5 Commits

Author SHA1 Message Date
donald chen
b6603e1bf1
[mlir] [dataflow] Refactoring the definition of program points in data flow analysis (#105656)
This patch distinguishes between program points and lattice anchors in
data flow analysis, where lattice anchors represent locations where a
lattice can be attached, while program points denote points in program
execution.

Related discussions:
https://discourse.llvm.org/t/rfc-unify-the-semantics-of-program-points/80671/8
2024-08-25 19:21:47 +08:00
Ivan Butygin
15e915a44f
[mlir][dataflow] Propagate errors from visitOperation (#105448)
Base `DataFlowAnalysis::visit` returns `LogicalResult`, but wrappers's
Sparse/Dense/Forward/Backward `visitOperation` doesn't.

Sometimes it's needed to abort solver early if some unrecoverable
condition detected inside analysis.

Update `visitOperation` to return `LogicalResult` and propagate it to
`solver.initializeAndRun()`. Only `visitOperation` is updated for now,
it's possible to update other hooks like `visitNonControlFlowArguments`,
bit it's not needed immediately and let's keep this PR small.

Hijacked `UnderlyingValueAnalysis` test analysis to test it.
2024-08-22 12:16:03 +03:00
Oleksandr "Alex" Zinenko
32a4e3fcca
[mlir] support non-interprocedural dataflow analyses (#75583)
The core implementation of the dataflow anlysis framework is
interpocedural by design. While this offers better analysis precision,
it also comes with additional cost as it takes longer for the analysis
to reach the fixpoint state. Add a configuration mechanism to the
dataflow solver to control whether it operates inteprocedurally or not
to offer clients a choice.

As a positive side effect, this change also adds hooks for explicitly
processing external/opaque function calls in the dataflow analyses,
e.g., based off of attributes present in the the function declaration or
call operation such as alias scopes and modref available in the LLVM
dialect.

This change should not affect existing analyses and the default solver
configuration remains interprocedural.

Co-authored-by: Jacob Peng <jacobmpeng@gmail.com>
2023-12-18 14:16:52 +01:00
Alex Zinenko
b2b7efb96d [mlir] NFC: rename XDataFlowAnalysis to XForwardDataFlowAnalysis
This makes naming consisnt with XBackwardDataFlowAnalysis.

Reviewed By: Mogball, phisiart

Differential Revision: https://reviews.llvm.org/D155930
2023-07-27 11:11:40 +00:00
Alex Zinenko
8a918c54bb [mlir] add backward dense dataflow analysis
This is the counterpart to the forward dense dataflow analysis and
integrates into the dataflow framework. The implementation follows the
structure of existing dataflow analyses.

Reviewed By: Mogball, phisiart

Differential Revision: https://reviews.llvm.org/D154713
2023-07-11 16:47:53 +00:00