2.10 Which of the following statements is/are true?

Setting the learning rate to a high value will always lead to faster convergence.

☐

Setting the learning rate to a low value might lead to sub-optimal solution.

It is better to have the same learning rate for all the epochs.

It is possible to schedule the learning rate and change it while model training.