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Install PillowSIMD+libjpeg-turbo on Conda
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pip3 install fastai==1.0.61 | |
pip3 uninstall --force pillow -y | |
# install libjpeg-turbo to $HOME/turbojpeg | |
git clone https://github.com/libjpeg-turbo/libjpeg-turbo | |
pushd libjpeg-turbo | |
mkdir build | |
cd build | |
cmake .. -DCMAKE_INSTALL_PREFIX:PATH=$HOME/turbojpeg | |
make | |
make install | |
popd | |
CPATH=$HOME/turbojpeg/include LIBRARY_PATH=$HOME/turbojpeg/lib CC="cc -mavx2" pip3 install --upgrade --no-cache-dir --force-reinstall --no-binary :all: --compile pillow-simd | |
# add turbojpeg to LD_LIBRARY_PATH | |
export LD_LIBRARY_PATH="$HOME/turbojpeg/lib:$LD_LIBRARY_PATH" | |
# Check success: | |
python3 -c "import fastai.utils; fastai.utils.check_perf()" |
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