IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
b297afd
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": "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-6.5.0-1022-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.2.1", | |
"optimum_benchmark_commit": "3b8c49a169ebd79001b2a83fbf2b332612417102", | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"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": 956.985344, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.6619469620000586, | |
"mean": 0.044129797466670576, | |
"stdev": 0.002180577741411704, | |
"p50": 0.043776980000018284, | |
"p90": 0.04781995980001739, | |
"p95": 0.048631943099991304, | |
"p99": 0.04880535661996532, | |
"values": [ | |
0.04884870999995883, | |
0.04853904300000522, | |
0.043825962000028085, | |
0.04322396699996034, | |
0.04261489099997107, | |
0.04489405600003238, | |
0.043776980000018284, | |
0.042662579000023015, | |
0.04390447699995548, | |
0.04674133500003563, | |
0.0427032950000239, | |
0.04433308800003033, | |
0.041481443999998646, | |
0.04194865600004505, | |
0.042448478999972394 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 45.32085155184585 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6324496379605049e-06, | |
"ram": 6.821928384880493e-08, | |
"gpu": 0.0, | |
"total": 1.7006689218093096e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1176007.8486483057 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 956.985344, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.3971508969999604, | |
"mean": 0.02647672646666403, | |
"stdev": 0.0011445116238779911, | |
"p50": 0.026342206000038004, | |
"p90": 0.027135782200002723, | |
"p95": 0.0282082983000123, | |
"p99": 0.029789475660006698, | |
"values": [ | |
0.0301847700000053, | |
0.026545234000025175, | |
0.026655189999985396, | |
0.026127936000023055, | |
0.026617179000027136, | |
0.026797596999983853, | |
0.02609939299998132, | |
0.026398731999961456, | |
0.026342206000038004, | |
0.026330413999971825, | |
0.027361239000015303, | |
0.025051926999992702, | |
0.025565955999979906, | |
0.02543549299997494, | |
0.025637630999995054 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.76901956739505 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.56197055401625e-07, | |
"ram": 3.9965275882281064e-08, | |
"gpu": 0.0, | |
"total": 9.961623312839072e-07 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1003852.4531550462 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.9805076190000364, | |
"mean": 0.0700362585000026, | |
"stdev": 0.002102027039272845, | |
"p50": 0.06975170500001582, | |
"p90": 0.07267594009999244, | |
"p95": 0.07386498314999983, | |
"p99": 0.07501496783000278, | |
"values": [ | |
0.07530246400000351, | |
0.07049988800002893, | |
0.06935783399995898, | |
0.06924855100004379, | |
0.07170757199997979, | |
0.06985371000001805, | |
0.06911311799996156, | |
0.07027120899999773, | |
0.07309095499999785, | |
0.06985858000001599, | |
0.06964970000001358, | |
0.06704113899996855, | |
0.06742579700005535, | |
0.06808710199999268 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 14.278318422734745 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |