{
    "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": {},
            "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-6.5.0-1023-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "3f7b9d2c002cca7024cac52f3c7535f2a03b7b03",
            "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": 1104.044032,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.936803760999965,
                "mean": 4.936803760999965,
                "stdev": 0.0,
                "p50": 4.936803760999965,
                "p90": 4.936803760999965,
                "p95": 4.936803760999965,
                "p99": 4.936803760999965,
                "values": [
                    4.936803760999965
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.771559450361464e-05,
                "ram": 2.8302408442471006e-06,
                "gpu": 0,
                "total": 7.054583534786175e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 957.27616,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6552342240001394,
                "mean": 0.04680244457143853,
                "stdev": 0.0024023932275525823,
                "p50": 0.04711709800000108,
                "p90": 0.04977291200000877,
                "p95": 0.05024814835001621,
                "p99": 0.05052083687001982,
                "values": [
                    0.050589009000020724,
                    0.04848956900002577,
                    0.04707821499999909,
                    0.0490922879999971,
                    0.05006460800001378,
                    0.04715598100000307,
                    0.04727819000004274,
                    0.048784079000029124,
                    0.045359033000011095,
                    0.04376980000000685,
                    0.04382255900003429,
                    0.043357057999969584,
                    0.043437529000016184,
                    0.04695630599997003
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 42.7328106109336
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.75898858314551e-06,
                "ram": 7.351141046797237e-08,
                "gpu": 0.0,
                "total": 1.8324999936134826e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1091405.1879783238
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 958.193664,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.40391200299995944,
                "mean": 0.02885085735713996,
                "stdev": 0.0015551682606210855,
                "p50": 0.028984333500005732,
                "p90": 0.030256682200001706,
                "p95": 0.030879474849996313,
                "p99": 0.031796157369979025,
                "values": [
                    0.029773771999998644,
                    0.030262477000007948,
                    0.03024316099998714,
                    0.029031742000029226,
                    0.029638267999985146,
                    0.032025327999974706,
                    0.02893692499998224,
                    0.030006608999997297,
                    0.02832313599998315,
                    0.026986844000020938,
                    0.026156197999966935,
                    0.02803332199999886,
                    0.027544567000006737,
                    0.026949654000020473
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 34.66101501321664
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.97930571268914e-07,
                "ram": 4.1706411858285725e-08,
                "gpu": 0.0,
                "total": 1.0396369831271993e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 961874.2082375981
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3979374259998849,
                "mean": 0.028424101857134638,
                "stdev": 0.0014790520041296558,
                "p50": 0.02850717500001565,
                "p90": 0.029767586399992753,
                "p95": 0.030379720099998054,
                "p99": 0.031250692020017255,
                "values": [
                    0.029254329999957918,
                    0.02979348899998513,
                    0.029707147000010536,
                    0.02856500800004369,
                    0.029172084999970593,
                    0.031468435000022055,
                    0.02844934199998761,
                    0.02954054599996425,
                    0.027995111999985056,
                    0.02666716499999211,
                    0.025835977999975057,
                    0.0277031539999939,
                    0.027159806999975444,
                    0.026625828000021556
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.18141065727266
            },
            "energy": null,
            "efficiency": null
        }
    }
}