What does fit_one_cycle do?

10 is the number of epochs (how many times you will go over your training data). The slice is your learning rate. The one cycle policy is a paper by Leslie Smith here:

https://arxiv.org/pdf/1803.09820.pdf

Detailing how it can speed up training time (number of epochs) with a cyclical learning rate schedule rather than flat

Also see this post: