:2.5513 train_time:2190937ms step_avg:465.76ms
step:4715/6250 train_loss:2.6211 train_time:2191404ms step_avg:465.76ms
step:4716/6250 train_loss:2.5537 train_time:2191879ms step_avg:465.76ms
step:4717/6250 train_loss:2.5869 train_time:2192338ms step_avg:465.76ms
step:4718/6250 train_loss:2.4728 train_time:2192808ms step_avg:465.76ms
step:4719/6250 train_loss:2.5851 train_time:2193269ms step_avg:465.76ms
step:4720/6250 train_loss:2.7179 train_time:2193729ms step_avg:465.76ms
step:4721/6250 train_loss:2.5985 train_time:2194190ms step_avg:465.76ms
step:4722/6250 train_loss:2.6514 train_time:2194653ms step_avg:465.76ms
step:4723/6250 train_loss:2.6216 train_time:2195118ms step_avg:465.76ms
step:4724/6250 train_loss:2.5372 train_time:2195581ms step_avg:465.76ms
step:4725/6250 train_loss:2.5009 train_time:2196040ms step_avg:465.76ms
step:4726/6250 train_loss:2.4709 train_time:2196500ms step_avg:465.75ms
step:4727/6250 train_loss:2.5349 train_time:2196959ms step_avg:465.75ms
step:4728/6250 train_loss:2.5556 train_time:2197418ms step_avg:465.75ms
step:4729/6250 train_loss:2.4876 train_time:2197880ms step_avg:465.75ms
step:4730/6250 train_loss:2.5650 train_time:2198339ms step_avg:465.75ms
step:4731/6250 train_loss:2.5266 train_time:2198800ms step_avg:465.75ms
step:4732/6250 train_loss:2.4720 train_time:2199259ms step_avg:465.75ms
step:4733/6250 train_loss:2.6521 train_time:2199720ms step_avg:465.75ms
step:4734/6250 train_loss:2.4302 train_time:2200179ms step_avg:465.74ms
step:4735/6250 train_loss:2.5793 train_time:2200640ms step_avg:465.74ms
step:4736/6250 train_loss:2.4806 train_time:2201098ms step_avg:465.74ms
step:4737/6250 train_loss:2.6166 train_time:2201560ms step_avg:465.74ms
step:4738/6250 train_loss:2.5229 train_time:2202019ms step_avg:465.74ms
step:4739/6250 train_loss:2.5614 train_time:2202480ms step_avg:465.74ms
step:4740/6250 train_loss:2.4758 train_time:2202941ms step_avg:465.74ms
step:4741/6250 train_loss:2.5188 train_time:2203402ms step_avg:465.74ms
step:4742/6250 train_loss:2.6233 train_time:2203863ms step_avg:465.74ms
step:4743/6250 train_loss:2.5242 train_time:2204324ms step_avg:465.74ms
step:4744/6250 train_loss:2.6969 train_time:2204784ms step_avg:465.73ms
step:4745/6250 train_loss:2.7006 train_time:2205244ms step_avg:465.73ms
step:4746/6250 train_loss:2.4990 train_time:2205705ms step_avg:465.73ms
step:4747/6250 train_loss:2.5507 train_time:2206165ms step_avg:465.73ms
step:4748/6250 train_loss:2.5511 train_time:2206626ms step_avg:465.73ms
step:4749/6250 train_loss:2.6153 train_time:2207086ms step_avg:465.73ms
step:4750/6250 train_loss:2.5142 train_time:2207547ms step_avg:465.73ms
step:4751/6250 train_loss:2.5552 train_time:2208008ms step_avg:465.73ms
step:4752/6250 train_loss:2.4972 train_time:2208470ms step_avg:465.73ms
step:4753/6250 train_loss:2.5369 train_time:2208930ms step_avg:465.72ms
step:4754/6250 train_loss:2.5399 train_time:2209391ms step_avg:465.72ms
step:4755/6250 train_loss:2.4613 train_time:2209851ms step_avg:465.72ms
step:4756/6250 train_loss:2.5217 train_time:2210311ms step_avg:465.72ms
step:4757/6250 train_loss:2.5631 train_time:2210773ms step_avg:465.72ms
step:4758/6250 train_loss:2.5244 train_time:2211232ms step_avg:465.72ms
step:4759/6250 train_loss:2.5162 train_time:2211693ms step_avg:465.72ms
step:4760/6250 train_loss:2.5677 train_time:2212153ms step_avg:465.72ms
step:4761/6250 train_loss:2.4610 train_time:2212613ms step_avg:465.72ms
step:4762/6250 train_loss:2.5385 train_time:2213073ms step_avg:465.71ms
step:4763/6250 train_loss:2.5098 train_time:2213535ms step_avg:465.71ms
step:4764/6250 train_loss:2.5938 train_time:2213995ms step_avg:465.71ms
step:4765/6250 train_loss:2.5373 train_time:2214455ms step_avg:465.71ms
step:4766/6250 train_loss:2.4230 train_time:2214915ms step_avg:465.71ms
step:4767/6250 train_loss:2.5712 train_time:2215374ms step_avg:465.71ms
step:4768/6250 train_loss:2.6050 train_time:2215835ms step_avg:465.71ms
step:4769/6250 train_loss:2.5651 train_time:2216295ms step_avg:465.71ms
step:4770/6250 train_loss:2.4980 train_time:2216756ms step_avg:465.71ms
step:4771/6250 train_loss:2.5943 train_time:2217217ms step_avg:465.70ms
step:4772/6250 train_loss:2.4926 train_time:2217679ms step_avg:465.70ms
step:4773/6250 train_loss:2.6552 train_time:2218147ms step_avg:465.70ms
step:4774/6250 train_loss:2.5759 train_time:2218608ms step_avg:465.70ms
step:4775/6250 train_loss:2.5012 train_time:2219069ms step_avg:465.70ms
step:4776/6250 train_loss:2.4640 train_time:2219530ms step_avg:465.70ms
step:4777/6250 train_loss:2.4976 train_time:2219990ms step_avg:465.70ms
step:4778/6250 train_loss:2.5696 train_time:2220450ms step_avg:465.70ms
step:4779/6250 train_loss:2.5449 train_time:2220911ms step_avg:465.70ms
step:4780/6250 train_loss:2.5059 train_time:2221371ms step_avg:465.70ms
step:4781/6250 train_loss:2.5450 train_time:2221830ms step_avg:465.69ms
step:4782/6250 train_loss:2.5064 train_time:2222289ms step_avg:465.69ms
step:4783/6250 train_loss:2.4968 train_time:2222749ms step_avg:465.69ms
step:4784/6250 train_loss:2.5030 train_time:2223208ms step_avg:465.69ms
step:4785/6250 train_loss:2.5053 train_time:2223669ms step_avg:465.69ms
step:4786/6250 train_loss:2.4871 train_time:2224129ms step_avg:465.69ms
step:4787/6250 train_loss:2.4985 train_time:2224588ms step_avg:465.69ms
step:4788/6250 train_loss:2.5387 train_time:2225048ms step_avg:465.69ms
step:4789/6250 train_loss:2.5278 train_time:2225507ms step_avg:465.68ms
step:4790/6250 train_loss:2.5280 train_time:2225967ms step_avg:465.68ms
step:4791/6250 train_loss:2.5892 train_time:2226438ms step_avg:465.68ms
step:4792/6250 train_loss:2.5793 train_time:2226915ms step_avg:465.69ms
step:4793/6250 train_loss:2.5896 train_time:2227388ms step_avg:465.69ms
step:4794/6250 train_loss:2.5502 train_time:2227846ms step_avg:465.69ms
step:4795/6250 train_loss:2.5468 train_time:2228305ms step_avg:465.69ms
step:4796/6250 train_loss:2.4548 train_time:2228765ms step_avg:465.68ms
step:4797/6250 train_loss:2.6283 train_time:2229224ms step_avg:465.68ms
step:4798/6250 train_loss:2.5939 train_time:2229685ms step_avg:465.68ms
step:4799/6250 train_loss:2.5817 train_time:2230144ms step_avg:465.68ms
step:4800/6250 train_loss:2.4711 train_time:2230603ms step_avg:465.68ms
step:4801/6250 train_loss:2.5297 train_time:2231063ms step_avg:465.68ms
step:4802/6250 train_loss:2.5164 train_time:2231524ms step_avg:465.68ms
step:4803/6250 train_loss:2.5360 train_time:2231983ms step_avg:465.68ms
step:4804/6250 train_loss:2.4652 train_time:2232444ms step_avg:465.67ms
step:4805/6250 train_loss:2.6115 train_time:2232903ms step_avg:465.67ms
step:4806/6250 train_loss:2.5630 train_time:2233364ms step_avg:465.67ms
step:4807/6250 train_loss:2.5573 train_time:2233823ms step_avg:465.67ms
step:4808/6250 train_loss:2.5453 train_time:2234284ms step_avg:465.67ms
step:4809/6250 train_loss:2.5612 train_time:2234743ms step_avg:465.67ms
step:4810/6250 train_loss:2.5877 train_time:2235203ms step_avg:465.67ms
step:4811/6250 train_loss:2.5668 train_time:2235664ms step_avg:465.67ms
step:4812/6250 train_loss:2.4708 train_time:2236124ms step_avg:465.67ms
step:4813/6250 train_loss:2.5213 train_time:2236585ms step_avg:465.66ms
step:4814/6250 train_loss:2.5500 train_time:2237052ms step_avg:465.66ms
step:4815/6250 train_loss:2.5855 train_time:2237513ms step_avg:465.66ms
step:4816/6250 train_loss:2.5834 train_time:2237975ms step_avg:465.66ms
step:4817/6250 train_loss:2.5579 train_time:2238436ms step_avg:465.66ms
step:4818/6250 train_loss:2.5394 train_time:2238897ms step_avg:465.66ms
step:4819/6250 train_loss:2.6106 train_time:2239356ms step_avg:465.66ms
step:4820/6250 train_loss:2.6364 train_time:2239817ms step_avg:465.66ms
step:4821/6250 train_loss:2.5837 train_time:2240278ms step_avg:465.66ms
step:4822/6250 train_loss:2.5347 train_time:2240739ms step_avg:465.66ms
step:4823/6250 train_loss:2.5463 train_time:2241200ms step_avg:465.66ms
step:4824/6250 train_loss:2.5245 train_time:2241659ms step_avg:465.65ms
step:4825/6250 train_loss:2.5901 train_time:2242119ms step_avg:465.65ms
step:4826/6250 train_loss:2.4928 train_time:2242579ms step_avg:465.65ms
step:4827/6250 train_loss:2.4886 train_time:2243039ms step_avg:465.65ms
step:4828/6250 train_loss:2.5527 train_time:2243500ms step_avg:465.65ms
step:4829/6250 train_loss:2.5500 train_time:2243960ms step_avg:465.65ms
step:4830/6250 train_loss:2.6223 train_time:2244421ms step_avg:465.65ms
step:4831/6250 train_loss:2.5986 train_time:2244881ms step_avg:465.65ms
step:4832/6250 train_loss:2.6313 train_time:2245341ms step_avg:465.65ms
step:4833/6250 train_loss:2.5764 train_time:2245800ms step_avg:465.64ms
step:4834/6250 train_loss:2.5437 train_time:2246260ms step_avg:465.64ms
step:4835/6250 train_loss:2.6054 train_time:2246721ms step_avg:465.64ms
step:4836/6250 train_loss:2.5288 train_time:2247182ms step_avg:465.64ms
step:4837/6250 train_loss:2.5718 train_time:2247641ms step_avg:465.64ms
step:4838/6250 train_loss:2.5416 train_time:2248101ms step_avg:465.64ms
step:4839/6250 train_loss:2.5239 train_time:2248561ms step_avg:465.64ms
step:4840/6250 train_loss:2.5336 train_time:2249026ms step_avg:465.64ms
step:4841/6250 train_loss:2.5575 train_time:2249488ms step_avg:465.64ms
step:4842/6250 train_loss:2.6150 train_time:2249949ms step_avg:465.64ms
step:4843/6250 train_loss:2.5470 train_time:2250410ms step_avg:465.63ms
step:4844/6250 train_loss:2.6358 train_time:2250870ms step_avg:465.63ms
step:4845/6250 train_loss:2.5283 train_time:2251332ms step_avg:465.63ms
step:4846/6250 train_loss:2.4703 train_time:2251790ms step_avg:465.63ms
step:4847/6250 train_loss:2.5324 train_time:2252251ms step_avg:465.63ms
step:4848/6250 train_loss:2.4672 train_time:2252712ms step_avg:465.63ms
step:4849/6250 train_loss:2.5544 train_time:2253173ms step_avg:465.63ms
step:4850/6250 train_loss:2.5032 train_time:2253634ms step_avg:465.63ms
step:4851/6250 train_loss:2.6497 train_time:2254093ms step_avg:465.63ms
step:4852/6250 train_loss:2.5665 train_time:2254553ms step_avg:465.62ms
step:4853/6250 train_loss:2.4773 train_time:2255013ms step_avg:465.62ms
step:4854/6250 train_loss:2.4922 train_time:2255473ms step_avg:465.62ms
step:4855/6250 train_loss:2.5919 train_time:2255934ms step_avg:465.62ms
step:4856/6250 train_loss:2.5567 train_time:2256395ms step_avg:465.62ms
step:4857/6250 train_loss:2.5815 train_time:2256852ms step_avg:465.62ms
step:4858/6250 train_loss:2.4445 train_time:2257312ms step_avg:465.62ms
step:4859/6250 train_loss:2.6400 train_time:2257770ms step_avg:465.62ms
step:4860/6250 train_loss:2.5895 train_time:2258230ms step_avg:465.61ms
step:4861/6250 train_loss:2.4700 train_time:2258690ms step_avg:465.61ms
step:4862/6250 train_loss:2.4892 train_time:2259149ms step_avg:465.61ms
step:4863/6250 train_loss:2.5603 train_time:2259610ms step_avg:465.61ms
step:4864/6250 train_loss:2.4972 train_time:2260070ms step_avg:465.61ms
step:4865/6250 train_loss:2.5914 train_time:2260530ms step_avg:465.61ms
step:4866/6250 train_loss:2.5469 train_time:2260991ms step_avg:465.61ms
step:4867/6250 train_loss:2.5603 train_time:2261457ms step_avg:465.61ms
step:4868/6250 train_loss:2.5933 train_time:2261916ms step_avg:465.61ms
step:4869/6250 train_loss:2.6878 train_time:2262376ms step_avg:465.61ms
step:4870/6250 train_loss:2.5267 train_time:2262837ms step_avg:465.60ms
step:4871/6250 train_loss:2.5537 train_time:2263297ms step_avg:465.60ms
step:4872/6250 train_loss:2.5053 train_time:2263756ms step_avg:465.60ms
step:4873/6250 train_loss:2.5825 train_time:2264216ms step_avg:465.60ms
step:4874/6250 train_loss:2.5999 train_time:2264677ms step_avg:465.60ms
step:4875/6250 train_loss:2.5345 train_time:2265137ms step_avg:465.60ms
step:4876/6250 train_loss:2.5664 train_time:2265598ms step_avg:465.60ms
step:4877/6250 train_loss:2.5116 train_time:2266058ms step_avg:465.60ms
step:4878/6250 train_loss:2.5732 train_time:2266519ms step_avg:465.60ms
step:4879/6250 train_loss:2.6207 train_time:2266978ms step_avg:465.59ms
step:4880/6250 train_loss:2.5146 train_time:2267439ms step_avg:465.59ms
step:4881/6250 train_loss:2.6452 train_time:2267900ms step_avg:465.59ms
step:4882/6250 train_loss:2.5828 train_time:2268360ms step_avg:465.59ms
step:4883/6250 train_loss:2.6008 train_time:2268819ms step_avg:465.59ms
step:4884/6250 train_loss:2.6304 train_time:2269280ms step_avg:465.59ms
step:4885/6250 train_loss:2.5155 train_time:2269739ms step_avg:465.59ms
step:4886/6250 train_loss:2.4606 train_time:2270199ms step_avg:465.59ms
step:4887/6250 train_loss:2.5340 train_time:2270660ms step_avg:465.59ms
step:4888/6250 train_loss:2.5489 train_time:2271119ms step_avg:465.58ms
step:4889/6250 train_loss:2.5099 train_time:2271579ms step_avg:465.58ms
step:4890/6250 train_loss:2.5012 train_time:2272038ms step_avg:465.58ms
step:4891/6250 train_loss:2.4733 train_time:2272498ms step_avg:465.58ms
step:4892/6250 train_loss:2.6383 train_time:2272958ms step_avg:465.58ms
step:4893/6250 train_loss:2.5575 train_time:2273419ms step_avg:465.58ms
step:4894/6250 train_loss:2.5560 train_time:2273880ms step_avg:465.58ms
step:4895/6250 train_loss:2.4857 train_time:2274350ms step_avg:465.58ms
step:4896/6250 train_loss:2.4847 train_time:2274812ms step_avg:465.58ms
step:4897/6250 train_loss:2.6212 train_time:2275277ms step_avg:465.58ms
step:4898/6250 train_loss:2.5890 train_time:2275738ms step_avg:465.58ms
step:4899/6250 train_loss:2.5998 train_time:2276196ms step_avg:465.58ms
step:4900/6250 train_loss:2.5235 train_time:2276654ms step_avg:465.57ms
step:4901/6250 train_loss:2.6390 train_time:2277115ms step_avg:465.57ms
step:4902/6250 train_loss:2.5524 train_time:2277576ms step_avg:465.57ms
step:4903/6250 train_loss:2.5178 train_time:2278036ms step_avg:465.57ms
step:4904/6250 train_loss:2.6148 train_time:2278499ms step_avg:465.57ms
step:4905/6250 train_loss:2.4899 train_time:2278960ms step_avg:465.57ms
step:4906/6250 train_loss:2.5741 train_time:2279421ms step_avg:465.57ms
