{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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-5.10.225-213.878.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": "0.5.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.45.1",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.13.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 804.626432,
                "max_global_vram": 1362.624512,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.20807273864746093
                ],
                "count": 1,
                "total": 0.20807273864746093,
                "mean": 0.20807273864746093,
                "p50": 0.20807273864746093,
                "p90": 0.20807273864746093,
                "p95": 0.20807273864746093,
                "p99": 0.20807273864746093,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1236.819968,
                "max_global_vram": 1373.110272,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.410496
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.006585087776184082,
                    0.006748415946960449,
                    0.006844287872314453,
                    0.006811840057373047,
                    0.00673033618927002,
                    0.0067497601509094235,
                    0.006713151931762695,
                    0.0067762241363525395,
                    0.006717376232147217,
                    0.006774464130401611,
                    0.006524767875671387,
                    0.006723072052001953,
                    0.006771103858947754,
                    0.006881440162658691,
                    0.006976672172546387,
                    0.006718624114990235,
                    0.00679036808013916,
                    0.006746880054473877,
                    0.006794591903686523,
                    0.006718143939971923,
                    0.006784192085266113,
                    0.006719999790191651,
                    0.006691904067993164,
                    0.006782400131225586,
                    0.0065649919509887696,
                    0.00675216007232666,
                    0.006707200050354004,
                    0.006670432090759277,
                    0.006718560218811035,
                    0.006709216117858886,
                    0.006691423892974854,
                    0.006779871940612793,
                    0.006915103912353515,
                    0.006860608100891113,
                    0.00686575984954834,
                    0.0067870402336120605,
                    0.006791103839874268,
                    0.006962111949920654,
                    0.006908383846282959,
                    0.0070068159103393556,
                    0.007071104049682617,
                    0.0069419841766357425,
                    0.006758336067199707,
                    0.006752352237701416,
                    0.006746016025543213,
                    0.006797791957855225,
                    0.006709184169769287,
                    0.006970176219940186,
                    0.006717120170593262,
                    0.0067285442352294925,
                    0.006746623992919922,
                    0.006760255813598633,
                    0.006761792182922363,
                    0.006687679767608643,
                    0.006727104187011719,
                    0.0066912961006164555,
                    0.006759136199951172,
                    0.006577919960021972,
                    0.006394176006317138,
                    0.006493728160858154,
                    0.006394944190979004,
                    0.00638976001739502,
                    0.006437568187713623,
                    0.006444384098052978,
                    0.006446752071380615,
                    0.006408864021301269,
                    0.006492256164550781,
                    0.006448128223419189,
                    0.00637007999420166,
                    0.006798079967498779,
                    0.006564640045166016,
                    0.006539103984832764,
                    0.006426655769348145,
                    0.006438240051269532
                ],
                "count": 74,
                "total": 0.4961576671600342,
                "mean": 0.006704833340000462,
                "p50": 0.006729440212249756,
                "p90": 0.0069003007411956785,
                "p95": 0.00696493444442749,
                "p99": 0.007024173707962036,
                "stdev": 0.00016154546808712093,
                "stdev_": 2.409388271045523
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 298.2922764191872
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.293920711440833e-08,
                "ram": 4.5321098553091905e-08,
                "gpu": 1.5790416672727048e-07,
                "total": 2.861644723947707e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 6988987.7777733095
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1236.819968,
                "max_global_vram": 1373.110272,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.458112
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.006736959934234619,
                    0.007143616199493408,
                    0.006957824230194092,
                    0.006871007919311524,
                    0.006863935947418213,
                    0.006882751941680908,
                    0.006865503787994384,
                    0.0069307518005371094,
                    0.006948192119598389,
                    0.006880864143371582,
                    0.006944191932678223,
                    0.0069153599739074706,
                    0.006869344234466552,
                    0.007055263996124267,
                    0.006954847812652588,
                    0.006965312004089355,
                    0.0069350719451904295,
                    0.006915264129638672,
                    0.006891551971435547,
                    0.00698905611038208,
                    0.00707257604598999,
                    0.006880352020263672,
                    0.006936448097229004,
                    0.006902495861053467,
                    0.006931647777557373,
                    0.006877024173736573,
                    0.007054975986480713,
                    0.007003456115722656,
                    0.007020832061767578,
                    0.006966815948486328,
