{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_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": true,
            "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 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 827.232256,
                "max_global_vram": 1030.22592,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.4812119140625,
                "mean": 7.4812119140625,
                "stdev": 0.0,
                "p50": 7.4812119140625,
                "p90": 7.4812119140625,
                "p95": 7.4812119140625,
                "p99": 7.4812119140625,
                "values": [
                    7.4812119140625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.4742512034723002e-06,
                "ram": 7.922750709906242e-07,
                "gpu": 1.725556936000086e-06,
                "total": 3.99208321046301e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1036.288,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 363.853824
            },
            "latency": {
                "unit": "s",
                "count": 191,
                "total": 0.9954697923660283,
                "mean": 0.005211883729665068,
                "stdev": 0.00017988014569407285,
                "p50": 0.005219168186187744,
                "p90": 0.005429247856140137,
                "p95": 0.00547380805015564,
                "p99": 0.005547315406799316,
                "values": [
                    0.0055214080810546875,
                    0.005405695915222168,
                    0.005596159934997558,
                    0.005526527881622314,
                    0.005490560054779053,
                    0.005465087890625,
                    0.0054876160621643065,
                    0.005442560195922852,
                    0.0054609918594360355,
                    0.005422080039978027,
                    0.005436416149139404,
                    0.005452799797058106,
                    0.005389279842376709,
                    0.005294079780578613,
                    0.00523686408996582,
                    0.005353375911712647,
                    0.005265408039093018,
                    0.005174272060394287,
                    0.0052705278396606445,
                    0.005202943801879883,
                    0.005099520206451416,
                    0.005117951869964599,
                    0.005066751956939697,
                    0.005044223785400391,
                    0.00522649621963501,
                    0.005238783836364746,
                    0.005173247814178467,
                    0.00520908784866333,
                    0.005329919815063477,
                    0.005339136123657226,
                    0.005284863948822022,
                    0.005384191989898681,
                    0.0053340158462524415,
                    0.0052705278396606445,
                    0.005219168186187744,
                    0.0051036162376403805,
                    0.005222400188446045,
                    0.005440512180328369,
                    0.005322751998901368,
                    0.005336063861846924,
                    0.005381120204925537,
                    0.005255167961120606,
                    0.005379072189331055,
                    0.005369855880737305,
                    0.005302271842956543,
                    0.005314559936523438,
                    0.005232639789581299,
                    0.005248000144958496,
                    0.00531763219833374,
                    0.0052674560546875,
                    0.005324672222137452,
                    0.005287968158721924,
                    0.005235712051391602,
                    0.005134335994720459,
                    0.005115903854370117,
                    0.005140511989593506,
                    0.00506982421875,
                    0.0050934720039367675,
                    0.0052204160690307614,
                    0.0051784319877624515,
                    0.005313536167144775,
                    0.005275648117065429,
                    0.005239808082580567,
                    0.005146624088287354,
                    0.005105728149414062,
                    0.005359551906585693,
                    0.006333439826965332,
                    0.005488639831542969,
                    0.005429247856140137,
                    0.005352447986602784,
                    0.005429247856140137,
                    0.005368832111358642,
                    0.005302271842956543,
                    0.0053002238273620605,
                    0.005097472190856934,
                    0.005141503810882568,
                    0.0052408318519592285,
                    0.005302271842956543,
                    0.005403647899627686,
                    0.005314559936523438,
                    0.005246975898742676,
                    0.00515174388885498,
                    0.005123072147369385,
                    0.005210976123809815,
                    0.005172224044799805,
                    0.005089280128479004,
                    0.005093376159667969,
                    0.005085152149200439,
                    0.00516812801361084,
                    0.005342304229736328,
                    0.0051998720169067385,
                    0.00530944013595581,
                    0.005471263885498047,
                    0.005298143863677979,
                    0.005215231895446777,
                    0.005236703872680664,
                    0.005277728080749512,
                    0.005246975898742676,
                    0.005157887935638428,
                    0.005237696170806885,
                    0.005242879867553711,
                    0.005185535907745361,
                    0.0052048320770263674,
                    0.005235712051391602,
                    0.0052367358207702636,
                    0.005392384052276611,
                    0.00536575984954834,
                    0.005444608211517334,
                    0.00540780782699585,
                    0.005341184139251709,
                    0.005476352214813233,
                    0.005370880126953125,
                    0.00530944013595581,
                    0.005286911964416504,
                    0.005239808082580567,
                    0.005268479824066162,
                    0.00530944013595581,
                    0.005156864166259765,
                    0.005137407779693603,
                    0.0052715520858764645,
                    0.00530944013595581,
                    0.005163008213043213,
                    0.0051567678451538085,
                    0.005217216014862061,
                    0.0050953922271728515,
                    0.00501043176651001,
                    0.0051159682273864745,
                    0.0052008957862854,
                    0.005169023990631103,
                    0.005157919883728027,
                    0.005021696090698242,
                    0.004958208084106445,
                    0.005017600059509277,
                    0.00499507188796997,
                    0.005085184097290039,
                    0.005169151782989502,
                    0.005285888195037842,
                    0.005426176071166992,
                    0.00532480001449585,
                    0.005385216236114502,
                    0.005438464164733887,
                    0.00551423978805542,
                    0.005541888236999512,
                    0.005271520137786865,
                    0.005139455795288086,
                    0.005134335994720459,
                    0.005141503810882568,
                    0.0050769920349121095,
                    0.005119999885559082,
                    0.005128191947937012,
                    0.0050124797821044925,
                    0.004993023872375488,
                    0.005057536125183106,
                    0.0050206718444824215,
                    0.004997151851654053,
                    0.005051392078399658,
                    0.004999167919158935,
                    0.004998144149780274,
                    0.005001215934753418,
                    0.004944896221160889,
                    0.004985856056213379,
                    0.0049909758567810054,
                    0.004959231853485108,
                    0.0050032639503479,
                    0.004968448162078858,
                    0.004984831809997559,
                    0.004988927841186524,
                    0.00496230411529541,
                    0.004971519947052002,
                    0.005038080215454102,
                    0.0049387521743774416,
                    0.004963327884674072,
                    0.00511078405380249,
                    0.005275648117065429,
                    0.005111807823181152,
                    0.005063680171966553,
                    0.005131264209747314,
                    0.005058623790740967,
                    0.005007359981536865,
                    0.004980735778808594,
                    0.005033984184265137,
                    0.004992000102996826,
                    0.004902912139892578,
                    0.004930560111999512,
                    0.004951039791107178,
                    0.004926464080810547,
                    0.004957183837890625,
                    0.004918272018432617,
                    0.004941823959350586,
                    0.004946944236755371,
                    0.004934656143188477
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 191.86920734785141
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.7879235376017e-08,
                "ram": 3.164435680988659e-08,
                "gpu": 3.559203389365806e-07,
                "total": 4.4544393112248416e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2244951.452094268
            }
        }
    }
}