//===- TestPatterns.cpp - Test dialect pattern driver ---------------------===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// #include "TestDialect.h" #include "TestTypes.h" #include "mlir/Dialect/Arith/IR/Arith.h" #include "mlir/Dialect/Func/IR/FuncOps.h" #include "mlir/Dialect/Func/Transforms/FuncConversions.h" #include "mlir/Dialect/Tensor/IR/Tensor.h" #include "mlir/IR/Matchers.h" #include "mlir/Pass/Pass.h" #include "mlir/Transforms/DialectConversion.h" #include "mlir/Transforms/FoldUtils.h" #include "mlir/Transforms/GreedyPatternRewriteDriver.h" #include "llvm/ADT/ScopeExit.h" using namespace mlir; using namespace test; // Native function for testing NativeCodeCall static Value chooseOperand(Value input1, Value input2, BoolAttr choice) { return choice.getValue() ? input1 : input2; } static void createOpI(PatternRewriter &rewriter, Location loc, Value input) { rewriter.create(loc, input); } static void handleNoResultOp(PatternRewriter &rewriter, OpSymbolBindingNoResult op) { // Turn the no result op to a one-result op. rewriter.create(op.getLoc(), op.getOperand().getType(), op.getOperand()); } static bool getFirstI32Result(Operation *op, Value &value) { if (!Type(op->getResult(0).getType()).isSignlessInteger(32)) return false; value = op->getResult(0); return true; } static Value bindNativeCodeCallResult(Value value) { return value; } static SmallVector bindMultipleNativeCodeCallResult(Value input1, Value input2) { return SmallVector({input2, input1}); } // Test that natives calls are only called once during rewrites. // OpM_Test will return Pi, increased by 1 for each subsequent calls. // This let us check the number of times OpM_Test was called by inspecting // the returned value in the MLIR output. static int64_t opMIncreasingValue = 314159265; static Attribute opMTest(PatternRewriter &rewriter, Value val) { int64_t i = opMIncreasingValue++; return rewriter.getIntegerAttr(rewriter.getIntegerType(32), i); } namespace { #include "TestPatterns.inc" } // namespace //===----------------------------------------------------------------------===// // Test Reduce Pattern Interface //===----------------------------------------------------------------------===// void test::populateTestReductionPatterns(RewritePatternSet &patterns) { populateWithGenerated(patterns); } //===----------------------------------------------------------------------===// // Canonicalizer Driver. //===----------------------------------------------------------------------===// namespace { struct FoldingPattern : public RewritePattern { public: FoldingPattern(MLIRContext *context) : RewritePattern(TestOpInPlaceFoldAnchor::getOperationName(), /*benefit=*/1, context) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { // Exercise createOrFold API for a single-result operation that is folded // upon construction. The operation being created has an in-place folder, // and it should be still present in the output. Furthermore, the folder // should not crash when attempting to recover the (unchanged) operation // result. Value result = rewriter.createOrFold( op->getLoc(), rewriter.getIntegerType(32), op->getOperand(0)); assert(result); rewriter.replaceOp(op, result); return success(); } }; /// This pattern creates a foldable operation at the entry point of the block. /// This tests the situation where the operation folder will need to replace an /// operation with a previously created constant that does not initially /// dominate the operation to replace. struct FolderInsertBeforePreviouslyFoldedConstantPattern : public OpRewritePattern { public: using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(TestCastOp op, PatternRewriter &rewriter) const override { if (!op->hasAttr("test_fold_before_previously_folded_op")) return failure(); rewriter.setInsertionPointToStart(op->getBlock()); auto constOp = rewriter.create( op.getLoc(), rewriter.getBoolAttr(true)); rewriter.replaceOpWithNewOp(op, rewriter.getI32Type(), Value(constOp)); return success(); } }; /// This pattern matches test.op_commutative2 with the first operand being /// another test.op_commutative2 with a constant on the right side and fold it /// away by propagating it as its result. This is intend to check that patterns /// are applied after the commutative property moves constant to the right. struct FolderCommutativeOp2WithConstant : public OpRewritePattern { public: using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(TestCommutative2Op op, PatternRewriter &rewriter) const override { auto operand = dyn_cast_or_null(op->getOperand(0).getDefiningOp()); if (!operand) return failure(); Attribute constInput; if (!matchPattern(operand->getOperand(1), m_Constant(&constInput))) return failure(); rewriter.replaceOp(op, operand->getOperand(1)); return success(); } }; /// This pattern matches test.any_attr_of_i32_str ops. In case of an integer /// attribute with value smaller than MaxVal, it increments the value by 1. template struct IncrementIntAttribute : public OpRewritePattern { using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(AnyAttrOfOp op, PatternRewriter &rewriter) const override { auto intAttr = dyn_cast(op.getAttr()); if (!intAttr) return failure(); int64_t val = intAttr.getInt(); if (val >= MaxVal) return failure(); rewriter.modifyOpInPlace( op, [&]() { op.setAttrAttr(rewriter.getI32IntegerAttr(val + 1)); }); return success(); } }; /// This patterns adds an "eligible" attribute to "foo.maybe_eligible_op". struct MakeOpEligible : public RewritePattern { MakeOpEligible(MLIRContext *context) : RewritePattern("foo.maybe_eligible_op", /*benefit=*/1, context) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { if (op->hasAttr("eligible")) return failure(); rewriter.modifyOpInPlace( op, [&]() { op->setAttr("eligible", rewriter.getUnitAttr()); }); return success(); } }; /// This pattern