{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_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": 66697.25696,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.220-209.869.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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "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": 789.815296,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.431103515625,
                "mean": 7.431103515625,
                "stdev": 0.0,
                "p50": 7.431103515625,
                "p90": 7.431103515625,
                "p95": 7.431103515625,
                "p99": 7.431103515625,
                "values": [
                    7.431103515625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0243886208332893e-06,
                "ram": 5.195691628008858e-07,
                "gpu": 1.7377791679997878e-06,
                "total": 3.281736951633963e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1203.42528,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 0.4900594234466552,
                "mean": 0.006448150308508623,
                "stdev": 0.0002063524450380886,
                "p50": 0.006399183988571167,
                "p90": 0.00658235216140747,
                "p95": 0.006605607986450195,
                "p99": 0.007551559805870056,
                "values": [
                    0.007488959789276123,
                    0.007739359855651855,
                    0.00671619176864624,
                    0.006488607883453369,
                    0.006416704177856445,
                    0.006434591770172119,
                    0.006441376209259033,
                    0.006420383930206299,
                    0.006397791862487793,
                    0.006419936180114746,
                    0.00641209602355957,
                    0.006384928226470948,
                    0.006391232013702393,
                    0.006410880088806152,
                    0.006411680221557617,
                    0.006395199775695801,
                    0.006432608127593994,
                    0.006408607959747315,
                    0.006398943901062012,
                    0.0063797121047973636,
                    0.006420191764831543,
                    0.006385183811187744,
                    0.006379168033599853,
                    0.006411520004272461,
                    0.00640835189819336,
                    0.00638588809967041,
                    0.006407104015350342,
                    0.006404704093933106,
                    0.00640067195892334,
                    0.006365248203277588,
                    0.006415584087371826,
                    0.00649567985534668,
                    0.00637391996383667,
                    0.0063854079246521,
                    0.0063994240760803225,
                    0.006425920009613037,
                    0.00638592004776001,
                    0.0063949117660522465,
                    0.00639628791809082,
                    0.0063925118446350095,
                    0.006394144058227539,
                    0.006420224189758301,
                    0.0064039998054504395,
                    0.006383647918701172,
                    0.00642252779006958,
                    0.006389440059661865,
                    0.006390655994415283,
                    0.006407423973083496,
                    0.0064486398696899415,
                    0.006401567935943603,
                    0.00651635217666626,
                    0.006603231906890869,
                    0.006602208137512207,
                    0.0065766401290893554,
                    0.006588064193725586,
                    0.006588319778442383,
                    0.006612736225128174,
                    0.006431168079376221,
                    0.006387648105621338,
                    0.006363999843597412,
                    0.006385663986206055,
                    0.006395071983337402,
                    0.006397056102752686,
                    0.006385056018829346,
                    0.00636956787109375,
                    0.006363647937774658,
                    0.006281248092651367,
                    0.006308095932006836,
                    0.006291520118713379,
                    0.006288896083831787,
                    0.006355008125305176,
                    0.0063949117660522465,
                    0.006382175922393799,
                    0.006352128028869629,
                    0.006368351936340332,
                    0.006384992122650147
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 310.16646701937304
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.94193476666665e-08,
                "ram": 4.339340261003472e-08,
                "gpu": 1.663279108399989e-07,
                "total": 2.8914066111670015e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 6917048.58208365
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1221.832704,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 0.5124876160621641,
                "mean": 0.006743258106081109,
                "stdev": 0.0001413243326969484,
                "p50": 0.0067042880058288574,
                "p90": 0.006867023944854736,
                "p95": 0.006927111864089966,
                "p99": 0.007395271897315979,
                "values": [
                    0.0076054401397705074,
                    0.007325215816497803,
                    0.0067495999336242675,
                    0.0067173118591308595,
                    0.006715616226196289,
                    0.006716383934020996,
                    0.006704832077026367,
                    0.006729536056518555,
                    0.0068568320274353025,
                    0.006708223819732666,
                    0.006711071968078614,
                    0.00669209623336792,
                    0.006693727970123291,
                    0.006686783790588379,
                    0.0067283201217651365,
                    0.006696288108825684,
                    0.006695648193359375,
                    0.006716288089752197,
                    0.006683231830596924,
                    0.006689407825469971,
                    0.006689023971557617,
                    0.006816544055938721,
                    0.006696383953094482,
