Project for DLC 2021

Structure

Project 1 - Classification, weight sharing, auxiliary losses

All relevant code to this project is in the p1 directory.
To train and test the final models, run

python3 p1/train_test.py

A pdf report (p1.pdf) summarizing the steps realized is provided.

Dependencies:

• torch
• (optional) matplotlib and pandas if you wish to reproduce the plots (cf. p1/plots.ipynb)

Project 2 - Mini deep-learning framework

All relevant code to this project is in the p2 directory.
To train and test the final models, run

python3 p2/test.py

A pdf report (p2.pdf) summarizing the structure and the different files realized is provided.