{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "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": {},
            "hub_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,
            "latency": true,
            "memory": true,
            "energy": false,
            "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 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.2.1",
            "optimum_benchmark_commit": "43734676b09236e2ae4d7c19f90e8e23d1f2f201",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1049.481216,
                "max_global_vram": 1107.546112,
                "max_process_vram": 245220.020224,
                "max_reserved": 725.614592,
                "max_allocated": 513.035776
            },
            "latency": {
                "unit": "s",
                "count": 57,
                "total": 0.4984840621948241,
                "mean": 0.008745334424470601,
                "stdev": 0.0005261464159889045,
                "p50": 0.008522002220153809,
                "p90": 0.009290379333496093,
                "p95": 0.009460553359985352,
                "p99": 0.010859567070007322,
                "values": [
                    0.011362935066223144,
                    0.009436553955078125,
                    0.00936583423614502,
                    0.008921998023986816,
                    0.008823119163513183,
                    0.008714799880981445,
                    0.008894158363342284,
                    0.008804558753967285,
                    0.008830638885498046,
                    0.009137516021728515,
                    0.00883543872833252,
                    0.00879175853729248,
                    0.008709039688110352,
                    0.00892615795135498,
                    0.01046406364440918,
                    0.008663761138916015,
                    0.008451281547546386,
                    0.008412403106689453,
                    0.008399283409118653,
                    0.008406323432922363,
                    0.008921358108520508,
                    0.00838760280609131,
                    0.008422001838684082,
                    0.009033197402954102,
                    0.009240076065063477,
                    0.009144716262817383,
                    0.008869519233703613,
                    0.008563920974731446,
                    0.008377842903137207,
                    0.00848808193206787,
                    0.008386322975158692,
                    0.008390322685241699,
                    0.008583761215209961,
                    0.008406163215637207,
                    0.008426321983337402,
                    0.008394002914428711,
                    0.008402162551879883,
                    0.008396082878112793,
                    0.008471282005310058,
                    0.009488073348999024,
                    0.009453673362731934,
                    0.008828558921813966,
                    0.00886983871459961,
                    0.008711759567260741,
                    0.008433202743530273,
                    0.008522002220153809,
                    0.008403923034667969,
                    0.008444883346557618,
                    0.00839576244354248,
                    0.008451441764831542,
                    0.008422962188720703,
                    0.008371603012084962,
                    0.008474802017211914,
                    0.008381202697753906,
                    0.008382802963256835,
                    0.008369523048400879,
                    0.008421683311462402
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 228.6933698502982
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1049.481216,
                "max_global_vram": 1107.546112,
                "max_process_vram": 234558.283776,
                "max_reserved": 725.614592,
                "max_allocated": 513.25952
            },
            "latency": {
                "unit": "s",
                "count": 57,
                "total": 0.5037315340042114,
                "mean": 0.008837395333407218,
                "stdev": 0.0002283142475375872,
                "p50": 0.008759279251098633,
                "p90": 0.009202059173583984,
                "p95": 0.009257643890380859,
                "p99": 0.009378243064880372,
                "values": [
                    0.009347114562988281,
                    0.009203115463256835,
                    0.00920135498046875,
                    0.008885839462280273,
                    0.00887095832824707,
                    0.008876558303833007,
                    0.008942317962646485,
                    0.008972077369689942,
                    0.00908967685699463,
                    0.008999438285827636,
                    0.008902318000793457,
                    0.009153515815734863,
                    0.008914318084716797,
                    0.008910158157348632,
                    0.009235276222229003,
                    0.008674160003662109,
                    0.00866200065612793,
                    0.008661520004272462,
                    0.008759279251098633,
                    0.008673040390014649,
                    0.008755120277404785,
                    0.008700079917907715,
                    0.008933197975158692,
                    0.009141036033630371,
                    0.009350153923034668,
                    0.009220874786376954,
                    0.009041677474975586,
                    0.008904077529907227,
                    0.00867527961730957,
                    0.00870584011077881,
                    0.008638641357421876,
                    0.008735280036926269,
                    0.008675600051879883,
                    0.008736399650573731,
                    0.008809359550476074,
                    0.00851112174987793,
                    0.008663439750671386,
                    0.008719599723815918,
                    0.009118475914001466,
                    0.009413992881774903,
                    0.0087795991897583,
                    0.008870159149169922,
                    0.008800079345703125,
                    0.008683120727539063,
                    0.00866215991973877,
                    0.00868008041381836,
                    0.008625361442565918,
                    0.008718640327453613,
                    0.008559922218322753,
                    0.008598641395568847,
                    0.008671760559082031,
                    0.008519440650939942,
                    0.0085695219039917,
                    0.00866775894165039,
                    0.008771279335021972,
                    0.00850936222076416,
                    0.008661359786987304
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 113.15551271309423
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 56,
                "total": 0.9843434467315675,
                "mean": 0.01757756154877799,
                "stdev": 0.0005801569263428278,
                "p50": 0.017345920562744144,
                "p90": 0.018383511543273924,
                "p95": 0.018703227519989013,
                "p99": 0.01933270292282105,
                "values": [
                    0.018797908782958984,
                    0.018478870391845703,
                    0.018016635894775392,
                    0.017643198013305664,
                    0.017615198135375976,
                    0.01793135643005371,
                    0.017728635787963867,
                    0.01795487594604492,
                    0.01819919204711914,
                    0.017791196823120116,
                    0.017906396865844727,
                    0.017687835693359376,
                    0.017884315490722655,
                    0.019741899490356447,
                    0.01740959930419922,
                    0.01721504211425781,
                    0.017084644317626952,
                    0.017152803421020508,
                    0.017261600494384764,
                    0.01762207794189453,
                    0.01716064453125,
                    0.01732912063598633,
                    0.018251512527465822,
                    0.018671667098999024,
                    0.01849551010131836,
                    0.01790079689025879,
                    0.017525760650634766,
                    0.017168642044067383,
                    0.017169761657714843,
                    0.017095203399658202,
                    0.017061283111572265,
                    0.017377119064331054,
                    0.017181922912597656,
                    0.017254241943359373,
                    0.017074563980102538,
                    0.017144323348999024,
                    0.017294240951538087,
                    0.017637277603149416,
                    0.01899790573120117,
                    0.01828815269470215,
                    0.01770063591003418,
                    0.017686077117919922,
                    0.017362720489501954,
                    0.017193283081054687,
                    0.017237119674682617,
                    0.017054723739624023,
                    0.017154561996459962,
                    0.017124963760375977,
                    0.017032163619995117,
                    0.017206562042236327,
                    0.017035844802856446,
                    0.01701488494873047,
                    0.017082244873046874,
                    0.017172639846801757,
                    0.01706432342529297,
                    0.017017763137817384
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 56.89071247026986
            },
            "energy": null,
            "efficiency": null
        }
    }
}