IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
85872ae
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-classification", | |
"model": "FacebookAI/roberta-base", | |
"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": 16757.342208, | |
"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": "8d79709992edcccdc1bf81d55005e3bb3ccf994a", | |
"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": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 939.491328, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 33, | |
"total": 1.029556896000031, | |
"mean": 0.031198693818182757, | |
"stdev": 0.0007658390428683259, | |
"p50": 0.030985643000008167, | |
"p90": 0.03198925599999143, | |
"p95": 0.03289360460000239, | |
"p99": 0.03356392168000525, | |
"values": [ | |
0.031584143999992875, | |
0.03143743199998994, | |
0.031447220000018206, | |
0.030897688999999673, | |
0.03046746100000064, | |
0.030889393999984804, | |
0.03120596100001194, | |
0.030589558000002626, | |
0.030941681999991033, | |
0.031534481999983655, | |
0.030985643000008167, | |
0.030758852000019488, | |
0.03133175499999652, | |
0.03155360700000642, | |
0.031051024000021243, | |
0.03209053399999107, | |
0.03301791499998785, | |
0.03118267900001115, | |
0.03086250499998755, | |
0.03143515700000421, | |
0.031093083000001798, | |
0.03095364399999312, | |
0.031012121999992814, | |
0.03060964499999841, | |
0.03092670600000247, | |
0.030901977000013403, | |
0.030246801000004098, | |
0.03040864799999099, | |
0.030680375999992293, | |
0.03382086600001344, | |
0.03281073100001208, | |
0.03050770600000874, | |
0.030319896999998264 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 32.05262392803108 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.1712540208903796e-06, | |
"ram": 4.8948849378187815e-08, | |
"gpu": 0.0, | |
"total": 1.2202028702685675e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 819535.852902804 | |
} | |
} | |
} | |
} |