Dynamic Early Terminating of Multiply Accumulate Operations for Saving Computation Cost in Convolutional Neural Networks

no code implementations • ICLR 2019 • Yu-Yi Su, Yung-Chih Chen, Xiang-Xiu Wu, Shih-Chieh Chang

We propose to set a checkpoint in the MAC process to determine whether a filter could terminate early based on the intermediate result.