FPGA

As AI continues to grow, modern applications are becoming more data- and compute-intensive, driving the development of specialized AI …

Dense matrix multiply (MM) serves as one of the most heavily used kernels in deep learning applications. To cope with the high …

FPGAs have been widely deployed in public clouds, e.g., Amazon Web Services (AWS) and Huawei Cloud. However, simply offloading …

Compared to conventional general-purpose processors, accelerator-rich architectures (ARAs) can provide orders-of-magnitude performance …