f10w:

Is there a general rule for setting test time transformations according to training time ones?


Yes! The test data and training data should come from the same “domain”, if that’s possible.
If you train and test with different scales of your images, you will most likely get worse results.
In general, you should provide the same scales of the images, since the conv kernels learn to extract features based on a certain resolution.