{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model": "openai-community/gpt2",
            "processor": "openai-community/gpt2",
            "device": "cuda",
            "device_ids": "0",
            "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": true,
            "device_isolation_action": "error",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": null,
            "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": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1083.629568,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.007552
            },
            "latency": {
                "unit": "s",
                "count": 56,
                "total": 0.4932210588455201,
                "mean": 0.008807518907955714,
                "stdev": 0.00033278816544258,
                "p50": 0.00882576036453247,
                "p90": 0.00915651226043701,
                "p95": 0.009340528011322022,
                "p99": 0.009655062484741213,
                "values": [
                    0.009947327613830567,
                    0.00932159996032715,
                    0.009183072090148925,
                    0.009129952430725098,
                    0.00884601593017578,
                    0.008802816390991211,
                    0.008823936462402343,
                    0.0089552001953125,
                    0.009027935981750489,
                    0.00885587215423584,
                    0.00893068790435791,
                    0.008900416374206544,
                    0.008923711776733399,
                    0.008817503929138184,
                    0.008840224266052247,
                    0.008864319801330567,
                    0.008906784057617188,
                    0.008979167938232422,
                    0.00899942398071289,
                    0.009415936470031739,
                    0.008891519546508788,
                    0.008799039840698242,
                    0.008793824195861817,
                    0.008748160362243653,
                    0.008798336029052735,
                    0.008827584266662598,
                    0.00889948844909668,
                    0.00906003189086914,
                    0.00885859203338623,
                    0.008808671951293945,
                    0.008780320167541504,
                    0.008721247673034668,
                    0.008510080337524414,
                    0.008696767807006836,
                    0.009091360092163086,
                    0.009294495582580567,
                    0.008986399650573731,
                    0.00896787166595459,
                    0.008876064300537109,
                    0.00876425552368164,
                    0.008718784332275391,
                    0.008727904319763183,
                    0.008766655921936034,
                    0.008704319953918457,
                    0.00832310390472412,
                    0.008282719612121582,
                    0.0083372802734375,
                    0.008296192169189453,
                    0.008258432388305663,
                    0.008290783882141113,
                    0.008320992469787597,
                    0.008290464401245118,
                    0.008268832206726074,
                    0.00829366397857666,
                    0.00829759979248047,
                    0.009397312164306641
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 227.07870637591554
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0346062805341638e-07,
                "ram": 5.656089233841909e-08,
                "gpu": 1.7682381295652125e-07,
                "total": 3.368453333483567e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 5937443.0992388185
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1083.629568,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.4576
            },
            "latency": {
                "unit": "s",
                "count": 56,
                "total": 0.5091750068664552,
                "mean": 0.009092410836900985,
                "stdev": 0.0003091226335411273,
                "p50": 0.009143328189849854,
                "p90": 0.009432144165039062,
                "p95": 0.00951979160308838,
                "p99": 0.009736747360229493,
                "values": [
                    0.009923711776733398,
                    0.009509087562561035,
                    0.00943724822998047,
                    0.009295904159545898,
                    0.009190560340881348,
                    0.009089471817016602,
                    0.009206784248352052,
                    0.009240863800048828,
                    0.009149888038635253,
                    0.0092511043548584,
                    0.009208831787109375,
                    0.00921951961517334,
                    0.00934832000732422,
                    0.009117695808410644,
                    0.009156384468078614,
                    0.00918841552734375,
                    0.009282272338867187,
                    0.009270208358764648,
                    0.009583776473999023,
                    0.009551903724670411,
                    0.009117919921875,
                    0.00911955165863037,
                    0.009292960166931152,
                    0.009052927970886231,
                    0.009131232261657714,
                    0.009108991622924804,
                    0.009477215766906738,
                    0.00927171230316162,
                    0.009136768341064453,
                    0.009195072174072266,
                    0.00888111972808838,
                    0.009045151710510254,
                    0.008602815628051758,
                    0.009320544242858888,
                    0.009427040100097657,
                    0.009371871948242188,
                    0.009184191703796387,
                    0.009191072463989258,
                    0.009031647682189942,
                    0.00902780818939209,
                    0.009118656158447265,
                    0.009022944450378418,
                    0.009020768165588378,
                    0.008995136260986329,
                    0.008536352157592773,
                    0.008583647727966309,
                    0.00855731201171875,
                    0.00853711986541748,
                    0.008580512046813964,
                    0.008566047668457031,
                    0.008555551528930665,
                    0.008551615715026856,
                    0.008555775642395019,
                    0.008610976219177247,
                    0.009020511627197265,
                    0.009152511596679687
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 109.98183187472812
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.904183656609265e-08,
                "ram": 5.4157577730956454e-08,
                "gpu": 1.7001262270449928e-07,
                "total": 3.2321203700154845e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3093944.17756542
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.9845053462982174,
                "mean": 0.017900097205422138,
                "stdev": 0.000575301543064944,
                "p50": 0.01803468894958496,
                "p90": 0.018555878829956053,
                "p95": 0.018670022392272948,
                "p99": 0.018956697998046876,
                "values": [
                    0.018914304733276367,
                    0.018615360260009765,
                    0.01851897621154785,
                    0.018082815170288084,
                    0.017921024322509766,
                    0.01805721664428711,
                    0.01823539161682129,
                    0.01822105598449707,
                    0.018127872467041017,
                    0.018182144165039063,
                    0.018152448654174806,
                    0.018349056243896485,
                    0.017945600509643556,
                    0.018061311721801757,
                    0.01803468894958496,
                    0.01825279998779297,
                    0.01828556823730469,
                    0.0186060791015625,
                    0.019006464004516603,
                    0.018067455291748045,
                    0.017960960388183594,
                    0.018107391357421874,
                    0.01784320068359375,
                    0.017920000076293945,
                    0.01800499153137207,
                    0.018397184371948243,
                    0.01836953544616699,
                    0.01804902458190918,
                    0.01804595184326172,
                    0.017744895935058593,
                    0.017763328552246094,
                    0.01722163200378418,
                    0.017957887649536132,
                    0.018505727767944336,
                    0.01879756736755371,
                    0.01820876884460449,
                    0.018207744598388673,
                    0.01796505546569824,
                    0.01782476806640625,
                    0.017863679885864257,
                    0.01777561569213867,
                    0.01781452751159668,
                    0.017723392486572266,
                    0.016910335540771485,
                    0.016869375228881836,
                    0.016949247360229493,
                    0.016858112335205077,
                    0.01685606384277344,
                    0.016891904830932617,
                    0.016904191970825197,
                    0.01686835289001465,
                    0.01684787178039551,
                    0.016927743911743166,
                    0.017331199645996095,
                    0.018580480575561522
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 55.865618411116166
            },
            "energy": null,
            "efficiency": null
        }
    }
}