How do I tune the learning rate for my model?

How do I tune the learning rate for my model?

Tuning the learning rate is crucial for model performance. Are you using a specific framework or library?

I'm using TensorFlow. What are some strategies I can use?

In TensorFlow, you can use techniques like grid search, random search, or learning rate schedules. Have you tried any of these?

I've only tried a fixed learning rate. What should I consider when choosing a learning rate schedule?

Consider the complexity of your model and the dataset size. A learning rate schedule can help adapt the learning rate during training.

Can you give me an example of a learning rate schedule?

Sure! A common one is the exponential decay schedule, where the learning rate decreases exponentially over time.