GrateTile: Efficient Sparse Tensor Tiling for CNN Processing

no code implementations • 18 Sep 2020 • Yu-Sheng Lin, Hung Chang Lu, Yang-Bin Tsao, Yi-Min Chih, Wei-Chao Chen, Shao-Yi Chien

We propose GrateTile, an efficient, hardwarefriendly data storage scheme for sparse CNN feature maps (activations).