{
    "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": "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": "6dfec54249df6146b470c4c2e4a34c46355d4cd9",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "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": 945.942528,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.2530827240000235,
                "mean": 4.2530827240000235,
                "stdev": 0.0,
                "p50": 4.2530827240000235,
                "p90": 4.2530827240000235,
                "p95": 4.2530827240000235,
                "p99": 4.2530827240000235,
                "values": [
                    4.2530827240000235
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.824297850555582e-05,
                "ram": 2.0163351023881746e-06,
                "gpu": 0,
                "total": 5.0259313607944e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 954.462208,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 34,
                "total": 1.0067050600000016,
                "mean": 0.029608972352941222,
                "stdev": 0.001607871037741732,
                "p50": 0.028974971499991398,
                "p90": 0.03301399659999902,
                "p95": 0.03361782514999447,
                "p99": 0.03385915228003455,
                "values": [
                    0.033714577000012014,
                    0.03356572799998503,
                    0.032687665000025845,
                    0.03393036100004565,
                    0.02912490399995704,
                    0.02900517400001945,
                    0.028922588999989784,
                    0.029154382999990958,
                    0.029034116999980597,
                    0.02880133099995419,
                    0.02884412200000952,
                    0.02887538099997755,
                    0.028809397000031822,
                    0.029239621999977317,
                    0.029205087999969237,
                    0.02896268299997473,
                    0.028930553999998665,
                    0.028771114999983638,
                    0.028890117999992526,
                    0.028987260000008064,
                    0.028882653999971808,
                    0.028893835000019408,
                    0.029678050000029543,
                    0.029164397000045028,
                    0.028782912999986365,
                    0.028856891000032192,
                    0.028994719000024816,
                    0.02877139200001011,
                    0.0286352669999701,
                    0.029099153999993632,
                    0.03315385299998752,
                    0.0296002829999793,
                    0.028419534000022395,
                    0.028315949000045748
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 33.77354634534165
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.1174613822222076e-06,
                "ram": 4.670089746970382e-08,
                "gpu": 0.0,
                "total": 1.1641622796919114e-06
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 858986.7731023239
            }
        }
    }
}