{
    "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-5.10.227-219.884.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": "1.0.11",
            "timm_commit": null,
            "peft_version": "0.13.2",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 860.618752,
                "max_global_vram": 1037.565952,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.13069718933105468
                ],
                "count": 1,
                "total": 0.13069718933105468,
                "mean": 0.13069718933105468,
                "p50": 0.13069718933105468,
                "p90": 0.13069718933105468,
                "p95": 0.13069718933105468,
                "p99": 0.13069718933105468,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1050.873856,
                "max_global_vram": 1073.217536,
                "max_process_vram": 0.0,
                "max_reserved": 423.624704,
                "max_allocated": 377.056256
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.007415808200836181,
                    0.006917119979858399,
                    0.006913023948669434,
                    0.0069027838706970214,
                    0.006903808116912841,
                    0.006910975933074951,
                    0.006936575889587402,
                    0.00693452787399292,
                    0.00694271993637085,
                    0.007002111911773682,
                    0.007012351989746094,
                    0.007008255958557129,
                    0.007011328220367432,
                    0.006987775802612305,
                    0.0069959678649902345,
                    0.007003136157989502,
                    0.006994944095611572,
                    0.007016448020935059,
                    0.007008255958557129,
                    0.007001088142395019,
                    0.007021567821502686,
                    0.007011328220367432,
                    0.007007232189178467,
                    0.007005216121673584,
                    0.007005184173583984,
                    0.006998015880584717,
                    0.006979584217071533,
                    0.006994944095611572,
                    0.0069959678649902345,
                    0.007014400005340577,
                    0.006998015880584717,
                    0.007007232189178467,
                    0.007003136157989502,
                    0.0069959678649902345,
                    0.007000063896179199,
                    0.0069959678649902345,
                    0.007002111911773682,
                    0.006989823818206787,
                    0.006979743957519532,
                    0.007004159927368164,
                    0.007008255958557129,
                    0.0070563840866088865,
                    0.0070594558715820314,
                    0.007060480117797851,
                    0.0070522880554199216,
                    0.007051328182220459,
                    0.0070553598403930665,
                    0.00704204797744751,
                    0.0070553598403930665,
                    0.007049215793609619,
                    0.0070522880554199216,
                    0.007060480117797851,
                    0.0070522880554199216,
                    0.007053311824798584,
                    0.0070553598403930665,
                    0.0070522880554199216,
                    0.007058432102203369,
                    0.0070563840866088865,
                    0.007062528133392334,
                    0.007044095993041993,
                    0.007036928176879883,
                    0.007045119762420654,
                    0.007065599918365479,
                    0.0070594558715820314,
                    0.007066624164581299,
                    0.007069695949554444,
                    0.007061503887176514,
                    0.007071743965148926,
                    0.007047167778015137,
                    0.00704204797744751,
                    0.007044095993041993,
                    0.007035903930664063,
                    0.007028736114501953,
                    0.007038976192474365,
                    0.007044095993041993,
                    0.007048192024230957,
                    0.007069695949554444,
                    0.007057407855987549,
                    0.007053311824798584,
                    0.007044095993041993,
                    0.007048192024230957,
                    0.007062528133392334,
                    0.0070594558715820314,
                    0.007069695949554444,
                    0.007071743965148926,
                    0.007062528133392334,
                    0.00704307222366333,
                    0.007051263809204102,
                    0.0070594558715820314,
                    0.007068672180175781,
                    0.007070720195770264,
                    0.007054336071014404,
                    0.00704204797744751,
                    0.0070563840866088865,
                    0.007065599918365479,
                    0.007072768211364746,
                    0.007041024208068848,
                    0.007049215793609619,
                    0.007051263809204102,
                    0.007064576148986816,
                    0.007071743965148926,
                    0.007066624164581299,
                    0.0070594558715820314,
                    0.007045119762420654,
                    0.007046144008636474,
                    0.007064576148986816,
                    0.007062528133392334,
                    0.007057407855987549,
                    0.007057407855987549,
                    0.0070594558715820314,
                    0.007063551902770996,
                    0.007071743965148926,
                    0.007063551902770996,
                    0.007067647933959961,
                    0.007067647933959961,
                    0.007073791980743408,
                    0.007077888011932373,
                    0.007058432102203369,
                    0.007069695949554444,
                    0.007066624164581299,
                    0.007069695949554444,
                    0.007041024208068848,
                    0.007060480117797851,
                    0.007062528133392334,
                    0.007036928176879883,
                    0.007044095993041993,
                    0.007057407855987549,
                    0.007054336071014404,
                    0.007041024208068848,
                    0.0070594558715820314,
                    0.007067647933959961,
                    0.007066624164581299,
                    0.007060480117797851,
                    0.007045119762420654,
                    0.007032832145690918,
                    0.007048192024230957,
                    0.007053311824798584,
                    0.007066624164581299,
                    0.007051263809204102,
                    0.007041024208068848,
                    0.007054336071014404,
                    0.007061503887176514,
                    0.007072768211364746,
                    0.007039999961853028,
                    0.007037951946258545,
                    0.007035903930664063,
                    0.007038976192474365,
                    0.0070348801612854
                ],
                "count": 148,
                "total": 1.0417687044143673,
                "mean": 0.007038977732529512,
                "p50": 0.007050239801406861,
                "p90": 0.00706897931098938,
                "p95": 0.007071743965148926,
                "p99": 0.007075962877273559,
                "stdev": 4.8335238693519625e-05,
                "stdev_": 0.6866798067870855
            },
            "throughput": {
                "unit": "samples/s",
                "value": 284.1321674818375
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.530146307713879e-08,
                "ram": 4.5699996253472834e-08,
                "gpu": 5.492534424054086e-07,
                "total": 6.802549017360202e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2940074.367558354
            }
        }
    }
}