Pull out abstractions for devtoolset creation, allowing to put both devtoolset
7 and 8 cross-compilers into the same image. Update the image creation to include python 3.6, which is our main target for testing going forward. Add clang-8 to the image in order to have an option for cuda-clang based builds based on a single platform. PiperOrigin-RevId: 252011038
This commit is contained in:
A. Unique TensorFlower
TensorFlower Gardener
parent
c8bcbeff7c
commit
3cc8cb8436
@ -1,156 +0,0 @@
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# Dockerfile to build a manylinux 2010 compliant cross-compiler.
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#
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# Builds a devtoolset-7 gcc/libstdc++ that targets manylinux 2010 compatible
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# glibc (2.12) and system libstdc++ (4.4).
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FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu16.04 as devtoolset
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ENV DEBIAN_FRONTEND=noninteractive
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RUN apt-get update && apt-get install -y \
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cpio \
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file \
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flex \
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g++ \
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make \
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rpm2cpio \
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unar \
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wget \
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&& \
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rm -rf /var/lib/apt/lists/*
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# Set up a sysroot for glibc 2.12 / libstdc++ 4.4 / devtoolset-7 in /dt7.
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WORKDIR /dt7
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# Download binary glibc 2.12 release.
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RUN wget http://old-releases.ubuntu.com/ubuntu/pool/main/e/eglibc/libc6_2.12.1-0ubuntu6_amd64.deb && \
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unar libc6_2.12.1-0ubuntu6_amd64.deb && \
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tar xvzf libc6_2.12.1-0ubuntu6_amd64/data.tar.gz && \
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rm -rf libc6_2.12.1-0ubuntu6_amd64.deb libc6_2.12.1-0ubuntu6_amd64
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RUN wget http://old-releases.ubuntu.com/ubuntu/pool/main/e/eglibc/libc6-dev_2.12.1-0ubuntu6_amd64.deb && \
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unar libc6-dev_2.12.1-0ubuntu6_amd64.deb && \
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tar xvzf libc6-dev_2.12.1-0ubuntu6_amd64/data.tar.gz && \
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rm -rf libc6-dev_2.12.1-0ubuntu6_amd64.deb libc6-dev_2.12.1-0ubuntu6_amd64
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# Put the current kernel headers from ubuntu in place.
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RUN ln -s /usr/include/linux /dt7/usr/include/linux
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RUN ln -s /usr/include/asm-generic /dt7/usr/include/asm-generic
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RUN ln -s /usr/include/x86_64-linux-gnu/asm /dt7/usr/include/asm
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# Symlinks in the binary distribution are set up for installation in /usr, we
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# need to fix up all the links to stay within /dt7.
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ADD devtoolset/fixlinks.sh fixlinks.sh
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RUN ./fixlinks.sh /dt7
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# Patch to allow non-glibc 2.12 compatible builds to work.
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RUN sed -i '54i#define TCP_USER_TIMEOUT 18' /dt7/usr/include/netinet/tcp.h
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# Download binary libstdc++ 4.4 release.
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WORKDIR /libstdc++-4.4
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RUN wget http://old-releases.ubuntu.com/ubuntu/pool/main/g/gcc-4.4/libstdc++6_4.4.3-4ubuntu5_amd64.deb && \
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unar libstdc++6_4.4.3-4ubuntu5_amd64.deb && \
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tar xvzf libstdc++6_4.4.3-4ubuntu5_amd64/data.tar.gz && \
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rm -rf libstdc++6_4.4.3-4ubuntu5_amd64.deb libstdc++6_4.4.3-4ubuntu5_amd64
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# We only need the shared library, as we're going to develop against the
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# libstdc++ provided by devtoolset-7.
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RUN cp ./usr/lib/libstdc++.so.6.0.13 /dt7/usr/lib
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# Build a devtoolset-7 cross-compiler based on our glibc 2.12 sysroot setup.
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WORKDIR /dts/src
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RUN wget http://vault.centos.org/centos/6/sclo/Source/rh/devtoolset-7/devtoolset-7-gcc-7.3.1-5.15.el6.src.rpm
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RUN rpm2cpio devtoolset-7-gcc-7.3.1-5.15.el6.src.rpm |cpio -idmv
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RUN tar xvjf gcc-7.3.1-20180303.tar.bz2 --strip 1
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# Apply the devtoolset patches to gcc.
