{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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-5.10.224-212.876.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": "0.5.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": "1.22.0",
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.13.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 843.046912,
                "max_global_vram": 1037.565952,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.873856
            },
            "latency": {
                "unit": "s",
                "values": [
                    8.05171923828125
                ],
                "count": 1,
                "total": 8.05171923828125,
                "mean": 8.05171923828125,
                "p50": 8.05171923828125,
                "p90": 8.05171923828125,
                "p95": 8.05171923828125,
                "p99": 8.05171923828125,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.4829050416665268e-06,
                "ram": 7.937344631931898e-07,
                "gpu": 1.6338901960288865e-06,
                "total": 3.9105297008886035e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1053.851648,
                "max_global_vram": 1056.44032,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 363.853824
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.005501952171325684,
                    0.005129216194152832,
                    0.0051281599998474125,
                    0.005210112094879151,
                    0.005232639789581299,
                    0.005204959869384766,
                    0.005243904113769531,
                    0.005219327926635742,
                    0.005232639789581299,
                    0.0052336640357971195,
                    0.005197824001312256,
                    0.005178368091583252,
                    0.005185535907745361,
                    0.005217472076416016,
                    0.005138368129730225,
                    0.005210112094879151,
                    0.00521727991104126,
                    0.005206016063690186,
                    0.005172224044799805,
                    0.005157887935638428,
                    0.0050503678321838375,
                    0.004981760025024414,
                    0.004984831809997559,
                    0.005039103984832764,
                    0.005091328144073487,
                    0.0050800638198852536,
                    0.005135359764099121,
                    0.005096447944641113,
                    0.005155839920043945,
                    0.005116928100585938,
                    0.005142496109008789,
                    0.005122047901153564,
                    0.00515174388885498,
                    0.005206016063690186,
                    0.0051968002319335935,
                    0.005961728096008301,
                    0.006065152168273926,
                    0.005567488193511963,
                    0.005568511962890625,
                    0.005478400230407715,
                    0.005382175922393799,
                    0.005278656005859375,
                    0.005299200057983398,
                    0.005407743930816651,
                    0.0051773438453674315,
                    0.005319680213928223,
                    0.005493760108947754,
                    0.005348351955413819,
                    0.005370751857757568,
                    0.005423168182373047,
                    0.005362688064575195,
                    0.0052674560546875,
                    0.005306367874145508,
                    0.005303296089172363,
                    0.005338175773620606,
                    0.005401599884033203,
                    0.005283840179443359,
                    0.005377024173736572,
                    0.005440512180328369,
                    0.005310463905334473,
                    0.005337088108062744,
                    0.0053678078651428224,
                    0.0053340158462524415,
                    0.00530944013595581,
                    0.005360671997070313,
                    0.0052930560111999515,
                    0.005323775768280029,
                    0.0053637118339538575,
                    0.005338111877441406,
                    0.005406720161437988,
                    0.005447679996490478,
                    0.005412864208221436,
                    0.005441535949707031,
                    0.00553984022140503,
                    0.005439487934112549,
                    0.005527552127838135,
                    0.005445631980895996,
                    0.005411839962005615,
                    0.00542310380935669,
                    0.005413887977600097,
                    0.005484543800354004,
                    0.0053002238273620605,
                    0.0052008957862854,
                    0.005390336036682129,
                    0.005129216194152832,
                    0.005078015804290771,
                    0.005090303897857666,
                    0.005064703941345215,
                    0.005070847988128662,
                    0.004924416065216064,
                    0.004884479999542236,
                    0.0052367358207702636,
                    0.005108736038208008,
                    0.004927487850189209,
                    0.004959231853485108,
                    0.0048527359962463375,
                    0.0048752641677856446,
                    0.005037248134613037,
                    0.00517632007598877,
                    0.005160096168518066,
                    0.005095295906066895,
                    0.0051968002319335935,
                    0.005212160110473632,
                    0.005238687992095948,
                    0.005312511920928955,
                    0.0054159040451049805,
                    0.00536678409576416,
                    0.005444608211517334,
                    0.005252096176147461,
                    0.005075967788696289,
                    0.0050657281875610355,
                    0.0051036162376403805,
                    0.005047296047210693,
                    0.005259263992309571,
                    0.005039103984832764,
                    0.005066944122314453,
                    0.005458943843841553,
                    0.005033984184265137,
                    0.0050954241752624516,
                    0.005070847988128662,
                    0.0050094079971313476,
                    0.00505241584777832,
                    0.005073919773101807,
                    0.005028863906860351,
                    0.0050124797821044925,
                    0.005037055969238281,
                    0.0050421757698059086,
                    0.005033984184265137,
                    0.005048319816589355,
                    0.005035007953643799,
                    0.005004288196563721,
                    0.005000192165374756,
                    0.005005311965942383,
                    0.005051392078399658,
                    0.005048319816589355,
                    0.005037055969238281,
                    0.005018623828887939,
                    0.005029888153076172,
                    0.005032959938049316,
                    0.005180511951446533,
                    0.005014527797698975,
                    0.0050360321998596195,
                    0.005001215934753418,
                    0.005015552043914795,
                    0.005049344062805176,
                    0.005022719860076904,
                    0.004999167919158935,
                    0.0050769920349121095,
                    0.005790592193603516,
                    0.005018655776977539,
                    0.005022719860076904,
                    0.005039103984832764,
                    0.005192704200744629,
                    0.005027935981750488,
                    0.005125951766967773,
                    0.005067776203155518,
                    0.005018623828887939,
                    0.005004288196563721,
                    0.005124095916748047,
                    0.0050462718009948735,
                    0.0050032639503479,
                    0.00501043176651001,
                    0.0050360321998596195,
                    0.005022719860076904,
                    0.004984831809997559,
                    0.004997119903564453,
                    0.005032896041870117,
                    0.005035007953643799,
                    0.004998144149780274,
                    0.005005311965942383,
                    0.005067776203155518,
                    0.005008384227752686,
                    0.005022719860076904,
                    0.0050206718444824215,
                    0.005055488109588623,
                    0.005025792121887207,
                    0.005049344062805176,
                    0.00501964807510376,
                    0.005078015804290771,
                    0.0050206718444824215,
                    0.0051149120330810545,
                    0.005032959938049316,
                    0.005064703941345215,
                    0.00499622392654419,
                    0.0050022401809692385,
                    0.005295104026794434,
                    0.005329919815063477,
                    0.005124095916748047,
                    0.0050657281875610355,
                    0.005107711791992187,
                    0.005021696090698242,
                    0.005016448020935059,
                    0.0050462718009948735
                ],
                "count": 193,
                "total": 0.9992327032089231,
                "mean": 0.00517737151921722,
                "p50": 0.005124095916748047,
                "p90": 0.005421663856506348,
                "p95": 0.0054808576583862305,
                "p99": 0.005804283065795896,
                "stdev": 0.00018669121523174926,
                "stdev_": 3.6059072550384714
            },
            "throughput": {
                "unit": "samples/s",
                "value": 193.14820199559344
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.736436915337133e-08,
                "ram": 3.135044349506824e-08,
                "gpu": 3.3498424234501556e-07,
                "total": 4.236990549934551e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2360165.7549494584
            }
        }
    }
}