How to train with batch size 1

[Phat Tran]

I try to train an instance segmentation model with resnest200 backbone with image size 1024. But due to memory constraint, I can fit only batch size of 1. But when I use SyncBN, It requires more than 1 sample. Can I use other batch norm (or set norm to None) without effect performance