Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

How to train the model with the best technique? #91

Open
EmbraceLife opened this issue Mar 6, 2019 · 0 comments
Open

How to train the model with the best technique? #91

EmbraceLife opened this issue Mar 6, 2019 · 0 comments

Comments

@EmbraceLife
Copy link
Owner

How to train the model with the best technique?

41:40-44:33
How to train the model with the best technique
we can use function fit , but always better to use fit_one_cycle
What is the big deal of fit_one_cycle?
- a paper released in 2018
- more accurate and faster than any previous approach
- ::fastai incorporates the best current techniques *::
keyboard shortcut for functions
* tab to use autocomplete for possible functions
* shift + tab to display all args for the function
how to pick the best number of epochs for training?
- learn how to tune epochs (4) in later lessons
- I don’t remember it had been discussed in later 6 lessons *
- not too many, otherwise easy overfit
目录 Lesson 1 知识点分解 #63

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant