You are viewing a plain text version of this content. The canonical link for it is here.

Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/11/08 21:29:35 UTC

[GitHub] stu1130 commented on issue #11137: memory cost problem for different label width when using ssd example

stu1130 commented on issue #11137: memory cost problem for different label width when using ssd example
URL: https://github.com/apache/incubator-mxnet/issues/11137#issuecomment-437162652
 
 
   @lynneChan I tried the example on the original dataset(voc) and the memory usage like this
   | label-width  | GPU memeory  |
   | ------------ | -------------    |
   | 350               | 5900                 |
   | 1000             | 6222                 |
   | 2000            | 8180                  |
   | 5000            | 14040                |
   When you set the label-width to 4784, each label set will be padded to 4784 to make every label set have the same label size(width). So the memory usage is reasonable and inevitable.

----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on GitHub and use the
URL above to go to the specific comment.
 
For queries about this service, please contact Infrastructure at:
users@infra.apache.org


With regards,
Apache Git Services