{ "config": { "name": "cpu_training_transformers_image-classification_google/vit-base-patch16-224", "backend": { "name": "pytorch", "version": "2.3.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "image-classification", "library": "transformers", "model": "google/vit-base-patch16-224", "processor": "google/vit-base-patch16-224", "device": "cpu", "device_ids": null, "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "model_kwargs": {}, "processor_kwargs": {}, "hub_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", "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": false, "device_isolation_action": "error", "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 4, "cpu_ram_mb": 16757.354496, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.14", "optimum_benchmark_version": "0.2.0", "optimum_benchmark_commit": "420ddf2d65dc94a93273eacd14ac0bd4f4b6cef7", "transformers_version": "4.40.2", "transformers_commit": null, "accelerate_version": "0.30.1", "accelerate_commit": null, "diffusers_version": "0.27.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.3", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "overall": { "memory": { "unit": "MB", "max_ram": 2570.092544, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 5, "total": 7.5952867109999715, "mean": 1.5190573421999942, "stdev": 0.07356847785930111, "p50": 1.4892744179999795, "p90": 1.596583444400005, "p95": 1.6307628701999988, "p99": 1.6581064108399937, "values": [ 1.6649422959999924, 1.4940451670000243, 1.4892744179999795, 1.4811894149999603, 1.465835415000015 ] }, "throughput": { "unit": "samples/s", "value": 6.583029963514987 }, "energy": null, "efficiency": null }, "warmup": { "memory": { "unit": "MB", "max_ram": 2570.092544, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 2, "total": 3.1589874630000168, "mean": 1.5794937315000084, "stdev": 0.08544856449998406, "p50": 1.5794937315000084, "p90": 1.6478525830999957, "p95": 1.656397439549994, "p99": 1.6632333247099929, "values": [ 1.6649422959999924, 1.4940451670000243 ] }, "throughput": { "unit": "samples/s", "value": 2.5324570273547673 }, "energy": null, "efficiency": null }, "train": { "memory": { "unit": "MB", "max_ram": 2570.092544, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 3, "total": 4.436299247999955, "mean": 1.478766415999985, "stdev": 0.009721107910915544, "p50": 1.4811894149999603, "p90": 1.4876574173999757, "p95": 1.4884659176999775, "p99": 1.489112717939979, "values": [ 1.4892744179999795, 1.4811894149999603, 1.465835415000015 ] }, "throughput": { "unit": "samples/s", "value": 4.057435937874357 }, "energy": null, "efficiency": null } } }