What is the purpose of learning rate scheduling during neural network training?

Machine Learning Medium

Machine Learning — Medium

What is the purpose of learning rate scheduling during neural network training?

Key points

  • Learning rate scheduling optimizes training by adjusting the learning rate over time.
  • Starting with a high learning rate allows for quick progress in the beginning.
  • Decreasing the learning rate gradually helps the model converge near the minimum for better performance.

Ready to go further?

Related questions