step:4907/6250 train_loss:2.5804 train_time:2279881ms step_avg:465.57ms
step:4908/6250 train_loss:2.5680 train_time:2280342ms step_avg:465.57ms
step:4909/6250 train_loss:2.5672 train_time:2280801ms step_avg:465.56ms
step:4910/6250 train_loss:2.5533 train_time:2281262ms step_avg:465.56ms
step:4911/6250 train_loss:2.5635 train_time:2281724ms step_avg:465.56ms
step:4912/6250 train_loss:2.4910 train_time:2282185ms step_avg:465.56ms
step:4913/6250 train_loss:2.5813 train_time:2282644ms step_avg:465.56ms
step:4914/6250 train_loss:2.5052 train_time:2283104ms step_avg:465.56ms
step:4915/6250 train_loss:2.5613 train_time:2283566ms step_avg:465.56ms
step:4916/6250 train_loss:2.4761 train_time:2284024ms step_avg:465.56ms
step:4917/6250 train_loss:2.5335 train_time:2284485ms step_avg:465.56ms
step:4918/6250 train_loss:2.5781 train_time:2284946ms step_avg:465.56ms
step:4919/6250 train_loss:2.6438 train_time:2285406ms step_avg:465.55ms
step:4920/6250 train_loss:2.5105 train_time:2285865ms step_avg:465.55ms
step:4921/6250 train_loss:2.5697 train_time:2286324ms step_avg:465.55ms
step:4922/6250 train_loss:2.6102 train_time:2286784ms step_avg:465.55ms
step:4923/6250 train_loss:2.5470 train_time:2287244ms step_avg:465.55ms
step:4924/6250 train_loss:2.5481 train_time:2287704ms step_avg:465.55ms
step:4925/6250 train_loss:2.5683 train_time:2288164ms step_avg:465.55ms
step:4926/6250 train_loss:2.5583 train_time:2288625ms step_avg:465.55ms
step:4927/6250 train_loss:2.5754 train_time:2289085ms step_avg:465.55ms
step:4928/6250 train_loss:2.5368 train_time:2289545ms step_avg:465.54ms
step:4929/6250 train_loss:2.5462 train_time:2290006ms step_avg:465.54ms
step:4930/6250 train_loss:2.5898 train_time:2290466ms step_avg:465.54ms
step:4931/6250 train_loss:2.6417 train_time:2290926ms step_avg:465.54ms
step:4932/6250 train_loss:2.7007 train_time:2291393ms step_avg:465.54ms
step:4933/6250 train_loss:2.5487 train_time:2291853ms step_avg:465.54ms
step:4934/6250 train_loss:2.4888 train_time:2292312ms step_avg:465.54ms
step:4935/6250 train_loss:2.5270 train_time:2292772ms step_avg:465.54ms
step:4936/6250 train_loss:2.5352 train_time:2293234ms step_avg:465.54ms
step:4937/6250 train_loss:2.5585 train_time:2293694ms step_avg:465.54ms
step:4938/6250 train_loss:2.6178 train_time:2294154ms step_avg:465.53ms
step:4939/6250 train_loss:2.5616 train_time:2294614ms step_avg:465.53ms
step:4940/6250 train_loss:2.4796 train_time:2295074ms step_avg:465.53ms
step:4941/6250 train_loss:2.5043 train_time:2295535ms step_avg:465.53ms
step:4942/6250 train_loss:2.5143 train_time:2295996ms step_avg:465.53ms
step:4943/6250 train_loss:2.5512 train_time:2296455ms step_avg:465.53ms
step:4944/6250 train_loss:2.4720 train_time:2296916ms step_avg:465.53ms
step:4945/6250 train_loss:2.7102 train_time:2297376ms step_avg:465.53ms
step:4946/6250 train_loss:2.5869 train_time:2297836ms step_avg:465.53ms
step:4947/6250 train_loss:2.5768 train_time:2298297ms step_avg:465.52ms
step:4948/6250 train_loss:2.5554 train_time:2298757ms step_avg:465.52ms
step:4949/6250 train_loss:2.4639 train_time:2299218ms step_avg:465.52ms
step:4950/6250 train_loss:2.4855 train_time:2299684ms step_avg:465.52ms
step:4951/6250 train_loss:2.5995 train_time:2300144ms step_avg:465.52ms
step:4952/6250 train_loss:2.6334 train_time:2300604ms step_avg:465.52ms
step:4953/6250 train_loss:2.5769 train_time:2301063ms step_avg:465.52ms
step:4954/6250 train_loss:2.6355 train_time:2301522ms step_avg:465.52ms
step:4955/6250 train_loss:2.5510 train_time:2301983ms step_avg:465.52ms
step:4956/6250 train_loss:2.5867 train_time:2302444ms step_avg:465.52ms
step:4957/6250 train_loss:2.5667 train_time:2302903ms step_avg:465.52ms
step:4958/6250 train_loss:2.4859 train_time:2303364ms step_avg:465.51ms
step:4959/6250 train_loss:2.5540 train_time:2303822ms step_avg:465.51ms
step:4960/6250 train_loss:2.5412 train_time:2304282ms step_avg:465.51ms
step:4961/6250 train_loss:2.6065 train_time:2304743ms step_avg:465.51ms
step:4962/6250 train_loss:2.5617 train_time:2305203ms step_avg:465.51ms
step:4963/6250 train_loss:2.5593 train_time:2305663ms step_avg:465.51ms
step:4964/6250 train_loss:2.5548 train_time:2306124ms step_avg:465.51ms
step:4965/6250 train_loss:2.5339 train_time:2306584ms step_avg:465.51ms
step:4966/6250 train_loss:2.5479 train_time:2307042ms step_avg:465.50ms
step:4967/6250 train_loss:2.5195 train_time:2307501ms step_avg:465.50ms
step:4968/6250 train_loss:2.6057 train_time:2307961ms step_avg:465.50ms
step:4969/6250 train_loss:2.6203 train_time:2308422ms step_avg:465.50ms
step:4970/6250 train_loss:2.5985 train_time:2308881ms step_avg:465.50ms
step:4971/6250 train_loss:2.4865 train_time:2309342ms step_avg:465.50ms
step:4972/6250 train_loss:2.5610 train_time:2309802ms step_avg:465.50ms
step:4973/6250 train_loss:2.5101 train_time:2310262ms step_avg:465.50ms
step:4974/6250 train_loss:2.4990 train_time:2310722ms step_avg:465.50ms
step:4975/6250 train_loss:2.5680 train_time:2311181ms step_avg:465.49ms
step:4976/6250 train_loss:2.6559 train_time:2311651ms step_avg:465.50ms
step:4977/6250 train_loss:2.5311 train_time:2312111ms step_avg:465.49ms
step:4978/6250 train_loss:2.5913 train_time:2312573ms step_avg:465.49ms
step:4979/6250 train_loss:2.5323 train_time:2313035ms step_avg:465.49ms
step:4980/6250 train_loss:2.5341 train_time:2313496ms step_avg:465.49ms
step:4981/6250 train_loss:2.4563 train_time:2313956ms step_avg:465.49ms
step:4982/6250 train_loss:2.5013 train_time:2314417ms step_avg:465.49ms
step:4983/6250 train_loss:2.5405 train_time:2314878ms step_avg:465.49ms
step:4984/6250 train_loss:2.4910 train_time:2315339ms step_avg:465.49ms
step:4985/6250 train_loss:2.5081 train_time:2315799ms step_avg:465.49ms
step:4986/6250 train_loss:2.6144 train_time:2316265ms step_avg:465.49ms
step:4987/6250 train_loss:2.5135 train_time:2316725ms step_avg:465.49ms
step:4988/6250 train_loss:2.4927 train_time:2317185ms step_avg:465.49ms
step:4989/6250 train_loss:2.5072 train_time:2317665ms step_avg:465.49ms
step:4990/6250 train_loss:2.5599 train_time:2318141ms step_avg:465.49ms
step:4991/6250 train_loss:2.5690 train_time:2318618ms step_avg:465.49ms
step:4992/6250 train_loss:2.5106 train_time:2319095ms step_avg:465.49ms
step:4993/6250 train_loss:2.5202 train_time:2319556ms step_avg:465.49ms
step:4994/6250 train_loss:2.4614 train_time:2320024ms step_avg:465.49ms
step:4995/6250 train_loss:2.5705 train_time:2320494ms step_avg:465.50ms
step:4996/6250 train_loss:2.6533 train_time:2320965ms step_avg:465.50ms
step:4997/6250 train_loss:2.6449 train_time:2321430ms step_avg:465.50ms
step:4998/6250 train_loss:2.5733 train_time:2321894ms step_avg:465.50ms
step:4999/6250 train_loss:2.5411 train_time:2322362ms step_avg:465.50ms
step:5000/6250 train_loss:2.5240 train_time:2322837ms step_avg:465.50ms
step:5001/6250 train_loss:2.4998 train_time:2323317ms step_avg:465.50ms
step:5002/6250 train_loss:2.6434 train_time:2323785ms step_avg:465.50ms
step:5003/6250 train_loss:2.5799 train_time:2324253ms step_avg:465.50ms
step:5004/6250 train_loss:2.5271 train_time:2324723ms step_avg:465.50ms
step:5005/6250 train_loss:2.5753 train_time:2325190ms step_avg:465.50ms
step:5006/6250 train_loss:2.6200 train_time:2325662ms step_avg:465.50ms
step:5007/6250 train_loss:2.5378 train_time:2326130ms step_avg:465.51ms
step:5008/6250 train_loss:2.5219 train_time:2326593ms step_avg:465.50ms
step:5009/6250 train_loss:2.5522 train_time:2327070ms step_avg:465.51ms
step:5010/6250 train_loss:2.5859 train_time:2327549ms step_avg:465.51ms
step:5011/6250 train_loss:2.4607 train_time:2328035ms step_avg:465.51ms
step:5012/6250 train_loss:2.5353 train_time:2328502ms step_avg:465.51ms
step:5013/6250 train_loss:2.5544 train_time:2328974ms step_avg:465.52ms
step:5014/6250 train_loss:2.5357 train_time:2329443ms step_avg:465.52ms
step:5015/6250 train_loss:2.6090 train_time:2329908ms step_avg:465.52ms
step:5016/6250 train_loss:2.5525 train_time:2330378ms step_avg:465.52ms
step:5017/6250 train_loss:2.5627 train_time:2330846ms step_avg:465.52ms
step:5018/6250 train_loss:2.6148 train_time:2331320ms step_avg:465.52ms
step:5019/6250 train_loss:2.5789 train_time:2331791ms step_avg:465.52ms
step:5020/6250 train_loss:2.5054 train_time:2332251ms step_avg:465.52ms
step:5021/6250 train_loss:2.5640 train_time:2332722ms step_avg:465.52ms
step:5022/6250 train_loss:2.5484 train_time:2333192ms step_avg:465.52ms
step:5023/6250 train_loss:2.4617 train_time:2333661ms step_avg:465.52ms
step:5024/6250 train_loss:2.5832 train_time:2334130ms step_avg:465.52ms
step:5025/6250 train_loss:2.5267 train_time:2334591ms step_avg:465.52ms
step:5026/6250 train_loss:2.4978 train_time:2335051ms step_avg:465.52ms
step:5027/6250 train_loss:2.5637 train_time:2335512ms step_avg:465.52ms
step:5028/6250 train_loss:2.5783 train_time:2335973ms step_avg:465.52ms
step:5029/6250 train_loss:2.5205 train_time:2336433ms step_avg:465.52ms
step:5030/6250 train_loss:2.5418 train_time:2336893ms step_avg:465.52ms
step:5031/6250 train_loss:2.4776 train_time:2337352ms step_avg:465.52ms
step:5032/6250 train_loss:2.5871 train_time:2337813ms step_avg:465.51ms
step:5033/6250 train_loss:2.4610 train_time:2338273ms step_avg:465.51ms
step:5034/6250 train_loss:2.5621 train_time:2338733ms step_avg:465.51ms
step:5035/6250 train_loss:2.5675 train_time:2339191ms step_avg:465.51ms
step:5036/6250 train_loss:2.5437 train_time:2339652ms step_avg:465.51ms
step:5037/6250 train_loss:2.5586 train_time:2340112ms step_avg:465.51ms
step:5038/6250 train_loss:2.5549 train_time:2340573ms step_avg:465.51ms
step:5039/6250 train_loss:2.5390 train_time:2341032ms step_avg:465.51ms
step:5040/6250 train_loss:2.4921 train_time:2341494ms step_avg:465.51ms
step:5041/6250 train_loss:2.4384 train_time:2341953ms step_avg:465.50ms
step:5042/6250 train_loss:2.5096 train_time:2342414ms step_avg:465.50ms
step:5043/6250 train_loss:2.5094 train_time:2342874ms step_avg:465.50ms
step:5044/6250 train_loss:2.4791 train_time:2343333ms step_avg:465.50ms
step:5045/6250 train_loss:2.5068 train_time:2343793ms step_avg:465.50ms
step:5046/6250 train_loss:2.4657 train_time:2344252ms step_avg:465.50ms
step:5047/6250 train_loss:2.5553 train_time:2344713ms step_avg:465.50ms
step:5048/6250 train_loss:2.4994 train_time:2345172ms step_avg:465.50ms
step:5049/6250 train_loss:2.5021 train_time:2345632ms step_avg:465.50ms
step:5050/6250 train_loss:2.4744 train_time:2346091ms step_avg:465.49ms
step:5051/6250 train_loss:2.4941 train_time:2346554ms step_avg:465.49ms
step:5052/6250 train_loss:2.4913 train_time:2347015ms step_avg:465.49ms
step:5053/6250 train_loss:2.5750 train_time:2347475ms step_avg:465.49ms
step:5054/6250 train_loss:2.5714 train_time:2347936ms step_avg:465.49ms
step:5055/6250 train_loss:2.5487 train_time:2348396ms step_avg:465.49ms
step:5056/6250 train_loss:2.5552 train_time:2348855ms step_avg:465.49ms
step:5057/6250 train_loss:2.4807 train_time:2349315ms step_avg:465.49ms
step:5058/6250 train_loss:2.4263 train_time:2349776ms step_avg:465.49ms
step:5059/6250 train_loss:2.5652 train_time:2350238ms step_avg:465.49ms
step:5060/6250 train_loss:2.5225 train_time:2350700ms step_avg:465.49ms
step:5061/6250 train_loss:2.5101 train_time:2351160ms step_avg:465.48ms
step:5062/6250 train_loss:2.4941 train_time:2351623ms step_avg:465.48ms
step:5063/6250 train_loss:2.5741 train_time:2352084ms step_avg:465.48ms
step:5064/6250 train_loss:2.4689 train_time:2352545ms step_avg:465.48ms
step:5065/6250 train_loss:2.5424 train_time:2353007ms step_avg:465.48ms
step:5066/6250 train_loss:2.5553 train_time:2353468ms step_avg:465.48ms
step:5067/6250 train_loss:2.6118 train_time:2353930ms step_avg:465.48ms
step:5068/6250 train_loss:2.5206 train_time:2354390ms step_avg:465.48ms
step:5069/6250 train_loss:2.5836 train_time:2354852ms step_avg:465.48ms
step:5070/6250 train_loss:2.5051 train_time:2355312ms step_avg:465.48ms
step:5071/6250 train_loss:2.4429 train_time:2355773ms step_avg:465.48ms
step:5072/6250 train_loss:2.5145 train_time:2356234ms step_avg:465.47ms
step:5073/6250 train_loss:2.5565 train_time:2356699ms step_avg:465.47ms
step:5074/6250 train_loss:2.5295 train_time:2357161ms step_avg:465.47ms
step:5075/6250 train_loss:2.5629 train_time:2357624ms step_avg:465.47ms
step:5076/6250 train_loss:2.5465 train_time:2358084ms step_avg:465.47ms
step:5077/6250 train_loss:2.4701 train_time:2358546ms step_avg:465.47ms
step:5078/6250 train_loss:2.6078 train_time:2359008ms step_avg:465.47ms
step:5079/6250 train_loss:2.5395 train_time:2359469ms step_avg:465.47ms
step:5080/6250 train_loss:2.6034 train_time:2359927ms step_avg:465.47ms
step:5081/6250 train_loss:2.4785 train_time:2360388ms step_avg:465.47ms
step:5082/6250 train_loss:2.4647 train_time:2360849ms step_avg:465.47ms
step:5083/6250 train_loss:2.5738 train_time:2361307ms step_avg:465.47ms
step:5084/6250 train_loss:2.5311 train_time:2361768ms step_avg:465.46ms
step:5085/6250 train_loss:2.5177 train_time:2362227ms step_avg:465.46ms
step:5086/6250 train_loss:2.5854 train_time:2362689ms step_avg:465.46ms
step:5087/6250 train_loss:2.5658 train_time:2363150ms step_avg:465.46ms
step:5088/6250 train_loss:2.6539 train_time:2363612ms step_avg:465.46ms
step:5089/6250 train_loss:2.5119 train_time:2364072ms step_avg:465.46ms
step:5090/6250 train_loss:2.5982 train_time:2364531ms step_avg:465.46ms
step:5091/6250 train_loss:2.4802 train_time:2364991ms step_avg:465.46ms
step:5092/6250 train_loss:2.4964 train_time:2365450ms step_avg:465.46ms
step:5093/6250 train_loss:2.5340 train_time:2365910ms step_avg:465.46ms
step:5094/6250 train_loss:2.5276 train_time:2366370ms step_avg:465.45ms
step:5095/6250 train_loss:2.5000 train_time:2366831ms step_avg:465.45ms
step:5096/6250 train_loss:2.5602 train_time:2367291ms step_avg:465.45ms
step:5097/6250 train_loss:2.4963 train_time:2367751ms step_avg:465.45ms
step:5098/6250 train_loss:2.5653 train_time:2368210ms step_avg:465.45ms
step:5099/6250 train_loss:2.5230 train_time:2368671ms step_avg:465.45ms
step:5100/6250 train_loss:2.5774 train_time:2369130ms step_avg:465.45ms
step:5101/6250 train_loss:2.5335 train_time:2369590ms step_avg:465.45ms
step:5102/6250 train_loss:2.5011 train_time:2370050ms step_avg:465.45ms
step:5103/6250 train_loss:2.4837 train_time:2370510ms step_avg:465.44ms
step:5104/6250 train_loss:2.4805 train_time:2370971ms step_avg:465.44ms
step:5105/6250 train_loss:2.5084 train_time:2371432ms step_avg:465.44ms
step:5106/6250 train_loss:2.4931 train_time:2371891ms step_avg:465.44ms
step:5107/6250 train_loss:2.6617 train_time:2372353ms step_avg:465.44ms
step:5108/6250 train_loss:2.5181 train_time:2372813ms step_avg:465.44ms
step:5109/6250 train_loss:2.5450 train_time:2373273ms step_avg:465.44ms
step:5110/6250 train_loss:2.5387 train_time:2373735ms step_avg:465.44ms
step:5111/6250 train_loss:2.5323 train_time:2374196ms step_avg:465.44ms
step:5112/6250 train_loss:2.5452 train_time:2374657ms step_avg:465.44ms
step:5113/6250 train_loss:2.5031 train_time:2375118ms step_avg:465.44ms
step:5114/6250 train_loss:2.6094 train_time:2375578ms step_avg:465.43ms
step:5115/6250 train_loss:2.5900 train_time:2376038ms step_avg:465.43ms
step:5116/6250 train_loss:2.5767 train_time:2376499ms step_avg:465.43ms
step:5117/6250 train_loss:2.5982 train_time:2376960ms step_avg:465.43ms
step:5118/6250 train_loss:2.4851 train_time:2377421ms step_avg:465.43ms
step:5119/6250 train_loss:2.5535 train_time:2377884ms step_avg:465.43ms
step:5120/6250 train_loss:2.5158 train_time:2378345ms step_avg:465.43ms
step:5121/6250 train_loss:2.5100 train_time:2378806ms step_avg:465.43ms
step:5122/6250 train_loss:2.6210 train_time:2379264ms step_avg:465.43ms
step:5123/6250 train_loss:2.5464 train_time:2379726ms step_avg:465.43ms
step:5124/6250 train_loss:2.4470 train_time:2380185ms step_avg:465.43ms
step:5125/6250 train_loss:2.4800 train_time:2380646ms step_avg:465.42ms
step:5126/6250 train_loss:2.5281 train_time:2381105ms step_avg:465.42ms
step:5127/6250 train_loss:2.4491 train_time:2381566ms step_avg:465.42ms
step:5128/6250 train_loss:2.4914 train_time:2382032ms step_avg:465.42ms
step:5129/6250 train_loss:2.5174 train_time:2382493ms step_avg:465.42ms
step:5130/6250 train_loss:2.5006 train_time:2382954ms step_avg:465.42ms
step:5131/6250 train_loss:2.4824 train_time:2383415ms step_avg:465.42ms
step:5132/6250 train_loss:2.4786 train_time:2383875ms step_avg:465.42ms
step:5133/6250 train_loss:2.5504 train_time:2384335ms step_avg:465.42ms
step:5134/6250 train_loss:2.5009 train_time:2384796ms step_avg:465.42ms
step:5135/6250 train_loss:2.5640 train_time:2385256ms step_avg:465.42ms
step:5136/6250 train_loss:2.4716 train_time:2385718ms step_avg:465.42ms
step:5137/6250 train_loss:2.4978 train_time:2386178ms step_avg:465.41ms
step:5138/6250 train_loss:2.5446 train_time:2386638ms step_avg:465.41ms
step:5139/6250 train_loss:2.5419 train_time:2387098ms step_avg:465.41ms
step:5140/6250 train_loss:2.4395 train_time:2387558ms step_avg:465.41ms
step:5141/6250 train_loss:2.5837 train_time:2388020ms step_avg:465.41ms
step:5142/6250 train_loss:2.5352 train_time:2388481ms step_avg:465.41ms
step:5143/6250 train_loss:2.4759 train_time:2388942ms step_avg:465.41ms
step:5144/6250 train_loss:2.5530 train_time:2389403ms step_avg:465.41ms
step:5145/6250 train_loss:2.5221 train_time:2389863ms step_avg:465.41ms
step:5146/6250 train_loss:2.5228 train_time:2390323ms step_avg:465.41ms
step:5147/6250 train_loss:2.5143 train_time:2390781ms step_avg:465.40ms
step:5148/6250 train_loss:2.5961 train_time:2391240ms step_avg:465.40ms
step:5149/6250 train_loss:2.4710 train_time:2391701ms step_avg:465.40ms
step:5150/6250 train_loss:2.4339 train_time:2392161ms step_avg:465.40ms
step:5151/6250 train_loss:2.4687 train_time:2392620ms step_avg:465.40ms
step:5152/6250 train_loss:2.5443 train_time:2393078ms step_avg:465.40ms
step:5153/6250 train_loss:2.5539 train_time:2393538ms step_avg:465.40ms
step:5154/6250 train_loss:2.5895 train_time:2393999ms step_avg:465.40ms
step:5155/6250 train_loss:2.5207 train_time:2394459ms step_avg:465.40ms
step:5156/6250 train_loss:2.5717 train_time:2394920ms step_avg:465.39ms
step:5157/6250 train_loss:2.5404 train_time:2395380ms step_avg:465.39ms
step:5158/6250 train_loss:2.5266 train_time:2395839ms step_avg:465.39ms
step:5159/6250 train_loss:2.6382 train_time:2396300ms step_avg:465.39ms
step:5160/6250 train_loss:2.5284 train_time:2396760ms step_avg:465.39ms
step:5161/6250 train_loss:2.5406 train_time:2397218ms step_avg:465.39ms
step:5162/6250 train_loss:2.6480 train_time:2397678ms step_avg:465.39ms
step:5163/6250 train_loss:2.5986 train_time:2398138ms step_avg:465.39ms
step:5164/6250 train_loss:2.6334 train_time:2398598ms step_avg:465.39ms
step:5165/6250 train_loss:2.5474 train_time:2399058ms step_avg:465.38ms
step:5166/6250 train_loss:2.5688 train_time:2399519ms step_avg:465.38ms
step:5167/6250 train_loss:2.5812 train_time:2399979ms step_avg:465.38ms
step:5168/6250 train_loss:2.4366 train_time:2400440ms step_avg:465.38ms
step:5169/6250 train_loss:2.4968 train_time:2400898ms step_avg:465.38ms
step:5170/6250 train_loss:2.5750 train_time:2401358ms step_avg:465.38ms
step:5171/6250 train_loss:2.4558 train_time:2401817ms step_avg:465.38ms
step:5172/6250 train_loss:2.5671 train_time:2402275ms step_avg:465.38ms
step:5173/6250 train_loss:2.6017 train_time:2402735ms step_avg:465.38ms
step:5174/6250 train_loss:2.4904 train_time:2403195ms step_avg:465.37ms
step:5175/6250 train_loss:2.5570 train_time:2403655ms step_avg:465.37ms
step:5176/6250 train_loss:2.4508 train_time:2404115ms step_avg:465.37ms
step:5177/6250 train_loss:2.4991 train_time:2404576ms step_avg:465.37ms
step:5178/6250 train_loss:2.4605 train_time:2405036ms step_avg:465.37ms
step:5179/6250 train_loss:2.5136 train_time:2405495ms step_avg:465.37ms
step:5180/6250 train_loss:2.5049 train_time:2405955ms step_avg:465.37ms
step:5181/6250 train_loss:2.5446 train_time:2406416ms step_avg:465.37ms
step:5182/6250 train_loss:2.4210 train_time:2406876ms step_avg:465.37ms
step:5183/6250 train_loss:2.5664 train_time:2407335ms step_avg:465.37ms
step:5184/6250 train_loss:2.4332 train_time:2407795ms step_avg:465.36ms
step:5185/6250 train_loss:2.4869 train_time:2408256ms step_avg:465.36ms
step:5186/6250 train_loss:2.4600 train_time:2408715ms step_avg:465.36ms
step:5187/6250 train_loss:2.5888 train_time:2409174ms step_avg:465.36ms
step:5188/6250 train_loss:2.5947 train_time:2409635ms step_avg:465.36ms
step:5189/6250 train_loss:2.5443 train_time:2410095ms step_avg:465.36ms
step:5190/6250 train_loss:2.5736 train_time:2410555ms step_avg:465.36ms
step:5191/6250 train_loss:2.4609 train_time:2411015ms step_avg:465.36ms
step:5192/6250 train_loss:2.5682 train_time:2411476ms step_avg:465.36ms
step:5193/6250 train_loss:2.5788 train_time:2411935ms step_avg:465.36ms
step:5194/6250 train_loss:2.4854 train_time:2412398ms step_avg:465.35ms
step:5195/6250 train_loss:2.3880 train_time:2412857ms step_avg:465.35ms
step:5196/6250 train_loss:2.5158 train_time:2413318ms step_avg:465.35ms
step:5197/6250 train_loss:2.5932 train_time:2413778ms step_avg:465.35ms
step:5198/6250 train_loss:2.4661 train_time:2414239ms step_avg:465.35ms
step:5199/6250 train_loss:2.5275 train_time:2414700ms step_avg:465.35ms
step:5200/6250 train_loss:2.5048 train_time:2415160ms step_avg:465.35ms
step:5201/6250 train_loss:2.5177 train_time:2415621ms step_avg:465.35ms
step:5202/6250 train_loss:2.5920 train_time:2416081ms step_avg:465.35ms
step:5203/6250 train_loss:2.5675 train_time:2416543ms step_avg:465.35ms
step:5204/6250 train_loss:2.4802 train_time:2417004ms step_avg:465.35ms
step:5205/6250 train_loss:2.5153 train_time:2417464ms step_avg:465.34ms
step:5206/6250 train_loss:2.4664 train_time:2417924ms step_avg:465.34ms
step:5207/6250 train_loss:2.6831 train_time:2418385ms step_avg:465.34ms
step:5208/6250 train_loss:2.5710 train_time:2418845ms step_avg:465.34ms
step:5209/6250 train_loss:2.6150 train_time:2419305ms step_avg:465.34ms
step:5210/6250 train_loss:2.5613 train_time:2419766ms step_avg:465.34ms
step:5211/6250 train_loss:2.4989 train_time:2420226ms step_avg:465.34ms
step:5212/6250 train_loss:2.5319 train_time:2420685ms step_avg:465.34ms
step:5213/6250 train_loss:2.4324 train_time:2421146ms step_avg:465.34ms
step:5214/6250 train_loss:2.4776 train_time:2421607ms step_avg:465.34ms
step:5215/6250 train_loss:2.4198 train_time:2422067ms step_avg:465.33ms
step:5216/6250 train_loss:2.5144 train_time:2422526ms step_avg:465.33ms
step:5217/6250 train_loss:2.5080 train_time:2422987ms step_avg:465.33ms
step:5218/6250 train_loss:2.5124 train_time:2423447ms step_avg:465.33ms
step:5219/6250 train_loss:2.4860 train_time:2423908ms step_avg:465.33ms
step:5220/6250 train_loss:2.4925 train_time:2424368ms step_avg:465.33ms
step:5221/6250 train_loss:2.5404 train_time:2424827ms step_avg:465.33ms
step:5222/6250 train_loss:2.5574 train_time:2425288ms step_avg:465.33ms
step:5223/6250 train_loss:2.6045 train_time:2425749ms step_avg:465.33ms
step:5224/6250 train_loss:2.5051 train_time:2426210ms step_avg:465.33ms
step:5225/6250 train_loss:2.4771 train_time:2426670ms step_avg:465.33ms
step:5226/6250 train_loss:2.5368 train_time:2427130ms step_avg:465.32ms
step:5227/6250 train_loss:2.6350 train_time:2427591ms step_avg:465.32ms
step:5228/6250 train_loss:2.4825 train_time:2428052ms step_avg:465.32ms
step:5229/6250 train_loss:2.5602 train_time:2428512ms step_avg:465.32ms
step:5230/6250 train_loss:2.4725 train_time:2428971ms step_avg:465.32ms
step:5231/6250 train_loss:2.5263 train_time:2429431ms step_avg:465.32ms
step:5232/6250 train_loss:2.4869 train_time:2429892ms step_avg:465.32ms
step:5233/6250 train_loss:2.4935 train_time:2430353ms step_avg:465.32ms
step:5234/6250 train_loss:2.5337 train_time:2430814ms step_avg:465.32ms
step:5235/6250 train_loss:2.5413 train_time:2431275ms step_avg:465.32ms
step:5236/6250 train_loss:2.6040 train_time:2431735ms step_avg:465.31ms
step:5237/6250 train_loss:2.4517 train_time:2432196ms step_avg:465.31ms
step:5238/6250 train_loss:2.5715 train_time:2432657ms step_avg:465.31ms
step:5239/6250 train_loss:2.5022 train_time:2433118ms step_avg:465.31ms
step:5240/6250 train_loss:2.4816 train_time:2433578ms step_avg:465.31ms
step:5241/6250 train_loss:2.4245 train_time:2434039ms step_avg:465.31ms
step:5242/6250 train_loss:2.5228 train_time:2434500ms step_avg:465.31ms
step:5243/6250 train_loss:2.5396 train_time:2434960ms step_avg:465.31ms
step:5244/6250 train_loss:2.5055 train_time:2435420ms step_avg:465.31ms
step:5245/6250 train_loss:2.5021 train_time:2435881ms step_avg:465.31ms
step:5246/6250 train_loss:2.5446 train_time:2436340ms step_avg:465.31ms
step:5247/6250 train_loss:2.5440 train_time:2436800ms step_avg:465.30ms
step:5248/6250 train_loss:2.4936 train_time:2437261ms step_avg:465.30ms
step:5249/6250 train_loss:2.4603 train_time:2437721ms step_avg:465.30ms
step:5250/6250 train_loss:2.5048 train_time:2438182ms step_avg:465.30ms
step:5251/6250 train_loss:2.6093 train_time:2438642ms step_avg:465.30ms
step:5252/6250 train_loss:2.5203 train_time:2439104ms step_avg:465.30ms
step:5253/6250 train_loss:2.4893 train_time:2439572ms step_avg:465.30ms
step:5254/6250 train_loss:2.4730 train_time:2440045ms step_avg:465.30ms
step:5255/6250 train_loss:2.5400 train_time:2440519ms step_avg:465.30ms
step:5256/6250 train_loss:2.5074 train_time:2440988ms step_avg:465.30ms
step:5257/6250 train_loss:2.4410 train_time:2441456ms step_avg:465.31ms
step:5258/6250 train_loss:2.5986 train_time:2441931ms step_avg:465.31ms
step:5259/6250 train_loss:2.5904 train_time:2442404ms step_avg:465.31ms
step:5260/6250 train_loss:2.4989 train_time:2442873ms step_avg:465.31ms
step:5261/6250 train_loss:2.4905 train_time:2443342ms step_avg:465.31ms
step:5262/6250 train_loss:2.5575 train_time:2443824ms step_avg:465.31ms
step:5263/6250 train_loss:2.5225 train_time:2444298ms step_avg:465.31ms
step:5264/6250 train_loss:2.5216 train_time:2444775ms step_avg:465.32ms
step:5265/6250 train_loss:2.5682 train_time:2445258ms step_avg:465.32ms
step:5266/6250 train_loss:2.5602 train_time:2445748ms step_avg:465.32ms
step:5267/6250 train_loss:2.5430 train_time:2446228ms step_avg:465.33ms
step:5268/6250 train_loss:2.5928 train_time:2446702ms step_avg:465.33ms
step:5269/6250 train_loss:2.5433 train_time:2447163ms step_avg:465.33ms
step:5270/6250 train_loss:2.4750 train_time:2447635ms step_avg:465.33ms
step:5271/6250 train_loss:2.5122 train_time:2448100ms step_avg:465.33ms
step:5272/6250 train_loss:2.5131 train_time:2448562ms step_avg:465.33ms
step:5273/6250 train_loss:2.5793 train_time:2449021ms step_avg:465.33ms
step:5274/6250 train_loss:2.5356 train_time:2449481ms step_avg:465.33ms
step:5275/6250 train_loss:2.5580 train_time:2449947ms step_avg:465.33ms
step:5276/6250 train_loss:2.4874 train_time:2450434ms step_avg:465.33ms
step:5277/6250 train_loss:2.4628 train_time:2450925ms step_avg:465.34ms
step:5278/6250 train_loss:2.6066 train_time:2451409ms step_avg:465.34ms
step:5279/6250 train_loss:2.5406 train_time:2451887ms step_avg:465.34ms
step:5280/6250 train_loss:2.4823 train_time:2452359ms step_avg:465.34ms
step:5281/6250 train_loss:2.5289 train_time:2452840ms step_avg:465.35ms
step:5282/6250 train_loss:2.4926 train_time:2453301ms step_avg:465.35ms
step:5283/6250 train_loss:2.4991 train_time:2453765ms step_avg:465.35ms
step:5284/6250 train_loss:2.5237 train_time:2454228ms step_avg:465.34ms
step:5285/6250 train_loss:2.4635 train_time:2454701ms step_avg:465.35ms
step:5286/6250 train_loss:2.5796 train_time:2455171ms step_avg:465.35ms
step:5287/6250 train_loss:2.5145 train_time:2455639ms step_avg:465.35ms
step:5288/6250 train_loss:2.5816 train_time:2456107ms step_avg:465.35ms
step:5289/6250 train_loss:2.7168 train_time:2456581ms step_avg:465.35ms
step:5290/6250 train_loss:2.5811 train_time:2457045ms step_avg:465.35ms
