[Mlir-commits] [mlir] mlir/Presburger: optimize to avoid creating copies (PR #97897)

llvmlistbot at llvm.org llvmlistbot at llvm.org
Sat Jul 6 06:45:53 PDT 2024


llvmbot wrote:


<!--LLVM PR SUMMARY COMMENT-->

@llvm/pr-subscribers-mlir-presburger

Author: Ramkumar Ramachandra (artagnon)

<details>
<summary>Changes</summary>

Optimize the Presburger library to avoid unnecessarily creating copies. While at it, fix some other minor issues in the codebase.

---

Patch is 34.98 KiB, truncated to 20.00 KiB below, full version: https://github.com/llvm/llvm-project/pull/97897.diff


9 Files Affected:

- (modified) mlir/include/mlir/Analysis/Presburger/QuasiPolynomial.h (+5-5) 
- (modified) mlir/lib/Analysis/Presburger/Barvinok.cpp (+21-20) 
- (modified) mlir/lib/Analysis/Presburger/IntegerRelation.cpp (+15-15) 
- (modified) mlir/lib/Analysis/Presburger/LinearTransform.cpp (+2-2) 
- (modified) mlir/lib/Analysis/Presburger/PWMAFunction.cpp (+3-3) 
- (modified) mlir/lib/Analysis/Presburger/PresburgerRelation.cpp (+20-14) 
- (modified) mlir/lib/Analysis/Presburger/QuasiPolynomial.cpp (+13-13) 
- (modified) mlir/lib/Analysis/Presburger/Simplex.cpp (+40-34) 
- (modified) mlir/lib/Analysis/Presburger/Utils.cpp (+4-5) 


``````````diff
diff --git a/mlir/include/mlir/Analysis/Presburger/QuasiPolynomial.h b/mlir/include/mlir/Analysis/Presburger/QuasiPolynomial.h
index aeac19e827b44..5a0962df89d37 100644
--- a/mlir/include/mlir/Analysis/Presburger/QuasiPolynomial.h
+++ b/mlir/include/mlir/Analysis/Presburger/QuasiPolynomial.h
@@ -36,10 +36,10 @@ namespace presburger {
 // g_{ij} : Q^n -> Q are affine functionals.
 class QuasiPolynomial : public PresburgerSpace {
 public:
-  QuasiPolynomial(unsigned numVars, SmallVector<Fraction> coeffs = {},
-                  std::vector<std::vector<SmallVector<Fraction>>> aff = {});
+  QuasiPolynomial(unsigned numVars, ArrayRef<Fraction> coeffs = {},
+                  ArrayRef<std::vector<SmallVector<Fraction>>> aff = {});
 
-  QuasiPolynomial(unsigned numVars, Fraction constant);
+  QuasiPolynomial(unsigned numVars, const Fraction &constant);
 
   // Find the number of inputs (numDomain) to the polynomial.
   // numSymbols is set to zero.
@@ -57,7 +57,7 @@ class QuasiPolynomial : public PresburgerSpace {
   QuasiPolynomial operator+(const QuasiPolynomial &x) const;
   QuasiPolynomial operator-(const QuasiPolynomial &x) const;
   QuasiPolynomial operator*(const QuasiPolynomial &x) const;
-  QuasiPolynomial operator/(const Fraction x) const;
+  QuasiPolynomial operator/(const Fraction &x) const;
 
   // Removes terms which evaluate to zero from the expression
   // and folds affine functions which are constant into the
@@ -77,4 +77,4 @@ class QuasiPolynomial : public PresburgerSpace {
 } // namespace presburger
 } // namespace mlir
 
-#endif // MLIR_ANALYSIS_PRESBURGER_QUASIPOLYNOMIAL_H
\ No newline at end of file
+#endif // MLIR_ANALYSIS_PRESBURGER_QUASIPOLYNOMIAL_H
diff --git a/mlir/lib/Analysis/Presburger/Barvinok.cpp b/mlir/lib/Analysis/Presburger/Barvinok.cpp
index dae840e00ff2e..fad4364391d56 100644
--- a/mlir/lib/Analysis/Presburger/Barvinok.cpp
+++ b/mlir/lib/Analysis/Presburger/Barvinok.cpp
@@ -361,7 +361,7 @@ mlir::presburger::detail::computePolytopeGeneratingFunction(
       continue;
     // If this subset corresponds to a vertex that has not been considered,
     // store it.
-    vertices.push_back(*vertex);
+    vertices.emplace_back(*vertex);
 
     // If a vertex is formed by the intersection of more than d facets, we
     // assume that any d-subset of these facets can be solved to obtain its
@@ -472,10 +472,10 @@ mlir::presburger::detail::computePolytopeGeneratingFunction(
