IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
a07d6cc
verified
| { | |
| "config": { | |
| "name": "cpu_training_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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": 16766.783488, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1015-azure-x86_64-with-glibc2.39", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0.dev0", | |
| "optimum_benchmark_commit": "8bd7430b5a210454e1554b813733827ac7ec1b24", | |
| "transformers_version": "4.45.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.0.1", | |
| "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": 2857.238528, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.8123760139999945, | |
| 0.6998123259999716, | |
| 0.7036602630000175, | |
| 0.6993561930000283, | |
| 0.7020054469999764 | |
| ], | |
| "count": 5, | |
| "total": 3.617210242999988, | |
| "mean": 0.7234420485999976, | |
| "p50": 0.7020054469999764, | |
| "p90": 0.7688897136000037, | |
| "p95": 0.7906328637999991, | |
| "p99": 0.8080273839599954, | |
| "stdev": 0.04449402063555554, | |
| "stdev_": 6.150322713707366 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 13.8228072578197 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.00015242345194999859, | |
| "ram": 6.374813753266754e-06, | |
| "gpu": 0, | |
| "total": 0.00015879826570326533 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 62972.97993597906 | |
| } | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2857.238528, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.8123760139999945, | |
| 0.6998123259999716 | |
| ], | |
| "count": 2, | |
| "total": 1.512188339999966, | |
| "mean": 0.756094169999983, | |
| "p50": 0.756094169999983, | |
| "p90": 0.8011196451999922, | |
| "p95": 0.8067478295999934, | |
| "p99": 0.8112503771199943, | |
| "stdev": 0.05628184400001146, | |
| "stdev_": 7.443761138908495 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 5.290346306995185 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2857.238528, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.7036602630000175, | |
| 0.6993561930000283, | |
| 0.7020054469999764 | |
| ], | |
| "count": 3, | |
| "total": 2.105021903000022, | |
| "mean": 0.701673967666674, | |
| "p50": 0.7020054469999764, | |
| "p90": 0.7033292998000092, | |
| "p95": 0.7034947814000134, | |
| "p99": 0.7036271666800167, | |
| "stdev": 0.0017726935348045397, | |
| "stdev_": 0.2526377800076298 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 8.550979908734856 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |