Too many iteration result in looping behavior/results

lucidrains / big-sleep

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

MIT License

2.57k stars 304 forks source link

Too many iteration result in looping behavior/results #65

Closed LtqxWYEG closed 3 years ago

LtqxWYEG commented 3 years ago

See: https://www.youtube.com/watch?v=G7AC4zBQ3Co

The video consists of 780 pictures made with the following configuration of Big Sleep: 15600 iterations, 1 epoch, save an image every 20 iterations. lr= 0.03, max_classes= 200 (or 100), non deterministic

Even if this is expected behavior, there should be a safety mechanism to stop the execution if the results repeat.

LtqxWYEG commented 3 years ago

Oops, looks like the program I used to create a video from the images did not respect the numbers in the filename correctly :(