szandara commented on issue #14488: big different between usage of GPU's memory 
on c++ and python
URL: 
https://github.com/apache/incubator-mxnet/issues/14488#issuecomment-586732779
 
 
   Can you explain why the C API solves the problem? 
   
   I have the same issue and I am unable to run my network. If I use Python the 
memory usage is 2.7GB while using the C++ interfaces causes a cudaMalloc error 
(I have a 12GB Nvidia GPU!)
   

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