Suppose we have $103$ samples corresponding to $10$ output classes and that each sample is a $32$ x $32$ grayscale image. Suppose the samples are arranged columnwise in the data matrix and that the bias trick has been applied. What will be the shape of the data matrix?

Question $1$ options:

$1025$ x $1000$

$1024$ x $10$

$1000$ x $1025$

$1024$ x $1000$