Bitwidth-Specific Logarithmic Arithmetic for Future Hardware-Accelerated Training

Hassan Hamad, Yuou Qiu, Peter A. Beerel +1

While advancements in quantization have significantly reduced the computational costs of inference in deep learning, training still predominantly relies on complex floating-point a…