Trainable Fixed-Point Quantization for Deep Learning Acceleration on FPGAs

no code implementations • 31 Jan 2024 • Dingyi Dai, Yichi Zhang, Jiahao Zhang, Zhanqiu Hu, Yaohui Cai, Qi Sun, Zhiru Zhang

Quantization is a crucial technique for deploying deep learning models on resource-constrained devices, such as embedded FPGAs.

Quantization