{ "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", "model": "google/vit-base-patch16-224", "library": "transformers", "device": "cpu", "device_ids": null, "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "hub_kwargs": { "revision": "main", "force_download": false, "local_files_only": false, "trust_remote_code": false }, "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": 16757.346304, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.14", "optimum_benchmark_version": "0.2.0", "optimum_benchmark_commit": "3b17890e550ffe969ad275a1b08288c6015397d9", "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": "0.9.16", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "overall": { "memory": { "unit": "MB", "max_ram": 2441.928704, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 5, "total": 7.66003639500002, "mean": 1.532007279000004, "stdev": 0.05742506279298897, "p50": 1.5047461780000049, "p90": 1.5933372244000226, "p95": 1.6196726532000298, "p99": 1.6407409962400357, "values": [ 1.6460080820000371, 1.4924005849999844, 1.5025506119999932, 1.5143309380000005, 1.5047461780000049 ] }, "throughput": { "unit": "samples/s", "value": 6.527384130007109 }, "energy": null, "efficiency": null }, "warmup": { "memory": { "unit": "MB", "max_ram": 2441.928704, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 2, "total": 3.1384086670000215, "mean": 1.5692043335000108, "stdev": 0.07680374850002636, "p50": 1.5692043335000108, "p90": 1.630647332300032, "p95": 1.6383277071500344, "p99": 1.6444720070300365, "values": [ 1.6460080820000371, 1.4924005849999844 ] }, "throughput": { "unit": "samples/s", "value": 2.549062550113059 }, "energy": null, "efficiency": null }, "train": { "memory": { "unit": "MB", "max_ram": 2441.928704, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 3, "total": 4.521627727999999, "mean": 1.5072092426666661, "stdev": 0.005114947756704772, "p50": 1.5047461780000049, "p90": 1.5124139860000014, "p95": 1.5133724620000009, "p99": 1.5141392428000007, "values": [ 1.5025506119999932, 1.5143309380000005, 1.5047461780000049 ] }, "throughput": { "unit": "samples/s", "value": 3.9808673077033125 }, "energy": null, "efficiency": null } } }