{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "gpt2",
            "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": {},
            "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": true,
            "device_isolation_action": "error",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.43.2",
            "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": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 720.326656,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.133515625,
                "mean": 7.133515625,
                "stdev": 0.0,
                "p50": 7.133515625,
                "p90": 7.133515625,
                "p95": 7.133515625,
                "p99": 7.133515625,
                "values": [
                    7.133515625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.894331296284993e-07,
                "ram": 5.263440051382418e-07,
                "gpu": 1.8175014540044998e-06,
                "total": 3.333278588771241e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1025.028096,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 72,
                "total": 0.48994566297531134,
                "mean": 0.006804800874657101,
                "stdev": 0.0003157067701432259,
                "p50": 0.006880256175994873,
                "p90": 0.007158060646057129,
                "p95": 0.00723548460006714,
                "p99": 0.0074274861669540405,
                "values": [
                    0.007403488159179687,
                    0.007200319766998291,
                    0.007011519908905029,
                    0.007093088150024414,
                    0.006813600063323975,
                    0.007106239795684814,
                    0.007057792186737061,
                    0.007053343772888183,
                    0.00692303991317749,
                    0.007131231784820557,
                    0.00709225606918335,
                    0.006944640159606934,
                    0.007059743881225586,
                    0.006977727890014648,
                    0.0068997759819030766,
                    0.00692793607711792,
                    0.006940447807312012,
                    0.007019199848175049,
                    0.007145792007446289,
                    0.007181983947753906,
                    0.006925792217254639,
                    0.007072512149810791,
                    0.007058080196380615,
                    0.006851903915405274,
                    0.006970687866210938,
                    0.007035711765289307,
                    0.006897632122039795,
                    0.006944416046142578,
                    0.006930943965911865,
                    0.007159423828125,
                    0.007140927791595459,
                    0.006999167919158935,
                    0.007395455837249756,
                    0.007486239910125732,
                    0.007089503765106201,
                    0.006826528072357178,
                    0.006636991977691651,
                    0.006423136234283447,
                    0.006799359798431396,
                    0.0071727681159973146,
                    0.007278463840484619,
                    0.007042943954467773,
                    0.0068628802299499515,
                    0.006751584053039551,
                    0.00672105598449707,
                    0.006344799995422363,
                    0.006334815979003906,
                    0.006387199878692627,
                    0.006383200168609619,
                    0.006333951950073242,
                    0.006729472160339356,
                    0.006648352146148681,
                    0.006591008186340332,
                    0.006609151840209961,
                    0.006391200065612793,
                    0.00641212797164917,
                    0.006422976016998291,
                    0.0063928961753845215,
                    0.006332096099853516,
                    0.006323232173919678,
                    0.0063786239624023435,
                    0.006381311893463135,
                    0.006337567806243897,
                    0.006650015830993652,
                    0.006616831779479981,
                    0.00657590389251709,
                    0.0066202239990234375,
                    0.006376416206359863,
                    0.006379519939422608,
                    0.006356800079345703,
                    0.00662332820892334,
                    0.006555359840393066
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 293.9101432708391
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.901359818599844e-08,
                "ram": 4.319724211308654e-08,
                "gpu": 1.541945678000071e-07,
                "total": 2.7640540809909205e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7235748.438333721
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1040.67072,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 72,
                "total": 0.5120450224876406,
                "mean": 0.00711173642343945,
                "stdev": 0.00032104331630082854,
                "p50": 0.007229039907455445,
                "p90": 0.007436902236938476,
                "p95": 0.007546742224693298,
                "p99": 0.007737100067138672,
                "values": [
                    0.007523327827453613,
                    0.007494912147521972,
                    0.007329696178436279,
                    0.007222015857696534,
                    0.007244416236877441,
                    0.007390431880950928,
                    0.007417344093322754,
                    0.00725497579574585,
                    0.0073563199043273925,
                    0.0073705601692199705,
                    0.0073652157783508304,
                    0.00734819221496582,
                    0.007380447864532471,
                    0.007107711791992187,
                    0.007361792087554932,
                    0.007215519905090332,
                    0.007298943996429444,
                    0.007437215805053711,
                    0.0073983359336853025,
                    0.007265215873718262,
