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FROM gcr.io/deeplearning-platform-release/tf2-gpu
LABEL maintainer="Zain Rizvi"
RUN apt update -y
RUN mkdir steps
COPY steps/* /steps/
RUN chmod +x /steps/*
RUN /steps/1-Install-generic-dependencies.sh
RUN /steps/2-register-with-r-repository-ubuntu.sh
RUN /steps/3-Install-R-and-IRkernel.sh
RUN /steps/4-Install-common-R-packages.sh -m GPU
RUN /steps/5-Add-rpy2-support.sh
RUN /steps/6-Install-keras.sh -m GPU
# RUN /steps/7-Compile-xgboost-gpu.sh -- can't compile xgboost because of missing nvidia compilers
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