How Not to Give a FLOP: Combining Regularization and Pruning for Efficient Inference

Tai Vu, Emily Wen, Roy Nehoran

The challenge of speeding up deep learning models during the deployment phase has been a large, expensive bottleneck in the modern tech industry. In this paper, we examine the use…