Problem $3(4$ Points$)$:

Given a set of input images, find the the class of each input image and the output of the model with respect to each input image. For each input image, the model should return a vector with predictions. return that prediction along with the index of the entry with the maximum value $($i$.$e$.$ the class number of that input image$)$

HINT $1$: refer to the notebooks given with the slides $($DigitsRecognition$.$ipynb and FashionMNIST.ipynb$)$