[Relax] Validate StructInfo annotations in well-formed check#17331
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yongwww merged 3 commits intoapache:mainfrom Sep 19, 2024
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[Relax] Validate StructInfo annotations in well-formed check#17331yongwww merged 3 commits intoapache:mainfrom
yongwww merged 3 commits intoapache:mainfrom
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Prior to this commit, the Relax well-formed checker verified that each expression had a non-null `StructInfo` annotation, but did not perform any validation on the contents of the `StructInfo` annotation. This commit updates the Relax well-formed check to verify that the `StructInfo` annotations are accurate by comparing against the `StructInfo` that would be inferred for an expression. (This only requires that the information is accurate, not that it is complete. For example, an expression that is inferred to be `R.Tensor(shape=[128,8], dtype="float32")` may have annotation of `R.Tensor(ndim=2, dtype="float32"`, but may not have an annotation of `R.Tensor(shape=[128,8], dtype="int32")`.)
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Prior to this commit, the Relax well-formed checker verified that each expression had a non-null
StructInfoannotation, but did not perform any validation on the contents of theStructInfoannotation.This commit updates the Relax well-formed check to verify that the
StructInfoannotations are accurate by comparing against theStructInfothat would be inferred for an expression. (This only requires that the information is accurate, not that it is complete. For example, an expression that is inferred to beR.Tensor(shape=[128,8], dtype="float32")may have annotation ofR.Tensor(ndim=2, dtype="float32", but may not have an annotation ofR.Tensor(shape=[128,8], dtype="int32").)