Can't load CUDA on .NET project

[ElinLiu0]

Describe the issue

I'm installed Microsoft.ML.OnnxRuntime.Gpu and Microsoft.ML.OnnxRuntime.Gpu.Windows via NuGet.

Yet when trying using below code to initalize session:

if (nvGPUExists)
{
    using var gpuSessionOptions = SessionOptions.MakeSessionOptionWithCudaProvider();
    this.HubertModle = new InferenceSession(HubertModelPath, gpuSessionOptions);
}
else
{
    SessionOptions sessionOptions = new SessionOptions();
    sessionOptions.GraphOptimizationLevel = GraphOptimizationLevel.ORT_ENABLE_ALL;
    sessionOptions.AppendExecutionProvider_DML(0);
    this.HubertModle = new InferenceSession(HubertModelPath, sessionOptions);
}

Then it raised:

Unable to find an entry point named 'OrtSessionOptionsAppendExecutionProvider_CUDA' in DLL 'onnxruntime'.

To reproduce

No exactlly

Urgency

No response

Platform

Windows

OS Version

Windows 11 24H2

ONNX Runtime Installation

Released Package

ONNX Runtime Version or Commit ID

1.20.1

ONNX Runtime API

C#

Architecture

X64

Execution Provider

CUDA

Execution Provider Library Version

CUDA 12.8,CUDNN 9.7,TensorRT 10.8.0.43