IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
40b2e09
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-classification", | |
"library": "transformers", | |
"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": {}, | |
"hub_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, | |
"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", | |
"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-6.5.0-1022-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "2c8ab57de1af767ec2e6a2cf774f52cea6a0db26", | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 936.833024, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 30, | |
"total": 1.0281147619998592, | |
"mean": 0.034270492066661974, | |
"stdev": 0.0019223535907324756, | |
"p50": 0.035063915999984374, | |
"p90": 0.035854227900040316, | |
"p95": 0.03594990539996275, | |
"p99": 0.036019693059960216, | |
"values": [ | |
0.03602076199996418, | |
0.03503670999998576, | |
0.0351899249999974, | |
0.03414096400001654, | |
0.03554006699999945, | |
0.03513388199996825, | |
0.03485442100003411, | |
0.035160080999958154, | |
0.03442233700002362, | |
0.034280443000000105, | |
0.035867807999977686, | |
0.03473856599998726, | |
0.03509112199998299, | |
0.03495292399998107, | |
0.035379578999993555, | |
0.03501384800000551, | |
0.03534937200004151, | |
0.03548676799999839, | |
0.03546419600002082, | |
0.034524105999992116, | |
0.03548876100001053, | |
0.03585271900004727, | |
0.03601707599995052, | |
0.03530410700000175, | |
0.031821875999980875, | |
0.032093072000009215, | |
0.030286681000006865, | |
0.029568312999970203, | |
0.029960982999966745, | |
0.030073292999986734 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 29.179621875718293 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.1783257029414956e-06, | |
"ram": 4.924426242268964e-08, | |
"gpu": 0.0, | |
"total": 1.2275699653641853e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 814617.5193389717 | |
} | |
} | |
} | |
} |