{ "config": { "name": "cuda_training_transformers_image-classification_google/vit-base-patch16-224", "backend": { "name": "pytorch", "version": "2.3.1+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "image-classification", "library": "transformers", "model_type": "vit", "model": "google/vit-base-patch16-224", "processor": "google/vit-base-patch16-224", "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": 1082014.490624, "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": "4.47.0", "transformers_commit": null, "accelerate_version": "1.2.0", "accelerate_commit": null, "diffusers_version": "0.31.0", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.12", "timm_commit": null, "peft_version": "0.14.0", "peft_commit": null }, "print_report": true, "log_report": true }, "report": { "overall": { "memory": { "unit": "MB", "max_ram": 1730.260992, "max_global_vram": 68702.69952, "max_process_vram": 312809.005056, "max_reserved": 1935.671296, "max_allocated": 1738.272256 }, "latency": { "unit": "s", "values": [ 0.6361373291015625, 0.03912515640258789, 0.03817972183227539, 0.04045155334472656, 0.03848947525024414 ], "count": 5, "total": 0.7923832359313965, "mean": 0.1584766471862793, "p50": 0.03912515640258789, "p90": 0.39786301879882824, "p95": 0.5170001739501953, "p99": 0.6123098980712891, "stdev": 0.2388316142621009, "stdev_": 150.70461074392205 }, "throughput": { "unit": "samples/s", "value": 63.10077968929789 }, "energy": null, "efficiency": null }, "warmup": { "memory": { "unit": "MB", "max_ram": 1730.260992, "max_global_vram": 68702.69952, "max_process_vram": 312809.005056, "max_reserved": 1935.671296, "max_allocated": 1738.272256 }, "latency": { "unit": "s", "values": [ 0.6361373291015625, 0.03912515640258789 ], "count": 2, "total": 0.6752624855041504, "mean": 0.3376312427520752, "p50": 0.3376312427520752, "p90": 0.5764361118316651, "p95": 0.6062867204666138, "p99": 0.6301672073745728, "stdev": 0.2985060863494873, "stdev_": 88.41186731308579 }, "throughput": { "unit": "samples/s", "value": 11.847244844391447 }, "energy": null, "efficiency": null }, "train": { "memory": { "unit": "MB", "max_ram": 1730.260992, "max_global_vram": 68702.69952, "max_process_vram": 312809.005056, "max_reserved": 1935.671296, "max_allocated": 1738.272256 }, "latency": { "unit": "s", "values": [ 0.03817972183227539, 0.04045155334472656, 0.03848947525024414 ], "count": 3, "total": 0.11712075042724608, "mean": 0.03904025014241536, "p50": 0.03848947525024414, "p90": 0.04005913772583008, "p95": 0.04025534553527832, "p99": 0.04041231178283691, "stdev": 0.001005922244054749, "stdev_": 2.576628583027092 }, "throughput": { "unit": "samples/s", "value": 153.68753986238647 }, "energy": null, "efficiency": null } } }