02:11
2026-06-17
gilesthomas.com
machine-learning
Flax debugging: making a hash of things
A developer debugging a JAX/Flax NNX training loop discovered that the loss was stuck at 10.82, indicating the model was performing no better than random guessing. The issue was traced to the training…