                    0.007427872180938721,
                    0.0073398399353027345,
                    0.007309408187866211,
                    0.007321055889129639,
                    0.007399360179901123,
                    0.0072525119781494144,
                    0.0072847681045532225,
                    0.007288544178009033,
                    0.007363071918487549,
                    0.0074340801239013675,
                    0.0074217281341552735,
                    0.007360799789428711,
                    0.007778495788574219,
                    0.00750271987915039,
                    0.007104191780090332,
                    0.0072360639572143556,
                    0.00666758394241333,
                    0.006972959995269775,
                    0.00757535982131958,
                    0.007720191955566406,
                    0.007633088111877441,
                    0.007320831775665284,
                    0.007092671871185303,
                    0.006969151973724365,
                    0.006924287796020508,
                    0.006669248104095459,
                    0.0067135682106018064,
                    0.006613632202148437,
                    0.00664086389541626,
                    0.006647647857666016,
                    0.006953407764434814,
                    0.0069027838706970214,
                    0.006877120018005371,
                    0.006854752063751221,
                    0.006679679870605469,
                    0.006676000118255615,
                    0.006643040180206299,
                    0.006660287857055664,
                    0.006677472114562989,
                    0.006731103897094726,
                    0.006615647792816162,
                    0.006738687992095947,
                    0.006650464057922363,
                    0.006861055850982666,
                    0.0068997759819030766,
                    0.006877471923828125,
                    0.006825823783874512,
                    0.006633503913879395,
                    0.006723840236663819,
                    0.006989920139312744,
                    0.006898784160614014,
                    0.006906208038330078
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 140.61263529172948
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.619047189286378e-08,
                "ram": 4.142302715015805e-08,
                "gpu": 1.4833453425185134e-07,
                "total": 2.659480332948733e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3760133.089201066
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 72,
                "total": 0.47871692800521864,
                "mean": 0.006648846222294701,
                "stdev": 0.0002661992260537953,
                "p50": 0.006709759950637818,
                "p90": 0.006919782209396362,
                "p95": 0.007032985639572144,
                "p99": 0.007212349452972412,
                "values": [
                    0.006976511955261231,
                    0.006989823818206787,
                    0.006816800117492676,
                    0.006708223819732666,
                    0.006732800006866455,
                    0.006856704235076904,
                    0.0068853759765625,
                    0.006756351947784424,
                    0.006834176063537598,
                    0.006860799789428711,
                    0.006859776020050049,
                    0.0068392958641052244,
                    0.0068689918518066405,
                    0.006625279903411865,
                    0.0068577280044555666,
                    0.006661119937896728,
                    0.00678604793548584,
                    0.006920191764831543,
                    0.006879231929779053,
                    0.0067717118263244626,
                    0.006865920066833496,
                    0.006813695907592773,
                    0.006813695907592773,
                    0.006818816184997558,
                    0.006866975784301758,
                    0.006711296081542969,
                    0.0067901120185852055,
                    0.00677785587310791,
                    0.006845439910888672,
                    0.006916096210479736,
                    0.0068618240356445315,
                    0.006847487926483154,
                    0.00724070405960083,
                    0.007002111911773682,
                    0.0066713600158691405,
                    0.006754303932189941,
                    0.006270944118499756,
                    0.006501376152038574,
                    0.007070720195770264,
                    0.007200767993927002,
                    0.007079936027526855,
                    0.006881279945373535,
                    0.006654975891113281,
                    0.006568960189819336,
                    0.006495232105255127,
                    0.006281216144561768,
                    0.006328320026397705,
                    0.006227968215942382,
                    0.006251520156860352,
                    0.0062638077735900875,
                    0.006556608200073242,
                    0.006500415802001953,
                    0.006482944011688232,
                    0.006461440086364746,
                    0.006276095867156982,
                    0.006289408206939697,
                    0.0062566399574279785,
                    0.006240255832672119,
                    0.006292479991912842,
                    0.006344704151153564,
                    0.006230016231536865,
                    0.006322175979614258,
                    0.0062638077735900875,
                    0.006458367824554443,
                    0.006496255874633789,
                    0.006479872226715088,
                    0.00643174409866333,
                    0.006243328094482422,
                    0.006335487842559814,
                    0.006592512130737305,
                    0.006493184089660644,
                    0.0065075201988220215
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 150.40203466382357
            },
            "energy": null,
            "efficiency": null
        }
    }
}