EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators

Lois Orosa, Skanda Koppula, Yaman Umuroglu +5

Dilated and transposed convolutions are widely used in modern convolutional neural networks (CNNs). These kernels are used extensively during CNN training and inference of applicat…