49 citations · 132 across the 13 of their papers we have counts for
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cs.NE2023
Im2win: Memory Efficient Convolution On SIMD Architectures
Shuai Lu, Jun Chu, Xu T. Liu
Convolution is the most expensive operation among neural network operations, thus its performance is critical to the overall performance of neural networks. Commonly used convoluti…
cs.NE2023
Im2win: An Efficient Convolution Paradigm on GPU
Shuai Lu, Jun Chu, Luanzheng Guo +1
Convolution is the most time-consuming operation in deep neural network operations, so its performance is critical to the overall performance of the neural network. The commonly us…