{
    "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": "4.43.1",
            "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": 720.449536,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.1946474609375,
                "mean": 7.1946474609375,
                "stdev": 0.0,
                "p50": 7.1946474609375,
                "p90": 7.1946474609375,
                "p95": 7.1946474609375,
                "p99": 7.1946474609375,
                "values": [
                    7.1946474609375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.893768363528782e-07,
                "ram": 5.258210349848015e-07,
                "gpu": 0.0,
                "total": 1.5151978713376798e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1052.635136,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 0.4893866252899169,
                "mean": 0.006439297701183118,
                "stdev": 0.00018623583618427407,
                "p50": 0.006382272005081176,
                "p90": 0.006617007970809937,
                "p95": 0.006704480051994323,
                "p99": 0.007249576091766357,
                "values": [
                    0.007402336120605469,
                    0.00719865608215332,
                    0.006630943775177002,
                    0.006606048107147217,
                    0.00644217586517334,
                    0.0065450558662414554,
                    0.006388735771179199,
                    0.006383647918701172,
                    0.006345952033996582,
                    0.0063656001091003415,
                    0.0064076800346374516,
                    0.00656112003326416,
                    0.006308512210845947,
                    0.006413824081420898,
                    0.006376095771789551,
                    0.006360896110534668,
                    0.006356287956237793,
                    0.00638262414932251,
                    0.0065615358352661135,
                    0.006516704082489014,
                    0.0064031357765197755,
                    0.006385727882385254,
                    0.006338784217834473,
                    0.0063772802352905274,
                    0.0063426241874694825,
                    0.006356063842773437,
                    0.0063376321792602535,
                    0.006401504039764404,
                    0.006406688213348389,
                    0.006364192008972168,
                    0.0063639039993286135,
                    0.006409535884857178,
                    0.006365695953369141,
                    0.006343776226043701,
                    0.0063779520988464355,
                    0.006408991813659668,
                    0.006363327980041504,
                    0.006350304126739502,
                    0.006381919860839844,
                    0.006401663780212403,
                    0.00638262414932251,
                    0.006356671810150146,
                    0.006383903980255127,
                    0.006354176044464112,
                    0.006384384155273437,
                    0.00636956787109375,
                    0.006391456127166748,
                    0.006650688171386719,
                    0.006562751770019531,
                    0.006553855895996094,
                    0.006497951984405517,
                    0.006537536144256592,
                    0.006528160095214844,
                    0.00650108814239502,
                    0.00630675220489502,
                    0.006312704086303711,
                    0.006303391933441162,
                    0.006302048206329345,
                    0.006311647891998291,
                    0.006317215919494629,
                    0.006310431957244873,
                    0.00630406379699707,
                    0.006310304164886474,
                    0.006317024230957031,
                    0.006295423984527588,
                    0.006288832187652588,
                    0.006301760196685791,
                    0.006308288097381592,
                    0.006295328140258789,
                    0.006328735828399658,
                    0.006456575870513916,
                    0.006515456199645996,
                    0.006944447994232178,
                    0.006627967834472656,
                    0.006689824104309082,
                    0.006748447895050049
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 310.5928771754926
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.845988994665757e-08,
                "ram": 4.28976615075036e-08,
                "gpu": 1.6337577455629126e-07,
                "total": 2.847333260104524e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7024116.312702297
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1068.27776,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 0.5124350075721741,
                "mean": 0.006742565889107554,
                "stdev": 0.00020363238157353807,
                "p50": 0.0066815679073333745,
                "p90": 0.006892063856124878,
                "p95": 0.0069400879144668574,
                "p99": 0.007636064052581788,
                "values": [
                    0.0075346240997314455,
                    0.007940383911132812,
                    0.006702655792236328,
                    0.006864575862884521,
                    0.0067092800140380856,
                    0.0067086081504821775,
                    0.006650144100189209,
                    0.00669920015335083,
                    0.00668339204788208,
                    0.006712096214294434,
                    0.0067900800704956054,
                    0.006826528072357178,
                    0.006623104095458985,
                    0.006639520168304444,
                    0.006765664100646973,
                    0.006650239944458008,
                    0.006682271957397461,
                    0.006810431957244873,
                    0.006876031875610352,
                    0.006900032043457031,
                    0.006632991790771484,
                    0.006681407928466797,
                    0.006665599822998047,
                    0.0067127361297607425,
                    0.006679232120513916,
                    0.006680799961090088,
