chowkamlee81 commented on issue #7717: Subpixel convolution(state of art) 
implementation rather than using Deconvolution.
URL: 
https://github.com/apache/incubator-mxnet/issues/7717#issuecomment-330436790
 
 
   Dear Eldercrow,
   
   I tried according to you and i removed crop function as you suggested. After 
that module started training. Even after several epochs training log loss 
measure remains same after several epochs.
   
   Below is report
   Epoch[0] Batch [10] Speed: 3.88 samples/sec Train-FCNLogLoss= 2.944441
   .............................................
   
   Epoch[0] Batch [730] Speed: 3.843 samples/sec Train-FCNLogLoss= 2.944441.
   
   Kindly suggest how to go ahead and solve this issue
 
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