[mlir][SVE] Add an e2e test for vectorization of linalg.matmul #69592
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@llvm/pr-subscribers-mlir-vector @llvm/pr-subscribers-mlir-llvm Author: Andrzej Warzyński (banach-space) Changes
Patch is 51.15 KiB, truncated to 20.00 KiB below, full version: https://github.com/llvm/llvm-project/pull/69592.diff 18 Files Affected:
diff --git a/mlir/include/mlir/Conversion/LLVMCommon/PrintCallHelper.h b/mlir/include/mlir/Conversion/LLVMCommon/PrintCallHelper.h
new file mode 100644
index 000000000000000..7e26858589f2756
--- /dev/null
+++ b/mlir/include/mlir/Conversion/LLVMCommon/PrintCallHelper.h
@@ -0,0 +1,36 @@
+
+//===- PrintCallHelper.h - LLVM Interfaces ----------------------*- 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_LLVMIR_PRINTCALLHELPER_H_
+#define MLIR_DIALECT_LLVMIR_PRINTCALLHELPER_H_
+
+#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
+#include "llvm/ADT/StringRef.h"
+
+namespace mlir {
+
+class Location;
+class ModuleOp;
+class OpBuilder;
+class Operation;
+class Type;
+class ValueRange;
+class LLVMTypeConverter;
+
+namespace LLVM {
+
+/// Generate IR that prints the given string to stdout.
+void createPrintStrCall(OpBuilder &builder, Location loc, ModuleOp moduleOp,
+ StringRef symbolName, StringRef string,
+ const LLVMTypeConverter &typeConverter);
+} // namespace LLVM
+
+} // namespace mlir
+
+#endif
diff --git a/mlir/include/mlir/Dialect/ArmSVE/CMakeLists.txt b/mlir/include/mlir/Dialect/ArmSVE/CMakeLists.txt
index f33061b2d87cffc..9f57627c321fb0c 100644
--- a/mlir/include/mlir/Dialect/ArmSVE/CMakeLists.txt
+++ b/mlir/include/mlir/Dialect/ArmSVE/CMakeLists.txt
@@ -1 +1,2 @@
add_subdirectory(IR)
+add_subdirectory(Transforms)
diff --git a/mlir/include/mlir/Dialect/ArmSVE/Transforms/CMakeLists.txt b/mlir/include/mlir/Dialect/ArmSVE/Transforms/CMakeLists.txt
new file mode 100644
index 000000000000000..7226642daf86172
--- /dev/null
+++ b/mlir/include/mlir/Dialect/ArmSVE/Transforms/CMakeLists.txt
@@ -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)
diff --git a/mlir/include/mlir/Dialect/ArmSVE/Transforms/Passes.h b/mlir/include/mlir/Dialect/ArmSVE/Transforms/Passes.h
new file mode 100644
index 000000000000000..317fb9021b3c577
--- /dev/null
+++ b/mlir/include/mlir/Dialect/ArmSVE/Transforms/Passes.h
@@ -0,0 +1,33 @@
+//===- 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 the types of mask stores.
+std::unique_ptr<Pass> createLegalizeVectorStoragePass();
+
+//===----------------------------------------------------------------------===//
+// 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
diff --git a/mlir/include/mlir/Dialect/ArmSVE/Transforms/Passes.td b/mlir/include/mlir/Dialect/ArmSVE/Transforms/Passes.td
new file mode 100644
index 000000000000000..35c49607181da0c
--- /dev/null
+++ b/mlir/include/mlir/Dialect/ArmSVE/Transforms/Passes.td
@@ -0,0 +1,67 @@
+//===-- 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 fixes 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.
+
+ 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
diff --git a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
index 2df2fe4c5ce8e9c..2b60055ca9db94b 100644
--- a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
+++ b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
@@ -26,6 +26,7 @@ include "mlir/Interfaces/InferTypeOpInterface.td"
include "mlir/Interfaces/SideEffectInterfaces.td"
include "mlir/Interfaces/VectorInterfaces.td"
include "mlir/Interfaces/ViewLikeInterface.td"
+include "mlir/IR/BuiltinAttributes.td"
// TODO: Add an attribute to specify a different algebra with operators other
// than the current set: {*, +}.
@@ -2476,12 +2477,18 @@ def Vector_TransposeOp :
}
def Vector_PrintOp :
- Vector_Op<"print", []>,
+ Vector_Op<"print", [
+ PredOpTrait<
+ "`source` or `punctuation` are not set printing strings",
+ CPred<"!getStringLiteral() || (!getSource() && getPunctuation() == PrintPunctuation::NewLine)">
+ >,
+ ]>,
Arguments<(ins Optional<Type<Or<[
AnyVectorOfAnyRank.predicate,
AnyInteger.predicate, Index.predicate, AnyFloat.predicate
]>>>:$source, DefaultValuedAttr<Vector_PrintPunctuation,
- "::mlir::vector::PrintPunctuation::NewLine">:$punctuation)
+ "::mlir::vector::PrintPunctuation::NewLine">:$punctuation,
+ OptionalAttr<Builtin_StringAttr>:$stringLiteral)
> {
let summary = "print operation (for testing and debugging)";
let description = [{
@@ -2520,6 +2527,13 @@ def Vector_PrintOp :
```mlir
vector.print punctuation <newline>
```
+
+ Additionally, to aid with debugging and testing `vector.print` can also
+ print constant strings:
+
+ ```mlir
+ vector.print str "Hello, World!"
+ ```
}];
let extraClassDeclaration = [{
Type getPrintType() {
@@ -2528,11 +2542,26 @@ def Vector_PrintOp :
}];
let builders = [
OpBuilder<(ins "PrintPunctuation":$punctuation), [{
- build($_builder, $_state, {}, punctuation);
+ build($_builder, $_state, {}, punctuation, {});
+ }]>,
+ OpBuilder<(ins "::mlir::Value":$source), [{
+ build($_builder, $_state, source, PrintPunctuation::NewLine);
+ }]>,
+ OpBuilder<(ins "::mlir::Value":$source, "PrintPunctuation":$punctuation), [{
+ build($_builder, $_state, source, punctuation, {});
+ }]>,
+ OpBuilder<(ins "::llvm::StringRef":$string), [{
+ build($_builder, $_state, {}, PrintPunctuation::NewLine, $_builder.getStringAttr(string));
}]>,
];
- let assemblyFormat = "($source^ `:` type($source))? (`punctuation` $punctuation^)? attr-dict";
+ let assemblyFormat = [{
+ ($source^ `:` type($source))?
+ oilist(
+ `str` $stringLiteral
+ | `punctuation` $punctuation)
+ attr-dict
+ }];
}
//===----------------------------------------------------------------------===//
diff --git a/mlir/include/mlir/InitAllPasses.h b/mlir/include/mlir/InitAllPasses.h
index 5489a13a8040bdb..7301905954f56d8 100644
--- a/mlir/include/mlir/InitAllPasses.h
+++ b/mlir/include/mlir/InitAllPasses.h
@@ -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"
@@ -82,6 +83,7 @@ inline void registerAllPasses() {
transform::registerTransformPasses();
vector::registerVectorPasses();
arm_sme::registerArmSMEPasses();
+ arm_sve::registerArmSVEPasses();
// Dialect pipelines
bufferization::registerBufferizationPipelines();
diff --git a/mlir/lib/Conversion/ControlFlowToLLVM/ControlFlowToLLVM.cpp b/mlir/lib/Conversion/ControlFlowToLLVM/ControlFlowToLLVM.cpp
index a4f146bbe475cc6..6b7647b038f1d94 100644
--- a/mlir/lib/Conversion/ControlFlowToLLVM/ControlFlowToLLVM.cpp
+++ b/mlir/lib/Conversion/ControlFlowToLLVM/ControlFlowToLLVM.cpp
@@ -16,6 +16,7 @@
#include "mlir/Conversion/ConvertToLLVM/ToLLVMInterface.h"
#include "mlir/Conversion/LLVMCommon/ConversionTarget.h"
#include "mlir/Conversion/LLVMCommon/Pattern.h"
+#include "mlir/Conversion/LLVMCommon/PrintCallHelper.h"
#include "mlir/Conversion/LLVMCommon/VectorPattern.h"
#include "mlir/Dialect/ControlFlow/IR/ControlFlowOps.h"
#include "mlir/Dialect/LLVMIR/FunctionCallUtils.h"
@@ -36,51 +37,6 @@ using namespace mlir;
#define PASS_NAME "convert-cf-to-llvm"
-static std::string generateGlobalMsgSymbolName(ModuleOp moduleOp) {
- std::string prefix = "assert_msg_";
- int counter = 0;
- while (moduleOp.lookupSymbol(prefix + std::to_string(counter)))
- ++counter;
- return prefix + std::to_string(counter);
-}
-
-/// Generate IR that prints the given string to stderr.