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ADD devtoolset/rpm-patch.sh rpm-patch.sh
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RUN ./rpm-patch.sh gcc.spec
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RUN ./contrib/download_prerequisites
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WORKDIR /dts/build
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RUN /dts/src/configure \
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--prefix=/dt7/usr \
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--with-sysroot=/dt7 \
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--disable-bootstrap \
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--disable-libmpx \
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--disable-libsanitizer \
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--disable-libunwind-exceptions \
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--disable-libunwind-exceptions \
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--disable-lto \
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--disable-multilib \
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--enable-__cxa_atexit \
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--enable-gnu-indirect-function \
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--enable-gnu-unique-object \
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--enable-initfini-array \
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--enable-languages="c,c++" \
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--enable-linker-build-id \
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--enable-plugin \
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--enable-shared \
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--enable-threads=posix \
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--with-default-libstdcxx-abi=gcc4-compatible \
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--with-gcc-major-version-only \
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--with-linker-hash-style=gnu \
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--with-tune=generic \
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&& \
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make -j 42 && \
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make install
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# Create the devtoolset libstdc++ linkerscript that links dynamically against
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# the system libstdc++ 4.4 and provides all other symbols statically.
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RUN mv /dt7/usr/lib/libstdc++.so.6.0.24 /dt7/usr/lib/libstdc++.so.6.0.24.backup
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RUN echo "OUTPUT_FORMAT(elf64-x86-64)\nINPUT ( libstdc++.so.6.0.13 -lstdc++_nonshared44 )" \
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> /dt7/usr/lib/libstdc++.so.6.0.24
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RUN cp ./x86_64-pc-linux-gnu/libstdc++-v3/src/.libs/libstdc++_nonshared44.a \
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/dt7/usr/lib
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# Link in architecture specific includes from the system; note that we cannot
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# link in the whole x86_64-linux-gnu folder, as otherwise we're overlaying
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# system gcc paths that we do not want to find.
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# TODO(klimek): Automate linking in all non-gcc / non-kernel include
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# directories.
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RUN mkdir -p /dt7/usr/include/x86_64-linux-gnu
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RUN ln -s /usr/include/x86_64-linux-gnu/python3.5m /dt7/usr/include/x86_64-linux-gnu/python3.5m
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# TODO(klimek): Split up into two different docker images.
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FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu16.04
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COPY --from=devtoolset /dt7 /dt7
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# Copy and run the install scripts.
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COPY install/*.sh /install/
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ARG DEBIAN_FRONTEND=noninteractive
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RUN /install/install_bootstrap_deb_packages.sh
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RUN add-apt-repository -y ppa:openjdk-r/ppa && \
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add-apt-repository -y ppa:george-edison55/cmake-3.x
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RUN /install/install_deb_packages.sh
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RUN /install/install_pip_packages.sh
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RUN /install/install_golang.sh
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RUN /install/install_bazel.sh
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# Install TensorRT.
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RUN apt-get update && apt-get install -y \
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libnvinfer-dev=5.1.5-1+cuda10.0 \
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libnvinfer5=5.1.5-1+cuda10.0 \
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&& \
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rm -rf /var/lib/apt/lists/*
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# Build the pip package.
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WORKDIR /tf
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RUN git clone https://github.com/tensorflow/tensorflow .
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ENV TF_NEED_GCP=1 \
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TF_NEED_HDFS=1 \
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TF_NEED_CUDA=1 \
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GCC_HOST_COMPILER_PATH=/dt7/usr/bin/gcc \
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PATH=/dt7/usr/bin:$PATH \
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PYTHON_BIN_PATH=/usr/bin/python3.5 \
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TF_NEED_TENSORRT=1
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ADD devtoolset/platlib.patch platlib.patch
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RUN patch -p1 < platlib.patch
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RUN yes "" | ./configure
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RUN bazel build --config=opt tensorflow/tools/pip_package:build_pip_package --nodistinct_host_configuration
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RUN ./bazel-bin/tensorflow/tools/pip_package/build_pip_package /tf-wheel
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@ -0,0 +1,68 @@
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# Dockerfile to build a manylinux 2010 compliant cross-compiler.
