Gabriel Cypriano

1201 days ago

By training with high learning rates we can reach a model that gets 93% accuracy in 70 epochs which is less than 7k iterations (as opposed to the 64k iterations which made roughly 360 epochs in the original paper).

The 1cycle policy

We have already seen how to implement the learning rate finder. Begin to train the model while increasing the learning rate from a very low to a very large one, stop when the loss starts to really get out of control.