Modern Trends In Floating-Point


The requirement to support real numbers in computers has existed for as long as computers themselves, yet has always been a more complicated challenge than it at first appears. Why? Because computer-based representations can only represent a finite subset of the continuum of real numbers. Consequently, they can only ever be considered an approximation – thereby demanding a diligent understand... » read more

Mixed-Precision DL Inference, Co-Designed With HW Accelerator DPU (Intel)


A new technical paper titled "StruM: Structured Mixed Precision for Efficient Deep Learning Hardware Codesign" was published by Intel. Abstract "In this paper, we propose StruM, a novel structured mixed-precision-based deep learning inference method, co-designed with its associated hardware accelerator (DPU), to address the escalating computational and memory demands of deep learning worklo... » read more