* Upgrade presets for CUDA 12.0.0, cuDNN 8.7.0, NCCL 2.16.2

bytedeco · Apr 6, 2023 · 3b6fda4 · 3b6fda4
1 parent cc8b58d
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Showing 469 changed files with 12,607 additions and 8,892 deletions.
diff --git a/.github/actions/deploy-centos/action.yml b/.github/actions/deploy-centos/action.yml
@@ -68,14 +68,14 @@ runs:
 
         if [[ "$CI_DEPLOY_PLATFORM" == "linux-x86_64" ]] && [[ -n ${CI_DEPLOY_NEED_CUDA:-} ]]; then
           echo Installing CUDA, cuDNN, etc
-          curl -LO https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda-repo-rhel7-11-8-local-11.8.0_520.61.05-1.x86_64.rpm
-          curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/libcudnn8-8.6.0.163-1.cuda11.8.x86_64.rpm
-          curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/libcudnn8-devel-8.6.0.163-1.cuda11.8.x86_64.rpm
-          curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/libnccl-2.15.5-1+cuda11.8.x86_64.rpm
-          curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/libnccl-devel-2.15.5-1+cuda11.8.x86_64.rpm
-
-          rpm -i --force --ignorearch --nodeps cuda-repo-rhel7-11-8-local-11.8.0_520.61.05-1.x86_64.rpm libcudnn*.rpm libnccl*.rpm
-          pushd /var/cuda-repo-rhel7-11-8-local/; rpm -i --force --ignorearch --nodeps cuda*.rpm libc*.rpm libn*.rpm; rm *.rpm; popd
+          curl -LO https://developer.download.nvidia.com/compute/cuda/12.0.0/local_installers/cuda-repo-rhel7-12-0-local-12.0.0_525.60.13-1.x86_64.rpm
+          curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/libcudnn8-8.7.0.84-1.cuda10.2.x86_64.rpm
+          curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/libcudnn8-devel-8.7.0.84-1.cuda10.2.x86_64.rpm
+          curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/libnccl-2.16.2-1+cuda12.0.x86_64.rpm
+          curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/libnccl-devel-2.16.2-1+cuda12.0.x86_64.rpm
+
+          rpm -i --force --ignorearch --nodeps cuda-repo-rhel7-* libcudnn*.rpm libnccl*.rpm
+          pushd /var/cuda-repo-rhel7-12-0-local/; rpm -i --force --ignorearch --nodeps cuda*.rpm libc*.rpm libn*.rpm; rm *.rpm; popd
           ln -sf /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/libcuda.so
           ln -sf /usr/local/cuda/lib64/stubs/libnvidia-ml.so /usr/local/cuda/lib64/libnvidia-ml.so
           mv /usr/include/cudnn* /usr/include/nccl* /usr/local/cuda/include/
@@ -100,7 +100,7 @@ runs:
           cp /usr/local/cuda/lib64/stubs/libcuda.so /usr/lib64/libcuda.so.1
           cp /usr/local/cuda/lib64/stubs/libnvidia-ml.so /usr/lib64/libnvidia-ml.so
           cp /usr/local/cuda/lib64/stubs/libnvidia-ml.so /usr/lib64/libnvidia-ml.so.1
-          sed -i s/cublas_v2.h/cublas_api.h/g /usr/local/cuda/include/cublasXt.h
+          sed -i s/cublas_v2.h/cublas_api.h/g /usr/local/cuda/include/cublasXt.h /usr/local/cuda/include/cusolverDn.h /usr/local/cuda/include/cusolverSp.h
           sed -i /block_merge_sort.cuh/d /usr/local/cuda/include/cub/cub.cuh
           sed -i /device_merge_sort.cuh/d /usr/local/cuda/include/cub/cub.cuh
           sed -i /device_segmented_sort.cuh/d /usr/local/cuda/include/cub/cub.cuh

diff --git a/.github/actions/deploy-ubuntu/action.yml b/.github/actions/deploy-ubuntu/action.yml
@@ -21,27 +21,27 @@ runs:
           export ARCH=arm64
           export ARCH2=sbsa
           export PREFIX=aarch64-linux-gnu
-          export CUDA=cuda-repo-rhel8-11-8-local-11.8.0_520.61.05-1.aarch64.rpm
-          export CUDNN=8.6.0.163-1.cuda11.8.aarch64
-          export NCCL=2.15.5-1+cuda11.8.aarch64
+          export CUDA=cuda-repo-rhel8-12-0-local-12.0.0_525.60.13-1.aarch64.rpm
+          export CUDNN=8.7.0.84-1.cuda11.8.aarch64
+          export NCCL=2.16.2-1+cuda12.0.aarch64
           export USERLAND_BUILDME="buildme --aarch64"
         elif [[ "$CI_DEPLOY_PLATFORM" == "linux-ppc64le" ]]; then
           export ARCH=ppc64el
           export ARCH2=ppc64le
           export PREFIX=powerpc64le-linux-gnu
-          export CUDA=cuda-repo-rhel8-11-8-local-11.8.0_520.61.05-1.ppc64le.rpm
-          export CUDNN=8.6.0.163-1.cuda11.8.ppc64le
-          export NCCL=2.15.5-1+cuda11.8.ppc64le
+          export CUDA=cuda-repo-rhel8-12-0-local-12.0.0_525.60.13-1.ppc64le.rpm
+          export CUDNN=8.7.0.84-1.cuda11.8.ppc64le
+          export NCCL=2.16.2-1+cuda12.0.ppc64le
         elif [[ "$CI_DEPLOY_PLATFORM" == "linux-x86" ]]; then
           export ARCH=i386
           export PREFIX=i686-linux-gnu
         elif [[ "$CI_DEPLOY_PLATFORM" == "linux-x86_64" ]]; then
           export ARCH=amd64
           export ARCH2=x86_64
           export PREFIX=x86_64-linux-gnu
-          export CUDA=cuda-repo-rhel7-11-8-local-11.8.0_520.61.05-1.x86_64.rpm
-          export CUDNN=8.6.0.163-1.cuda11.8.x86_64
-          export NCCL=2.15.5-1+cuda11.8.x86_64
+          export CUDA=cuda-repo-rhel8-12-0-local-12.0.0_525.60.13-1.x86_64.rpm
+          export CUDNN=8.7.0.84-1.cuda11.8.x86_64
+          export NCCL=2.16.2-1+cuda12.0.x86_64
         fi
         echo "ARCH=$ARCH" >> $GITHUB_ENV
         echo "ARCH2=$ARCH2" >> $GITHUB_ENV
@@ -101,14 +101,14 @@ runs:
 
         if [[ "$CI_DEPLOY_PLATFORM" == "linux-arm64" ]] || [[ "$CI_DEPLOY_PLATFORM" == "linux-ppc64le" ]] && [[ -n ${CI_DEPLOY_NEED_CUDA:-} ]]; then
           echo Installing CUDA, cuDNN, etc
-          curl -LO https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/$CUDA
+          curl -LO https://developer.download.nvidia.com/compute/cuda/12.0.0/local_installers/$CUDA
           curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel8/$ARCH2/libcudnn8-$CUDNN.rpm
           curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel8/$ARCH2/libcudnn8-devel-$CUDNN.rpm
           curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel8/$ARCH2/libnccl-$NCCL.rpm
           curl -LO https://developer.download.nvidia.com/compute/cuda/repos/rhel8/$ARCH2/libnccl-devel-$NCCL.rpm
 
           rpm -i --force --ignorearch --nodeps $CUDA libcudnn*.rpm libnccl*.rpm
-          pushd /var/cuda-repo-rhel8-11-8-local/; rpm -i --force --ignorearch --nodeps cuda*.rpm libc*.rpm libn*.rpm; rm *.rpm; popd
+          pushd /var/cuda-repo-rhel8-12-0-local/; rpm -i --force --ignorearch --nodeps cuda*.rpm libc*.rpm libn*.rpm; rm *.rpm; popd
           ln -sf /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/libcuda.so
           ln -sf /usr/local/cuda/lib64/stubs/libnvidia-ml.so /usr/local/cuda/lib64/libnvidia-ml.so
           mv /usr/include/cudnn* /usr/include/nccl* /usr/local/cuda/include/
@@ -133,7 +133,7 @@ runs:
           cp /usr/local/cuda/lib64/stubs/libcuda.so /usr/lib64/libcuda.so.1
           cp /usr/local/cuda/lib64/stubs/libnvidia-ml.so /usr/lib64/libnvidia-ml.so
           cp /usr/local/cuda/lib64/stubs/libnvidia-ml.so /usr/lib64/libnvidia-ml.so.1
-          sed -i s/cublas_v2.h/cublas_api.h/g /usr/local/cuda/include/cublasXt.h
+          sed -i s/cublas_v2.h/cublas_api.h/g /usr/local/cuda/include/cublasXt.h /usr/local/cuda/include/cusolverDn.h /usr/local/cuda/include/cusolverSp.h
           sed -i /block_merge_sort.cuh/d /usr/local/cuda/include/cub/cub.cuh
           sed -i /device_merge_sort.cuh/d /usr/local/cuda/include/cub/cub.cuh
           sed -i /device_segmented_sort.cuh/d /usr/local/cuda/include/cub/cub.cuh

diff --git a/.github/actions/deploy-windows/action.yml b/.github/actions/deploy-windows/action.yml
@@ -91,25 +91,25 @@ runs:
 
         if "%CI_DEPLOY_PLATFORM%"=="windows-x86_64" if not "%CI_DEPLOY_NEED_CUDA%"=="" (
           echo Installing CUDA, cuDNN, etc
-          curl -LO https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda_11.8.0_522.06_windows.exe
-          curl -LO https://developer.download.nvidia.com/compute/redist/cudnn/v8.6.0/local_installers/11.8/cudnn-windows-x86_64-8.6.0.163_cuda11-archive.zip
+          curl -LO https://developer.download.nvidia.com/compute/cuda/12.0.0/local_installers/cuda_12.0.0_527.41_windows.exe
+          curl -LO https://developer.download.nvidia.com/compute/redist/cudnn/v8.7.0/local_installers/11.8/cudnn-windows-x86_64-8.7.0.84_cuda11-archive.zip
           curl -LO http://www.winimage.com/zLibDll/zlib123dllx64.zip
-          cuda_11.8.0_522.06_windows.exe -s
-          unzip cudnn-windows-x86_64-8.6.0.163_cuda11-archive.zip
+          cuda_12.0.0_527.41_windows.exe -s
+          unzip cudnn-windows-x86_64-8.7.0.84_cuda11-archive.zip
           unzip zlib123dllx64.zip
-          move cudnn-windows-x86_64-8.6.0.163_cuda11-archive\bin\*.dll "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin"
-          move cudnn-windows-x86_64-8.6.0.163_cuda11-archive\include\*.h "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include"
-          move cudnn-windows-x86_64-8.6.0.163_cuda11-archive\lib\x64\*.lib "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.8\lib\x64"
-          move dll_x64\zlibwapi.dll "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin"
+          move cudnn-windows-x86_64-8.7.0.84_cuda11-archive\bin\*.dll "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v12.0\bin"
+          move cudnn-windows-x86_64-8.7.0.84_cuda11-archive\include\*.h "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v12.0\include"
+          move cudnn-windows-x86_64-8.7.0.84_cuda11-archive\lib\x64\*.lib "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v12.0\lib\x64"
+          move dll_x64\zlibwapi.dll "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v12.0\bin"
 
           rem echo Applying hotfix to Visual Studio 2019 for CUDA
           rem curl -LO https://raw.githubusercontent.com/microsoft/STL/main/stl/inc/cmath
           rem bash -c "find 'C:/Program Files (x86)/Microsoft Visual Studio/2019/Enterprise/VC/' -name cmath -exec cp -v cmath {} \;"
-          bash -c "sed -i 's/cublas_v2.h/cublas_api.h/g' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include/cublasXt.h'"
-          bash -c "sed -i '/block_merge_sort.cuh/d' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include/cub/cub.cuh'"
-          bash -c "sed -i '/device_merge_sort.cuh/d' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include/cub/cub.cuh'"
-          bash -c "sed -i '/device_segmented_sort.cuh/d' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include/cub/cub.cuh'"
-          bash -c "sed -i '/warp_merge_sort.cuh/d' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include/cub/cub.cuh'"
+          bash -c "sed -i 's/cublas_v2.h/cublas_api.h/g' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.0/include/cublasXt.h' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.0/include/cusolverDn.h' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.0/include/cusolverSp.h'"
+          bash -c "sed -i '/block_merge_sort.cuh/d' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.0/include/cub/cub.cuh'"
+          bash -c "sed -i '/device_merge_sort.cuh/d' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.0/include/cub/cub.cuh'"
+          bash -c "sed -i '/device_segmented_sort.cuh/d' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.0/include/cub/cub.cuh'"
+          bash -c "sed -i '/warp_merge_sort.cuh/d' 'C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.0/include/cub/cub.cuh'"
         )
 
         if "%CI_DEPLOY_MODULE%"=="nvcodec" (
@@ -206,10 +206,10 @@ runs:
           C:/msys64/usr/bin/bazel.exe version
         )
         if exist "%ProgramFiles%\NVIDIA GPU Computing Toolkit" (
-          set "CUDA_PATH=%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.8"
-          set "CUDA_PATH_V11_8=%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.8"
-          set "PATH=%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin;%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.8\libnvvp;%PATH%"
-          echo CUDA Version 11.8.0>"%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.8\version.txt"
+          set "CUDA_PATH=%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v12.0"
+          set "CUDA_PATH_V12_0=%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v12.0"
+          set "PATH=%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v12.0\bin;%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v12.0\libnvvp;%PATH%"
+          echo CUDA Version 12.0.0>"%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v12.0\version.txt"
         )
         set "CCACHE_DIR=%USERPROFILE%\ccache"
         set "PATH=C:\msys64\%MSYSTEM%\bin;C:\msys64\usr\bin;C:\ProgramData\chocolatey\lib\maven\apache-maven-3.6.3\bin;%PATH%"

diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -19,7 +19,7 @@
  * Map `c10::impl::GenericDict` as returned by `c10::IValue::toGenericDict()` in presets for PyTorch
  * Introduce `linux-armhf` and `linux-x86` builds to presets for TensorFlow Lite ([pull #1268](https://github.com/bytedeco/javacpp-presets/pull/1268))
  * Add presets for LibRaw 0.20.2 ([pull #1211](https://github.com/bytedeco/javacpp-presets/pull/1211))
- * Upgrade presets for OpenCV 4.7.0, FFmpeg 6.0 ([issue bytedeco/javacv#1693](https://github.com/bytedeco/javacv/issues/1693)), HDF5 1.14.0, Hyperscan 5.4.1 ([issue #1308](https://github.com/bytedeco/javacpp-presets/issues/1308)), Spinnaker 3.0.0.118 ([pull #1313](https://github.com/bytedeco/javacpp-presets/pull/1313)), librealsense2 2.53.1 ([pull #1305](https://github.com/bytedeco/javacpp-presets/pull/1305)), DNNL 2.7.3, OpenBLAS 0.3.23, ARPACK-NG 3.9.0, CPython 3.11.2, NumPy 1.24.2, SciPy 1.10.1, LLVM 16.0.0, Leptonica 1.83.0, Tesseract 5.3.1, PyTorch 1.13.1, TensorFlow Lite 2.12.0, DepthAI 2.19.1, ONNX Runtime 1.14.1, TVM 0.11.1, Bullet Physics SDK 3.25, and their dependencies
+ * Upgrade presets for OpenCV 4.7.0, FFmpeg 6.0 ([issue bytedeco/javacv#1693](https://github.com/bytedeco/javacv/issues/1693)), HDF5 1.14.0, Hyperscan 5.4.1 ([issue #1308](https://github.com/bytedeco/javacpp-presets/issues/1308)), Spinnaker 3.0.0.118 ([pull #1313](https://github.com/bytedeco/javacpp-presets/pull/1313)), librealsense2 2.53.1 ([pull #1305](https://github.com/bytedeco/javacpp-presets/pull/1305)), DNNL 2.7.3, OpenBLAS 0.3.23, ARPACK-NG 3.9.0, CPython 3.11.2, NumPy 1.24.2, SciPy 1.10.1, LLVM 16.0.0, Leptonica 1.83.0, Tesseract 5.3.1, CUDA 12.0.0, cuDNN 8.7.0, NCCL 2.16.2, PyTorch 1.13.1, TensorFlow Lite 2.12.0, DepthAI 2.19.1, ONNX Runtime 1.14.1, TVM 0.11.1, Bullet Physics SDK 3.25, and their dependencies
 
 ### November 2, 2022 version 1.5.8
  * Fix mapping of `torch::ExpandingArrayWithOptionalElem` in presets for PyTorch ([issue #1250](https://github.com/bytedeco/javacpp-presets/issues/1250))

diff --git a/README.md b/README.md
@@ -215,9 +215,9 @@ Each child module in turn relies by default on the included [`cppbuild.sh` scrip
  * Tesseract 5.3.x  https://github.com/tesseract-ocr/tesseract
  * Caffe 1.0  https://github.com/BVLC/caffe
  * OpenPose 1.7.0  https://github.com/CMU-Perceptual-Computing-Lab/openpose
- * CUDA 11.8.x  https://developer.nvidia.com/cuda-downloads
-   * cuDNN 8.6.x  https://developer.nvidia.com/cudnn
-   * NCCL 2.15.x  https://developer.nvidia.com/nccl
+ * CUDA 12.0.x  https://developer.nvidia.com/cuda-downloads
+   * cuDNN 8.7.x  https://developer.nvidia.com/cudnn
+   * NCCL 2.16.x  https://developer.nvidia.com/nccl
  * NVIDIA Video Codec SDK 11.1.x  https://developer.nvidia.com/nvidia-video-codec-sdk
  * OpenCL 3.0.x  https://github.com/KhronosGroup/OpenCL-ICD-Loader
  * MXNet 1.9.x  https://github.com/apache/incubator-mxnet

diff --git a/cuda/README.md b/cuda/README.md
@@ -23,9 +23,9 @@ Introduction
 ------------
 This directory contains the JavaCPP Presets module for:
 
- * CUDA 11.8.0  https://developer.nvidia.com/cuda-zone
- * cuDNN 8.6.0  https://developer.nvidia.com/cudnn
- * NCCL 2.15.5  https://developer.nvidia.com/nccl
+ * CUDA 12.0.0  https://developer.nvidia.com/cuda-zone
+ * cuDNN 8.7.0  https://developer.nvidia.com/cudnn
+ * NCCL 2.16.2  https://developer.nvidia.com/nccl
 
 Please refer to the parent README.md file for more detailed information about the JavaCPP Presets.
 
@@ -56,22 +56,22 @@ We can use [Maven 3](http://maven.apache.org/) to download and install automatic
     <modelVersion>4.0.0</modelVersion>
     <groupId>org.bytedeco.cuda</groupId>
     <artifactId>mnistcudnn</artifactId>
-    <version>1.5.8</version>
+    <version>1.5.9-SNAPSHOT</version>
     <properties>
         <exec.mainClass>MNISTCUDNN</exec.mainClass>
     </properties>
     <dependencies>
         <dependency>
             <groupId>org.bytedeco</groupId>
             <artifactId>cuda-platform</artifactId>
-            <version>11.8-8.6-1.5.8</version>
+            <version>12.0-8.7-1.5.9-SNAPSHOT</version>
         </dependency>
 
