Optimizing Depthwise Separable Convolution Operations on GPUs - Lu, Gangzhao; Zhang, Weizhe; Wang, Zheng (IEEE transactions on parallel and distributed systems, 2022)
Keywords: Algorithms; Artificial neural networks; Computer architecture; Convolution; depthwise; Floating point arithmetic; GPU utilization; Graphics processing units; Inference; Instruction sets; Kernel; memory optimization; Network latency; Performance optimization; pointwise; Registers; Training; Two dimensional models