Supercharge Your JAX/Optax Training: Effortlessly Adjust Learning Rates!

This article unveils a clever technique using `optax.inject_hyperparams` to dynamically modify learning rates during JAX/Optax model training. This innovative approach allows for real-time adjustments and simplifies debugging, offering a significant advantage over traditional methods. It empowers researchers and developers with greater control over their training process.

• •`optax.inject_hyperparams` lets you treat hyperparameters, like learning rates, as part of the optimizer's state.
• •This enables direct modification of learning rates during training.
• •It's perfect for debugging and experimenting with different learning strategies.