step:5291/6250 train_loss:2.5290 train_time:2457515ms step_avg:465.35ms
step:5292/6250 train_loss:2.4620 train_time:2457979ms step_avg:465.35ms
step:5293/6250 train_loss:2.5633 train_time:2458452ms step_avg:465.35ms
step:5294/6250 train_loss:2.6119 train_time:2458912ms step_avg:465.35ms
step:5295/6250 train_loss:2.4565 train_time:2459383ms step_avg:465.35ms
step:5296/6250 train_loss:2.5691 train_time:2459861ms step_avg:465.35ms
step:5297/6250 train_loss:2.5350 train_time:2460348ms step_avg:465.36ms
step:5298/6250 train_loss:2.5808 train_time:2460819ms step_avg:465.36ms
step:5299/6250 train_loss:2.5789 train_time:2461282ms step_avg:465.36ms
step:5300/6250 train_loss:2.5402 train_time:2461743ms step_avg:465.36ms
step:5301/6250 train_loss:2.4902 train_time:2462202ms step_avg:465.36ms
step:5302/6250 train_loss:2.4951 train_time:2462663ms step_avg:465.36ms
step:5303/6250 train_loss:2.6002 train_time:2463124ms step_avg:465.35ms
step:5304/6250 train_loss:2.5011 train_time:2463587ms step_avg:465.35ms
step:5305/6250 train_loss:2.6049 train_time:2464051ms step_avg:465.35ms
step:5306/6250 train_loss:2.5630 train_time:2464513ms step_avg:465.35ms
step:5307/6250 train_loss:2.4540 train_time:2464999ms step_avg:465.36ms
step:5308/6250 train_loss:2.4910 train_time:2465472ms step_avg:465.36ms
step:5309/6250 train_loss:2.4874 train_time:2465932ms step_avg:465.36ms
step:5310/6250 train_loss:2.5889 train_time:2466392ms step_avg:465.36ms
step:5311/6250 train_loss:2.4973 train_time:2466858ms step_avg:465.36ms
step:5312/6250 train_loss:2.5479 train_time:2467333ms step_avg:465.36ms
step:5313/6250 train_loss:2.5466 train_time:2467798ms step_avg:465.36ms
step:5314/6250 train_loss:2.5639 train_time:2468268ms step_avg:465.36ms
step:5315/6250 train_loss:2.4948 train_time:2468729ms step_avg:465.36ms
step:5316/6250 train_loss:2.5419 train_time:2469189ms step_avg:465.36ms
step:5317/6250 train_loss:2.5136 train_time:2469652ms step_avg:465.36ms
step:5318/6250 train_loss:2.6147 train_time:2470113ms step_avg:465.36ms
step:5319/6250 train_loss:2.4717 train_time:2470574ms step_avg:465.36ms
step:5320/6250 train_loss:2.4880 train_time:2471035ms step_avg:465.36ms
step:5321/6250 train_loss:2.5713 train_time:2471494ms step_avg:465.35ms
step:5322/6250 train_loss:2.5242 train_time:2471954ms step_avg:465.35ms
step:5323/6250 train_loss:2.5506 train_time:2472415ms step_avg:465.35ms
step:5324/6250 train_loss:2.5755 train_time:2472879ms step_avg:465.35ms
step:5325/6250 train_loss:2.4743 train_time:2473339ms step_avg:465.35ms
step:5326/6250 train_loss:2.6104 train_time:2473802ms step_avg:465.35ms
step:5327/6250 train_loss:2.4922 train_time:2474262ms step_avg:465.35ms
step:5328/6250 train_loss:2.5465 train_time:2474733ms step_avg:465.35ms
step:5329/6250 train_loss:2.5339 train_time:2475209ms step_avg:465.35ms
step:5330/6250 train_loss:2.5269 train_time:2475691ms step_avg:465.36ms
step:5331/6250 train_loss:2.5130 train_time:2476176ms step_avg:465.36ms
step:5332/6250 train_loss:2.5153 train_time:2476653ms step_avg:465.36ms
step:5333/6250 train_loss:2.5566 train_time:2477130ms step_avg:465.36ms
step:5334/6250 train_loss:2.5145 train_time:2477610ms step_avg:465.37ms
step:5335/6250 train_loss:2.5387 train_time:2478083ms step_avg:465.37ms
step:5336/6250 train_loss:2.5603 train_time:2478556ms step_avg:465.37ms
step:5337/6250 train_loss:2.5353 train_time:2479023ms step_avg:465.37ms
step:5338/6250 train_loss:2.5969 train_time:2479494ms step_avg:465.37ms
step:5339/6250 train_loss:2.5338 train_time:2479973ms step_avg:465.37ms
step:5340/6250 train_loss:2.5773 train_time:2480436ms step_avg:465.37ms
step:5341/6250 train_loss:2.5833 train_time:2480905ms step_avg:465.37ms
step:5342/6250 train_loss:2.5538 train_time:2481373ms step_avg:465.37ms
step:5343/6250 train_loss:2.5412 train_time:2481841ms step_avg:465.37ms
step:5344/6250 train_loss:2.5412 train_time:2482300ms step_avg:465.37ms
step:5345/6250 train_loss:2.5364 train_time:2482761ms step_avg:465.37ms
step:5346/6250 train_loss:2.5670 train_time:2483221ms step_avg:465.37ms
step:5347/6250 train_loss:2.4598 train_time:2483683ms step_avg:465.37ms
step:5348/6250 train_loss:2.5515 train_time:2484143ms step_avg:465.37ms
step:5349/6250 train_loss:2.4874 train_time:2484613ms step_avg:465.37ms
step:5350/6250 train_loss:2.5641 train_time:2485078ms step_avg:465.37ms
step:5351/6250 train_loss:2.5041 train_time:2485538ms step_avg:465.37ms
step:5352/6250 train_loss:2.5691 train_time:2485999ms step_avg:465.37ms
step:5353/6250 train_loss:2.4743 train_time:2486458ms step_avg:465.37ms
step:5354/6250 train_loss:2.5717 train_time:2486927ms step_avg:465.37ms
step:5355/6250 train_loss:2.4257 train_time:2487408ms step_avg:465.37ms
step:5356/6250 train_loss:2.5486 train_time:2487873ms step_avg:465.37ms
step:5357/6250 train_loss:2.5295 train_time:2488345ms step_avg:465.37ms
step:5358/6250 train_loss:2.4835 train_time:2488823ms step_avg:465.37ms
step:5359/6250 train_loss:2.5059 train_time:2489298ms step_avg:465.38ms
step:5360/6250 train_loss:2.5285 train_time:2489786ms step_avg:465.38ms
step:5361/6250 train_loss:2.4824 train_time:2490266ms step_avg:465.38ms
step:5362/6250 train_loss:2.5607 train_time:2490741ms step_avg:465.39ms
step:5363/6250 train_loss:2.5423 train_time:2491229ms step_avg:465.39ms
step:5364/6250 train_loss:2.4756 train_time:2491706ms step_avg:465.39ms
step:5365/6250 train_loss:2.5794 train_time:2492189ms step_avg:465.39ms
step:5366/6250 train_loss:2.5202 train_time:2492672ms step_avg:465.40ms
step:5367/6250 train_loss:2.5964 train_time:2493156ms step_avg:465.40ms
step:5368/6250 train_loss:2.5138 train_time:2493639ms step_avg:465.40ms
step:5369/6250 train_loss:2.5117 train_time:2494119ms step_avg:465.41ms
step:5370/6250 train_loss:2.5195 train_time:2494602ms step_avg:465.41ms
step:5371/6250 train_loss:2.4635 train_time:2495085ms step_avg:465.41ms
step:5372/6250 train_loss:2.5130 train_time:2495565ms step_avg:465.42ms
step:5373/6250 train_loss:2.4507 train_time:2496040ms step_avg:465.42ms
step:5374/6250 train_loss:2.5327 train_time:2496521ms step_avg:465.42ms
step:5375/6250 train_loss:2.5528 train_time:2496995ms step_avg:465.42ms
step:5376/6250 train_loss:2.5647 train_time:2497477ms step_avg:465.43ms
step:5377/6250 train_loss:2.5408 train_time:2497952ms step_avg:465.43ms
step:5378/6250 train_loss:2.5917 train_time:2498443ms step_avg:465.43ms
step:5379/6250 train_loss:2.5382 train_time:2498928ms step_avg:465.44ms
step:5380/6250 train_loss:2.4737 train_time:2499405ms step_avg:465.44ms
step:5381/6250 train_loss:2.4315 train_time:2499882ms step_avg:465.44ms
step:5382/6250 train_loss:2.4944 train_time:2500360ms step_avg:465.44ms
step:5383/6250 train_loss:2.6105 train_time:2500839ms step_avg:465.45ms
step:5384/6250 train_loss:2.5237 train_time:2501318ms step_avg:465.45ms
step:5385/6250 train_loss:2.5406 train_time:2501798ms step_avg:465.45ms
step:5386/6250 train_loss:2.4469 train_time:2502274ms step_avg:465.45ms
step:5387/6250 train_loss:2.5263 train_time:2502751ms step_avg:465.45ms
step:5388/6250 train_loss:2.5770 train_time:2503229ms step_avg:465.46ms
step:5389/6250 train_loss:2.6008 train_time:2503705ms step_avg:465.46ms
step:5390/6250 train_loss:2.4691 train_time:2504184ms step_avg:465.46ms
step:5391/6250 train_loss:2.5487 train_time:2504660ms step_avg:465.46ms
step:5392/6250 train_loss:2.5070 train_time:2505143ms step_avg:465.47ms
step:5393/6250 train_loss:2.5460 train_time:2505621ms step_avg:465.47ms
step:5394/6250 train_loss:2.4637 train_time:2506096ms step_avg:465.47ms
step:5395/6250 train_loss:2.6327 train_time:2506570ms step_avg:465.47ms
step:5396/6250 train_loss:2.5097 train_time:2507042ms step_avg:465.47ms
step:5397/6250 train_loss:2.5206 train_time:2507517ms step_avg:465.48ms
step:5398/6250 train_loss:2.5574 train_time:2507990ms step_avg:465.48ms
step:5399/6250 train_loss:2.4903 train_time:2508464ms step_avg:465.48ms
step:5400/6250 train_loss:2.5785 train_time:2508940ms step_avg:465.48ms
step:5401/6250 train_loss:2.5181 train_time:2509419ms step_avg:465.48ms
step:5402/6250 train_loss:2.4815 train_time:2509898ms step_avg:465.49ms
step:5403/6250 train_loss:2.5139 train_time:2510372ms step_avg:465.49ms
step:5404/6250 train_loss:2.6595 train_time:2510845ms step_avg:465.49ms
step:5405/6250 train_loss:2.4900 train_time:2511318ms step_avg:465.49ms
step:5406/6250 train_loss:2.5645 train_time:2511793ms step_avg:465.49ms
step:5407/6250 train_loss:2.4406 train_time:2512265ms step_avg:465.49ms
step:5408/6250 train_loss:2.5546 train_time:2512755ms step_avg:465.50ms
step:5409/6250 train_loss:2.6113 train_time:2513244ms step_avg:465.50ms
step:5410/6250 train_loss:2.4756 train_time:2513728ms step_avg:465.51ms
step:5411/6250 train_loss:2.5261 train_time:2514219ms step_avg:465.51ms
step:5412/6250 train_loss:2.5515 train_time:2514699ms step_avg:465.51ms
step:5413/6250 train_loss:2.4144 train_time:2515191ms step_avg:465.52ms
step:5414/6250 train_loss:2.6328 train_time:2515685ms step_avg:465.52ms
step:5415/6250 train_loss:2.4999 train_time:2516160ms step_avg:465.52ms
step:5416/6250 train_loss:2.4190 train_time:2516636ms step_avg:465.53ms
step:5417/6250 train_loss:2.6161 train_time:2517131ms step_avg:465.53ms
step:5418/6250 train_loss:2.4857 train_time:2517625ms step_avg:465.54ms
step:5419/6250 train_loss:2.5234 train_time:2518106ms step_avg:465.54ms
step:5420/6250 train_loss:2.5124 train_time:2518599ms step_avg:465.55ms
step:5421/6250 train_loss:2.5274 train_time:2519095ms step_avg:465.55ms
step:5422/6250 train_loss:2.4891 train_time:2519580ms step_avg:465.55ms
step:5423/6250 train_loss:2.6140 train_time:2520062ms step_avg:465.56ms
step:5424/6250 train_loss:2.5105 train_time:2520537ms step_avg:465.56ms
step:5425/6250 train_loss:2.5945 train_time:2521026ms step_avg:465.56ms
step:5426/6250 train_loss:2.6056 train_time:2521515ms step_avg:465.57ms
step:5427/6250 train_loss:2.5114 train_time:2521997ms step_avg:465.57ms
step:5428/6250 train_loss:2.5546 train_time:2522485ms step_avg:465.57ms
step:5429/6250 train_loss:2.5592 train_time:2522973ms step_avg:465.58ms
step:5430/6250 train_loss:2.5273 train_time:2523460ms step_avg:465.58ms
step:5431/6250 train_loss:2.4164 train_time:2523952ms step_avg:465.59ms
step:5432/6250 train_loss:2.4956 train_time:2524434ms step_avg:465.59ms
step:5433/6250 train_loss:2.4794 train_time:2524922ms step_avg:465.60ms
step:5434/6250 train_loss:2.6307 train_time:2525402ms step_avg:465.60ms
step:5435/6250 train_loss:2.5620 train_time:2525882ms step_avg:465.60ms
step:5436/6250 train_loss:2.5301 train_time:2526356ms step_avg:465.60ms
step:5437/6250 train_loss:2.5493 train_time:2526830ms step_avg:465.60ms
step:5438/6250 train_loss:2.5095 train_time:2527306ms step_avg:465.61ms
step:5439/6250 train_loss:2.4587 train_time:2527791ms step_avg:465.61ms
step:5440/6250 train_loss:2.5065 train_time:2528273ms step_avg:465.61ms
step:5441/6250 train_loss:2.5651 train_time:2528758ms step_avg:465.62ms
step:5442/6250 train_loss:2.5124 train_time:2529239ms step_avg:465.62ms
step:5443/6250 train_loss:2.4343 train_time:2529719ms step_avg:465.62ms
step:5444/6250 train_loss:2.4997 train_time:2530200ms step_avg:465.62ms
step:5445/6250 train_loss:2.4938 train_time:2530679ms step_avg:465.63ms
step:5446/6250 train_loss:2.4850 train_time:2531166ms step_avg:465.63ms
step:5447/6250 train_loss:2.5325 train_time:2531651ms step_avg:465.63ms
step:5448/6250 train_loss:2.5432 train_time:2532132ms step_avg:465.64ms
step:5449/6250 train_loss:2.5570 train_time:2532610ms step_avg:465.64ms
step:5450/6250 train_loss:2.6067 train_time:2533087ms step_avg:465.64ms
step:5451/6250 train_loss:2.5693 train_time:2533563ms step_avg:465.64ms
step:5452/6250 train_loss:2.5321 train_time:2534039ms step_avg:465.64ms
step:5453/6250 train_loss:2.5197 train_time:2534516ms step_avg:465.65ms
step:5454/6250 train_loss:2.5009 train_time:2534993ms step_avg:465.65ms
step:5455/6250 train_loss:2.4928 train_time:2535472ms step_avg:465.65ms
step:5456/6250 train_loss:2.4931 train_time:2535951ms step_avg:465.65ms
step:5457/6250 train_loss:2.5546 train_time:2536430ms step_avg:465.66ms
step:5458/6250 train_loss:2.4726 train_time:2536907ms step_avg:465.66ms
step:5459/6250 train_loss:2.4947 train_time:2537406ms step_avg:465.66ms
step:5460/6250 train_loss:2.5378 train_time:2537902ms step_avg:465.67ms
step:5461/6250 train_loss:2.5114 train_time:2538393ms step_avg:465.67ms
step:5462/6250 train_loss:2.4926 train_time:2538886ms step_avg:465.68ms
step:5463/6250 train_loss:2.5348 train_time:2539374ms step_avg:465.68ms
step:5464/6250 train_loss:2.4997 train_time:2539851ms step_avg:465.69ms
step:5465/6250 train_loss:2.5093 train_time:2540324ms step_avg:465.69ms
step:5466/6250 train_loss:2.4696 train_time:2540799ms step_avg:465.69ms
step:5467/6250 train_loss:2.5930 train_time:2541273ms step_avg:465.69ms
step:5468/6250 train_loss:2.4243 train_time:2541747ms step_avg:465.69ms
step:5469/6250 train_loss:2.4692 train_time:2542220ms step_avg:465.69ms
step:5470/6250 train_loss:2.4950 train_time:2542693ms step_avg:465.69ms
step:5471/6250 train_loss:2.5001 train_time:2543167ms step_avg:465.70ms
step:5472/6250 train_loss:2.5484 train_time:2543640ms step_avg:465.70ms
step:5473/6250 train_loss:2.5674 train_time:2544113ms step_avg:465.70ms
step:5474/6250 train_loss:2.5458 train_time:2544587ms step_avg:465.70ms
step:5475/6250 train_loss:2.5547 train_time:2545061ms step_avg:465.70ms
step:5476/6250 train_loss:2.5604 train_time:2545534ms step_avg:465.70ms
step:5477/6250 train_loss:2.5280 train_time:2546006ms step_avg:465.70ms
step:5478/6250 train_loss:2.6030 train_time:2546481ms step_avg:465.71ms
step:5479/6250 train_loss:2.5562 train_time:2546954ms step_avg:465.71ms
step:5480/6250 train_loss:2.4928 train_time:2547428ms step_avg:465.71ms
step:5481/6250 train_loss:2.4978 train_time:2547906ms step_avg:465.71ms
step:5482/6250 train_loss:2.5331 train_time:2548398ms step_avg:465.72ms
step:5483/6250 train_loss:2.5386 train_time:2548891ms step_avg:465.72ms