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#
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# Builds a devtoolset gcc/libstdc++ that targets manylinux 2010 compatible
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# glibc (2.12) and system libstdc++ (4.4).
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#
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# To push a new version, run:
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# $ docker build -f Dockerfile.rbe.cuda10.0-cudnn7-ubuntu16.04-manylinux2010 \
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# --tag "gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010" .
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# $ docker push gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010
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FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu16.04 as devtoolset
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ENV DEBIAN_FRONTEND=noninteractive
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RUN apt-get update && apt-get install -y \
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cpio \
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file \
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flex \
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g++ \
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make \
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rpm2cpio \
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unar \
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wget \
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&& \
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rm -rf /var/lib/apt/lists/*
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ADD devtoolset/fixlinks.sh fixlinks.sh
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ADD devtoolset/build_devtoolset.sh build_devtoolset.sh
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ADD devtoolset/rpm-patch.sh rpm-patch.sh
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# Set up a sysroot for glibc 2.12 / libstdc++ 4.4 / devtoolset-7 in /dt7.
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RUN /build_devtoolset.sh devtoolset-7 /dt7
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# Set up a sysroot for glibc 2.12 / libstdc++ 4.4 / devtoolset-8 in /dt8.
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RUN /build_devtoolset.sh devtoolset-8 /dt8
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# TODO(klimek): Split up into two different docker images.
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FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu16.04
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COPY --from=devtoolset /dt7 /dt7
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COPY --from=devtoolset /dt8 /dt8
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# Install TensorRT.
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RUN apt-get update && apt-get install -y \
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libnvinfer-dev=5.1.5-1+cuda10.0 \
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libnvinfer5=5.1.5-1+cuda10.0 \
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&& \
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rm -rf /var/lib/apt/lists/*
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# Copy and run the install scripts.
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COPY install/*.sh /install/
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ARG DEBIAN_FRONTEND=noninteractive
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RUN /install/install_bootstrap_deb_packages.sh
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RUN /install/install_deb_packages.sh
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RUN /install/install_clang.sh
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RUN /install/install_bazel.sh
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# Install python 3.6.
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RUN add-apt-repository ppa:jonathonf/python-3.6 && \
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apt-get update && apt-get install -y \
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python3.6 python3.6-dev python3-pip python3.6-venv && \
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rm -rf /var/lib/apt/lists/* && \
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python3.6 -m pip install pip --upgrade && \
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update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.6 0
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RUN /install/install_pip_packages.sh
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# TODO(klimek): Figure out a better way to get the right include paths
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# forwarded when we install new packages.
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RUN ln -s "/usr/include/x86_64-linux-gnu/python3.6m" "/dt7/usr/include/x86_64-linux-gnu/python3.6m"
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RUN ln -s "/usr/include/x86_64-linux-gnu/python3.6m" "/dt8/usr/include/x86_64-linux-gnu/python3.6m"
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135
tensorflow/tools/ci_build/devtoolset/build_devtoolset.sh
Executable file
135
tensorflow/tools/ci_build/devtoolset/build_devtoolset.sh
Executable file
@ -0,0 +1,135 @@
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#!/bin/bash -eu
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# Copyright 2016 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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#
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# Builds a devtoolset cross-compiler targeting manylinux 2010 (glibc 2.12 /
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# libstdc++ 4.4).
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VERSION="$1"
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TARGET="$2"
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case "${VERSION}" in
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devtoolset-7)
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LIBSTDCXX_VERSION="6.0.24"
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;;
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devtoolset-8)
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LIBSTDCXX_VERSION="6.0.25"
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;;
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*)
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echo "Usage: $0 {devtoolset-7|devtoolset-8} <target-directory>"
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exit 1
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;;
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esac
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mkdir -p "${TARGET}"
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# Download binary glibc 2.12 release.
