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JAX Conceptual Deep-Dives

Custom pytree nodes, host interop callbacks, quantization patterns, jaxpr inspection, advanced debugging. Beyond the curriculum.

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  1. 1. ○ register_pytree_node
  2. 2. ○ tree_flatten / tree_unflatten Round-Trip
  3. 3. ○ Pytree Aux Data
  4. 4. ○ pure_callback Basics
  5. 5. ○ io_callback for Side Effects
  6. 6. ○ jax.debug.print
  7. 7. ○ JAX <-> NumPy Bridge
  8. 8. ○ int8 Affine Quantization
  9. 9. ○ int8 Dequantization
  10. 10. ○ float8 Round-Trip
  11. 11. ○ Counting Jaxpr Equations
  12. 12. ○ jax.debug.callback
  13. 13. ○ Selective stop_gradient (Frozen Layers)
  14. 14. ○ jvp with Structured Tangents
  15. 15. ○ jaxpr with jit