         <!-- Additional dependencies to use bundled CUDA, cuDNN, and NCCL -->
         <dependency>
             <groupId>org.bytedeco</groupId>
             <artifactId>cuda-platform-redist</artifactId>
-            <version>11.8-8.6-1.5.8</version>
+            <version>12.0-8.7-1.5.9-SNAPSHOT</version>
         </dependency>
 
     </dependencies>

diff --git a/cuda/platform/pom.xml b/cuda/platform/pom.xml
@@ -12,7 +12,7 @@
 
   <groupId>org.bytedeco</groupId>
   <artifactId>cuda-platform</artifactId>
-  <version>11.8-8.6-${project.parent.version}</version>
+  <version>12.0-8.7-${project.parent.version}</version>
   <name>JavaCPP Presets Platform for CUDA</name>
 
   <properties>

diff --git a/cuda/platform/redist/pom.xml b/cuda/platform/redist/pom.xml
@@ -12,7 +12,7 @@
 
   <groupId>org.bytedeco</groupId>
   <artifactId>cuda-platform-redist</artifactId>
-  <version>11.8-8.6-${project.parent.version}</version>
+  <version>12.0-8.7-${project.parent.version}</version>
   <name>JavaCPP Presets Platform Redist for CUDA</name>
 
   <properties>

diff --git a/cuda/pom.xml b/cuda/pom.xml
@@ -11,7 +11,7 @@
 
   <groupId>org.bytedeco</groupId>
   <artifactId>cuda</artifactId>
-  <version>11.8-8.6-${project.parent.version}</version>
+  <version>12.0-8.7-${project.parent.version}</version>
   <name>JavaCPP Presets for CUDA</name>
 
   <dependencies>

diff --git a/cuda/samples/pom.xml b/cuda/samples/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>org.bytedeco.cuda</groupId>
     <artifactId>mnistcudnn</artifactId>
-    <version>1.5.8</version>
+    <version>1.5.9-SNAPSHOT</version>
     <properties>
         <exec.mainClass>MNISTCUDNN</exec.mainClass>
         <maven.compiler.source>1.7</maven.compiler.source>
@@ -12,14 +12,14 @@
         <dependency>
             <groupId>org.bytedeco</groupId>
             <artifactId>cuda-platform</artifactId>
-            <version>11.8-8.6-1.5.8</version>
+            <version>12.0-8.7-1.5.9-SNAPSHOT</version>
         </dependency>
 
         <!-- Additional dependencies to use bundled CUDA, cuDNN, and NCCL -->
         <dependency>
             <groupId>org.bytedeco</groupId>
             <artifactId>cuda-platform-redist</artifactId>
-            <version>11.8-8.6-1.5.8</version>
+            <version>12.0-8.7-1.5.9-SNAPSHOT</version>
         </dependency>
 
     </dependencies>

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasContext.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasContext.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;
 

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLogCallback.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLogCallback.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;
 

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtContext.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtContext.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;
 

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtLoggerCallback_t.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtLoggerCallback_t.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;
 

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatmulAlgo_t.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatmulAlgo_t.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;
 

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatmulDescOpaque_t.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatmulDescOpaque_t.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;
 

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatmulHeuristicResult_t.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatmulHeuristicResult_t.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;
 

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatmulPreferenceOpaque_t.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatmulPreferenceOpaque_t.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;
 

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatrixLayoutOpaque_t.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatrixLayoutOpaque_t.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;
 

diff --git a/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatrixTransformDescOpaque_t.java b/cuda/src/gen/java/org/bytedeco/cuda/cublas/cublasLtMatrixTransformDescOpaque_t.java
@@ -1,4 +1,4 @@
-// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE
+// Targeted by JavaCPP version 1.5.9-SNAPSHOT: DO NOT EDIT THIS FILE
 
 package org.bytedeco.cuda.cublas;