IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
0c051fc
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": "1af9eb008cb7e5a73696ea580f926b32aa726d12", | |
| "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": 4405.194752, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.2981150669999693, | |
| 1.1290870880000057, | |
| 1.1356222890000254, | |
| 1.0964981870000088, | |
| 1.136794038000005 | |
| ], | |
| "count": 5, | |
| "total": 5.796116669000014, | |
| "mean": 1.1592233338000029, | |
| "p50": 1.1356222890000254, | |
| "p90": 1.2335866553999835, | |
| "p95": 1.2658508611999764, | |
| "p99": 1.2916622258399706, | |
| "stdev": 0.07098398908067037, | |
| "stdev_": 6.123409269892855 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 8.626465417340597 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.00023207809236111088, | |
| "ram": 9.701055652999627e-06, | |
| "gpu": 0, | |
| "total": 0.0002417791480141105 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 41360.059716218326 | |
| } | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 4405.194752, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.2981150669999693, | |
| 1.1290870880000057 | |
| ], | |
| "count": 2, | |
| "total": 2.427202154999975, | |
| "mean": 1.2136010774999875, | |
| "p50": 1.2136010774999875, | |
| "p90": 1.281212269099973, | |
| "p95": 1.2896636680499711, | |
| "p99": 1.2964247872099697, | |
| "stdev": 0.08451398949998179, | |
| "stdev_": 6.963901982855866 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 3.295975979388533 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 4405.194752, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.1356222890000254, | |
| 1.0964981870000088, | |
| 1.136794038000005 | |
| ], | |
| "count": 3, | |
| "total": 3.368914514000039, | |
| "mean": 1.1229715046666797, | |
| "p50": 1.1356222890000254, | |
| "p90": 1.136559688200009, | |
| "p95": 1.136676863100007, | |
| "p99": 1.1367706030200053, | |
| "stdev": 0.018725573602965045, | |
| "stdev_": 1.667502116050858 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 5.342967274829399 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |