Machine learning suffers from a reproducibility crisis.

Deterministic machine learning is not only incredibly important for academia to verify research papers, but also for developers in enterprise scenarios.

Here’s a great video on how to address this shortcoming.

Due to the various reasons for non-deterministic ML, especially when GPUs are in play, I conducted several experiments and identified all causes and the corresponding solutions (if available).

tt ads

Leave a Reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.