{
    "config": {
        "name": "cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "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": "6646634d4624f02d9aa14bd6ca3ed947e6cd1ec9",
            "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": 947.052544,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    1.2219654680000076
                ],
                "count": 1,
                "total": 1.2219654680000076,
                "mean": 1.2219654680000076,
                "p50": 1.2219654680000076,
                "p90": 1.2219654680000076,
                "p95": 1.2219654680000076,
                "p99": 1.2219654680000076,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 958.849024,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.044324583000047824,
                    0.0415986379999822,
                    0.047467497000013736,
                    0.04469282100001237,
                    0.04144124399999782,
                    0.04208205200001203,
                    0.041718973000001824,
                    0.041520722000029764,
                    0.0429130750000013,
                    0.04288349000000835,
                    0.041662488000042686,
                    0.04242991199998869,
                    0.04256598599999961,
                    0.04093038000002025,
                    0.04118242999999211,
                    0.04289643399999932,
                    0.041565428000012616,
                    0.04180553499998041,
                    0.04201795299997002,
                    0.04156872300001169,
                    0.043593668000028174,
                    0.0440274279999926,
                    0.052239245999999184,
                    0.045345381999993606
                ],
                "count": 24,
                "total": 1.0344740880001382,
                "mean": 0.04310308700000576,
                "p50": 0.04225598200000036,
                "p90": 0.04514961369999924,
                "p95": 0.04714917975001071,
                "p99": 0.05114174373000253,
                "stdev": 0.0024331084537265613,
                "stdev_": 5.6448589255944395
            },
            "throughput": {
                "unit": "samples/s",
                "value": 23.200194454746743
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.582539097999984e-06,
                "ram": 6.617427606054295e-08,
                "gpu": 0.0,
                "total": 1.6487133740605269e-06
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 606533.5647379109
            }
        }
    }
}