Shail Dave

dMazeRunner: Optimizing Convolutions on Dataflow Accelerators

Convolution neural networks (CNNs) can be efficiently executed on dataflow accelerators. However, the vast space of executing convolutions on computational and memory resources of accelerators makes difficult for programmers to automatically and efficiently accelerate the convolutions and for archit…