{ "config": { "name": "cuda_training_transformers_text-generation_openai-community/gpt2", "backend": { "name": "pytorch", "version": "2.5.1+cu124", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "text-generation", "library": "transformers", "model_type": "gpt2", "model": "openai-community/gpt2", "processor": "openai-community/gpt2", "device": "cuda", "device_ids": "0", "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": true, "device_isolation_action": "error", "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7R32", "cpu_count": 16, "cpu_ram_mb": 66697.248768, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.10.227-219.884.amzn2.x86_64-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.12", "gpu": [ "NVIDIA A10G" ], "gpu_count": 1, "gpu_vram_mb": 24146608128, "optimum_benchmark_version": "0.5.0.dev0", "optimum_benchmark_commit": null, "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": "0.13.2", "peft_commit": null }, "print_report": true, "log_report": true }, "report": { "overall": { "memory": { "unit": "MB", "max_ram": 1358.19264, "max_global_vram": 3566.731264, "max_process_vram": 0.0, "max_reserved": 2910.846976, "max_allocated": 2523.776 }, "latency": { "unit": "s", "values": [ 0.36726577758789064, 0.04645580673217774, 0.04509900665283203, 0.044455936431884766, 0.0442367057800293 ], "count": 5, "total": 0.5475132331848144, "mean": 0.10950264663696288, "p50": 0.04509900665283203, "p90": 0.23894178924560552, "p95": 0.303103783416748, "p99": 0.3544333787536621, "stdev": 0.1288838873461337, "stdev_": 117.69933540823536 }, "throughput": { "unit": "samples/s", "value": 91.32199364233884 }, "energy": { "unit": "kWh", "cpu": 8.815630936805383e-06, "ram": 4.811756360088665e-06, "gpu": 1.449806715399975e-05, "total": 2.81254544508938e-05 }, "efficiency": { "unit": "samples/kWh", "value": 355549.81049140735 } }, "warmup": { "memory": { "unit": "MB", "max_ram": 1358.19264, "max_global_vram": 3566.731264, "max_process_vram": 0.0, "max_reserved": 2910.846976, "max_allocated": 2523.776 }, "latency": { "unit": "s", "values": [ 0.36726577758789064, 0.04645580673217774 ], "count": 2, "total": 0.4137215843200684, "mean": 0.2068607921600342, "p50": 0.2068607921600342, "p90": 0.33518478050231937, "p95": 0.351225279045105, "p99": 0.3640576778793335, "stdev": 0.16040498542785644, "stdev_": 77.54247856875747 }, "throughput": { "unit": "samples/s", "value": 19.336675443577874 }, "energy": null, "efficiency": null }, "train": { "memory": { "unit": "MB", "max_ram": 1358.19264, "max_global_vram": 3566.731264, "max_process_vram": 0.0, "max_reserved": 2910.846976, "max_allocated": 2523.776 }, "latency": { "unit": "s", "values": [ 0.04509900665283203, 0.044455936431884766, 0.0442367057800293 ], "count": 3, "total": 0.1337916488647461, "mean": 0.0445972162882487, "p50": 0.044455936431884766, "p90": 0.04497039260864258, "p95": 0.0450346996307373, "p99": 0.04508614524841308, "stdev": 0.00036593323359118137, "stdev_": 0.8205293156102307 }, "throughput": { "unit": "samples/s", "value": 134.5375451512428 }, "energy": null, "efficiency": null } } }