I'm applying conv2d_grad_wrt_inputs into one feature maps (the second image 
below) using its kernel. would interpret the third image below as a correct 
deconvolution since I'm seeing it as repetition of the some feature maps 
into the input. 


<https://lh3.googleusercontent.com/-6c7HTwi--Lo/WGQR-YDndlI/AAAAAAAAA2U/V00_f_flHB0HNVtY1xpmnBCRZSS6ZTl8ACKgB/s1600/deconv_5.png>

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