IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
8265a55
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "fill-mask", | |
| "library": "transformers", | |
| "model_type": "bert", | |
| "model": "google-bert/bert-base-uncased", | |
| "processor": "google-bert/bert-base-uncased", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": true, | |
| "device_map": null, | |
| "torch_dtype": null, | |
| "eval_mode": true, | |
| "to_bettertransformer": false, | |
| "low_cpu_mem_usage": null, | |
| "attn_implementation": null, | |
| "cache_implementation": null, | |
| "autocast_enabled": false, | |
| "autocast_dtype": null, | |
| "torch_compile": false, | |
| "torch_compile_target": "forward", | |
| "torch_compile_config": {}, | |
| "quantization_scheme": null, | |
| "quantization_config": {}, | |
| "deepspeed_inference": false, | |
| "deepspeed_inference_config": {}, | |
| "peft_type": null, | |
| "peft_config": {} | |
| }, | |
| "scenario": { | |
| "name": "inference", | |
| "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario", | |
| "iterations": 1, | |
| "duration": 1, | |
| "warmup_runs": 1, | |
| "input_shapes": { | |
| "batch_size": 1, | |
| "num_choices": 2, | |
| "sequence_length": 2 | |
| }, | |
| "new_tokens": null, | |
| "memory": true, | |
| "latency": true, | |
| "energy": true, | |
| "forward_kwargs": {}, | |
| "generate_kwargs": { | |
| "max_new_tokens": 2, | |
| "min_new_tokens": 2 | |
| }, | |
| "call_kwargs": { | |
| "num_inference_steps": 2 | |
| } | |
| }, | |
| "launcher": { | |
| "name": "process", | |
| "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
| "device_isolation": true, | |
| "device_isolation_action": "error", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.25696, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.220-209.869.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 783.966208, | |
| "max_global_vram": 1218.9696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.37777978515625, | |
| "mean": 7.37777978515625, | |
| "stdev": 0.0, | |
| "p50": 7.37777978515625, | |
| "p90": 7.37777978515625, | |
| "p95": 7.37777978515625, | |
| "p99": 7.37777978515625, | |
| "values": [ | |
| 7.37777978515625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.40709674306343e-07, | |
| "ram": 5.000961848399781e-07, | |
| "gpu": 1.7983347719999557e-06, | |
| "total": 3.239140631146277e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1039.568896, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 177, | |
| "total": 1.0024565463066102, | |
| "mean": 0.005663596306817007, | |
| "stdev": 0.00021304246421118356, | |
| "p50": 0.005692416191101074, | |
| "p90": 0.005895859146118163, | |
| "p95": 0.006025420665740967, | |
| "p99": 0.0062228479385375976, | |
| "values": [ | |
| 0.0062228479385375976, | |
| 0.006688767910003662, | |
| 0.006119423866271972, | |
| 0.006022143840789795, | |
| 0.006181888103485108, | |
| 0.006038527965545654, | |
| 0.0060631041526794435, | |
| 0.005806079864501953, | |
| 0.005963776111602783, | |
| 0.006051839828491211, | |
| 0.005852159976959229, | |
| 0.005873663902282715, | |
| 0.005811200141906738, | |
| 0.0057825279235839844, | |
| 0.005808127880096436, | |
| 0.0057292799949646, | |
| 0.005626880168914795, | |
| 0.005563392162322998, | |
| 0.005591040134429932, | |
| 0.005676032066345215, | |
| 0.0057712640762329105, | |
| 0.00568012809753418, | |
| 0.005837823867797852, | |
| 0.005814271926879883, | |
| 0.006056960105895996, | |
| 0.005801983833312988, | |
| 0.005851136207580566, | |
| 0.005656576156616211, | |
| 0.005657599925994873, | |
| 0.005683199882507324, | |
| 0.005790719985961914, | |
| 0.005989376068115234, | |
| 0.005763072013854981, | |
| 0.005785600185394287, | |
| 0.005732351779937744, | |
| 0.005739520072937012, | |
| 0.005715968132019043, | |
| 0.0057077760696411135, | |
| 0.005700640201568604, | |
| 0.005750783920288086, | |
| 0.005803008079528809, | |
| 0.005744639873504639, | |
| 0.005764095783233642, | |
| 0.005626976013183594, | |
| 0.005575679779052735, | |
