IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
2342705
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": "c8d76f6e24e813974534bb204a76658d503b7b1f", | |
"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": 947.707904, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.421683085999973, | |
"mean": 4.421683085999973, | |
"stdev": 0.0, | |
"p50": 4.421683085999973, | |
"p90": 4.421683085999973, | |
"p95": 4.421683085999973, | |
"p99": 4.421683085999973, | |
"values": [ | |
4.421683085999973 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.875416623221504e-05, | |
"ram": 2.0376931764383245e-06, | |
"gpu": 0, | |
"total": 5.079185940865336e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 959.111168, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 22, | |
"total": 1.012706651999963, | |
"mean": 0.046032120545452866, | |
"stdev": 0.001005889480226113, | |
"p50": 0.04614950699999554, | |
"p90": 0.047429592799989, | |
"p95": 0.04778156560000468, | |
"p99": 0.04795890731002259, | |
"values": [ | |
0.046109652999973605, | |
0.04533888099996375, | |
0.044678125000018554, | |
0.04779767700000548, | |
0.046744681999996374, | |
0.04618936100001747, | |
0.045197929999972075, | |
0.04395835799999759, | |
0.04598928999996588, | |
0.04747544899998957, | |
0.04590820800001438, | |
0.046407256000009056, | |
0.04488223300000982, | |
0.048001766000027146, | |
0.04632859999998118, | |
0.04701688699998385, | |
0.046236227999997936, | |
0.04505365300002495, | |
0.045328802999961226, | |
0.046577071000001524, | |
0.046389763000036055, | |
0.04509677800001555 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 21.723961185159474 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5713959270053442e-06, | |
"ram": 6.567162620376622e-08, | |
"gpu": 0.0, | |
"total": 1.6370675532091105e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 610848.3416214072 | |
} | |
} | |
} | |
} |