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In
SyntheticallyCorruptedImageFolderDatasetconstructor, the default value forcorruptions_dictwas a mutable, which can result in unexpected behavior. Classic Python gotcha, but now is fixed.Furthermore, non-zero
corruption_probabilitywith an empty dict, e.g. the default value, would lead to aValueErrorthe first time that the corruption is triggered in__get_item__becausenp.random.choicewould raiseValueErrorwhen passed an empty list. Instead for this situation we can fail faster in the constructor than to fail lazily in__get_item__.