IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
8f8540f
verified
{ | |
"config": { | |
"name": "cpu_training_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.5.1+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"library": "transformers", | |
"model_type": "deberta-v2", | |
"model": "microsoft/deberta-v3-base", | |
"processor": "microsoft/deberta-v3-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": "6ccc9c44187835220f844c26c6056f5580ee256e", | |
"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": 4422.344704, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
1.3691509149999774, | |
1.142863809000005, | |
1.160615201999974, | |
1.1075844459999757, | |
1.116789539000024 | |
], | |
"count": 5, | |
"total": 5.897003910999956, | |
"mean": 1.1794007821999912, | |
"p50": 1.142863809000005, | |
"p90": 1.2857366297999762, | |
"p95": 1.3274437723999768, | |
"p99": 1.3608094864799773, | |
"stdev": 0.09671681885992663, | |
"stdev_": 8.200504893638975 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 8.478881946598792 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.00023743020346111182, | |
"ram": 9.924781971156613e-06, | |
"gpu": 0, | |
"total": 0.0002473549854322684 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 40427.72771498569 | |
} | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 4422.344704, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
1.3691509149999774, | |
1.142863809000005 | |
], | |
"count": 2, | |
"total": 2.5120147239999824, | |
"mean": 1.2560073619999912, | |
"p50": 1.2560073619999912, | |
"p90": 1.3465222043999803, | |
"p95": 1.3578365596999789, | |
"p99": 1.3668880439399778, | |
"stdev": 0.11314355299998624, | |
"stdev_": 9.008191864403024 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 3.184694708819731 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 4422.344704, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
1.160615201999974, | |
1.1075844459999757, | |
1.116789539000024 | |
], | |
"count": 3, | |
"total": 3.3849891869999738, | |
"mean": 1.1283297289999912, | |
"p50": 1.116789539000024, | |
"p90": 1.151850069399984, | |
"p95": 1.156232635699979, | |
"p99": 1.159738688739975, | |
"stdev": 0.02313651168477143, | |
"stdev_": 2.0505098013571534 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 5.31759453446081 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |