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author | Wang Pengcheng <wangpengcheng.pp@bytedance.com> | 2024-04-16 21:27:31 +0800 |
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committer | Wang Pengcheng <wangpengcheng.pp@bytedance.com> | 2024-04-16 21:27:31 +0800 |
commit | 36640769547bedf26ddf149132c1b75f9e088a21 (patch) | |
tree | ae7d210d8d7593f7bb672006e4a31f192a02b9c5 /mlir/lib/Dialect | |
parent | d72e50aae48ffed5fb6c1a9ad6bfc47c5ca93230 (diff) | |
parent | e7fb49c24e4be4780ee4df9829980c5e8ddd511e (diff) | |
download | llvm-36640769547bedf26ddf149132c1b75f9e088a21.zip llvm-36640769547bedf26ddf149132c1b75f9e088a21.tar.gz llvm-36640769547bedf26ddf149132c1b75f9e088a21.tar.bz2 |
Created using spr 1.3.6-beta.1
Diffstat (limited to 'mlir/lib/Dialect')
15 files changed, 112 insertions, 72 deletions
diff --git a/mlir/lib/Dialect/Affine/IR/ValueBoundsOpInterfaceImpl.cpp b/mlir/lib/Dialect/Affine/IR/ValueBoundsOpInterfaceImpl.cpp index e0c3abe..82a9fb0 100644 --- a/mlir/lib/Dialect/Affine/IR/ValueBoundsOpInterfaceImpl.cpp +++ b/mlir/lib/Dialect/Affine/IR/ValueBoundsOpInterfaceImpl.cpp @@ -120,9 +120,7 @@ mlir::affine::fullyComposeAndComputeConstantDelta(Value value1, Value value2) { mapOperands.push_back(value1); mapOperands.push_back(value2); affine::fullyComposeAffineMapAndOperands(&map, &mapOperands); - ValueDimList valueDims; - for (Value v : mapOperands) - valueDims.push_back({v, std::nullopt}); return ValueBoundsConstraintSet::computeConstantBound( - presburger::BoundType::EQ, map, valueDims); + presburger::BoundType::EQ, + ValueBoundsConstraintSet::Variable(map, mapOperands)); } diff --git a/mlir/lib/Dialect/Affine/Transforms/ReifyValueBounds.cpp b/mlir/lib/Dialect/Affine/Transforms/ReifyValueBounds.cpp index 117ee8e..1a266b7 100644 --- a/mlir/lib/Dialect/Affine/Transforms/ReifyValueBounds.cpp +++ b/mlir/lib/Dialect/Affine/Transforms/ReifyValueBounds.cpp @@ -16,16 +16,15 @@ using namespace mlir; using namespace mlir::affine; -static FailureOr<OpFoldResult> -reifyValueBound(OpBuilder &b, Location loc, presburger::BoundType type, - Value value, std::optional<int64_t> dim, - ValueBoundsConstraintSet::StopConditionFn stopCondition, - bool closedUB) { +FailureOr<OpFoldResult> mlir::affine::reifyValueBound( + OpBuilder &b, Location loc, presburger::BoundType type, + const ValueBoundsConstraintSet::Variable &var, + ValueBoundsConstraintSet::StopConditionFn stopCondition, bool closedUB) { // Compute bound. AffineMap boundMap; ValueDimList mapOperands; if (failed(ValueBoundsConstraintSet::computeBound( - boundMap, mapOperands, type, value, dim, stopCondition, closedUB))) + boundMap, mapOperands, type, var, stopCondition, closedUB))) return failure(); // Reify bound. @@ -93,7 +92,7 @@ FailureOr<OpFoldResult> mlir::affine::reifyShapedValueDimBound( // the owner of `value`. return v != value; }; - return reifyValueBound(b, loc, type, value, dim, + return reifyValueBound(b, loc, type, {value, dim}, stopCondition ? stopCondition : reifyToOperands, closedUB); } @@ -105,7 +104,7 @@ FailureOr<OpFoldResult> mlir::affine::reifyIndexValueBound( ValueBoundsConstraintSet &cstr) { return v != value; }; - return reifyValueBound(b, loc, type, value, /*dim=*/std::nullopt, + return reifyValueBound(b, loc, type, value, stopCondition ? stopCondition : reifyToOperands, closedUB); } diff --git a/mlir/lib/Dialect/Arith/IR/ValueBoundsOpInterfaceImpl.cpp