IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
a4239be
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-generation", | |
"model": "openai-community/gpt2", | |
"library": "transformers", | |
"device": "cpu", | |
"device_ids": null, | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"hub_kwargs": { | |
"revision": "main", | |
"force_download": false, | |
"local_files_only": false, | |
"trust_remote_code": false | |
}, | |
"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, | |
"latency": true, | |
"memory": 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": false, | |
"device_isolation_action": "error", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 4, | |
"cpu_ram_mb": 16757.338112, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.2.0", | |
"optimum_benchmark_commit": "3e2eebdc0f80ae6deeb2e1faad3e889ed5a4df2d", | |
"transformers_version": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 958.312448, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.6226214250000339, | |
"mean": 0.04447295892857385, | |
"stdev": 0.0006497683664670401, | |
"p50": 0.04445699649998858, | |
"p90": 0.04529145000000767, | |
"p95": 0.04560630480000612, | |
"p99": 0.045885101759996015, | |
"values": [ | |
0.045954800999993495, | |
0.04446333299998173, | |
0.044494441000011875, | |
0.04426547500000311, | |
0.04376506200000563, | |
0.04499464299999545, | |
0.04426369099999761, | |
0.04452789300000859, | |
0.043635319999992817, | |
0.04387021799999502, | |
0.04445065999999542, | |
0.04541865300001291, | |
0.043626325000019506, | |
0.04489091000002077 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 44.97114759582595 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6963920155585101e-06, | |
"ram": 7.089398842205409e-08, | |
"gpu": 0.0, | |
"total": 1.767286003980564e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1131678.741016044 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 958.312448, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.3892796470000519, | |
"mean": 0.027805689071432278, | |
"stdev": 0.0009139966924691778, | |
"p50": 0.02751088150000669, | |
"p90": 0.028758083700014935, | |
"p95": 0.0293590112500155, | |
"p99": 0.030069515850009054, | |
"values": [ | |
0.0284717760000035, | |
0.027489577000011423, | |
0.028459322999992764, | |
0.027429003000008834, | |
0.02726347500001225, | |
0.027557150999996338, | |
0.027213382000013553, | |
0.02688716399998725, | |
0.027532186000001957, | |
0.028088781999997536, | |
0.028880787000019836, | |
0.02703322499999672, | |
0.030247142000007443, | |
0.026726674000002504 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 35.963863273843685 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.0036530932366561e-06, | |
"ram": 4.1946113965940766e-08, | |
"gpu": 0.0, | |
"total": 1.0455992072025971e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 956389.4015139955 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 13, | |
"total": 0.9377388369999835, | |
"mean": 0.07213375669230643, | |
"stdev": 0.0007910113430319274, | |
"p50": 0.07195642499999622, | |
"p90": 0.0731509747999894, | |
"p95": 0.07340619199998741, | |
"p99": 0.07365363199999024, | |
"values": [ | |
0.07198634099998458, | |
0.07295490600000676, | |
0.07172076599999855, | |
0.07105912399998715, | |
0.07256558100002053, | |
0.07149065799998766, | |
0.07143760900001439, | |
0.07115158700000279, | |
0.07195642499999622, | |
0.07319999199998506, | |
0.07267799000001673, | |
0.07371549199999095, | |
0.07182236599999214 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 13.863134901812996 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |