3 Commits

Author SHA1 Message Date
Maksim Levental
f904cdd6c3
[mlir][NFC] update mlir/Dialect create APIs (24/n) (#149931)
See https://github.com/llvm/llvm-project/pull/147168 for more info.
2025-07-22 08:16:15 -04:00
Kazu Hirata
c06d3a7b72
[mlir] Remove unused includes (NFC) (#148769)
These are identified by misc-include-cleaner.  I've filtered out those
that break builds.  Also, I'm staying away from llvm-config.h,
config.h, and Compiler.h, which likely cause platform- or
compiler-specific build failures.
2025-07-14 22:19:23 -07:00
Benjamin Maxwell
9b06e25e73
[mlir][vector] Add mask elimination transform (#99314)
This adds a new transform `eliminateVectorMasks()` which aims at
removing scalable `vector.create_masks` that will be all-true at
runtime. It attempts to do this by simply pattern-matching the mask
operands (similar to some canonicalizations), if that does not lead to
an answer (is all-true? yes/no), then value bounds analysis will be used
to find the lower bound of the unknown operands. If the lower bound is
>= to the corresponding mask vector type dim, then that dimension of the
mask is all true.

Note that the pattern matching prevents expensive value-bounds analysis
in cases where the mask won't be all true.

For example:
```mlir
%mask = vector.create_mask %dynamicValue, %c2 : vector<8x4xi1>
```
From looking at `%c2` we can tell this is not going to be an all-true
mask, so we don't need to run the value-bounds analysis for
`%dynamicValue` (and can exit the transform early).

Note: Eliminating create_masks here means replacing them with all-true
constants (which will then lead to the masks folding away).
2024-08-09 10:51:49 +01:00