IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
da44c6a
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+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": {}, | |
"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, | |
"memory": true, | |
"latency": 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-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "a24cd34532cdb9c93a3944992e210e603d844e1c", | |
"transformers_version": "4.44.0", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1121.681408, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.715804810999998, | |
"mean": 4.715804810999998, | |
"stdev": 0.0, | |
"p50": 4.715804810999998, | |
"p90": 4.715804810999998, | |
"p95": 4.715804810999998, | |
"p99": 4.715804810999998, | |
"values": [ | |
4.715804810999998 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.770138923333318e-05, | |
"ram": 2.829747289093254e-06, | |
"gpu": 0, | |
"total": 7.053113652242644e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 976.125952, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.6454036450000729, | |
"mean": 0.043026909666671526, | |
"stdev": 0.0029055180816583486, | |
"p50": 0.04486114600001656, | |
"p90": 0.04585515380001652, | |
"p95": 0.04638405770002123, | |
"p99": 0.046721787540010384, | |
"values": [ | |
0.045061512000017956, | |
0.04486114600001656, | |
0.04459976699999402, | |
0.04516025600000262, | |
0.04489559099999951, | |
0.045314835999988645, | |
0.04680622000000767, | |
0.04620313100002704, | |
0.045333188000000746, | |
0.0398940289999814, | |
0.0394807950000029, | |
0.03953731000001426, | |
0.03956719600000724, | |
0.03945583800000918, | |
0.039232830000003105 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 46.48253884589792 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5487615141025882e-06, | |
"ram": 6.472580847460268e-08, | |
"gpu": 0.0, | |
"total": 1.613487322577191e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1239551.1089640544 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 976.257024, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.4020661709999729, | |
"mean": 0.02680441139999819, | |
"stdev": 0.001931607825549768, | |
"p50": 0.028111171999995577, | |
"p90": 0.02845175379999887, | |
"p95": 0.02866503369999691, | |
"p99": 0.0290564675399969, | |
"values": [ | |
0.028354957999994213, | |
0.028026362999980847, | |
0.028446379000001798, | |
0.028111171999995577, | |
0.02823457299999177, | |
0.02836903499999721, | |
0.028455336999996916, | |
0.0291543259999969, | |
0.02815094600001089, | |
0.024450964000010345, | |
0.02436543400000346, | |
0.024442888999999468, | |
0.024785009999988006, | |
0.024440144000010378, | |
0.024278640999995105 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.30729188853098 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.845807070779222e-07, | |
"ram": 4.1147333338867344e-08, | |
"gpu": 0.0, | |
"total": 1.0257280404167892e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 974917.2885959762 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.3958743199999617, | |
"mean": 0.02639162133333078, | |
"stdev": 0.0018437370152611242, | |
"p50": 0.02763207399999601, | |
"p90": 0.02796279800000434, | |
"p95": 0.028194725699995614, | |
"p99": 0.02859216833998744, | |
"values": [ | |
0.027841886999993903, | |
0.02755408799998804, | |
0.027934280000010858, | |
0.02763207399999601, | |
0.02774782099999129, | |
0.027881792000016503, | |
0.027981809999999996, | |
0.028691528999985394, | |
0.027668903000005685, | |
0.024156933000000436, | |
0.02405346899999472, | |
0.024146893999983376, | |
0.02446940900000527, | |
0.024126375999998118, | |
0.023987054999992097 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.890813427861275 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |