$($d$)$ Consider the following $441$ tensor input image. The number in the cells

indicate the intensity of the colour black in the pixel.

Compute the resulting feature mapping after the application of the following

$22$ filter

$0,1$

$-1,0$

in a convolution operation with a stride of $1$ and padding of size $0,$ followed

by max$-$pooling of size $33$ with a stride of $2$ and padding of size $1.$

$10$