[TIR] Tuple Reduction Support in CreatePrimFunc#10671
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Hzfengsy merged 4 commits intoapache:mainfrom Mar 22, 2022
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CC: @Hzfengsy Please review :-) |
Hzfengsy
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* initial * assert structural equal test
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Thanks @hypercubestart @MasterJH5574 for getting the support for tuple reduction in CreatePrimFunc!! |
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* [CreatePrimFunc] Support multi-source ReduceNode (apache#64) * initial * assert structural equal test * Enhancement and tests * Fix dtype * Docs Co-authored-by: Andrew Liu <andrewlliu@gmail.com>
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* [CreatePrimFunc] Support multi-source ReduceNode (#64) * initial * assert structural equal test * Enhancement and tests * Fix dtype * Docs Co-authored-by: Andrew Liu <andrewlliu@gmail.com>
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This PR adds the support of tuple reduction in
CreatePrimFunc(..).Prior to this PR,
CreatePrimFunc(..)errored out when the inputReduceNodereduces on tuples.With this PR,
CreatePrimFunc(..)generates TIR blocks with correctness guarantees (under the help ofLetStmt) when encountering suchReduceNodes. Please refer to the new unit tests for detailed generated TIR functions :-)cc @hypercubestart @junrushao1994 @Hzfengsy @tqchen
Co-authored-by: Andrew Liu andrewlliu@gmail.com