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# Dockerfile to build a manylinux 2010 compliant cross-compiler.
#
# Builds a devtoolset gcc/libstdc++ that targets manylinux 2010 compatible
# glibc (2.12) and system libstdc++ (4.4).
#
# To push a new version, run:
# $ docker build -f Dockerfile.rbe.cuda11.4-cudnn8.2-ubuntu20.04-manylinux2014-multipython \
# --tag "gcr.io/tensorflow-testing/nosla-cuda11.4-cudnn8.2-ubuntu20.04-manylinux2014-multipython" .
# $ docker push gcr.io/tensorflow-testing/nosla-cuda11.4-cudnn8.2-ubuntu20.04-manylinux2014-multipython
FROM nvidia/cuda:11.4.1-cudnn8-devel-ubuntu20.04 as devtoolset
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y \
cpio \
file \
flex \
g++ \
make \
patch \
rpm2cpio \
unar \
wget \
xz-utils \
&& \
rm -rf /var/lib/apt/lists/*
ADD devtoolset/fixlinks.sh fixlinks.sh
ADD devtoolset/build_devtoolset.sh build_devtoolset.sh
ADD devtoolset/rpm-patch.sh rpm-patch.sh
# Set up a sysroot for glibc 2.12 / libstdc++ 4.4 / devtoolset-7 in /dt7.
RUN /build_devtoolset.sh devtoolset-7 /dt7
# Set up a sysroot for glibc 2.17 / libstdc++ 4.8 / devtoolset-9 in /dt9.
RUN /build_devtoolset.sh devtoolset-9 /dt9
# TODO(klimek): Split up into two different docker images.
FROM nvidia/cuda:11.4.1-cudnn8-devel-ubuntu20.04
COPY --from=devtoolset /dt7 /dt7
COPY --from=devtoolset /dt9 /dt9
# Install TensorRT.
RUN apt-get update && \
apt-get install -y \
libnvinfer-dev=8.0.1-1+cuda11.3 \
libnvinfer8=8.0.1-1+cuda11.3 \
libnvinfer-plugin-dev=8.0.1-1+cuda11.3 \
libnvinfer-plugin8=8.0.1-1+cuda11.3 && \
rm -rf /var/lib/apt/lists/*
# Copy and run the install scripts.
ARG DEBIAN_FRONTEND=noninteractive
COPY install/install_bootstrap_deb_packages.sh /install/
RUN /install/install_bootstrap_deb_packages.sh
COPY install/install_deb_packages.sh /install/
RUN /install/install_deb_packages.sh
# Install additional packages needed for this image:
# - dependencies to build Python from source
# - patchelf, as it is required by auditwheel
RUN apt-get update && apt-get install -y \
libbz2-dev \
libffi-dev \
libgdbm-dev \
libncurses5-dev \
libnss3-dev \
libreadline-dev \
libsqlite3-dev \
patchelf \
&& \
rm -rf /var/lib/apt/lists/*
COPY install/install_bazel.sh /install/
RUN /install/install_bazel.sh
COPY install/build_and_install_python.sh /install/
RUN /install/build_and_install_python.sh "3.7.7"
RUN /install/build_and_install_python.sh "3.8.2"
RUN /install/build_and_install_python.sh "3.9.4"
RUN /install/build_and_install_python.sh "3.10.0"
RUN /install/build_and_install_python.sh "3.11.0"
COPY install/install_pip_packages_by_version.sh /install/
RUN /install/install_pip_packages_by_version.sh "/usr/local/bin/pip3.7" "jax"
RUN /install/install_pip_packages_by_version.sh "/usr/local/bin/pip3.8" "jax"
RUN /install/install_pip_packages_by_version.sh "/usr/local/bin/pip3.9" "jax"
RUN /install/install_pip_packages_by_version.sh "/usr/local/bin/pip3.10" "jax"
RUN /install/install_pip_packages_by_version.sh "/usr/local/bin/pip3.11" "jax"
ENV CLANG_VERSION="rf2b94bd7eaa83d853dc7568fac87b1f8bf4ddec6"
COPY install/install_latest_clang.sh /install/
RUN /install/install_latest_clang.sh