Debugging JAX & Flax NNX (Part 2)

From the creator

You know that debugging is crucial when doing any kind of software development. JAX and Flax NNX offer amazing performance and a clean API, but debugging can feel different due to JAX's compilation model. Today, we'll bridge the gap, exploring how to debug JAX and NNX effectively, relating techniques back to your PyTorch experience. We'll focus specifically on the Flax NNX API. In this second episode of our three part series on debugging we’ll build on the first by introducing more advanced and specialized techniques, including how to temporarily disable JIT and how to leverage the powerful, built-in inspection tools provided by Flax NNX. Resources: Learn more → https://goo.gle/learning-jax Subscribe to Google for Developers → https://goo.gle/developers Speaker: Robert Crowe

Published 2025-12-04 · Watch on YouTube ↗
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