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June 27, 2020 11:57
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Update Pytorch model (weights) version from 4 to 3 (It a shell script you can use inside your Kaggle kernel (using the `%%bash` magic)
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%%bash | |
apt-get install -y xarchiver || true | |
SAVED_MODEL_PATH=$(realpath "/kaggle/input/[/path/to/model/folder]") | |
NEW_MODEL_PATH=$(realpath "/kaggle/working") | |
for model_file in $(ls $SAVED_MODEL_PATH/*.pth) | |
do | |
just_filename=$(basename "${model_file%.*}") | |
version_filename_with_path="$(unzip -t $model_file | grep version | awk '{print $2}')" | |
if [[ ! -e "$NEW_MODEL_PATH/$just_filename.pth" ]]; then | |
echo "Copying $model_file to $NEW_MODEL_PATH" | |
cp $model_file /tmp | |
cd /tmp/ | |
mkdir -p $(dirname $version_filename_with_path) | |
echo 3 > $version_filename_with_path | |
echo "" | |
zip -u $just_filename.pth $version_filename_with_path | |
rm -fr $(dirname $version_filename_with_path) | |
echo "Moving model file $just_filename.pth to $NEW_MODEL_PATH" | |
mv $just_filename.pth $NEW_MODEL_PATH/$just_filename.pth | |
fi | |
echo "(After) Contents of '$version_filename_with_path' in the model file '$model_file'" | |
unzip -p $NEW_MODEL_PATH/$(basename $model_file) $version_filename_with_path | |
done | |
echo "Your new model path is $NEW_MODEL_PATH, where you will find all the copied models (*.pth)" |
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