A Scalable Multi-TeraOPS Core for AI Training and Inference

This letter presents a multi-TOPS AI accelerator core for deep learning training and inference. With a programmable architecture and custom ISA, this engine achieves >90% sustained utilization across the range of neural network topologies by employing a dataflow architecture to provide high throughput and an on-chip scratchpad hierarchy to meet the bandwidth demands of the compute units. A custom ...