IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
1abac62
verified
| { | |
| "config": { | |
| "name": "cuda_training_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cuda", | |
| "device_ids": "5", | |
| "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": false | |
| }, | |
| "launcher": { | |
| "name": "process", | |
| "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
| "device_isolation": true, | |
| "device_isolation_action": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082014.482432, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "optimum_benchmark_version": "0.5.0.dev0", | |
| "optimum_benchmark_commit": null, | |
| "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": "0.13.0", | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "overall": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1326.764032, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 268712.402944, | |
| "max_reserved": 2707.423232, | |
| "max_allocated": 2497.900032 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.6661585083007813, | |
| 0.04578881454467774, | |
| 0.04395314025878906, | |
| 0.044088821411132816, | |
| 0.04358482360839844 | |
| ], | |
| "count": 5, | |
| "total": 0.8435741081237793, | |
| "mean": 0.16871482162475587, | |
| "p50": 0.044088821411132816, | |
| "p90": 0.4180106307983399, | |
| "p95": 0.5420845695495604, | |
| "p99": 0.6413437205505371, | |
| "stdev": 0.24872300179137827, | |
| "stdev_": 147.42214074384714 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 59.27161528369645 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1326.764032, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 268712.402944, | |
| "max_reserved": 2707.423232, | |
| "max_allocated": 2497.900032 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.6661585083007813, | |
| 0.04578881454467774 | |
| ], | |
| "count": 2, | |
| "total": 0.711947322845459, | |
| "mean": 0.3559736614227295, | |
| "p50": 0.3559736614227295, | |
| "p90": 0.604121538925171, | |
| "p95": 0.6351400236129761, | |
| "p99": 0.6599548113632202, | |
| "stdev": 0.31018484687805176, | |
| "stdev_": 87.13702177805168 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 11.236786407210838 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1326.764032, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 268712.402944, | |
| "max_reserved": 2707.423232, | |
| "max_allocated": 2497.900032 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.04395314025878906, | |
| 0.044088821411132816, | |
| 0.04358482360839844 | |
| ], | |
| "count": 3, | |
| "total": 0.1316267852783203, | |
| "mean": 0.04387559509277344, | |
| "p50": 0.04395314025878906, | |
| "p90": 0.04406168518066406, | |
| "p95": 0.04407525329589844, | |
| "p99": 0.04408610778808594, | |
| "stdev": 0.00021293721432942493, | |
| "stdev_": 0.4853204016473771 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 136.75028195773086 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |