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[mlir][Vector] Move vector.insert canonicalizers for DenseElementsAttr to folders
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3 files changed

+63
-83
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3 files changed

+63
-83
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‎mlir/lib/Dialect/Vector/IR/VectorOps.cpp

Lines changed: 54 additions & 65 deletions
Original file line numberDiff line numberDiff line change
@@ -3013,94 +3013,78 @@ class InsertSplatToSplat final : public OpRewritePattern<InsertOp> {
30133013
}
30143014
};
30153015

3016-
// Pattern to rewrite a InsertOp(ConstantOp into ConstantOp) -> ConstantOp.
3017-
class InsertOpConstantFolder final : public OpRewritePattern<InsertOp> {
3018-
public:
3019-
using OpRewritePattern::OpRewritePattern;
3020-
3021-
// Do not create constants with more than `vectorSizeFoldThreashold` elements,
3022-
// unless the source vector constant has a single use.
3023-
static constexpr int64_t vectorSizeFoldThreshold = 256;
3024-
3025-
LogicalResult matchAndRewrite(InsertOp op,
3026-
PatternRewriter &rewriter) const override {
3027-
// TODO: Canonicalization for dynamic position not implemented yet.
3028-
if (op.hasDynamicPosition())
3029-
return failure();
3016+
} // namespace
30303017

3031-
// Return if 'InsertOp' operand is not defined by a compatible vector
3032-
// ConstantOp.
3033-
TypedValue<VectorType> destVector = op.getDest();
3034-
Attribute vectorDestCst;
3035-
if (!matchPattern(destVector, m_Constant(&vectorDestCst)))
3036-
return failure();
3037-
auto denseDest = llvm::dyn_cast<DenseElementsAttr>(vectorDestCst);
3038-
if (!denseDest)
3039-
return failure();
3018+
static Attribute
3019+
foldDenseElementsAttrDestInsertOp(InsertOp insertOp, Attribute srcAttr,
3020+
Attribute dstAttr,
3021+
int64_t maxVectorSizeFoldThreshold) {
3022+
if (insertOp.hasDynamicPosition())
3023+
return {};
30403024

3041-
VectorType destTy = destVector.getType();
3042-
if (destTy.isScalable())
3043-
return failure();
3025+
auto denseDst = llvm::dyn_cast_if_present<DenseElementsAttr>(dstAttr);
3026+
if (!denseDst)
3027+
return {};
30443028

3045-
// Make sure we do not create too many large constants.
3046-
if (destTy.getNumElements() > vectorSizeFoldThreshold &&
3047-
!destVector.hasOneUse())
3048-
return failure();
3029+
if (!srcAttr) {
3030+
return {};
3031+
}
30493032

3050-
Value sourceValue = op.getSource();
3051-
Attribute sourceCst;
3052-
if (!matchPattern(sourceValue, m_Constant(&sourceCst)))
3053-
return failure();
3033+
VectorType destTy = insertOp.getDestVectorType();
3034+
if (destTy.isScalable())
3035+
return {};
30543036

3055-
// Calculate the linearized position of the continuous chunk of elements to
3056-
// insert.
3057-
llvm::SmallVector<int64_t> completePositions(destTy.getRank(), 0);
3058-
copy(op.getStaticPosition(), completePositions.begin());
3059-
int64_t insertBeginPosition =
3060-
linearize(completePositions, computeStrides(destTy.getShape()));
3061-
3062-
SmallVector<Attribute> insertedValues;
3063-
Type destEltType = destTy.getElementType();
3064-
3065-
// The `convertIntegerAttr` method specifically handles the case
3066-
// for `llvm.mlir.constant` which can hold an attribute with a
3067-
// different type than the return type.
3068-
if (auto denseSource = llvm::dyn_cast<DenseElementsAttr>(sourceCst)) {
3069-
for (auto value : denseSource.getValues<Attribute>())
3070-
insertedValues.push_back(convertIntegerAttr(value, destEltType));
3071-
} else {
3072-
insertedValues.push_back(convertIntegerAttr(sourceCst, destEltType));
3073-
}
3037+
// Make sure we do not create too many large constants.
3038+
if (destTy.getNumElements() > maxVectorSizeFoldThreshold &&
3039+
!insertOp->hasOneUse())
3040+
return {};
30743041

3075-
auto allValues = llvm::to_vector(denseDest.getValues<Attribute>());
3076-
copy(insertedValues, allValues.begin() + insertBeginPosition);
3077-
auto newAttr = DenseElementsAttr::get(destTy, allValues);
3042+
// Calculate the linearized position of the continuous chunk of elements to
3043+
// insert.
3044+
llvm::SmallVector<int64_t> completePositions(destTy.getRank(), 0);
3045+
copy(insertOp.getStaticPosition(), completePositions.begin());
3046+
int64_t insertBeginPosition =
3047+
linearize(completePositions, computeStrides(destTy.getShape()));
30783048

3079-
rewriter.replaceOpWithNewOp<arith::ConstantOp>(op, newAttr);
3080-
return success();
3081-
}
3049+
SmallVector<Attribute> insertedValues;
3050+
Type destEltType = destTy.getElementType();
30823051

3083-
private:
30843052
/// Converts the expected type to an IntegerAttr if there's
30853053
/// a mismatch.
3086-
Attribute convertIntegerAttr(Attribute attr, Type expectedType) const {
3054+
auto convertIntegerAttr = [](Attribute attr, Type expectedType) -> Attribute {
30873055
if (auto intAttr = mlir::dyn_cast<IntegerAttr>(attr)) {
30883056
if (intAttr.getType() != expectedType)
30893057
return IntegerAttr::get(expectedType, intAttr.getInt());
30903058
}
30913059
return attr;
3060+
};
3061+
3062+
// The `convertIntegerAttr` method specifically handles the case
3063+
// for `llvm.mlir.constant` which can hold an attribute with a
3064+
// different type than the return type.
3065+
if (auto denseSource = llvm::dyn_cast<DenseElementsAttr>(srcAttr)) {
3066+
for (auto value : denseSource.getValues<Attribute>())
3067+
insertedValues.push_back(convertIntegerAttr(value, destEltType));
3068+
} else {
3069+
insertedValues.push_back(convertIntegerAttr(srcAttr, destEltType));
30923070
}
3093-
};
30943071

3095-
} // namespace
3072+
auto allValues = llvm::to_vector(denseDst.getValues<Attribute>());
3073+
copy(insertedValues, allValues.begin() + insertBeginPosition);
3074+
auto newAttr = DenseElementsAttr::get(destTy, allValues);
3075+
3076+
return newAttr;
3077+
}
30963078

30973079
void InsertOp::getCanonicalizationPatterns(RewritePatternSet &results,
30983080
MLIRContext *context) {
3099-
results.add<InsertToBroadcast, BroadcastFolder, InsertSplatToSplat,
3100-
InsertOpConstantFolder>(context);
3081+
results.add<InsertToBroadcast, BroadcastFolder, InsertSplatToSplat>(context);
31013082
}
31023083

31033084
OpFoldResult vector::InsertOp::fold(FoldAdaptor adaptor) {
3085+
// Do not create constants with more than `vectorSizeFoldThreashold` elements,
3086+
// unless the source vector constant has a single use.
3087+
constexpr int64_t vectorSizeFoldThreshold = 256;
31043088
// Fold "vector.insert %v, %dest [] : vector<2x2xf32> from vector<2x2xf32>" to
31053089
// %v. Note: Do not fold "vector.insert %v, %dest [] : f32 into vector<f32>"
31063090
// (type mismatch).
@@ -3112,6 +3096,11 @@ OpFoldResult vector::InsertOp::fold(FoldAdaptor adaptor) {
31123096
if (auto res = foldPoisonIndexInsertExtractOp(
31133097
getContext(), adaptor.getStaticPosition(), kPoisonIndex))
31143098
return res;
3099+
if (auto res = foldDenseElementsAttrDestInsertOp(*this, adaptor.getSource(),
3100+
adaptor.getDest(),
3101+
vectorSizeFoldThreshold)) {
3102+
return res;
3103+
}
31153104

31163105
return {};
31173106
}

‎mlir/test/Conversion/VectorToLLVM/vector-to-llvm.mlir

Lines changed: 3 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -1517,13 +1517,9 @@ func.func @constant_mask_2d() -> vector<4x4xi1> {
15171517
}
15181518

15191519
// CHECK-LABEL: func @constant_mask_2d
1520-
// CHECK: %[[VAL_0:.*]] = arith.constant dense<[true, true, false, false]> : vector<4xi1>
1521-
// CHECK: %[[VAL_1:.*]] = arith.constant dense<false> : vector<4x4xi1>
1522-
// CHECK: %[[VAL_2:.*]] = builtin.unrealized_conversion_cast %[[VAL_1]] : vector<4x4xi1> to !llvm.array<4 x vector<4xi1>>
1523-
// CHECK: %[[VAL_3:.*]] = llvm.insertvalue %[[VAL_0]], %[[VAL_2]][0] : !llvm.array<4 x vector<4xi1>>
1524-
// CHECK: %[[VAL_4:.*]] = llvm.insertvalue %[[VAL_0]], %[[VAL_3]][1] : !llvm.array<4 x vector<4xi1>>
1525-
// CHECK: %[[VAL_5:.*]] = builtin.unrealized_conversion_cast %[[VAL_4]] : !llvm.array<4 x vector<4xi1>> to vector<4x4xi1>
1526-
// CHECK: return %[[VAL_5]] : vector<4x4xi1>
1520+
// CHECK: %[[VAL_0:.*]] = arith.constant
1521+
// CHECK-SAME{LITERAL}: dense<[[true, true, false, false], [true, true, false, false], [false, false, false, false], [false, false, false, false]]> : vector<4x4xi1>
1522+
// CHECK: return %[[VAL_0]] : vector<4x4xi1>
15271523

15281524
// -----
15291525

‎mlir/test/Dialect/Vector/vector-mask-lowering-transforms.mlir

Lines changed: 6 additions & 11 deletions
Original file line numberDiff line numberDiff line change
@@ -10,24 +10,19 @@ func.func @genbool_1d() -> vector<8xi1> {
1010
}
1111

1212
// CHECK-LABEL: func @genbool_2d
13-
// CHECK: %[[C1:.*]] = arith.constant dense<[true, true, false, false]> : vector<4xi1>
14-
// CHECK: %[[C2:.*]] = arith.constant dense<false> : vector<4x4xi1>
15-
// CHECK: %[[T0:.*]] = vector.insert %[[C1]], %[[C2]] [0] : vector<4xi1> into vector<4x4xi1>
16-
// CHECK: %[[T1:.*]] = vector.insert %[[C1]], %[[T0]] [1] : vector<4xi1> into vector<4x4xi1>
17-
// CHECK: return %[[T1]] : vector<4x4xi1>
13+
// CHECK: %[[C0:.*]] = arith.constant
14+
// CHECK-SAME{LITERAL}: dense<[[true, true, false, false], [true, true, false, false], [false, false, false, false], [false, false, false, false]]> : vector<4x4xi1>
15+
// CHECK: return %[[C0]] : vector<4x4xi1>
1816

1917
func.func @genbool_2d() -> vector<4x4xi1> {
2018
%v = vector.constant_mask [2, 2] : vector<4x4xi1>
2119
return %v: vector<4x4xi1>
2220
}
2321

2422
// CHECK-LABEL: func @genbool_3d
25-
// CHECK-DAG: %[[C1:.*]] = arith.constant dense<[true, true, true, false]> : vector<4xi1>
26-
// CHECK-DAG: %[[C2:.*]] = arith.constant dense<false> : vector<3x4xi1>
27-
// CHECK-DAG: %[[C3:.*]] = arith.constant dense<false> : vector<2x3x4xi1>
28-
// CHECK: %[[T0:.*]] = vector.insert %[[C1]], %[[C2]] [0] : vector<4xi1> into vector<3x4xi1>
29-
// CHECK: %[[T1:.*]] = vector.insert %[[T0]], %[[C3]] [0] : vector<3x4xi1> into vector<2x3x4xi1>
30-
// CHECK: return %[[T1]] : vector<2x3x4xi1>
23+
// CHECK: %[[C0:.*]] = arith.constant
24+
// CHECK-SAME{LITERAL}: dense<[[[true, true, true, false], [false, false, false, false], [false, false, false, false]], [[false, false, false, false], [false, false, false, false], [false, false, false, false]]]> : vector<2x3x4xi1>
25+
// CHECK: return %[[C0]] : vector<2x3x4xi1>
3126

3227
func.func @genbool_3d() -> vector<2x3x4xi1> {
3328
%v = vector.constant_mask [1, 1, 3] : vector<2x3x4xi1>

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