{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "timm",
            "model": "timm/resnet50.a1_in1k",
            "processor": "timm/resnet50.a1_in1k",
            "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": false,
            "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": "0.3.0",
            "optimum_benchmark_commit": "19eeac52e408e408898ac1fac3d9abefced0131b",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": 1832.321024,
                "max_global_vram": 541.274112,
                "max_process_vram": 84071.186432,
                "max_reserved": 148.897792,
                "max_allocated": 113.51808
            },
            "latency": {
                "unit": "s",
                "count": 173,
                "total": 0.9947471389770505,
                "mean": 0.005749983462295091,
                "stdev": 0.00015743845639972512,
                "p50": 0.0056970930099487305,
                "p90": 0.005975013923645019,
                "p95": 0.006034822082519532,
                "p99": 0.006404426460266113,
                "values": [
                    0.006436131000518799,
                    0.005734694957733154,
                    0.005698695182800293,
                    0.005668135166168213,
                    0.005690054893493652,
                    0.00571661376953125,
                    0.005692774772644043,
                    0.005628294944763183,
                    0.005689414978027343,
                    0.005688135147094727,
                    0.005707174777984619,
                    0.005679975032806397,
                    0.005705894947052002,
                    0.005688135147094727,
                    0.005690374851226807,
                    0.005714855194091797,
                    0.005732295036315918,
                    0.005765254974365234,
                    0.005750854015350342,
                    0.00573053503036499,
                    0.005731813907623291,
                    0.005738375186920166,
                    0.005707495212554932,
                    0.005738053798675537,
                    0.005731174945831299,
                    0.005739335060119629,
                    0.005776615142822266,
                    0.0057217350006103515,
                    0.0057310152053833005,
                    0.005722535133361816,
                    0.00575581407546997,
                    0.005739655017852783,
                    0.0057169351577758785,
                    0.00572525405883789,
                    0.005729895114898681,
                    0.005890853881835937,
                    0.005715334892272949,
                    0.005768294811248779,
                    0.005737575054168701,
                    0.005724615097045899,
                    0.005666375160217285,
                    0.005751015186309815,
                    0.005750693798065185,
                    0.005758695125579834,
                    0.005740933895111084,
                    0.00576541519165039,
                    0.005815174102783203,
                    0.005786855220794678,
                    0.005766534805297851,
                    0.005752773761749268,
                    0.005751494884490967,
                    0.005722535133361816,
                    0.0057550139427185055,
                    0.005739655017852783,
                    0.005706375122070313,
                    0.005692774772644043,
                    0.0057143750190734866,
                    0.005688294887542724,
                    0.005671175003051758,
                    0.005712453842163086,
                    0.005699655055999756,
                    0.005694855213165284,
                    0.005698375225067139,
                    0.005696774959564209,
                    0.005670215129852295,
                    0.005689414978027343,
                    0.005677734851837158,
                    0.005700775146484375,
                    0.005685575008392334,
                    0.005704614162445068,
                    0.005669254779815674,
                    0.005702694892883301,
                    0.005702535152435303,
                    0.0057217350006103515,
                    0.005684774875640869,
                    0.005689734935760498,
                    0.005661095142364502,
                    0.005636614799499512,
                    0.005684295177459717,
                    0.005683334827423095,
                    0.005782214164733887,
                    0.005702535152435303,
                    0.0056818947792053225,
                    0.0056838150024414065,
                    0.005681095123291016,
                    0.0056935749053955076,
                    0.0056930952072143555,
                    0.0056895751953125,
                    0.005681574821472168,
                    0.005699813842773438,
                    0.005692454814910888,
                    0.005682054996490478,
                    0.005675815105438233,
                    0.005646055221557617,
                    0.005699174880981445,
                    0.005695815086364746,
                    0.005686534881591797,
                    0.005676455020904541,
                    0.00571037483215332,
                    0.005710535049438477,
                    0.005689733982086181,
                    0.0056978950500488285,
                    0.005648775100708008,
                    0.005921413898468017,
                    0.006327332019805908,
                    0.006213733196258545,
                    0.005971653938293457,
                    0.005982213973999023,
                    0.005977892875671386,
                    0.006218372821807861,
                    0.006379011154174804,
                    0.006393092155456543,
                    0.006433571815490723,
                    0.0062537331581115725,
                    0.005953574180603027,
                    0.006025574207305908,
                    0.006022373199462891,
                    0.006011174201965332,
                    0.006030854225158692,
                    0.005990212917327881,
                    0.006040773868560791,
                    0.0059751739501953125,
                    0.006024454116821289,
                    0.005974373817443848,
                    0.005629734992980957,
                    0.005636455059051514,
                    0.005627814769744873,
                    0.005635175228118896,
                    0.005664774894714356,
                    0.005651175022125244,
                    0.005735974788665771,
                    0.005656294822692871,
                    0.0056337351799011235,
                    0.005656135082244873,
                    0.005635974884033203,
                    0.005608455181121826,
                    0.005639655113220215,
                    0.005624935150146484,
                    0.005659975051879883,
                    0.005629574775695801,
                    0.005635175228118896,
                    0.005683334827423095,
                    0.00569181489944458,
                    0.005675654888153076,
                    0.005686055183410645,
                    0.005680934906005859,
                    0.005691655158996582,
                    0.0056935749053955076,
                    0.005673574924468994,
                    0.005673574924468994,
                    0.005651016235351563,
                    0.005687815189361572,
                    0.005706695079803467,
                    0.005672134876251221,
                    0.005680775165557862,
                    0.005661894798278808,
                    0.0056623749732971195,
                    0.005699174880981445,
                    0.005673095226287842,
                    0.005661894798278808,
                    0.005657734870910644,
                    0.005675334930419922,
                    0.005663495063781738,
                    0.00564925479888916,
                    0.005674055099487305,
                    0.00566509485244751,
                    0.0056642951965332035,
                    0.0056970930099487305,
                    0.005669575214385986,
                    0.0056895751953125,
                    0.005704935073852539,
                    0.005681254863739014,
                    0.005652615070343018
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 173.91354367493304
            },
            "energy": null,
            "efficiency": null
        }
    }
}