{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.285632,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "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": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 757.706752,
                "max_global_vram": 1030.22592,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.20241748046875,
                "mean": 7.20241748046875,
                "stdev": 0.0,
                "p50": 7.20241748046875,
                "p90": 7.20241748046875,
                "p95": 7.20241748046875,
                "p99": 7.20241748046875,
                "values": [
                    7.20241748046875
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.567111909389496e-06,
                "ram": 8.431064607182748e-07,
                "gpu": 3.4555583200007733e-06,
                "total": 5.865776690108544e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 890.277888,
                "max_global_vram": 1057.488896,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 363.853824
            },
            "latency": {
                "unit": "s",
                "count": 209,
                "total": 1.0232068204879767,
                "mean": 0.004895726413818067,
                "stdev": 0.0002218519434741607,
                "p50": 0.004842495918273926,
                "p90": 0.004954316806793213,
                "p95": 0.005014732933044433,
                "p99": 0.006162186088562,
                "values": [
                    0.006892543792724609,
                    0.006758399963378906,
                    0.006238207817077636,
                    0.005152768135070801,
                    0.005021696090698242,
                    0.005028863906860351,
                    0.00496230411529541,
                    0.0049909758567810054,
                    0.004964416027069092,
                    0.005004288196563721,
                    0.0049530878067016604,
                    0.00493779182434082,
                    0.004955135822296143,
                    0.004998144149780274,
                    0.004958208084106445,
                    0.004949056148529053,
                    0.004960256099700928,
                    0.0049387521743774416,
                    0.004908031940460205,
                    0.004899839878082276,
                    0.0049192957878112795,
                    0.00495411205291748,
                    0.004967423915863037,
                    0.004941823959350586,
                    0.004933631896972656,
                    0.0048752641677856446,
                    0.004965375900268554,
                    0.004932608127593994,
                    0.004843520164489746,
                    0.004844543933868409,
                    0.0048455681800842285,
                    0.004844543933868409,
                    0.004841472148895264,
                    0.004930560111999512,
                    0.004914175987243652,
                    0.0049459199905395506,
                    0.004896768093109131,
                    0.004903935909271241,
                    0.004887551784515381,
                    0.004839424133300781,
                    0.004851712226867676,
                    0.004901887893676758,
                    0.004883456230163574,
                    0.004874239921569825,
                    0.004914175987243652,
                    0.004837376117706299,
                    0.004841472148895264,
                    0.004840447902679444,
                    0.004841472148895264,
                    0.004841472148895264,
                    0.004847616195678711,
                    0.0048455681800842285,
                    0.004842495918273926,
                    0.004842495918273926,
                    0.0048455681800842285,
                    0.004843520164489746,
                    0.004841472148895264,
                    0.004841472148895264,
                    0.004847616195678711,
                    0.004839424133300781,
                    0.004841472148895264,
                    0.004842495918273926,
                    0.004840447902679444,
                    0.004839424133300781,
                    0.004843520164489746,
                    0.004842495918273926,
                    0.004841472148895264,
                    0.004842527866363525,
                    0.004840447902679444,
                    0.005287936210632324,
                    0.004944896221160889,
                    0.004887551784515381,
                    0.00491315221786499,
                    0.004843520164489746,
                    0.004840447902679444,
                    0.00485478401184082,
                    0.004874239921569825,
                    0.004876287937164306,
                    0.004848639965057373,
                    0.004844543933868409,
                    0.004839424133300781,
                    0.004842495918273926,
                    0.004841472148895264,
                    0.004843520164489746,
                    0.004838399887084961,
                    0.004838399887084961,
                    0.004838399887084961,
                    0.004840447902679444,
                    0.004840447902679444,
                    0.004848639965057373,
                    0.005047296047210693,
                    0.005153791904449463,
                    0.005153791904449463,
                    0.005150720119476319,
                    0.004944896221160889,
                    0.004910079956054687,
                    0.004944896221160889,
                    0.004844543933868409,
                    0.004892672061920166,
                    0.004905983924865722,
                    0.00487014389038086,
                    0.004842495918273926,
                    0.004838399887084961,
                    0.004842495918273926,
                    0.004838399887084961,
                    0.004839424133300781,
                    0.004842495918273926,
                    0.004844543933868409,
                    0.004842495918273926,
                    0.004837376117706299,
                    0.004843520164489746,
                    0.004840447902679444,
                    0.004840447902679444,
                    0.004841472148895264,
                    0.004844543933868409,
                    0.004837376117706299,
                    0.004840447902679444,
                    0.004840447902679444,
                    0.004843520164489746,
                    0.004842495918273926,
                    0.004840447902679444,
                    0.004844543933868409,
                    0.004840447902679444,
                    0.004839424133300781,
                    0.004841472148895264,
                    0.004841472148895264,
                    0.004843520164489746,
                    0.004840447902679444,
                    0.004844543933868409,
                    0.004843520164489746,
                    0.004840447902679444,
                    0.004841472148895264,
                    0.004840447902679444,
                    0.004840447902679444,
                    0.004841472148895264,
                    0.004843520164489746,
                    0.004840447902679444,
                    0.004837376117706299,
                    0.004843520164489746,
                    0.004839424133300781,
                    0.004839424133300781,
                    0.004840447902679444,
                    0.004838399887084961,
                    0.004842495918273926,
                    0.004843520164489746,
                    0.004843520164489746,
                    0.004837376117706299,
                    0.004841472148895264,
                    0.004838496208190918,
                    0.004842495918273926,
                    0.004839424133300781,
                    0.004836351871490479,
                    0.004840447902679444,
                    0.004843520164489746,
                    0.004840447902679444,
                    0.004837376117706299,
                    0.004838399887084961,
                    0.004841472148895264,
                    0.004842495918273926,
                    0.004838399887084961,
                    0.0048455681800842285,
                    0.004840447902679444,
                    0.004840447902679444,
                    0.004837376117706299,
                    0.004841472148895264,
                    0.004840447902679444,
                    0.004839424133300781,
                    0.004840447902679444,
                    0.004841472148895264,
                    0.004840447902679444,
                    0.004846591949462891,
                    0.004839424133300781,
                    0.004843552112579346,
                    0.004841472148895264,
                    0.004842495918273926,
                    0.004840447902679444,
                    0.004841472148895264,
                    0.004838399887084961,
                    0.004841472148895264,
                    0.004838399887084961,
                    0.004838399887084961,
                    0.004841472148895264,
                    0.004843520164489746,
                    0.004839424133300781,
                    0.004843520164489746,
                    0.004841472148895264,
                    0.004842495918273926,
                    0.004836351871490479,
                    0.004838399887084961,
                    0.004839424133300781,
                    0.004840511798858643,
                    0.004835328102111816,
                    0.004842495918273926,
                    0.004841472148895264,
                    0.004841472148895264,
                    0.004842495918273926,
                    0.004839424133300781,
                    0.004840447902679444,
                    0.004841472148895264,
                    0.004840447902679444,
                    0.004839424133300781,
                    0.004844543933868409,
                    0.004841472148895264,
                    0.004840447902679444,
                    0.004840447902679444,
                    0.004840447902679444,
                    0.004837376117706299,
                    0.004839424133300781,
                    0.004848639965057373
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 204.25977995370098
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.7454491176374223e-08,
                "ram": 3.141405266398252e-08,
                "gpu": 3.723449529573475e-07,
                "total": 4.612134967977042e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2168193.2704554317
            }
        }
    }
}