PyTorch: understanding RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation

Question

Here is a problem setting:

Function that converts from rgb to hsv:

def rbg2hsv(img_rgb):
    batch_size, channel, height, width = img_rgb.size()

    r, g,