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Upgrade PyTorch to 1.11 #1155

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May 11, 2022
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Upgrade PyTorch to 1.11 #1155

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b62ec47
Upgrade PyTorch to 1.11
rosbo May 10, 2022
e08d499
Install torchaudio cpu package
rosbo May 11, 2022
a8fe80c
pin datasets hf package
rosbo May 11, 2022
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5 changes: 3 additions & 2 deletions Dockerfile.tmpl
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Original file line number Diff line number Diff line change
Expand Up @@ -106,7 +106,7 @@ RUN conda install -c pytorch magma-cuda${CUDA_MAJOR_VERSION}${CUDA_MINOR_VERSION
rm -rf /tmp/torch && \
/tmp/clean-layer.sh
{{ else }}
RUN pip install torch==$TORCH_VERSION+cpu torchvision==$TORCHVISION_VERSION+cpu torchaudio==$TORCHAUDIO_VERSION torchtext==$TORCHTEXT_VERSION -f https://download.pytorch.org/whl/torch_stable.html && \
RUN pip install torch==$TORCH_VERSION+cpu torchvision==$TORCHVISION_VERSION+cpu torchaudio==$TORCHAUDIO_VERSION+cpu torchtext==$TORCHTEXT_VERSION -f https://download.pytorch.org/whl/torch_stable.html && \
/tmp/clean-layer.sh
{{ end }}

Expand Down Expand Up @@ -497,7 +497,8 @@ RUN pip install flashtext && \
pip install bqplot && \
pip install earthengine-api && \
pip install transformers && \
pip install datasets && \
# b/232247930 >= 2.2.0 requires pyarrow >= 6.0.0 which conflicts with dependencies for rapidsai 0.21.*
pip install datasets==2.1.0 && \
pip install dlib && \
pip install kaggle-environments && \
pip install geopandas && \
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9 changes: 5 additions & 4 deletions config.txt
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Expand Up @@ -3,9 +3,10 @@ BASE_IMAGE_TAG=m91
CPU_BASE_IMAGE_NAME=tf2-cpu.2-6
GPU_BASE_IMAGE_NAME=tf2-gpu.2-6
LIGHTGBM_VERSION=3.3.1
TORCH_VERSION=1.9.1
TORCHAUDIO_VERSION=0.9.1
TORCHTEXT_VERSION=0.10.1
TORCHVISION_VERSION=0.10.1
TORCH_VERSION=1.11.0
# TODO(b/215031404#comment4) Remove zlib sed command after upgrade to >= 0.11.1
TORCHAUDIO_VERSION=0.11.0
TORCHTEXT_VERSION=0.12.0
TORCHVISION_VERSION=0.12.0
CUDA_MAJOR_VERSION=11
CUDA_MINOR_VERSION=0
2 changes: 2 additions & 0 deletions packages/torch.Dockerfile
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Expand Up @@ -44,6 +44,8 @@ RUN cd /usr/local/src && \
git checkout tags/v$TORCHAUDIO_VERSION && \
git submodule sync && \
git submodule update --init --recursive --jobs 0 && \
# TODO(b/215031404#comment4) Remove after upgrade next release (0.11.1)
sed -i s?https://zlib.net/zlib-1.2.11.tar.gz?https://sourceforge.net/projects/libpng/files/zlib/1.2.11/zlib-1.2.11.tar.gz? third_party/zlib/CMakeLists.txt && \
python setup.py bdist_wheel

# Build torchtext
Expand Down