-static void createPrintMsg(OpBuilder &builder, Location loc, ModuleOp moduleOp,
- StringRef msg,
- const LLVMTypeConverter &typeConverter) {
- auto ip = builder.saveInsertionPoint();
- builder.setInsertionPointToStart(moduleOp.getBody());
- MLIRContext *ctx = builder.getContext();
-
- // Create a zero-terminated byte representation and allocate global symbol.
- SmallVector<uint8_t> elementVals;
- elementVals.append(msg.begin(), msg.end());
- elementVals.push_back(0);
- auto dataAttrType = RankedTensorType::get(
- {static_cast<int64_t>(elementVals.size())}, builder.getI8Type());
- auto dataAttr =
- DenseElementsAttr::get(dataAttrType, llvm::ArrayRef(elementVals));
- auto arrayTy =
- LLVM::LLVMArrayType::get(IntegerType::get(ctx, 8), elementVals.size());
- std::string symbolName = generateGlobalMsgSymbolName(moduleOp);
- auto globalOp = builder.create<LLVM::GlobalOp>(
- loc, arrayTy, /*constant=*/true, LLVM::Linkage::Private, symbolName,
- dataAttr);
-
- // Emit call to `printStr` in runtime library.
- builder.restoreInsertionPoint(ip);
- auto msgAddr = builder.create<LLVM::AddressOfOp>(
- loc, typeConverter.getPointerType(arrayTy), globalOp.getName());
- SmallVector<LLVM::GEPArg> indices(1, 0);
- Value gep = builder.create<LLVM::GEPOp>(
- loc, typeConverter.getPointerType(builder.getI8Type()), arrayTy, msgAddr,
- indices);
- Operation *printer = LLVM::lookupOrCreatePrintStrFn(
- moduleOp, typeConverter.useOpaquePointers());
- builder.create<LLVM::CallOp>(loc, TypeRange(), SymbolRefAttr::get(printer),
- gep);
-}
-
namespace {
/// Lower `cf.assert`. The default lowering calls the `abort` function if the
/// assertion is violated and has no effect otherwise. The failure message is
@@ -105,7 +61,8 @@ struct AssertOpLowering : public ConvertOpToLLVMPattern<cf::AssertOp> {
// Failed block: Generate IR to print the message and call `abort`.
Block *failureBlock = rewriter.createBlock(opBlock->getParent());
- createPrintMsg(rewriter, loc, module, op.getMsg(), *getTypeConverter());
+ LLVM::createPrintStrCall(rewriter, loc, module, "assert_msg", op.getMsg(),
+ *getTypeConverter());
if (abortOnFailedAssert) {
// Insert the `abort` declaration if necessary.
auto abortFunc = module.lookupSymbol<LLVM::LLVMFuncOp>("abort");
diff --git a/mlir/lib/Conversion/LLVMCommon/CMakeLists.txt b/mlir/lib/Conversion/LLVMCommon/CMakeLists.txt
index 091cd539f0ae014..568d9339aaabcb4 100644
--- a/mlir/lib/Conversion/LLVMCommon/CMakeLists.txt
+++ b/mlir/lib/Conversion/LLVMCommon/CMakeLists.txt
@@ -3,6 +3,7 @@ add_mlir_conversion_library(MLIRLLVMCommonConversion
LoweringOptions.cpp
MemRefBuilder.cpp
Pattern.cpp
+ PrintCallHelper.cpp
StructBuilder.cpp
TypeConverter.cpp
VectorPattern.cpp
diff --git a/mlir/lib/Conversion/LLVMCommon/PrintCallHelper.cpp b/mlir/lib/Conversion/LLVMCommon/PrintCallHelper.cpp
new file mode 100644
index 000000000000000..487abb435d10ad7
--- /dev/null
+++ b/mlir/lib/Conversion/LLVMCommon/PrintCallHelper.cpp
@@ -0,0 +1,66 @@
+
+//===- PrintCallHelper.cpp - LLVM Interfaces --------------------*- 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
+//
+//===----------------------------------------------------------------------===//
+
+#include "mlir/Conversion/LLVMCommon/PrintCallHelper.h"
+#include "mlir/Conversion/ConvertToLLVM/ToLLVMInterface.h"
+#include "mlir/Conversion/LLVMCommon/TypeConverter.h"
+#include "mlir/Dialect/LLVMIR/FunctionCallUtils.h"
+#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
+#include "mlir/IR/Builders.h"
+#include "mlir/IR/BuiltinOps.h"
+#include "llvm/ADT/ArrayRef.h"
+
+using namespace mlir;
+using namespace llvm;
+
+static std::string ensureSymbolNameIsUnique(ModuleOp moduleOp,
+ StringRef symbolName) {
+ static int counter = 0;
+ std::string uniqueName = std::string(symbolName);
+ while (moduleOp.lookupSymbol(uniqueName)) {
+ uniqueName = std::string(symbolName) + "_" + std::to_string(counter++);
+ }
+ return uniqueName;
+}
+
+void mlir::LLVM::createPrintStrCall(OpBuilder &builder, Location loc,
+ ModuleOp moduleOp, StringRef symbolName,
+ StringRef string,
+ const LLVMTypeConverter &typeConverter) {
+ auto ip = builder.saveInsertionPoint();
+ builder.setInsertionPointToStart(moduleOp.getBody());
+ MLIRContext *ctx = builder.getContext();
+
+ // Create a zero-terminated byte representation and allocate global symbol.
+ SmallVector<uint8_t> elementVals;
+ elementVals.append(string.begin(), string.end());
+ elementVals.push_back(0);
+ auto dataAttrType = RankedTensorType::get(
+ {static_cast<int64_t>(elementVals.size())}, builder.getI8Type());
+ auto dataAttr =
+ DenseElementsAttr::get(dataAttrType, llvm::ArrayRef(elementVals));
+ auto arrayTy =
+ LLVM::LLVMArrayType::get(IntegerType::get(ctx, 8), elementVals.size());
+ auto globalOp = builder.create<LLVM::GlobalOp>(
+ loc, arrayTy, /*constant=*/true, LLVM::Linkage::Private,
+ ensureSymbolNameIsUnique(moduleOp, symbolName), dataAttr);
+
+ // Emit call to `printStr` in runtime library.
+ builder.restoreInsertionPoint(ip);
+ auto msgAddr = builder.create<LLVM::AddressOfOp>(
+ loc, typeConverter.getPointerType(arrayTy), globalOp.getName());
+ SmallVector<LLVM::GEPArg> indices(1, 0);
+ Value gep = builder.create<LLVM::GEPOp>(
+ loc, typeConverter.getPointerType(builder.getI8Type()), arrayTy, msgAddr,
+ indices);
+ Operation *printer = LLVM::lookupOrCreatePrintStrFn(
+ moduleOp, typeConverter.useOpaquePointers());
+ builder.create<LLVM::CallOp>(loc, TypeRange(), SymbolRefAttr::get(printer),
+ gep);
+}
diff --git a/mlir/lib/Conversion/VectorToLLVM/ConvertVectorToLLVM.cpp b/mlir/lib/Conversion/VectorToLLVM/ConvertVectorToLLVM.cpp
index 8427d60f14c0bcc..4af58653c8227ae 100644
--- a/mlir/lib/Conversion/VectorToLLVM/ConvertVectorToLLVM.cpp
+++ b/mlir/lib/Conversion/VectorToLLVM/ConvertVectorToLLVM.cpp
@@ -9,6 +9,7 @@
#include "mlir/Conversion/VectorToLLVM/ConvertVectorToLLVM.h"
#include "mlir/Conversion/ArithCommon/AttrToLLVMConverter.h"
+#include "mlir/Conversion/LLVMCommon/PrintCallHelper.h"
#include "mlir/Conversion/LLVMCommon/TypeConverter.h"
#include "mlir/Conversion/LLVMCommon/VectorPattern.h"
#include "mlir/Dialect/Arith/IR/Arith.h"
@@ -1548,7 +1549,10 @@ class VectorPrintOpConversion : public ConvertOpToLLVMPattern<vector::PrintOp> {
}
auto punct = printOp.getPunctuation();
- if (punct != PrintPunctuation::NoPunctuation) {
+ if (auto stringLiteral = printOp.getStringLiteral()) {
+ LLVM::createPrintStrCall(rewriter, loc, parent, "vector_print_str",
+ *stringLiteral, *getTypeConverter());
+ } else if (punct != PrintPunctuation::NoPunctuation) {
emitCall(rewriter, printOp->getLoc(), [&] {
switch (punct) {
case PrintPunctuation::Close:
diff --git a/mlir/lib/Dialect/ArmSVE/Transforms/CMakeLists.txt b/mlir/lib/Dialect/ArmSVE/Transforms/CMakeLists.txt
index 2f1c43fae240d51..a70c489a51fea9a 100644
--- a/mlir/lib/Dialect/ArmSVE/Transforms/CMakeLists.txt
