Architects' Tech Alliance

Apr 5, 2020 · Artificial Intelligence

Understanding AI Chip Architecture: How ASIC Accelerators Differ from CPUs and GPUs

The article explains why dedicated AI chips (ASICs) are needed, compares their performance and power efficiency to traditional CPUs and GPUs, describes the architecture of Google's TPU and other AI accelerators, and provides historical context for the evolution of AI hardware.