Facebook open-sourced a library for state-of-the-art self-supervised learning: VISSL.

+ It contains reproducible reference implementation of SOTA self-supervision approaches (like SimCLR, MoCo, PIRL, SwAV etc) and their components that can be reused. Also supports supervised trainings.
+ Easy to train model on 1-gpu, multi-gpu and multi-node. Seamless scaling to large scale data and model sizes with FP16, LARC etc.

Finally somebody unified all recent works in one modular framework. I don't know about you, but I'm very happy 😌!

VISSL: https://vissl.ai/
Blogpost: https://ai.facebook.com/blog/seer-the-start-of-a-more-powerful-flexible-and-accessible-era-for-computer-vision
Tutorials in Google Colab: https://vissl.ai/tutorials/