 Point mlir::presburger::detail::getNonOrthogonalVector(
     ArrayRef<Point> vectors) {
   unsigned dim = vectors[0].size();
-  assert(
-      llvm::all_of(vectors,
-                   [&](const Point &vector) { return vector.size() == dim; }) &&
-      "all vectors need to be the same size!");
+  assert(llvm::all_of(
+             vectors,
+             [&dim](const Point &vector) { return vector.size() == dim; }) &&
+         "all vectors need to be the same size!");
 
   SmallVector<Fraction> newPoint = {Fraction(1, 1)};
   Fraction maxDisallowedValue = -Fraction(1, 0),
@@ -493,7 +493,7 @@ Point mlir::presburger::detail::getNonOrthogonalVector(
       // Find the biggest such value
       maxDisallowedValue = std::max(maxDisallowedValue, disallowedValue);
     }
-    newPoint.push_back(maxDisallowedValue + 1);
+    newPoint.emplace_back(maxDisallowedValue + 1);
   }
   return newPoint;
 }
@@ -519,19 +519,20 @@ QuasiPolynomial mlir::presburger::detail::getCoefficientInRationalFunction(
   unsigned numParam = num[0].getNumInputs();
   // We use the `isEqual` method of PresburgerSpace, which QuasiPolynomial
   // inherits from.
-  assert(
-      llvm::all_of(
-          num, [&](const QuasiPolynomial &qp) { return num[0].isEqual(qp); }) &&
-      "the quasipolynomials should all belong to the same space!");
+  assert(llvm::all_of(num,
+                      [&num](const QuasiPolynomial &qp) {
+                        return num[0].isEqual(qp);
+                      }) &&
+         "the quasipolynomials should all belong to the same space!");
 
   std::vector<QuasiPolynomial> coefficients;
   coefficients.reserve(power + 1);
 
-  coefficients.push_back(num[0] / den[0]);
+  coefficients.emplace_back(num[0] / den[0]);
   for (unsigned i = 1; i <= power; ++i) {
     // If the power is not there in the numerator, the coefficient is zero.
-    coefficients.push_back(i < num.size() ? num[i]
-                                          : QuasiPolynomial(numParam, 0));
+    coefficients.emplace_back(i < num.size() ? num[i]
+                                             : QuasiPolynomial(numParam, 0));
 
     // After den.size(), the coefficients are zero, so we stop
     // subtracting at that point (if it is less than i).
@@ -573,7 +574,7 @@ substituteMuInTerm(unsigned numParams, const ParamPoint &v,
   SmallVector<Fraction> coefficients;
   coefficients.reserve(numDims);
   for (const Point &d : ds)
-    coefficients.push_back(-dotProduct(mu, d));
+    coefficients.emplace_back(-dotProduct(mu, d));
 
   // Then, the affine function is a single floor expression, given by the
   // corresponding column of v.
@@ -581,7 +582,7 @@ substituteMuInTerm(unsigned numParams, const ParamPoint &v,
   std::vector<std::vector<SmallVector<Fraction>>> affine;
   affine.reserve(numDims);
   for (unsigned j = 0; j < numDims; ++j)
-    affine.push_back({SmallVector<Fraction>(vTranspose.getRow(j))});
+    affine.push_back({SmallVector<Fraction>{vTranspose.getRow(j)}});
 
   QuasiPolynomial num(numParams, coefficients, affine);
   num = num.simplify();
@@ -593,7 +594,7 @@ substituteMuInTerm(unsigned numParams, const ParamPoint &v,
   for (const Point &d : ds) {
     // This term in the denominator is
     // (1 - t^dens.back())
-    dens.push_back(dotProduct(d, mu));
+    dens.emplace_back(dotProduct(d, mu));
   }
 
   return {num, dens};
@@ -641,7 +642,7 @@ std::vector<QuasiPolynomial> getBinomialCoefficients(const QuasiPolynomial &n,
   coefficients.emplace_back(numParams, 1);
   for (unsigned j = 1; j <= r; ++j)
     // We use the recursive formula for binomial coefficients here and below.
