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3.12.5.Dockerfile
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ARG CUDNN_VERSION=8.9.7.29
ARG CUDNN_VERSION_AMD64=${CUDNN_VERSION}
ARG CUDNN_VERSION_ARM64=${CUDNN_VERSION}
ARG CUDNN_CUDA_VERSION_MAJ_MIN=12.2
ARG CUDNN_CUDA_VERSION_MAJ_MIN_AMD64=${CUDNN_CUDA_VERSION_MAJ_MIN}
ARG CUDNN_CUDA_VERSION_MAJ_MIN_ARM64=${CUDNN_CUDA_VERSION_MAJ_MIN}
ARG LIBNVINFER_VERSION
ARG LIBNVINFER_VERSION_AMD64=10.4.0.26
ARG LIBNVINFER_VERSION_ARM64=10.3.0.26
ARG LIBNVINFER_CUDA_VERSION_MAJ_MIN
ARG LIBNVINFER_CUDA_VERSION_MAJ_MIN_AMD64=12.6
ARG LIBNVINFER_CUDA_VERSION_MAJ_MIN_ARM64=12.5
## CUDA_IMAGE
## ├── nvidia/cuda:12.6.1-runtime-ubuntu22.04
## └── nvidia/cuda:12.6.1-devel-ubuntu22.04
ARG BUILD_ON_IMAGE
ARG CUDNN_VERSION_MAJ=${CUDNN_VERSION%%.*}
ARG CUDNN_VERSION_MAJ=${CUDNN_VERSION_MAJ:-${CUDNN_VERSION_AMD64%%.*}}
ARG CUDNN_VERSION_MAJ=${CUDNN_VERSION_MAJ:-${CUDNN_VERSION_ARM64%%.*}}
ARG CUDA_IMAGE_FLAVOR
FROM ${BUILD_ON_IMAGE} AS cudnn8-runtime-amd64
ARG CUDNN_VERSION_AMD64
ARG CUDNN_CUDA_VERSION_MAJ_MIN_AMD64
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_AMD64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN_AMD64}"
FROM ${BUILD_ON_IMAGE} AS cudnn8-runtime-arm64
ARG CUDNN_VERSION_ARM64
ARG CUDNN_CUDA_VERSION_MAJ_MIN_ARM64
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_ARM64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN_ARM64}"
FROM ${BUILD_ON_IMAGE} AS cudnn8-devel-amd64
ARG CUDNN_VERSION_AMD64
ARG CUDNN_CUDA_VERSION_MAJ_MIN_AMD64
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_AMD64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_DEV_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}
ENV NV_CUDNN_DEV_PACKAGE_NAME=libcudnn${NV_CUDNN_DEV_PACKAGE_VERSION%%.*}-dev
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN_AMD64}"
ENV NV_CUDNN_DEV_PACKAGE="${NV_CUDNN_DEV_PACKAGE_NAME}=${NV_CUDNN_DEV_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN_AMD64}"
FROM ${BUILD_ON_IMAGE} AS cudnn8-devel-arm64
ARG CUDNN_VERSION_ARM64
ARG CUDNN_CUDA_VERSION_MAJ_MIN_ARM64
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_ARM64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_DEV_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}
ENV NV_CUDNN_DEV_PACKAGE_NAME=libcudnn${NV_CUDNN_DEV_PACKAGE_VERSION%%.*}-dev
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN_ARM64}"
ENV NV_CUDNN_DEV_PACKAGE="${NV_CUDNN_DEV_PACKAGE_NAME}=${NV_CUDNN_DEV_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN_ARM64}"
FROM ${BUILD_ON_IMAGE} AS cudnn9-runtime-amd64
ARG CUDNN_VERSION_AMD64
ARG CUDNN_CUDA_VERSION_MAJ_MIN_AMD64
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_AMD64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN_AMD64%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1"
FROM ${BUILD_ON_IMAGE} AS cudnn9-runtime-arm64
ARG CUDNN_VERSION_ARM64
ARG CUDNN_CUDA_VERSION_MAJ_MIN_ARM64
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_ARM64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN_ARM64%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1"
FROM ${BUILD_ON_IMAGE} AS cudnn9-devel-amd64
ARG CUDNN_VERSION_AMD64
ARG CUDNN_CUDA_VERSION_MAJ_MIN_AMD64
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_AMD64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_DEV_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN_AMD64%%.*}
ENV NV_CUDNN_DEV_PACKAGE_NAME=libcudnn${NV_CUDNN_DEV_PACKAGE_VERSION%%.*}-dev-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN_AMD64%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1"
ENV NV_CUDNN_DEV_PACKAGE="${NV_CUDNN_DEV_PACKAGE_NAME}=${NV_CUDNN_DEV_PACKAGE_VERSION}-1"
FROM ${BUILD_ON_IMAGE} AS cudnn9-devel-arm64
ARG CUDNN_VERSION_ARM64
ARG CUDNN_CUDA_VERSION_MAJ_MIN_ARM64
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_ARM64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_DEV_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN_ARM64%%.*}
ENV NV_CUDNN_DEV_PACKAGE_NAME=libcudnn${NV_CUDNN_DEV_PACKAGE_VERSION%%.*}-dev-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN_ARM64%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1"
ENV NV_CUDNN_DEV_PACKAGE="${NV_CUDNN_DEV_PACKAGE_NAME}=${NV_CUDNN_DEV_PACKAGE_VERSION}-1"
FROM cudnn${CUDNN_VERSION_MAJ}-${CUDA_IMAGE_FLAVOR}-${TARGETARCH}
ARG DEBIAN_FRONTEND=noninteractive
ARG LIBNVINFER_VERSION_AMD64
ARG LIBNVINFER_VERSION_ARM64
ARG LIBNVINFER_CUDA_VERSION_MAJ_MIN_AMD64
ARG LIBNVINFER_CUDA_VERSION_MAJ_MIN_ARM64
ARG CUDA_HOME=/usr/local/cuda
ARG NVBLAS_CONFIG_FILE=/etc/nvblas.conf
ARG CUDA_IMAGE_FLAVOR
ARG CUPTI_AVAILABLE
ARG BUILD_START
ENV CUDA_HOME=${CUDA_HOME} \
NVBLAS_CONFIG_FILE=${NVBLAS_CONFIG_FILE} \
LD_LIBRARY_PATH=${LD_LIBRARY_PATH}${LD_LIBRARY_PATH:+:}${CUDA_HOME}/lib:${CUDA_HOME}/lib64${CUPTI_AVAILABLE:+:${CUDA_HOME}/extras/CUPTI/lib64} \
BUILD_DATE=${BUILD_START}
RUN cpuBlasLib="$(update-alternatives --query \
libblas.so.3-$(uname -m)-linux-gnu | grep Value | cut -f2 -d' ')" \
&& dpkgArch="$(dpkg --print-architecture)" \
&& CUDA_VERSION_MAJ_MIN_DASH=$(echo ${CUDA_VERSION%.*} | tr '.' '-') \
## Install the CUDA Runtime native dev links, headers
&& apt-get update \
&& apt-get -y install --no-install-recommends \
cuda-cudart-dev-${CUDA_VERSION_MAJ_MIN_DASH}=${NV_CUDA_CUDART_VERSION} \
## Keep apt from auto upgrading the CUDA Runtime packages
&& apt-mark hold \
cuda-cudart-${CUDA_VERSION_MAJ_MIN_DASH} \
cuda-cudart-dev-${CUDA_VERSION_MAJ_MIN_DASH} \
## Unminimise if the system has been minimised
&& if [ ${CUDA_IMAGE_FLAVOR} = "devel" -a $(command -v unminimize) ]; then \
sed -i "s/apt-get upgrade/#apt-get upgrade/g" "$(which unminimize)"; \
yes | unminimize; \
sed -i "s/#apt-get upgrade/apt-get upgrade/g" "$(which unminimize)"; \
fi \
## NVBLAS log configuration
&& touch /var/log/nvblas.log \
&& chown :users /var/log/nvblas.log \
&& chmod g+rw /var/log/nvblas.log \
## NVBLAS configuration using all compute-capable GPUs
&& echo "NVBLAS_LOGFILE /var/log/nvblas.log" > $NVBLAS_CONFIG_FILE \
&& echo "NVBLAS_CPU_BLAS_LIB $cpuBlasLib" >> $NVBLAS_CONFIG_FILE \
&& echo "NVBLAS_GPU_LIST ALL" >> $NVBLAS_CONFIG_FILE \
## Install cuDNN
&& apt-get -y install --no-install-recommends \
${NV_CUDNN_PACKAGE} \
${NV_CUDNN_DEV_PACKAGE} \
## Keep apt from auto upgrading the cuDNN packages
&& apt-mark hold \
${NV_CUDNN_PACKAGE_NAME} \
${NV_CUDNN_DEV_PACKAGE_NAME} \
