{ "config": { "name": "cpu_training_transformers_text-classification_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.3.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "text-classification", "library": "transformers", "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": {}, "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": "6fd377459e287bb09e9383ba2516b1b2a271a562", "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": 2834.231296, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 5, "total": 3.0092573329999937, "mean": 0.6018514665999988, "stdev": 0.04761586306693002, "p50": 0.5834447579999846, "p90": 0.6530673152000019, "p95": 0.6744701136000003, "p99": 0.691592352319999, "values": [ 0.6958729119999987, 0.588858920000007, 0.5742778400000077, 0.5668029029999957, 0.5834447579999846 ] }, "throughput": { "unit": "samples/s", "value": 16.615395251078084 }, "energy": null, "efficiency": null }, "warmup": { "memory": { "unit": "MB", "max_ram": 2834.231296, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 2, "total": 1.2847318320000056, "mean": 0.6423659160000028, "stdev": 0.053506995999995866, "p50": 0.6423659160000028, "p90": 0.6851715127999995, "p95": 0.6905222123999991, "p99": 0.6948027720799987, "values": [ 0.6958729119999987, 0.588858920000007 ] }, "throughput": { "unit": "samples/s", "value": 6.226980448943967 }, "energy": null, "efficiency": null }, "train": { "memory": { "unit": "MB", "max_ram": 2834.231296, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 3, "total": 1.724525500999988, "mean": 0.5748418336666626, "stdev": 0.0068057035444390014, "p50": 0.5742778400000077, "p90": 0.5816113743999892, "p95": 0.582528066199987, "p99": 0.5832614196399851, "values": [ 0.5742778400000077, 0.5668029029999957, 0.5834447579999846 ] }, "throughput": { "unit": "samples/s", "value": 10.437653713767917 }, "energy": null, "efficiency": null } } }