-    coefficients.push_back(
+    coefficients.emplace_back(
         (coefficients[j - 1] * (n - QuasiPolynomial(numParams, j - 1)) /
          Fraction(j, 1))
             .simplify());
@@ -656,7 +657,7 @@ std::vector<Fraction> getBinomialCoefficients(const Fraction &n,
   coefficients.reserve((int64_t)floor(r));
   coefficients.emplace_back(1);
   for (unsigned j = 1; j <= r; ++j)
-    coefficients.push_back(coefficients[j - 1] * (n - (j - 1)) / (j));
+    coefficients.emplace_back(coefficients[j - 1] * (n - (j - 1)) / (j));
   return coefficients;
 }
 
@@ -764,8 +765,8 @@ mlir::presburger::detail::computeNumTerms(const GeneratingFunction &gf) {
     eachTermDenCoefficients.reserve(r);
     for (const Fraction &den : dens) {
       singleTermDenCoefficients = getBinomialCoefficients(den + 1, den + 1);
-      eachTermDenCoefficients.push_back(
-          ArrayRef<Fraction>(singleTermDenCoefficients).slice(1));
+      eachTermDenCoefficients.emplace_back(
+          ArrayRef<Fraction>(singleTermDenCoefficients).drop_front());
     }
 
     // Now we find the coefficients in Q(s) itself
diff --git a/mlir/lib/Analysis/Presburger/IntegerRelation.cpp b/mlir/lib/Analysis/Presburger/IntegerRelation.cpp
index 095a7dcb287f3..bdcb55251b104 100644
--- a/mlir/lib/Analysis/Presburger/IntegerRelation.cpp
+++ b/mlir/lib/Analysis/Presburger/IntegerRelation.cpp
@@ -511,10 +511,10 @@ void IntegerRelation::getLowerAndUpperBoundIndices(
       continue;
     if (atIneq(r, pos) >= 1) {
       // Lower bound.
-      lbIndices->push_back(r);
+      lbIndices->emplace_back(r);
     } else if (atIneq(r, pos) <= -1) {
       // Upper bound.
-      ubIndices->push_back(r);
+      ubIndices->emplace_back(r);
     }
   }
 
@@ -528,7 +528,7 @@ void IntegerRelation::getLowerAndUpperBoundIndices(
       continue;
     if (containsConstraintDependentOnRange(r, /*isEq=*/true))
       continue;
-    eqIndices->push_back(r);
+    eqIndices->emplace_back(r);
   }
 }
 
@@ -791,7 +791,7 @@ IntMatrix IntegerRelation::getBoundedDirections() const {
   // processes all the inequalities.
   for (unsigned i = 0, e = getNumInequalities(); i < e; ++i) {
     if (simplex.isBoundedAlongConstraint(i))
-      boundedIneqs.push_back(i);
+      boundedIneqs.emplace_back(i);
   }
 
   // The direction vector is given by the coefficients and does not include the
@@ -1981,13 +1981,13 @@ void IntegerRelation::fourierMotzkinEliminate(unsigned pos, bool darkShadow,
   for (unsigned r = 0, e = getNumInequalities(); r < e; r++) {
     if (atIneq(r, pos) == 0) {
       // Var does not appear in bound.
-      nbIndices.push_back(r);
+      nbIndices.emplace_back(r);
     } else if (atIneq(r, pos) >= 1) {
       // Lower bound.
-      lbIndices.push_back(r);
+      lbIndices.emplace_back(r);
     } else {
       // Upper bound.
-      ubIndices.push_back(r);
+      ubIndices.emplace_back(r);
     }
   }
 
@@ -2028,8 +2028,8 @@ void IntegerRelation::fourierMotzkinEliminate(unsigned pos, bool darkShadow,
           continue;
         assert(lbCoeff >= 1 && ubCoeff >= 1 && "bounds wrongly identified");
         DynamicAPInt lcm = llvm::lcm(lbCoeff, ubCoeff);
-        ineq.push_back(atIneq(ubPos, l) * (lcm / ubCoeff) +
-                       atIneq(lbPos, l) * (lcm / lbCoeff));
+        ineq.emplace_back(atIneq(ubPos, l) * (lcm / ubCoeff) +
+                          atIneq(lbPos, l) * (lcm / lbCoeff));
         assert(lcm > 0 && "lcm should be positive!");
         if (lcm != 1)
           allLCMsAreOne = false;
@@ -2057,7 +2057,7 @@ void IntegerRelation::fourierMotzkinEliminate(unsigned pos, bool darkShadow,
