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Upgrade cuml/cudf to 21.06 #1038

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Merged
merged 3 commits into from
Jul 2, 2021
Merged

Upgrade cuml/cudf to 21.06 #1038

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e134ffd
Upgrade cuml/cudf to 21.06
rosbo Jul 1, 2021
5d76c50
add torchtext to list of package to remove to avoid inconsistent envi…
rosbo Jul 1, 2021
cd45057
Use cupy installed by conda
rosbo Jul 1, 2021
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6 changes: 3 additions & 3 deletions gpu.Dockerfile
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Expand Up @@ -57,8 +57,9 @@ RUN apt-get install -y ocl-icd-libopencl1 clinfo libboost-all-dev && \
# the remaining pip commands: https://www.anaconda.com/using-pip-in-a-conda-environment/
# However, because this image is based on the CPU image, this isn't possible but better
# to put them at the top of this file to minize conflicts.
RUN conda remove --force -y pytorch torchvision torchaudio cpuonly && \
conda install "pytorch=1.7" "torchvision=0.8" "torchaudio=0.7" "torchtext=0.8" "cudf=0.16" "cuml=0.16" cudatoolkit=$CUDA_VERSION && \
RUN conda remove --force -y pytorch torchvision torchaudio torchtext cpuonly && \
conda install "pytorch=1.7" "torchvision=0.8" "torchaudio=0.7" "torchtext=0.8" cudatoolkit=$CUDA_VERSION && \
conda install "cudf=21.06" "cuml=21.06" && \
/tmp/clean-layer.sh

# Install LightGBM with GPU
Expand Down Expand Up @@ -89,7 +90,6 @@ RUN pip uninstall -y tensorflow && \

# Install GPU-only packages
RUN pip install pycuda && \
pip install cupy-cuda$CUDA_MAJOR_VERSION$CUDA_MINOR_VERSION && \
pip install pynvrtc && \
# b/190622765 latest version is causing issue. nnabla fixed it in https://github.com/sony/nnabla/issues/892, waiting for new release before we can remove this pin.
pip install pynvml==8.0.4 && \
Expand Down