{
    "config": {
        "name": "cuda_training_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "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": {},
            "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",
                "evaluation_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": false
        },
        "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": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.2.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "overall": {
            "memory": {
                "unit": "MB",
                "max_ram": 1742.065664,
                "max_global_vram": 3559.391232,
                "max_process_vram": 0.0,
                "max_reserved": 2910.846976,
                "max_allocated": 2523.776
            },
            "latency": {
                "unit": "s",
                "count": 5,
                "total": 0.9299066619873048,
                "mean": 0.18598133239746095,
                "stdev": 0.2840197387682777,
                "p50": 0.0439183349609375,
                "p90": 0.47027608032226575,
                "p95": 0.6121482025146483,
                "p99": 0.7256459002685547,
                "values": [
                    0.7540203247070313,
                    0.04465971374511719,
                    0.0439183349609375,
                    0.04372889709472656,
                    0.043579391479492184
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 53.768837286470166
            },
            "energy": null,
            "efficiency": null
        },
        "warmup": {
            "memory": {
                "unit": "MB",
                "max_ram": 1742.065664,
                "max_global_vram": 3559.391232,
                "max_process_vram": 0.0,
                "max_reserved": 2910.846976,
                "max_allocated": 2523.776
            },
            "latency": {
                "unit": "s",
                "count": 2,
                "total": 0.7986800384521485,
                "mean": 0.39934001922607426,
                "stdev": 0.3546803054809571,
                "p50": 0.39934001922607426,
                "p90": 0.6830842636108398,
                "p95": 0.7185522941589355,
                "p99": 0.7469267185974121,
                "values": [
                    0.7540203247070313,
                    0.04465971374511719
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 10.016526787753573
            },
            "energy": null,
            "efficiency": null
        },
        "train": {
            "memory": {
                "unit": "MB",
                "max_ram": 1742.065664,
                "max_global_vram": 3559.391232,
                "max_process_vram": 0.0,
                "max_reserved": 2910.846976,
                "max_allocated": 2523.776
            },
            "latency": {
                "unit": "s",
                "count": 3,
                "total": 0.13122662353515624,
                "mean": 0.04374220784505208,
                "stdev": 0.0001386928331703768,
                "p50": 0.04372889709472656,
                "p90": 0.04388044738769531,
                "p95": 0.043899391174316404,
                "p99": 0.04391454620361328,
                "values": [
                    0.0439183349609375,
                    0.04372889709472656,
                    0.043579391479492184
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 137.16728751447081
            },
            "energy": null,
            "efficiency": null
        }
    }
}