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Adds the PyTorch dockerfile. #28

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Jan 3, 2024
Merged

Adds the PyTorch dockerfile. #28

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39 changes: 39 additions & 0 deletions pytorch/pytorch.dockerfile
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Original file line number Diff line number Diff line change
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FROM quay.io/pawsey/rocm-mpich-base:rocm5.6.0-mpich3.4.3-ubuntu22

ENV _GLIBCXX_USE_CXX11_ABI=1
ENV USE_CUDA=0
ENV USE_ROCM=1
ENV CXX=g++
ENV CC=gcc
ENV CXXFLAGS=-std=c++17
ENV PYTORCH_ROCM_ARCH=gfx90a

RUN apt -y install libopenblas-dev \
&& (! [ -e /tmp/build ] || rm -rf /tmp/build) \
&& mkdir /tmp/build && cd /tmp/build \
# install eigen
&& wget https://gitlab.com/libeigen/eigen/-/archive/3.4.0/eigen-3.4.0.tar.gz \
&& tar xf eigen-3.4.0.tar.gz \
&& cd eigen-3.4.0 \
&& mkdir build \
&& cd build \
&& cmake .. \
&& make -j 16 \
&& make install

RUN cd /tmp/build \
&& git clone --branch v2.1.0 --recursive https://github.com/pytorch/pytorch \
&& cd pytorch \
&& grep -R . -e "MPI_CXX" | cut -f1 -d: | xargs -n1 sed -i -e "s/MPI_CXX/MPI_C/g" \
# if you are updating an existing checkout \
&& git submodule sync \
&& git submodule update --init --recursive \
# sets "USE_SYSTEM_EIGEN_INSTALL=ON"
&& sed -i -e '270d' -e '269a ON)' CMakeLists.txt \
# Install deps
&& python3 -m pip install -r requirements.txt \
&& make triton\
&& python3 tools/amd_build/build_amd.py\
&& python3 setup.py install

RUN [ -e /tmp/build ] && rm -rf /tmp/build
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