{
    "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": 16757.338112,
            "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": "f8ef06bf0d6374aaf9ec320316fa57371b562761",
            "transformers_version": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1112.477696,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.799687033999987,
                "mean": 4.799687033999987,
                "stdev": 0.0,
                "p50": 4.799687033999987,
                "p90": 4.799687033999987,
                "p95": 4.799687033999987,
                "p99": 4.799687033999987,
                "values": [
                    4.799687033999987
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.71188591888883e-05,
                "ram": 2.80529020605764e-06,
                "gpu": 0,
                "total": 6.992414939494595e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 965.9392,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.6444554730001073,
                "mean": 0.04296369820000715,
                "stdev": 0.0016639883916527763,
                "p50": 0.042570687000022644,
                "p90": 0.0453227813999888,
                "p95": 0.04677160119998689,
                "p99": 0.04711504583998931,
                "values": [
                    0.042876467000041885,
                    0.042240452999976696,
                    0.04220666000003348,
                    0.042072570000016185,
                    0.042590225000026294,
                    0.042570687000022644,
                    0.04243960300004801,
                    0.04185637799997721,
                    0.046587612999985595,
                    0.04720090699998991,
                    0.042895306999980676,
                    0.0431605410000202,
                    0.043425533999993604,
                    0.04103355299997702,
                    0.04129897500001789
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 46.55092749905936
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.64239069004633e-06,
                "ram": 6.863793923774453e-08,
                "gpu": 0.0,
                "total": 1.7110286292840745e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1168887.5134934688
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 966.725632,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.39275049599996237,
                "mean": 0.02618336639999749,
                "stdev": 0.0010770062730332348,
                "p50": 0.025851988999988862,
                "p90": 0.027505198199980894,
                "p95": 0.02847147349999659,
                "p99": 0.0290229475000001,
                "values": [
                    0.026498933999960173,
                    0.02639552100004039,
                    0.025851988999988862,
                    0.025831580999977177,
                    0.025991057999988243,
                    0.02558782699998119,
                    0.025842511999996987,
                    0.025704974999996466,
                    0.029160816000000978,
                    0.02607979700002261,
                    0.026280841000016153,
                    0.02817604099999471,
                    0.025139444999979332,
                    0.025031193000017993,
                    0.025177966000001106
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 38.19218601318186
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.579785343981127e-07,
                "ram": 4.003556794528041e-08,
                "gpu": 0.0,
                "total": 9.98014102343393e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1001989.8492936563
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3869884049997836,
                "mean": 0.02579922699998557,
                "stdev": 0.0010200393967830935,
                "p50": 0.02550335999995923,
                "p90": 0.027029371999969954,
                "p95": 0.027928745899981774,
                "p99": 0.028494700379993673,
                "values": [
                    0.026135095999961777,
                    0.02604572000001326,
                    0.02550335999995923,
                    0.025455329999999776,
                    0.025642849000007573,
                    0.025225472999977683,
                    0.02550066499998138,
                    0.025330859000007422,
                    0.028636188999996648,
                    0.0256929060000175,
                    0.02587284099996623,
                    0.027625555999975404,
                    0.02476956599997493,
                    0.024702079999997295,
                    0.024849914999947487
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 38.76085124568109
            },
            "energy": null,
            "efficiency": null
        }
    }
}