try building with cuda 12.5 which is compatible with VS 2022 17.10 an…

…d above

.github/workflows/build_cuda.yml

@@ -17,7 +17,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-2022]
+        os: [windows-2022]
 
     steps:
     - uses: actions/checkout@master
@@ -50,7 +50,7 @@ jobs:
         CIBW_BEFORE_ALL_LINUX: bash .github/workflows/prepare_build_environment_linux_cuda.sh
         CIBW_REPAIR_WHEEL_COMMAND_LINUX: ""
 
-        CIBW_ENVIRONMENT_WINDOWS: CMAKE_CUDA_COMPILER="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.6/bin/nvcc.exe" CUDA_TOOLKIT_ROOT_DIR="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.6" CMAKE_GENERATOR_TOOLSET="cuda=C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.6" CUDA_NVCC_FLAGS="--allow-unsupported-compiler"
+        CIBW_ENVIRONMENT_WINDOWS: CMAKE_CUDA_COMPILER="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.5/bin/nvcc.exe" CUDA_TOOLKIT_ROOT_DIR="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.5" CMAKE_GENERATOR_TOOLSET="cuda=C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.5" CUDA_NVCC_FLAGS="--allow-unsupported-compiler"
         CIBW_BEFORE_ALL_WINDOWS: bash .github/workflows/prepare_build_environment_windows_cuda.sh
         CIBW_REPAIR_WHEEL_COMMAND_WINDOWS: ""
 

.github/workflows/prepare_build_environment_windows_cuda.sh

@@ -3,6 +3,6 @@
 set -e
 set -x
 
-curl -s -L -nv -o cuda.exe https://developer.download.nvidia.com/compute/cuda/11.6.1/local_installers/cuda_11.6.1_511.65_windows.exe
-./cuda.exe -s nvcc_11.6 cudart_11.6 cublas_dev_11.6 curand_dev_11.6 cusparse_dev_11.6 thrust_11.6 visual_studio_integration_11.6
+curl -s -L -nv -o cuda.exe https://developer.download.nvidia.com/compute/cuda/12.5.1/local_installers/cuda_12.5.1_555.85_windows.exe
+./cuda.exe -s nvcc_12.5 cudart_12.5 cublas_dev_12.5 curand_dev_12.5 cusparse_dev_12.5 thrust_12.5 visual_studio_integration_12.5
 rm cuda.exe