Skip to content

[mlir][VectorOps] Add conversion of 1-D vector.interleave ops to LLVM (2/4) #80966

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 2 commits into from
Feb 13, 2024
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
42 changes: 41 additions & 1 deletion mlir/lib/Conversion/VectorToLLVM/ConvertVectorToLLVM.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -1734,6 +1734,45 @@ struct VectorSplatNdOpLowering : public ConvertOpToLLVMPattern<SplatOp> {
}
};

/// Conversion pattern for a `vector.interleave`.
/// This supports fixed-sized vectors and scalable vectors.
struct VectorInterleaveOpLowering
: public ConvertOpToLLVMPattern<vector::InterleaveOp> {
using ConvertOpToLLVMPattern::ConvertOpToLLVMPattern;

LogicalResult
matchAndRewrite(vector::InterleaveOp interleaveOp, OpAdaptor adaptor,
ConversionPatternRewriter &rewriter) const override {
VectorType resultType = interleaveOp.getResultVectorType();
// n-D interleaves should have been lowered already.
if (resultType.getRank() != 1)
return rewriter.notifyMatchFailure(interleaveOp,
"InterleaveOp not rank 1");
// If the result is rank 1, then this directly maps to LLVM.
if (resultType.isScalable()) {
rewriter.replaceOpWithNewOp<LLVM::experimental_vector_interleave2>(
interleaveOp, typeConverter->convertType(resultType),
adaptor.getLhs(), adaptor.getRhs());
return success();
}
// Lower fixed-size interleaves to a shufflevector. While the
// vector.interleave2 intrinsic supports fixed and scalable vectors, the
// langref still recommends fixed-vectors use shufflevector, see:
// https://llvm.org/docs/LangRef.html#id876.
int64_t resultVectorSize = resultType.getNumElements();
SmallVector<int32_t> interleaveShuffleMask;
interleaveShuffleMask.reserve(resultVectorSize);
for (int i = 0, end = resultVectorSize / 2; i < end; ++i) {
interleaveShuffleMask.push_back(i);
interleaveShuffleMask.push_back((resultVectorSize / 2) + i);
}
rewriter.replaceOpWithNewOp<LLVM::ShuffleVectorOp>(
interleaveOp, adaptor.getLhs(), adaptor.getRhs(),
interleaveShuffleMask);
return success();
}
};

} // namespace

/// Populate the given list with patterns that convert from Vector to LLVM.
Expand All @@ -1758,7 +1797,8 @@ void mlir::populateVectorToLLVMConversionPatterns(
VectorExpandLoadOpConversion, VectorCompressStoreOpConversion,
VectorSplatOpLowering, VectorSplatNdOpLowering,
VectorScalableInsertOpLowering, VectorScalableExtractOpLowering,
MaskedReductionOpConversion>(converter);
MaskedReductionOpConversion, VectorInterleaveOpLowering>(
converter);
// Transfer ops with rank > 1 are handled by VectorToSCF.
populateVectorTransferLoweringPatterns(patterns, /*maxTransferRank=*/1);
}
Expand Down
37 changes: 37 additions & 0 deletions mlir/test/Conversion/VectorToLLVM/vector-to-llvm.mlir
Original file line number Diff line number Diff line change
Expand Up @@ -2460,3 +2460,40 @@ func.func @make_fixed_vector_of_scalable_vector(%f : f64) -> vector<3x[2]xf64>
%res = vector.broadcast %f : f64 to vector<3x[2]xf64>
return %res : vector<3x[2]xf64>
}

// -----

// CHECK-LABEL: @vector_interleave_0d
// CHECK-SAME: %[[LHS:.*]]: vector<i8>, %[[RHS:.*]]: vector<i8>)
func.func @vector_interleave_0d(%a: vector<i8>, %b: vector<i8>) -> vector<2xi8> {
// CHECK: %[[LHS_RANK1:.*]] = builtin.unrealized_conversion_cast %[[LHS]] : vector<i8> to vector<1xi8>
// CHECK: %[[RHS_RANK1:.*]] = builtin.unrealized_conversion_cast %[[RHS]] : vector<i8> to vector<1xi8>
// CHECK: %[[ZIP:.*]] = llvm.shufflevector %[[LHS_RANK1]], %[[RHS_RANK1]] [0, 1] : vector<1xi8>
// CHECK: return %[[ZIP]]
%0 = vector.interleave %a, %b : vector<i8>
return %0 : vector<2xi8>
}

// -----

// CHECK-LABEL: @vector_interleave_1d
// CHECK-SAME: %[[LHS:.*]]: vector<8xf32>, %[[RHS:.*]]: vector<8xf32>)
func.func @vector_interleave_1d(%a: vector<8xf32>, %b: vector<8xf32>) -> vector<16xf32>
{
// CHECK: %[[ZIP:.*]] = llvm.shufflevector %[[LHS]], %[[RHS]] [0, 8, 1, 9, 2, 10, 3, 11, 4, 12, 5, 13, 6, 14, 7, 15] : vector<8xf32>
// CHECK: return %[[ZIP]]
%0 = vector.interleave %a, %b : vector<8xf32>
return %0 : vector<16xf32>
}

// -----

// CHECK-LABEL: @vector_interleave_1d_scalable
// CHECK-SAME: %[[LHS:.*]]: vector<[4]xi32>, %[[RHS:.*]]: vector<[4]xi32>)
func.func @vector_interleave_1d_scalable(%a: vector<[4]xi32>, %b: vector<[4]xi32>) -> vector<[8]xi32>
{
// CHECK: %[[ZIP:.*]] = "llvm.intr.experimental.vector.interleave2"(%[[LHS]], %[[RHS]]) : (vector<[4]xi32>, vector<[4]xi32>) -> vector<[8]xi32>
// CHECK: return %[[ZIP]]
%0 = vector.interleave %a, %b : vector<[4]xi32>
return %0 : vector<[8]xi32>
}