Groomed version of @fyu's dilated convolution #3487

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merged 6 commits into from Dec 28, 2015

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longjon commented Dec 28, 2015

This is just #3452 from @fyu with the following changes which I've made to save a RTT:

  • History has been groomed to squash style fixes, and so that modified files make sense with respect to commit messages.
  • Per #3452 (comment), the literal 10 has been replaced with num_spatial_axes.
  • The caffe.proto comment description of the dilation parameter has been edited to be more definitional and succinct.
  • DeconvolutionLayer::compute_output_shape has been upgraded to support dilated deconv.

I'm sending this as a separate PR for Travis to check, to demonstrate a (relatively) cleaned-up history, and for approval by @fyu.

I'll merge pending Travis and @fyu.

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fyu commented Dec 28, 2015

@longjon This looks great to me. Thanks!

@longjon longjon added a commit that referenced this pull request Dec 28, 2015

@longjon longjon Merge pull request #3487 from longjon/dilation
An early implementation of this functionality for Caffe was written by @gpapan, which was extended and improved by @tamakoji in a previous implementation of this branch.
08c5dfd

@longjon longjon merged commit 08c5dfd into BVLC:master Dec 28, 2015

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fyu referenced this pull request in tensorflow/tensorflow Apr 8, 2016

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feature request: "a trou" (with hole algorithm) #1815

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