mirror of https://github.com/llvm/llvm-project.git synced 2025-04-17 19:46:41 +00:00

History

Diego Caballero c339f9e1c3 [mlir][Vector] Support masking for more contraction flavors

This patch adds masking support for more contraction flavors including those
with any combiner operation (add, mul, min, max, and, or, etc.) and
regular matmul contractions.

Combiner operations that are performing vertical reductions (and,
therefore, they are not represented with a horizontal reduction
operation) can be executed unmasked. However, the previous value of
the accumulator must be propagated for lanes that shouldn't accumulate.
We achieve this goal by introducing a select operation after the
accumulator to choose between the combined and the previous accumulator
value. This design decision is made to avoid introducing masking support
to all the arithmetic and logical operations in the Arith dialect. VP
intrinsics do not support pass-thru values either so we would have to
generate the same sequence when lowering to LLVM. The op + select
pattern is peepholed by some backend with native masking support for those
operations.

Consequently, this patch removes masking support from the vector.fma
operation to follow the same approach for all the combiner operations.

Reviewed By: ThomasRaoux

Differential Revision: https://reviews.llvm.org/D144239

2023-02-22 01:47:44 +00:00

benchmark/python

[mlir][sparse] Expose SparseTensor passes as enums instead of opaque numbers for vectorization and parallelization options.

2022-09-04 01:39:35 +00:00

cmake/modules

[cmake] Fix path to LLVMConfig.cmake for multi-config builds

2023-01-13 20:32:59 +01:00

docs

[docs] Make consistent between MLIR tutorial doc and example code

2023-02-12 06:17:01 +00:00

examples

[mlir][standalone] Extend sample with custom type