36 lines
1.1 KiB
Docker
36 lines
1.1 KiB
Docker
FROM wtongze/rocm-base:5.7.3
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ARG TENSORFLOW_BRANCH="r2.11-rocm-enhanced"
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ARG NUMPY_VERSION="1.22.4"
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ARG DEBIAN_FRONTEND="noninteractive"
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RUN sudo apt-get update && \
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sudo apt-get install -y rocm-libs && \
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sudo rm -rf /var/lib/apt/lists/*
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WORKDIR /home/rocm
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# Add GPU target
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RUN bash -c 'echo -e "gfx803\ngfx900" | sudo tee /opt/rocm/bin/target.lst'
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# Install bazelisk
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RUN sudo wget -O /usr/local/bin/bazel https://github.com/bazelbuild/bazelisk/releases/download/v1.21.0/bazelisk-linux-amd64 && sudo chmod 755 /usr/local/bin/bazel
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RUN git clone --depth 1 https://github.com/ROCm/tensorflow-upstream.git -b ${TENSORFLOW_BRANCH} tensorflow
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WORKDIR /home/rocm/tensorflow
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# > https://github.com/ROCm/ROCm/issues/1880
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ENV PATH=$PATH:/home/rocm/.local/bin
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RUN sudo apt-get update && \
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sudo apt-get install -y python3-dev && \
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sudo rm -rf /var/lib/apt/lists/*
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RUN pip install -U --user pip numpy==${NUMPY_VERSION} wheel packaging requests opt_einsum patchelf
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RUN pip install -U --user keras_preprocessing --no-deps
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RUN sudo ln -s /usr/bin/python3 /usr/bin/python
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RUN ./build_rocm_python3 /opt/rocm
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RUN cp -a /tmp/tensorflow_pkg /home/rocm
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CMD [ "/bin/bash", "-l" ]
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