[mlir][ArmSME] Lower multi-tile stores to a single loop (#96187)
This adds a new pattern that can legalize a multi-tile transfer_write as
a single store loop. This is done as part of type decomposition as at
this level we know each tile write is disjoint, but that information is
lost after decomposition (without analysis to reconstruct it).
Example (pseudo-MLIR):
```
vector.transfer_write %vector, %dest[%y, %x], %mask
: vector<[16]x[8]xi16>, memref<?x?xi16>
```
Is rewritten to:
```
scf.for %slice_idx = %c0 to %c8_vscale step %c1 {
%upper_slice_mask = vector.extract %mask[%slice_idx] ─┐
: vector<[8]xi1> from vector<[16]x[8]xi1> |
%upper_slice = vector.extract %upper_tile[%slice_idx] |- Store upper tile
: vector<[8]xi16> from vector<[8]x[8]xi16> |
vector.transfer_write %upper_slice, |
%dest[%slice_idx + %y, %x], %upper_slice_mask |
: vector<[8]xi16>, memref<?x?xi16> ┘
%lower_slice_idx = %slice_idx + %c8_vscale ─┐
%lower_slice_mask = vector.extract %mask[%lower_slice_idx] |
: vector<[8]xi1> from vector<[16]x[8]xi1> |
%lower_slice = vector.extract %lower_tile[%slice_idx] |- Store lower
: vector<[8]xi16> from vector<[8]x[8]xi16> | tile
vector.transfer_write %lower_slice, |
%dest[%lower_slice_idx + %y, %x], %lower_slice_mask |
: vector<[8]xi16>, memref<?x?xi16> ┘
}
```Welcome to the LLVM project!
This repository contains the source code for LLVM, a toolkit for the construction of highly optimized compilers, optimizers, and run-time environments.
The LLVM project has multiple components. The core of the project is itself called “LLVM”. This contains all of the tools, libraries, and header files needed to process intermediate representations and convert them into object files. Tools include an assembler, disassembler, bitcode analyzer, and bitcode optimizer.
C-like languages use the Clang frontend. This component compiles C, C++, Objective-C, and Objective-C++ code into LLVM bitcode -- and from there into object files, using LLVM.
Other components include: the libc++ C++ standard library, the LLD linker, and more.
Consult the Getting Started with LLVM page for information on building and running LLVM.
For information on how to contribute to the LLVM project, please take a look at the Contributing to LLVM guide.
Join the LLVM Discourse forums, Discord chat, LLVM Office Hours or Regular sync-ups.
The LLVM project has adopted a code of conduct for participants to all modes of communication within the project.