IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
9347266
verified
{ | |
"config": { | |
"name": "cpu_training_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.5.1+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": "training", | |
"_target_": "optimum_benchmark.scenarios.training.scenario.TrainingScenario", | |
"max_steps": 5, | |
"warmup_steps": 2, | |
"dataset_shapes": { | |
"dataset_size": 500, | |
"sequence_length": 16, | |
"num_choices": 1 | |
}, | |
"training_arguments": { | |
"per_device_train_batch_size": 2, | |
"gradient_accumulation_steps": 1, | |
"output_dir": "./trainer_output", | |
"evaluation_strategy": "no", | |
"eval_strategy": "no", | |
"save_strategy": "no", | |
"do_train": true, | |
"use_cpu": false, | |
"max_steps": 5, | |
"do_eval": false, | |
"do_predict": false, | |
"report_to": "none", | |
"skip_memory_metrics": true, | |
"ddp_find_unused_parameters": false | |
}, | |
"latency": true, | |
"memory": true, | |
"energy": true | |
}, | |
"launcher": { | |
"name": "process", | |
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
"device_isolation": false, | |
"device_isolation_action": null, | |
"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": "3.10.15", | |
"optimum_benchmark_version": "0.5.0.dev0", | |
"optimum_benchmark_commit": "6e6b10363f3ac65926881f2c6a6113b6cefc06cd", | |
"transformers_version": "4.46.3", | |
"transformers_commit": null, | |
"accelerate_version": "1.1.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.11", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 2857.537536, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.8189718149999976, | |
0.7118940689999818, | |
0.724187795999967, | |
0.706385393000005, | |
0.7016498149999961 | |
], | |
"count": 5, | |
"total": 3.6630888879999475, | |
"mean": 0.7326177775999895, | |
"p50": 0.7118940689999818, | |
"p90": 0.7810582073999853, | |
"p95": 0.8000150111999914, | |
"p99": 0.8151804542399964, | |
"stdev": 0.04382855044966202, | |
"stdev_": 5.982457945975818 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 13.64968242070153 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.00014976657920000143, | |
"ram": 6.260161869654004e-06, | |
"gpu": 0, | |
"total": 0.00015602674106965543 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 64091.577709334284 | |
} | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 2857.537536, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.8189718149999976, | |
0.7118940689999818 | |
], | |
"count": 2, | |
"total": 1.5308658839999794, | |
"mean": 0.7654329419999897, | |
"p50": 0.7654329419999897, | |
"p90": 0.808264040399996, | |
"p95": 0.8136179276999969, | |
"p99": 0.8179010375399974, | |
"stdev": 0.053538873000007925, | |
"stdev_": 6.994586992835311 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 5.225800694634924 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 2857.537536, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.724187795999967, | |
0.706385393000005, | |
0.7016498149999961 | |
], | |
"count": 3, | |
"total": 2.132223003999968, | |
"mean": 0.7107410013333227, | |
"p50": 0.706385393000005, | |
"p90": 0.7206273153999746, | |
"p95": 0.7224075556999707, | |
"p99": 0.7238317479399677, | |
"stdev": 0.009702873796070642, | |
"stdev_": 1.3651771570612115 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 8.441893726046803 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |