{
    "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-5.10.225-213.878.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": "4.45.1",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "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": 842.899456,
                "max_global_vram": 1037.565952,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.441453125,
                "mean": 8.441453125,
                "stdev": 0.0,
                "p50": 8.441453125,
                "p90": 8.441453125,
                "p95": 8.441453125,
                "p99": 8.441453125,
                "values": [
                    8.441453125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 3.052019137500158e-06,
                "ram": 1.6539017030590504e-06,
                "gpu": 3.5347250499995556e-06,
                "total": 8.240645890558764e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1051.906048,
                "max_global_vram": 1056.44032,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 363.853824
            },
            "latency": {
                "unit": "s",
                "count": 185,
                "total": 0.9962437453269958,
                "mean": 0.005385101326091869,
                "stdev": 0.00021035615754374582,
                "p50": 0.00541593599319458,
                "p90": 0.005555609703063965,
                "p95": 0.005588992118835449,
                "p99": 0.006106029891967773,
                "values": [
                    0.005601344108581543,
                    0.005529600143432617,
                    0.005586944103240967,
                    0.005588992118835449,
                    0.0055244798660278325,
                    0.005616640090942383,
                    0.005549056053161621,
                    0.005543935775756836,
                    0.005553152084350586,
                    0.005705728054046631,
                    0.005631968021392823,
                    0.005508096218109131,
                    0.005470208168029785,
                    0.005532671928405761,
                    0.005517312049865723,
                    0.0055582718849182125,
                    0.00607539176940918,
                    0.0054906878471374515,
                    0.005356544017791748,
                    0.005346303939819336,
                    0.005409791946411133,
                    0.005396480083465576,
                    0.005400576114654541,
                    0.005472256183624268,
                    0.005519360065460205,
                    0.005512191772460938,
                    0.005506048202514649,
                    0.005553120136260986,
                    0.005637119770050049,
                    0.005465087890625,
                    0.005429247856140137,
                    0.005637119770050049,
                    0.005473279953002929,
                    0.005574687957763672,
                    0.005484543800354004,
                    0.005535711765289306,
                    0.0055316481590271,
                    0.005485599994659424,
                    0.00556441593170166,
                    0.00550707197189331,
                    0.005477375984191894,
                    0.005566463947296142,
                    0.005444608211517334,
                    0.005502975940704345,
                    0.005484543800354004,
                    0.0054906878471374515,
                    0.005475327968597412,
                    0.005318655967712403,
                    0.005282815933227539,
                    0.00531660795211792,
                    0.00541593599319458,
                    0.005411839962005615,
                    0.005439487934112549,
                    0.005391359806060791,
                    0.005432320117950439,
                    0.005463039875030518,
                    0.00542310380935669,
                    0.005464064121246338,
                    0.00547430419921875,
                    0.005479487895965576,
                    0.005576704025268555,
                    0.00554911994934082,
                    0.005530623912811279,
                    0.005489664077758789,
                    0.005484543800354004,
                    0.005513216018676758,
                    0.005401599884033203,
                    0.005438464164733887,
                    0.005471231937408447,
                    0.005484576225280762,
                    0.005551136016845703,
                    0.005483520030975342,
                    0.005476352214813233,
                    0.005567488193511963,
                    0.005479423999786377,
                    0.005467135906219483,
                    0.005411839962005615,
                    0.005313536167144775,
                    0.005385216236114502,
                    0.0054282240867614745,
                    0.005384223937988281,
                    0.005499904155731201,
                    0.005485568046569824,
                    0.005407743930816651,
                    0.00538316822052002,
                    0.0053606400489807126,
                    0.005419007778167725,
                    0.005445631980895996,
                    0.005384191989898681,
                    0.0054579200744628905,
                    0.005411839962005615,
                    0.005399551868438721,
                    0.005438464164733887,
                    0.005513216018676758,
                    0.0055316481590271,
                    0.005544960021972656,
                    0.005532671928405761,
                    0.005557248115539551,
                    0.0054876160621643065,
                    0.005497856140136719,
                    0.00551423978805542,
                    0.00542310380935669,
                    0.005478400230407715,
                    0.0055203838348388675,
                    0.005442560195922852,
                    0.005493760108947754,
                    0.005419007778167725,
                    0.00551526403427124,
                    0.005407743930816651,
                    0.005407743930816651,
                    0.005446656227111817,
                    0.005299200057983398,
                    0.005149727821350098,
                    0.0052899842262268066,
                    0.005409791946411133,
                    0.005262368202209473,
                    0.005126143932342529,
                    0.0051363840103149415,
                    0.005108736038208008,
                    0.005123072147369385,
                    0.0051773438453674315,
                    0.005137407779693603,
                    0.005184512138366699,
                    0.005413887977600097,
                    0.0052715520858764645,
                    0.005268479824066162,
                    0.005354496002197265,
                    0.0054620480537414555,
                    0.005485568046569824,
                    0.005282815933227539,
                    0.005244927883148193,
                    0.005184544086456299,
                    0.00522649621963501,
                    0.005214208126068115,
                    0.005186560153961181,
                    0.005172224044799805,
                    0.005197824001312256,
                    0.005359615802764893,
                    0.005243904113769531,
                    0.005281792163848877,
                    0.005260287761688232,
                    0.005170112133026123,
                    0.0051660799980163576,
                    0.00516096019744873,
                    0.005178368091583252,
                    0.005307392120361328,
                    0.0052367358207702636,
                    0.005192736148834229,
                    0.005393407821655274,
                    0.005203968048095703,
                    0.005183487892150879,
                    0.005165056228637695,
                    0.006819839954376221,
                    0.005588992118835449,
                    0.006266880035400391,
                    0.005193727970123291,
                    0.005169151782989502,
                    0.005123072147369385,
                    0.005097472190856934,
                    0.005117951869964599,
                    0.005081088066101074,
                    0.00511078405380249,
                    0.005121024131774903,
                    0.005105663776397705,
                    0.005107711791992187,
                    0.005193727970123291,
                    0.005134335994720459,
                    0.005127168178558349,
                    0.005195775985717774,
                    0.0051363840103149415,
                    0.0051036162376403805,
                    0.005096415996551514,
                    0.005125120162963868,
                    0.005122047901153564,
                    0.005117951869964599,
                    0.005099520206451416,
                    0.005152768135070801,
                    0.005188608169555664,
                    0.005092351913452148,
                    0.005100543975830078,
                    0.005111807823181152,
                    0.005087232112884522,
                    0.005092319965362549,
                    0.005141503810882568,
                    0.005193727970123291
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 185.69752720432658
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.975658419876855e-08,
                "ram": 3.2651546471381857e-08,
                "gpu": 3.3528083773869266e-07,
                "total": 4.2768896840884317e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2338147.7519056895
            }
        }
    }
}