                    0.0066995201110839845,
                    0.006709504127502442,
                    0.006718976020812988,
                    0.006691455841064453,
                    0.0066921601295471195,
                    0.006707808017730713,
                    0.006679872035980225,
                    0.006672927856445313,
                    0.006700928211212158,
                    0.0067292160987854005,
                    0.006684480190277099,
                    0.00678172779083252,
                    0.006710912227630615,
                    0.006704544067382813,
                    0.00668620777130127,
                    0.006712287902832031,
                    0.006719871997833252,
                    0.0067079682350158695,
                    0.006679647922515869,
                    0.006715680122375488,
                    0.006695583820343017,
                    0.006683167934417725,
                    0.006673696041107177,
                    0.006738592147827149,
                    0.006815552234649658,
                    0.006680736064910889,
                    0.006940383911132813,
                    0.006806816101074219,
                    0.0068772158622741695,
                    0.006934815883636474,
                    0.00691206407546997,
                    0.006924543857574463,
                    0.0069045119285583495,
                    0.0068533759117126464,
                    0.006715007781982422,
                    0.006669504165649414,
                    0.006684480190277099,
                    0.006777823925018311,
                    0.006701951980590821,
                    0.006696320056915283,
                    0.006671775817871093,
                    0.006684000015258789,
                    0.006583583831787109,
                    0.006598464012145996,
                    0.006586495876312256,
                    0.006638751983642578,
                    0.006704031944274902,
                    0.006684639930725098,
                    0.006660255908966064,
                    0.006698368072509765,
                    0.006797984123229981,
                    0.0066843838691711425,
                    0.006679232120513916
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 148.29626632535306
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.53675468950212e-08,
                "ram": 4.1060991202493536e-08,
                "gpu": 1.331672782509143e-07,
                "total": 2.4959581634842894e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 4006477.410679141
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 0.4824800930023193,
                "mean": 0.006348422276346307,
                "stdev": 0.00012215592913111274,
                "p50": 0.006311935901641846,
                "p90": 0.006464511871337891,
                "p95": 0.006503424167633057,
                "p99": 0.006901247978210449,
                "values": [
                    0.007074816226959229,
                    0.006843391895294189,
                    0.0063539199829101565,
                    0.006313983917236328,
                    0.0063303041458129886,
                    0.006329343795776367,
                    0.00630675220489502,
                    0.0063283839225769046,
                    0.006462463855743408,
                    0.00632422399520874,
                    0.006294528007507324,
                    0.006299647808074951,
                    0.006310912132263183,
                    0.006295551776885986,
                    0.006333439826965332,
                    0.006311935901641846,
                    0.0063099517822265624,
                    0.006301695823669433,
                    0.006301695823669433,
                    0.006304768085479737,
                    0.006292479991912842,
                    0.006427648067474365,
                    0.006313983917236328,
                    0.006307839870452881,
                    0.006306816101074219,
                    0.006335487842559814,
                    0.006311935901641846,
                    0.006306816101074219,
                    0.006318079948425293,
                    0.006299647808074951,
                    0.00628223991394043,
                    0.006298624038696289,
                    0.006347775936126709,
                    0.006302720069885254,
                    0.006396927833557129,
                    0.006325247764587402,
                    0.006319104194641113,
                    0.006292479991912842,
                    0.0063129281997680664,
                    0.006338560104370118,
                    0.00632422399520874,
                    0.006298624038696289,
                    0.006333439826965332,
                    0.006311935901641846,
                    0.006292479991912842,
                    0.0062904319763183595,
                    0.0063569917678833006,
                    0.00643071985244751,
                    0.006298624038696289,
                    0.006466559886932373,
                    0.006415359973907471,
                    0.006478847980499268,
                    0.0065382399559021,
                    0.006501376152038574,
                    0.006496255874633789,
                    0.006509568214416504,
                    0.006453248023986816,
                    0.006329343795776367,
                    0.00628326416015625,
                    0.006273024082183838,
                    0.006385663986206055,
                    0.006318079948425293,
                    0.006305791854858398,
                    0.006278143882751465,
                    0.006280191898345947,
                    0.0062044157981872555,
                    0.006220799922943115,
                    0.0062044157981872555,
                    0.006244351863861084,
                    0.006323200225830078,
                    0.006303743839263916,
                    0.006278143882751465,
                    0.0062863359451293946,
                    0.006406144142150879,
                    0.0062975997924804685,
                    0.006291456222534179
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 157.51945230957884
            },
            "energy": null,
            "efficiency": null
        }
    }
}