{
    "config": {
        "name": "cpu_training_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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": 16766.7712,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.15",
            "optimum_benchmark_version": "0.5.0",
            "optimum_benchmark_commit": "3878a484586671dc5d651a3d7832a31a5aaf4796",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": "1.22.0",
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "overall": {
            "memory": {
                "unit": "MB",
                "max_ram": 2869.108736,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.7017293509999831,
                    0.5997961070000315,
                    0.5799124420000226,
                    0.5851385729999947,
                    0.5874819090000187
                ],
                "count": 5,
                "total": 3.0540583820000506,
                "mean": 0.6108116764000101,
                "p50": 0.5874819090000187,
                "p90": 0.6609560534000025,
                "p95": 0.6813427021999928,
                "p99": 0.697652021239985,
                "stdev": 0.045924972064233814,
                "stdev_": 7.518679461876943
            },
            "throughput": {
                "unit": "samples/s",
                "value": 16.371658215405777
            },
            "energy": {
                "unit": "kWh",
                "cpu": 0.00013145627016666818,
                "ram": 5.4979562413755885e-06,
                "gpu": 0,
                "total": 0.00013695422640804377
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 73017.09675031005
            }
        },
        "warmup": {
            "memory": {
                "unit": "MB",
                "max_ram": 2869.108736,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.7017293509999831,
                    0.5997961070000315
                ],
                "count": 2,
                "total": 1.3015254580000146,
                "mean": 0.6507627290000073,
                "p50": 0.6507627290000073,
                "p90": 0.6915360265999879,
                "p95": 0.6966326887999855,
                "p99": 0.7007100185599836,
                "stdev": 0.050966621999975814,
                "stdev_": 7.831828672532234
            },
            "throughput": {
                "unit": "samples/s",
                "value": 6.146633514409451
            },
            "energy": null,
            "efficiency": null
        },
        "train": {
            "memory": {
                "unit": "MB",
                "max_ram": 2869.108736,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.5799124420000226,
                    0.5851385729999947,
                    0.5874819090000187
                ],
                "count": 3,
                "total": 1.752532924000036,
                "mean": 0.5841776413333454,
                "p50": 0.5851385729999947,
                "p90": 0.5870132418000139,
                "p95": 0.5872475754000164,
                "p99": 0.5874350422800183,
                "stdev": 0.003164042763826569,
                "stdev_": 0.5416233932892157
            },
            "throughput": {
                "unit": "samples/s",
                "value": 10.270848412317548
            },
            "energy": null,
            "efficiency": null
        }
    }
}