CUDAをv12.2に (#38)

* CUDAをv12.2に

* Windowsでは`use-github-cache`と`use-local-cache`を`false`にする

See: VOICEVOX/voicevox_additional_libraries#3 (comment)

* cuda-toolkitをv0.2.14に

* 以前のcuDNNに対するワークアラウンドを削除

* `--cuda_version`も更新

.github/workflows/build.yml

@@ -41,11 +41,11 @@ jobs:
             release_config: Release
           - artifact_name: onnxruntime-win-x64-gpu
             os: windows-2022
-            cuda_version: 11.8.0
+            cuda_version: 12.2.2
             # Windowsの場合デフォルトのパッケージ群では不十分であるため、必要そうなパッケージを指定する。ただしいくつかは不要かもしれない
             cuda_sub_packages: '["cudart", "cuobjdump", "nvcc", "nvdisasm", "thrust", "cublas_dev", "cufft_dev", "curand_dev", "cusolver_dev", "cusparse_dev", "visual_studio_integration"]'
-            cudnn_url: https://developer.download.nvidia.com/compute/redist/cudnn/v8.5.0/local_installers/11.7/cudnn-windows-x86_64-8.5.0.96_cuda11-archive.zip
-            build_opts: --cmake_extra_defines CMAKE_SYSTEM_NAME=Windows CMAKE_SYSTEM_PROCESSOR=x86_64 --config Release --parallel --compile_no_warning_as_error --update --build --build_shared_lib --use_dml --use_cuda --cuda_version 11.8
+            cudnn_url: https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/windows-x86_64/cudnn-windows-x86_64-8.9.2.26_cuda12-archive.zip
+            build_opts: --cmake_extra_defines CMAKE_SYSTEM_NAME=Windows CMAKE_SYSTEM_PROCESSOR=x86_64 --config Release --parallel --compile_no_warning_as_error --update --build --build_shared_lib --use_dml --use_cuda --cuda_version 12.2
             result_dir: build/Release
             release_config: Release
           - artifact_name: onnxruntime-win-x86
@@ -60,9 +60,9 @@ jobs:
             release_config: Release
           - artifact_name: onnxruntime-linux-x64-gpu
             os: ubuntu-20.04
-            cuda_version: 11.8.0
+            cuda_version: 12.2.2
             cuda_sub_packages: "[]" # デフォルト
-            cudnn_url: https://developer.download.nvidia.com/compute/redist/cudnn/v8.2.4/cudnn-11.4-linux-x64-v8.2.4.15.tgz
+            cudnn_url: https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-8.9.2.26_cuda12-archive.tar.xz
             build_opts: --cmake_extra_defines CMAKE_SYSTEM_NAME=Linux CMAKE_SYSTEM_PROCESSOR=x86_64 --config Release --parallel --compile_no_warning_as_error --update --build --build_shared_lib --use_cuda
             result_dir: build
             release_config: Release
@@ -213,11 +213,14 @@ jobs:
 
       - name: Set up CUDA
         if: steps.cache-build-result.outputs.cache-hit != 'true' && matrix.cuda_version && matrix.cudnn_url
-        uses: Jimver/cuda-toolkit@v0.2.11
+        uses: Jimver/cuda-toolkit@v0.2.14
         with:
           cuda: ${{ matrix.cuda_version }}
           sub-packages: ${{ matrix.cuda_sub_packages }}
           method: network
+          # https://github.com/Jimver/cuda-toolkit/issues/315#issuecomment-2016310157
+          use-github-cache: ${{ runner.os != 'Windows' }}
+          use-local-cache: ${{ runner.os != 'Windows' }}
 
       - name: Set `$CUDA_HOME`
         if: steps.cache-build-result.outputs.cache-hit != 'true' && matrix.cuda_version && matrix.cudnn_url
@@ -239,7 +242,6 @@ jobs:
           fi
 
           cudnn_path=$(find download -maxdepth 1 -name 'cudnn-*')
-          : "${cudnn_path:=./download/cuda}" # https://developer.download.nvidia.com/compute/redist/cudnn/v8.2.4/cudnn-11.4-linux-x64-v8.2.4.15.tgz
           if [ ${{ runner.os }} = Windows ]; then
             cudnn_path=$(cygpath -wa "$cudnn_path")
           else