HGQ: High Granularity Quantization for Real-time Neural Networks on FPGAs

Chang Sun, Zhiqiang Que, Thea Aarrestad, Vladimir Loncar, Jennifer Ngadiuba, Wayne Luk, Maria Spiropulu. HGQ: High Granularity Quantization for Real-time Neural Networks on FPGAs. In Jing Li 0073, Grace Zgheib, editors, Proceedings of the 2026 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, FPGA 2026, Seaside, CA, USA, February 22-24, 2026. pages 79-91, ACM, 2026. [doi]

Abstract

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