thomasmooon commented on issue #7475: Paradox VRAM demand as a function of 
batch size: Low batch size, high VRAM demand
URL: 
https://github.com/apache/incubator-mxnet/issues/7475#issuecomment-323508007
 
 
   Yes regarding cuDNN.
   And no regarding convolutions.
   Im not processing image Data.
   
   It is a  stacked denoising autoencoder as described in the example simply
   build as follows:
   - Input Layer, corrupted with dropout.
   - 3 fully connected hidden Layers
   - Output layer same dimension as Input
   
 
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