Detail on Hardware available on Google collab

Wh What are the differences between below hardwares available in Google Collab?  

CPU

T4 GPU

A100 GPU

L4 GPU

v2-8 TPU

v6e-1 TPU

v5e-1 TPU

When is CPU ideal for inference?