Closed cwhuang888 closed 4 years ago
Hi @cwhuang888 ! Thank you for your interest!
When deriving the subnetworks, we shrink the skip_connect by assigning the alpha for the skip_connect operator with value -float('inf')
, to avoid selecting the skip_connect.
https://github.com/TAMU-VITA/FasterSeg/blob/master/train/model_seg.py#L54
Hi,
Thanks for giving the excellent research on extending NAS into multi-path realm.
While reading
alphas2ops_path_width
@model_seg.py
(https://github.com/TAMU-VITA/FasterSeg/blob/master/search/model_seg.py#L40), i have noticed that you have also conduct compacting the path whenskip
is the argmax op. Could you kindly explain briefly about the logic behind this method ?