     for (unsigned l = 0, e = getNumCols(); l < e; l++) {
       if (l == pos)
         continue;
-      ineq.push_back(atIneq(nbPos, l));
+      ineq.emplace_back(atIneq(nbPos, l));
     }
     newRel.addInequality(ineq);
   }
@@ -2072,7 +2072,7 @@ void IntegerRelation::fourierMotzkinEliminate(unsigned pos, bool darkShadow,
     for (unsigned l = 0, e = getNumCols(); l < e; l++) {
       if (l == pos)
         continue;
-      eq.push_back(atEq(r, l));
+      eq.emplace_back(atEq(r, l));
     }
     newRel.addEquality(eq);
   }
@@ -2264,8 +2264,8 @@ IntegerRelation::unionBoundingBox(const IntegerRelation &otherCst) {
                    std::negate<DynamicAPInt>());
     std::copy(maxUb.begin(), maxUb.end(), newUb.begin() + getNumDimVars());
 
-    boundingLbs.push_back(newLb);
-    boundingUbs.push_back(newUb);
+    boundingLbs.emplace_back(newLb);
+    boundingUbs.emplace_back(newUb);
   }
 
   // Clear all constraints and add the lower/upper bounds for the bounding box.
@@ -2309,7 +2309,7 @@ static void getIndependentConstraints(const IntegerRelation &cst, unsigned pos,
         break;
     }
     if (c == pos + num)
-      nbIneqIndices.push_back(r);
+      nbIneqIndices.emplace_back(r);
   }
 
   for (unsigned r = 0, e = cst.getNumEqualities(); r < e; r++) {
@@ -2320,7 +2320,7 @@ static void getIndependentConstraints(const IntegerRelation &cst, unsigned pos,
         break;
     }
     if (c == pos + num)
-      nbEqIndices.push_back(r);
+      nbEqIndices.emplace_back(r);
   }
 }
 
diff --git a/mlir/lib/Analysis/Presburger/LinearTransform.cpp b/mlir/lib/Analysis/Presburger/LinearTransform.cpp
index cccbf4c9991d3..1e389ca69e4e8 100644
--- a/mlir/lib/Analysis/Presburger/LinearTransform.cpp
+++ b/mlir/lib/Analysis/Presburger/LinearTransform.cpp
@@ -51,7 +51,7 @@ IntegerRelation LinearTransform::applyTo(const IntegerRelation &rel) const {
     const DynamicAPInt &c = eq.back();
 
     SmallVector<DynamicAPInt, 8> newEq = preMultiplyWithRow(eq.drop_back());
-    newEq.push_back(c);
+    newEq.emplace_back(c);
     result.addEquality(newEq);
   }
 
@@ -61,7 +61,7 @@ IntegerRelation LinearTransform::applyTo(const IntegerRelation &rel) const {
     const DynamicAPInt &c = ineq.back();
 
     SmallVector<DynamicAPInt, 8> newIneq = preMultiplyWithRow(ineq.drop_back());
-    newIneq.push_back(c);
+    newIneq.emplace_back(c);
     result.addInequality(newIneq);
   }
 
diff --git a/mlir/lib/Analysis/Presburger/PWMAFunction.cpp b/mlir/lib/Analysis/Presburger/PWMAFunction.cpp
index f78eb7d2d98ce..beb9f3e82e22d 100644
--- a/mlir/lib/Analysis/Presburger/PWMAFunction.cpp
+++ b/mlir/lib/Analysis/Presburger/PWMAFunction.cpp
@@ -46,7 +46,7 @@ static SmallVector<DynamicAPInt, 8> subtractExprs(ArrayRef<DynamicAPInt> vecA,
   SmallVector<DynamicAPInt, 8> result;
   result.reserve(vecA.size());
   for (unsigned i = 0, e = vecA.size(); i < e; ++i)
-    result.push_back(vecA[i] - vecB[i]);
+    result.emplace_back(vecA[i] - vecB[i]);
   return result;
 }
 
@@ -78,7 +78,7 @@ MultiAffineFunction::valueAt(ArrayRef<DynamicAPInt> point) const {
   // function of; we have computed one possible set of values and use them here.
   pointHomogenous.reserve(pointHomogenous.size() + divValues.size());
   for (const std::optional<DynamicAPInt> &divVal : divValues)
-    pointHomogenous.push_back(*divVal);
+    pointHomogenous.emplace_back(*divVal);
   // The matrix `output` has an affine expression in the ith row, corresponding
   // to the expression for the ith value in the output vector. The last column
   // of the matrix contains the constant term. Let v be the input point with
@@ -295,7 +295,7 @@ void PWMAFunction::addPiece(const Piece &piece) {
