{
    "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": 843.825152,
                "max_global_vram": 1037.565952,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.2511288299560547
                ],
                "count": 1,
                "total": 0.2511288299560547,
                "mean": 0.2511288299560547,
                "p50": 0.2511288299560547,
                "p90": 0.2511288299560547,
                "p95": 0.2511288299560547,
                "p99": 0.2511288299560547,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1053.769728,
                "max_global_vram": 1056.44032,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 363.853824
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.005785600185394287,
                    0.005237760066986084,
                    0.005214208126068115,
                    0.005253119945526123,
                    0.005180416107177735,
                    0.005172224044799805,
                    0.005273663997650146,
                    0.00522649621963501,
                    0.005234687805175781,
                    0.005258207798004151,
                    0.005296127796173096,
                    0.005178368091583252,
                    0.005846015930175781,
                    0.005198847770690918,
                    0.005188608169555664,
                    0.005219327926635742,
                    0.005145599842071533,
                    0.005182464122772217,
                    0.005187583923339844,
                    0.005149695873260498,
                    0.005149695873260498,
                    0.00517632007598877,
                    0.005165056228637695,
                    0.005122047901153564,
                    0.00515174388885498,
                    0.005164031982421875,
                    0.005156832218170166,
                    0.005139455795288086,
                    0.005171199798583984,
                    0.005196767807006836,
                    0.005627903938293457,
                    0.00522649621963501,
                    0.005150720119476319,
                    0.005283840179443359,
                    0.005150720119476319,
                    0.005135359764099121,
                    0.00516096019744873,
                    0.005152768135070801,
                    0.005164031982421875,
                    0.0051773438453674315,
                    0.0051404800415039064,
                    0.005161024093627929,
                    0.0051435518264770505,
                    0.005132192134857177,
                    0.005149695873260498,
                    0.005257215976715088,
                    0.00517632007598877,
                    0.005182464122772217,
                    0.005283840179443359,
                    0.005163008213043213,
                    0.0051476478576660155,
                    0.005190656185150146,
                    0.005152768135070801,
                    0.0051660799980163576,
                    0.005157887935638428,
                    0.005138432025909424,
                    0.0051066880226135255,
                    0.005141503810882568,
                    0.005143648147583008,
                    0.005098495960235596,
                    0.005169151782989502,
                    0.005137407779693603,
                    0.005093376159667969,
                    0.005128191947937012,
                    0.005156864166259765,
                    0.005864448070526123,
                    0.005255167961120606,
                    0.005169151782989502,
                    0.005441535949707031,
                    0.005248000144958496,
                    0.00541593599319458,
                    0.0054906878471374515,
                    0.00515174388885498,
                    0.00535756778717041,
                    0.005320703983306885,
                    0.005154816150665284,
                    0.005135359764099121,
                    0.005165056228637695,
                    0.0051352958679199215,
                    0.0051404800415039064,
                    0.005136415958404541,
                    0.00511078405380249,
                    0.00510975980758667,
                    0.005253056049346924,
                    0.005121024131774903,
                    0.005105663776397705,
                    0.005118879795074463,
                    0.005252096176147461,
                    0.005131264209747314,
                    0.005123072147369385,
                    0.0051363840103149415,
                    0.0051066880226135255,
                    0.005128191947937012,
                    0.0051435518264770505,
                    0.005318655967712403,
                    0.005116928100585938,
                    0.005157887935638428,
                    0.005135359764099121,
                    0.005116960048675537,
                    0.005125120162963868,
                    0.005122047901153564,
                    0.005127168178558349,
                    0.0051036162376403805,
                    0.0052971520423889164,
                    0.005192704200744629,
                    0.005101568222045898,
                    0.00521830415725708,
                    0.0051404800415039064,
                    0.00510975980758667,
                    0.005132287979125977,
                    0.005158912181854248,
                    0.005187615871429443,
                    0.005134335994720459,
                    0.005230591773986816,
                    0.005277696132659912,
                    0.005258240222930908,
                    0.005184512138366699,
                    0.00521830415725708,
                    0.005153791904449463,
                    0.005232639789581299,
                    0.005228544235229492,
                    0.0051773438453674315,
                    0.005178336143493652,
                    0.005204991817474365,
                    0.005208064079284668,
                    0.005164031982421875,
                    0.005180416107177735,
                    0.005186560153961181,
                    0.005117951869964599,
                    0.005164031982421875,
                    0.005179391860961914,
                    0.005124095916748047,
                    0.005139455795288086,
                    0.005131264209747314,
                    0.0051363840103149415,
                    0.005123072147369385,
                    0.005145599842071533,
                    0.005191711902618408,
                    0.005125120162963868,
                    0.005107711791992187,
                    0.005141503810882568,
                    0.005131264209747314,
                    0.005155839920043945,
                    0.005124095916748047,
                    0.005175295829772949,
                    0.005274623870849609,
                    0.005150720119476319,
                    0.005171199798583984,
                    0.005134335994720459,
                    0.005119999885559082,
                    0.005161983966827393,
                    0.005187583923339844,
                    0.0051435518264770505,
                    0.0051333122253417966,
                    0.0051701760292053225,
                    0.005134335994720459,
                    0.005144576072692871,
                    0.005159872055053711,
                    0.005148608207702637,
                    0.00516096019744873,
                    0.005154816150665284,
                    0.005185535907745361,
                    0.005149695873260498,
                    0.005121024131774903,
                    0.005188608169555664,
                    0.005129216194152832,
                    0.005169151782989502,
                    0.005148608207702637,
                    0.005154816150665284,
                    0.005141503810882568,
                    0.005157887935638428,
                    0.005163008213043213,
                    0.005142528057098389,
                    0.005128191947937012,
                    0.005145599842071533,
                    0.005139455795288086,
                    0.005132287979125977,
                    0.005119999885559082,
                    0.0051476478576660155,
                    0.005155839920043945,
                    0.005126143932342529,
                    0.005187583923339844,
                    0.005122047901153564,
                    0.005130239963531494,
                    0.00517632007598877,
                    0.005153791904449463,
                    0.005135359764099121,
                    0.005131264209747314,
                    0.005187583923339844,
                    0.005165056228637695,
                    0.005155839920043945,
                    0.00511078405380249
                ],
                "count": 192,
                "total": 0.9952416958808897,
                "mean": 0.005183550499379635,
                "p50": 0.005155839920043945,
                "p90": 0.00525701117515564,
                "p95": 0.005306828808784485,
                "p99": 0.005791037602424621,
                "stdev": 0.00010596623956858991,
                "stdev_": 2.0442791013856603
            },
            "throughput": {
                "unit": "samples/s",
                "value": 192.91796233482813
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.995256179854402e-08,
                "ram": 3.2758002529285215e-08,
                "gpu": 3.407760863131344e-07,
                "total": 4.3348665064096367e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2306876.113765848
            }
        }
    }
}