How to implement EarlyStopping in MONAI Label server

[amitjc]

Dear experts,

Seek your guidance to implement EarlyStopping in MONAI Label server for training segmentation from scratch.

Look forward to your inputs.

Thank you.

Best Wishes,
Amit.

[diazandr3s]

Hi @amitjc,

By default MONAI Label uses Early Stopping. You can check this class defined in the basic train class here: https://github.com/Project-MONAI/MONAILabel/blob/159e1425e16c937a11d568aa369c0772b388c8cb/monailabel/tasks/train/basic_train.py#L594C33-L598

You could define the patience argument (early_stop_patience) in the train configuration from the GUI: https://github.com/Project-MONAI/MONAILabel/blob/159e1425e16c937a11d568aa369c0772b388c8cb/monailabel/tasks/train/basic_train.py#L589C35-L589C42

Hope this helps,

[amitjc]

Thanks @diazandr3s.

I shall use the slicer plugin and modify the early_stop_patience.