IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
46a75ca
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "multiple-choice", | |
"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": "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-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "0aac0108c378c328492774ddb431ea89a3c2b507", | |
"transformers_version": "4.43.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"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": 946.532352, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.307709795999983, | |
"mean": 4.307709795999983, | |
"stdev": 0.0, | |
"p50": 4.307709795999983, | |
"p90": 4.307709795999983, | |
"p95": 4.307709795999983, | |
"p99": 4.307709795999983, | |
"values": [ | |
4.307709795999983 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.783132208718194e-05, | |
"ram": 1.999129382605815e-06, | |
"gpu": 0, | |
"total": 4.983045146978776e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 957.411328, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 23, | |
"total": 1.0153517069999793, | |
"mean": 0.04414572639130345, | |
"stdev": 0.0015106970401920165, | |
"p50": 0.04451810599999817, | |
"p90": 0.045322792000001756, | |
"p95": 0.045371968200015544, | |
"p99": 0.04548466528000631, | |
"values": [ | |
0.04495050700001002, | |
0.044099429999960194, | |
0.04251703099998849, | |
0.045374002000016844, | |
0.04508708299999853, | |
0.04451810599999817, | |
0.04371503900000562, | |
0.04243762199996581, | |
0.044912736000014775, | |
0.0449370410000256, | |
0.04456474299996671, | |
0.04400469300003351, | |
0.04357656899998119, | |
0.04551587800000334, | |
0.04491707399995448, | |
0.04519930399999339, | |
0.04441617400004816, | |
0.04322078100000226, | |
0.045353664000003846, | |
0.0443925200000308, | |
0.0444922570000017, | |
0.04492484700000432, | |
0.03822460599997157 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 22.652249305767373 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.4888758522002296e-06, | |
"ram": 6.222339204782656e-08, | |
"gpu": 0.0, | |
"total": 1.5510992442480562e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 644704.072746023 | |
} | |
} | |
} | |
} |