Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs

21 November 2023

Papers citing "Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs"

3 / 3 papers shown

Title
HALO: Hardware-aware quantization with low critical-path-delay weights for LLM acceleration Rohan Juneja Shivam Aggarwal Safeen Huda Tulika Mitra L. Peh 42 0 0 27 Feb 2025
DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference Yujie Zhang Shivam Aggarwal T. Mitra MoE 72 0 0 16 Dec 2024
A2Q+: Improving Accumulator-Aware Weight Quantization Ian Colbert Alessandro Pappalardo Jakoba Petri-Koenig Yaman Umuroglu MQ 21 4 0 19 Jan 2024