Skip to content

[mlir][ArmSVE] Add -arm-sve-legalize-vector-storage pass #68794

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 7 commits into from
Oct 26, 2023
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions mlir/include/mlir/Dialect/ArmSVE/CMakeLists.txt
Original file line number Diff line number Diff line change
@@ -1 +1,2 @@
add_subdirectory(IR)
add_subdirectory(Transforms)
5 changes: 5 additions & 0 deletions mlir/include/mlir/Dialect/ArmSVE/Transforms/CMakeLists.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
set(LLVM_TARGET_DEFINITIONS Passes.td)
mlir_tablegen(Passes.h.inc -gen-pass-decls -name ArmSVE)
add_public_tablegen_target(MLIRArmSVEPassIncGen)

add_mlir_doc(Passes ArmSVEPasses ./ -gen-pass-doc)
36 changes: 36 additions & 0 deletions mlir/include/mlir/Dialect/ArmSVE/Transforms/Passes.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,36 @@
//===- Passes.h - Pass Entrypoints ------------------------------*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//

#ifndef MLIR_DIALECT_ARMSVE_TRANSFORMS_PASSES_H
#define MLIR_DIALECT_ARMSVE_TRANSFORMS_PASSES_H

#include "mlir/Conversion/LLVMCommon/TypeConverter.h"
#include "mlir/Pass/Pass.h"

namespace mlir::arm_sve {

#define GEN_PASS_DECL
#include "mlir/Dialect/ArmSVE/Transforms/Passes.h.inc"

/// Pass to legalize Arm SVE vector storage.
std::unique_ptr<Pass> createLegalizeVectorStoragePass();

/// Collect a set of patterns to legalize Arm SVE vector storage.
void populateLegalizeVectorStoragePatterns(RewritePatternSet &patterns);

//===----------------------------------------------------------------------===//
// Registration
//===----------------------------------------------------------------------===//

/// Generate the code for registering passes.
#define GEN_PASS_REGISTRATION
#include "mlir/Dialect/ArmSVE/Transforms/Passes.h.inc"

} // namespace mlir::arm_sve

#endif // MLIR_DIALECT_ARMSVE_TRANSFORMS_PASSES_H
68 changes: 68 additions & 0 deletions mlir/include/mlir/Dialect/ArmSVE/Transforms/Passes.td
Original file line number Diff line number Diff line change
@@ -0,0 +1,68 @@
//===-- Passes.td - ArmSVE pass definition file ------------*- tablegen -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//

#ifndef MLIR_DIALECT_ARMSVE_TRANSFORMS_PASSES_TD
#define MLIR_DIALECT_ARMSVE_TRANSFORMS_PASSES_TD

include "mlir/Pass/PassBase.td"

def LegalizeVectorStorage
: Pass<"arm-sve-legalize-vector-storage", "mlir::func::FuncOp"> {
let summary = "Ensures stores of SVE vector types will be legal";
let description = [{
This pass ensures that loads, stores, and allocations of SVE vector types
will be legal in the LLVM backend. It does this at the memref level, so this
pass must be applied before lowering all the way to LLVM.

This pass currently addresses two issues.

## Loading and storing predicate types

It is only legal to load/store predicate types equal to (or greater than) a
full predicate register, which in MLIR is `vector<[16]xi1>`. Smaller
predicate types (`vector<[1|2|4|8]xi1>`) must be converted to/from a full
predicate type (referred to as a `svbool`) before and after storing and
loading respectively. This pass does this by widening allocations and
inserting conversion intrinsics. Note: Non-powers-of-two masks (e.g.
`vector<[7]xi1>`), which are not SVE predicates, are ignored.

For example:

```mlir
%alloca = memref.alloca() : memref<vector<[4]xi1>>
%mask = vector.constant_mask [4] : vector<[4]xi1>
memref.store %mask, %alloca[] : memref<vector<[4]xi1>>
%reload = memref.load %alloca[] : memref<vector<[4]xi1>>
```
Becomes:
```mlir
%alloca = memref.alloca() {alignment = 1 : i64} : memref<vector<[16]xi1>>
%mask = vector.constant_mask [4] : vector<[4]xi1>
%svbool = arm_sve.convert_to_svbool %mask : vector<[4]xi1>
memref.store %svbool, %alloca[] : memref<vector<[16]xi1>>
%reload_svbool = memref.load %alloca[] : memref<vector<[16]xi1>>
%reload = arm_sve.convert_from_svbool %reload_svbool : vector<[4]xi1>
```

## Relax alignments for SVE vector allocas

The storage for SVE vector types only needs to have an alignment that
matches the element type (for example 4 byte alignment for `f32`s). However,
the LLVM backend currently defaults to aligning to `base size` x
`element size` bytes. For non-legal vector types like `vector<[8]xf32>` this
results in 8 x 4 = 32-byte alignment, but the backend only supports up to
16-byte alignment for SVE vectors on the stack. Explicitly setting a smaller
alignment prevents this issue.
}];
let constructor = "mlir::arm_sve::createLegalizeVectorStoragePass()";
let dependentDialects = ["func::FuncDialect",
"memref::MemRefDialect", "vector::VectorDialect",
"arm_sve::ArmSVEDialect"];
}

#endif // MLIR_DIALECT_ARMSVE_TRANSFORMS_PASSES_TD
2 changes: 2 additions & 0 deletions mlir/include/mlir/InitAllPasses.h
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,7 @@
#include "mlir/Dialect/Affine/Passes.h"
#include "mlir/Dialect/Arith/Transforms/Passes.h"
#include "mlir/Dialect/ArmSME/Transforms/Passes.h"
#include "mlir/Dialect/ArmSVE/Transforms/Passes.h"
#include "mlir/Dialect/Async/Passes.h"
#include "mlir/Dialect/Bufferization/Pipelines/Passes.h"
#include "mlir/Dialect/Bufferization/Transforms/Passes.h"
Expand Down Expand Up @@ -82,6 +83,7 @@ inline void registerAllPasses() {
transform::registerTransformPasses();
vector::registerVectorPasses();
arm_sme::registerArmSMEPasses();
arm_sve::registerArmSVEPasses();

// Dialect pipelines
bufferization::registerBufferizationPipelines();
Expand Down
2 changes: 2 additions & 0 deletions mlir/lib/Dialect/ArmSVE/Transforms/CMakeLists.txt
Original file line number Diff line number Diff line change
@@ -1,8 +1,10 @@
add_mlir_dialect_library(MLIRArmSVETransforms
LegalizeForLLVMExport.cpp
LegalizeVectorStorage.cpp

DEPENDS
MLIRArmSVEConversionsIncGen
MLIRArmSVEPassIncGen

LINK_LIBS PUBLIC
MLIRArmSVEDialect
Expand Down
Loading