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wget "http://old-releases.ubuntu.com/ubuntu/pool/main/e/eglibc/libc6_2.12.1-0ubuntu6_amd64.deb" && \
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unar "libc6_2.12.1-0ubuntu6_amd64.deb" && \
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tar -C "${TARGET}" -xvzf "libc6_2.12.1-0ubuntu6_amd64/data.tar.gz" && \
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rm -rf "libc6_2.12.1-0ubuntu6_amd64.deb" "libc6_2.12.1-0ubuntu6_amd64"
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wget "http://old-releases.ubuntu.com/ubuntu/pool/main/e/eglibc/libc6-dev_2.12.1-0ubuntu6_amd64.deb" && \
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unar "libc6-dev_2.12.1-0ubuntu6_amd64.deb" && \
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tar -C "${TARGET}" -xvzf "libc6-dev_2.12.1-0ubuntu6_amd64/data.tar.gz" && \
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rm -rf "libc6-dev_2.12.1-0ubuntu6_amd64.deb" "libc6-dev_2.12.1-0ubuntu6_amd64"
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# Put the current kernel headers from ubuntu in place.
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ln -s "/usr/include/linux" "/${TARGET}/usr/include/linux"
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ln -s "/usr/include/asm-generic" "/${TARGET}/usr/include/asm-generic"
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ln -s "/usr/include/x86_64-linux-gnu/asm" "/${TARGET}/usr/include/asm"
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# Symlinks in the binary distribution are set up for installation in /usr, we
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|
# need to fix up all the links to stay within /${TARGET}.
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/fixlinks.sh "/${TARGET}"
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# Patch to allow non-glibc 2.12 compatible builds to work.
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sed -i '54i#define TCP_USER_TIMEOUT 18' "/${TARGET}/usr/include/netinet/tcp.h"
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# Download binary libstdc++ 4.4 release we are going to link against.
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# We only need the shared library, as we're going to develop against the
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# libstdc++ provided by devtoolset.
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wget "http://old-releases.ubuntu.com/ubuntu/pool/main/g/gcc-4.4/libstdc++6_4.4.3-4ubuntu5_amd64.deb" && \
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unar "libstdc++6_4.4.3-4ubuntu5_amd64.deb" && \
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tar -C "/${TARGET}" -xvzf "libstdc++6_4.4.3-4ubuntu5_amd64/data.tar.gz" "./usr/lib/libstdc++.so.6.0.13" && \
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rm -rf "libstdc++6_4.4.3-4ubuntu5_amd64.deb" "libstdc++6_4.4.3-4ubuntu5_amd64"
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mkdir -p "${TARGET}-src"
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cd "${TARGET}-src"
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# Build a devtoolset cross-compiler based on our glibc 2.12 sysroot setup.
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case "${VERSION}" in
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devtoolset-7)
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wget "http://vault.centos.org/centos/6/sclo/Source/rh/devtoolset-7/devtoolset-7-gcc-7.3.1-5.15.el6.src.rpm"
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rpm2cpio "devtoolset-7-gcc-7.3.1-5.15.el6.src.rpm" |cpio -idmv
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tar -xvjf "gcc-7.3.1-20180303.tar.bz2" --strip 1
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;;
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devtoolset-8)
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||||||
|
wget "http://vault.centos.org/centos/6/sclo/Source/rh/devtoolset-8/devtoolset-8-gcc-8.2.1-3.el6.src.rpm"
|
||||||
|
rpm2cpio "devtoolset-8-gcc-8.2.1-3.el6.src.rpm" |cpio -idmv
|
||||||
|
tar -xvf "gcc-8.2.1-20180905.tar.xz" --strip 1
|
||||||
|
;;
