End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs

no code implementations • 13 Apr 2023 • Javier Campos, Zhen Dong, Javier Duarte, Amir Gholami, Michael W. Mahoney, Jovan Mitrevski, Nhan Tran

We develop an end-to-end workflow for the training and implementation of co-designed neural networks (NNs) for efficient field-programmable gate array (FPGA) and application-specific integrated circuit (ASIC) hardware.

Quantization