explicit repeat of dataset before calling fit method

[hvgazula]

For reasons described here and discussed elsewhere, I suggest repeat should be called before fit and not before performing any map operations in the Dataset class, which is redundant.

[satra]

aren't these all generators?

[hvgazula]

technically yes, but by the time dataset_train.scalar_labels is called the dataset is repeated already making any operations repetitive and redundant.