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

OOM about training with brats17 data #39

Open
Endousan opened this issue Nov 1, 2019 · 1 comment
Open

OOM about training with brats17 data #39

Endousan opened this issue Nov 1, 2019 · 1 comment

Comments

@Endousan
Copy link

Endousan commented Nov 1, 2019

hello, I have some problem about this code, please help me.
I use the GPU: v100 16G.
but when I try to train the net with brats17 data by your code, I get OOM. I only used 70% data of brats17.
from the code, It looks like it load all the data into it.
I hope to know some about dataloading when your training with brats17.

@Dorin-D
Copy link

Dorin-D commented Nov 18, 2021

The pipeline loads the entire dataset into RAM. With the BraTS2020 dataset, 32RAM was not enough. 64RAM did the trick (296 subjects, 80% of the provided training set)

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

2 participants