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[IR2Vec] Overloading operator+ for Embeddings #145118

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1 change: 1 addition & 0 deletions llvm/include/llvm/Analysis/IR2Vec.h
Original file line number Diff line number Diff line change
Expand Up @@ -106,6 +106,7 @@ struct Embedding {
const std::vector<double> &getData() const { return Data; }

/// Arithmetic operators
Embedding operator+(const Embedding &RHS) const;
Embedding &operator+=(const Embedding &RHS);
Embedding &operator-=(const Embedding &RHS);
Embedding &operator*=(double Factor);
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8 changes: 8 additions & 0 deletions llvm/lib/Analysis/IR2Vec.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -71,6 +71,14 @@ inline bool fromJSON(const llvm::json::Value &E, Embedding &Out,
// Embedding
//===----------------------------------------------------------------------===//

Embedding Embedding::operator+(const Embedding &RHS) const {
assert(this->size() == RHS.size() && "Vectors must have the same dimension");
Embedding Result(*this);
std::transform(this->begin(), this->end(), RHS.begin(), Result.begin(),
std::plus<double>());
return Result;
}

Embedding &Embedding::operator+=(const Embedding &RHS) {
assert(this->size() == RHS.size() && "Vectors must have the same dimension");
std::transform(this->begin(), this->end(), RHS.begin(), this->begin(),
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18 changes: 18 additions & 0 deletions llvm/unittests/Analysis/IR2VecTest.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -109,6 +109,18 @@ TEST(EmbeddingTest, ConstructorsAndAccessors) {
}
}

TEST(EmbeddingTest, AddVectorsOutOfPlace) {
Embedding E1 = {1.0, 2.0, 3.0};
Embedding E2 = {0.5, 1.5, -1.0};

Embedding E3 = E1 + E2;
EXPECT_THAT(E3, ElementsAre(1.5, 3.5, 2.0));

// Check that E1 and E2 are unchanged
EXPECT_THAT(E1, ElementsAre(1.0, 2.0, 3.0));
EXPECT_THAT(E2, ElementsAre(0.5, 1.5, -1.0));
}

TEST(EmbeddingTest, AddVectors) {
Embedding E1 = {1.0, 2.0, 3.0};
Embedding E2 = {0.5, 1.5, -1.0};
Expand Down Expand Up @@ -180,6 +192,12 @@ TEST(EmbeddingTest, AccessOutOfBounds) {
EXPECT_DEATH(E[4] = 4.0, "Index out of bounds");
}

TEST(EmbeddingTest, MismatchedDimensionsAddVectorsOutOfPlace) {
Embedding E1 = {1.0, 2.0};
Embedding E2 = {1.0};
EXPECT_DEATH(E1 + E2, "Vectors must have the same dimension");
}

TEST(EmbeddingTest, MismatchedDimensionsAddVectors) {
Embedding E1 = {1.0, 2.0};
Embedding E2 = {1.0};
Expand Down
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