b/mlir/lib/Dialect/Arith/IR/ValueBoundsOpInterfaceImpl.cpp index f0d4380..7cfcc41 100644 --- a/mlir/lib/Dialect/Arith/IR/ValueBoundsOpInterfaceImpl.cpp +++ b/mlir/lib/Dialect/Arith/IR/ValueBoundsOpInterfaceImpl.cpp @@ -107,9 +107,9 @@ struct SelectOpInterface // If trueValue <= falseValue: // * result <= falseValue // * result >= trueValue - if (cstr.compare(trueValue, dim, + if (cstr.compare(/*lhs=*/{trueValue, dim}, ValueBoundsConstraintSet::ComparisonOperator::LE, - falseValue, dim)) { + /*rhs=*/{falseValue, dim})) { if (dim) { cstr.bound(value)[*dim] >= cstr.getExpr(trueValue, dim); cstr.bound(value)[*dim] <= cstr.getExpr(falseValue, dim); @@ -121,9 +121,9 @@ struct SelectOpInterface // If falseValue <= trueValue: // * result <= trueValue // * result >= falseValue - if (cstr.compare(falseValue, dim, + if (cstr.compare(/*lhs=*/{falseValue, dim}, ValueBoundsConstraintSet::ComparisonOperator::LE, - trueValue, dim)) { + /*rhs=*/{trueValue, dim})) { if (dim) { cstr.bound(value)[*dim] >= cstr.getExpr(falseValue, dim); cstr.bound(value)[*dim] <= cstr.getExpr(trueValue, dim); diff --git a/mlir/lib/Dialect/Arith/Transforms/IntNarrowing.cpp b/mlir/lib/Dialect/Arith/Transforms/IntNarrowing.cpp index 79fabd6..f87f3d6 100644 --- a/mlir/lib/Dialect/Arith/Transforms/IntNarrowing.cpp +++ b/mlir/lib/Dialect/Arith/Transforms/IntNarrowing.cpp @@ -449,7 +449,7 @@ struct IndexCastPattern final : NarrowingPattern<CastOp> { return failure(); FailureOr<int64_t> ub = ValueBoundsConstraintSet::computeConstantBound( - presburger::BoundType::UB, in, /*dim=*/std::nullopt, + presburger::BoundType::UB, in, /*stopCondition=*/nullptr, /*closedUB=*/true); if (failed(ub)) return failure(); diff --git a/mlir/lib/Dialect/Arith/Transforms/ReifyValueBounds.cpp b/mlir/lib/Dialect/Arith/Transforms/ReifyValueBounds.cpp index fad2212..5fb7953 100644 --- a/mlir/lib/Dialect/Arith/Transforms/ReifyValueBounds.cpp +++ b/mlir/lib/Dialect/Arith/Transforms/ReifyValueBounds.cpp @@ -61,16 +61,15 @@ static Value buildArithValue(OpBuilder &b, Location loc, AffineMap map, return buildExpr(map.getResult(0)); } -static FailureOr<OpFoldResult> -reifyValueBound(OpBuilder &b, Location loc, presburger::BoundType type, - Value value, std::optional<int64_t> dim, - ValueBoundsConstraintSet::StopConditionFn stopCondition, - bool closedUB) { +FailureOr<OpFoldResult> mlir::arith::reifyValueBound( + OpBuilder &b, Location loc, presburger::BoundType type, + const ValueBoundsConstraintSet::Variable &var, + ValueBoundsConstraintSet::StopConditionFn stopCondition, bool closedUB) { // Compute bound. AffineMap boundMap; ValueDimList mapOperands; if (failed(ValueBoundsConstraintSet::computeBound( - boundMap, mapOperands, type, value, dim, stopCondition, closedUB))) + boundMap, mapOperands, type, var, stopCondition, closedUB))) return failure(); // Materialize tensor.dim/memref.dim ops. @@ -128,7 +127,7 @@ FailureOr<OpFoldResult> mlir::arith::reifyShapedValueDimBound( // the owner of `value`. return v != value; }; - return reifyValueBound(b, loc, type, value, dim, + return reifyValueBound(b, loc, type, {value, dim}, stopCondition ? stopCondition : reifyToOperands, closedUB); } @@ -140,7 +139,7 @@ FailureOr<OpFoldResult> mlir::arith::reifyIndexValueBound( ValueBoundsConstraintSet &cstr) { return v != value; }; - return reifyValueBound(b, loc, type, value, /*dim=*/std::nullopt, + return reifyValueBound(b, loc, type, value, stopCondition ? stopCondition : reifyToOperands, closedUB); } diff --git a/mlir/lib/Dialect/ArmSME/Transforms/VectorLegalization.cpp b/mlir/lib/Dialect/ArmSME/Transforms/VectorLegalization.cpp index 31500c6..b595c6d 100644 --- a/mlir/lib/Dialect/ArmSME/Transforms/VectorLegalization.cpp +++ b/mlir/lib/Dialect/ArmSME/Transforms/VectorLegalization.cpp @@ -165,6 +165,35 @@ int getNumberOfSMETilesForVectorType(VectorType type) { return (vectorRows * vectorCols) / (minNumElts * minNumElts); } +/// Legalize `arith.constant dense<value>` splat operations to fit within SME +/// tiles by decomposing them into tile-sized operations. +struct LegalizeArithConstantOpsByDecomposition + : public OneToNOpConversionPattern<arith::ConstantOp> { + using OneToNOpConversionPattern::OneToNOpConversionPattern; + + LogicalResult + matchAndRewrite(arith::ConstantOp constantOp, OpAdaptor adaptor, + OneToNPatternRewriter &rewriter) const override { + auto vectorType = dyn_cast<VectorType>(constantOp.getType()); + auto denseAttr = dyn_cast<DenseElementsAttr>(constantOp.getValueAttr()); + if (!vectorType || !denseAttr || !denseAttr.isSplat()) + return failure(); + + if (!isMultipleOfSMETileVectorType(vectorType)) + return rewriter.notifyMatchFailure(constantOp, + kMatchFailureNotSMETileTypeMultiple); + + auto smeTileType = getSMETileTypeForElement(vectorType.getElementType()); + auto tileCount = getNumberOfSMETilesForVectorType(vectorType); + auto tileSplat = rewriter.create<arith::ConstantOp>( + constantOp.getLoc(), denseAttr.resizeSplat(smeTileType)); + rewriter.replaceOp(constantOp, SmallVector<Value>(tileCount, tileSplat), + adaptor.getResultMapping()); + + return success(); + } +}; + /// Legalize `vector.outerproduct` operations to fit within SME tiles by /// decomposing them into tile-sized operations. struct LegalizeVectorOuterProductOpsByDecomposition @@ -637,7 +666,8 @@ struct VectorLegalizationPass // Note: High benefit to ensure masked outer products are lowered first. patterns.add<LegalizeMaskedVectorOuterProductOpsByDecomposition>( converter, context, 1024); - patterns.add<LegalizeVectorOuterProductOpsByDecomposition, + patterns.add<LegalizeArithConstantOpsByDecomposition, + LegalizeVectorOuterProductOpsByDecomposition, LegalizeTransferReadOpsByDecomposition, LegalizeTransferWriteOpsByDecomposition>(converter, context); populateFuncTypeConversionPatterns(converter, patterns); diff --git a/mlir/lib/Dialect/Linalg/Transforms/Padding.cpp b/mlir/lib/Dialect/Linalg/Transforms/Padding.cpp index 8c4b70d..518d2e1 100644 --- a/mlir/lib/Dialect/Linalg/Transforms/Padding.cpp +++ b/mlir/lib/Dialect/Linalg/Transforms/Padding.cpp @@ -72,8 +72,10 @@ static LogicalResult computePaddedShape(linalg::LinalgOp opToPad, // Otherwise, try to compute a constant upper bound for the size value. FailureOr<int64_t> upperBound = ValueBoundsConstraintSet::computeConstantBound( - presburger::BoundType::UB, opOperand->get(), - /*dim=*/i, /*stopCondition=*/nullptr, /*closedUB=*/true); + presburger::BoundType::UB, + {opOperand->get(), + /*dim=*/i}, + /*stopCondition=*/nullptr, /*closedUB=*/true); if (failed(upperBound)) { LLVM_DEBUG(DBGS() << "----could not compute a bounding box for padding"); return failure(); diff --git a/mlir/lib/Dialect/Linalg/Transforms/Promotion.cpp b/mlir/lib/Dialect/Linalg/Transforms/Promotion.cpp index ac896d6..71eb59d 100644 --- a/mlir/lib/Dialect/Linalg/Transforms/Promotion.cpp +++ b/mlir/lib/Dialect/Linalg/Transforms/Promotion.cpp @@ -257,14 +257,12 @@ FailureOr<PromotionInfo> mlir::linalg::promoteSubviewAsNewBuffer( if (auto attr = llvm::dyn_cast_if_present<Attribute>(rangeValue.size)) { size = getValueOrCreateConstantIndexOp(b, loc, rangeValue.size); } else { - Value materializedSize = - getValueOrCreateConstantIndexOp(b, loc, rangeValue.size); FailureOr<int64_t> upperBound = ValueBoundsConstraintSet::computeConstantBound( - presburger::BoundType::UB, materializedSize, /*dim=*/std::nullopt, + presburger::BoundType::UB, rangeValue.size, /*stopCondition=*/nullptr, /*closedUB=*/true); size = failed(upperBound) - ? materializedSize + ? getValueOrCreateConstantIndexOp(b, loc, rangeValue.size) : b.create<arith::ConstantIndexOp>(loc, *upperBound); } LLVM_DEBUG(llvm::dbgs() << "Extracted tightest: " << size << "\n"); diff --git a/mlir/lib/Dialect/MemRef/Transforms/IndependenceTransforms.cpp b/mlir/lib/Dialect/MemRef/Transforms/IndependenceTransforms.cpp index 10ba508..1f06318 100644 --- a/mlir/lib/Dialect/MemRef/Transforms/IndependenceTransforms.cpp +++ b/mlir/lib/Dialect/MemRef/Transforms/IndependenceTransforms.cpp @@ -23,12 +23,11 @@ static FailureOr<OpFoldResult> makeIndependent(OpBuilder &b, Location loc, ValueRange independencies) { if (ofr.is<Attribute>()) return ofr; - Value value = ofr.get<Value>(); AffineMap boundMap; ValueDimList mapOperands; if (failed(ValueBoundsConstraintSet::computeIndependentBound( - boundMap, mapOperands, presburger::BoundType::UB, value, - /*dim=*/std::nullopt, independencies, /*closedUB=*/true))) + boundMap, mapOperands, presburger::BoundType::UB, ofr, independencies, + /*closedUB=*/true))) return failure(); return affine::materializeComputedBound(b, loc, boundMap, mapOperands); } diff --git a/mlir/lib/Dialect/OpenMP/IR/OpenMPDialect.cpp b/mlir/lib/Dialect/OpenMP/IR/OpenMPDialect.cpp index 90b49b2..e500d0f 100644 --- a/mlir/lib/Dialect/OpenMP/IR/OpenMPDialect.cpp +++ b/mlir/lib/Dialect/OpenMP/IR/OpenMPDialect.cpp @@ -1656,6 +1656,17 @@ LogicalResult DistributeOp::verify() { return emitError( "expected equal sizes for allocate and allocator variables"); + if (!isWrapper()) + return emitOpError() << "must be a loop wrapper"; + + if (LoopWrapperInterface nested = getNestedWrapper()) { + // Check for the allowed leaf constructs that may appear in a composite + // construct directly after DISTRIBUTE. + if (!isa<ParallelOp, SimdLoopOp>(nested)) + return emitError() << "only supported nested wrappers are 'omp.parallel' " + "and 'omp.simdloop'"; + } + return success(); } @@ -1818,9 +1829,8 @@ void TaskloopOp::build(OpBuilder &builder, OperationState &state, MLIRContext *ctx = builder.getContext(); // TODO Store clauses in op: reductionByRefAttr, privateVars, privatizers. TaskloopOp::build( - builder, state, clauses.loopLBVar, clauses.loopUBVar, clauses.loopStepVar, - clauses.loopInclusiveAttr, clauses.ifVar, clauses.finalVar, - clauses.untiedAttr, clauses.mergeableAttr, clauses.inReductionVars, + builder, state, clauses.ifVar, clauses.finalVar, clauses.untiedAttr, + clauses.mergeableAttr, clauses.inReductionVars, makeArrayAttr(ctx, clauses.inReductionDeclSymbols), clauses.reductionVars, makeArrayAttr(ctx, clauses.reductionDeclSymbols), clauses.priorityVar, clauses.allocateVars, clauses.allocatorVars, clauses.grainsizeVar, @@ -1859,6 +1869,16 @@ LogicalResult