{
    "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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-212.873.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": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 791.22432,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.4259619140625,
                "mean": 7.4259619140625,
                "stdev": 0.0,
                "p50": 7.4259619140625,
                "p90": 7.4259619140625,
                "p95": 7.4259619140625,
                "p99": 7.4259619140625,
                "values": [
                    7.4259619140625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.98275192361062e-07,
                "ram": 5.307296700069239e-07,
                "gpu": 1.6650013319999182e-06,
                "total": 3.194006194367904e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1196.105728,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.48828111886978137,
                "mean": 0.006688782450270979,
                "stdev": 0.00025867567175981497,
                "p50": 0.006694015979766846,
                "p90": 0.006919558429718017,
                "p95": 0.007253024005889892,
                "p99": 0.007624242000579835,
                "values": [
                    0.007560160160064697,
                    0.007291872024536133,
                    0.0072806720733642576,
                    0.007234591960906983,
                    0.0077890238761901855,
                    0.0066863040924072265,
                    0.006645376205444336,
                    0.006524543762207031,
                    0.006520031929016113,
                    0.006694208145141602,
                    0.006550591945648193,
                    0.0065147199630737306,
                    0.0065006399154663086,
                    0.006508959770202637,
                    0.006507711887359619,
                    0.006721983909606934,
                    0.006675072193145752,
                    0.006494080066680908,
                    0.006502079963684082,
                    0.007037087917327881,
                    0.007103263854980469,
                    0.006832223892211914,
                    0.006782879829406738,
                    0.006711359977722168,
                    0.006725279808044433,
                    0.006747583866119385,
                    0.006507967948913574,
                    0.006474271774291992,
                    0.006518208026885987,
                    0.006507967948913574,
                    0.006498079776763916,
                    0.006736671924591065,
                    0.006795584201812744,
                    0.006741727828979492,
                    0.006698080062866211,
                    0.006719327926635742,
                    0.0067223038673400876,
                    0.006694015979766846,
                    0.006708000183105469,
                    0.006698239803314209,
                    0.006741856098175049,
                    0.006743711948394775,
                    0.006713312149047851,
                    0.006708159923553467,
                    0.006722527980804444,
                    0.006820608139038086,
                    0.006737184047698974,
                    0.0066715202331542964,
                    0.006938560009002686,
                    0.006795199871063232,
                    0.006839072227478028,
                    0.00678876781463623,
                    0.006843552112579345,
                    0.006838816165924072,
                    0.006824480056762695,
                    0.006460224151611328,
                    0.0064817600250244144,
                    0.006463327884674072,
                    0.006440256118774414,
                    0.006507040023803711,
                    0.0064687361717224124,
                    0.006453824043273926,
                    0.006471295833587646,
                    0.006462080001831055,
                    0.00644163179397583,
                    0.006485983848571777,
                    0.0064795842170715335,
                    0.0064653120040893556,
                    0.006463424205780029,
                    0.006451615810394287,
                    0.006426623821258545,
                    0.006477695941925049,
                    0.006490623950958252
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 299.00808030002156
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.097561308106375e-08,
                "ram": 4.425517151738743e-08,
                "gpu": 1.557862168435364e-07,
                "total": 2.810170014419876e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7117007.119631069
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1214.513152,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.5158045735359191,
                "mean": 0.007065816075834509,
                "stdev": 0.0002698582082972627,
                "p50": 0.007040319919586181,
                "p90": 0.0075293438911437985,
                "p95": 0.007678003215789795,
                "p99": 0.007761466674804688,
                "values": [
                    0.007688352108001709,
                    0.007692671775817871,
                    0.007612448215484619,
                    0.007644512176513672,
                    0.0072195520401000975,
                    0.006874015808105469,
                    0.006874911785125733,
                    0.0068674559593200684,
                    0.00793836784362793,
                    0.0070275840759277345,
                    0.006819647789001465,
                    0.006858335971832275,
                    0.006837632179260254,
                    0.006845376014709473,
                    0.007027743816375732,
                    0.007026016235351562,
                    0.007153567790985108,
                    0.006825984001159668,
                    0.007690591812133789,
                    0.007577951908111572,
                    0.007316480159759522,
                    0.007334911823272705,
                    0.007095744132995605,
