[Python] ONNXRuntime fails to load CUDAExecutionProvider, falls back to CPUExecutionProvider...

I'm using InsightFace for face recognition on Windows with Python. When I initialize FaceAnalysis(), I get an error saying CUDAExecutionProvider couldn't be loaded, and it falls back to CPUExecutionProvider.

onnxruntime_gpu=1.17.0

----error----

****************************************
Applied providers: ['CPUExecutionProvider'], with options: {'CPUExecutionProvider': {}}
find model: C:\Users\iii_a/.insightface\models\buffalo_l\genderage.onnx genderage ['None', 3, 96, 96] 0.0 1.0
2025-04-16 12:21:14.6103039 [Ennxruntimeefault, provider_bridge_ort.cc:1498 onnxruntime::TryGetProviderInfo_CUDA] E:\public_projects\onnxruntime\onnxruntime\core\session\provider_bridge_ort.cc:1195 onnxruntime:roviderLibrary::Get [ONNXRuntimeError] : 1 : FAIL : LoadLibrary failed with error 126 "" when trying to load "D:\GenAI\eda_ghost\FasterLivePortrait-windows-20240811\venv\lib\site-packages\onnxruntime\capi\onnxruntime_providers_cuda.dll"

*************** EP Error ***************
EP Error E:\public_projects\onnxruntime\onnxruntime\python\onnxruntime_pybind_state.cc:829 onnxruntime:ython::CreateExecutionProviderInstance CUDA_PATH is set but CUDA wasnt able to be loaded. Please install the correct version of CUDA andcuDNN as mentioned in the GPU requirements page (https://onnxruntime.ai/docs/execution-providers/CUDA-ExecutionProvider.html#requirements), make sure they're in the PATH, and that your GPU is supported.
when using ['CUDAExecutionProvider', 'CPUExecutionProvider']
Falling back to ['CPUExecutionProvider'] and retrying.
****************************************
Applied providers: ['CPUExecutionProvider'], with options: {'CPUExecutionProvider': {}}
find model: C:\Users\iii_a/.insightface\models\buffalo_l\w600k_r50.onnx recognition ['None', 3, 112, 112] 127.5 127.5
set det-size: (640, 640)


----code----

from insightface.app import FaceAnalysis

app = FaceAnalysis()
app.prepare(ctx_id=0, det_size=(640, 640))


----cuda version----

nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2024 NVIDIA Corporation
Built on Wed_Aug_14_10:26:51_Pacific_Daylight_Time_2024
Cuda compilation tools, release 12.6, V12.6.68
Build cuda_12.6.r12.6/compiler.34714021_0

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