See from https://github.com/pytorch/vision/commit/06a5858b3b73d62351456886f0a9f725fddbb3fe the aspect ratio is chosen randomly from a log scale I didn't see this in the original paper? And in the reference implementation. https://github.com/zhunzhong07/Random-Erasing/blob/c699ae481219334755de93e9c870151f256013e4/transforms.py#L38 cc @vfdev-5