hoists eligible ops out of a "test.one_region_op". struct HoistEligibleOps : public OpRewritePattern { using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(test::OneRegionOp op, PatternRewriter &rewriter) const override { Operation *terminator = op.getRegion().front().getTerminator(); Operation *toBeHoisted = terminator->getOperands()[0].getDefiningOp(); if (toBeHoisted->getParentOp() != op) return failure(); if (!toBeHoisted->hasAttr("eligible")) return failure(); // Hoisting means removing an op from the enclosing op. I.e., the enclosing // op is modified. rewriter.modifyOpInPlace(op, [&]() { toBeHoisted->moveBefore(op); }); return success(); } }; struct TestPatternDriver : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestPatternDriver) TestPatternDriver() = default; TestPatternDriver(const TestPatternDriver &other) : PassWrapper(other) {} StringRef getArgument() const final { return "test-patterns"; } StringRef getDescription() const final { return "Run test dialect patterns"; } void runOnOperation() override { mlir::RewritePatternSet patterns(&getContext()); populateWithGenerated(patterns); // Verify named pattern is generated with expected name. patterns.add(&getContext()); // Additional patterns for testing the GreedyPatternRewriteDriver. patterns.insert>(&getContext()); GreedyRewriteConfig config; config.useTopDownTraversal = this->useTopDownTraversal; config.maxIterations = this->maxIterations; (void)applyPatternsAndFoldGreedily(getOperation(), std::move(patterns), config); } Option useTopDownTraversal{ *this, "top-down", llvm::cl::desc("Seed the worklist in general top-down order"), llvm::cl::init(GreedyRewriteConfig().useTopDownTraversal)}; Option maxIterations{ *this, "max-iterations", llvm::cl::desc("Max. iterations in the GreedyRewriteConfig"), llvm::cl::init(GreedyRewriteConfig().maxIterations)}; }; struct DumpNotifications : public RewriterBase::Listener { void notifyOperationRemoved(Operation *op) override { llvm::outs() << "notifyOperationRemoved: " << op->getName() << "\n"; } }; struct TestStrictPatternDriver : public PassWrapper> { public: MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestStrictPatternDriver) TestStrictPatternDriver() = default; TestStrictPatternDriver(const TestStrictPatternDriver &other) { strictMode = other.strictMode; } StringRef getArgument() const final { return "test-strict-pattern-driver"; } StringRef getDescription() const final { return "Test strict mode of pattern driver"; } void runOnOperation() override { MLIRContext *ctx = &getContext(); mlir::RewritePatternSet patterns(ctx); patterns.add< // clang-format off InsertSameOp, ReplaceWithNewOp, EraseOp, ChangeBlockOp, ImplicitChangeOp // clang-format on >(ctx); SmallVector ops; getOperation()->walk([&](Operation *op) { StringRef opName = op->getName().getStringRef(); if (opName == "test.insert_same_op" || opName == "test.change_block_op" || opName == "test.replace_with_new_op" || opName == "test.erase_op") { ops.push_back(op); } }); DumpNotifications dumpNotifications; GreedyRewriteConfig config; config.listener = &dumpNotifications; if (strictMode == "AnyOp") { config.strictMode = GreedyRewriteStrictness::AnyOp; } else if (strictMode == "ExistingAndNewOps") { config.strictMode = GreedyRewriteStrictness::ExistingAndNewOps; } else if (strictMode == "ExistingOps") { config.strictMode = GreedyRewriteStrictness::ExistingOps; } else { llvm_unreachable("invalid strictness option"); } // Check if these transformations introduce visiting of operations that // are not in the `ops` set (The new created ops are valid). An invalid // operation will trigger the assertion while processing. bool changed = false; bool allErased = false; (void)applyOpPatternsAndFold(ArrayRef(ops), std::move(patterns), config, &changed, &allErased); Builder b(ctx); getOperation()->setAttr("pattern_driver_changed", b.getBoolAttr(changed)); getOperation()->setAttr("pattern_driver_all_erased", b.getBoolAttr(allErased)); } Option strictMode{ *this, "strictness", llvm::cl::desc("Can be {AnyOp, ExistingAndNewOps, ExistingOps}"), llvm::cl::init("AnyOp")}; private: // New inserted operation is valid for further transformation. class InsertSameOp : public RewritePattern { public: InsertSameOp(MLIRContext *context) : RewritePattern("test.insert_same_op", /*benefit=*/1, context) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { if (op->hasAttr("skip")) return failure(); Operation *newOp = rewriter.create(op->getLoc(), op->getName().getIdentifier(), op->getOperands(), op->getResultTypes()); rewriter.modifyOpInPlace( op, [&]() { op->setAttr("skip", rewriter.getBoolAttr(true)); }); newOp->setAttr("skip", rewriter.getBoolAttr(true)); return success(); } }; // Replace an operation may introduce the re-visiting of its users. class ReplaceWithNewOp : public RewritePattern { public: ReplaceWithNewOp(MLIRContext *context) : RewritePattern("test.replace_with_new_op", /*benefit=*/1, context) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { Operation *newOp; if (op->hasAttr("create_erase_op")) { newOp = rewriter.create( op->getLoc(), OperationName("test.erase_op", op->getContext()).getIdentifier(), ValueRange(), TypeRange()); } else { newOp = rewriter.create( op->getLoc(), OperationName("test.new_op", op->getContext()).getIdentifier(), op->getOperands(), op->getResultTypes()); } rewriter.replaceOp(op, newOp->getResults()); return success(); } }; // Remove an operation may introduce the re-visiting of its operands. class EraseOp : public RewritePattern { public: EraseOp(MLIRContext *context) : RewritePattern("test.erase_op", /*benefit=*/1, context) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { rewriter.eraseOp(op); return success(); } }; // The following two patterns test RewriterBase::replaceAllUsesWith. // // That function replaces all usages of a Block (or a Value) with another one // *and tracks these changes in the rewriter.