                    0.0066341118812561035,
                    0.006630527973175049,
                    0.006706975936889649,
                    0.006673344135284424,
                    0.006671584129333496,
                    0.006655007839202881,
                    0.006746560096740723,
                    0.00666761589050293,
                    0.006749184131622315,
                    0.006622943878173828,
                    0.006648320198059082,
                    0.0066639680862426755,
                    0.006612544059753418,
                    0.0066612157821655275,
                    0.006642111778259277,
                    0.006740799903869629,
                    0.006614848136901856,
                    0.006664031982421875,
                    0.006705567836761474,
                    0.0066715202331542964,
                    0.0067112002372741696,
                    0.006897759914398193,
                    0.006878431797027588,
                    0.0068599038124084475,
                    0.006912447929382324,
                    0.006790624141693115,
                    0.006856063842773438,
                    0.00672870397567749,
                    0.00659276819229126,
                    0.006591807842254638,
                    0.006608672142028808,
                    0.006621664047241211,
                    0.006616479873657226,
                    0.0066852478981018065,
                    0.006619391918182373,
                    0.006593664169311523,
                    0.006609344005584717,
                    0.006598464012145996,
                    0.006595200061798096,
                    0.006654655933380127,
                    0.006602335929870606,
                    0.006587103843688965,
                    0.006681727886199951,
                    0.006615231990814209,
                    0.006822656154632569,
                    0.006808576107025147,
                    0.006886367797851563,
                    0.007023007869720459,
                    0.007278719902038574,
                    0.006902368068695069
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 148.31149097341043
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.568455060382317e-08,
                "ram": 4.137997144711219e-08,
                "gpu": 1.5351120333981217e-07,
                "total": 2.705757253907474e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3695823.0401336513
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 0.4821123194694519,
                "mean": 0.00634358315091384,
                "stdev": 0.00018274019392530905,
                "p50": 0.006283776044845582,
                "p90": 0.006487551927566528,
                "p95": 0.006536192059516907,
                "p99": 0.007117823958396912,
                "values": [
                    0.007014400005340577,
                    0.007428095817565918,
                    0.006276095867156982,
                    0.006472703933715821,
                    0.006323200225830078,
                    0.006316031932830811,
                    0.006259712219238281,
                    0.0062975997924804685,
                    0.006289408206939697,
                    0.006306816101074219,
                    0.0063907837867736815,
                    0.00643068790435791,
                    0.0062382397651672365,
                    0.006247424125671387,
                    0.00637337589263916,
                    0.006264832019805908,
                    0.006280191898345947,
                    0.006418432235717773,
                    0.006481919765472412,
                    0.0064880638122558594,
                    0.006247424125671387,
                    0.006294528007507324,
                    0.006280191898345947,
                    0.0063170561790466305,
                    0.006259712219238281,
                    0.006293504238128662,
                    0.006247424125671387,
                    0.006242303848266601,
                    0.0062791681289672855,
                    0.0062863359451293946,
                    0.006280191898345947,
                    0.0062576642036437985,
                    0.006352896213531494,
                    0.006281216144561768,
                    0.006358016014099121,
                    0.006237152099609375,
                    0.006260735988616943,
                    0.006277120113372803,
                    0.0062269439697265625,
                    0.006236159801483154,
                    0.006254591941833496,
                    0.006355967998504639,
                    0.0062269439697265625,
                    0.006262784004211426,
                    0.006315008163452148,
                    0.006275072097778321,
                    0.006315008163452148,
                    0.006494207859039307,
                    0.006472703933715821,
                    0.006426623821258545,
                    0.0065146880149841305,
                    0.006394879817962646,
                    0.006453248023986816,
                    0.006341631889343262,
                    0.006194176197052002,
                    0.006206399917602539,
                    0.006221824169158936,
                    0.006236159801483154,
                    0.006231040000915527,
                    0.006300672054290772,
                    0.006228991985321045,
                    0.006210559844970703,
                    0.006223872184753418,
                    0.006214655876159668,
                    0.0061910400390625,
                    0.006269951820373535,
                    0.0062197761535644535,
                    0.006200287818908691,
                    0.006295551776885986,
                    0.006232063770294189,
                    0.006429696083068847,
                    0.0064133119583129885,
                    0.006487040042877197,
                    0.0066007041931152345,
                    0.006795263767242431,
                    0.006492159843444824
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 157.6396141124031
            },
            "energy": null,
            "efficiency": null
        }
    }
}