Homework 2

2 minute read

Submission date: May 12th, 2019

Topics

  • Backpropagation on arbitrarily deep nets
  • Optimization algorithms for deep learning
  • Training
  • Convolutional networks
  • Effect of network architecture on accuracy

Downloading

The assignment code is available here.

We recommend you use git to clone the repo:

git clone https://github.com/vistalab-technion/cs236781-hw2.git

This will allow you to pull updates from us in the event that they are needed.

Note that there may be some updates in the environment.yml file since the previous assignment. From within the assignment directory, run conda env update to update your conda environment (only new dependencies will be installed).

FAQ

Make sure to read the getting started page and the guide for using course servers (relevant for part 3).

Q: Should we comment out the raise NotImplementedError() in the YourCodeNet class in models.py while working on Part 1/2?
A: Yes.

Updated: