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[mlir][ArmSME] Add rewrites to swap extract of extend #80407

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103 changes: 102 additions & 1 deletion mlir/lib/Dialect/ArmSME/Transforms/VectorLegalization.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -415,6 +415,104 @@ struct FoldExtractFromVectorOfSMELikeCreateMasks
}
};

// Rewrites: vector.extract(arith.extend) -> arith.extend(vector.extract).
//
// This transforms IR like:
// %0 = arith.extsi %src : vector<4x[8]xi8> to vector<4x[8]xi32>
// %1 = vector.extract %0[0] : vector<[8]xi32> from vector<4x[8]xi32>
// Into:
// %0 = vector.extract %src[0] : vector<[8]xi8> from vector<4x[8]xi8>
// %1 = arith.extsi %0 : vector<[8]xi8> to vector<[8]xi32>
//
// This enables outer product fusion in the `-arm-sme-outer-product-fusion`
// pass when the result is the input to an outer product.
struct SwapVectorExtractOfArithExtend
: public OpRewritePattern<vector::ExtractOp> {
using OpRewritePattern::OpRewritePattern;

LogicalResult matchAndRewrite(vector::ExtractOp extractOp,
PatternRewriter &rewriter) const override {
VectorType resultType = llvm::dyn_cast<VectorType>(extractOp.getType());
if (!resultType)
return rewriter.notifyMatchFailure(extractOp,
"extracted type is not a vector type");

auto numScalableDims = llvm::count(resultType.getScalableDims(), true);
if (numScalableDims != 1)
return rewriter.notifyMatchFailure(
extractOp, "extracted type is not a 1-D scalable vector type");

auto *extendOp = extractOp.getVector().getDefiningOp();
if (!isa_and_present<arith::ExtSIOp, arith::ExtUIOp, arith::ExtFOp>(
extendOp))
return rewriter.notifyMatchFailure(extractOp,
"extract not from extend op");

auto loc = extractOp.getLoc();
StringAttr extendOpName = extendOp->getName().getIdentifier();
Value extendSource = extendOp->getOperand(0);

// Create new extract from source of extend.
Value newExtract = rewriter.create<vector::ExtractOp>(
loc, extendSource, extractOp.getMixedPosition());

// Extend new extract to original result type.
Operation *newExtend =
rewriter.create(loc, extendOpName, Value(newExtract), resultType);

rewriter.replaceOp(extractOp, newExtend);

return success();
}
};

// Same as above, but for vector.scalable.extract.
//
// This transforms IR like:
// %0 = arith.extsi %src : vector<[8]xi8> to vector<[8]xi32>
// %1 = vector.scalable.extract %0[0] : vector<[4]xi32> from vector<[8]xi32>
// Into:
// %0 = vector.scalable.extract %src[0] : vector<[4]xi8> from vector<[8]xi8>
// %1 = arith.extsi %0 : vector<[4]xi8> to vector<[4]xi32>
//
// This enables outer product fusion in the `-arm-sme-outer-product-fusion`
// pass when the result is the input to an outer product.
struct SwapVectorScalableExtractOfArithExtend
: public OpRewritePattern<vector::ScalableExtractOp> {
using OpRewritePattern::OpRewritePattern;

LogicalResult matchAndRewrite(vector::ScalableExtractOp extractOp,
PatternRewriter &rewriter) const override {
auto *extendOp = extractOp.getSource().getDefiningOp();
if (!isa_and_present<arith::ExtSIOp, arith::ExtUIOp, arith::ExtFOp>(
extendOp))
return rewriter.notifyMatchFailure(extractOp,
"extract not from extend op");

auto loc = extractOp.getLoc();
VectorType resultType = extractOp.getResultVectorType();

Value extendSource = extendOp->getOperand(0);
StringAttr extendOpName = extendOp->getName().getIdentifier();
VectorType extendSourceVectorType =
cast<VectorType>(extendSource.getType());

// Create new extract from source of extend.
VectorType extractResultVectorType =
resultType.clone(extendSourceVectorType.getElementType());
Value newExtract = rewriter.create<vector::ScalableExtractOp>(
loc, extractResultVectorType, extendSource, extractOp.getPos());

// Extend new extract to original result type.
Operation *newExtend =
rewriter.create(loc, extendOpName, Value(newExtract), resultType);

rewriter.replaceOp(extractOp, newExtend);

return success();
}
};

struct VectorLegalizationPass
: public arm_sme::impl::VectorLegalizationBase<VectorLegalizationPass> {
void runOnOperation() override {
Expand All @@ -434,7 +532,10 @@ struct VectorLegalizationPass
return success();
});

patterns.add<FoldExtractFromVectorOfSMELikeCreateMasks>(context);
patterns.add<FoldExtractFromVectorOfSMELikeCreateMasks,
SwapVectorExtractOfArithExtend,
SwapVectorScalableExtractOfArithExtend>(context);