step:5484/6250 train_loss:2.3931 train_time:2549365ms step_avg:465.72ms
step:5485/6250 train_loss:2.4733 train_time:2549853ms step_avg:465.73ms
step:5486/6250 train_loss:2.4409 train_time:2550331ms step_avg:465.73ms
step:5487/6250 train_loss:2.5766 train_time:2550816ms step_avg:465.73ms
step:5488/6250 train_loss:2.4887 train_time:2551304ms step_avg:465.74ms
step:5489/6250 train_loss:2.4672 train_time:2551780ms step_avg:465.74ms
step:5490/6250 train_loss:2.4938 train_time:2552253ms step_avg:465.74ms
step:5491/6250 train_loss:2.5649 train_time:2552727ms step_avg:465.74ms
step:5492/6250 train_loss:2.5117 train_time:2553223ms step_avg:465.75ms
step:5493/6250 train_loss:2.5544 train_time:2553702ms step_avg:465.75ms
step:5494/6250 train_loss:2.5675 train_time:2554176ms step_avg:465.75ms
step:5495/6250 train_loss:2.4715 train_time:2554650ms step_avg:465.75ms
step:5496/6250 train_loss:2.4883 train_time:2555124ms step_avg:465.75ms
step:5497/6250 train_loss:2.5180 train_time:2555599ms step_avg:465.76ms
step:5498/6250 train_loss:2.4934 train_time:2556073ms step_avg:465.76ms
step:5499/6250 train_loss:2.4342 train_time:2556561ms step_avg:465.76ms
step:5500/6250 train_loss:2.6085 train_time:2557046ms step_avg:465.76ms
step:5501/6250 train_loss:2.5931 train_time:2557527ms step_avg:465.77ms
step:5502/6250 train_loss:2.5138 train_time:2558008ms step_avg:465.77ms
step:5503/6250 train_loss:2.6240 train_time:2558489ms step_avg:465.77ms
step:5504/6250 train_loss:2.5394 train_time:2558971ms step_avg:465.78ms
step:5505/6250 train_loss:2.4862 train_time:2559449ms step_avg:465.78ms
step:5506/6250 train_loss:2.5620 train_time:2559937ms step_avg:465.78ms
step:5507/6250 train_loss:2.5016 train_time:2560420ms step_avg:465.79ms
step:5508/6250 train_loss:2.5257 train_time:2560901ms step_avg:465.79ms
step:5509/6250 train_loss:2.5893 train_time:2561379ms step_avg:465.79ms
step:5510/6250 train_loss:2.4306 train_time:2561858ms step_avg:465.79ms
step:5511/6250 train_loss:2.6219 train_time:2562332ms step_avg:465.79ms
step:5512/6250 train_loss:2.4941 train_time:2562808ms step_avg:465.80ms
step:5513/6250 train_loss:2.4041 train_time:2563284ms step_avg:465.80ms
step:5514/6250 train_loss:2.6171 train_time:2563762ms step_avg:465.80ms
step:5515/6250 train_loss:2.5095 train_time:2564239ms step_avg:465.80ms
step:5516/6250 train_loss:2.4855 train_time:2564720ms step_avg:465.80ms
step:5517/6250 train_loss:2.6067 train_time:2565198ms step_avg:465.81ms
step:5518/6250 train_loss:2.4802 train_time:2565674ms step_avg:465.81ms
step:5519/6250 train_loss:2.6308 train_time:2566152ms step_avg:465.81ms
step:5520/6250 train_loss:2.5113 train_time:2566628ms step_avg:465.81ms
step:5521/6250 train_loss:2.5057 train_time:2567105ms step_avg:465.81ms
step:5522/6250 train_loss:2.5183 train_time:2567583ms step_avg:465.82ms
step:5523/6250 train_loss:2.4661 train_time:2568056ms step_avg:465.82ms
step:5524/6250 train_loss:2.5617 train_time:2568550ms step_avg:465.82ms
step:5525/6250 train_loss:2.5119 train_time:2569029ms step_avg:465.83ms
step:5526/6250 train_loss:2.5055 train_time:2569505ms step_avg:465.83ms
step:5527/6250 train_loss:2.5363 train_time:2569979ms step_avg:465.83ms
step:5528/6250 train_loss:2.5742 train_time:2570456ms step_avg:465.83ms
step:5529/6250 train_loss:2.4434 train_time:2570933ms step_avg:465.83ms
step:5530/6250 train_loss:2.4570 train_time:2571409ms step_avg:465.83ms
step:5531/6250 train_loss:2.4528 train_time:2571883ms step_avg:465.84ms
step:5532/6250 train_loss:2.5127 train_time:2572362ms step_avg:465.84ms
step:5533/6250 train_loss:2.4810 train_time:2572834ms step_avg:465.84ms
step:5534/6250 train_loss:2.5186 train_time:2573303ms step_avg:465.84ms
step:5535/6250 train_loss:2.4756 train_time:2573763ms step_avg:465.84ms
step:5536/6250 train_loss:2.5401 train_time:2574223ms step_avg:465.84ms
step:5537/6250 train_loss:2.5742 train_time:2574684ms step_avg:465.84ms
step:5538/6250 train_loss:2.5472 train_time:2575154ms step_avg:465.84ms
step:5539/6250 train_loss:2.5238 train_time:2575629ms step_avg:465.84ms
step:5540/6250 train_loss:2.6132 train_time:2576099ms step_avg:465.84ms
step:5541/6250 train_loss:2.5143 train_time:2576568ms step_avg:465.84ms
step:5542/6250 train_loss:2.5474 train_time:2577035ms step_avg:465.84ms
step:5543/6250 train_loss:2.5339 train_time:2577503ms step_avg:465.84ms
step:5544/6250 train_loss:2.5526 train_time:2577977ms step_avg:465.84ms
step:5545/6250 train_loss:2.5943 train_time:2578446ms step_avg:465.84ms
step:5546/6250 train_loss:2.5189 train_time:2578910ms step_avg:465.84ms
step:5547/6250 train_loss:2.5451 train_time:2579372ms step_avg:465.84ms
step:5548/6250 train_loss:2.5364 train_time:2579833ms step_avg:465.84ms
step:5549/6250 train_loss:2.5433 train_time:2580294ms step_avg:465.84ms
step:5550/6250 train_loss:2.5334 train_time:2580755ms step_avg:465.84ms
step:5551/6250 train_loss:2.6447 train_time:2581214ms step_avg:465.84ms
step:5552/6250 train_loss:2.5371 train_time:2581675ms step_avg:465.84ms
step:5553/6250 train_loss:2.5251 train_time:2582135ms step_avg:465.84ms
step:5554/6250 train_loss:2.5498 train_time:2582597ms step_avg:465.84ms
step:5555/6250 train_loss:2.4795 train_time:2583058ms step_avg:465.84ms
step:5556/6250 train_loss:2.4946 train_time:2583529ms step_avg:465.84ms
step:5557/6250 train_loss:2.6971 train_time:2583998ms step_avg:465.84ms
step:5558/6250 train_loss:2.5526 train_time:2584466ms step_avg:465.84ms
step:5559/6250 train_loss:2.5172 train_time:2584925ms step_avg:465.84ms
step:5560/6250 train_loss:2.5807 train_time:2585392ms step_avg:465.84ms
step:5561/6250 train_loss:2.5159 train_time:2585855ms step_avg:465.84ms
step:5562/6250 train_loss:2.5354 train_time:2586322ms step_avg:465.84ms
step:5563/6250 train_loss:2.6236 train_time:2586794ms step_avg:465.84ms
step:5564/6250 train_loss:2.5791 train_time:2587266ms step_avg:465.84ms
step:5565/6250 train_loss:2.5290 train_time:2587748ms step_avg:465.84ms
step:5566/6250 train_loss:2.5537 train_time:2588241ms step_avg:465.85ms
step:5567/6250 train_loss:2.5769 train_time:2588716ms step_avg:465.85ms
step:5568/6250 train_loss:2.4879 train_time:2589184ms step_avg:465.85ms
step:5569/6250 train_loss:2.5167 train_time:2589644ms step_avg:465.85ms
step:5570/6250 train_loss:2.5011 train_time:2590104ms step_avg:465.85ms
step:5571/6250 train_loss:2.4969 train_time:2590569ms step_avg:465.85ms
step:5572/6250 train_loss:2.5335 train_time:2591046ms step_avg:465.85ms
step:5573/6250 train_loss:2.5523 train_time:2591519ms step_avg:465.85ms
step:5574/6250 train_loss:2.6077 train_time:2591986ms step_avg:465.85ms
step:5575/6250 train_loss:2.4808 train_time:2592446ms step_avg:465.85ms
step:5576/6250 train_loss:2.4876 train_time:2592907ms step_avg:465.85ms
step:5577/6250 train_loss:2.5371 train_time:2593375ms step_avg:465.85ms
step:5578/6250 train_loss:2.5113 train_time:2593842ms step_avg:465.85ms
step:5579/6250 train_loss:2.4861 train_time:2594310ms step_avg:465.85ms
step:5580/6250 train_loss:2.5977 train_time:2594784ms step_avg:465.85ms
step:5581/6250 train_loss:2.5531 train_time:2595245ms step_avg:465.85ms
step:5582/6250 train_loss:2.5694 train_time:2595713ms step_avg:465.85ms
step:5583/6250 train_loss:2.4332 train_time:2596191ms step_avg:465.85ms
step:5584/6250 train_loss:2.6018 train_time:2596657ms step_avg:465.85ms
step:5585/6250 train_loss:2.4986 train_time:2597128ms step_avg:465.85ms
step:5586/6250 train_loss:2.5023 train_time:2597591ms step_avg:465.85ms
step:5587/6250 train_loss:2.5177 train_time:2598067ms step_avg:465.85ms
step:5588/6250 train_loss:2.5442 train_time:2598531ms step_avg:465.85ms
step:5589/6250 train_loss:2.4589 train_time:2598993ms step_avg:465.85ms
step:5590/6250 train_loss:2.5585 train_time:2599452ms step_avg:465.85ms
step:5591/6250 train_loss:2.4671 train_time:2599913ms step_avg:465.85ms
step:5592/6250 train_loss:2.5719 train_time:2600376ms step_avg:465.85ms
step:5593/6250 train_loss:2.5706 train_time:2600842ms step_avg:465.85ms
step:5594/6250 train_loss:2.5020 train_time:2601301ms step_avg:465.85ms
step:5595/6250 train_loss:2.5234 train_time:2601762ms step_avg:465.85ms
step:5596/6250 train_loss:2.5310 train_time:2602221ms step_avg:465.85ms
step:5597/6250 train_loss:2.5296 train_time:2602691ms step_avg:465.85ms
step:5598/6250 train_loss:2.5720 train_time:2603171ms step_avg:465.85ms
step:5599/6250 train_loss:2.4948 train_time:2603640ms step_avg:465.85ms
step:5600/6250 train_loss:2.4620 train_time:2604118ms step_avg:465.85ms
step:5601/6250 train_loss:2.4538 train_time:2604583ms step_avg:465.85ms
step:5602/6250 train_loss:2.4796 train_time:2605044ms step_avg:465.85ms
step:5603/6250 train_loss:2.4807 train_time:2605505ms step_avg:465.85ms
step:5604/6250 train_loss:2.5882 train_time:2605967ms step_avg:465.85ms
step:5605/6250 train_loss:2.4729 train_time:2606428ms step_avg:465.85ms
step:5606/6250 train_loss:2.4713 train_time:2606890ms step_avg:465.85ms
step:5607/6250 train_loss:2.5492 train_time:2607359ms step_avg:465.85ms
step:5608/6250 train_loss:2.5554 train_time:2607828ms step_avg:465.85ms
step:5609/6250 train_loss:2.5380 train_time:2608291ms step_avg:465.85ms
step:5610/6250 train_loss:2.5105 train_time:2608760ms step_avg:465.85ms
step:5611/6250 train_loss:2.5242 train_time:2609218ms step_avg:465.85ms
step:5612/6250 train_loss:2.5159 train_time:2609677ms step_avg:465.85ms
step:5613/6250 train_loss:2.5296 train_time:2610135ms step_avg:465.85ms
step:5614/6250 train_loss:2.4370 train_time:2610596ms step_avg:465.85ms
step:5615/6250 train_loss:2.4898 train_time:2611058ms step_avg:465.84ms
step:5616/6250 train_loss:2.4843 train_time:2611535ms step_avg:465.85ms
step:5617/6250 train_loss:2.5849 train_time:2611996ms step_avg:465.85ms
step:5618/6250 train_loss:2.5361 train_time:2612457ms step_avg:465.84ms
step:5619/6250 train_loss:2.5722 train_time:2612920ms step_avg:465.84ms
step:5620/6250 train_loss:2.5541 train_time:2613381ms step_avg:465.84ms
step:5621/6250 train_loss:2.5365 train_time:2613844ms step_avg:465.84ms
step:5622/6250 train_loss:2.5600 train_time:2614304ms step_avg:465.84ms
step:5623/6250 train_loss:2.5126 train_time:2614768ms step_avg:465.84ms
step:5624/6250 train_loss:2.4701 train_time:2615229ms step_avg:465.84ms
step:5625/6250 train_loss:2.4936 train_time:2615691ms step_avg:465.84ms
step:5626/6250 train_loss:2.5204 train_time:2616165ms step_avg:465.84ms
step:5627/6250 train_loss:2.5606 train_time:2616639ms step_avg:465.84ms
step:5628/6250 train_loss:2.4987 train_time:2617101ms step_avg:465.84ms
step:5629/6250 train_loss:2.5480 train_time:2617563ms step_avg:465.84ms
step:5630/6250 train_loss:2.5613 train_time:2618022ms step_avg:465.84ms
step:5631/6250 train_loss:2.5830 train_time:2618490ms step_avg:465.84ms
step:5632/6250 train_loss:2.4083 train_time:2618959ms step_avg:465.84ms
step:5633/6250 train_loss:2.4519 train_time:2619418ms step_avg:465.84ms
step:5634/6250 train_loss:2.4743 train_time:2619879ms step_avg:465.84ms
step:5635/6250 train_loss:2.4880 train_time:2620340ms step_avg:465.84ms
step:5636/6250 train_loss:2.4881 train_time:2620801ms step_avg:465.84ms
step:5637/6250 train_loss:2.4766 train_time:2621260ms step_avg:465.84ms
step:5638/6250 train_loss:2.5187 train_time:2621726ms step_avg:465.84ms
step:5639/6250 train_loss:2.4608 train_time:2622202ms step_avg:465.84ms
step:5640/6250 train_loss:2.5028 train_time:2622674ms step_avg:465.84ms
step:5641/6250 train_loss:2.6816 train_time:2623149ms step_avg:465.84ms
step:5642/6250 train_loss:2.4998 train_time:2623624ms step_avg:465.84ms
step:5643/6250 train_loss:2.4944 train_time:2624095ms step_avg:465.84ms
step:5644/6250 train_loss:2.4947 train_time:2624569ms step_avg:465.84ms
step:5645/6250 train_loss:2.5645 train_time:2625044ms step_avg:465.85ms
step:5646/6250 train_loss:2.5202 train_time:2625522ms step_avg:465.85ms
step:5647/6250 train_loss:2.4471 train_time:2625986ms step_avg:465.85ms
step:5648/6250 train_loss:2.5465 train_time:2626453ms step_avg:465.85ms
step:5649/6250 train_loss:2.4660 train_time:2626930ms step_avg:465.85ms
step:5650/6250 train_loss:2.5137 train_time:2627392ms step_avg:465.85ms
step:5651/6250 train_loss:2.5201 train_time:2627852ms step_avg:465.85ms
step:5652/6250 train_loss:2.4724 train_time:2628311ms step_avg:465.85ms
step:5653/6250 train_loss:2.5601 train_time:2628775ms step_avg:465.85ms
step:5654/6250 train_loss:2.5325 train_time:2629243ms step_avg:465.85ms
step:5655/6250 train_loss:2.5221 train_time:2629707ms step_avg:465.85ms
step:5656/6250 train_loss:2.5767 train_time:2630167ms step_avg:465.85ms
step:5657/6250 train_loss:2.4803 train_time:2630628ms step_avg:465.85ms
step:5658/6250 train_loss:2.4619 train_time:2631089ms step_avg:465.84ms
step:5659/6250 train_loss:2.4900 train_time:2631548ms step_avg:465.84ms
step:5660/6250 train_loss:2.4981 train_time:2632008ms step_avg:465.84ms
step:5661/6250 train_loss:2.5265 train_time:2632469ms step_avg:465.84ms
step:5662/6250 train_loss:2.6306 train_time:2632932ms step_avg:465.84ms
step:5663/6250 train_loss:2.4558 train_time:2633392ms step_avg:465.84ms
step:5664/6250 train_loss:2.5217 train_time:2633854ms step_avg:465.84ms
step:5665/6250 train_loss:2.5208 train_time:2634327ms step_avg:465.84ms
step:5666/6250 train_loss:2.4525 train_time:2634791ms step_avg:465.84ms
step:5667/6250 train_loss:2.4752 train_time:2635250ms step_avg:465.84ms
step:5668/6250 train_loss:2.5388 train_time:2635712ms step_avg:465.84ms
step:5669/6250 train_loss:2.5284 train_time:2636174ms step_avg:465.84ms
step:5670/6250 train_loss:2.4156 train_time:2636633ms step_avg:465.84ms
step:5671/6250 train_loss:2.4799 train_time:2637092ms step_avg:465.83ms
step:5672/6250 train_loss:2.4948 train_time:2637552ms step_avg:465.83ms
step:5673/6250 train_loss:2.5655 train_time:2638010ms step_avg:465.83ms
step:5674/6250 train_loss:2.5091 train_time:2638469ms step_avg:465.83ms
step:5675/6250 train_loss:2.5552 train_time:2638930ms step_avg:465.83ms
