diff --git a/README.md b/README.md
index 55a52c48bb8800e1d01aba3afe9fe5411c3c5557..2a05045d63b7b1aab12be097c6e2c9a24471512f 100644
--- a/README.md
+++ b/README.md
@@ -60,8 +60,8 @@ University of California, San Diego
## Version
-1.9.4
+1.9.5
## Last Updated
-Friday, September 24th, 2021
+Sunday, October 3rd, 2021
diff --git a/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2 b/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2
index ecb907a07b9ac8c1242af5ddecbe35a8065a2ba9..00efc81202d8d6528f6b137e9c5fdc931a26eec6 100644
--- a/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2
+++ b/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2
@@ -10,30 +10,55 @@ From: ghcr.io/mkandes/naked-singularity:ubuntu-18.04
AUTHOR_NAME Marty Kandes
AUTHOR_EMAIL mkandes@sdsc.edu
- LAST_UPDATED 20210903
+ LAST_UPDATED 20211001
%setup
%environment
# Set NVIDIA driver and CUDA versions
- export CUDA_DRIVER_VERSION='460'
+ export CUDA_DRIVER_MAJOR='460'
+ export CUDA_DRIVER_MINOR='32'
+ export CUDA_DRIVER_REVISION='03'
+ export CUDA_DRIVER_VERSION="${CUDA_DRIVER_MAJOR}.${CUDA_DRIVER_MINOR}.${CUDA_DRIVER_REVISION}"
+
export CUDA_MAJOR='10'
export CUDA_MINOR='2'
- export CUDA_VERSION="${CUDA_MAJOR}.${CUDA_MINOR}"
+ export CUDA_REVISION='89'
+ export CUDA_VERSION="${CUDA_MAJOR}.${CUDA_MINOR}.${CUDA_REVISION}"
+
export CUDNN_MAJOR='8'
export CUDNN_MINOR='1'
export CUDNN_REVISION='1.33'
export CUDNN_VERSION="${CUDNN_MAJOR}.${CUDNN_MINOR}.${CUDNN_REVISION}"
+
export NCCL_MAJOR='2'
export NCCL_MINOR='8'
export NCCL_REVISION='4'
export NCCL_VERSION="${NCCL_MAJOR}.${NCCL_MINOR}.${NCCL_REVISION}"
+ export TENSORRT_MAJOR='8'
+ export TENSORRT_MINOR='0'
+ export TENSORRT_REVISION='3'
+ export TENSORRT_VERSION="${TENSORRT_MAJOR}.${TENSORRT_MINOR}.${TENSORRT_REVISION}"
+
# Set paths to CUDA binaries and libraries
- export CUDA_HOME="/usr/local/cuda-${CUDA_VERSION}"
+ export CUDA_HOME="/usr/local/cuda-${CUDA_MAJOR}.${CUDA_MINOR}"
+
+ export CUDNN_INCLUDE='/usr/include'
+ export CUDNN_LIB='/usr/lib/x86_64-linux-gnu'
+
+ export NCCL_INCLUDE='/usr/include'
+ export NCCL_LIB='/usr/lib/x86_64-linux-gnu'
+
+ export TENSORRT_INCLUDE='/usr/include'
+ export TENSORRT_LIB='/usr/lib/x86_64-linux-gnu'
+
export PATH="${CUDA_HOME}/bin${PATH:+:${PATH}}"
export LD_LIBRARY_PATH="${CUDA_HOME}/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}"
+ export LD_LIBRARY_PATH="${CUDNN_LIB}:${LD_LIBRARY_PATH}"
+ export LD_LIBRARY_PATH="${NCCL_LIB}:${LD_LIBRARY_PATH}"
+ export LD_LIBRARY_PATH="${TENSORRT_LIB}:${LD_LIBRARY_PATH}"
%post -c /bin/bash
@@ -60,19 +85,31 @@ From: ghcr.io/mkandes/naked-singularity:ubuntu-18.04
export CUDA_GPG_PUBKEY='7fa2af80.pub'
# Set NVIDIA driver and CUDA versions
- export CUDA_DRIVER_VERSION='460'
+ export CUDA_DRIVER_MAJOR='460'
+ export CUDA_DRIVER_MINOR='32'
+ export CUDA_DRIVER_REVISION='03'
+ export CUDA_DRIVER_VERSION="${CUDA_DRIVER_MAJOR}.${CUDA_DRIVER_MINOR}.${CUDA_DRIVER_REVISION}"
+
export CUDA_MAJOR='10'
export CUDA_MINOR='2'
- export CUDA_VERSION="${CUDA_MAJOR}.${CUDA_MINOR}"
+ export CUDA_REVISION='89'
+ export CUDA_VERSION="${CUDA_MAJOR}.${CUDA_MINOR}.${CUDA_REVISION}"
+
export CUDNN_MAJOR='8'
export CUDNN_MINOR='1'
export CUDNN_REVISION='1.33'
export CUDNN_VERSION="${CUDNN_MAJOR}.${CUDNN_MINOR}.${CUDNN_REVISION}"
+
export NCCL_MAJOR='2'
export NCCL_MINOR='8'
export NCCL_REVISION='4'
export NCCL_VERSION="${NCCL_MAJOR}.${NCCL_MINOR}.${NCCL_REVISION}"
