IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
a3500d7
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-classification", | |
"library": "transformers", | |
"model_type": "roberta", | |
"model": "FacebookAI/roberta-base", | |
"processor": "FacebookAI/roberta-base", | |
"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": "warn", | |
"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": "f9861fced16a3dc82c7a05e66fd9a3b22cd9c663", | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.34.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 945.225728, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.281228994000003, | |
"mean": 4.281228994000003, | |
"stdev": 0.0, | |
"p50": 4.281228994000003, | |
"p90": 4.281228994000003, | |
"p95": 4.281228994000003, | |
"p99": 4.281228994000003, | |
"values": [ | |
4.281228994000003 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.775479764999994e-05, | |
"ram": 1.995921584449327e-06, | |
"gpu": 0, | |
"total": 4.975071923444927e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 952.696832, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 30, | |
"total": 1.0246221910001623, | |
"mean": 0.03415407303333874, | |
"stdev": 0.0008667850380106075, | |
"p50": 0.034221022000025414, | |
"p90": 0.03509310490002804, | |
"p95": 0.035315286699986355, | |
"p99": 0.03549168666997616, | |
"values": [ | |
0.03426483900000221, | |
0.03412714099999903, | |
0.03335735799998929, | |
0.0327960570000414, | |
0.03427609100003792, | |
0.03481796599999143, | |
0.034900551000021096, | |
0.03422488400002521, | |
0.03351230900000246, | |
0.03326726000000235, | |
0.03221321400002353, | |
0.03479178700001739, | |
0.03466418800002202, | |
0.034217160000025615, | |
0.034101082999995924, | |
0.03363553899998806, | |
0.03299154300003693, | |
0.035041845000023386, | |
0.03419565900003363, | |
0.03512613399999509, | |
0.034875152999973125, | |
0.03413210999997318, | |
0.034175091000008706, | |
0.032619765999982064, | |
0.0350894350000317, | |
0.03496942999998964, | |
0.035500524999974914, | |
0.03451015999996798, | |
0.035470047999979215, | |
0.03275786500000777 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 29.279084782183144 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.1389186511111248e-06, | |
"ram": 4.7597859689931654e-08, | |
"gpu": 0.0, | |
"total": 1.1865165108010566e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 842803.2740352403 | |
} | |
} | |
} | |
} |