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authorChristian Ulmann <christianulmann@gmail.com>2024-04-19 13:46:10 +0200
committerGitHub <noreply@github.com>2024-04-19 13:46:10 +0200
commitdf411fbac60825d07090ce17391db7606d8400f1 (patch)
treed9457926d8f26b63a1d13f061ab088bdc681a374
parent4d7f3d9e0fb8cf9a4db6aa73c4fcb21bae98ef3a (diff)
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[MLIR][DataLayout] Add support for scalable vectors (#89349)
This commit extends the data layout to support scalable vectors. For scalable vectors, the `TypeSize`'s scalable field is set accordingly, and the alignment information remains the same as for normal vectors. This behavior is in sync with what LLVM's data layout queries are producing. Before this change, scalable vectors incorrectly returned the same size as "normal" vectors.
-rw-r--r--mlir/lib/Interfaces/DataLayoutInterfaces.cpp15
-rw-r--r--mlir/test/Interfaces/DataLayoutInterfaces/query.mlir12
-rw-r--r--mlir/test/lib/Dialect/DLTI/TestDataLayoutQuery.cpp17
3 files changed, 36 insertions, 8 deletions
diff --git a/mlir/lib/Interfaces/DataLayoutInterfaces.cpp b/mlir/lib/Interfaces/DataLayoutInterfaces.cpp
index e93a9ef..15cfb3d 100644
--- a/mlir/lib/Interfaces/DataLayoutInterfaces.cpp
+++ b/mlir/lib/Interfaces/DataLayoutInterfaces.cpp
@@ -75,10 +75,12 @@ mlir::detail::getDefaultTypeSizeInBits(Type type, const DataLayout &dataLayout,
// there is no bit-packing at the moment element sizes are taken in bytes and
// multiplied with 8 bits.
// TODO: make this extensible.
- if (auto vecType = dyn_cast<VectorType>(type))
- return vecType.getNumElements() / vecType.getShape().back() *
- llvm::PowerOf2Ceil(vecType.getShape().back()) *
- dataLayout.getTypeSize(vecType.getElementType()) * 8;
+ if (auto vecType = dyn_cast<VectorType>(type)) {
+ uint64_t baseSize = vecType.getNumElements() / vecType.getShape().back() *
+ llvm::PowerOf2Ceil(vecType.getShape().back()) *
+ dataLayout.getTypeSize(vecType.getElementType()) * 8;
+ return llvm::TypeSize::get(baseSize, vecType.isScalable());
+ }
if (auto typeInterface = dyn_cast<DataLayoutTypeInterface>(type))
return typeInterface.getTypeSizeInBits(dataLayout, params);
@@ -138,9 +140,10 @@ getFloatTypeABIAlignment(FloatType fltType, const DataLayout &dataLayout,
uint64_t mlir::detail::getDefaultABIAlignment(
Type type, const DataLayout &dataLayout,
ArrayRef<DataLayoutEntryInterface> params) {
- // Natural alignment is the closest power-of-two number above.
+ // Natural alignment is the closest power-of-two number above. For scalable
+ // vectors, aligning them to the same as the base vector is sufficient.
if (isa<VectorType>(type))
- return llvm::PowerOf2Ceil(dataLayout.getTypeSize(type));
+ return llvm::PowerOf2Ceil(dataLayout.getTypeSize(type).getKnownMinValue());
if (auto fltType = dyn_cast<FloatType>(type))
return getFloatTypeABIAlignment(fltType, dataLayout, params);
diff --git a/mlir/test/Interfaces/DataLayoutInterfaces/query.mlir b/mlir/test/Interfaces/DataLayoutInterfaces/query.mlir
index d3bc913..5df3255 100644
--- a/mlir/test/Interfaces/DataLayoutInterfaces/query.mlir
+++ b/mlir/test/Interfaces/DataLayoutInterfaces/query.mlir
@@ -32,6 +32,18 @@ func.func @no_layout_builtin() {
// CHECK: preferred = 8
// CHECK: size = 8
"test.data_layout_query"() : () -> index
+ // CHECK: alignment = 16
+ // CHECK: bitsize = 128
+ // CHECK: index = 0
+ // CHECK: preferred = 16
+ // CHECK: size = 16
+ "test.data_layout_query"() : () -> vector<4xi32>
+ // CHECK: alignment = 16
+ // CHECK: bitsize = {minimal_size = 128 : index, scalable}
+ // CHECK: index = 0
+ // CHECK: preferred = 16
+ // CHECK: size = {minimal_size = 16 : index, scalable}
+ "test.data_layout_query"() : () -> vector<[4]xi32>
return
}
diff --git a/mlir/test/lib/Dialect/DLTI/TestDataLayoutQuery.cpp b/mlir/test/lib/Dialect/DLTI/TestDataLayoutQuery.cpp
index a4464bb..84f45b3 100644
--- a/mlir/test/lib/Dialect/DLTI/TestDataLayoutQuery.cpp
+++ b/mlir/test/lib/Dialect/DLTI/TestDataLayoutQuery.cpp
@@ -46,9 +46,22 @@ struct TestDataLayoutQuery
Attribute programMemorySpace = layout.getProgramMemorySpace();
Attribute globalMemorySpace = layout.getGlobalMemorySpace();
uint64_t stackAlignment = layout.getStackAlignment();
+
+ auto convertTypeSizeToAttr = [&](llvm::TypeSize typeSize) -> Attribute {
+ if (!typeSize.isScalable())
+ return builder.getIndexAttr(typeSize);
+
+ return builder.getDictionaryAttr({
+ builder.getNamedAttr("scalable", builder.getUnitAttr()),
+ builder.getNamedAttr(
+ "minimal_size",
+ builder.getIndexAttr(typeSize.getKnownMinValue())),
+ });
+ };
+
op->setAttrs(
- {builder.getNamedAttr("size", builder.getIndexAttr(size)),
- builder.getNamedAttr("bitsize", builder.getIndexAttr(bitsize)),
+ {builder.getNamedAttr("size", convertTypeSizeToAttr(size)),
+ builder.getNamedAttr("bitsize", convertTypeSizeToAttr(bitsize)),
builder.getNamedAttr("alignment", builder.getIndexAttr(alignment)),
builder.getNamedAttr("preferred", builder.getIndexAttr(preferred)),
builder.getNamedAttr("index", builder.getIndexAttr(index)),