+ export TENSORRT_MAJOR='8'
+ export TENSORRT_MINOR='0'
+ export TENSORRT_REVISION='3'
+ export TENSORRT_VERSION="${TENSORRT_MAJOR}.${TENSORRT_MINOR}.${TENSORRT_REVISION}"
+
cd /tmp
# Install kernel headers and development packages
@@ -95,29 +132,41 @@ From: ghcr.io/mkandes/naked-singularity:ubuntu-18.04
# Install NVIDIA driver meta-package
# https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#package-manager-metas
- apt-get -y install "cuda-drivers-${CUDA_DRIVER_VERSION}"
+ apt-get -y install "cuda-drivers-${CUDA_DRIVER_MAJOR}=${CUDA_DRIVER_VERSION}-1"
# Install CUDA toolkit meta-package
- apt-get -y install "cuda-toolkit-$(echo ${CUDA_VERSION} | sed 's/\./-/g')"
+ apt-get -y install "cuda-toolkit-${CUDA_MAJOR}-${CUDA_MINOR}=${CUDA_VERSION}-1"
# Install the cuDNN library
- apt-get -y install "libcudnn${CUDNN_MAJOR}=${CUDNN_VERSION}-1+cuda${CUDA_VERSION}"
- apt-get -y install "libcudnn${CUDNN_MAJOR}-dev=${CUDNN_VERSION}-1+cuda${CUDA_VERSION}"
+ apt-get -y install "libcudnn${CUDNN_MAJOR}=${CUDNN_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "libcudnn${CUDNN_MAJOR}-dev=${CUDNN_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
# Install NCCL
- apt-get -y install "libnccl${NCCL_MAJOR}=${NCCL_VERSION}-1+cuda${CUDA_VERSION}"
- apt-get -y install "libnccl-dev=${NCCL_VERSION}-1+cuda${CUDA_VERSION}"
+ apt-get -y install "libnccl${NCCL_MAJOR}=${NCCL_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "libnccl-dev=${NCCL_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+
+ # Install TensorRT
+ apt-get -y install "libnvinfer${TENSORRT_MAJOR}=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "libnvinfer-dev=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "libnvinfer-plugin${TENSORRT_MAJOR}=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "libnvinfer-plugin-dev=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "libnvonnxparsers${TENSORRT_MAJOR}=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "libnvonnxparsers-dev=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "libnvparsers${TENSORRT_MAJOR}=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "libnvparsers-dev=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "python3-libnvinfer=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
+ apt-get -y install "python3-libnvinfer-dev=${TENSORRT_VERSION}-1+cuda${CUDA_MAJOR}.${CUDA_MINOR}"
# Install third-party libraries required for CUDA samples
# https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#install-libraries
apt-get -y install g++
apt-get -y install freeglut3-dev
- apt-get -y build-essential
- apt-get -y libx11-dev
- apt-get -y libxmu-dev
- apt-get -y libxi-dev
- apt-get -y libglu1-mesa
- apt-get -y libglu1-mesa-dev
+ apt-get -y install build-essential
+ apt-get -y install libx11-dev
+ apt-get -y install libxmu-dev
+ apt-get -y install libxi-dev
+ apt-get -y install libglu1-mesa
+ apt-get -y install libglu1-mesa-dev
# Cleanup
apt-get -y autoremove --purge
diff --git a/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0.1.1 b/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0.1.1
index 306c06b8d75108122411a6972b04338918cf6e8e..586f1740cfa91fa268cd527562697e4346afb743 100644
--- a/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0.1.1
+++ b/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0.1.1
@@ -10,7 +10,7 @@ From: ghcr.io/mkandes/naked-singularity:ubuntu-18.04-cuda-10.2
