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ConceptWinograd

Winograd Convolution

A fast convolution algorithm that reduces the number of multiplications in standard convolution by approximately 2.25 times (in the 3×3 convolution case) through transformation. Many NPUs and DSPs provide hardware acceleration for it.

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Oct 27

Winograd convolution is a fast convolution algorithm that reduces the number of multiplications in standard convolution by about 2.25 times (in the 3×3 convolution case) through transforms, and many NPUs and DSPs have dedicated hardware support for it.

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