Campfire: Compressible, Regularization-Free, Structured Sparse Training for Hardware Accelerators

Noah Gamboa, Kais Kudrolli, Anand Dhoot +1

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. We simplify the str…