
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
cb0b6c6
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": 66697.261056, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.223-211.872.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": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.1", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 782.934016, | |
"max_global_vram": 1218.9696, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.3871767578125, | |
"mean": 7.3871767578125, | |
"stdev": 0.0, | |
"p50": 7.3871767578125, | |
"p90": 7.3871767578125, | |
"p95": 7.3871767578125, | |
"p99": 7.3871767578125, | |
"values": [ | |
7.3871767578125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.284789062503605e-07, | |
"ram": 4.925250546759802e-07, | |
"gpu": 0.0, | |
"total": 1.4210039609263406e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1038.536704, | |
"max_global_vram": 1229.45536, | |
"max_process_vram": 0.0, | |
"max_reserved": 589.299712, | |
"max_allocated": 449.025024 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 182, | |
"total": 1.0047347192764282, | |
"mean": 0.005520520435584771, | |
"stdev": 0.00019529966324990727, | |
"p50": 0.005518336057662963, | |
"p90": 0.005763890981674194, | |
"p95": 0.005809561491012573, | |
"p99": 0.006080696425437927, | |
"values": [ | |
0.006056960105895996, | |
0.006181888103485108, | |
0.0057794561386108395, | |
0.00570470380783081, | |
0.005672959804534912, | |
0.005639167785644531, | |
0.005667840003967285, | |
0.005568511962890625, | |
0.005607423782348633, | |
0.005541888236999512, | |
0.005557248115539551, | |
0.005588992118835449, | |
0.0055244798660278325, | |
0.005565440177917481, | |
0.005550079822540284, | |
0.0055203838348388675, | |
0.005591040134429932, | |
0.005416959762573242, | |
0.005414912223815918, | |
0.00546611213684082, | |
0.005469183921813964, | |
0.005485568046569824, | |
0.005599232196807862, | |
0.005567488193511963, | |
0.005631999969482422, | |
0.005527552127838135, | |
0.005633024215698243, | |
0.005548031806945801, | |
0.005480480194091797, | |
0.005452799797058106, | |
0.005542912006378174, | |
0.005561344146728516, | |
0.005791744232177734, | |
0.0055552000999450684, | |
0.005587967872619629, | |
0.005542912006378174, | |
0.005610496044158936, | |
0.005533696174621582, | |
0.005480447769165039, | |
0.005508096218109131, | |
0.005517312049865723, | |
0.0055101442337036136, | |
0.005649407863616943, | |
0.005550079822540284, | |
0.005509119987487793, | |
0.005336063861846924, | |
0.005426176071166992, | |
0.005443583965301513, | |
0.005486591815948487, | |
0.005453824043273926, | |
0.005687295913696289, | |
0.005489759922027588, | |
0.005559296131134033, | |
0.005483520030975342, | |
0.00552243185043335, | |
0.005628928184509278, | |
0.005586944103240967, | |
0.005605375766754151, | |
0.005581823825836182, | |
0.005566463947296142, | |
0.005577727794647217, | |
0.00550707197189331, | |
0.005439487934112549, | |
0.005519360065460205, | |
0.005534719944000244, | |
0.005631999969482422, | |
0.005517312049865723, | |
0.005483520030975342, | |
0.005557248115539551, | |
0.005510240077972412, | |
0.005422080039978027, | |
0.005582848072052002, | |
0.005607423782348633, | |
0.00570470380783081, | |
0.005989376068115234, | |
0.005790719985961914, | |
0.005846015930175781, | |
0.005728256225585937, | |
0.0056555519104003905, | |
0.005679103851318359, | |
0.005797887802124023, | |
0.005666816234588623, | |
0.005764095783233642, | |
0.00576204776763916, | |
0.005773312091827393, | |
0.005686272144317627, | |
0.0057712640762329105, | |
0.0058122239112854005, | |
0.005793791770935058, | |
0.005810175895690918, | |
0.005780479907989502, | |
0.005847040176391601, | |
0.006448128223419189, | |
0.005738495826721191, | |
0.0057118721008300784, | |
0.005743616104125977, | |
0.005640192031860352, | |
0.005540863990783691, | |
0.005695487976074219, | |
0.005692416191101074, | |
0.00561356782913208, | |
0.005582848072052002, | |
0.005638144016265869, | |
0.005468160152435303, | |
0.0054609918594360355, | |
0.00568832015991211, | |
0.005695487976074219, | |
0.005560319900512695, | |
0.005488639831542969, | |
0.005393407821655274, | |
0.005478432178497314, | |
0.005444608211517334, | |
0.005641215801239013, | |
0.005583871841430664, | |
0.005640192031860352, | |
0.0056217598915100095, | |
0.005692416191101074, | |
0.005679103851318359, | |
0.005967872142791748, | |
0.005646336078643799, | |
0.0055285758972167965, | |
0.005454847812652588, | |
0.005402624130249023, | |
0.005458943843841553, | |
0.005452799797058106, | |
0.0053340158462524415, | |
0.005377024173736572, | |
0.005328896045684814, | |
0.00535756778717041, | |
0.005378047943115235, | |
0.005321728229522705, | |
0.00530944013595581, | |
0.005387263774871826, | |
0.005284863948822022, | |
0.0053340158462524415, | |
0.005342207908630371, | |
0.005288959980010987, | |
0.0052930560111999515, | |
0.005315584182739258, | |
0.005250048160552978, | |
0.0051066880226135255, | |
0.005127168178558349, | |
0.005305344104766845, | |
0.005314559936523438, | |
0.005368832111358642, | |
0.005302271842956543, | |
0.005343232154846191, | |
0.005275648117065429, | |
0.005322751998901368, | |
0.00526643180847168, | |
0.005331967830657959, | |
0.005311488151550293, | |
0.0052930560111999515, | |
0.005347328186035156, | |
0.005332992076873779, | |
0.005248000144958496, | |
0.005321728229522705, | |
0.005322751998901368, | |
0.005325823783874512, | |
0.005323775768280029, | |
0.005296127796173096, | |
0.005272575855255127, | |
0.005292031764984131, | |
0.005278719902038574, | |
0.005306367874145508, | |
0.005281792163848877, | |
0.005323775768280029, | |
0.005336063861846924, | |
0.005288959980010987, | |
0.00531763219833374, | |
0.005326848030090332, | |
0.0053002238273620605, | |
0.005352447986602784, | |
0.005274623870849609, | |
0.005291007995605469, | |
0.00531763219833374, | |
0.005295104026794434, | |
0.005268479824066162, | |
0.006003712177276611, | |
0.005356544017791748, | |
0.005414912223815918, | |
0.005379072189331055 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 181.14234186220764 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.31245978686373e-08, | |
"ram": 3.450291927057605e-08, | |
"gpu": 1.283304809148934e-07, | |
"total": 2.2595799805410675e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4425601.256037616 | |
} | |
} | |
} | |
} |