very lowmIou using Adam optimizer

[arpit196]

Hello,
I am training the model with Adam optimizer (lr 0.0001) but the miou goes to 0.37 and then saturates using the augmented segmentation and batch size of 10 on gpu. Has anyone faced this issue? Also, the training starts with very low train and val iou score (around 3e-4).