How to include Atrous Spatial Pyramid Pooling to a Neural Net

Hi All,
Can someone explain or provide resources on how to incorporate Atrous Spatial Pyramid Pooling (ASPP) to a NeuralNet Model in Pytorch? My model is a modified version of the InceptionV3 model, and I would like to add an ASPP layer in there. Feedback much appreciated.