                    0.007140448093414306,
                    0.006999551773071289,
                    0.007160639762878418,
                    0.00696998405456543,
                    0.006964223861694336,
                    0.006949600219726563,
                    0.0068412480354309085,
                    0.0072032961845397946,
                    0.006963488101959229,
                    0.007222879886627198,
                    0.0071421761512756345,
                    0.006952447891235352,
                    0.006888864040374756,
                    0.00691590404510498,
                    0.006953216075897216,
                    0.0070381760597229,
                    0.0069508800506591795,
                    0.007070720195770264,
                    0.00691871976852417,
                    0.006890816211700439,
                    0.0070572800636291505,
                    0.006908256053924561,
                    0.007130752086639405,
                    0.006887616157531739,
                    0.007201119899749756,
                    0.006910912036895752,
                    0.0068986878395080565,
                    0.006643968105316162,
                    0.006623456001281738,
                    0.006681439876556397,
                    0.0065775041580200195,
                    0.006624415874481201,
                    0.006546432018280029,
                    0.006555359840393066,
                    0.006708735942840576,
                    0.006955327987670898,
                    0.0066210880279541015,
                    0.00666431999206543,
                    0.006923583984375,
                    0.006781280040740967,
                    0.006630496025085449,
                    0.006605823993682861,
                    0.006617856025695801,
                    0.006569888114929199
                ],
                "count": 74,
                "total": 0.5106261768341064,
                "mean": 0.006900353741001438,
                "p50": 0.006921151876449585,
                "p90": 0.007113299274444581,
                "p95": 0.007149574446678161,
                "p99": 0.0072085837841033935,
                "stdev": 0.00016489027912245603,
                "stdev_": 2.3895916834334026
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 144.92010664005053
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.072863573637555e-08,
                "ram": 3.865766640222157e-08,
                "gpu": 1.3327127988811826e-07,
                "total": 2.426575820267154e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 4121033.398782919
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "values": [
                    0.0063272957801818845,
                    0.006743040084838867,
                    0.006533055782318115,
                    0.0064737281799316405,
                    0.0064644479751586915,
                    0.006486015796661377,
                    0.006467584133148193,
                    0.006520832061767578,
                    0.0065474557876586915,
                    0.006487040042877197,
                    0.0065382399559021,
                    0.006510591983795166,
                    0.006472703933715821,
                    0.006649856090545654,
                    0.0065413122177124024,
                    0.006549503803253174,
                    0.0065177597999572755,
                    0.006516736030578613,
                    0.006495232105255127,
                    0.0065812478065490725,
                    0.006669312000274658,
                    0.006487040042877197,
                    0.006536191940307618,
                    0.006479872226715088,
                    0.0065382399559021,
                    0.006470655918121338,
                    0.006658048152923584,
                    0.0066078720092773435,
                    0.006612991809844971,
                    0.006569983959197998,
                    0.0067092800140380856,
                    0.0065823040008544925,
                    0.00669593620300293,
                    0.006564864158630371,
                    0.006546432018280029,
                    0.0065474238395690915,
                    0.00643993616104126,
                    0.0067768640518188475,
                    0.0065372161865234375,
                    0.006790143966674805,
                    0.006702079772949219,
                    0.006551551818847656,
                    0.006490975856781006,
                    0.006515711784362793,
                    0.006551551818847656,
                    0.00662937593460083,
                    0.006534143924713135,
                    0.0066375679969787596,
                    0.00652185583114624,
                    0.0064839677810668945,
                    0.0066416640281677245,
                    0.006502463817596436,
                    0.00672870397567749,
                    0.006489088058471679,
                    0.00679423999786377,
                    0.0065136637687683106,
                    0.006465536117553711,
                    0.006251520156860352,
                    0.006223872184753418,
                    0.0062904319763183595,
                    0.006183968067169189,
                    0.006241343975067139,
                    0.006164480209350586,
                    0.006164576053619385,
                    0.0063211522102355954,
                    0.006559743881225586,
                    0.006239232063293457,
                    0.006260735988616943,
                    0.006452223777770996,
                    0.006367231845855713,
                    0.006238207817077636,
                    0.006221824169158936,
                    0.0062269439697265625,
                    0.006181888103485108
                ],
                "count": 74,
                "total": 0.4805878067016602,
                "mean": 0.006494429820292705,
                "p50": 0.006517247915267944,
                "p90": 0.0066879489421844485,
                "p95": 0.006733721613883972,
                "p99": 0.006791249895095825,
                "stdev": 0.00015601051179247035,
                "stdev_": 2.402220304313627
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 153.97810549516876
            },
            "energy": null,
            "efficiency": null
        }
    }
}