TaskloopOp::verify() { "the grainsize clause and num_tasks clause are mutually exclusive and " "may not appear on the same taskloop directive"); } + + if (!isWrapper()) + return emitOpError() << "must be a loop wrapper"; + + if (LoopWrapperInterface nested = getNestedWrapper()) { + // Check for the allowed leaf constructs that may appear in a composite + // construct directly after TASKLOOP. + if (!isa<SimdLoopOp>(nested)) + return emitError() << "only supported nested wrapper is 'omp.simdloop'"; + } return success(); } diff --git a/mlir/lib/Dialect/SCF/IR/ValueBoundsOpInterfaceImpl.cpp b/mlir/lib/Dialect/SCF/IR/ValueBoundsOpInterfaceImpl.cpp index 087ffc4..17a1c01 100644 --- a/mlir/lib/Dialect/SCF/IR/ValueBoundsOpInterfaceImpl.cpp +++ b/mlir/lib/Dialect/SCF/IR/ValueBoundsOpInterfaceImpl.cpp @@ -61,12 +61,13 @@ struct ForOpInterface // An EQ constraint can be added if the yielded value (dimension size) // equals the corresponding block argument (dimension size). if (cstr.populateAndCompare( - yieldedValue, dim, ValueBoundsConstraintSet::ComparisonOperator::EQ, - iterArg, dim)) { + /*lhs=*/{yieldedValue, dim}, + ValueBoundsConstraintSet::ComparisonOperator::EQ, + /*rhs=*/{iterArg, dim})) { if (dim.has_value()) { cstr.bound(value)[*dim] == cstr.getExpr(initArg, dim); } else { - cstr.bound(value) == initArg; + cstr.bound(value) == cstr.getExpr(initArg); } } } @@ -113,8 +114,9 @@ struct IfOpInterface // * result <= elseValue // * result >= thenValue if (cstr.populateAndCompare( - thenValue, dim, ValueBoundsConstraintSet::ComparisonOperator::LE, - elseValue, dim)) { + /*lhs=*/{thenValue, dim}, + ValueBoundsConstraintSet::ComparisonOperator::LE, + /*rhs=*/{elseValue, dim})) { if (dim) { cstr.bound(value)[*dim] >= cstr.getExpr(thenValue, dim); cstr.bound(value)[*dim] <= cstr.getExpr(elseValue, dim); @@ -127,8 +129,9 @@ struct IfOpInterface // * result <= thenValue // * result >= elseValue if (cstr.populateAndCompare( - elseValue, dim, ValueBoundsConstraintSet::ComparisonOperator::LE, - thenValue, dim)) { + /*lhs=*/{elseValue, dim}, + ValueBoundsConstraintSet::ComparisonOperator::LE, + /*rhs=*/{thenValue, dim})) { if (dim) { cstr.bound(value)[*dim] >= cstr.getExpr(elseValue, dim); cstr.bound(value)[*dim] <= cstr.getExpr(thenValue, dim); diff --git a/mlir/lib/Dialect/SCF/Transforms/UpliftWhileToFor.cpp b/mlir/lib/Dialect/SCF/Transforms/UpliftWhileToFor.cpp index fea2f65..7b4024b 100644 --- a/mlir/lib/Dialect/SCF/Transforms/UpliftWhileToFor.cpp +++ b/mlir/lib/Dialect/SCF/Transforms/UpliftWhileToFor.cpp @@ -101,38 +101,30 @@ FailureOr<scf::ForOp> mlir::scf::upliftWhileToForLoop(RewriterBase &rewriter, Block *afterBody = loop.getAfterBody(); scf::YieldOp afterTerm = loop.getYieldOp(); - auto argNumber = inductionVar.getArgNumber(); - auto afterTermIndArg = afterTerm.getResults()[argNumber]; + unsigned argNumber = inductionVar.getArgNumber(); + Value afterTermIndArg = afterTerm.getResults()[argNumber]; - auto inductionVarAfter = afterBody->getArgument(argNumber); - - Value step; + Value inductionVarAfter = afterBody->getArgument(argNumber); // Find suitable `addi` op inside `after` block, one of the args must be an // Induction var passed from `before` block and second arg must be defined // outside of the loop and will be considered step value. // TODO: Add `subi` support? - for (auto &use : inductionVarAfter.getUses()) { - auto owner = dyn_cast<arith::AddIOp>(use.getOwner()); - if (!owner) - continue; - - auto other = - (inductionVarAfter == owner.getLhs() ? owner.getRhs() : owner.getLhs()); - if (!dom.properlyDominates(other, loop)) - continue; - - if (afterTermIndArg != owner.getResult()) - continue; + auto addOp = afterTermIndArg.getDefiningOp<arith::AddIOp>(); + if (!addOp) + return rewriter.notifyMatchFailure(loop, "Didn't found suitable 'addi' op"); - step = other; - break; + Value step; + if (addOp.getLhs() == inductionVarAfter) { + step = addOp.getRhs(); + } else if (addOp.getRhs() == inductionVarAfter) { + step = addOp.getLhs(); } - if (!step) - return rewriter.notifyMatchFailure(loop, "Didn't found suitable 'addi' op"); + if (!step || !dom.properlyDominates(step, loop)) + return rewriter.notifyMatchFailure(loop, "Invalid 'addi' form"); - auto lb = loop.getInits()[argNumber]; + Value lb = loop.getInits()[argNumber]; assert(lb.getType().isIntOrIndex()); assert(lb.getType() == ub.getType()); diff --git a/mlir/lib/Dialect/Tensor/IR/TensorTilingInterfaceImpl.cpp b/mlir/lib/Dialect/Tensor/IR/TensorTilingInterfaceImpl.cpp index 67080d8..d25efcf 100644 --- a/mlir/lib/Dialect/Tensor/IR/TensorTilingInterfaceImpl.cpp +++ b/mlir/lib/Dialect/Tensor/IR/TensorTilingInterfaceImpl.cpp @@ -289,8 +289,7 @@ static UnpackTileDimInfo getUnpackTileDimInfo(OpBuilder &b, UnPackOp unpackOp, info.isAlignedToInnerTileSize = false; FailureOr<int64_t> cstSize = ValueBoundsConstraintSet::computeConstantBound( - presburger::BoundType::UB, - getValueOrCreateConstantIndexOp(b, loc, tileSize), /*dim=*/std::nullopt, + presburger::BoundType::UB, tileSize, /*stopCondition=*/nullptr, /*closedUB=*/true); std::optional<int64_t> cstInnerSize = getConstantIntValue(innerTileSize); if (!failed(cstSize) && cstInnerSize) { diff --git a/mlir/lib/Dialect/Tensor/Transforms/IndependenceTransforms.cpp b/mlir/lib/Dialect/Tensor/Transforms/IndependenceTransforms.cpp index 72173086..a89ce20 100644 --- a/mlir/lib/Dialect/Tensor/Transforms/IndependenceTransforms.cpp +++ b/mlir/lib/Dialect/Tensor/Transforms/IndependenceTransforms.cpp @@ -28,7 +28,8 @@ static FailureOr<OpFoldResult> makeIndependent(OpBuilder &b, Location loc, ValueDimList mapOperands; if (failed(ValueBoundsConstraintSet::computeIndependentBound( boundMap, mapOperands, presburger::BoundType::UB, value, - /*dim=*/std::nullopt, independencies, /*closedUB=*/true))) + independencies, + /*closedUB=*/true))) return failure(); return mlir::affine::materializeComputedBound(b, loc, boundMap, mapOperands); } diff --git a/mlir/lib/Dialect/Tensor/Utils/Utils.cpp b/mlir/lib/Dialect/Tensor/Utils/Utils.cpp index 2dd91e2..15381ec 100644 --- a/mlir/lib/Dialect/Tensor/Utils/Utils.cpp +++ b/mlir/lib/Dialect/Tensor/Utils/Utils.cpp @@ -154,7 +154,7 @@ bool mlir::tensor::isCastLikeInsertSliceOp(InsertSliceOp op) { continue; } FailureOr<bool> equalDimSize = ValueBoundsConstraintSet::areEqual( - op.getSource(), op.getResult(), srcDim, resultDim); + {op.getSource(), srcDim}, {op.getResult(), resultDim}); if (failed(equalDimSize) || !*equalDimSize) return false; ++srcDim; @@ -178,7 +178,7 @@ bool mlir::tensor::isCastLikeExtractSliceOp(ExtractSliceOp op) { continue; } FailureOr<bool> equalDimSize = ValueBoundsConstraintSet::areEqual( - op.getSource(), op.getResult(), dim, resultDim); + {op.getSource(), dim}, {op.getResult(), resultDim}); if (failed(equalDimSize) || !*equalDimSize) return false; ++resultDim; |