Super resolution

[suke27]

ESPCN use 3 conv layers, but I found you use 4 conv layer. can you tell me why, it has better psnr result?

[msaroufim]

I'm guessing the decision was arbitrary, would you like to try out the version with 3 layers and see if that has better results? and make the PR if it does?