Suppose we have $10^4$ samples corresponding to $10$ output labels and that each sample is a $32$ x $32$ grayscale image. What will be the shape of the weights matrix used for calculating the sample's raw scores as z $=$ Wx $+$ b$?$

Question $5$ options:

$1024$ x $11$

$11$ x $1024$

$1024$ x $10$

$10$ x $1024$