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albumentations-team / autoalbument

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
https://albumentations.ai/docs/autoalbument/
MIT License
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empty range for randrange() (0,-xx, -x) #36

Open ihamdi opened 2 years ago

ihamdi commented 2 years ago

I'm trying to use the json file generated by autoaugment but I keep getting "ValueError: empty range for randrange() (0,-xx, -xx)"

The autoalbument is still training and generating new json for each epoch so I tried many epochs hoping randrange would be fixed at some point but its still the same.

ptwd commented 1 year ago

Maybe, you tried to train the model with an image size smaller than the image size used in the automatic argument-search. Image size should be more than that. Or, I think there is a way to change the get_params_dependent_on_targets function of arguments/augments/dropout/coarse_dropout.py so that the randint function has the correct value.