CRST icon indicating copy to clipboard operation
CRST copied to clipboard

Published 20 hours ago • verified publisher icon yzou2

Loss explodes

Open MyeongJin-Kim opened this issue 4 years ago • 3 comments

image

When training with generated pseudo label, loss explodes. I run with hyperparameters you provided for SYNTHIA (https://github.com/yzou2/CRST/issues/14) and set my environment to required version. Can you give any advice to solve this problem?

MyeongJin-Kim avatar Jan 31 '20 09:01 MyeongJin-Kim

Did you use correct label mapping function to map label to train_id? And also I resized data of SYNTHIA to 1024x2048

yzou2 avatar Feb 04 '20 21:02 yzou2

In (https://github.com/yzou2/CRST/issues/14), You mentioned INPUT_SIZE = '600,900'. '1024,2048' is correct parameter?

MyeongJin-Kim avatar Feb 05 '20 00:02 MyeongJin-Kim

'600,900' is the size of the cropped size. 1024,2048 is the size of the image.

yzou2 avatar Feb 06 '20 02:02 yzou2