                    0.007056128025054931,
                    0.007040319919586181,
                    0.007039487838745117,
                    0.006828447818756103,
                    0.00685103988647461,
                    0.006830111980438232,
                    0.006825471878051758,
                    0.0069556479454040525,
                    0.00716918420791626,
                    0.007113599777221679,
                    0.007065951824188232,
                    0.007194111824035645,
                    0.007056831836700439,
                    0.007073984146118164,
                    0.007063712120056152,
                    0.007130080223083496,
                    0.007056511878967285,
                    0.007124512195587158,
                    0.007062367916107178,
                    0.007051551818847656,
                    0.007149184226989746,
                    0.0071057920455932615,
                    0.007108160018920898,
                    0.007035327911376953,
                    0.007671103954315185,
                    0.007220831871032715,
                    0.0072344961166381835,
                    0.0072135357856750485,
                    0.007216159820556641,
                    0.007237279891967773,
                    0.0072167677879333494,
                    0.007232416152954102,
                    0.0068128957748413085,
                    0.0068104958534240725,
                    0.006823520183563233,
                    0.006823071956634522,
                    0.006792031764984131,
                    0.006894303798675537,
                    0.006837567806243896,
                    0.006821055889129638,
                    0.00682144021987915,
                    0.0068336639404296875,
                    0.006774335861206055,
                    0.006877376079559326,
                    0.006810592174530029,
                    0.006781919956207276,
                    0.006806879997253418,
                    0.006804416179656983,
                    0.0067944002151489255,
                    0.0068046398162841795
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 141.52646902599923
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.823386421523186e-08,
                "ram": 4.279499238207218e-08,
                "gpu": 1.5204365904979912e-07,
                "total": 2.730725156471031e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3662030.935739865
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.4852275538444518,
                "mean": 0.006646952792389752,
                "stdev": 0.0002424786794601238,
                "p50": 0.006638591766357422,
                "p90": 0.007045734596252441,
                "p95": 0.007140147113800049,
                "p99": 0.00730132495880127,
                "values": [
                    0.007162879943847656,
                    0.007124991893768311,
                    0.007074816226959229,
                    0.007117824077606201,
                    0.006805568218231201,
                    0.006471680164337158,
                    0.006459392070770263,
                    0.006461440086364746,
                    0.0074967041015625,
                    0.006636544227600098,
                    0.0064174079895019534,
                    0.006458367824554443,
                    0.006448128223419189,
                    0.0064430079460144046,
                    0.006616064071655273,
                    0.006620160102844238,
                    0.006711296081542969,
                    0.006436863899230957,
                    0.007172095775604248,
                    0.00707583999633789,
                    0.006889472007751465,
                    0.006929408073425293,
                    0.006690815925598144,
                    0.0066447358131408694,
                    0.006638591766357422,
                    0.0066344962120056155,
                    0.006420415878295898,
                    0.006459392070770263,
                    0.006433792114257812,
                    0.006412288188934326,
                    0.0065484800338745115,
                    0.006763519763946534,
                    0.006708223819732666,
                    0.006662144184112549,
                    0.006793216228485107,
                    0.006647808074951172,
                    0.006669312000274658,
                    0.006654975891113281,
                    0.006719456195831299,
                    0.006649856090545654,
                    0.006694911956787109,
                    0.006660096168518067,
                    0.006645760059356689,
                    0.006744063854217529,
                    0.006694911956787109,
                    0.0067041277885437015,
                    0.006632448196411133,
                    0.007225344181060791,
                    0.006778880119323731,
                    0.006819871902465821,
                    0.006765567779541016,
                    0.006806528091430664,
                    0.006778880119323731,
                    0.0067983360290527345,
                    0.006811647891998291,
                    0.006412288188934326,
                    0.006402048110961914,
                    0.0064204797744750975,
                    0.006432767868041992,
                    0.006394879817962646,
                    0.006499328136444092,
                    0.006435840129852295,
                    0.006411263942718506,
                    0.006397952079772949,
                    0.0064430079460144046,
                    0.006378496170043945,
                    0.006457344055175781,
                    0.00642252779006958,
                    0.00638262414932251,
                    0.006384640216827392,
                    0.006415359973907471,
                    0.006406144142150879,
                    0.006387712001800537
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 150.44487771071923
            },
            "energy": null,
            "efficiency": null
        }
    }
}