szha commented on issue #19499:
URL: 
https://github.com/apache/incubator-mxnet/issues/19499#issuecomment-724233640


   Hi @seekFire. Because MXNet execution is asynchronous, the OOM error likely 
happened earlier. I'd suggest reducing model size or batch size to make it fit 
in your current GPU. If you have reason to believe that the current setting 
should fit in your GPU memory, it would be helpful if you elaborate on that so 
that I can take a closer look.


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