{ "config": { "name": "cpu_training_transformers_text-classification_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.5.1+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "text-classification", "library": "transformers", "model_type": "roberta", "model": "FacebookAI/roberta-base", "processor": "FacebookAI/roberta-base", "device": "cpu", "device_ids": null, "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": true }, "launcher": { "name": "process", "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", "device_isolation": false, "device_isolation_action": null, "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 4, "cpu_ram_mb": 16757.342208, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.15", "optimum_benchmark_version": "0.5.0.dev0", "optimum_benchmark_commit": "60a4093f9bbbc9f0ae2a8e8453ec3c0b2f7def5c", "transformers_version": "4.46.3", "transformers_commit": null, "accelerate_version": "1.1.1", "accelerate_commit": null, "diffusers_version": "0.31.0", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.11", "timm_commit": null, "peft_version": null, "peft_commit": null }, "print_report": true, "log_report": true }, "report": { "overall": { "memory": { "unit": "MB", "max_ram": 2793.746432, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.6769115339999985, 0.5519915880000212, 0.5733536280000067, 0.5542550600000027, 0.5588185940000017 ], "count": 5, "total": 2.9153304040000307, "mean": 0.5830660808000061, "p50": 0.5588185940000017, "p90": 0.6354883716000017, "p95": 0.6561999528000001, "p99": 0.6727692177599988, "stdev": 0.047507768762877316, "stdev_": 8.14792187837328 }, "throughput": { "unit": "samples/s", "value": 17.150714694772372 }, "energy": { "unit": "kWh", "cpu": 0.00012028801843333289, "ram": 5.027874963830182e-06, "gpu": 0, "total": 0.00012531589339716308 }, "efficiency": { "unit": "samples/kWh", "value": 79798.33785573428 } }, "warmup": { "memory": { "unit": "MB", "max_ram": 2793.746432, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.6769115339999985, 0.5519915880000212 ], "count": 2, "total": 1.2289031220000197, "mean": 0.6144515610000099, "p50": 0.6144515610000099, "p90": 0.6644195394000008, "p95": 0.6706655366999996, "p99": 0.6756623345399987, "stdev": 0.06245997299998862, "stdev_": 10.165158161261083 }, "throughput": { "unit": "samples/s", "value": 6.5098703524978685 }, "energy": null, "efficiency": null }, "train": { "memory": { "unit": "MB", "max_ram": 2793.746432, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.5733536280000067, 0.5542550600000027, 0.5588185940000017 ], "count": 3, "total": 1.686427282000011, "mean": 0.562142427333337, "p50": 0.5588185940000017, "p90": 0.5704466212000057, "p95": 0.5719001246000062, "p99": 0.5730629273200065, "stdev": 0.008143493350871698, "stdev_": 1.448653037896889 }, "throughput": { "unit": "samples/s", "value": 10.673451616990553 }, "energy": null, "efficiency": null } } }