| 0.005582848072052002, | |
| 0.005640192031860352, | |
| 0.005735424041748047, | |
| 0.005679103851318359, | |
| 0.005760000228881836, | |
| 0.005697535991668701, | |
| 0.005692416191101074, | |
| 0.00572108793258667, | |
| 0.0057190399169921875, | |
| 0.005890175819396972, | |
| 0.005760000228881836, | |
| 0.005761023998260498, | |
| 0.005773312091827393, | |
| 0.005745664119720459, | |
| 0.005925888061523437, | |
| 0.005683199882507324, | |
| 0.005716991901397705, | |
| 0.005851136207580566, | |
| 0.005777408123016357, | |
| 0.005740543842315674, | |
| 0.005766143798828125, | |
| 0.0057784318923950195, | |
| 0.005755904197692871, | |
| 0.00566476821899414, | |
| 0.005593088150024414, | |
| 0.005705728054046631, | |
| 0.005662720203399658, | |
| 0.005698560237884521, | |
| 0.005726208209991455, | |
| 0.005807104110717773, | |
| 0.005777408123016357, | |
| 0.0057190399169921875, | |
| 0.005793791770935058, | |
| 0.005647359848022461, | |
| 0.005909503936767578, | |
| 0.005724160194396972, | |
| 0.005788671970367432, | |
| 0.005715968132019043, | |
| 0.005727231979370117, | |
| 0.005675007820129394, | |
| 0.00571289587020874, | |
| 0.005807104110717773, | |
| 0.00576204776763916, | |
| 0.006022143840789795, | |
| 0.005791744232177734, | |
| 0.005855231761932373, | |
| 0.005866496086120605, | |
| 0.0062228479385375976, | |
| 0.005723135948181152, | |
| 0.005756927967071533, | |
| 0.005728256225585937, | |
| 0.005615615844726562, | |
| 0.0057784318923950195, | |
| 0.005705728054046631, | |
| 0.005742591857910156, | |
| 0.005633024215698243, | |
| 0.005629951953887939, | |
| 0.005448703765869141, | |
| 0.005472256183624268, | |
| 0.005697535991668701, | |
| 0.005586944103240967, | |
| 0.005402624130249023, | |
| 0.005413887977600097, | |
| 0.005386240005493164, | |
| 0.005378047943115235, | |
| 0.005649407863616943, | |
| 0.005775360107421875, | |
| 0.005774335861206055, | |
| 0.005739520072937012, | |
| 0.005816319942474365, | |
| 0.005867519855499268, | |
| 0.005940224170684814, | |
| 0.0060026879310607914, | |
| 0.005904384136199951, | |
| 0.00553984022140503, | |
| 0.0055285758972167965, | |
| 0.005553152084350586, | |
| 0.005509119987487793, | |
| 0.005553152084350586, | |
| 0.005571584224700928, | |
| 0.005547008037567139, | |
| 0.0056217598915100095, | |
| 0.005533696174621582, | |
| 0.005610496044158936, | |
| 0.005561344146728516, | |
| 0.005536767959594726, | |
| 0.005561344146728516, | |
| 0.005565440177917481, | |
| 0.005362688064575195, | |
| 0.005497856140136719, | |
| 0.005406720161437988, | |
| 0.0054568958282470706, | |
| 0.005399551868438721, | |
| 0.005368832111358642, | |
| 0.005420032024383545, | |
| 0.005372928142547607, | |
| 0.005352447986602784, | |
| 0.005389311790466309, | |
| 0.005369855880737305, | |
| 0.00537497615814209, | |
| 0.00542310380935669, | |
| 0.005433343887329102, | |
| 0.005355519771575928, | |
| 0.005404672145843506, | |
| 0.00536678409576416, | |
| 0.0053606400489807126, | |
| 0.0054241280555725096, | |
| 0.005543935775756836, | |
| 0.005604351997375488, | |
| 0.0054579200744628905, | |
| 0.005416959762573242, | |
| 0.005411839962005615, | |
| 0.005388288021087646, | |
| 0.005371903896331787, | |
| 0.005368832111358642, | |
| 0.005385216236114502, | |
| 0.005361760139465332, | |
| 0.005406720161437988, | |
| 0.00537395191192627, | |
| 0.005404672145843506, | |
| 0.005381120204925537, | |
| 0.005371903896331787, | |
| 0.005468287944793701, | |
| 0.005406720161437988, | |
| 0.005420032024383545, | |
| 0.005399551868438721, | |
| 0.005467135906219483, | |
| 0.005500927925109863, | |
| 0.005434368133544922, | |
| 0.005401599884033203, | |
| 0.005402624130249023, | |
| 0.005398528099060058 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 176.5662568139517 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.614947837523388e-08, | |
| "ram": 3.6163698764782814e-08, | |
| "gpu": 1.361205309944124e-07, | |
| "total": 2.384337081344291e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4194037.8641269933 | |
| } | |
| } | |
| } | |
| } |