AUTHOR_NAME Marty Kandes
AUTHOR_EMAIL mkandes@sdsc.edu
- LAST_UPDATED 20210908
+ LAST_UPDATED 20211003
%setup
@@ -35,8 +35,8 @@ From: ghcr.io/mkandes/naked-singularity:ubuntu-18.04-cuda-10.2
# Set debian frontend interface
export DEBIAN_FRONTEND='noninteractive'
- # Upgrade all software packages to their latest versions
- apt-get -y update && apt-get -y upgrade
+ # DO NOT Upgrade all software packages to their latest versions
+ # apt-get -y update && apt-get -y upgrade
# Install all dependencies and/or prerequisites for Mellanox OFED
apt-get -y install bison
diff --git a/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0.1.1-openmpi-3.1.4 b/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0.1.1-openmpi-3.1.4
index d7a3cbe494e01fd4eb5ba785d2c21df82dec87cf..aacd0909e1662e5b3bf6364f32b214268038a6a2 100644
--- a/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0.1.1-openmpi-3.1.4
+++ b/definition-files/ubuntu/Singularity.ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0.1.1-openmpi-3.1.4
@@ -10,7 +10,7 @@ From: ghcr.io/mkandes/naked-singularity:ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0
AUTHOR_NAME Marty Kandes
AUTHOR_EMAIL mkandes@sdsc.edu
- LAST_UPDATED 20210909
+ LAST_UPDATED 20211003
%setup
@@ -43,18 +43,52 @@ From: ghcr.io/mkandes/naked-singularity:ubuntu-18.04-cuda-10.2-mlnx-ofed-4.6-1.0
# Set debian frontend interface
export DEBIAN_FRONTEND='noninteractive'
- # Set NVIDIA CUDA version
+ # Set NVIDIA driver and CUDA versions
+ export CUDA_DRIVER_MAJOR='460'
+ export CUDA_DRIVER_MINOR='32'
+ export CUDA_DRIVER_REVISION='03'
+ export CUDA_DRIVER_VERSION="${CUDA_DRIVER_MAJOR}.${CUDA_DRIVER_MINOR}.${CUDA_DRIVER_REVISION}"
+
export CUDA_MAJOR='10'
export CUDA_MINOR='2'
- export CUDA_VERSION="${CUDA_MAJOR}.${CUDA_MINOR}"
+ export CUDA_REVISION='89'
+ export CUDA_VERSION="${CUDA_MAJOR}.${CUDA_MINOR}.${CUDA_REVISION}"
+
+ export CUDNN_MAJOR='8'
+ export CUDNN_MINOR='1'
+ export CUDNN_REVISION='1.33'
+ export CUDNN_VERSION="${CUDNN_MAJOR}.${CUDNN_MINOR}.${CUDNN_REVISION}"
+
+ export NCCL_MAJOR='2'
+ export NCCL_MINOR='8'
+ export NCCL_REVISION='4'
+ export NCCL_VERSION="${NCCL_MAJOR}.${NCCL_MINOR}.${NCCL_REVISION}"
+
+ export TENSORRT_MAJOR='8'
+ export TENSORRT_MINOR='0'
+ export TENSORRT_REVISION='3'
+ export TENSORRT_VERSION="${TENSORRT_MAJOR}.${TENSORRT_MINOR}.${TENSORRT_REVISION}"
# Set paths to CUDA binaries and libraries
- export CUDA_HOME="/usr/local/cuda-${CUDA_VERSION}"
+ export CUDA_HOME="/usr/local/cuda-${CUDA_MAJOR}.${CUDA_MINOR}"
+
+ export CUDNN_INCLUDE='/usr/include'
+ export CUDNN_LIB='/usr/lib/x86_64-linux-gnu'
+
+ export NCCL_INCLUDE='/usr/include'
+ export NCCL_LIB='/usr/lib/x86_64-linux-gnu'
+
+ export TENSORRT_INCLUDE='/usr/include'
+ export TENSORRT_LIB='/usr/lib/x86_64-linux-gnu'
+
export PATH="${CUDA_HOME}/bin${PATH:+:${PATH}}"
export LD_LIBRARY_PATH="${CUDA_HOME}/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}"
+ export LD_LIBRARY_PATH="${CUDNN_LIB}:${LD_LIBRARY_PATH}"
+ export LD_LIBRARY_PATH="${NCCL_LIB}:${LD_LIBRARY_PATH}"
+ export LD_LIBRARY_PATH="${TENSORRT_LIB}:${LD_LIBRARY_PATH}"
- # Upgrade all software packages to their latest versions
- apt-get -y update && apt-get -y upgrade
+ # DO NOT Upgrade all software packages to their latest versions
+ # apt-get -y update && apt-get -y upgrade
# Install OpenMPI dependencies
apt-get -y install zlib1g-dev