Problem $2(15$ Points$)$: Train the compiled network in problem $1$ in $10$ epochs, with a batch size of $32.$ Use the encoded training set for

training $($utilize Helper function $2).$

CARE for these things:

$1)$ Number of epochs check.

$2)$ X$\_$train Check.

$3)$ Y$\_$train Check.