+++ b/mlir/lib/Dialect/ArmSVE/Transforms/CMakeLists.txt
@@ -1,8 +1,10 @@
add_mlir_dialect_library(MLIRArmSVETransforms
LegalizeForLLVMExport.cpp
+ LegalizeVectorStorage.cpp
DEPENDS
MLIRArmSVEConversionsIncGen
+ MLIRArmSVEPassIncGen
LINK_LIBS PUBLIC
MLIRArmSVEDialect
diff --git a/mlir/lib/Dialect/ArmSVE/Transforms/LegalizeVectorStorage.cpp b/mlir/lib/Dialect/ArmSVE/Transforms/LegalizeVectorStorage.cpp
new file mode 100644
index 000000000000000..610eb38089c4c88
--- /dev/null
+++ b/mlir/lib/Dialect/ArmSVE/Transforms/LegalizeVectorStorage.cpp
@@ -0,0 +1,310 @@
+//===- LegalizeVectorStorage.cpp - Ensures SVE loads/stores are legal -----===//
+//
+// 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
+//
+//===----------------------------------------------------------------------===//
+
+#include "mlir/Dialect/ArmSVE/IR/ArmSVEDialect.h"
+#include "mlir/Dialect/ArmSVE/Transforms/Passes.h"
+#include "mlir/Dialect/Func/IR/FuncOps.h"
+#include "mlir/Dialect/MemRef/IR/MemRef.h"
+#i...
[truncated]
|
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changed the title
|
NOTE: Only the latest commit belongs to this PR. |
MacDue
reviewed
Oct 19, 2023
MacDue
reviewed
Oct 19, 2023
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approved these changes
Oct 20, 2023
MacDue
approved these changes
Oct 23, 2023
| // Hence, when checking the outupt there will always be at least 4 elements | ||
| // in every row. For implementations with wider vectors, you should see more | ||
| // elements being printed. | ||
| // CHECK: [9.8596, 9.8596, 9.8596, 9.8596 |
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Suggested change
| // CHECK: [9.8596, 9.8596, 9.8596, 9.8596 | |
| // CHECK-NEXT: [9.8596, 9.8596, 9.8596, 9.8596 |
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The actual output is:
SVE: START OF TEST OUTPUT
Unranked Memref base@ = 0x5500237580 rank = 2 offset = 0 sizes = [2, 16] strides = [16, 1] data =
[[9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596],
[9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596, 9.8596]]
SVE: END OF TEST OUTPUTNot sure it's worth checking the 2nd line?
There was a problem hiding this comment.
Currently it's doing:
// CHECK-LABEL:
// CHECK:
// CHECK-NEXT:
But you could do:
// CHECK-LABEL:
// CHECK-NEXT:
// CHECK-NEXT:
And that'd work too, and be nice an aligned.
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👍🏻 Updated, will land shortly.
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Adds an end-2-end test for scalable vectorization of linalg.matmul. This is the most basic case where the dimension along which we vectorize fits perfectly within SVE registers. I will be extending this to more generic cases in the forthcoming patches. Depends on llvm#68794.
Use vector.print instead of @printCString
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#69592)" Broken bot: * https://lab.llvm.org/buildbot/#/builders/197/builds/10572 This reverts commit 64025b8.
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llvm#69592)" Broken bot: * https://lab.llvm.org/buildbot/#/builders/197/builds/10572 This reverts commit 64025b8.
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Adds an end-2-end test for scalable vectorization of linalg.matmul. This
is the most basic case where the dimension along which we vectorize fits
perfectly within SVE registers. I will be extending this to more generic
cases in the forthcoming patches.
Depends on #68794.