{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "model": "google/vit-base-patch16-224",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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": 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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.0",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 904.613888,
                "max_global_vram": 1057.488896,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 364.432384
            },
            "latency": {
                "unit": "s",
                "count": 180,
                "total": 0.9955206079483032,
                "mean": 0.00553067004415724,
                "stdev": 0.0002306452633059222,
                "p50": 0.005603328227996827,
                "p90": 0.005745868921279908,
                "p95": 0.005811712145805358,
                "p99": 0.006046156888008121,
                "values": [
                    0.006325247764587402,
                    0.005606400012969971,
                    0.005609568119049072,
                    0.00566374397277832,
                    0.005708799839019775,
                    0.0057077760696411135,
                    0.005693439960479736,
                    0.005740543842315674,
                    0.005650432109832764,
                    0.00572211217880249,
                    0.005643263816833496,
                    0.005846015930175781,
                    0.005637119770050049,
                    0.005647359848022461,
                    0.005672959804534912,
                    0.005755904197692871,
                    0.005718016147613526,
                    0.005650432109832764,
                    0.0056555519104003905,
                    0.005560319900512695,
                    0.005700607776641845,
                    0.005811200141906738,
                    0.005665791988372803,
                    0.0057077760696411135,
                    0.005747712135314941,
                    0.005808127880096436,
                    0.005649407863616943,
                    0.005683199882507324,
                    0.005675007820129394,
                    0.005603328227996827,
                    0.005645311832427978,
                    0.00556441593170166,
                    0.005709824085235596,
                    0.005658624172210694,
                    0.005661695957183838,
                    0.005757952213287353,
                    0.0057077760696411135,
                    0.005745664119720459,
                    0.005708799839019775,
                    0.00566374397277832,
                    0.005563392162322998,
                    0.005669888019561768,
                    0.0057077760696411135,
                    0.005644320011138916,
                    0.00568832015991211,
                    0.00561356782913208,
                    0.005536767959594726,
                    0.005512191772460938,
                    0.005655519962310791,
                    0.005570559978485107,
                    0.005586912155151367,
                    0.005559296131134033,
                    0.005566463947296142,
                    0.005609471797943116,
                    0.005643263816833496,
                    0.0055797758102417,
                    0.005656576156616211,
                    0.005633024215698243,
                    0.005631999969482422,
                    0.005710847854614258,
                    0.00566476821899414,
                    0.005710912227630615,
                    0.005657599925994873,
                    0.005606400012969971,
                    0.005576704025268555,
                    0.005624832153320313,
                    0.0058429441452026365,
                    0.005604383945465088,
                    0.005654528141021729,
                    0.005619711875915527,
                    0.00561356782913208,
                    0.005554175853729248,
                    0.005530623912811279,
                    0.005653503894805908,
                    0.0055797758102417,
                    0.005606400012969971,
                    0.00586348819732666,
                    0.005724160194396972,
                    0.005595136165618897,
                    0.005544960021972656,
                    0.005603328227996827,
                    0.0055807681083679195,
                    0.0055848960876464845,
                    0.00561356782913208,
                    0.005603328227996827,
                    0.005601280212402344,
                    0.0055552000999450684,
                    0.0055920639038085935,
                    0.00567193603515625,
                    0.0057292799949646,
                    0.005777376174926758,
                    0.005677055835723877,
                    0.005745664119720459,
                    0.005837823867797852,
                    0.005670911788940429,
                    0.0056483840942382815,
                    0.005606400012969971,
                    0.005971968173980713,
                    0.0057712321281433105,
                    0.005866496086120605,
                    0.005766143798828125,
                    0.006393856048583985,
                    0.0057415680885314945,
                    0.005672959804534912,
                    0.005623807907104492,
                    0.00582144021987915,
                    0.005661695957183838,
                    0.005518335819244385,
                    0.005568511962890625,
                    0.00553984022140503,
                    0.005603263854980469,
                    0.005560319900512695,
                    0.005604351997375488,
                    0.0055808000564575196,
                    0.005605375766754151,
                    0.005777408123016357,
                    0.00572211217880249,
                    0.005618688106536865,
                    0.005469183921813964,
                    0.005467135906219483,
                    0.0055316481590271,
                    0.005653503894805908,
                    0.00551423978805542,
                    0.005533696174621582,
                    0.005402624130249023,
                    0.005433343887329102,
                    0.0054579200744628905,
                    0.005356544017791748,
                    0.005264383792877197,
                    0.005182464122772217,
                    0.005505023956298828,
                    0.005459968090057373,
                    0.005198847770690918,
                    0.005179391860961914,
                    0.00521727991104126,
                    0.005172224044799805,
                    0.0052705278396606445,
                    0.005285888195037842,
                    0.005250048160552978,
                    0.005262335777282715,
                    0.005440512180328369,
                    0.005261312007904053,
                    0.005246975898742676,
                    0.005243904113769531,
                    0.00526035213470459,
                    0.005230591773986816,
                    0.005249023914337158,
                    0.005278719902038574,
                    0.005251071929931641,
                    0.005187583923339844,
                    0.005214176177978516,
                    0.005194752216339111,
                    0.005193727970123291,
                    0.005212160110473632,
                    0.0051588802337646485,
                    0.005158912181854248,
                    0.005195775985717774,
                    0.005195775985717774,
                    0.005189631938934326,
                    0.005178368091583252,
                    0.005202943801879883,
                    0.005174272060394287,
                    0.005179391860961914,
                    0.00520908784866333,
                    0.005171199798583984,
                    0.005172224044799805,
                    0.005199903964996338,
                    0.005164031982421875,
                    0.005157887935638428,
                    0.005175295829772949,
                    0.005213183879852295,
                    0.005157887935638428,
                    0.005184512138366699,
                    0.005192704200744629,
                    0.005171199798583984,
                    0.005150720119476319,
                    0.005188608169555664,
                    0.0051701760292053225,
                    0.005180416107177735,
                    0.005145599842071533
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 180.80991851184993
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.423169249170894e-08,
                "ram": 3.511774607358274e-08,
                "gpu": 3.3701228162176934e-07,
                "total": 4.36361720187061e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2291676.729964573
            }
        }
    }
}