IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
71a9e88
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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-5.10.225-213.878.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": "0.5.0.dev0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.45.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.0.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": "0.13.0", | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 797.335552, | |
| "max_global_vram": 1226.309632, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.07643033599853516 | |
| ], | |
| "count": 1, | |
| "total": 0.07643033599853516, | |
| "mean": 0.07643033599853516, | |
| "p50": 0.07643033599853516, | |
| "p90": 0.07643033599853516, | |
| "p95": 0.07643033599853516, | |
| "p99": 0.07643033599853516, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1052.954624, | |
| "max_global_vram": 1238.892544, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 591.396864, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.005563392162322998, | |
| 0.0055101442337036136, | |
| 0.0053002238273620605, | |
| 0.00531763219833374, | |
| 0.005232639789581299, | |
| 0.005259263992309571, | |
| 0.005278719902038574, | |
| 0.005213183879852295, | |
| 0.005248000144958496, | |
| 0.005228544235229492, | |
| 0.005223423957824707, | |
| 0.005222400188446045, | |
| 0.005260287761688232, | |
| 0.00521727991104126, | |
| 0.005234687805175781, | |
| 0.005245952129364013, | |
| 0.005253119945526123, | |
| 0.0052070398330688475, | |
| 0.0052295680046081545, | |
| 0.005223423957824707, | |
| 0.005231616020202637, | |
| 0.005215231895446777, | |
| 0.005243904113769531, | |
| 0.005216256141662597, | |
| 0.005248000144958496, | |
| 0.005249023914337158, | |
| 0.005222400188446045, | |
| 0.005208064079284668, | |
| 0.0052633600234985355, | |
| 0.005237760066986084, | |
| 0.005234687805175781, | |
| 0.0052295680046081545, | |
| 0.005252096176147461, | |
| 0.005230591773986816, | |
| 0.0052336640357971195, | |
| 0.005243904113769531, | |
| 0.005246975898742676, | |
| 0.00521830415725708, | |
| 0.005264383792877197, | |
| 0.005238783836364746, | |
| 0.005238783836364746, | |
| 0.005230591773986816, | |
| 0.005249023914337158, | |
| 0.005216256141662597, | |
| 0.005264383792877197, | |
| 0.0053637118339538575, | |
| 0.005251071929931641, | |
| 0.005265408039093018, | |
| 0.005326848030090332, | |
| 0.00522547197341919, | |
| 0.005258240222930908, | |
| 0.005255167961120606, | |
| 0.005251071929931641, | |
| 0.0051968002319335935, | |
| 0.005210112094879151, | |
| 0.005180416107177735, | |
| 0.005195775985717774, | |
| 0.005191679954528809, | |
| 0.0052111358642578124, | |
| 0.00517632007598877, | |
| 0.005193727970123291, | |
| 0.005195775985717774, | |
| 0.005213183879852295, | |
| 0.005202943801879883, | |
| 0.0053637118339538575, | |
| 0.0052408318519592285, | |
| 0.005262335777282715, | |
| 0.005277696132659912, | |
| 0.0052367358207702636, | |
| 0.005231616020202637, | |
| 0.005273600101470947, | |
| 0.005220352172851562, | |
| 0.005279744148254394, | |
| 0.005238783836364746, | |
| 0.005261312007904053, | |
| 0.005224448204040527, | |
| 0.00526643180847168, | |
| 0.005338111877441406, | |
| 0.005469183921813964, | |
| 0.005465087890625, | |
| 0.005478400230407715, | |
| 0.005438464164733887, | |
| 0.005495808124542236, | |
| 0.005392384052276611, | |
| 0.005434368133544922, | |
| 0.0054241280555725096, | |
| 0.005414912223815918, | |
| 0.005426176071166992, | |
| 0.005454847812652588, | |
| 0.005435391902923584, | |
| 0.005987328052520752, | |
| 0.005600255966186523, | |
| 0.005471231937408447, | |
| 0.005480447769165039, | |
| 0.005436416149139404, | |
| 0.00542310380935669, | |
| 0.005478400230407715, | |
| 0.005417984008789062, | |
| 0.005448703765869141, | |
| 0.0054271998405456545, | |
| 0.005413887977600097, | |
| 0.005448703765869141, | |
| 0.005483520030975342, | |
| 0.00546611213684082, | |
| 0.005471231937408447, | |
| 0.005426176071166992, | |
| 0.005991424083709717, | |
| 0.005449728012084961, | |
| 0.005501952171325684, | |
| 0.005462016105651855, | |
| 0.005412864208221436, | |
| 0.005430272102355957, | |
| 0.005694464206695556, | |
| 0.005475327968597412, | |
| 0.005582848072052002, | |
| 0.00563097620010376, | |
| 0.005481472015380859, | |
| 0.005516287803649903, | |
| 0.005469183921813964, | |
| 0.0055101442337036136, | |
| 0.005537792205810547, | |
| 0.005480447769165039, | |
| 0.005581823825836182, | |
| 0.005480447769165039, | |
| 0.005540863990783691, | |
| 0.00546611213684082, | |
| 0.005453824043273926, | |
| 0.005433343887329102, | |
| 0.005495808124542236, | |
| 0.005426176071166992, | |
| 0.005480447769165039, | |
| 0.005440512180328369, | |
| 0.005464064121246338, | |
| 0.005470208168029785, | |
| 0.005443583965301513, | |
| 0.005425151824951172, | |
| 0.005566463947296142, | |
| 0.0055797758102417, | |
| 0.005435391902923584, | |
| 0.005434368133544922, | |
| 0.005430272102355957, | |
| 0.005480447769165039, | |
| 0.005819392204284668, | |
| 0.005932032108306885, | |
| 0.005446720123291016, | |
| 0.005464064121246338, | |
| 0.00546611213684082, | |
| 0.005517312049865723, | |
| 0.005482495784759522, | |
| 0.005432320117950439, | |
| 0.005435391902923584, | |
| 0.005439487934112549, | |
| 0.005479423999786377, | |
| 0.005435391902923584, | |
| 0.005468160152435303, | |
| 0.005448703765869141, | |
| 0.0054271998405456545, | |
| 0.005426176071166992, | |
| 0.005438464164733887, | |
| 0.005422080039978027, | |
| 0.0055316481590271, | |
| 0.005431295871734619, | |
| 0.005459968090057373, | |
| 0.005462016105651855, | |
| 0.005438464164733887, | |
| 0.005464064121246338, | |
| 0.005433343887329102, | |
| 0.005442560195922852, | |
| 0.005506048202514649, | |
| 0.005419007778167725, | |
| 0.00546611213684082, | |
| 0.005455872058868408, | |
| 0.005441535949707031, | |
| 0.005437439918518067, | |
| 0.005434368133544922, | |
| 0.005450751781463623, | |
| 0.005469183921813964, | |
| 0.005426208019256592, | |
| 0.005441535949707031, | |
| 0.005489664077758789, | |
| 0.005516287803649903, | |
| 0.0054568958282470706, | |
| 0.005451776027679443, | |
| 0.005421055793762207, | |
| 0.005761023998260498, | |
| 0.005450751781463623 | |
| ], | |
| "count": 186, | |
| "total": 1.001983071804046, | |
| "mean": 0.005387005762387347, | |
| "p50": 0.0054271998405456545, | |
| "p90": 0.005513216018676758, | |
| "p95": 0.005581311821937562, | |
| "p99": 0.005940326499938965, | |
| "stdev": 0.00014623231917556086, | |
| "stdev_": 2.714538012871095 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 185.63187865550609 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.42982079466968e-08, | |
| "ram": 3.4986878949306175e-08, | |
| "gpu": 1.2686346485405565e-07, | |
| "total": 2.261485517500586e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4421872.226293135 | |
| } | |
| } | |
| } | |
| } |