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Learn to Code10:25

Enhancing Reliability (Part 1)

Google for Developers ↗

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Now let’s learn about Chex, a crucial library for anyone building serious applications with JAX. We'll explore why it's needed, what it offers, and specifically how to integrate it into your core JAX workflows and your Flax NNX models to make them more reliable and easier to debug. We'll assume some familiarity with JAX concepts like jit() and vmap(), and the basics of building models with Flax NNX. This episode is the first of a two part series on Chex, and will cover the "why" and "what" of Chex, focusing on the core assertion functions and their essential use within jit and vmap. 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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