{
    "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_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": {},
            "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,
            "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-6.5.0-1023-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "e291e9b18cfb323457af60f15f2bb33803718668",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "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": 1100.304384,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.784537400999994,
                "mean": 4.784537400999994,
                "stdev": 0.0,
                "p50": 4.784537400999994,
                "p90": 4.784537400999994,
                "p95": 4.784537400999994,
                "p99": 4.784537400999994,
                "values": [
                    4.784537400999994
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.693736314773561e-05,
                "ram": 2.7978084500688283e-06,
                "gpu": 0,
                "total": 6.973517159780444e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 953.6512,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.656243229000097,
                "mean": 0.04374954860000647,
                "stdev": 0.0025362129480982565,
                "p50": 0.04492262899998423,
                "p90": 0.04624755280000272,
                "p95": 0.04641132950001179,
                "p99": 0.04650895150003748,
                "values": [
                    0.045489153000005444,
                    0.04608033400000977,
                    0.046359031999998024,
                    0.04429219700000431,
                    0.04653335700004391,
                    0.04582230300002266,
                    0.04500222600000825,
                    0.04492262899998423,
                    0.045415055000034954,
                    0.04484773999996605,
                    0.04163934899997912,
                    0.04003310900003498,
                    0.039949914999965586,
                    0.03977409800000942,
                    0.04008273200003032
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 45.71475738608431
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5652943187289769e-06,
                "ram": 6.541671460632113e-08,
                "gpu": 0.0,
                "total": 1.6307110333352982e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1226458.8631067234
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 954.175488,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.40230517999998483,
                "mean": 0.026820345333332322,
                "stdev": 0.0020225671425659945,
                "p50": 0.0280357430000322,
                "p90": 0.02849404940002387,
                "p95": 0.028596213800028636,
                "p99": 0.028691176360007377,
                "values": [
                    0.02871491700000206,
                    0.02816016399998489,
                    0.02822515600001907,
                    0.028417111999999634,
                    0.02832290699996065,
                    0.02813829399997303,
                    0.027916531000016676,
                    0.0280357430000322,
                    0.02794563599996991,
                    0.028545341000040025,
                    0.02397132999999485,
                    0.02377297099997122,
                    0.024218388999997842,
                    0.024014410000006592,
                    0.023906279000016184
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 37.28512767347556
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.297068549527061e-07,
                "ram": 3.88559080964446e-08,
                "gpu": 0.0,
                "total": 9.685627630491506e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1032457.6146742223
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.39576201799991395,
                "mean": 0.026384134533327597,
                "stdev": 0.0019399339816412783,
                "p50": 0.027521897000042372,
                "p90": 0.028002591400002073,
                "p95": 0.02810830439999563,
                "p99": 0.028191743279987806,
                "values": [
                    0.028212602999985847,
                    0.027651427999956013,
                    0.027733370000021296,
                    0.02791107100000545,
                    0.0278014769999686,
                    0.027684198999963883,
                    0.027455093000014585,
                    0.027521897000042372,
                    0.0274413779999918,
                    0.028063604999999825,
                    0.023627299999986917,
                    0.023475307000012435,
                    0.02387945899999977,
                    0.023702579999962836,
                    0.02360125100000232
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 37.901565379634945
            },
            "energy": null,
            "efficiency": null
        }
    }
}