Skip to content

Commit

Permalink
Add Cuda 11 custom-op Dockerfile
Browse files Browse the repository at this point in the history
  • Loading branch information
angerson committed Dec 15, 2020
1 parent 5485ec9 commit 92577de
Showing 1 changed file with 80 additions and 0 deletions.
80 changes: 80 additions & 0 deletions tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.0
Original file line number Diff line number Diff line change
@@ -0,0 +1,80 @@
# Dockerfile for Ubuntu 16.04 manylinux2010 custom ops with GPU.

FROM nvidia/cuda:11.0-cudnn8-devel-ubuntu16.04 as devtoolset

LABEL maintainer="Amit Patankar <[email protected]>"

ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y \
cpio \
file \
flex \
g++ \
make \
rpm2cpio \
unar \
wget \
&& \
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 2.12 / libstdc++ 4.4 / devtoolset-8 in /dt8.
RUN /build_devtoolset.sh devtoolset-8 /dt8

# TODO(klimek): Split up into two different docker images.
FROM nvidia/cuda:11.0-cudnn8-devel-ubuntu16.04

LABEL maintainer="Amit Patankar <[email protected]>"

COPY --from=devtoolset /dt7 /dt7
COPY --from=devtoolset /dt8 /dt8

# Install TensorRT.
RUN apt-get update && apt-get install -y \
libnvinfer-dev=7.1.3-1+cuda11.0 \
libnvinfer7=7.1.3-1+cuda11.0 \
libnvinfer-plugin-dev=7.1.3-1+cuda11.0 \
libnvinfer-plugin7=7.1.3-1+cuda11.0 \
&& \
rm -rf /var/lib/apt/lists/*

# Copy and run the install scripts.
COPY install/*.sh /install/
ARG DEBIAN_FRONTEND=noninteractive
RUN /install/install_bootstrap_deb_packages.sh
RUN /install/install_deb_packages.sh
RUN /install/install_clang.sh
RUN /install/install_bazel.sh
RUN /install/install_buildifier.sh

ENV TF_NEED_CUDA=1

# Install python 3.6.
RUN add-apt-repository ppa:deadsnakes/ppa && \
apt-get update && apt-get install -y \
python3.6 python3.6-dev python3-pip python3.6-venv && \
rm -rf /var/lib/apt/lists/* && \
python3.6 -m pip install pip --upgrade && \
update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.6 0

# Install python 3.7
RUN /install/install_python37.sh

# Install pip3.5
RUN wget https://bootstrap.pypa.io/get-pip.py && python3.5 get-pip.py && rm get-pip.py

RUN /install/install_pip_packages.sh
RUN /install/install_auditwheel.sh

# Make python3.6 the default python version
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.6 0

# Install given tensorflow or tf-nightly version, if not specified, install the # latest official release
ARG TF_PACKAGE=tensorflow
ARG TF_PACKAGE_VERSION=
RUN pip3 install ${TF_PACKAGE}${TF_PACKAGE_VERSION:+==${TF_PACKAGE_VERSION}}

0 comments on commit 92577de

Please sign in to comment.