{
    "config": {
        "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+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": "error",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 4,
            "cpu_ram_mb": 16757.342208,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": "38f0318f4feebeb8f77039a7ad46d326574675d5",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.1",
            "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": 947.683328,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.4381231970000385,
                "mean": 4.4381231970000385,
                "stdev": 0.0,
                "p50": 4.4381231970000385,
                "p90": 4.4381231970000385,
                "p95": 4.4381231970000385,
                "p99": 4.4381231970000385,
                "values": [
                    4.4381231970000385
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.8303428599999805e-05,
                "ram": 2.0188539591620592e-06,
                "gpu": 0,
                "total": 5.032228255916186e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 955.02336,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 32,
                "total": 1.0315141390000804,
                "mean": 0.03223481684375251,
                "stdev": 0.0008404642412428586,
                "p50": 0.03226880249999908,
                "p90": 0.03319315459997938,
                "p95": 0.033278723550020574,
                "p99": 0.03464569270002471,
                "values": [
                    0.03197916999999961,
                    0.03248732200000859,
                    0.03243345099997441,
                    0.031384947999981705,
                    0.0325564689999851,
                    0.032314306999978726,
                    0.03206725699999424,
                    0.031611282000028496,
                    0.03228146599997217,
                    0.03188545500000828,
                    0.031099202000007153,
                    0.031154967999952987,
                    0.031599619000019175,
                    0.032256139000025996,
                    0.031498379999959525,
                    0.031652047000022776,
                    0.032639688000017486,
                    0.03320454599997902,
                    0.031361623999998756,
                    0.031926851999969585,
                    0.03242779000004248,
                    0.033090631999982634,
                    0.03276948000001312,
                    0.03330500200002007,
                    0.0324681160000182,
                    0.032038772000021254,
                    0.03120944900001632,
                    0.03279326500000934,
                    0.0352480320000268,
                    0.033257223000020986,
                    0.03100803199998836,
                    0.03250415400003703
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 31.022357125438788
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.2288094583333612e-06,
                "ram": 5.135286737306118e-08,
                "gpu": 0.0,
                "total": 1.2801623257064224e-06
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 781150.9368143431
            }
        }
    }
}