IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
49c95cb
verified
| { | |
| "config": { | |
| "name": "cpu_training_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "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": 16766.7712, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0", | |
| "optimum_benchmark_commit": "0876a1b3ff6de017d3dc76fabb58b5a1d2aecb9e", | |
| "transformers_version": "4.45.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.0.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "overall": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2830.921728, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.7102418089999674, | |
| 0.5911156230000074, | |
| 0.5804014689999804, | |
| 0.5805051320000416, | |
| 0.5839199920000055 | |
| ], | |
| "count": 5, | |
| "total": 3.0461840250000023, | |
| "mean": 0.6092368050000004, | |
| "p50": 0.5839199920000055, | |
| "p90": 0.6625913345999834, | |
| "p95": 0.6864165717999754, | |
| "p99": 0.705476761559969, | |
| "stdev": 0.05065237354003765, | |
| "stdev_": 8.314069853353264 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 16.4139787976204 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.00013104787900555708, | |
| "ram": 5.480869092784787e-06, | |
| "gpu": 0, | |
| "total": 0.00013652874809834186 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 73244.64729433383 | |
| } | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2830.921728, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.7102418089999674, | |
| 0.5911156230000074 | |
| ], | |
| "count": 2, | |
| "total": 1.3013574319999748, | |
| "mean": 0.6506787159999874, | |
| "p50": 0.6506787159999874, | |
| "p90": 0.6983291903999713, | |
| "p95": 0.7042854996999693, | |
| "p99": 0.7090505471399677, | |
| "stdev": 0.05956309299997997, | |
| "stdev_": 9.153994365474393 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 6.147427142829853 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2830.921728, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.5804014689999804, | |
| 0.5805051320000416, | |
| 0.5839199920000055 | |
| ], | |
| "count": 3, | |
| "total": 1.7448265930000275, | |
| "mean": 0.5816088643333425, | |
| "p50": 0.5805051320000416, | |
| "p90": 0.5832370200000128, | |
| "p95": 0.5835785060000092, | |
| "p99": 0.5838516948000063, | |
| "stdev": 0.0016347619241767189, | |
| "stdev_": 0.28107582680166543 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 10.316211405885948 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |