Architects' Tech Alliance

Apr 18, 2020 · Artificial Intelligence

Choosing the Right Compute Core for Edge AI: CPU, GPU, FPGA, ASIC, VPU & TPU Compared

This article analyzes how system architects can select the optimal heterogeneous compute cores—CPU, GPU, FPGA, ASIC, VPU, or TPU—for edge AI deployments, weighing performance, size, weight, power, and cost to maximize inference efficiency and security.