Supplementary Figure S2.

Graphical illustration of the fixed-stride data augmentation strategy Suppose that input fragments of fixed length L is required. When a fragment is longer than L, we slide a window of size L along the original sequence with stride s to obtain a number of sequences with length L. When a fragment is shorter than L, we slide a window of size L along the genome and take sequences overlapping with the original one.