step:5676/6250 train_loss:2.5455 train_time:2639389ms step_avg:465.83ms
step:5677/6250 train_loss:2.5022 train_time:2639849ms step_avg:465.83ms
step:5678/6250 train_loss:2.5680 train_time:2640309ms step_avg:465.83ms
step:5679/6250 train_loss:2.5869 train_time:2640768ms step_avg:465.83ms
step:5680/6250 train_loss:2.5309 train_time:2641229ms step_avg:465.83ms
step:5681/6250 train_loss:2.5567 train_time:2641690ms step_avg:465.82ms
step:5682/6250 train_loss:2.4458 train_time:2642150ms step_avg:465.82ms
step:5683/6250 train_loss:2.5166 train_time:2642612ms step_avg:465.82ms
step:5684/6250 train_loss:2.5365 train_time:2643071ms step_avg:465.82ms
step:5685/6250 train_loss:2.5916 train_time:2643531ms step_avg:465.82ms
step:5686/6250 train_loss:2.5449 train_time:2643992ms step_avg:465.82ms
step:5687/6250 train_loss:2.6024 train_time:2644451ms step_avg:465.82ms
step:5688/6250 train_loss:2.5317 train_time:2644912ms step_avg:465.82ms
step:5689/6250 train_loss:2.4195 train_time:2645373ms step_avg:465.82ms
step:5690/6250 train_loss:2.5678 train_time:2645835ms step_avg:465.82ms
step:5691/6250 train_loss:2.5931 train_time:2646295ms step_avg:465.81ms
step:5692/6250 train_loss:2.5308 train_time:2646756ms step_avg:465.81ms
step:5693/6250 train_loss:2.5160 train_time:2647215ms step_avg:465.81ms
step:5694/6250 train_loss:2.4945 train_time:2647676ms step_avg:465.81ms
step:5695/6250 train_loss:2.5026 train_time:2648135ms step_avg:465.81ms
step:5696/6250 train_loss:2.5374 train_time:2648596ms step_avg:465.81ms
step:5697/6250 train_loss:2.5483 train_time:2649057ms step_avg:465.81ms
step:5698/6250 train_loss:2.5090 train_time:2649517ms step_avg:465.81ms
step:5699/6250 train_loss:2.5283 train_time:2649979ms step_avg:465.81ms
step:5700/6250 train_loss:2.4998 train_time:2650439ms step_avg:465.81ms
step:5701/6250 train_loss:2.5489 train_time:2650901ms step_avg:465.81ms
step:5702/6250 train_loss:2.5700 train_time:2651361ms step_avg:465.80ms
step:5703/6250 train_loss:2.5169 train_time:2651822ms step_avg:465.80ms
step:5704/6250 train_loss:2.5763 train_time:2652282ms step_avg:465.80ms
step:5705/6250 train_loss:2.4844 train_time:2652742ms step_avg:465.80ms
step:5706/6250 train_loss:2.4203 train_time:2653201ms step_avg:465.80ms
step:5707/6250 train_loss:2.4608 train_time:2653661ms step_avg:465.80ms
step:5708/6250 train_loss:2.5887 train_time:2654121ms step_avg:465.80ms
step:5709/6250 train_loss:2.5343 train_time:2654581ms step_avg:465.80ms
step:5710/6250 train_loss:2.4847 train_time:2655042ms step_avg:465.80ms
step:5711/6250 train_loss:2.5307 train_time:2655502ms step_avg:465.80ms
step:5712/6250 train_loss:2.4642 train_time:2655963ms step_avg:465.80ms
step:5713/6250 train_loss:2.6471 train_time:2656425ms step_avg:465.79ms
step:5714/6250 train_loss:2.4608 train_time:2656887ms step_avg:465.79ms
step:5715/6250 train_loss:2.5119 train_time:2657347ms step_avg:465.79ms
step:5716/6250 train_loss:2.5710 train_time:2657808ms step_avg:465.79ms
step:5717/6250 train_loss:2.4867 train_time:2658266ms step_avg:465.79ms
step:5718/6250 train_loss:2.4419 train_time:2658728ms step_avg:465.79ms
step:5719/6250 train_loss:2.4621 train_time:2659187ms step_avg:465.79ms
step:5720/6250 train_loss:2.5896 train_time:2659650ms step_avg:465.79ms
step:5721/6250 train_loss:2.4868 train_time:2660111ms step_avg:465.79ms
step:5722/6250 train_loss:2.4237 train_time:2660587ms step_avg:465.79ms
step:5723/6250 train_loss:2.5860 train_time:2661055ms step_avg:465.79ms
step:5724/6250 train_loss:2.5359 train_time:2661530ms step_avg:465.79ms
step:5725/6250 train_loss:2.4371 train_time:2662008ms step_avg:465.79ms
step:5726/6250 train_loss:2.4118 train_time:2662488ms step_avg:465.80ms
step:5727/6250 train_loss:2.5331 train_time:2662959ms step_avg:465.80ms
step:5728/6250 train_loss:2.4441 train_time:2663423ms step_avg:465.80ms
step:5729/6250 train_loss:2.4379 train_time:2663896ms step_avg:465.80ms
step:5730/6250 train_loss:2.3924 train_time:2664368ms step_avg:465.80ms
step:5731/6250 train_loss:2.5030 train_time:2664840ms step_avg:465.80ms
step:5732/6250 train_loss:2.4592 train_time:2665307ms step_avg:465.80ms
step:5733/6250 train_loss:2.4944 train_time:2665801ms step_avg:465.80ms
step:5734/6250 train_loss:2.4909 train_time:2666267ms step_avg:465.80ms
step:5735/6250 train_loss:2.4558 train_time:2666737ms step_avg:465.81ms
step:5736/6250 train_loss:2.5501 train_time:2667196ms step_avg:465.80ms
step:5737/6250 train_loss:2.5611 train_time:2667658ms step_avg:465.80ms
step:5738/6250 train_loss:2.4701 train_time:2668118ms step_avg:465.80ms
step:5739/6250 train_loss:2.6379 train_time:2668579ms step_avg:465.80ms
step:5740/6250 train_loss:2.5564 train_time:2669040ms step_avg:465.80ms
step:5741/6250 train_loss:2.4692 train_time:2669500ms step_avg:465.80ms
step:5742/6250 train_loss:2.4644 train_time:2669962ms step_avg:465.80ms
step:5743/6250 train_loss:2.5133 train_time:2670421ms step_avg:465.80ms
step:5744/6250 train_loss:2.4988 train_time:2670881ms step_avg:465.80ms
step:5745/6250 train_loss:2.4908 train_time:2671348ms step_avg:465.80ms
step:5746/6250 train_loss:2.4774 train_time:2671816ms step_avg:465.80ms
step:5747/6250 train_loss:2.5595 train_time:2672289ms step_avg:465.80ms
step:5748/6250 train_loss:2.5446 train_time:2672755ms step_avg:465.80ms
step:5749/6250 train_loss:2.5555 train_time:2673226ms step_avg:465.80ms
step:5750/6250 train_loss:2.5026 train_time:2673693ms step_avg:465.80ms
step:5751/6250 train_loss:2.5323 train_time:2674153ms step_avg:465.80ms
step:5752/6250 train_loss:2.5182 train_time:2674612ms step_avg:465.80ms
step:5753/6250 train_loss:2.4633 train_time:2675072ms step_avg:465.80ms
step:5754/6250 train_loss:2.4598 train_time:2675533ms step_avg:465.80ms
step:5755/6250 train_loss:2.4765 train_time:2676001ms step_avg:465.80ms
step:5756/6250 train_loss:2.5357 train_time:2676471ms step_avg:465.80ms
step:5757/6250 train_loss:2.4783 train_time:2676934ms step_avg:465.80ms
step:5758/6250 train_loss:2.6310 train_time:2677394ms step_avg:465.80ms
step:5759/6250 train_loss:2.5440 train_time:2677855ms step_avg:465.79ms
step:5760/6250 train_loss:2.5212 train_time:2678316ms step_avg:465.79ms
step:5761/6250 train_loss:2.5789 train_time:2678779ms step_avg:465.79ms
step:5762/6250 train_loss:2.5652 train_time:2679246ms step_avg:465.79ms
step:5763/6250 train_loss:2.5399 train_time:2679707ms step_avg:465.79ms
step:5764/6250 train_loss:2.4768 train_time:2680168ms step_avg:465.79ms
step:5765/6250 train_loss:2.4615 train_time:2680630ms step_avg:465.79ms
step:5766/6250 train_loss:2.5591 train_time:2681090ms step_avg:465.79ms
step:5767/6250 train_loss:2.4543 train_time:2681563ms step_avg:465.79ms
step:5768/6250 train_loss:2.5692 train_time:2682025ms step_avg:465.79ms
step:5769/6250 train_loss:2.4637 train_time:2682495ms step_avg:465.79ms
step:5770/6250 train_loss:2.5166 train_time:2682956ms step_avg:465.79ms
step:5771/6250 train_loss:2.4851 train_time:2683418ms step_avg:465.79ms
step:5772/6250 train_loss:2.4927 train_time:2683878ms step_avg:465.79ms
step:5773/6250 train_loss:2.6719 train_time:2684337ms step_avg:465.79ms
step:5774/6250 train_loss:2.5699 train_time:2684799ms step_avg:465.79ms
step:5775/6250 train_loss:2.4329 train_time:2685273ms step_avg:465.79ms
step:5776/6250 train_loss:2.4151 train_time:2685737ms step_avg:465.79ms
step:5777/6250 train_loss:2.5708 train_time:2686196ms step_avg:465.79ms
step:5778/6250 train_loss:2.5208 train_time:2686656ms step_avg:465.79ms
step:5779/6250 train_loss:2.5658 train_time:2687117ms step_avg:465.79ms
step:5780/6250 train_loss:2.4983 train_time:2687577ms step_avg:465.78ms
step:5781/6250 train_loss:2.5258 train_time:2688038ms step_avg:465.78ms
step:5782/6250 train_loss:2.5175 train_time:2688496ms step_avg:465.78ms
step:5783/6250 train_loss:2.4920 train_time:2688956ms step_avg:465.78ms
step:5784/6250 train_loss:2.4401 train_time:2689416ms step_avg:465.78ms
step:5785/6250 train_loss:2.5124 train_time:2689877ms step_avg:465.78ms
step:5786/6250 train_loss:2.4845 train_time:2690337ms step_avg:465.78ms
step:5787/6250 train_loss:2.4889 train_time:2690798ms step_avg:465.78ms
step:5788/6250 train_loss:2.4608 train_time:2691258ms step_avg:465.78ms
step:5789/6250 train_loss:2.5216 train_time:2691719ms step_avg:465.78ms
step:5790/6250 train_loss:2.4717 train_time:2692180ms step_avg:465.78ms
step:5791/6250 train_loss:2.4907 train_time:2692641ms step_avg:465.77ms
step:5792/6250 train_loss:2.6416 train_time:2693102ms step_avg:465.77ms
step:5793/6250 train_loss:2.5426 train_time:2693562ms step_avg:465.77ms
step:5794/6250 train_loss:2.6096 train_time:2694023ms step_avg:465.77ms
step:5795/6250 train_loss:2.5626 train_time:2694483ms step_avg:465.77ms
step:5796/6250 train_loss:2.5088 train_time:2694944ms step_avg:465.77ms
step:5797/6250 train_loss:2.5476 train_time:2695404ms step_avg:465.77ms
step:5798/6250 train_loss:2.5568 train_time:2695864ms step_avg:465.77ms
step:5799/6250 train_loss:2.5074 train_time:2696324ms step_avg:465.77ms
step:5800/6250 train_loss:2.5613 train_time:2696785ms step_avg:465.77ms
step:5801/6250 train_loss:2.5095 train_time:2697246ms step_avg:465.77ms
step:5802/6250 train_loss:2.5063 train_time:2697707ms step_avg:465.76ms
step:5803/6250 train_loss:2.4102 train_time:2698168ms step_avg:465.76ms
step:5804/6250 train_loss:2.5489 train_time:2698630ms step_avg:465.76ms
step:5805/6250 train_loss:2.4722 train_time:2699091ms step_avg:465.76ms
step:5806/6250 train_loss:2.5932 train_time:2699552ms step_avg:465.76ms
step:5807/6250 train_loss:2.5109 train_time:2700013ms step_avg:465.76ms
step:5808/6250 train_loss:2.5853 train_time:2700473ms step_avg:465.76ms
step:5809/6250 train_loss:2.5046 train_time:2700934ms step_avg:465.76ms
step:5810/6250 train_loss:2.4758 train_time:2701395ms step_avg:465.76ms
step:5811/6250 train_loss:2.4908 train_time:2701855ms step_avg:465.76ms
step:5812/6250 train_loss:2.4938 train_time:2702314ms step_avg:465.76ms
step:5813/6250 train_loss:2.5246 train_time:2702774ms step_avg:465.75ms
step:5814/6250 train_loss:2.5193 train_time:2703235ms step_avg:465.75ms
step:5815/6250 train_loss:2.5464 train_time:2703695ms step_avg:465.75ms
step:5816/6250 train_loss:2.6588 train_time:2704156ms step_avg:465.75ms
step:5817/6250 train_loss:2.4599 train_time:2704616ms step_avg:465.75ms
step:5818/6250 train_loss:2.5170 train_time:2705074ms step_avg:465.75ms
step:5819/6250 train_loss:2.5468 train_time:2705535ms step_avg:465.75ms
step:5820/6250 train_loss:2.5649 train_time:2705997ms step_avg:465.75ms
step:5821/6250 train_loss:2.4779 train_time:2706457ms step_avg:465.75ms
step:5822/6250 train_loss:2.5103 train_time:2706918ms step_avg:465.75ms
step:5823/6250 train_loss:2.5222 train_time:2707379ms step_avg:465.75ms
step:5824/6250 train_loss:2.4599 train_time:2707839ms step_avg:465.74ms
step:5825/6250 train_loss:2.5226 train_time:2708299ms step_avg:465.74ms
step:5826/6250 train_loss:2.5066 train_time:2708761ms step_avg:465.74ms
step:5827/6250 train_loss:2.4455 train_time:2709220ms step_avg:465.74ms
step:5828/6250 train_loss:2.5526 train_time:2709680ms step_avg:465.74ms
step:5829/6250 train_loss:2.4206 train_time:2710140ms step_avg:465.74ms
step:5830/6250 train_loss:2.5706 train_time:2710600ms step_avg:465.74ms
step:5831/6250 train_loss:2.5131 train_time:2711061ms step_avg:465.74ms
step:5832/6250 train_loss:2.5817 train_time:2711522ms step_avg:465.74ms
step:5833/6250 train_loss:2.5407 train_time:2711982ms step_avg:465.74ms
step:5834/6250 train_loss:2.4018 train_time:2712444ms step_avg:465.74ms
step:5835/6250 train_loss:2.4418 train_time:2712919ms step_avg:465.74ms
step:5836/6250 train_loss:2.4728 train_time:2713407ms step_avg:465.74ms
step:5837/6250 train_loss:2.4277 train_time:2713874ms step_avg:465.74ms
step:5838/6250 train_loss:2.5532 train_time:2714349ms step_avg:465.74ms
step:5839/6250 train_loss:2.5358 train_time:2714813ms step_avg:465.74ms
step:5840/6250 train_loss:2.5707 train_time:2715273ms step_avg:465.74ms
step:5841/6250 train_loss:2.4480 train_time:2715744ms step_avg:465.74ms
step:5842/6250 train_loss:2.4244 train_time:2716214ms step_avg:465.74ms
step:5843/6250 train_loss:2.4881 train_time:2716678ms step_avg:465.74ms
step:5844/6250 train_loss:2.4668 train_time:2717154ms step_avg:465.74ms
step:5845/6250 train_loss:2.5183 train_time:2717620ms step_avg:465.74ms
step:5846/6250 train_loss:2.5380 train_time:2718081ms step_avg:465.74ms
step:5847/6250 train_loss:2.5166 train_time:2718541ms step_avg:465.74ms
step:5848/6250 train_loss:2.4289 train_time:2719001ms step_avg:465.74ms
step:5849/6250 train_loss:2.4800 train_time:2719464ms step_avg:465.74ms
step:5850/6250 train_loss:2.4691 train_time:2719925ms step_avg:465.74ms
step:5851/6250 train_loss:2.4865 train_time:2720384ms step_avg:465.74ms
step:5852/6250 train_loss:2.4968 train_time:2720843ms step_avg:465.74ms
step:5853/6250 train_loss:2.5684 train_time:2721303ms step_avg:465.74ms
step:5854/6250 train_loss:2.4949 train_time:2721764ms step_avg:465.74ms
step:5855/6250 train_loss:2.5490 train_time:2722224ms step_avg:465.74ms
step:5856/6250 train_loss:2.4977 train_time:2722684ms step_avg:465.73ms
step:5857/6250 train_loss:2.5135 train_time:2723143ms step_avg:465.73ms
step:5858/6250 train_loss:2.5699 train_time:2723604ms step_avg:465.73ms
step:5859/6250 train_loss:2.5395 train_time:2724064ms step_avg:465.73ms
step:5860/6250 train_loss:2.5728 train_time:2724524ms step_avg:465.73ms
step:5861/6250 train_loss:2.4448 train_time:2724984ms step_avg:465.73ms
step:5862/6250 train_loss:2.4621 train_time:2725444ms step_avg:465.73ms
step:5863/6250 train_loss:2.6378 train_time:2725904ms step_avg:465.73ms
step:5864/6250 train_loss:2.5577 train_time:2726366ms step_avg:465.73ms
step:5865/6250 train_loss:2.5156 train_time:2726827ms step_avg:465.73ms
step:5866/6250 train_loss:2.5879 train_time:2727286ms step_avg:465.73ms
step:5867/6250 train_loss:2.4437 train_time:2727747ms step_avg:465.72ms
