LF-InterNet icon indicating copy to clipboard operation
LF-InterNet copied to clipboard

Model initialization

Open weleslie opened this issue 4 years ago • 2 comments

Hello, thanks for sharing. I notice that the model is initialized using Xavier method in your paper, but I don't find correspoding code in this repo. So I'm confused and want to know why, thanks a lot! From a pytorch beginner.

weleslie avatar Aug 01 '20 08:08 weleslie

Thanks for your attention. We have checked our training codes and found that we had removed the initialization part by mistake during cleaning the codes. We have updated 'train.py' and added the corresponding parts. Kindly note that, 1) all pretrained models available in this repo were trained using the Xavier initialization method, which is consistent with our paper; 2) we have also tried other initialization methods and didn't found significant difference in performance.

YingqianWang avatar Aug 03 '20 01:08 YingqianWang

Your answer is useful to me, thank you so much!

weleslie avatar Aug 03 '20 02:08 weleslie