deeplabv3

[Cyan0FF]

Hello, I use resnest50-deeplabv3 model and train from scratch on Cityscapes dataset. During training, the loss value doesn't decrease after reaching 0.1( I use a single titan gpu and batch size of 10 ). Is this normal ? and can i get an ok result using single gpu ？

[zhanghang1989]

Cityscapes requires larger crop size, which is very memory consuming. Unfortunately, single GPU won't work