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[CINN] Add FactorizeReduction schedule primitive (#57777)
Add FactorizeReduction schedule primitive. The difference between FactorizeReduction primitive and the original RFactor primitive are: FactorizeReduction supports complex iters_value subscript, which means that FactorizeReduction can be used after using primitives such as Fuse and Split, and RFactor does not support this. FactorizeReduction does not change the order of the original loop, while RFactor may have an implicit Reorder. FactorizeReduction supports the transformation of one reduce block in a complex AST, while RFactor only supports the case where the AST is entirely composed of one reduce block.
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