add common conv depthwise optimization #9318
Merged
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PR types
Performance optimization
PR changes
Others
Describe
此pr目的是优化stride不相等,dilation不为1,kernel size 不为 3x3 5x5等特殊depthwise conv,之前的做法是转换成矩阵乘计算,有多少group就调用多少次img2col,效率低下。本pr的优化采用直接计算的方式,性能比矩阵乘有显著提升,部分性能数据如下: