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emadeldeen24 avatar emadeldeen24 commented on May 28, 2024

Usually it is done in the beginning to make training faster.

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vamsi231297 avatar vamsi231297 commented on May 28, 2024

As we are initializing the dataset class only once; we are using augmentation only once.But we need to do augmentation at each epoch otherwise our data would get fixed on the initial augmentations; in self supervised training shouldn't we augment at each epoch? Sorry let me know if I am missing something here :)

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emadeldeen24 avatar emadeldeen24 commented on May 28, 2024

I'm not sure if it will make a difference, but you can test and let me know.

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vamsi231297 avatar vamsi231297 commented on May 28, 2024

sure

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