{
    "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": 16757.342208,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.5.0-1024-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": "a4519acdcbbeba6e03efbda65aae011ed2a194fb",
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "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": 1110.315008,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.969041527000002,
                "mean": 4.969041527000002,
                "stdev": 0.0,
                "p50": 4.969041527000002,
                "p90": 4.969041527000002,
                "p95": 4.969041527000002,
                "p99": 4.969041527000002,
                "values": [
                    4.969041527000002
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.854804754257203e-05,
                "ram": 2.865136473079701e-06,
                "gpu": 0,
                "total": 7.141318401565173e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 964.046848,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.636179258999988,
                "mean": 0.04544137564285628,
                "stdev": 0.0009437263099339549,
                "p50": 0.0458733465000023,
                "p90": 0.04629162599999574,
                "p95": 0.046399372450001405,
                "p99": 0.046540327290001356,
                "values": [
                    0.04630449900000144,
                    0.04626158899998245,
                    0.04477074999999786,
                    0.045667264000002206,
                    0.046575566000001345,
                    0.04608166200000596,
                    0.04620294899999067,
                    0.04463948399998685,
                    0.04607942900000239,
                    0.04433467399999813,
                    0.046111408000001575,
                    0.0455870670000138,
                    0.04368638100001476,
                    0.0438765369999885
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 44.01275207244776
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.7489427529671341e-06,
                "ram": 7.309122768788256e-08,
                "gpu": 0.0,
                "total": 1.8220339806550166e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1097674.3689933845
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 964.964352,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.39252630100003216,
                "mean": 0.028037592928573725,
                "stdev": 0.0009457302190630344,
                "p50": 0.02801328850000573,
                "p90": 0.02947875720000184,
                "p95": 0.029842693050005663,
                "p99": 0.029893394610008953,
                "values": [
                    0.028150906999997005,
                    0.027991267000004427,
                    0.02980856700000345,
                    0.028495391000006975,
                    0.029906070000009777,
                    0.028709200999998075,
                    0.02803531000000703,
                    0.0274936370000205,
                    0.027062380000018038,
                    0.028535516000005146,
                    0.027331352000004472,
                    0.02699109699997848,
                    0.02707404199998109,
                    0.026941563999997697
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.66639984208053
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0960379372472346e-06,
                "ram": 4.5799637752890814e-08,
                "gpu": 0.0,
                "total": 1.141837575000126e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 875781.3036586132
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3871098909999944,
                "mean": 0.027650706499999598,
                "stdev": 0.0009183368980128819,
                "p50": 0.02763410450000947,
                "p90": 0.028985335100011868,
                "p95": 0.029357183450008505,
                "p99": 0.02948942308999676,
                "values": [
                    0.027748333999994657,
                    0.02761626600002387,
                    0.02926817600001641,
                    0.028115029999980834,
                    0.029522482999993827,
                    0.028325373000001264,
                    0.02765194299999507,
                    0.0271184949999963,
                    0.02669041400000083,
                    0.028165142999995396,
                    0.026959898000001203,
                    0.026641272999995635,
                    0.026716061999991325,
                    0.026571001000007755
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.165441197678426
            },
            "energy": null,
            "efficiency": null
        }
    }
}