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

inf loss at big batch #263

Open
karpathy opened this issue Apr 26, 2024 · 0 comments
Open

inf loss at big batch #263

karpathy opened this issue Apr 26, 2024 · 0 comments
Labels
bug Something isn't working

Comments

@karpathy
Copy link
Owner

just creating a todo. large batch sizes work now having fixed the size_t bug:

./train_gpt2cu -b 36 -v 200 -s 200 -i data/TinyStories

works, but 48 should fit but doesn't work

./train_gpt2cu -b 48 -v 200 -s 200 -i data/TinyStories

val loss is -nan and train loss stays at inf.

todo track down why and how to prevent

@karpathy karpathy added the bug Something isn't working label Apr 26, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
bug Something isn't working
Projects
None yet
Development

No branches or pull requests

1 participant