bainro/lossplot

visualize multiple loss landscapes simultaneously in browser

Use lossplot to visualize multiple loss landscapes simultaneously in browser.

There's a demo here: Link.
Be patient as ~10MB csv file has to be downloaded and parsed.
There's some other dataset links here: Link 1 Link 2 Link 3

Simple setup:

git clone https://github.com/bainro/lossplot.git
cd lossplot
# you can use "python -V" to ensure python3 is being used
python -m http.server 8080 &

Go to localhost:8080 in your browser of choice 😎

Paper detailing the creation process:

https://arxiv.org/abs/2111.15133

Code that created the csv's that lossplot demos use:

https://github.com/bainro/loss_landscape Best of luck, this repo is very much research quality 😅

Paper that uses lossplot:

Visualizing the Loss Landscape of Winning Lottery Tickets

Winning lottery ticket hypothesis repo:

https://github.com/bainro/LTH