You have an input volume with shape $32$ x $32$ x $16,$ and apply max pooling with a $2$ x $2$ filter using a stride of $2.$ What will be the shape of the output volume?

Question $1$ options:

$16$ x $16$ x $16$

$32$ x $32$ x $8$

$16$ x $16$ x$8$

$15$ x $15$ x$16$