CSE$-6363$ Machine Learning, Fall $2024$

Programming Assignment $2$

For this programming assignment you will implement the Lenet $5$ CNN using either pytorch or tensorflow,

but not Keras. You can look to other implementations in internet but please, when coding, use your

personal coding style and add references to your sources. The goal of this implementation is that you

completely understand what happens in the code because our TA will ask you questions about it when

reviewing your assignment $($you need to make an appointment with your TA for this$).$

Look to the architecture of Lenet$-5-$

Architecture

Here is an implementation in Pytorch as an example you can see. $-$

Tutorial $-$ Github

Test your implementation with the MNIST dataset from Kaggle.

Submission: $---$

Code of your implementation of Le$-$Net $5.$

Brief report of the results on the MNIST dataset.

An analysis of your results on the MNIST dataset.

TA Review: $-$

NOTES:

Your will show your implementation to our TA$,$ and he will ask you details about how LeNet

works in order to grade you.

$1.$ DO NOT JUST COPY THE CODE FROM THE TUTORIAL.