// Note: High benefit to ensure masked outer products are lowered first.
patterns.add<LegalizeMaskedVectorOuterProductOpsByDecomposition>(
converter, context, 1024);
Expand Down
90 changes: 90 additions & 0 deletions mlir/test/Dialect/ArmSME/vector-legalization.mlir
Original file line number Diff line number Diff line change
Expand Up @@ -302,3 +302,93 @@ func.func @non_constant_extract_from_vector_create_mask_non_constant(%index: ind
%extract = vector.extract %mask[%index] : vector<[4]x[4]xi1> from vector<4x[4]x[4]xi1>
return %extract : vector<[4]x[4]xi1>
}

// -----

// CHECK-LABEL: @extract_from_arith_ext(
// CHECK-SAME: %[[SRC:.*]]: vector<4x[8]xi8>
// CHECK: %[[EXTRACT:.*]] = vector.extract %[[SRC]][0] : vector<[8]xi8> from vector<4x[8]xi8>
// CHECK: %[[EXTEND:.*]] = arith.extsi %[[EXTRACT]] : vector<[8]xi8> to vector<[8]xi32>
// CHECK: return %[[EXTEND]]
func.func @extract_from_arith_ext(%src: vector<4x[8]xi8>) -> vector<[8]xi32> {
%0 = arith.extsi %src : vector<4x[8]xi8> to vector<4x[8]xi32>
%1 = vector.extract %0[0] : vector<[8]xi32> from vector<4x[8]xi32>
return %1 : vector<[8]xi32>
}

// -----

// CHECK-LABEL: @non_constant_extract_from_arith_ext(
// CHECK-SAME: %[[SRC:[a-z0-9]+]]: vector<4x[8]xi8>,
// CHECK-SAME: %[[DIM:[a-z0-9]+]]: index
// CHECK: %[[EXTRACT:.*]] = vector.extract %[[SRC]][%[[DIM]]] : vector<[8]xi8> from vector<4x[8]xi8>
// CHECK: %[[EXTEND:.*]] = arith.extui %[[EXTRACT]] : vector<[8]xi8> to vector<[8]xi32>
// CHECK: return %[[EXTEND]]
func.func @non_constant_extract_from_arith_ext(%src: vector<4x[8]xi8>, %dim: index) -> vector<[8]xi32> {
%0 = arith.extui %src : vector<4x[8]xi8> to vector<4x[8]xi32>
%1 = vector.extract %0[%dim] : vector<[8]xi32> from vector<4x[8]xi32>
return %1 : vector<[8]xi32>
}

// -----

/// Non-vector extracts should be ignored.

// CHECK-LABEL: @extract_scalar_from_arith_ext
// CHECK-NEXT: arith.extsi
// CHECK-NEXT: vector.extract
func.func @extract_scalar_from_arith_ext(%src: vector<4x[8]xi8>) -> i32 {
%0 = arith.extsi %src : vector<4x[8]xi8> to vector<4x[8]xi32>
%1 = vector.extract %0[0, 0] : i32 from vector<4x[8]xi32>
return %1 : i32
}

// -----

/// Extracted type should be a 1-D scalable vector type.

// CHECK-LABEL: @extract_fixed_1d_vec_from_arith_ext
// CHECK-NEXT: arith.extsi
// CHECK-NEXT: vector.extract
func.func @extract_fixed_1d_vec_from_arith_ext(%src: vector<4x8xi8>) -> vector<8xi32> {
%0 = arith.extsi %src : vector<4x8xi8> to vector<4x8xi32>
%1 = vector.extract %0[0] : vector<8xi32> from vector<4x8xi32>
return %1 : vector<8xi32>
}

// -----

/// Extract must come from an arith extend.

// CHECK-LABEL: @extract_from_non_arith_ext
// CHECK-NEXT: vector.extract
// CHECK-NEXT: return
func.func @extract_from_non_arith_ext(%src: vector<4x[8]xi32>) -> vector<[8]xi32> {
%0 = vector.extract %src[0] : vector<[8]xi32> from vector<4x[8]xi32>
return %0 : vector<[8]xi32>
}

// -----

// CHECK-LABEL: @scalable_extract_from_arith_ext(
// CHECK-SAME: %[[SRC:.*]]: vector<[8]xf16>
// CHECK: %[[EXTRACT:.*]] = vector.scalable.extract %[[SRC]][0] : vector<[4]xf16> from vector<[8]xf16>
// CHECK: %[[EXTEND:.*]] = arith.extf %[[EXTRACT]] : vector<[4]xf16> to vector<[4]xf32>
// CHECK: return %[[EXTEND]]
func.func @scalable_extract_from_arith_ext(%src: vector<[8]xf16>) -> vector<[4]xf32> {
%0 = arith.extf %src : vector<[8]xf16> to vector<[8]xf32>
%1 = vector.scalable.extract %0[0] : vector<[4]xf32> from vector<[8]xf32>
return %1 : vector<[4]xf32>
}

// -----

/// Scalable extract must come from an arith extend.

// CHECK-LABEL: @scalable_extract_from_non_arith_ext
// CHECK-NEXT: vector.scalable.extract
// CHECK-NEXT: return
func.func @scalable_extract_from_non_arith_ext(%src: vector<[8]xf32>) -> vector<[4]xf32> {
%0 = vector.scalable.extract %src[0] : vector<[4]xf32> from vector<[8]xf32>
return %0 : vector<[4]xf32>
}