{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "model": "openai-community/gpt2",
            "library": "transformers",
            "device": "cpu",
            "device_ids": null,
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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",
            "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-6.5.0-1018-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": "8d79709992edcccdc1bf81d55005e3bb3ccf994a",
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 958.517248,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.6466673000000185,
                "mean": 0.04311115333333457,
                "stdev": 0.000628344142034814,
                "p50": 0.04300828999998885,
                "p90": 0.04377932500000838,
                "p95": 0.044056888800011504,
                "p99": 0.044363279360003956,
                "values": [
                    0.04389275100001555,
                    0.04296841599997947,
                    0.042400681000003715,
                    0.04348359200000118,
                    0.04281238599998005,
                    0.043486647000008816,
                    0.04346382599999288,
                    0.042831762000020035,
                    0.043609185999997635,
                    0.04300828999998885,
                    0.043395868999994036,
                    0.042539683000001105,
                    0.04214698800001315,
                    0.04443987700000207,
                    0.04218734600001994
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 46.391707142141165
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6796448164516025e-06,
                "ram": 7.019462726404414e-08,
                "gpu": 0.0,
                "total": 1.7498394437156467e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1142962.0055615827
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 958.517248,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.40138098100004527,
                "mean": 0.026758732066669684,
                "stdev": 0.0006395512971557634,
                "p50": 0.026560845000005884,
                "p90": 0.027579339199996868,
                "p95": 0.027994945499995084,
                "p99": 0.028276997899993148,
                "values": [
                    0.028347510999992664,
                    0.0264083320000168,
                    0.026787815999995246,
                    0.026950647999996136,
                    0.026431716000018923,
                    0.027182578999997986,
                    0.02709183000001758,
                    0.02641869100000349,
                    0.026634330000007367,
                    0.026560845000005884,
                    0.02641063600000848,
                    0.026550085000025092,
                    0.02784384599999612,
                    0.025873698999987482,
                    0.025888416999976016
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 37.37097847194286
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.204493076712996e-07,
                "ram": 3.846905034495762e-08,
                "gpu": 0.0,
                "total": 9.589183580162575e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1042841.6471958357
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.9760648460000141,
                "mean": 0.06971891757142958,
                "stdev": 0.0007157762539604539,
                "p50": 0.06970139349999727,
                "p90": 0.07056339270000364,
                "p95": 0.07060894270000802,
                "p99": 0.0706569293400213,
                "values": [
                    0.06939534200000708,
                    0.06911407999999142,
                    0.0705324730000143,
                    0.06928323399998249,
                    0.07066892600002461,
                    0.07057664399999908,
                    0.06926396800000134,
                    0.07027315199999862,
                    0.06957379299998934,
                    0.06982941699999401,
                    0.06910669000001235,
                    0.0698289940000052,
                    0.07052190299998529,
                    0.06809623000000897
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 14.343309317380946
            },
            "energy": null,
            "efficiency": null
        }
    }
}