[dist] Update to latest CUDA and CuDNN versions

Author: Breakthrough

.github/workflows/build_wheels_windows.yml

@@ -72,7 +72,7 @@ jobs:
       uses: actions/cache@v3
       with:
         path: .deps/Nvidia
-        key: nvidia-deps-cuda-12.4.0-cudnn-8.9.7.29
+        key: nvidia-deps-cuda-13.1.1-cudnn-9.18.1.3
     - name: Clone NVIDIA dependencies
       if: steps.cache-nvidia-deps.outputs.cache-hit != 'true'
       env:
@@ -85,27 +85,27 @@ jobs:
       shell: bash
     - name: 🔧 Install NVIDIA CUDA Toolkit
       run: |
-        $installer_path = ".deps/Nvidia/cuda_12.4.0_windows_network.exe"
+        $installer_path = ".deps/Nvidia/cuda_13.1.1_windows_network.exe"
         if (-not (Test-Path $installer_path)) {
           throw "CUDA Toolkit installer not found at $installer_path"
         }
         echo "Installing CUDA Toolkit silently..."
-        $arguments = "-s nvcc_12.4 cudart_12.4 cublas_12.4 cublas_dev_12.4 cufft_12.4 cufft_dev_12.4 npp_12.4 npp_dev_12.4"
+        $arguments = "-s nvcc_13.1 cudart_13.1 cublas_13.1 cublas_dev_13.1 cufft_13.1 cufft_dev_13.1 npp_13.1 npp_dev_13.1 visual_studio_integration_13.1"
         Start-Process -FilePath $installer_path -ArgumentList $arguments -Wait -NoNewWindow
         echo "Adding CUDA to PATH..."
-        $CUDA_PATH = "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.4"
+        $CUDA_PATH = "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v13.1"
         echo "CUDA_PATH=$CUDA_PATH" | Out-File -FilePath $env:GITHUB_ENV -Append
         Copy-Item -Path "$CUDA_PATH/bin/*" -Destination .  -Include "*.dll"
       shell: pwsh
     - name: 🔧 Install NVIDIA CuDNN
       run: |
-        $cudnn_path = ".deps/Nvidia/cudnn-windows-x86_64-8.9.7.29_cuda12-archive.zip"
+        $cudnn_path = ".deps/Nvidia/cudnn-windows-x86_64-9.18.1.3_cuda13-archive.zip"
         if (-not (Test-Path $cudnn_path)) {
           throw "CuDNN archive not found at $cudnn_path"
         }
         echo "Installing CuDNN..."
         7z x $cudnn_path
-        $CUDNN_PATH = "D:/a/opencv-python-cuda/opencv-python-cuda/cudnn-windows-x86_64-8.9.7.29_cuda12-archive"
+        $CUDNN_PATH = "D:/a/opencv-python-cuda/opencv-python-cuda/cudnn-windows-x86_64-9.18.1.3_cuda13-archive"
         echo "CUDNN_LIBRARY=$CUDNN_PATH/lib/x64/cudnn.lib" | Out-File -FilePath $env:GITHUB_ENV -Append
         echo "CUDNN_INCLUDE_DIR=$CUDNN_PATH/include" | Out-File -FilePath $env:GITHUB_ENV -Append
         Copy-Item -Path "$CUDNN_PATH/bin/*" -Destination .  -Include "*.dll"