|
||||||
|
esac
|
||||||
|
|
||||||
|
# Apply the devtoolset patches to gcc.
|
||||||
|
/rpm-patch.sh "gcc.spec"
|
||||||
|
|
||||||
|
./contrib/download_prerequisites
|
||||||
|
|
||||||
|
mkdir -p "${TARGET}-build"
|
||||||
|
cd "${TARGET}-build"
|
||||||
|
|
||||||
|
"${TARGET}-src/configure" \
|
||||||
|
--prefix=/"${TARGET}/usr" \
|
||||||
|
--with-sysroot="/${TARGET}" \
|
||||||
|
--disable-bootstrap \
|
||||||
|
--disable-libmpx \
|
||||||
|
--disable-libsanitizer \
|
||||||
|
--disable-libunwind-exceptions \
|
||||||
|
--disable-libunwind-exceptions \
|
||||||
|
--disable-lto \
|
||||||
|
--disable-multilib \
|
||||||
|
--enable-__cxa_atexit \
|
||||||
|
--enable-gnu-indirect-function \
|
||||||
|
--enable-gnu-unique-object \
|
||||||
|
--enable-initfini-array \
|
||||||
|
--enable-languages="c,c++" \
|
||||||
|
--enable-linker-build-id \
|
||||||
|
--enable-plugin \
|
||||||
|
--enable-shared \
|
||||||
|
--enable-threads=posix \
|
||||||
|
--with-default-libstdcxx-abi="gcc4-compatible" \
|
||||||
|
--with-gcc-major-version-only \
|
||||||
|
--with-linker-hash-style="gnu" \
|
||||||
|
--with-tune="generic" \
|
||||||
|
&& \
|
||||||
|
make -j 42 && \
|
||||||
|
make install
|
||||||
|
|
||||||
|
# Create the devtoolset libstdc++ linkerscript that links dynamically against
|
||||||
|
# the system libstdc++ 4.4 and provides all other symbols statically.
|
||||||
|
mv "/${TARGET}/usr/lib/libstdc++.so.${LIBSTDCXX_VERSION}" \
|
||||||
|
"/${TARGET}/usr/lib/libstdc++.so.${LIBSTDCXX_VERSION}.backup"
|
||||||
|
echo -e "OUTPUT_FORMAT(elf64-x86-64)\nINPUT ( libstdc++.so.6.0.13 -lstdc++_nonshared44 )" \
|
||||||
|
> "/${TARGET}/usr/lib/libstdc++.so.${LIBSTDCXX_VERSION}"
|
||||||
|
cp "./x86_64-pc-linux-gnu/libstdc++-v3/src/.libs/libstdc++_nonshared44.a" \
|
||||||
|
"/${TARGET}/usr/lib"
|
||||||
|
|
||||||
|
# Link in architecture specific includes from the system; note that we cannot
|
||||||
|
# link in the whole x86_64-linux-gnu folder, as otherwise we're overlaying
|
||||||
|
# system gcc paths that we do not want to find.
|
||||||
|
# TODO(klimek): Automate linking in all non-gcc / non-kernel include
|
||||||
|
# directories.
|
||||||
|
mkdir -p "/${TARGET}/usr/include/x86_64-linux-gnu"
|
||||||
|
ln -s "/usr/include/x86_64-linux-gnu/python3.5m" "/${TARGET}/usr/include/x86_64-linux-gnu/python3.5m"
|
||||||
21
tensorflow/tools/ci_build/install/install_clang.sh
Executable file
21
tensorflow/tools/ci_build/install/install_clang.sh
Executable file
@ -0,0 +1,21 @@
|
|||||||
|
#!/bin/bash -eu
|
||||||
|
# Copyright 2016 The TensorFlow Authors. All Rights Reserved.
|
||||||
|
#
|
||||||
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
# you may not use this file except in compliance with the License.
|
||||||
|
# You may obtain a copy of the License at
|
||||||
|
#
|
||||||
|
# http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
#
|
||||||
|
# Unless required by applicable law or agreed to in writing, software
|
||||||
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
# See the License for the specific language governing permissions and
|
||||||
|
# limitations under the License.
|
||||||
|
# ==============================================================================
|
||||||
|
|
||||||
|
DIST="$(grep "DISTRIB_CODENAME" /etc/lsb-release |sed 's,.*=,,')"
|
||||||
|
wget -O - "https://apt.llvm.org/llvm-snapshot.gpg.key"| apt-key add -
|
||||||
|
add-apt-repository "deb http://apt.llvm.org/${DIST}/ llvm-toolchain-${DIST}-8 main"
|
||||||
|
apt-get update && apt-get install -y clang-8 && \
|
||||||
|
rm -rf /var/lib/apt/lists/*
|
||||||
Loading…
Reference in New Issue
Block a user