How to select parameters of sliding window inference

[muk465]

I have 256256256 mri volume i am using random cropped patches of size 128128128 for training my swinunetr /unetr
with batch size of 1 ,ca anyone tell
how do i select
1)roi size
2)sw_batch size
3)overlap between patches
during testing?

[wyli]

Thanks, those are free system parameters, probably you can tune them with a grid search over a separate validation set.