{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "transformers",
            "model_type": "vit",
            "model": "google/vit-base-patch16-224",
            "processor": "google/vit-base-patch16-224",
            "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": 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": "0.3.1",
            "optimum_benchmark_commit": "802823c7274dfd9b1edbe9a02521fdbafa78149a",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "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": 897.88416,
                "max_global_vram": 974.11072,
                "max_process_vram": 44306.018304,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.14881787109375,
                "mean": 7.14881787109375,
                "stdev": 0.0,
                "p50": 7.14881787109375,
                "p90": 7.14881787109375,
                "p95": 7.14881787109375,
                "p99": 7.14881787109375,
                "values": [
                    7.14881787109375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1068.834816,
                "max_global_vram": 1061.80608,
                "max_process_vram": 159476.08064,
                "max_reserved": 406.847488,
                "max_allocated": 355.303424
            },
            "latency": {
                "unit": "s",
                "count": 155,
                "total": 0.9972156066894535,
                "mean": 0.006433649075415826,
                "stdev": 0.0003490110478197623,
                "p50": 0.006307662010192871,
                "p90": 0.0067674049377441405,
                "p95": 0.006873788738250731,
                "p99": 0.007261067514419557,
                "values": [
                    0.007188940048217773,
                    0.006938061237335205,
                    0.006841580867767334,
                    0.006854061126708984,
                    0.006919819831848145,
                    0.006832301139831543,
                    0.0067108612060546875,
                    0.006739340782165528,
                    0.006663500785827637,
                    0.006530861854553222,
                    0.006549420833587646,
                    0.006542222023010254,
                    0.006481101989746094,
                    0.006501421928405761,
                    0.006458062171936035,
                    0.006444141864776611,
                    0.006435661792755127,
                    0.006388943195343017,
                    0.006388623237609864,
                    0.006379343032836914,
                    0.006426541805267334,
                    0.006420941829681397,
                    0.006387022018432617,
                    0.006401902198791504,
                    0.006395822048187256,
                    0.006412941932678223,
                    0.006457742214202881,
                    0.0063980622291564945,
                    0.006404942035675049,
                    0.009771492004394531,
                    0.006494862079620361,
                    0.006205262184143067,
                    0.006225742816925049,
                    0.006239501953125,
                    0.006229262828826904,
                    0.006165741920471191,
                    0.006207822799682617,
                    0.00626238203048706,
                    0.006250863075256348,
                    0.006267022132873535,
                    0.006263182163238525,
                    0.006269261837005615,
                    0.006224782943725586,
                    0.0062499017715454104,
                    0.0062687830924987795,
                    0.006266542911529541,
                    0.006268782138824463,
                    0.006322381973266601,
                    0.006286383152008057,
                    0.006251341819763183,
                    0.006266382217407227,
                    0.006259983062744141,
                    0.006307662010192871,
                    0.006249261856079102,
                    0.006249423027038574,
                    0.00623182201385498,
                    0.006266702175140381,
                    0.006264142990112305,
                    0.006243341922760009,
                    0.006253423213958741,
                    0.006279502868652344,
                    0.006268782138824463,
                    0.006234542846679687,
                    0.00630830192565918,
                    0.00630062198638916,
                    0.006273581981658936,
                    0.006264462947845459,
                    0.006275981903076172,
                    0.00628158187866211,
                    0.006289422988891602,
                    0.0062639818191528324,
                    0.0063062219619750975,
                    0.006275022029876709,
                    0.006311822891235352,
                    0.006423182010650634,
                    0.006311182975769043,
                    0.007345738887786865,
                    0.00630990219116211,
                    0.00633886194229126,
                    0.006342543125152588,
                    0.00632606315612793,
                    0.006285421848297119,
                    0.006269261837005615,
                    0.006329102993011475,
                    0.00626766300201416,
                    0.006295502185821533,
                    0.006305741786956787,
                    0.006277583122253418,
                    0.006295342922210693,
                    0.006281742095947266,
                    0.006302221775054932,
                    0.006335982799530029,
                    0.006304623126983643,
                    0.0063063821792602535,
                    0.006339501857757568,
                    0.006297421932220459,
                    0.0063047828674316405,
                    0.006322543144226075,
                    0.006317741870880127,
                    0.006334862232208252,
                    0.006352622032165528,
                    0.00628862190246582,
                    0.006317742824554443,
                    0.006342862129211426,
                    0.006268143177032471,
                    0.006293422222137452,
                    0.006302062034606933,
                    0.00631294298171997,
                    0.006274862766265869,
                    0.006265421867370605,
                    0.006289902210235595,
                    0.006286862850189209,
                    0.0063062219619750975,
                    0.0071206197738647465,
                    0.0067908611297607425,
                    0.006827499866485596,
                    0.00678446102142334,
                    0.0066671819686889644,
                    0.0067731008529663085,
                    0.006752780914306641,
                    0.0071305398941040035,
                    0.0070257411003112795,
                    0.006704142093658447,
                    0.006655500888824463,
                    0.006545741081237793,
                    0.006758861064910889,
                    0.0066598219871520994,
                    0.00664174222946167,
                    0.006775341033935547,
                    0.00665566110610962,
                    0.00658414077758789,
                    0.00664558219909668,
                    0.006695341110229492,
                    0.006562541007995606,
                    0.00663582181930542,
                    0.006299181938171387,
                    0.0063179020881652835,
                    0.006295022010803223,
                    0.006299502849578857,
                    0.006307982921600342,
                    0.006295022010803223,
                    0.00622750186920166,
                    0.006284303188323974,
                    0.006281102180480957,
                    0.006310222148895264,
                    0.006238223075866699,
                    0.006298222064971924,
                    0.00628254222869873,
                    0.006279501914978027,
                    0.006268622875213623,
                    0.006277421951293946,
                    0.0062961411476135255,
                    0.006280783176422119,
                    0.006287501811981201,
                    0.006311821937561035
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 155.43278600960483
            },
            "energy": null,
            "efficiency": null
        }
    }
}