{
    "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": "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": {},
            "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",
            "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": "0.2.0",
            "optimum_benchmark_commit": "b92e3e6e00670fa1351d9aef1be896254e5f33e0",
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1061.384192,
                "max_global_vram": 1758.826496,
                "max_process_vram": 186288.922624,
                "max_reserved": 406.847488,
                "max_allocated": 355.912704
            },
            "latency": {
                "unit": "s",
                "count": 163,
                "total": 0.9964566750526426,
                "mean": 0.006113231135292286,
                "stdev": 0.0002514126291831721,
                "p50": 0.006011532783508301,
                "p90": 0.006392109966278077,
                "p95": 0.006495228910446167,
                "p99": 0.006857944593429565,
                "values": [
                    0.006301774024963379,
                    0.006091853141784668,
                    0.006086253166198731,
                    0.0061708931922912595,
                    0.006295533180236817,
                    0.006333134174346924,
                    0.006359694004058838,
                    0.006338412761688232,
                    0.006292173862457276,
                    0.006276652812957763,
                    0.0062875328063964845,
                    0.0062705731391906735,
                    0.006415534019470215,
                    0.006178893089294433,
                    0.00616977310180664,
                    0.006034412860870361,
                    0.0060881729125976565,
                    0.0060312128067016605,
                    0.006022733211517334,
                    0.006025133132934571,
                    0.00599041223526001,
                    0.005965611934661865,
                    0.006007853031158447,
                    0.006005453109741211,
                    0.0059976129531860356,
                    0.006031532764434814,
                    0.0060144119262695315,
                    0.005982572078704834,
                    0.005992332935333252,
                    0.006926095008850098,
                    0.00814785671234131,
                    0.0059899320602416995,
                    0.006007372856140137,
                    0.005966893196105957,
                    0.0059958529472351075,
                    0.005948492050170898,
                    0.006010733127593994,
                    0.005969132900238037,
                    0.005993772983551025,
                    0.0060172929763793945,
                    0.005927853107452393,
                    0.005995851993560791,
                    0.006036972045898438,
                    0.00598257303237915,
                    0.005995693206787109,
                    0.006021933078765869,
                    0.006005612850189209,
                    0.0059880118370056155,
                    0.005977612018585205,
                    0.006038413047790527,
                    0.005995532989501953,
                    0.0060124931335449215,
                    0.005980173110961914,
                    0.006046732902526855,
                    0.0059929718971252445,
                    0.006001452922821045,
                    0.006044493198394775,
                    0.0059910531044006345,
                    0.005955213069915771,
                    0.006025772094726562,
                    0.006017292022705078,
                    0.006017773151397705,
                    0.005992332935333252,
                    0.0060312128067016605,
                    0.00601265287399292,
                    0.006008973121643066,
                    0.006004491806030274,
                    0.006029451847076416,
                    0.006001132965087891,
                    0.00600273323059082,
                    0.006014893054962158,
                    0.006032652854919433,
                    0.006006732940673828,
                    0.006028011798858642,
                    0.006001771926879883,
                    0.005973933219909668,
                    0.00598257303237915,
                    0.006014893054962158,
                    0.006008492946624756,
                    0.006006092071533203,
                    0.005992173194885254,
                    0.006017133235931397,
                    0.005993612766265869,
                    0.006011532783508301,
                    0.006023212909698487,
                    0.006291852951049805,
                    0.0059977731704711915,
                    0.006036013126373291,
                    0.006034893035888672,
                    0.006008491992950439,
                    0.0060046520233154295,
                    0.006007692813873291,
                    0.005969933032989502,
                    0.005961772918701172,
                    0.0060294528007507325,
                    0.005981771945953369,
                    0.0060001730918884276,
                    0.00603505277633667,
                    0.006018252849578858,
                    0.0059750528335571285,
                    0.0060049729347229006,
                    0.006005772113800049,
                    0.006001772880554199,
                    0.00599297285079956,
                    0.005972012996673584,
                    0.005973773002624512,
                    0.006028492927551269,
                    0.005982572078704834,
                    0.005982412815093994,
                    0.005975372791290283,
                    0.0060123329162597655,
                    0.005984813213348389,
                    0.006004971981048584,
                    0.005961132049560547,
                    0.005978093147277832,
                    0.006029293060302734,
                    0.006019372940063477,
                    0.006012012958526611,
                    0.006004811763763428,
                    0.005996492862701416,
                    0.0059982528686523436,
                    0.0060300931930542,
                    0.006816174983978272,
                    0.006495372772216797,
                    0.006370413780212403,
                    0.006429294109344483,
                    0.006243213176727295,
                    0.006388654232025146,
                    0.0063011331558227536,
                    0.006406894207000732,
                    0.006468493938446045,
                    0.006196493148803711,
                    0.006337133884429932,
                    0.006513773918151855,
                    0.006688814163208007,
                    0.00675857400894165,
                    0.006723215103149414,
                    0.006741454124450683,
                    0.006493934154510498,
                    0.006377453804016113,
                    0.006393292903900147,
                    0.006392973899841309,
                    0.0063585729598999025,
                    0.006408012866973877,
                    0.006281454086303711,
                    0.006261773109436035,
                    0.006207532882690429,
                    0.005977293014526367,
                    0.005987853050231934,
                    0.005975372791290283,
                    0.006044171810150147,
                    0.005975532054901123,
                    0.005995532989501953,
                    0.006001613140106201,
                    0.005994732856750488,
                    0.005998572826385498,
                    0.005972332000732422,
                    0.006001933097839356,
                    0.0059769730567932125,
                    0.005968012809753418,
                    0.005986731052398681,
                    0.005969932079315185,
                    0.0059976129531860356
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 163.57961573330695
            },
            "energy": null,
            "efficiency": null
        }
    }
}