step:5868/6250 train_loss:2.4753 train_time:2728209ms step_avg:465.72ms
step:5869/6250 train_loss:2.5259 train_time:2728674ms step_avg:465.72ms
step:5870/6250 train_loss:2.5142 train_time:2729134ms step_avg:465.72ms
step:5871/6250 train_loss:2.5025 train_time:2729594ms step_avg:465.72ms
step:5872/6250 train_loss:2.4966 train_time:2730054ms step_avg:465.72ms
step:5873/6250 train_loss:2.3771 train_time:2730516ms step_avg:465.72ms
step:5874/6250 train_loss:2.5310 train_time:2730978ms step_avg:465.72ms
step:5875/6250 train_loss:2.5035 train_time:2731439ms step_avg:465.72ms
step:5876/6250 train_loss:2.5711 train_time:2731900ms step_avg:465.72ms
step:5877/6250 train_loss:2.5492 train_time:2732360ms step_avg:465.72ms
step:5878/6250 train_loss:2.4731 train_time:2732821ms step_avg:465.72ms
step:5879/6250 train_loss:2.4399 train_time:2733282ms step_avg:465.72ms
step:5880/6250 train_loss:2.5034 train_time:2733743ms step_avg:465.71ms
step:5881/6250 train_loss:2.4408 train_time:2734205ms step_avg:465.71ms
step:5882/6250 train_loss:2.5692 train_time:2734668ms step_avg:465.71ms
step:5883/6250 train_loss:2.4926 train_time:2735142ms step_avg:465.71ms
step:5884/6250 train_loss:2.4547 train_time:2735629ms step_avg:465.72ms
step:5885/6250 train_loss:2.5681 train_time:2736113ms step_avg:465.72ms
step:5886/6250 train_loss:2.5426 train_time:2736590ms step_avg:465.72ms
step:5887/6250 train_loss:2.4743 train_time:2737062ms step_avg:465.72ms
step:5888/6250 train_loss:2.5185 train_time:2737521ms step_avg:465.72ms
step:5889/6250 train_loss:2.4974 train_time:2737982ms step_avg:465.72ms
step:5890/6250 train_loss:2.4572 train_time:2738443ms step_avg:465.72ms
step:5891/6250 train_loss:2.4873 train_time:2738902ms step_avg:465.72ms
step:5892/6250 train_loss:2.5372 train_time:2739360ms step_avg:465.72ms
step:5893/6250 train_loss:2.4713 train_time:2739820ms step_avg:465.72ms
step:5894/6250 train_loss:2.6055 train_time:2740281ms step_avg:465.72ms
step:5895/6250 train_loss:2.5626 train_time:2740757ms step_avg:465.72ms
step:5896/6250 train_loss:2.5957 train_time:2741220ms step_avg:465.72ms
step:5897/6250 train_loss:2.5036 train_time:2741685ms step_avg:465.72ms
step:5898/6250 train_loss:2.4965 train_time:2742144ms step_avg:465.72ms
step:5899/6250 train_loss:2.5373 train_time:2742604ms step_avg:465.72ms
step:5900/6250 train_loss:2.4587 train_time:2743064ms step_avg:465.72ms
step:5901/6250 train_loss:2.4765 train_time:2743525ms step_avg:465.71ms
step:5902/6250 train_loss:2.5192 train_time:2743986ms step_avg:465.71ms
step:5903/6250 train_loss:2.5407 train_time:2744448ms step_avg:465.71ms
step:5904/6250 train_loss:2.5203 train_time:2744911ms step_avg:465.71ms
step:5905/6250 train_loss:2.4351 train_time:2745369ms step_avg:465.71ms
step:5906/6250 train_loss:2.4877 train_time:2745830ms step_avg:465.71ms
step:5907/6250 train_loss:2.6682 train_time:2746291ms step_avg:465.71ms
step:5908/6250 train_loss:2.4913 train_time:2746752ms step_avg:465.71ms
step:5909/6250 train_loss:2.5542 train_time:2747226ms step_avg:465.71ms
step:5910/6250 train_loss:2.4978 train_time:2747706ms step_avg:465.71ms
step:5911/6250 train_loss:2.4718 train_time:2748199ms step_avg:465.72ms
step:5912/6250 train_loss:2.5410 train_time:2748682ms step_avg:465.72ms
step:5913/6250 train_loss:2.4573 train_time:2749150ms step_avg:465.72ms
step:5914/6250 train_loss:2.5198 train_time:2749613ms step_avg:465.72ms
step:5915/6250 train_loss:2.5821 train_time:2750074ms step_avg:465.72ms
step:5916/6250 train_loss:2.4978 train_time:2750535ms step_avg:465.72ms
step:5917/6250 train_loss:2.5625 train_time:2750994ms step_avg:465.72ms
step:5918/6250 train_loss:2.5635 train_time:2751455ms step_avg:465.72ms
step:5919/6250 train_loss:2.6147 train_time:2751914ms step_avg:465.72ms
step:5920/6250 train_loss:2.4799 train_time:2752375ms step_avg:465.71ms
step:5921/6250 train_loss:2.4848 train_time:2752838ms step_avg:465.71ms
step:5922/6250 train_loss:2.4499 train_time:2753297ms step_avg:465.71ms
step:5923/6250 train_loss:2.5360 train_time:2753759ms step_avg:465.71ms
step:5924/6250 train_loss:2.4769 train_time:2754219ms step_avg:465.71ms
step:5925/6250 train_loss:2.5062 train_time:2754679ms step_avg:465.71ms
step:5926/6250 train_loss:2.4312 train_time:2755141ms step_avg:465.71ms
step:5927/6250 train_loss:2.5149 train_time:2755602ms step_avg:465.71ms
step:5928/6250 train_loss:2.5867 train_time:2756063ms step_avg:465.71ms
step:5929/6250 train_loss:2.5477 train_time:2756523ms step_avg:465.71ms
step:5930/6250 train_loss:2.5344 train_time:2756983ms step_avg:465.71ms
step:5931/6250 train_loss:2.5419 train_time:2757442ms step_avg:465.71ms
step:5932/6250 train_loss:2.5642 train_time:2757904ms step_avg:465.70ms
step:5933/6250 train_loss:2.4736 train_time:2758364ms step_avg:465.70ms
step:5934/6250 train_loss:2.5510 train_time:2758826ms step_avg:465.70ms
step:5935/6250 train_loss:2.4773 train_time:2759287ms step_avg:465.70ms
step:5936/6250 train_loss:2.4348 train_time:2759748ms step_avg:465.70ms
step:5937/6250 train_loss:2.5070 train_time:2760208ms step_avg:465.70ms
step:5938/6250 train_loss:2.5094 train_time:2760673ms step_avg:465.70ms
step:5939/6250 train_loss:2.5305 train_time:2761151ms step_avg:465.70ms
step:5940/6250 train_loss:2.5862 train_time:2761623ms step_avg:465.70ms
step:5941/6250 train_loss:2.5198 train_time:2762089ms step_avg:465.70ms
step:5942/6250 train_loss:2.5737 train_time:2762557ms step_avg:465.70ms
step:5943/6250 train_loss:2.4994 train_time:2763029ms step_avg:465.71ms
step:5944/6250 train_loss:2.6105 train_time:2763498ms step_avg:465.71ms
step:5945/6250 train_loss:2.4819 train_time:2763958ms step_avg:465.70ms
step:5946/6250 train_loss:2.5947 train_time:2764429ms step_avg:465.71ms
step:5947/6250 train_loss:2.4930 train_time:2764894ms step_avg:465.71ms
step:5948/6250 train_loss:2.5323 train_time:2765355ms step_avg:465.70ms
step:5949/6250 train_loss:2.4992 train_time:2765825ms step_avg:465.71ms
step:5950/6250 train_loss:2.4515 train_time:2766286ms step_avg:465.70ms
step:5951/6250 train_loss:2.5578 train_time:2766749ms step_avg:465.70ms
step:5952/6250 train_loss:2.5588 train_time:2767208ms step_avg:465.70ms
step:5953/6250 train_loss:2.4830 train_time:2767669ms step_avg:465.70ms
step:5954/6250 train_loss:2.4932 train_time:2768129ms step_avg:465.70ms
step:5955/6250 train_loss:2.4414 train_time:2768589ms step_avg:465.70ms
step:5956/6250 train_loss:2.5209 train_time:2769051ms step_avg:465.70ms
step:5957/6250 train_loss:2.5823 train_time:2769512ms step_avg:465.70ms
step:5958/6250 train_loss:2.5400 train_time:2769974ms step_avg:465.70ms
step:5959/6250 train_loss:2.4538 train_time:2770434ms step_avg:465.70ms
step:5960/6250 train_loss:2.4806 train_time:2770897ms step_avg:465.70ms
step:5961/6250 train_loss:2.5400 train_time:2771355ms step_avg:465.70ms
step:5962/6250 train_loss:2.5710 train_time:2771817ms step_avg:465.70ms
step:5963/6250 train_loss:2.5110 train_time:2772279ms step_avg:465.69ms
step:5964/6250 train_loss:2.5468 train_time:2772754ms step_avg:465.70ms
step:5965/6250 train_loss:2.5024 train_time:2773227ms step_avg:465.70ms
step:5966/6250 train_loss:2.5147 train_time:2773692ms step_avg:465.70ms
step:5967/6250 train_loss:2.4902 train_time:2774168ms step_avg:465.70ms
step:5968/6250 train_loss:2.4882 train_time:2774640ms step_avg:465.70ms
step:5969/6250 train_loss:2.5008 train_time:2775123ms step_avg:465.70ms
step:5970/6250 train_loss:2.6111 train_time:2775595ms step_avg:465.70ms
step:5971/6250 train_loss:2.4922 train_time:2776057ms step_avg:465.70ms
step:5972/6250 train_loss:2.5439 train_time:2776518ms step_avg:465.70ms
step:5973/6250 train_loss:2.5026 train_time:2776978ms step_avg:465.70ms
step:5974/6250 train_loss:2.4915 train_time:2777437ms step_avg:465.70ms
step:5975/6250 train_loss:2.5868 train_time:2777899ms step_avg:465.70ms
step:5976/6250 train_loss:2.5560 train_time:2778360ms step_avg:465.70ms
step:5977/6250 train_loss:2.5797 train_time:2778826ms step_avg:465.70ms
step:5978/6250 train_loss:2.5227 train_time:2779285ms step_avg:465.70ms
step:5979/6250 train_loss:2.5507 train_time:2779748ms step_avg:465.70ms
step:5980/6250 train_loss:2.5280 train_time:2780210ms step_avg:465.70ms
step:5981/6250 train_loss:2.5618 train_time:2780676ms step_avg:465.70ms
step:5982/6250 train_loss:2.4803 train_time:2781138ms step_avg:465.70ms
step:5983/6250 train_loss:2.4245 train_time:2781600ms step_avg:465.70ms
step:5984/6250 train_loss:2.5076 train_time:2782064ms step_avg:465.70ms
step:5985/6250 train_loss:2.4558 train_time:2782524ms step_avg:465.69ms
step:5986/6250 train_loss:2.4436 train_time:2782996ms step_avg:465.70ms
step:5987/6250 train_loss:2.4857 train_time:2783469ms step_avg:465.70ms
step:5988/6250 train_loss:2.4819 train_time:2783933ms step_avg:465.70ms
step:5989/6250 train_loss:2.5346 train_time:2784405ms step_avg:465.70ms
step:5990/6250 train_loss:2.4515 train_time:2784880ms step_avg:465.70ms
step:5991/6250 train_loss:2.6211 train_time:2785348ms step_avg:465.70ms
step:5992/6250 train_loss:2.4494 train_time:2785819ms step_avg:465.70ms
step:5993/6250 train_loss:2.5480 train_time:2786283ms step_avg:465.70ms
step:5994/6250 train_loss:2.5308 train_time:2786762ms step_avg:465.70ms
step:5995/6250 train_loss:2.5068 train_time:2787227ms step_avg:465.70ms
step:5996/6250 train_loss:2.5744 train_time:2787698ms step_avg:465.70ms
step:5997/6250 train_loss:2.5480 train_time:2788183ms step_avg:465.71ms
step:5998/6250 train_loss:2.5462 train_time:2788664ms step_avg:465.71ms
step:5999/6250 train_loss:2.3731 train_time:2789125ms step_avg:465.71ms
step:6000/6250 train_loss:2.5458 train_time:2789585ms step_avg:465.71ms
step:6000/6250 val_loss:2.4959 train_time:2789585ms step_avg:465.71ms
step:6001/6250 train_loss:2.5112 train_time:2790044ms step_avg:465.71ms
step:6002/6250 train_loss:2.4903 train_time:2790504ms step_avg:465.70ms
step:6003/6250 train_loss:2.5042 train_time:2790965ms step_avg:465.70ms
step:6004/6250 train_loss:2.4577 train_time:2791427ms step_avg:465.70ms
step:6005/6250 train_loss:2.5671 train_time:2791887ms step_avg:465.70ms
step:6006/6250 train_loss:2.4756 train_time:2792349ms step_avg:465.70ms
step:6007/6250 train_loss:2.4973 train_time:2792810ms step_avg:465.70ms
step:6008/6250 train_loss:2.5291 train_time:2793270ms step_avg:465.70ms
step:6009/6250 train_loss:2.5199 train_time:2793731ms step_avg:465.70ms
step:6010/6250 train_loss:2.5259 train_time:2794192ms step_avg:465.70ms
step:6011/6250 train_loss:2.4249 train_time:2794652ms step_avg:465.70ms
step:6012/6250 train_loss:2.4970 train_time:2795112ms step_avg:465.70ms
step:6013/6250 train_loss:2.5100 train_time:2795573ms step_avg:465.70ms
step:6014/6250 train_loss:2.5721 train_time:2796034ms step_avg:465.70ms
step:6015/6250 train_loss:2.4854 train_time:2796494ms step_avg:465.69ms
step:6016/6250 train_loss:2.5430 train_time:2796952ms step_avg:465.69ms
step:6017/6250 train_loss:2.5171 train_time:2797414ms step_avg:465.69ms
step:6018/6250 train_loss:2.4845 train_time:2797874ms step_avg:465.69ms
step:6019/6250 train_loss:2.5281 train_time:2798334ms step_avg:465.69ms
step:6020/6250 train_loss:2.5361 train_time:2798794ms step_avg:465.69ms
step:6021/6250 train_loss:2.4876 train_time:2799254ms step_avg:465.69ms
step:6022/6250 train_loss:2.5538 train_time:2799714ms step_avg:465.69ms
step:6023/6250 train_loss:2.4866 train_time:2800174ms step_avg:465.69ms
step:6024/6250 train_loss:2.4930 train_time:2800637ms step_avg:465.69ms
step:6025/6250 train_loss:2.4983 train_time:2801097ms step_avg:465.69ms
step:6026/6250 train_loss:2.5773 train_time:2801558ms step_avg:465.68ms
step:6027/6250 train_loss:2.4420 train_time:2802019ms step_avg:465.68ms
step:6028/6250 train_loss:2.4974 train_time:2802482ms step_avg:465.68ms
step:6029/6250 train_loss:2.4945 train_time:2802943ms step_avg:465.68ms
step:6030/6250 train_loss:2.4587 train_time:2803403ms step_avg:465.68ms
step:6031/6250 train_loss:2.4054 train_time:2803863ms step_avg:465.68ms
step:6032/6250 train_loss:2.5731 train_time:2804323ms step_avg:465.68ms
step:6033/6250 train_loss:2.5461 train_time:2804784ms step_avg:465.68ms
step:6034/6250 train_loss:2.5091 train_time:2805245ms step_avg:465.68ms
step:6035/6250 train_loss:2.5197 train_time:2805707ms step_avg:465.68ms
step:6036/6250 train_loss:2.5498 train_time:2806167ms step_avg:465.68ms
step:6037/6250 train_loss:2.4642 train_time:2806626ms step_avg:465.68ms
step:6038/6250 train_loss:2.5599 train_time:2807086ms step_avg:465.67ms
step:6039/6250 train_loss:2.5097 train_time:2807545ms step_avg:465.67ms
step:6040/6250 train_loss:2.5222 train_time:2808005ms step_avg:465.67ms
step:6041/6250 train_loss:2.5620 train_time:2808475ms step_avg:465.67ms
step:6042/6250 train_loss:2.5682 train_time:2808939ms step_avg:465.67ms
step:6043/6250 train_loss:2.5639 train_time:2809416ms step_avg:465.67ms
step:6044/6250 train_loss:2.4686 train_time:2809898ms step_avg:465.68ms
step:6045/6250 train_loss:2.3609 train_time:2810380ms step_avg:465.68ms
step:6046/6250 train_loss:2.4682 train_time:2810876ms step_avg:465.69ms
step:6047/6250 train_loss:2.4751 train_time:2811361ms step_avg:465.69ms
step:6048/6250 train_loss:2.4263 train_time:2811824ms step_avg:465.69ms
step:6049/6250 train_loss:2.4629 train_time:2812313ms step_avg:465.69ms
step:6050/6250 train_loss:2.5242 train_time:2812794ms step_avg:465.69ms
step:6051/6250 train_loss:2.4616 train_time:2813260ms step_avg:465.69ms
step:6052/6250 train_loss:2.3999 train_time:2813724ms step_avg:465.69ms
step:6053/6250 train_loss:2.5029 train_time:2814185ms step_avg:465.69ms
step:6054/6250 train_loss:2.4375 train_time:2814647ms step_avg:465.69ms
step:6055/6250 train_loss:2.4912 train_time:2815109ms step_avg:465.69ms
step:6056/6250 train_loss:2.4755 train_time:2815568ms step_avg:465.69ms
step:6057/6250 train_loss:2.5926 train_time:2816029ms step_avg:465.69ms
step:6058/6250 train_loss:2.4061 train_time:2816494ms step_avg:465.69ms
step:6059/6250 train_loss:2.5208 train_time:2816956ms step_avg:465.69ms
