onnxruntime/tools/ci_build/github/linux/docker/Dockerfile.ubuntu_gpu
edgchen1 e259a13f8e
Initial training Python packaging pipeline (#3767)
Add a pipeline to produce training-enabled ORT wheels.
2020-05-18 09:41:00 -07:00

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FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu16.04
ARG PYTHON_VERSION=3.6
ARG BUILD_EXTR_PAR
ADD scripts /tmp/scripts
RUN /tmp/scripts/install_ubuntu.sh -p $PYTHON_VERSION && \
/tmp/scripts/install_deps.sh -p $PYTHON_VERSION -d gpu -x "$BUILD_EXTR_PAR" && \
rm -rf /tmp/scripts
WORKDIR /root
# Allow configure to pick up GDK and CuDNN where it expects it.
# (Note: $CUDNN_VERSION is defined by NVidia's base image)
RUN _CUDNN_VERSION=$(echo $CUDNN_VERSION | cut -d. -f1-2) && \
mkdir -p /usr/local/cudnn-$_CUDNN_VERSION/cuda/include && \
ln -s /usr/include/cudnn.h /usr/local/cudnn-$_CUDNN_VERSION/cuda/include/cudnn.h && \
mkdir -p /usr/local/cudnn-$_CUDNN_VERSION/cuda/lib64 && \
ln -s /etc/alternatives/libcudnn_so /usr/local/cudnn-$_CUDNN_VERSION/cuda/lib64/libcudnn.so && \
ln -s /usr/local/cudnn{-$_CUDNN_VERSION,}
ENV LD_LIBRARY_PATH /usr/local/openblas/lib:$LD_LIBRARY_PATH
ARG BUILD_USER=onnxruntimedev
ARG BUILD_UID=1000
RUN adduser --gecos 'onnxruntime Build User' --disabled-password $BUILD_USER --uid $BUILD_UID
WORKDIR /home/$BUILD_USER
USER $BUILD_USER