effective sparse convolution inference

Question

effective sparse convolution inference

wuzhiyang2016 opened this issue 5 years ago · 1 comments

wuzhiyang2016 commented 5 years ago

if we get a sparse model, is there an effective way to do sparse convolutional for inference? I just know 2015 CVPR paper "Sparse Convolutional Neural Networks", is there exit another more effective way?

Answer 1 · 2019-08-23T19:00:48.000Z

In theory yes, but not with this library. See #1 for a discussion on using sparse computation in this library and in PyTorch in general.