{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "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": {},
            "hub_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,
            "latency": true,
            "memory": 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-6.5.0-1022-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.2.1",
            "optimum_benchmark_commit": "cc9b50765eac8085269af1a207e20c6a9b260b67",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 958.701568,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.6206544219999159,
                "mean": 0.04137696146666106,
                "stdev": 0.000980044966808141,
                "p50": 0.04133036400000378,
                "p90": 0.042819870999989004,
                "p95": 0.04316442219999317,
                "p99": 0.04318656683999507,
                "values": [
                    0.04319210299999554,
                    0.04133036400000378,
                    0.0416202829999861,
                    0.04186916699998733,
                    0.04088244899998017,
                    0.041697036000016396,
                    0.04110925099999463,
                    0.04109152899999913,
                    0.04134485000000154,
                    0.04232083899998429,
                    0.04124133699997401,
                    0.04315255899999215,
                    0.03996029999998996,
                    0.03991145000000529,
                    0.03993090500000562
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 48.33607710927429
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5738640891181098e-06,
                "ram": 6.577387281481605e-08,
                "gpu": 0.0,
                "total": 1.639637961932926e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1219781.4678810271
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 958.701568,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3851833770000326,
                "mean": 0.02567889180000217,
                "stdev": 0.00042161841643527256,
                "p50": 0.025794049999973367,
                "p90": 0.026149616599991533,
                "p95": 0.026321228499989503,
                "p99": 0.026431148099998154,
                "values": [
                    0.02598052700000153,
                    0.025794049999973367,
                    0.025869980999999598,
                    0.02585163700001658,
                    0.02580014100001904,
                    0.025732444999988502,
                    0.025672182999983306,
                    0.0254760970000234,
                    0.026262342999984867,
                    0.025796194000008654,
                    0.025522954000024356,
                    0.026458628000000317,
                    0.025063748999997415,
                    0.025032490000000962,
                    0.024869958000010683
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 38.94249050108601
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.598968260818065e-07,
                "ram": 4.0117768873315646e-08,
                "gpu": 0.0,
                "total": 1.0000145949551217e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 999985.4052578879
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.9368994339999972,
                "mean": 0.06692138814285695,
                "stdev": 0.0012713785597442747,
                "p50": 0.06697029549999911,
                "p90": 0.06804008079999732,
                "p95": 0.06869282215000538,
                "p99": 0.06944883403001398,
                "values": [
                    0.06714446999998813,
                    0.06749774900001171,
                    0.06770434399999203,
                    0.06673009799999363,
                    0.06744313600000851,
                    0.06679612100001009,
                    0.06658860499999264,
                    0.06756092599999874,
                    0.0681839679999996,
                    0.0667909009999903,
                    0.06963783700001613,
                    0.06504497800000308,
                    0.06496284399997876,
                    0.06481345700001384
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 14.942905814585048
            },
            "energy": null,
            "efficiency": null
        }
    }
}