George Papandreou
George Papandreou
Thanks for the quick response Scott! It would be a great feature to add. Let me know if I can be of any help to that.
For reference, we have recently added support for atrous convolution into Tensorflow: https://github.com/tensorflow/tensorflow/issues/1815 Torch/nn has also done the same: https://github.com/torch/nn/pull/797 In our TF implementation, we have followed a different implementation...
@scott-gray Sorry for the delay, I just saw your request. Here is the slicing code modified for atrous convolution: [atrous fprop code](https://gist.github.com/gpapan/04553320c9ce7ba56a0f6a0b9b25d37b)
@soumith would be great to keep this thread up-to-date if you figure out how to make this work via the non-contiguous cudnn tensor approach!
@scott-gray Great! Looking forward to it.
Not yet, but we have tentative plans to add it in a few months from now.
We have not yet open sourced the system. @Axlef : Yes, the ResNet-based system can run in real time on a machine with a modern GPU.