   assert(piece.isConsistent() && "Piece should be consistent");
   assert(piece.domain.intersect(getDomain()).isIntegerEmpty() &&
          "Piece should be disjoint from the function");
-  pieces.push_back(piece);
+  pieces.emplace_back(piece);
 }
 
 void PWMAFunction::print(raw_ostream &os) const {
diff --git a/mlir/lib/Analysis/Presburger/PresburgerRelation.cpp b/mlir/lib/Analysis/Presburger/PresburgerRelation.cpp
index e284ca82420ba..239ffe6aaaa76 100644
--- a/mlir/lib/Analysis/Presburger/PresburgerRelation.cpp
+++ b/mlir/lib/Analysis/Presburger/PresburgerRelation.cpp
@@ -79,7 +79,7 @@ const IntegerRelation &PresburgerRelation::getDisjunct(unsigned index) const {
 /// IntegerRelation.
 void PresburgerRelation::unionInPlace(const IntegerRelation &disjunct) {
   assert(space.isCompatible(disjunct.getSpace()) && "Spaces should match");
-  disjuncts.push_back(disjunct);
+  disjuncts.emplace_back(disjunct);
 }
 
 /// Mutate this set, turning it into the union of this set and the given set.
@@ -121,8 +121,8 @@ PresburgerRelation::unionSet(const PresburgerRelation &set) const {
 
 /// A point is contained in the union iff any of the parts contain the point.
 bool PresburgerRelation::containsPoint(ArrayRef<DynamicAPInt> point) const {
-  return llvm::any_of(disjuncts, [&](const IntegerRelation &disjunct) {
-    return (disjunct.containsPointNoLocal(point));
+  return llvm::any_of(disjuncts, [&point](const IntegerRelation &disjunct) {
+    return disjunct.containsPointNoLocal(point);
   });
 }
 
@@ -376,6 +376,15 @@ static PresburgerRelation getSetDifference(IntegerRelation b,
     // The index of the last inequality that was processed at this level.
     // This is empty when we are coming to this level for the first time.
     std::optional<unsigned> lastIneqProcessed;
+
+    // Convenience constructor.
+    Frame(unsigned simplexSnapshot,
+          const IntegerRelation::CountsSnapshot &bCounts,
+          const IntegerRelation &sI, ArrayRef<unsigned> ineqsToProcess = {},
+          std::optional<unsigned> lastIneqProcessed = std::nullopt)
+        : simplexSnapshot(simplexSnapshot), bCounts(bCounts), sI(sI),
+          ineqsToProcess(ineqsToProcess), lastIneqProcessed(lastIneqProcessed) {
+    }
   };
   SmallVector<Frame, 2> frames;
 
@@ -489,9 +498,7 @@ static PresburgerRelation getSetDifference(IntegerRelation b,
         //
         // TODO: consider supporting tail recursion directly if this becomes
         // relevant for performance.
-        frames.push_back(Frame{initialSnapshot, initBCounts, sI,
-                               /*ineqsToProcess=*/{},
-                               /*lastIneqProcessed=*/{}});
+        frames.emplace_back(Frame{initialSnapshot, initBCounts, sI});
         ++level;
         continue;
       }
@@ -521,7 +528,7 @@ static PresburgerRelation getSetDifference(IntegerRelation b,
       ineqsToProcess.reserve(totalNewSimplexInequalities);
       for (unsigned i = 0; i < totalNewSimplexInequalities; ++i)
         if (!canIgnoreIneq[i])
-          ineqsToProcess.push_back(i);
+          ineqsToProcess.emplace_back(i);
 
       if (ineqsToProcess.empty()) {
         // Nothing to process; return. (we have no frame to pop.)
@@ -531,8 +538,7 @@ static PresburgerRelation getSetDifference(IntegerRelation b,
 
       unsigned simplexSnapshot = simplex.getSnapshot();
       IntegerRelation::CountsSnapshot bCounts = b.getCounts();
-      frames.push_back(Frame{simplexSnapshot, bCounts, sI, ineqsToProcess,
-                             /*lastIneqProcessed=*/std::nullopt});
+      frames.emplace_back(Frame{simplexSnapshot, bCounts, sI, ineqsToProcess});
