Deep learning models have achieved striking performance across vision, language and time-series tasks, yet their growing depth and parameter counts impose substantial computational and memory demands.

Amazon has acquired Edge chip company and AI model compression business Perceive for $80 million in cash. The cloud and ecommerce giant bought the division from publicly-listed technology company ...