[ARITH] Enhance CanProve to handle symbolic bound #14523
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This PR enhances CanProve to handle symbolic bound. Such analysis is essential to eliminate predicates in dynamic shape workloads. We also the int set analysis singlepoint check to avoid recursion and improve the overall analysis speed. Added CanProveSinglePoint to serve previous stronger checks. The new CanProve comes with additinal strength argument that can only be used in top-level setting with stronger analysis. Added comment for future implementation efficiency. Testcases are added to cover the cases.
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…e#14523) (apache#175) This PR enhances CanProve to handle symbolic bound. Such analysis is essential to eliminate predicates in dynamic shape workloads. We also the int set analysis singlepoint check to avoid recursion and improve the overall analysis speed. Added CanProveSinglePoint to serve previous stronger checks. The new CanProve comes with additinal strength argument that can only be used in top-level setting with stronger analysis. Added comment for future implementation efficiency. Testcases are added to cover the cases. Co-authored-by: Tianqi Chen <tqchen@users.noreply.github.com>
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…e#14523) (apache#175) This PR enhances CanProve to handle symbolic bound. Such analysis is essential to eliminate predicates in dynamic shape workloads. We also the int set analysis singlepoint check to avoid recursion and improve the overall analysis speed. Added CanProveSinglePoint to serve previous stronger checks. The new CanProve comes with additinal strength argument that can only be used in top-level setting with stronger analysis. Added comment for future implementation efficiency. Testcases are added to cover the cases. Co-authored-by: Tianqi Chen <tqchen@users.noreply.github.com>
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This PR enhances CanProve to handle symbolic bound.
Such analysis is essential to eliminate predicates in
dynamic shape workloads.
We also the int set analysis singlepoint check to avoid recursion
and improve the overall analysis speed.
Added CanProveSinglePoint to serve previous stronger checks.
The new CanProve comes with additinal strength argument
that can only be used in top-level setting with stronger analysis.
Added comment for future implementation efficiency.
Testcases are added to cover the cases.