Latency of dilated convolutions

Hi, I want to know something about the latency of dilated convolutions. I test the conv with kernel\_size 3, dilation d and the equivalent kernel\_size 2 \* d - 1 in pytorch. The results show that the latter is alway faster. Why? The dilated convolution has less computation and memory access.

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