MINT: Dynamic-Precision CNN Inference with MSDF Digit-Serial Arithmetic on FPGA

Muhammad Usman, Malik Zohaib Nisar, Florian Aschauer +1

We present MINT, a dynamic-precision CNN inference accelerator based on left-to-right (LR) arithmetic. LR arithmetic computes in most-significant-digit-first manner and exposes use…