JAX Skill

JAX is Autograd and XLA, brought together for high-performance machine learning research.

Contents

• Concepts & Theory
  • Immutability
  • The 4 Transformations
  • Pytrees
• Code Examples
  • jit, grad, vmap, random usage
  • Control Flow (scan, cond, fori_loop)
  • Parallelism (sharding)

Common Workflows