A residual block computes
where is the block's convolution path and is the input carried around it by the skip connection.
Most blocks sit inside a stage, where nothing about the shape changes from input to output. But at a stage boundary the network follows the usual convention: the grid halves and the filter count doubles.
Take one such block. Its input is
and its convolution path produces
What does a working ResNet do at this block?
Select all that apply.