## Install TensorRT
&& case "$dpkgArch" in \
amd64) LIBNVINFER_VERSION=$LIBNVINFER_VERSION_AMD64 LIBNVINFER_CUDA_VERSION_MAJ_MIN=$LIBNVINFER_CUDA_VERSION_MAJ_MIN_AMD64 ;; \
arm64) LIBNVINFER_VERSION=$LIBNVINFER_VERSION_ARM64 LIBNVINFER_CUDA_VERSION_MAJ_MIN=$LIBNVINFER_CUDA_VERSION_MAJ_MIN_ARM64 ;; \
*) echo "error: Architecture $dpkgArch unsupported"; exit 1 ;; \
esac \
## Install development libraries and headers
## if devel-flavor of CUDA image is used
&& if [ ${CUDA_IMAGE_FLAVOR} = "devel" ]; then \
dev="-dev"; \
if dpkg --compare-versions ${LIBNVINFER_VERSION} gt "8.6"; then \
headers="-headers"; \
fi; \
fi \
&& LIBNVINFER_VERSION_MAJ=${LIBNVINFER_VERSION%%.*} \
&& CUDA_VERSION_MAJ_MIN=${LIBNVINFER_CUDA_VERSION_MAJ_MIN:-${CUDA_VERSION%.*}} \
&& apt-get -y install --no-install-recommends \
libnvinfer${LIBNVINFER_VERSION_MAJ}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer${dev:-${LIBNVINFER_VERSION_MAJ}}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer${headers}${dev:-${LIBNVINFER_VERSION_MAJ}}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer-plugin${LIBNVINFER_VERSION_MAJ}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer-plugin${dev:-${LIBNVINFER_VERSION_MAJ}}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer${headers}-plugin${dev:-${LIBNVINFER_VERSION_MAJ}}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
## Keep apt from auto upgrading the libnvinfer packages
&& apt-mark hold \
libnvinfer${LIBNVINFER_VERSION_MAJ} \
libnvinfer${dev:-${LIBNVINFER_VERSION_MAJ}} \
libnvinfer${headers}${dev:-${LIBNVINFER_VERSION_MAJ}} \
libnvinfer-plugin${LIBNVINFER_VERSION_MAJ} \
libnvinfer-plugin${dev:-${LIBNVINFER_VERSION_MAJ}} \
libnvinfer${headers}-plugin${dev:-${LIBNVINFER_VERSION_MAJ}} \
## Create symlink when only newer TensorRT libraries are available
&& trtRunLib=$(ls -d /usr/lib/$(uname -m)-linux-gnu/* | \
grep 'libnvinfer.so.[0-9]\+$') \
&& trtPluLib=$(ls -d /usr/lib/$(uname -m)-linux-gnu/* | \
grep 'libnvinfer_plugin.so.[0-9]\+$') \
&& if [ "$(echo $trtRunLib | sed -n 's/.*.so.\([0-9]\+\)/\1/p')" -gt "8" ]; then \
## TensorFlow versions < 2.18 expect TensorRT libraries version 8.6.1/8.6.2
if [ "$dpkgArch" = "amd64" ]; then \
ln -rs $trtRunLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer.so.8.6.1; \
ln -rs $trtPluLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer_plugin.so.8.6.1; \
fi; \
if [ "$dpkgArch" = "arm64" ]; then \
ln -rs $trtRunLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer.so.8.6.2; \
ln -rs $trtPluLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer_plugin.so.8.6.2; \
fi; \
## TensorFlow versions < 2.15 expect TensorRT libraries version 8
ln -rs $trtRunLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer.so.8; \
ln -rs $trtPluLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer_plugin.so.8; \
fi \
&& if [ "$(echo $trtRunLib | sed -n 's/.*.so.\([0-9]\+\)/\1/p')" -gt "7" ]; then \
## TensorFlow versions < 2.12 expect TensorRT libraries version 7
ln -rs $trtRunLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer.so.7; \
ln -rs $trtPluLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer_plugin.so.7; \
fi \
## Clean up
&& rm -rf /var/lib/apt/lists/*