{ "config": { "name": "cuda_training_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.3.1+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "multiple-choice", "library": "transformers", "model_type": "roberta", "model": "FacebookAI/roberta-base", "processor": "FacebookAI/roberta-base", "device": "cuda", "device_ids": "6", "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", "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": 1332.297728, "max_global_vram": 68702.69952, "max_process_vram": 281087.565824, "max_reserved": 2707.423232, "max_allocated": 2497.88416 }, "latency": { "unit": "s", "values": [ 0.5935454711914062, 0.04739400100708008, 0.04379831314086914, 0.04604263687133789, 0.04487287139892578 ], "count": 5, "total": 0.7756532936096191, "mean": 0.15513065872192383, "p50": 0.04604263687133789, "p90": 0.3750848831176758, "p95": 0.48431517715454087, "p99": 0.5716994123840331, "stdev": 0.21921067608920583, "stdev_": 141.30712645406044 }, "throughput": { "unit": "samples/s", "value": 64.46179035393183 }, "energy": null, "efficiency": null }, "warmup": { "memory": { "unit": "MB", "max_ram": 1332.297728, "max_global_vram": 68702.69952, "max_process_vram": 281087.565824, "max_reserved": 2707.423232, "max_allocated": 2497.88416 }, "latency": { "unit": "s", "values": [ 0.5935454711914062, 0.04739400100708008 ], "count": 2, "total": 0.6409394721984862, "mean": 0.3204697360992431, "p50": 0.3204697360992431, "p90": 0.5389303241729736, "p95": 0.5662378976821899, "p99": 0.5880839564895629, "stdev": 0.2730757350921631, "stdev_": 85.21108370981932 }, "throughput": { "unit": "samples/s", "value": 12.481677829201567 }, "energy": null, "efficiency": null }, "train": { "memory": { "unit": "MB", "max_ram": 1332.297728, "max_global_vram": 68702.69952, "max_process_vram": 281087.565824, "max_reserved": 2707.423232, "max_allocated": 2497.88416 }, "latency": { "unit": "s", "values": [ 0.04379831314086914, 0.04604263687133789, 0.04487287139892578 ], "count": 3, "total": 0.1347138214111328, "mean": 0.04490460713704427, "p50": 0.04487287139892578, "p90": 0.045808683776855465, "p95": 0.04592566032409668, "p99": 0.04601924156188965, "stdev": 0.0009165160917269748, "stdev_": 2.041029084008822 }, "throughput": { "unit": "samples/s", "value": 133.61657928970658 }, "energy": null, "efficiency": null } } }