IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
3990ad7
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-generation", | |
"library": "transformers", | |
"model_type": "gpt2", | |
"model": "openai-community/gpt2", | |
"processor": "openai-community/gpt2", | |
"device": "cpu", | |
"device_ids": null, | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"model_kwargs": {}, | |
"processor_kwargs": {}, | |
"hub_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, | |
"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", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 4, | |
"cpu_ram_mb": 16757.342208, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "674d8c572ada4aac26b730928ac88a3effc914de", | |
"transformers_version": "4.42.4", | |
"transformers_commit": null, | |
"accelerate_version": "0.32.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 951.169024, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.651997793999783, | |
"mean": 0.04346651959998553, | |
"stdev": 0.0018563076160604478, | |
"p50": 0.04241198599999052, | |
"p90": 0.04671048879998807, | |
"p95": 0.04679353020000008, | |
"p99": 0.04680695563999279, | |
"values": [ | |
0.04576482500004886, | |
0.042967419999968115, | |
0.042281572000035794, | |
0.04210176699996282, | |
0.04235397700000476, | |
0.042249752999964585, | |
0.042684934999954294, | |
0.04210051599994813, | |
0.04183603200004882, | |
0.04681031199999097, | |
0.046596714999964206, | |
0.04678633800000398, | |
0.04224789999994982, | |
0.042803745999947296, | |
0.04241198599999052 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 46.01242561874371 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6525432467460635e-06, | |
"ram": 6.906195599910347e-08, | |
"gpu": 0.0, | |
"total": 1.7216052027451668e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1161706.5264503858 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 951.169024, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.40866484299999684, | |
"mean": 0.027244322866666455, | |
"stdev": 0.0016764205992976003, | |
"p50": 0.026517742999999427, | |
"p90": 0.029772413199987115, | |
"p95": 0.030090030100001285, | |
"p99": 0.030550253220022795, | |
"values": [ | |
0.02569557999999006, | |
0.026732293000009122, | |
0.02600638999996363, | |
0.026550244000020484, | |
0.026506561999951828, | |
0.02580723900001658, | |
0.026344940000001316, | |
0.025876207000010254, | |
0.028901275999999143, | |
0.029843481999989763, | |
0.02966580999998314, | |
0.030665309000028174, | |
0.025334357000019736, | |
0.026517742999999427, | |
0.02821741100001418 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 36.70489462681799 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.659159073123232e-07, | |
"ram": 4.0366258564091585e-08, | |
"gpu": 0.0, | |
"total": 1.0062821658764144e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 993757.0533499985 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.4029724250000868, | |
"mean": 0.02686482833333912, | |
"stdev": 0.0016246870931077404, | |
"p50": 0.026195022000024437, | |
"p90": 0.02925115600000936, | |
"p95": 0.02962354190001406, | |
"p99": 0.0301667827799929, | |
"values": [ | |
0.025339305999978023, | |
0.026379845999997542, | |
0.02566390199996249, | |
0.026195022000024437, | |
0.026159093999979177, | |
0.025473046000001887, | |
0.0260016810000252, | |
0.02552204700003813, | |
0.028392617999998038, | |
0.029332520000025397, | |
0.029129109999985303, | |
0.03030259299998761, | |
0.02502849700005072, | |
0.02620063200004097, | |
0.027852510999991864 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.22339065755372 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |