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Yep, that's the right thing to do. We have a follow-up paper out now where we dive deeper into the tradeoffs for higher-order decompositions (focusing on the fixed FFT case, but many of the insights apply to the general case as well): https://github.com/HazyResearch/flash-fft-conv
What should I do if the √N is not an integer?
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