Transfer Learning and ResNet: In search of a perfect batch size

TL;DR: batch size 32 is probably going to be a good default candidate for many cases. In this post, we will observe how different batch sizes change learning metrics when we train a model using Transfer Learning and the fast.ai library. We will try to find out which batch sizes are good and which are better to be avoided. ...

January 6, 2021 ยท 5 min