Introducing Flax NNX (Part 2)
Episode 4 This episode is a deep dive into making NNX code fast, and understanding its relationship with the core JAX functional paradigm. It explains jit, pure functions, and the crucial role of NNX's transformation wrappers. Resources: Learn more → https://goo.gle/learning-jax Subscribe to Google for Developers → https://goo.gle/developers Speaker: Robert Crowe
Video Chapters
- 0:00 Welcome: Unlocking Lightning Speed with NNX!
- 1:18 Unleash NNX's JIT Supercharger: Master Warp Speed Performance.
- 3:26 The Secret Sauce: Understanding Pure Functions for JIT Mastery.
- 6:57 JAX Transformations: Taming the Stateful Model Beast.
- 8:14 NNX to the Rescue: Effortless Stateful Model Management.
- 8:50 The Magic of Automatic State: Code Less, Achieve More.
- 9:36 Showdown: NNX vs. JAX Transforms – Which Reigns Supreme?
- 11:08 The Golden Rule: Simplify Your JAX Journey with NNX.
- 11:54 Next Up: NNX vs. PyTorch – The Ultimate Showdown!
- 12:00 Final Thoughts & Your Next Step: Like, Subscribe, Learn.
Original Output
0:00 Welcome: Unlocking Lightning Speed with NNX! 1:18 Unleash NNX's JIT Supercharger: Master Warp Speed Performance. 3:26 The Secret Sauce: Understanding Pure Functions for JIT Mastery. 6:57 JAX Transformations: Taming the Stateful Model Beast. 8:14 NNX to the Rescue: Effortless Stateful Model Management. 8:50 The Magic of Automatic State: Code Less, Achieve More. 9:36 Showdown: NNX vs. JAX Transforms – Which Reigns Supreme? 11:08 The Golden Rule: Simplify Your JAX Journey with NNX. 11:54 Next Up: NNX vs. PyTorch – The Ultimate Showdown! 12:00 Final Thoughts & Your Next Step: Like, Subscribe, Learn. Timestamps by StampBot 🤖