Thanks for the wonderful paper - it was a pleasure to read!

Could you kindly elaborate a bit more on the COCO training details? In particular, I was wondering about the following three points:

• What augmentations were used? Just large or small scale jittering and maybe flipping (left-right)?
• What learning rate schedule was used?
• Was the same learning rate for used for the different layers?