step:6060/6250 train_loss:2.4503 train_time:2817417ms step_avg:465.69ms
step:6061/6250 train_loss:2.5287 train_time:2817880ms step_avg:465.69ms
step:6062/6250 train_loss:2.5394 train_time:2818341ms step_avg:465.69ms
step:6063/6250 train_loss:2.5168 train_time:2818804ms step_avg:465.69ms
step:6064/6250 train_loss:2.4481 train_time:2819284ms step_avg:465.69ms
step:6065/6250 train_loss:2.4611 train_time:2819745ms step_avg:465.69ms
step:6066/6250 train_loss:2.4531 train_time:2820209ms step_avg:465.69ms
step:6067/6250 train_loss:2.5466 train_time:2820677ms step_avg:465.69ms
step:6068/6250 train_loss:2.4169 train_time:2821156ms step_avg:465.69ms
step:6069/6250 train_loss:2.5859 train_time:2821636ms step_avg:465.69ms
step:6070/6250 train_loss:2.4279 train_time:2822096ms step_avg:465.69ms
step:6071/6250 train_loss:2.5089 train_time:2822570ms step_avg:465.69ms
step:6072/6250 train_loss:2.4762 train_time:2823052ms step_avg:465.70ms
step:6073/6250 train_loss:2.4554 train_time:2823514ms step_avg:465.70ms
step:6074/6250 train_loss:2.5317 train_time:2823982ms step_avg:465.70ms
step:6075/6250 train_loss:2.5530 train_time:2824443ms step_avg:465.70ms
step:6076/6250 train_loss:2.4613 train_time:2824925ms step_avg:465.70ms
step:6077/6250 train_loss:2.5490 train_time:2825389ms step_avg:465.70ms
step:6078/6250 train_loss:2.4565 train_time:2825850ms step_avg:465.70ms
step:6079/6250 train_loss:2.5387 train_time:2826312ms step_avg:465.70ms
step:6080/6250 train_loss:2.5080 train_time:2826774ms step_avg:465.70ms
step:6081/6250 train_loss:2.4957 train_time:2827234ms step_avg:465.69ms
step:6082/6250 train_loss:2.4482 train_time:2827694ms step_avg:465.69ms
step:6083/6250 train_loss:2.5038 train_time:2828155ms step_avg:465.69ms
step:6084/6250 train_loss:2.4659 train_time:2828615ms step_avg:465.69ms
step:6085/6250 train_loss:2.4144 train_time:2829076ms step_avg:465.69ms
step:6086/6250 train_loss:2.5829 train_time:2829537ms step_avg:465.69ms
step:6087/6250 train_loss:2.5537 train_time:2829997ms step_avg:465.69ms
step:6088/6250 train_loss:2.4883 train_time:2830459ms step_avg:465.69ms
step:6089/6250 train_loss:2.5087 train_time:2830921ms step_avg:465.69ms
step:6090/6250 train_loss:2.4146 train_time:2831388ms step_avg:465.69ms
step:6091/6250 train_loss:2.4758 train_time:2831855ms step_avg:465.69ms
step:6092/6250 train_loss:2.4512 train_time:2832322ms step_avg:465.69ms
step:6093/6250 train_loss:2.4440 train_time:2832781ms step_avg:465.69ms
step:6094/6250 train_loss:2.5295 train_time:2833242ms step_avg:465.69ms
step:6095/6250 train_loss:2.4750 train_time:2833704ms step_avg:465.69ms
step:6096/6250 train_loss:2.5669 train_time:2834165ms step_avg:465.69ms
step:6097/6250 train_loss:2.4478 train_time:2834625ms step_avg:465.69ms
step:6098/6250 train_loss:2.4264 train_time:2835086ms step_avg:465.68ms
step:6099/6250 train_loss:2.4735 train_time:2835548ms step_avg:465.68ms
step:6100/6250 train_loss:2.5134 train_time:2836016ms step_avg:465.68ms
step:6101/6250 train_loss:2.4643 train_time:2836476ms step_avg:465.68ms
step:6102/6250 train_loss:2.4994 train_time:2836940ms step_avg:465.68ms
step:6103/6250 train_loss:2.3951 train_time:2837400ms step_avg:465.68ms
step:6104/6250 train_loss:2.5046 train_time:2837862ms step_avg:465.68ms
step:6105/6250 train_loss:2.4821 train_time:2838323ms step_avg:465.68ms
step:6106/6250 train_loss:2.5638 train_time:2838783ms step_avg:465.68ms
step:6107/6250 train_loss:2.5685 train_time:2839243ms step_avg:465.68ms
step:6108/6250 train_loss:2.5328 train_time:2839705ms step_avg:465.68ms
step:6109/6250 train_loss:2.5320 train_time:2840164ms step_avg:465.68ms
step:6110/6250 train_loss:2.5075 train_time:2840624ms step_avg:465.68ms
step:6111/6250 train_loss:2.4707 train_time:2841085ms step_avg:465.68ms
step:6112/6250 train_loss:2.5338 train_time:2841546ms step_avg:465.67ms
step:6113/6250 train_loss:2.5234 train_time:2842006ms step_avg:465.67ms
step:6114/6250 train_loss:2.4498 train_time:2842468ms step_avg:465.67ms
step:6115/6250 train_loss:2.5518 train_time:2842928ms step_avg:465.67ms
step:6116/6250 train_loss:2.4283 train_time:2843387ms step_avg:465.67ms
step:6117/6250 train_loss:2.5742 train_time:2843848ms step_avg:465.67ms
step:6118/6250 train_loss:2.4573 train_time:2844308ms step_avg:465.67ms
step:6119/6250 train_loss:2.4606 train_time:2844770ms step_avg:465.67ms
step:6120/6250 train_loss:2.4897 train_time:2845233ms step_avg:465.67ms
step:6121/6250 train_loss:2.4467 train_time:2845703ms step_avg:465.67ms
step:6122/6250 train_loss:2.5268 train_time:2846187ms step_avg:465.67ms
step:6123/6250 train_loss:2.4486 train_time:2846661ms step_avg:465.67ms
step:6124/6250 train_loss:2.4638 train_time:2847122ms step_avg:465.67ms
step:6125/6250 train_loss:2.3542 train_time:2847584ms step_avg:465.67ms
step:6126/6250 train_loss:2.4663 train_time:2848045ms step_avg:465.67ms
step:6127/6250 train_loss:2.3993 train_time:2848506ms step_avg:465.67ms
step:6128/6250 train_loss:2.4805 train_time:2848965ms step_avg:465.67ms
step:6129/6250 train_loss:2.4621 train_time:2849426ms step_avg:465.67ms
step:6130/6250 train_loss:2.5489 train_time:2849887ms step_avg:465.67ms
step:6131/6250 train_loss:2.4659 train_time:2850347ms step_avg:465.67ms
step:6132/6250 train_loss:2.4698 train_time:2850807ms step_avg:465.67ms
step:6133/6250 train_loss:2.4973 train_time:2851267ms step_avg:465.67ms
step:6134/6250 train_loss:2.3788 train_time:2851728ms step_avg:465.66ms
step:6135/6250 train_loss:2.3776 train_time:2852189ms step_avg:465.66ms
step:6136/6250 train_loss:2.4681 train_time:2852650ms step_avg:465.66ms
step:6137/6250 train_loss:2.4834 train_time:2853109ms step_avg:465.66ms
step:6138/6250 train_loss:2.4411 train_time:2853570ms step_avg:465.66ms
step:6139/6250 train_loss:2.5517 train_time:2854032ms step_avg:465.66ms
step:6140/6250 train_loss:2.4564 train_time:2854492ms step_avg:465.66ms
step:6141/6250 train_loss:2.4053 train_time:2854951ms step_avg:465.66ms
step:6142/6250 train_loss:2.5192 train_time:2855411ms step_avg:465.66ms
step:6143/6250 train_loss:2.5039 train_time:2855893ms step_avg:465.66ms
step:6144/6250 train_loss:2.4504 train_time:2856365ms step_avg:465.66ms
step:6145/6250 train_loss:2.4598 train_time:2856829ms step_avg:465.66ms
step:6146/6250 train_loss:2.4184 train_time:2857289ms step_avg:465.66ms
step:6147/6250 train_loss:2.4050 train_time:2857769ms step_avg:465.66ms
step:6148/6250 train_loss:2.4556 train_time:2858249ms step_avg:465.66ms
step:6149/6250 train_loss:2.3391 train_time:2858714ms step_avg:465.66ms
step:6150/6250 train_loss:2.4789 train_time:2859173ms step_avg:465.66ms
step:6151/6250 train_loss:2.4469 train_time:2859635ms step_avg:465.66ms
step:6152/6250 train_loss:2.3452 train_time:2860093ms step_avg:465.66ms
step:6153/6250 train_loss:2.4041 train_time:2860553ms step_avg:465.66ms
step:6154/6250 train_loss:2.4269 train_time:2861014ms step_avg:465.66ms
step:6155/6250 train_loss:2.5519 train_time:2861477ms step_avg:465.66ms
step:6156/6250 train_loss:2.4503 train_time:2861936ms step_avg:465.66ms
step:6157/6250 train_loss:2.4579 train_time:2862397ms step_avg:465.66ms
step:6158/6250 train_loss:2.5056 train_time:2862858ms step_avg:465.66ms
step:6159/6250 train_loss:2.5061 train_time:2863318ms step_avg:465.66ms
step:6160/6250 train_loss:2.4635 train_time:2863785ms step_avg:465.66ms
step:6161/6250 train_loss:2.4447 train_time:2864251ms step_avg:465.66ms
step:6162/6250 train_loss:2.4481 train_time:2864723ms step_avg:465.66ms
step:6163/6250 train_loss:2.4869 train_time:2865193ms step_avg:465.66ms
step:6164/6250 train_loss:2.4834 train_time:2865656ms step_avg:465.66ms
step:6165/6250 train_loss:2.4016 train_time:2866127ms step_avg:465.66ms
step:6166/6250 train_loss:2.4033 train_time:2866594ms step_avg:465.66ms
step:6167/6250 train_loss:2.4047 train_time:2867068ms step_avg:465.66ms
step:6168/6250 train_loss:2.5255 train_time:2867532ms step_avg:465.66ms
step:6169/6250 train_loss:2.3839 train_time:2867994ms step_avg:465.66ms
step:6170/6250 train_loss:2.3548 train_time:2868458ms step_avg:465.66ms
step:6171/6250 train_loss:2.5524 train_time:2868923ms step_avg:465.66ms
step:6172/6250 train_loss:2.4393 train_time:2869391ms step_avg:465.66ms
step:6173/6250 train_loss:2.4484 train_time:2869852ms step_avg:465.66ms
step:6174/6250 train_loss:2.4083 train_time:2870314ms step_avg:465.66ms
step:6175/6250 train_loss:2.4333 train_time:2870775ms step_avg:465.66ms
step:6176/6250 train_loss:2.4244 train_time:2871236ms step_avg:465.66ms
step:6177/6250 train_loss:2.4558 train_time:2871697ms step_avg:465.66ms
step:6178/6250 train_loss:2.4412 train_time:2872159ms step_avg:465.65ms
step:6179/6250 train_loss:2.4009 train_time:2872619ms step_avg:465.65ms
step:6180/6250 train_loss:2.5305 train_time:2873088ms step_avg:465.65ms
step:6181/6250 train_loss:2.4782 train_time:2873548ms step_avg:465.65ms
step:6182/6250 train_loss:2.4660 train_time:2874007ms step_avg:465.65ms
step:6183/6250 train_loss:2.4471 train_time:2874468ms step_avg:465.65ms
step:6184/6250 train_loss:2.4185 train_time:2874929ms step_avg:465.65ms
step:6185/6250 train_loss:2.4088 train_time:2875390ms step_avg:465.65ms
step:6186/6250 train_loss:2.3835 train_time:2875851ms step_avg:465.65ms
step:6187/6250 train_loss:2.3948 train_time:2876319ms step_avg:465.65ms
step:6188/6250 train_loss:2.4071 train_time:2876790ms step_avg:465.65ms
step:6189/6250 train_loss:2.3914 train_time:2877264ms step_avg:465.65ms
step:6190/6250 train_loss:2.5636 train_time:2877731ms step_avg:465.65ms
step:6191/6250 train_loss:2.4869 train_time:2878190ms step_avg:465.65ms
step:6192/6250 train_loss:2.4073 train_time:2878651ms step_avg:465.65ms
step:6193/6250 train_loss:2.4690 train_time:2879110ms step_avg:465.65ms
step:6194/6250 train_loss:2.4845 train_time:2879585ms step_avg:465.65ms
step:6195/6250 train_loss:2.4511 train_time:2880065ms step_avg:465.65ms
step:6196/6250 train_loss:2.4873 train_time:2880528ms step_avg:465.65ms
step:6197/6250 train_loss:2.4516 train_time:2880988ms step_avg:465.65ms
step:6198/6250 train_loss:2.4465 train_time:2881448ms step_avg:465.65ms
step:6199/6250 train_loss:2.5242 train_time:2881908ms step_avg:465.65ms
step:6200/6250 train_loss:2.4376 train_time:2882367ms step_avg:465.65ms
step:6201/6250 train_loss:2.4797 train_time:2882827ms step_avg:465.65ms
step:6202/6250 train_loss:2.5270 train_time:2883287ms step_avg:465.65ms
step:6203/6250 train_loss:2.4778 train_time:2883747ms step_avg:465.65ms
step:6204/6250 train_loss:2.4577 train_time:2884208ms step_avg:465.65ms
step:6205/6250 train_loss:2.3610 train_time:2884669ms step_avg:465.64ms
step:6206/6250 train_loss:2.5117 train_time:2885128ms step_avg:465.64ms
step:6207/6250 train_loss:2.4764 train_time:2885590ms step_avg:465.64ms
step:6208/6250 train_loss:2.4771 train_time:2886049ms step_avg:465.64ms
step:6209/6250 train_loss:2.3953 train_time:2886509ms step_avg:465.64ms
step:6210/6250 train_loss:2.4401 train_time:2886969ms step_avg:465.64ms
step:6211/6250 train_loss:2.4965 train_time:2887430ms step_avg:465.64ms
step:6212/6250 train_loss:2.4077 train_time:2887905ms step_avg:465.64ms
step:6213/6250 train_loss:2.4897 train_time:2888370ms step_avg:465.64ms
step:6214/6250 train_loss:2.4147 train_time:2888829ms step_avg:465.64ms
step:6215/6250 train_loss:2.4453 train_time:2889289ms step_avg:465.64ms
step:6216/6250 train_loss:2.4465 train_time:2889749ms step_avg:465.64ms
step:6217/6250 train_loss:2.4990 train_time:2890210ms step_avg:465.64ms
step:6218/6250 train_loss:2.4226 train_time:2890671ms step_avg:465.64ms
step:6219/6250 train_loss:2.4346 train_time:2891130ms step_avg:465.64ms
step:6220/6250 train_loss:2.4554 train_time:2891591ms step_avg:465.63ms
step:6221/6250 train_loss:2.4673 train_time:2892050ms step_avg:465.63ms
step:6222/6250 train_loss:2.4756 train_time:2892511ms step_avg:465.63ms
step:6223/6250 train_loss:2.3881 train_time:2892971ms step_avg:465.63ms
step:6224/6250 train_loss:2.4529 train_time:2893429ms step_avg:465.63ms
step:6225/6250 train_loss:2.4188 train_time:2893890ms step_avg:465.63ms
step:6226/6250 train_loss:2.4694 train_time:2894359ms step_avg:465.63ms
step:6227/6250 train_loss:2.4585 train_time:2894821ms step_avg:465.63ms
step:6228/6250 train_loss:2.3993 train_time:2895280ms step_avg:465.63ms
step:6229/6250 train_loss:2.4119 train_time:2895741ms step_avg:465.63ms
step:6230/6250 train_loss:2.3453 train_time:2896201ms step_avg:465.63ms
step:6231/6250 train_loss:2.3778 train_time:2896662ms step_avg:465.63ms
step:6232/6250 train_loss:2.4727 train_time:2897120ms step_avg:465.63ms
step:6233/6250 train_loss:2.4938 train_time:2897582ms step_avg:465.62ms
step:6234/6250 train_loss:2.5052 train_time:2898043ms step_avg:465.62ms
step:6235/6250 train_loss:2.3863 train_time:2898512ms step_avg:465.62ms
step:6236/6250 train_loss:2.5375 train_time:2898989ms step_avg:465.63ms
step:6237/6250 train_loss:2.4657 train_time:2899465ms step_avg:465.63ms
step:6238/6250 train_loss:2.4923 train_time:2899925ms step_avg:465.63ms
step:6239/6250 train_loss:2.4617 train_time:2900386ms step_avg:465.63ms
step:6240/6250 train_loss:2.3673 train_time:2900846ms step_avg:465.63ms
step:6241/6250 train_loss:2.4505 train_time:2901305ms step_avg:465.62ms
step:6242/6250 train_loss:2.4127 train_time:2901779ms step_avg:465.63ms
step:6243/6250 train_loss:2.4940 train_time:2902243ms step_avg:465.63ms
step:6244/6250 train_loss:2.4339 train_time:2902705ms step_avg:465.62ms
step:6245/6250 train_loss:2.4021 train_time:2903165ms step_avg:465.62ms
step:6246/6250 train_loss:2.3929 train_time:2903628ms step_avg:465.62ms
step:6247/6250 train_loss:2.3612 train_time:2904095ms step_avg:465.62ms
step:6248/6250 train_loss:2.4119 train_time:2904579ms step_avg:465.63ms
step:6249/6250 train_loss:2.5361 train_time:2905053ms step_avg:465.63ms
step:6250/6250 train_loss:2.4391 train_time:2905517ms step_avg:465.63ms
step:6250/6250 val_loss:2.4346 train_time:2905517ms step_avg:465.63ms