High Performance Im2win and Direct Convolutions using Three Tensor Layouts on SIMD Architectures

Xiang Fu, Xinpeng Zhang, Jixiang Ma +3

Convolution is the core component within deep neural networks and it is computationally intensive and time consuming. Tensor data layouts significantly impact convolution operation…