mirror of
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DLRS release 1260 - Update Dockerfiles
Signed-off-by: Daniela Plascencia <daniela.plascencia@linux.intel.com>
This commit is contained in:
committed by
sys-jenkinsotcswstac
parent
9f6b33dfc8
commit
568d712d0f
@@ -1,13 +1,36 @@
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FROM clearlinux
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LABEL maintainer="otc-swstacks@intel.com"
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MAINTAINER otc-swstacks@intel.com
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ARG swupd_args
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COPY setup_mkl.sh /
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RUN swupd update $swupd_args && \
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swupd bundle-add curl git && \
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/setup_mkl.sh && \
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rm setup_mkl.sh
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swupd bundle-add devpkg-openmpi git sysadmin-basic
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CMD 'bash'
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# install miniconda
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ADD https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh /miniconda.sh
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RUN sh /miniconda.sh -b -p /opt/conda && \
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/opt/conda/bin/conda update -n base conda && \
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rm /miniconda.sh
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ENV PATH=${PATH}:/opt/conda/bin
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# create tf_env and install tensorflow with mkl-dnn
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SHELL ["/bin/bash", "-c"]
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RUN conda create -n tf_env
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RUN conda install -n tf_env -y -c anaconda \
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pip tensorflow nltk ipython
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# add conda env script to bashrc
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RUN echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \
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echo "conda activate tf_env" >> ~/.bashrc
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# install horovod
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RUN source ~/.bashrc
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RUN mv /opt/conda/envs/tf_env/compiler_compat/ld /opt/conda/envs/tf_env/compiler_compat/ld.orig
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RUN HOROVOD_WITH_TENSORFLOW=1 /opt/conda/envs/tf_env/bin/pip install --no-cache-dir horovod
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RUN mv /opt/conda/envs/tf_env/compiler_compat/ld.orig /opt/conda/envs/tf_env/compiler_compat/ld
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# install additional python packages for ipython and jupyter
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RUN /opt/conda/envs/tf_env/bin/pip install --no-cache-dir ipython ipykernel matplotlib jupyter && \
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/opt/conda/envs/tf_env/bin/python -m ipykernel.kernelspec
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CMD ["/bin/bash"]
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@@ -1,9 +1,14 @@
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FROM clearlinux
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LABEL maintainer="otc-swstacks@intel.com"
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MAINTAINER otc-swstacks@intel.com
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ARG swupd_args
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RUN swupd update $swupd_args && \
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swupd bundle-add curl git machine-learning-tensorflow
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swupd bundle-add curl sysadmin-basic \
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git machine-learning-tensorflow
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# install additional python packages for ipython and jupyter notebook
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RUN pip --no-cache-dir install ipython ipykernel matplotlib jupyter && \
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python -m ipykernel.kernelspec
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CMD 'bash'
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@@ -4,6 +4,8 @@ LABEL maintainer=otc-swstacks@intel.com
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ARG PYTHON_VERSION=3.7.1
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ARG MINICONDA_VERSION=4.5.12
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ARG HOROVOD_VERSION=0.16.0
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ARG MKL_VERSION=2019.1
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ARG swupd_args
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ENV PATH /opt/conda/bin:$PATH
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@@ -16,7 +18,7 @@ ADD https://repo.continuum.io/miniconda/Miniconda3-$MINICONDA_VERSION-Linux-x86_
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RUN chmod +x /tmp/miniconda.sh && \
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/tmp/miniconda.sh -b -p /opt/conda && \
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conda install -y python=$PYTHON_VERSION \
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numpy pyyaml scipy ipython mkl mkl-include cython typing && \
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numpy pyyaml scipy ipython mkl=${MKL_VERSION} mkl-include=${MKL_VERSION} cython typing && \
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conda install -y gcc libgcc -c conda-forge
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RUN pip --no-cache-dir install ninja
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@@ -36,7 +38,7 @@ RUN CMAKE_PREFIX_PATH="$(dirname $(which conda))/../" \
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RUN pip --no-cache-dir install torchvision
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RUN pip --no-cache-dir install ipython ipykernel jupyter && \
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python -m ipykernel.kernelspec
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RUN HOROVOD_WITH_TORCH=1 pip install --no-cache-dir horovod
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RUN HOROVOD_WITH_TORCH=1 pip install --no-cache-dir horovod==${HOROVOD_VERSION}
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RUN mv /opt/conda/compiler_compat/ld.orig /opt/conda/compiler_compat/ld
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