{
    "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 7643 48-Core Processor",
            "cpu_count": 96,
            "cpu_ram_mb": 1082028.982272,
            "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": "aa06eb5e1bf688ecb03b7568e9e816d4af962b61",
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 899.059712,
                "max_global_vram": 689.3568,
                "max_process_vram": 43085.25056,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 6.802193359375,
                "mean": 6.802193359375,
                "stdev": 0.0,
                "p50": 6.802193359375,
                "p90": 6.802193359375,
                "p95": 6.802193359375,
                "p99": 6.802193359375,
                "values": [
                    6.802193359375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1068.965888,
                "max_global_vram": 777.678848,
                "max_process_vram": 170576.306176,
                "max_reserved": 406.847488,
                "max_allocated": 355.303424
            },
            "latency": {
                "unit": "s",
                "count": 164,
                "total": 0.998591213226318,
                "mean": 0.0060889708123556,
                "stdev": 0.000515467519917638,
                "p50": 0.005999191522598266,
                "p90": 0.0063367589950561526,
                "p95": 0.006502550911903381,
                "p99": 0.007379523930549624,
                "values": [
                    0.006384951114654541,
                    0.006435670852661133,
                    0.006573431015014649,
                    0.006611670970916748,
                    0.006601591110229493,
                    0.006540470123291016,
                    0.00650735092163086,
                    0.006529910087585449,
                    0.006438391208648682,
                    0.006372951030731201,
                    0.006339991092681884,
                    0.006338871002197265,
                    0.006371510982513428,
                    0.006331830978393555,
                    0.006307991027832032,
                    0.006331349849700928,
                    0.006248631954193115,
                    0.006294870853424072,
                    0.006287671089172363,
                    0.006307351112365723,
                    0.006273591041564942,
                    0.006275190830230713,
                    0.006223031044006348,
                    0.006247830867767334,
                    0.011954703330993653,
                    0.006475350856781006,
                    0.006018391132354736,
                    0.005988152027130127,
                    0.0059887909889221195,
                    0.00600159215927124,
                    0.005967031002044678,
                    0.005984311103820801,
                    0.005963031768798828,
                    0.005973590850830078,
                    0.005951831817626953,
                    0.005990390777587891,
                    0.005963831901550293,
                    0.00602639102935791,
                    0.00600623083114624,
                    0.0059983921051025395,
                    0.00593087100982666,
                    0.006012152194976807,
                    0.005980311870574951,
                    0.006004150867462158,
                    0.005971672058105469,
                    0.005957430839538575,
                    0.0059793519973754886,
                    0.005996631145477295,
                    0.0059911909103393555,
                    0.00600767183303833,
                    0.0059697508811950685,
                    0.005981751918792725,
                    0.005947031021118164,
                    0.005971191883087158,
                    0.005957430839538575,
                    0.005953591823577881,
                    0.0059635119438171385,
                    0.005975030899047852,
                    0.00594047212600708,
                    0.00599583101272583,
                    0.005963831901550293,
                    0.00599199104309082,
                    0.005971352100372315,
                    0.006006071090698242,
                    0.00600015115737915,
                    0.005999351978302002,
                    0.005985910892486572,
                    0.0059964718818664555,
                    0.005974230766296387,
                    0.005992311000823975,
                    0.005976151943206787,
                    0.00598543119430542,
                    0.005973591804504395,
                    0.005994710922241211,
                    0.005954071998596191,
                    0.005987512111663818,
                    0.006206070899963379,
                    0.006029591083526611,
                    0.005998231887817383,
                    0.005991671085357666,
                    0.005973591804504395,
                    0.0060267109870910645,
                    0.006014390945434571,
                    0.006028791904449463,
                    0.0060286312103271485,
                    0.006030070781707764,
                    0.0060295920372009275,
                    0.005984311103820801,
                    0.0060345520973205564,
                    0.00599727201461792,
                    0.006008151054382324,
                    0.006016632080078125,
                    0.005979990959167481,
                    0.005985591888427734,
                    0.007788468837738037,
                    0.007139349937438965,
                    0.006052791118621826,
                    0.006049752235412598,
                    0.00604223108291626,
                    0.005987990856170655,
                    0.006014391899108886,
                    0.006006391048431397,
                    0.005990071773529053,
                    0.006004790782928467,
                    0.005938870906829834,
                    0.006034232139587402,
                    0.006011830806732178,
                    0.006032310962677002,
                    0.00602783203125,
                    0.006001911163330078,
                    0.006000791072845459,
                    0.006003672122955322,
                    0.00601167106628418,
                    0.006001751899719238,
                    0.00606127119064331,
                    0.005984790802001953,
                    0.006018392086029053,
                    0.006008471012115478,
                    0.006066710948944092,
                    0.006029111862182617,
                    0.006058071136474609,
                    0.006003351211547852,
                    0.006053112030029297,
                    0.006014871120452881,
                    0.0060388708114624025,
                    0.006039192199707031,
                    0.006035511016845703,
                    0.006016471862792969,
                    0.006033751964569092,
                    0.005999031066894531,
                    0.00600927209854126,
                    0.0060004711151123045,
                    0.006007511138916016,
                    0.005815032005310058,
                    0.005795351982116699,
                    0.005909750938415528,
                    0.005836311817169189,
                    0.005873270988464355,
                    0.005891191959381104,
                    0.005817912101745606,
                    0.005862710952758789,
                    0.005897592067718506,
                    0.005933590888977051,
                    0.005890872001647949,
                    0.005924470901489258,
                    0.005899991989135742,
                    0.005885910987854004,
                    0.005889111995697021,
                    0.005786231994628906,
                    0.005848151206970215,
                    0.005990071773529053,
                    0.00598159122467041,
                    0.005902872085571289,
                    0.005878390789031983,
                    0.006002232074737549,
                    0.005939990997314453,
                    0.00597871208190918,
                    0.005915670871734619,
                    0.00592463207244873,
                    0.00580815076828003,
                    0.005727511882781982,
                    0.005694712162017822,
                    0.005703990936279297,
                    0.005733751773834229
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 164.23136697762172
            },
            "energy": null,
            "efficiency": null
        }
    }
}