How many epochs are required to converge?

Open xianshunw opened this issue 7 years ago • 2 comments

Hi. Thanks for your contribution. These days I am training your network. The total loss fluctuates between 1.5 and 3 after 10 epochs while the edge_loss is fixed at 0.00244~. Does this means I have achieved a convergent result? How many epochs are required in your expriment? Or can you share your trained model with us? Your work will work for us very much. Eagerly awaiting your reply..

Aug 03 '18 03:08 xianshunw

also concerned.

Sep 15 '18 13:09 Zealoe

I also faced such problems. I followed the guides from the author, but the result in KITTI eigen split is not very good. I trained the network in KITTI for 20w steps and the performance is terrible, abs_rel is 0.2322. The best performance I achieved is in the 15th epoch with abs_rel 0.1924.

May be some details for training and test have not been published. At least I can't reproduce the performance in the paper now.

Mar 24 '19 09:03 Huang-Jin