{
    "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": {},
            "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": "0.3.1",
            "optimum_benchmark_commit": "bc46022225a5818a4648ee2abeffdd38c4a9b291",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1067.024384,
                "max_global_vram": 777.732096,
                "max_process_vram": 207178.244096,
                "max_reserved": 406.847488,
                "max_allocated": 355.30752
            },
            "latency": {
                "unit": "s",
                "count": 147,
                "total": 0.9979994640350341,
                "mean": 0.006789112000238328,
                "stdev": 0.0003987547954986608,
                "p50": 0.006848960876464844,
                "p90": 0.007274561023712158,
                "p95": 0.00749104061126709,
                "p99": 0.007754445295333862,
                "values": [
                    0.0077715210914611815,
                    0.006972640037536621,
                    0.006968000888824463,
                    0.007060959815979004,
                    0.007263041019439697,
                    0.0076289610862731935,
                    0.007734399795532226,
                    0.007657920837402344,
                    0.007535040855407715,
                    0.00743887996673584,
                    0.007650081157684326,
                    0.007409121036529541,
                    0.0074720001220703125,
                    0.0074992008209228515,
                    0.00739631986618042,
                    0.00729184103012085,
                    0.007177600860595703,
                    0.007191840171813965,
                    0.007149120807647705,
                    0.007203999996185303,
                    0.007436641216278076,
                    0.009035520553588867,
                    0.0074345598220825196,
                    0.0072124810218811035,
                    0.007218561172485352,
                    0.0071196799278259275,
                    0.006960960865020752,
                    0.007019519805908203,
                    0.006911840915679932,
                    0.007003681182861328,
                    0.006984480857849121,
                    0.006963679790496826,
                    0.006916800975799561,
                    0.006900640964508056,
                    0.006927361011505127,
                    0.006805600166320801,
                    0.006862720966339111,
                    0.0068681612014770506,
                    0.006850241184234619,
                    0.007023359775543213,
                    0.006883841037750244,
                    0.006903841018676758,
                    0.006924961090087891,
                    0.006848960876464844,
                    0.006949920177459717,
                    0.0069041609764099125,
                    0.0068998408317565915,
                    0.007080481052398681,
                    0.006990719795227051,
                    0.007003681182861328,
                    0.006891520977020263,
                    0.00686496114730835,
                    0.00682480001449585,
                    0.006836000919342041,
                    0.006839041233062744,
                    0.00687808084487915,
                    0.0068615999221801754,
                    0.006841761112213135,
                    0.0068284811973571774,
                    0.00683440113067627,
                    0.006850560188293457,
                    0.006864480972290039,
                    0.006876481056213379,
                    0.006913121223449707,
                    0.0069398398399353025,
                    0.00692448091506958,
                    0.006899520874023437,
                    0.006884160995483398,
                    0.006850400924682617,
                    0.006868000030517578,
                    0.006834721088409424,
                    0.006988320827484131,
                    0.006868481159210205,
                    0.006928639888763428,
                    0.0069299211502075195,
                    0.006866880893707275,
                    0.006884000778198242,
                    0.0069606399536132815,
                    0.006850080966949463,
                    0.0068857607841491695,
                    0.006860160827636718,
                    0.006915840148925781,
                    0.006510400772094726,
                    0.006489601135253906,
                    0.006447041034698486,
                    0.006502240180969238,
                    0.006485761165618897,
                    0.006484961032867432,
                    0.0064934401512145995,
                    0.006431681156158447,
                    0.006461600780487061,
                    0.006471681118011475,
                    0.006445759773254394,
                    0.006447680950164795,
                    0.006441921234130859,
                    0.006417119979858398,
                    0.006410400867462158,
                    0.0063873610496520995,
                    0.006428160190582275,
                    0.006428801059722901,
                    0.006393280982971192,
                    0.006464800834655762,
                    0.006490560054779053,
                    0.006458721160888672,
                    0.006454561233520508,
                    0.006462240219116211,
                    0.006436161041259766,
                    0.006423680782318115,
                    0.006408960819244385,
                    0.006478559970855713,
                    0.006426721096038818,
                    0.006428481101989746,
                    0.006430240154266358,
                    0.006410400867462158,
                    0.006437601089477539,
                    0.00642720079421997,
                    0.0063868799209594726,
                    0.006464001178741455,
                    0.00638624095916748,
                    0.0065391998291015625,
                    0.006405120849609375,
                    0.006441121101379395,
                    0.006436161041259766,
                    0.006443520069122314,
                    0.0063854408264160155,
                    0.006410881042480469,
                    0.006390079975128173,
                    0.0064112010002136234,
                    0.006560801029205322,
                    0.006561759948730469,
                    0.0064228811264038085,
                    0.006413441181182861,
                    0.006435201168060302,
                    0.006445919990539551,
                    0.006396000862121582,
                    0.006434401035308838,
                    0.006490240097045899,
                    0.006431520938873291,
                    0.006585761070251465,
                    0.006395680904388428,
                    0.006376480102539063,
                    0.0063763208389282225,
                    0.006357921123504639,
                    0.006391200065612793,
                    0.006359681129455567,
                    0.006379361152648926,
                    0.006402719974517823
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 147.2946682813445
            },
            "energy": null,
            "efficiency": null
        }
    }
}