diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 841356e..6dfed5b 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -41,11 +41,11 @@ jobs:
             release_config: Release
           - artifact_name: onnxruntime-win-x64-gpu
             os: windows-2022
-            cuda_version: 12.2.2
+            cuda_version: 12.4.1
             # 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/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
+            cudnn_url: https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/windows-x86_64/cudnn-windows-x86_64-8.9.7.29_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 12.4
             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: 12.2.2
+            cuda_version: 12.4.1
             cuda_sub_packages: "[]" # デフォルト
-            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
+            cudnn_url: https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-8.9.7.29_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
@@ -85,12 +85,12 @@ jobs:
             result_dir: build
             release_config: Release
           - artifact_name: onnxruntime-osx-arm64
-            os: macos-11
+            os: macos-12
             build_opts: --cmake_extra_defines CMAKE_SYSTEM_NAME=Darwin CMAKE_OSX_ARCHITECTURES=arm64 --config Release --parallel --compile_no_warning_as_error --update --build --build_shared_lib
             result_dir: build
             release_config: Release
           - artifact_name: onnxruntime-osx-x86_64
-            os: macos-11
+            os: macos-12
             build_opts: --cmake_extra_defines CMAKE_SYSTEM_NAME=Darwin CMAKE_OSX_ARCHITECTURES=x86_64 --config Release --parallel --compile_no_warning_as_error --update --build --build_shared_lib
             result_dir: build
             release_config: Release
@@ -213,7 +213,7 @@ jobs:
 
       - name: Set up CUDA
         if: steps.cache-build-result.outputs.cache-hit != 'true' && matrix.cuda_version && matrix.cudnn_url
-        uses: Jimver/cuda-toolkit@v0.2.15
+        uses: Jimver/cuda-toolkit@v0.2.16
         with:
           cuda: ${{ matrix.cuda_version }}
           sub-packages: ${{ matrix.cuda_sub_packages }}