IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
4670446
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": 16757.346304, | |
"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": "d35829e539df8480b726c647eeabf91e41eae047", | |
"transformers_version": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.0", | |
"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": 948.645888, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.6339867150000487, | |
"mean": 0.04528476535714633, | |
"stdev": 0.0016215549762257887, | |
"p50": 0.04481703600001197, | |
"p90": 0.0462271221999913, | |
"p95": 0.04779731334999155, | |
"p99": 0.050004287469986364, | |
"values": [ | |
0.04631184999999505, | |
0.045226536999962264, | |
0.04494494300001861, | |
0.044653621000009025, | |
0.0438055200000349, | |
0.043956301000037, | |
0.04468912900000532, | |
0.044451223999999456, | |
0.045247165999967365, | |
0.04547249600000214, | |
0.04428059600002143, | |
0.04436187700002847, | |
0.05055603099998507, | |
0.046029423999982555 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 44.16496329895154 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6950056748689663e-06, | |
"ram": 7.08365921310357e-08, | |
"gpu": 0.0, | |
"total": 1.765842267000002e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1132603.9915206071 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 948.645888, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.3902009259998067, | |
"mean": 0.02787149471427191, | |
"stdev": 0.0009935493351508349, | |
"p50": 0.027663960000012366, | |
"p90": 0.028723292899968556, | |
"p95": 0.029497946349965786, | |
"p99": 0.030467642869971313, | |
"values": [ | |
0.028845265999962066, | |
0.02765952700002572, | |
0.028438688999983697, | |
0.027900404999968487, | |
0.026684158999955798, | |
0.0275202869999589, | |
0.028259613999978228, | |
0.027668392999999014, | |
0.0281797860000097, | |
0.027368894999995064, | |
0.027082210000003215, | |
0.030710066999972696, | |
0.026835671000014827, | |
0.027047956999979306 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 35.87895124576648 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.013396446639597e-06, | |
"ram": 4.2353689736012584e-08, | |
"gpu": 0.0, | |
"total": 1.0557501363756092e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 947193.8156058408 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 13, | |
"total": 0.9492799199999808, | |
"mean": 0.07302153230769083, | |
"stdev": 0.0016894624988902415, | |
"p50": 0.07290782799998397, | |
"p90": 0.07464429679997693, | |
"p95": 0.07599381059999359, | |
"p99": 0.07726914132003003, | |
"values": [ | |
0.07292421599998988, | |
0.07337603700000273, | |
0.0725685219999832, | |
0.07053093600001148, | |
0.07146733100000802, | |
0.07290782799998397, | |
0.07216007099998478, | |
0.07349734400003172, | |
0.07284272300000794, | |
0.07139964499998541, | |
0.07493103499996323, | |
0.07758797400003914, | |
0.07308625799998936 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 13.694590737788136 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |