BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays

Jianchao Yang, Mei Wen, Junzhong Shen +5

State-of-the-art systolic array-based accelerators adopt the traditional im2col algorithm to accelerate the inference of convolutional layers. However, traditional im2col cannot ef…