       // We have completed the initial setup for this level.
       // Fallthrough to the main recursive part below.
     }
@@ -796,7 +802,7 @@ SetCoalescer::SetCoalescer(const PresburgerRelation &s) : space(s.getSpace()) {
       continue;
     }
     ++i;
-    simplices.push_back(simp);
+    simplices.emplace_back(simp);
   }
 }
 
@@ -928,9 +934,9 @@ LogicalResult SetCoalescer::typeInequality(ArrayRef<DynamicAPInt> ineq,
                                            Simplex &simp) {
   Simplex::IneqType type = simp.findIneqType(ineq);
   if (type == Simplex::IneqType::Redundant)
-    redundantIneqsB.push_back(ineq);
+    redundantIneqsB.emplace_back(ineq);
   else if (type == Simplex::IneqType::Cut)
-    cuttingIneqsB.push_back(ineq);
+    cuttingIneqsB.emplace_back(ineq);
   else
     return failure();
   return success();
@@ -940,7 +946,7 @@ LogicalResult SetCoalescer::typeEquality(ArrayRef<DynamicAPInt> eq,
                                          Simplex &simp) {
   if (typeInequality(eq, simp).failed())
     return failure();
-  negEqs.push_back(getNegatedCoeffs(eq));
+  negEqs.emplace_back(getNegatedCoeffs(eq));
   ArrayRef<DynamicAPInt> inv(negEqs.back());
   return typeInequality(inv, simp);
 }
@@ -1038,7 +1044,7 @@ PresburgerRelation PresburgerRelation::simplify() const {
 }
 
 bool PresburgerRelation::isFullDim() const {
-  return llvm::any_of(getAllDisjuncts(), [&](IntegerRelation disjunct) {
+  return llvm::any_of(getAllDisjuncts(), [](IntegerRelation disjunct) {
     return disjunct.isFullDim();
   });
 }
diff --git a/mlir/lib/Analysis/Presburger/QuasiPolynomial.cpp b/mlir/lib/Analysis/Presburger/QuasiPolynomial.cpp
index 85cb56e8a1136..940a28f0ca006 100644
--- a/mlir/lib/Analysis/Presburger/QuasiPolynomial.cpp
+++ b/mlir/lib/Analysis/Presburger/QuasiPolynomial.cpp
@@ -14,8 +14,8 @@ using namespace mlir;
 using namespace presburger;
 
 QuasiPolynomial::QuasiPolynomial(
-    unsigned numVars, SmallVector<Fraction> coeffs,
-    std::vector<std::vector<SmallVector<Fraction>>> aff)
+    unsigned numVars, ArrayRef<Fraction> coeffs,
+    ArrayRef<std::vector<SmallVector<Fraction>>> aff)
     : PresburgerSpace(/*numDomain=*/numVars, /*numRange=*/1, /*numSymbols=*/0,
                       /*numLocals=*/0),
       coefficients(coeffs), affine(aff) {
@@ -36,7 +36,7 @@ QuasiPolynomial::QuasiPolynomial(
 }
 
 /// Define a quasipolynomial which is a single constant.
-QuasiPolynomial::QuasiPolynomial(unsigned numVars, Fraction constant)
+QuasiPolynomial::QuasiPolynomial(unsigned numVars, const Fraction &constant)
     : PresburgerSpace(/*numDomain=*/numVars, /*numRange=*/1, /*numSymbols=*/0,
                       /*numLocals=*/0),
       coefficients({constant}), affine({{}}) {}
@@ -71,7 +71,7 @@ QuasiPolynomial QuasiPolynomial::operator*(const QuasiPolynomial &x) const {
   coeffs.reserve(coefficients.size() * x.coefficients.size());
   for (const Fraction &coeff : coefficients)
     for (const Fraction &xcoeff : x.coefficients)
-      coeffs.push_back(coeff * xcoeff);
+      coeffs.emplace_back(coeff * xcoeff);
 
   std::vector<SmallVector<Fraction>> product;
   std::vector<std::vector<SmallVector<Fraction>>> aff;
@@ -81,14 +81,14 @@ QuasiPolynomial QuasiPolynomial::operator*(const QuasiPolynomial &x) const {
       product.clear();
       product.insert(product.end(), term.begin(), term.end());
       product.insert(product.end(), xterm.begin(), xterm.end());
-      aff.push_back(product);
+      aff...
[truncated]

``````````

</details>


https://github.com/llvm/llvm-project/pull/97897


More information about the Mlir-commits mailing list