{
    "config": {
        "name": "cpu_inference_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": "inference",
            "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
            "iterations": 1,
            "duration": 1,
            "warmup_runs": 1,
            "input_shapes": {
                "batch_size": 1,
                "num_choices": 2,
                "sequence_length": 2
            },
            "new_tokens": null,
            "memory": true,
            "latency": true,
            "energy": true,
            "forward_kwargs": {},
            "generate_kwargs": {
                "max_new_tokens": 2,
                "min_new_tokens": 2
            },
            "call_kwargs": {
                "num_inference_steps": 2
            }
        },
        "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": "1d52d2c35074aaaacac2a8342653779fa0d40c86",
            "transformers_version": "4.45.1",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 946.876416,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    1.234438277000038
                ],
                "count": 1,
                "total": 1.234438277000038,
                "mean": 1.234438277000038,
                "p50": 1.234438277000038,
                "p90": 1.234438277000038,
                "p95": 1.234438277000038,
                "p99": 1.234438277000038,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 955.133952,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.03679081899997527,
                    0.036414769000032265,
                    0.03584372500000654,
                    0.036520226000050116,
                    0.03659185899999784,
                    0.03676674500002264,
                    0.036201020999953926,
                    0.03639364899999009,
                    0.036961023999992904,
                    0.03652296800004251,
                    0.03825314199997365,
                    0.03612683000000061,
                    0.03598265100004028,
                    0.03623148499997342,
                    0.036643302000015865,
                    0.036257614000021476,
                    0.03680604499999163,
                    0.03642739000002848,
                    0.03588412800002061,
                    0.03632753300001923,
                    0.03597452600001816,
                    0.03642584699997542,
                    0.034570350000024064,
                    0.03182143899999801,
                    0.031883282999956464,
                    0.032162614000014855,
                    0.03186415800001896,
                    0.03165142199998172,
                    0.03170217600001024
                ],
                "count": 29,
                "total": 1.0280027400001472,
                "mean": 0.03544837034483266,
                "p50": 0.036257614000021476,
                "p90": 0.03679386419997854,
                "p95": 0.03689903239999239,
                "p99": 0.03789134895997904,
                "stdev": 0.0019210648419562362,
                "stdev_": 5.419331899516423
            },
            "throughput": {
                "unit": "samples/s",
                "value": 28.210041541324927
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.252282740625008e-06,
                "ram": 5.236378824692169e-08,
                "gpu": 0.0,
                "total": 1.3046465288719296e-06
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 766491.1360049807
            }
        }
    }
}