Efficient model compression with Random Operation Access Specific Tile (ROAST) hashing

Aditya Desai, Keren Zhou, Anshumali Shrivastava

Advancements in deep learning are often associated with increasing model sizes. The model size dramatically affects the deployment cost and latency of deep models. For instance, mo…