no code implementations • 9 Jan 2020 • Noah Gamboa, Kais Kudrolli, Anand Dhoot, Ardavan Pedram
This paper studies structured sparse training of CNNs with a gradual pruning technique that leads to fixed, sparse weight matrices after a set number of epochs.
no code implementations • 25 Sep 2019 • Noah Gamboa, Kais Kudrolli, Anand Dhoot, Ardavan Pedram
We show that our method creates a sparse version of ResNet50 and ResNet50v1. 5 on full ImageNet while remaining within a negligible <1% margin of accuracy loss.