IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
863c0e6
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", | |
"library": "transformers", | |
"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", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 4, | |
"cpu_ram_mb": 16757.354496, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.2.1", | |
"optimum_benchmark_commit": "d8c451da5aac8852b6a6e83b9b56a2aa6f007535", | |
"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": "1.0.3", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 955.645952, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 13, | |
"total": 0.662485601999947, | |
"mean": 0.05096043092307285, | |
"stdev": 0.001101209430659164, | |
"p50": 0.05132497399998215, | |
"p90": 0.0520375321999893, | |
"p95": 0.0523162093999872, | |
"p99": 0.05257836187999146, | |
"values": [ | |
0.05121247600001766, | |
0.051425492999982225, | |
0.04911277399997971, | |
0.05209774899998365, | |
0.05264389999999253, | |
0.048750125999987404, | |
0.05132497399998215, | |
0.05076386700000057, | |
0.0517966650000119, | |
0.050193400000011934, | |
0.05138464499998463, | |
0.05005046400000879, | |
0.05172906900000385 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 39.24613594847919 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.7080156699470853e-06, | |
"ram": 7.137709808472189e-08, | |
"gpu": 0.0, | |
"total": 1.7793927680318072e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1123978.9415420673 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 955.645952, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 13, | |
"total": 0.41250339700002314, | |
"mean": 0.031731030538463316, | |
"stdev": 0.0007622808331194323, | |
"p50": 0.032074269000020195, | |
"p90": 0.03241323679999368, | |
"p95": 0.032445448999988004, | |
"p99": 0.03246455059998425, | |
"values": [ | |
0.03169805599998199, | |
0.032074269000020195, | |
0.032161913000010145, | |
0.03218302199999812, | |
0.0317578469999944, | |
0.03231234400001881, | |
0.03145086399999286, | |
0.0323480600000039, | |
0.03242953099999113, | |
0.03246932599998331, | |
0.0313359800000228, | |
0.03017547199999626, | |
0.030106713000009222 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 31.514891985239267 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.987249389746722e-07, | |
"ram": 4.174241319631031e-08, | |
"gpu": 0.0, | |
"total": 1.040467352170983e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 961106.5622707468 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 12, | |
"total": 0.9924372350000112, | |
"mean": 0.0827031029166676, | |
"stdev": 0.0012935412306620518, | |
"p50": 0.08273239200001115, | |
"p90": 0.08427710450000347, | |
"p95": 0.08437042434999284, | |
"p99": 0.08446047606998264, | |
"values": [ | |
0.08352961800000003, | |
0.08126260400001684, | |
0.08427832600000329, | |
0.08448298899998008, | |
0.08106825999999501, | |
0.08275965800001472, | |
0.0831345679999913, | |
0.08426611100000514, | |
0.0826907990000052, | |
0.08270512600000757, | |
0.0802886419999993, | |
0.08197053399999277 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 12.091444755193878 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |