{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+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": 2,
                "sequence_length": 16,
                "num_choices": 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": 66697.248768,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.228-219.884.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.dev0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.46.3",
            "transformers_commit": null,
            "accelerate_version": "1.1.1",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.12",
            "timm_commit": null,
            "peft_version": "0.13.2",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load_model": {
            "memory": {
                "unit": "MB",
                "max_ram": 865.165312,
                "max_global_vram": 1037.565952,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.12763136291503907
                ],
                "count": 1,
                "total": 0.12763136291503907,
                "mean": 0.12763136291503907,
                "p50": 0.12763136291503907,
                "p90": 0.12763136291503907,
                "p95": 0.12763136291503907,
                "p99": 0.12763136291503907,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 0.00010684624966527904,
                "ram": 5.85264032331123e-05,
                "gpu": 0.00013894927782600024,
                "total": 0.0003043219307243916
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1057.386496,
                "max_global_vram": 1073.217536,
                "max_process_vram": 0.0,
                "max_reserved": 423.624704,
                "max_allocated": 377.056256
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.007472032070159912,
                    0.007001088142395019,
                    0.006880256175994873,
                    0.006876160144805908,
                    0.006872064113616944,
                    0.0068853759765625,
                    0.006876160144805908,
                    0.006890495777130127,
                    0.0069283838272094726,
                    0.006930431842803955,
                    0.0069253120422363285,
                    0.006927360057830811,
                    0.006924287796020508,
                    0.006948863983154297,
                    0.006973440170288086,
                    0.007028736114501953,
                    0.007147520065307617,
                    0.006973440170288086,
                    0.006959104061126709,
                    0.006959104061126709,
                    0.006971392154693603,
                    0.006971392154693603,
                    0.006974463939666748,
                    0.006967296123504638,
                    0.006972447872161865,
                    0.006971392154693603,
                    0.006970367908477783,
                    0.006973440170288086,
                    0.006972415924072266,
                    0.006974463939666748,
                    0.007085055828094483,
                    0.006967296123504638,
                    0.007015423774719238,
                    0.006967296123504638,
                    0.006969344139099121,
                    0.006968319892883301,
                    0.006972415924072266,
                    0.006980607986450196,
                    0.006971392154693603,
                    0.006967296123504638,
                    0.006969344139099121,
                    0.006972415924072266,
                    0.006973440170288086,
                    0.006987775802612305,
                    0.007002111911773682,
                    0.007002111911773682,
                    0.007121920108795166,
                    0.007027711868286133,
                    0.007014400005340577,
                    0.007145472049713135,
                    0.007013376235961914,
                    0.007018496036529541,
                    0.007011328220367432,
                    0.007005184173583984,
                    0.007007232189178467,
                    0.007001088142395019,
                    0.007007232189178467,
                    0.007006207942962647,
                    0.007013376235961914,
                    0.007013376235961914,
                    0.007001088142395019,
                    0.007012351989746094,
                    0.007006207942962647,
                    0.007019519805908203,
                    0.007130112171173096,
                    0.007111680030822754,
                    0.007010303974151612,
                    0.007006207942962647,
                    0.007004159927368164,
                    0.007015423774719238,
                    0.007018496036529541,
                    0.007009280204772949,
                    0.007017471790313721,
                    0.007000063896179199,
                    0.0070225920677185055,
                    0.007013376235961914,
                    0.007019519805908203,
                    0.007021599769592285,
                    0.007013376235961914,
                    0.007132160186767578,
                    0.007172095775604248,
                    0.0070225920677185055,
                    0.007014400005340577,
                    0.007013376235961914,
                    0.007023615837097168,
                    0.0070225920677185055,
                    0.007016448020935059,
                    0.007017471790313721,
                    0.0070225920677185055,
                    0.007016448020935059,
                    0.007009280204772949,
                    0.007003136157989502,
                    0.007016448020935059,
                    0.007028736114501953,
                    0.007144447803497315,
                    0.007032832145690918,
                    0.007021567821502686,
                    0.007013376235961914,
                    0.007027711868286133,
                    0.007018496036529541,
                    0.00701043176651001,
                    0.007018496036529541,
                    0.007079936027526855,
                    0.007028736114501953,
                    0.007031807899475098,
                    0.007020544052124023,
                    0.007020544052124023,
                    0.007016448020935059,
                    0.007024640083312988,
                    0.0070225920677185055,
                    0.007029759883880615,
                    0.007029759883880615,
                    0.007021567821502686,
                    0.0070348801612854,
                    0.007017471790313721,
                    0.007024640083312988,
                    0.007036928176879883,
                    0.007111680030822754,
                    0.007011328220367432,
                    0.007016448020935059,
                    0.007010303974151612,
                    0.007009280204772949,
                    0.007016448020935059,
                    0.007013376235961914,
                    0.007010303974151612,
                    0.0070256638526916505,
                    0.0070266880989074704,
                    0.007021567821502686,
                    0.0070256638526916505,
                    0.007027711868286133,
                    0.007028736114501953,
                    0.007145472049713135,
                    0.007024640083312988,
                    0.0070236802101135256,
                    0.007024640083312988,
                    0.007031807899475098,
                    0.007017471790313721,
                    0.007139328002929687,
                    0.0070266880989074704,
                    0.007006239891052246,
                    0.007019519805908203,
                    0.007019519805908203,
                    0.007019519805908203,
                    0.007021567821502686,
                    0.007019519805908203,
                    0.007024640083312988,
                    0.0070256638526916505,
                    0.007024640083312988,
                    0.007021567821502686
                ],
                "count": 149,
                "total": 1.044979906082153,
                "mean": 0.007013287960282907,
                "p50": 0.007015423774719238,
                "p90": 0.007035289764404297,
                "p95": 0.007131340980529785,
                "p99": 0.007160299434661866,
                "stdev": 6.313920041747211e-05,
                "stdev_": 0.9002795946072226
            },
            "throughput": {
                "unit": "samples/s",
                "value": 285.17294759979063
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.398051059028054e-08,
                "ram": 4.564768435178059e-08,
                "gpu": 5.779377746621641e-07,
                "total": 7.07565969604225e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2826591.5630717715
            }
        }
    }
}