IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
6216b38
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-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "12035129458b49eb93fa8919571e0352f4f4cb1e", | |
"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": 947.28192, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.301630122000006, | |
"mean": 4.301630122000006, | |
"stdev": 0.0, | |
"p50": 4.301630122000006, | |
"p90": 4.301630122000006, | |
"p95": 4.301630122000006, | |
"p99": 4.301630122000006, | |
"values": [ | |
4.301630122000006 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.87513015500001e-05, | |
"ram": 2.0375543411944797e-06, | |
"gpu": 0, | |
"total": 5.0788855891194576e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 958.029824, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 25, | |
"total": 1.028868996000142, | |
"mean": 0.04115475984000568, | |
"stdev": 0.0005127201470303722, | |
"p50": 0.04107276400003457, | |
"p90": 0.041588373399986264, | |
"p95": 0.042230286199969665, | |
"p99": 0.04256421160001537, | |
"values": [ | |
0.04153860099995654, | |
0.04162155500000608, | |
0.040774299000020164, | |
0.04095103800000288, | |
0.04098161600001049, | |
0.04120100300002605, | |
0.04120517100000143, | |
0.04107276400003457, | |
0.04103774999998677, | |
0.04123519600000236, | |
0.04114612099999704, | |
0.041371681000043736, | |
0.041230708000000504, | |
0.04097380000001749, | |
0.042621604000032676, | |
0.040993417000038335, | |
0.04147479199997406, | |
0.04118813999997428, | |
0.04091678399998955, | |
0.04086935700001959, | |
0.042382468999960565, | |
0.04099330700000792, | |
0.04050362700002097, | |
0.04022725300001184, | |
0.04035694300000614 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 24.298525951496888 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5750409577778e-06, | |
"ram": 6.582407223957854e-08, | |
"gpu": 0.0, | |
"total": 1.6408650300173786e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 609434.6467907899 | |
} | |
} | |
} | |
} |