Need to set small learning rate for DCN_offset_mask?

xinntao / EDVR

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

https://github.com/xinntao/BasicSR

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Need to set small learning rate for DCN_offset_mask? #138

Closed splinter21 closed 2 years ago

splinter21 commented 4 years ago

https://github.com/chengdazhi/Deformable-Convolution-V2-PyTorch/issues/9#issuecomment-457592960

According to this, 1/10 lr->stabler for training in ImageNet VID, but no need for training in coco

Is it needed for VSR?

tongjuntx commented 4 years ago

i think so,dcn is not stable