{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "gpt2",
            "model": "openai-community/gpt2",
            "processor": "openai-community/gpt2",
            "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-6.5.0-1024-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "6924c8d60aa62ba0684c7b2cc2780f5170083764",
            "transformers_version": "4.43.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1110.474752,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.796887352999988,
                "mean": 4.796887352999988,
                "stdev": 0.0,
                "p50": 4.796887352999988,
                "p90": 4.796887352999988,
                "p95": 4.796887352999988,
                "p99": 4.796887352999988,
                "values": [
                    4.796887352999988
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.744103696611193e-05,
                "ram": 2.8188778272033234e-06,
                "gpu": 0,
                "total": 7.025991479331526e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 963.969024,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6565203260000771,
                "mean": 0.04689430900000551,
                "stdev": 0.0022938841388178335,
                "p50": 0.0465084719999993,
                "p90": 0.048287215799996376,
                "p95": 0.050385868500006835,
                "p99": 0.053311695300017156,
                "values": [
                    0.04438078400005452,
                    0.04658389700000498,
                    0.04631711100000757,
                    0.044260250000036194,
                    0.04724261500001603,
                    0.046276004999981524,
                    0.0449150789999635,
                    0.04643304699999362,
                    0.04665686399999913,
                    0.04607246599999826,
                    0.046937086000014006,
                    0.04798540799998818,
                    0.054043152000019745,
                    0.048416561999999885
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 42.649098422577566
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5618422296312121e-06,
                "ram": 6.527205047873394e-08,
                "gpu": 0.0,
                "total": 1.627114280109946e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1229169.963319883
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 964.886528,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.4057255429998463,
                "mean": 0.02898039592856045,
                "stdev": 0.0009709516665270387,
                "p50": 0.028617503999981864,
                "p90": 0.030340422799980615,
                "p95": 0.030872025449980356,
                "p99": 0.03130669708998539,
                "values": [
                    0.028537193999966348,
                    0.02978267399998913,
                    0.02797610900000791,
                    0.028201348999971287,
                    0.02844315900000538,
                    0.028960863000008885,
                    0.02835653700003604,
                    0.02869781399999738,
                    0.02894105499996158,
                    0.028111971999976504,
                    0.029458710999961113,
                    0.03141536499998665,
                    0.030579457999976967,
                    0.028263283000001138
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 34.50608481903074
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.35669872495863e-07,
                "ram": 3.910386659477752e-08,
                "gpu": 0.0,
                "total": 9.74773739090641e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1025879.0936785928
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.39930989099985936,
                "mean": 0.028522135071418524,
                "stdev": 0.0009720496048790091,
                "p50": 0.02814354049999679,
                "p90": 0.02996086459995695,
                "p95": 0.03046768514996643,
                "p99": 0.030802320229996665,
                "values": [
                    0.028079550999962066,
                    0.02930383199998232,
                    0.027500373000009404,
                    0.027715443999966283,
                    0.027946584000005714,
                    0.028500355000005584,
                    0.027859933000002002,
                    0.02820753000003151,
                    0.02847727099998565,
                    0.027661852999983694,
                    0.028994184999987738,
                    0.030885979000004227,
                    0.030242449999946075,
                    0.027934550999987096
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.06048889734347
            },
            "energy": null,
            "efficiency": null
        }
    }
}