[llvm-dev] Represent Fortran alias information in LLVM IR
Kelvin Li via llvm-dev
llvm-dev at lists.llvm.org
Tue Apr 14 11:21:00 PDT 2020
Hi,
We, IBM XL Fortran compiler team, is interested in representing Fortran
alias information in LLVM IR. We use the XL Fortran frontend to emit LLVM
IR that includes alias information to feed to the LLVM in order to create
object files. For the Fortran alias representation in LLVM IR, we
considered both TBAA and ScopeAlias/NoAlias metadata approaches, we think
that the ScopeAlias/NoAlias metadata is more appropriate for refined alias
information for Fortran. The XL Fortran frontend emits the alias info in
terms of what other symbols that a symbol alias to. We experiment a
scheme that represents the alias relation in terms of noalias and scope
alias metadata in LLVM IR. An example is shown in the attached slides and
the full .ll file for the example is also attached.
In this experiment, we observe that the performance gain varies from
workload to workload, and the extent can be from a few percent to 2X. The
compile time and the size of the IR increase as well.
We briefly investigated the possible causes of the long compile time and
the large IR size issues. For the compile-time performance, we observe:
- Each alias query (ScopedNoAliasAAResult::mayAliasInScopes) involves
partitioning a metadata set based on the domains of the metadata elements.
One possible solution is that pre-partitioning the metadata sets and
maintaining the partitions on updates can help.
- Intersection of noalias sets is O(n^2) as metadata elements do not have
any ordering. Defining some order on the elements can help significantly.
- Some optimizations do not scale well when the size of the working
instruction set increases, e.g. SCEV functions.
For the size of LLVM IR, the noalias metadata requires a flattened set of
metadata nodes. A hierarchical representation can reduce memory
footprint.
With these findings, we would like to start a thread to discuss how to
express Fortran alias in LLVM IR. Any comments and information regarding
any previous approaches are welcome.
Thanks,
Kelvin Li
Tarique Islam
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