* The GreedyPatternRewriteDriver // with GreedyRewriteStrictness::AnyOp uses that tracking to construct its // worklist: when an op is modified, it is added to the worklist. The two // patterns below make the tracking observable: ChangeBlockOp replaces all // usages of a block and that pattern is applied because the corresponding ops // are put on the initial worklist (see above). ImplicitChangeOp does an // unrelated change but ops of the corresponding type are *not* on the initial // worklist, so the effect of the second pattern is only visible if the // tracking and subsequent adding to the worklist actually works. // Replace all usages of the first successor with the second successor. class ChangeBlockOp : public RewritePattern { public: ChangeBlockOp(MLIRContext *context) : RewritePattern("test.change_block_op", /*benefit=*/1, context) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { if (op->getNumSuccessors() < 2) return failure(); Block *firstSuccessor = op->getSuccessor(0); Block *secondSuccessor = op->getSuccessor(1); if (firstSuccessor == secondSuccessor) return failure(); // This is the function being tested: rewriter.replaceAllUsesWith(firstSuccessor, secondSuccessor); // Using the following line instead would make the test fail: // firstSuccessor->replaceAllUsesWith(secondSuccessor); return success(); } }; // Changes the successor to the parent block. class ImplicitChangeOp : public RewritePattern { public: ImplicitChangeOp(MLIRContext *context) : RewritePattern("test.implicit_change_op", /*benefit=*/1, context) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { if (op->getNumSuccessors() < 1 || op->getSuccessor(0) == op->getBlock()) return failure(); rewriter.modifyOpInPlace(op, [&]() { op->setSuccessor(op->getBlock(), 0); }); return success(); } }; }; } // namespace //===----------------------------------------------------------------------===// // ReturnType Driver. //===----------------------------------------------------------------------===// namespace { // Generate ops for each instance where the type can be successfully inferred. template static void invokeCreateWithInferredReturnType(Operation *op) { auto *context = op->getContext(); auto fop = op->getParentOfType(); auto location = UnknownLoc::get(context); OpBuilder b(op); b.setInsertionPointAfter(op); // Use permutations of 2 args as operands. assert(fop.getNumArguments() >= 2); for (int i = 0, e = fop.getNumArguments(); i < e; ++i) { for (int j = 0; j < e; ++j) { std::array values = {{fop.getArgument(i), fop.getArgument(j)}}; SmallVector inferredReturnTypes; if (succeeded(OpTy::inferReturnTypes( context, std::nullopt, values, op->getDiscardableAttrDictionary(), op->getPropertiesStorage(), op->getRegions(), inferredReturnTypes))) { OperationState state(location, OpTy::getOperationName()); // TODO: Expand to regions. OpTy::build(b, state, values, op->getAttrs()); (void)b.create(state); } } } } static void reifyReturnShape(Operation *op) { OpBuilder b(op); // Use permutations of 2 args as operands. auto shapedOp = cast(op); SmallVector shapes; if (failed(shapedOp.reifyReturnTypeShapes(b, op->getOperands(), shapes)) || !llvm::hasSingleElement(shapes)) return; for (const auto &it : llvm::enumerate(shapes)) { op->emitRemark() << "value " << it.index() << ": " << it.value().getDefiningOp(); } } struct TestReturnTypeDriver : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestReturnTypeDriver) void getDependentDialects(DialectRegistry ®istry) const override { registry.insert(); } StringRef getArgument() const final { return "test-return-type"; } StringRef getDescription() const final { return "Run return type functions"; } void runOnOperation() override { if (getOperation().getName() == "testCreateFunctions") { std::vector ops; // Collect ops to avoid triggering on inserted ops. for (auto &op : getOperation().getBody().front()) ops.push_back(&op); // Generate test patterns for each, but skip terminator. for (auto *op : llvm::ArrayRef(ops).drop_back()) { // Test create method of each of the Op classes below. The resultant // output would be in reverse order underneath `op` from which // the attributes and regions are used. invokeCreateWithInferredReturnType(op); invokeCreateWithInferredReturnType( op); invokeCreateWithInferredReturnType< OpWithShapedTypeInferTypeInterfaceOp>(op); }; return; } if (getOperation().getName() == "testReifyFunctions") { std::vector ops; // Collect ops to avoid triggering on inserted ops. for (auto &op : getOperation().getBody().front()) if (isa(op)) ops.push_back(&op); // Generate test patterns for each, but skip terminator. for (auto *op : ops) reifyReturnShape(op); } } }; } // namespace namespace { struct TestDerivedAttributeDriver : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestDerivedAttributeDriver) StringRef getArgument() const final { return "test-derived-attr"; } StringRef getDescription() const final { return "Run test derived attributes"; } void runOnOperation() override; }; } // namespace void TestDerivedAttributeDriver::runOnOperation() { getOperation().walk([](DerivedAttributeOpInterface dOp) { auto dAttr = dOp.materializeDerivedAttributes(); if (!dAttr) return; for (auto d : dAttr) dOp.emitRemark() << d.getName().getValue() << " = " << d.getValue(); }); } //===----------------------------------------------------------------------===// // Legalization Driver. //===----------------------------------------------------------------------===// namespace { //===----------------------------------------------------------------------===// // Region-Block Rewrite Testing /// This pattern is a simple pattern that inlines the first region of a given /// operation into the parent region. struct TestRegionRewriteBlockMovement : public ConversionPattern { TestRegionRewriteBlockMovement(MLIRContext *ctx) : ConversionPattern("test.region", 1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { // Inline this region into the parent region. auto &parentRegion = *op->getParentRegion(); auto &opRegion = op->getRegion(0); if (op->getDiscardableAttr("legalizer.should_clone")) rewriter.cloneRegionBefore(opRegion, parentRegion, parentRegion.end()); else rewriter.inlineRegionBefore(opRegion, parentRegion, parentRegion.end()); if (op->getDiscardableAttr("legalizer.erase_old_blocks")) { while (!opRegion.empty()) rewriter.eraseBlock(&opRegion.front()); } // Drop this operation. rewriter.eraseOp(op); return success(); } }; /// This pattern is a simple pattern that generates a region containing an /// illegal operation. struct TestRegionRewriteUndo : public RewritePattern { TestRegionRewriteUndo(MLIRContext *ctx) : RewritePattern("test.region_builder", 1, ctx) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const final { // Create the region operation with an entry block containing arguments. OperationState newRegion(op->getLoc(), "test.region"); newRegion.addRegion(); auto *regionOp = rewriter.create(newRegion); auto *entryBlock = rewriter.createBlock(®ionOp->getRegion(0)); entryBlock->addArgument(rewriter.getIntegerType(64), rewriter.getUnknownLoc()); // Add an explicitly illegal operation to ensure the conversion fails. rewriter.create(op->getLoc(), rewriter.getIntegerType(32)); rewriter.create(op->getLoc(), ArrayRef()); // Drop this operation. rewriter.eraseOp(op); return success(); } }; /// A simple pattern that creates a block at the end of the parent region of the /// matched operation. struct TestCreateBlock : public RewritePattern { TestCreateBlock(MLIRContext *ctx) : RewritePattern("test.create_block", /*benefit=*/1, ctx) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const final { Region ®ion = *op->getParentRegion(); Type i32Type = rewriter.getIntegerType(32); Location loc = op->getLoc(); rewriter.createBlock(®ion, region.end(), {i32Type, i32Type}, {loc, loc}); rewriter.create(loc); rewriter.eraseOp(op); return success(); } }; /// A simple pattern that creates a block containing an invalid operation in /// order to trigger the block creation undo mechanism. struct TestCreateIllegalBlock : public RewritePattern { TestCreateIllegalBlock(MLIRContext *ctx) : RewritePattern("test.create_illegal_block", /*benefit=*/1, ctx) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const final { Region ®ion = *op->getParentRegion(); Type i32Type = rewriter.getIntegerType(32); Location loc = op->getLoc(); rewriter.createBlock(®ion, region.end(), {i32Type, i32Type}, {loc, loc}); // Create an illegal op to ensure the conversion fails. rewriter.create(loc, i32Type); rewriter.create(loc); rewriter.eraseOp(op); return success(); } }; /// A simple pattern that tests the undo mechanism when replacing the uses of a /// block argument. struct TestUndoBlockArgReplace : public ConversionPattern { TestUndoBlockArgReplace(MLIRContext *ctx) : ConversionPattern("test.undo_block_arg_replace", /*benefit=*/1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { auto illegalOp = rewriter.create(op->getLoc(), rewriter.getF32Type()); rewriter.replaceUsesOfBlockArgument(op->getRegion(0).getArgument(0), illegalOp->getResult(0)); rewriter.modifyOpInPlace(op, [] {}); return success(); } }; /// A rewrite pattern that tests the undo mechanism when erasing a block. struct TestUndoBlockErase : public ConversionPattern { TestUndoBlockErase(MLIRContext *ctx) : ConversionPattern("test.undo_block_erase", /*benefit=*/1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { Block *secondBlock = &*std::next(op->getRegion(0).begin()); rewriter.setInsertionPointToStart(secondBlock); rewriter.create(op->getLoc(), rewriter.getF32Type()); rewriter.eraseBlock(secondBlock); rewriter.modifyOpInPlace(op, [] {}); return success(); } }; //===----------------------------------------------------------------------===// // Type-Conversion Rewrite Testing /// This patterns erases a region operation that has had a type conversion. struct TestDropOpSignatureConversion : public ConversionPattern { TestDropOpSignatureConversion(MLIRContext *ctx, const TypeConverter &converter) : ConversionPattern(converter, "test.drop_region_op", 1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const override { Region ®ion = op->getRegion(0); Block *entry = ®ion.front(); // Convert the original entry arguments. const TypeConverter &converter = *getTypeConverter(); TypeConverter::SignatureConversion result(entry->getNumArguments()); if (failed(converter.convertSignatureArgs(entry->getArgumentTypes(), result)) || failed(rewriter.convertRegionTypes(®ion, converter, &result))) return failure(); // Convert the region signature and just drop the operation. rewriter.eraseOp(op); return success(); } }; /// This pattern simply updates the operands of the given operation. struct TestPassthroughInvalidOp : public ConversionPattern { TestPassthroughInvalidOp(MLIRContext *ctx) : ConversionPattern("test.invalid", 1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { rewriter.replaceOpWithNewOp(op, std::nullopt, operands, std::nullopt); return success(); } }; /// This pattern handles the case of a split return value. struct TestSplitReturnType : public ConversionPattern { TestSplitReturnType(MLIRContext *ctx) : ConversionPattern("test.return", 1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { // Check for a return of F32. if (op->getNumOperands() != 1 || !op->getOperand(0).getType().isF32()) return failure(); // Check if the first operation is a cast operation, if it is we use the // results directly. auto *defOp = operands[0].getDefiningOp(); if (auto packerOp = llvm::dyn_cast_or_null(defOp)) { rewriter.replaceOpWithNewOp(op, packerOp.getOperands()); return success(); } // Otherwise, fail to match. return failure(); } }; //===----------------------------------------------------------------------===// // Multi-Level Type-Conversion Rewrite Testing struct TestChangeProducerTypeI32ToF32 : public ConversionPattern { TestChangeProducerTypeI32ToF32(MLIRContext *ctx) : ConversionPattern("test.type_producer", 1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { // If the type is I32, change the type to F32. if (!Type(*op->result_type_begin()).isSignlessInteger(32)) return failure(); rewriter.replaceOpWithNewOp(op, rewriter.getF32Type()); return success(); } }; struct TestChangeProducerTypeF32ToF64 : public ConversionPattern { TestChangeProducerTypeF32ToF64(MLIRContext *ctx) : ConversionPattern("test.type_producer", 1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { // If the type is F32, change the type to F64. if (!Type(*op->result_type_begin()).isF32()) return rewriter.notifyMatchFailure(op, "expected single f32 operand"); rewriter.replaceOpWithNewOp(op, rewriter.getF64Type()); return success(); } }; struct TestChangeProducerTypeF32ToInvalid : public ConversionPattern { TestChangeProducerTypeF32ToInvalid(MLIRContext *ctx) : ConversionPattern("test.type_producer", 10, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { // Always convert to B16, even though it is not a legal type. This tests // that values are unmapped correctly. rewriter.replaceOpWithNewOp(op, rewriter.getBF16Type()); return success(); } }; struct TestUpdateConsumerType : public ConversionPattern { TestUpdateConsumerType(MLIRContext *ctx) : ConversionPattern("test.type_consumer", 1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { // Verify that the incoming operand has been successfully remapped to F64. if (!operands[0].getType().isF64()) return failure(); rewriter.replaceOpWithNewOp(op, operands[0]); return success(); } }; //===----------------------------------------------------------------------===// // Non-Root Replacement Rewrite Testing /// This pattern generates an invalid operation, but replaces it before the /// pattern is finished. This checks that we don't need to legalize the /// temporary op. struct TestNonRootReplacement : public RewritePattern { TestNonRootReplacement(MLIRContext *ctx) : RewritePattern("test.replace_non_root", 1, ctx) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const final { auto resultType = *op->result_type_begin(); auto illegalOp = rewriter.create(op->getLoc(), resultType); auto legalOp = rewriter.create(op->getLoc(), resultType); rewriter.replaceOp(illegalOp, legalOp); rewriter.replaceOp(op, illegalOp); return success(); } }; //===----------------------------------------------------------------------===// // Recursive Rewrite Testing /// This pattern is applied to the same operation multiple times, but has a /// bounded recursion. struct TestBoundedRecursiveRewrite : public OpRewritePattern { using OpRewritePattern::OpRewritePattern; void initialize() { // The conversion target handles bounding the recursion of this pattern. setHasBoundedRewriteRecursion(); } LogicalResult matchAndRewrite(TestRecursiveRewriteOp op, PatternRewriter &rewriter) const final { // Decrement the depth of the op in-place. rewriter.modifyOpInPlace(op, [&] { op->setAttr("depth", rewriter.getI64IntegerAttr(op.getDepth() - 1)); }); return success(); } }; struct TestNestedOpCreationUndoRewrite : public OpRewritePattern { using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(IllegalOpWithRegionAnchor op, PatternRewriter &rewriter) const final { // rewriter.replaceOpWithNewOp(op); rewriter.replaceOpWithNewOp(op); return success(); }; }; // This pattern matches `test.blackhole` and delete this op and its producer. struct TestReplaceEraseOp : public OpRewritePattern { using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(BlackHoleOp op, PatternRewriter &rewriter) const final { Operation *producer = op.getOperand().getDefiningOp(); // Always erase the user before the producer, the framework should handle // this correctly. rewriter.eraseOp(op); rewriter.eraseOp(producer); return success(); }; }; // This pattern replaces explicitly illegal op with explicitly legal op, // but in addition creates unregistered operation. struct TestCreateUnregisteredOp : public OpRewritePattern { using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(ILLegalOpG op, PatternRewriter &rewriter) const final { IntegerAttr attr = rewriter.getI32IntegerAttr(0); Value val = rewriter.create(op->getLoc(), attr); rewriter.replaceOpWithNewOp(op, val); return success(); }; }; } // namespace namespace { struct TestTypeConverter : public TypeConverter { using TypeConverter::TypeConverter; TestTypeConverter() { addConversion(convertType); addArgumentMaterialization(materializeCast); addSourceMaterialization(materializeCast); } static LogicalResult convertType(Type t, SmallVectorImpl &results) { // Drop I16 types. if (t.isSignlessInteger(16)) return success(); // Convert I64 to F64. if (t.isSignlessInteger(64)) { results.push_back(FloatType::getF64(t.getContext())); return success(); } // Convert I42 to I43. if (t.isInteger(42)) { results.push_back(IntegerType::get(t.getContext(), 43)); return success(); } // Split F32 into F16,F16. if (t.isF32()) { results.assign(2, FloatType::getF16(t.getContext())); return success(); } // Otherwise, convert the type directly. results.push_back(t); return success(); } /// Hook for materializing a conversion. This is necessary because we generate /// 1->N type mappings. static std::optional materializeCast(OpBuilder &builder, Type resultType, ValueRange inputs, Location loc) { return builder.create(loc, resultType, inputs).getResult(); } }; struct TestLegalizePatternDriver : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestLegalizePatternDriver) StringRef getArgument() const final { return "test-legalize-patterns"; } StringRef getDescription() const final { return "Run test dialect legalization patterns"; } /// The mode of conversion to use with the driver. enum class ConversionMode { Analysis, Full, Partial }; TestLegalizePatternDriver(ConversionMode mode) : mode(mode) {} void getDependentDialects(DialectRegistry ®istry) const override { registry.insert(); } void runOnOperation() override { TestTypeConverter converter; mlir::RewritePatternSet patterns(&getContext()); populateWithGenerated(patterns); patterns .add(&getContext()); patterns.add(&getContext(), converter); mlir::populateAnyFunctionOpInterfaceTypeConversionPattern(patterns, converter); mlir::populateCallOpTypeConversionPattern(patterns, converter); // Define the conversion target used for the test. ConversionTarget target(getContext()); target.addLegalOp(); target.addLegalOp(); target .addIllegalOp(); target.addDynamicallyLegalOp([](TestReturnOp op) { // Don't allow F32 operands. return llvm::none_of(op.getOperandTypes(), [](Type type) { return type.isF32(); }); }); target.addDynamicallyLegalOp([&](func::FuncOp op) { return converter.isSignatureLegal(op.getFunctionType()) && converter.isLegal(&op.getBody()); }); target.addDynamicallyLegalOp( [&](func::CallOp op) { return converter.isLegal(op); }); // TestCreateUnregisteredOp creates `arith.constant` operation, // which was not added to target intentionally to test // correct error code from conversion driver. target.addDynamicallyLegalOp([](ILLegalOpG) { return false; }); // Expect the type_producer/type_consumer operations to only operate on f64. target.addDynamicallyLegalOp( [](TestTypeProducerOp op) { return op.getType().isF64(); }); target.addDynamicallyLegalOp([](TestTypeConsumerOp op) { return op.getOperand().getType().isF64(); }); // Check support for marking certain operations as recursively legal. target.markOpRecursivelyLegal([](Operation *op) { return static_cast( op->getAttrOfType("test.recursively_legal")); }); // Mark the bound recursion operation as dynamically legal. target.addDynamicallyLegalOp( [](TestRecursiveRewriteOp op) { return op.getDepth() == 0; }); // Handle a partial conversion. if (mode == ConversionMode::Partial) { DenseSet unlegalizedOps; if (failed(applyPartialConversion( getOperation(), target, std::move(patterns), &unlegalizedOps))) { getOperation()->emitRemark() << "applyPartialConversion failed"; } // Emit remarks for each legalizable operation. for (auto *op : unlegalizedOps) op->emitRemark() << "op '" << op->getName() << "' is not legalizable"; return; } // Handle a full conversion. if (mode == ConversionMode::Full) { // Check support for marking unknown operations as dynamically legal. target.markUnknownOpDynamicallyLegal([](Operation *op) { return (bool)op->getAttrOfType("test.dynamically_legal"); }); if (failed(applyFullConversion(getOperation(), target, std::move(patterns)))) { getOperation()->emitRemark() << "applyFullConversion failed"; } return; } // Otherwise, handle an analysis conversion. assert(mode == ConversionMode::Analysis); // Analyze the convertible operations. DenseSet legalizedOps; if (failed(applyAnalysisConversion(getOperation(), target, std::move(patterns), legalizedOps))) return signalPassFailure(); // Emit remarks for each legalizable operation. for (auto *op : legalizedOps) op->emitRemark() << "op '" << op->getName() << "' is legalizable"; } /// The mode of conversion to use. ConversionMode mode; }; } // namespace static llvm::cl::opt legalizerConversionMode( "test-legalize-mode", llvm::cl::desc("The legalization mode to use with the test driver"), llvm::cl::init(TestLegalizePatternDriver::ConversionMode::Partial), llvm::cl::values( clEnumValN(TestLegalizePatternDriver::ConversionMode::Analysis, "analysis", "Perform an analysis conversion"), clEnumValN(TestLegalizePatternDriver::ConversionMode::Full, "full", "Perform a full conversion"), clEnumValN(TestLegalizePatternDriver::ConversionMode::Partial, "partial", "Perform a partial conversion"))); //===----------------------------------------------------------------------===// // ConversionPatternRewriter::getRemappedValue testing. This method is used // to get the remapped value of an original value that was replaced using // ConversionPatternRewriter. namespace { struct TestRemapValueTypeConverter : public TypeConverter { using TypeConverter::TypeConverter; TestRemapValueTypeConverter() { addConversion( [](Float32Type type) { return Float64Type::get(type.getContext()); }); addConversion([](Type type) { return type; }); } }; /// Converter that replaces a one-result one-operand OneVResOneVOperandOp1 with /// a one-operand two-result OneVResOneVOperandOp1 by replicating its original /// operand twice. /// /// Example: /// %1 = test.one_variadic_out_one_variadic_in1"(%0) /// is replaced with: /// %1 = test.one_variadic_out_one_variadic_in1"(%0, %0) struct OneVResOneVOperandOp1Converter : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(OneVResOneVOperandOp1 op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { auto origOps = op.getOperands(); assert(std::distance(origOps.begin(), origOps.end()) == 1 && "One operand expected"); Value origOp = *origOps.begin(); SmallVector remappedOperands; // Replicate the remapped original operand twice. Note that we don't used // the remapped 'operand' since the goal is testing 'getRemappedValue'. remappedOperands.push_back(rewriter.getRemappedValue(origOp)); remappedOperands.push_back(rewriter.getRemappedValue(origOp)); rewriter.replaceOpWithNewOp(op, op.getResultTypes(), remappedOperands); return success(); } }; /// A rewriter pattern that tests that blocks can be merged. struct TestRemapValueInRegion : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(TestRemappedValueRegionOp op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const final { Block &block = op.getBody().front(); Operation *terminator = block.getTerminator(); // Merge the block into the parent region. Block *parentBlock = op->getBlock(); Block *finalBlock = rewriter.splitBlock(parentBlock, op->getIterator()); rewriter.mergeBlocks(&block, parentBlock, ValueRange()); rewriter.mergeBlocks(finalBlock, parentBlock, ValueRange()); // Replace the results of this operation with the remapped terminator // values. SmallVector terminatorOperands; if (failed(rewriter.getRemappedValues(terminator->getOperands(), terminatorOperands))) return failure(); rewriter.eraseOp(terminator); rewriter.replaceOp(op, terminatorOperands); return success(); } }; struct TestRemappedValue : public mlir::PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestRemappedValue) StringRef getArgument() const final { return "test-remapped-value"; } StringRef getDescription() const final { return "Test public remapped value mechanism in ConversionPatternRewriter"; } void runOnOperation() override { TestRemapValueTypeConverter typeConverter; mlir::RewritePatternSet patterns(&getContext()); patterns.add(&getContext()); patterns.add( &getContext()); patterns.add(typeConverter, &getContext()); mlir::ConversionTarget target(getContext()); target.addLegalOp(); // Expect the type_producer/type_consumer operations to only operate on f64. target.addDynamicallyLegalOp( [](TestTypeProducerOp op) { return op.getType().isF64(); }); target.addDynamicallyLegalOp([](TestTypeConsumerOp op) { return op.getOperand().getType().isF64(); }); // We make OneVResOneVOperandOp1 legal only when it has more that one // operand. This will trigger the conversion that will replace one-operand // OneVResOneVOperandOp1 with two-operand OneVResOneVOperandOp1. target.addDynamicallyLegalOp( [](Operation *op) { return op->getNumOperands() > 1; }); if (failed(mlir::applyFullConversion(getOperation(), target, std::move(patterns)))) { signalPassFailure(); } } }; } // namespace //===----------------------------------------------------------------------===// // Test patterns without a specific root operation kind //===----------------------------------------------------------------------===// namespace { /// This pattern matches and removes any operation in the test dialect. struct RemoveTestDialectOps : public RewritePattern { RemoveTestDialectOps(MLIRContext *context) : RewritePattern(MatchAnyOpTypeTag(), /*benefit=*/1, context) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { if (!isa(op->getDialect())) return failure(); rewriter.eraseOp(op); return success(); } }; struct TestUnknownRootOpDriver : public mlir::PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestUnknownRootOpDriver) StringRef getArgument() const final { return "test-legalize-unknown-root-patterns"; } StringRef getDescription() const final { return "Test public remapped value mechanism in ConversionPatternRewriter"; } void runOnOperation() override { mlir::RewritePatternSet patterns(&getContext()); patterns.add(&getContext()); mlir::ConversionTarget target(getContext()); target.addIllegalDialect(); if (failed(applyPartialConversion(getOperation(), target, std::move(patterns)))) signalPassFailure(); } }; } // namespace //===----------------------------------------------------------------------===// // Test patterns that uses operations and types defined at runtime //===----------------------------------------------------------------------===// namespace { /// This pattern matches dynamic operations 'test.one_operand_two_results' and /// replace them with dynamic operations 'test.generic_dynamic_op'. struct RewriteDynamicOp : public RewritePattern { RewriteDynamicOp(MLIRContext *context) : RewritePattern("test.dynamic_one_operand_two_results", /*benefit=*/1, context) {} LogicalResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { assert(op->getName().getStringRef() == "test.dynamic_one_operand_two_results" && "rewrite pattern should only match operations with the right name"); OperationState state(op->getLoc(), "test.dynamic_generic", op->getOperands(), op->getResultTypes(), op->getAttrs()); auto *newOp = rewriter.create(state); rewriter.replaceOp(op, newOp->getResults()); return success(); } }; struct TestRewriteDynamicOpDriver : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestRewriteDynamicOpDriver) void getDependentDialects(DialectRegistry ®istry) const override { registry.insert(); } StringRef getArgument() const final { return "test-rewrite-dynamic-op"; } StringRef getDescription() const final { return "Test rewritting on dynamic operations"; } void runOnOperation() override { RewritePatternSet patterns(&getContext()); patterns.add(&getContext()); ConversionTarget target(getContext()); target.addIllegalOp( OperationName("test.dynamic_one_operand_two_results", &getContext())); target.addLegalOp(OperationName("test.dynamic_generic", &getContext())); if (failed(applyPartialConversion(getOperation(), target, std::move(patterns)))) signalPassFailure(); } }; } // end anonymous namespace //===----------------------------------------------------------------------===// // Test type conversions //===----------------------------------------------------------------------===// namespace { struct TestTypeConversionProducer : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(TestTypeProducerOp op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const final { Type resultType = op.getType(); Type convertedType = getTypeConverter() ? getTypeConverter()->convertType(resultType) : resultType; if (isa(resultType)) resultType = rewriter.getF64Type(); else if (resultType.isInteger(16)) resultType = rewriter.getIntegerType(64); else if (isa(resultType) && convertedType != resultType) resultType = convertedType; else return failure(); rewriter.replaceOpWithNewOp(op, resultType); return success(); } }; /// Call signature conversion and then fail the rewrite to trigger the undo /// mechanism. struct TestSignatureConversionUndo : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(TestSignatureConversionUndoOp op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const final { (void)rewriter.convertRegionTypes(&op->getRegion(0), *getTypeConverter()); return failure(); } }; /// Call signature conversion without providing a type converter to handle /// materializations. struct TestTestSignatureConversionNoConverter : public OpConversionPattern { TestTestSignatureConversionNoConverter(const TypeConverter &converter, MLIRContext *context) : OpConversionPattern(context), converter(converter) {} LogicalResult matchAndRewrite(TestSignatureConversionNoConverterOp op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const final { Region ®ion = op->getRegion(0); Block *entry = ®ion.front(); // Convert the original entry arguments. TypeConverter::SignatureConversion result(entry->getNumArguments()); if (failed( converter.convertSignatureArgs(entry->getArgumentTypes(), result))) return failure(); rewriter.modifyOpInPlace( op, [&] { rewriter.applySignatureConversion(®ion, result); }); return success(); } const TypeConverter &converter; }; /// Just forward the operands to the root op. This is essentially a no-op /// pattern that is used to trigger target materialization. struct TestTypeConsumerForward : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(TestTypeConsumerOp op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const final { rewriter.modifyOpInPlace(op, [&] { op->setOperands(adaptor.getOperands()); }); return success(); } }; struct TestTypeConversionAnotherProducer : public OpRewritePattern { using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(TestAnotherTypeProducerOp op, PatternRewriter &rewriter) const final { rewriter.replaceOpWithNewOp(op, op.getType()); return success(); } }; struct TestTypeConversionDriver : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestTypeConversionDriver) void getDependentDialects(DialectRegistry ®istry) const override { registry.insert(); } StringRef getArgument() const final { return "test-legalize-type-conversion"; } StringRef getDescription() const final { return "Test various type conversion functionalities in DialectConversion"; } void runOnOperation() override { // Initialize the type converter. SmallVector conversionCallStack; TypeConverter converter; /// Add the legal set of type conversions. converter.addConversion([](Type type) -> Type { // Treat F64 as legal. if (type.isF64()) return type; // Allow converting BF16/F16/F32 to F64. if (type.isBF16() || type.isF16() || type.isF32()) return FloatType::getF64(type.getContext()); // Otherwise, the type is illegal. return nullptr; }); converter.addConversion([](IntegerType type, SmallVectorImpl &) { // Drop all integer types. return success(); }); converter.addConversion( // Convert a recursive self-referring type into a non-self-referring // type named "outer_converted_type" that contains a SimpleAType. [&](test::TestRecursiveType type, SmallVectorImpl &results) -> std::optional { // If the type is already converted, return it to indicate that it is // legal. if (type.getName() == "outer_converted_type") { results.push_back(type); return success(); } conversionCallStack.push_back(type); auto popConversionCallStack = llvm::make_scope_exit( [&conversionCallStack]() { conversionCallStack.pop_back(); }); // If the type is on the call stack more than once (it is there at // least once because of the _current_ call, which is always the last // element on the stack), we've hit the recursive case. Just return // SimpleAType here to create a non-recursive type as a result. if (llvm::is_contained(ArrayRef(conversionCallStack).drop_back(), type)) { results.push_back(test::SimpleAType::get(type.getContext())); return success(); } // Convert the body recursively. auto result = test::TestRecursiveType::get(type.getContext(), "outer_converted_type"); if (failed(result.setBody(converter.convertType(type.getBody())))) return failure(); results.push_back(result); return success(); }); /// Add the legal set of type materializations. converter.addSourceMaterialization([](OpBuilder &builder, Type resultType, ValueRange inputs, Location loc) -> Value { // Allow casting from F64 back to F32. if (!resultType.isF16() && inputs.size() == 1 && inputs[0].getType().isF64()) return builder.create(loc, resultType, inputs).getResult(); // Allow producing an i32 or i64 from nothing. if ((resultType.isInteger(32) || resultType.isInteger(64)) && inputs.empty()) return builder.create(loc, resultType); // Allow producing an i64 from an integer. if (isa(resultType) && inputs.size() == 1 && isa(inputs[0].getType())) return builder.create(loc, resultType, inputs).getResult(); // Otherwise, fail. return nullptr; }); // Initialize the conversion target. mlir::ConversionTarget target(getContext()); target.addDynamicallyLegalOp([](TestTypeProducerOp op) { auto recursiveType = dyn_cast(op.getType()); return op.getType().isF64() || op.getType().isInteger(64) || (recursiveType && recursiveType.getName() == "outer_converted_type"); }); target.addDynamicallyLegalOp([&](func::FuncOp op) { return converter.isSignatureLegal(op.getFunctionType()) && converter.isLegal(&op.getBody()); }); target.addDynamicallyLegalOp([&](TestCastOp op) { // Allow casts from F64 to F32. return (*op.operand_type_begin()).isF64() && op.getType().isF32(); }); target.addDynamicallyLegalOp( [&](TestSignatureConversionNoConverterOp op) { return converter.isLegal(op.getRegion().front().getArgumentTypes()); }); // Initialize the set of rewrite patterns. RewritePatternSet patterns(&getContext()); patterns.add(converter, &getContext()); patterns.add(&getContext()); mlir::populateAnyFunctionOpInterfaceTypeConversionPattern(patterns, converter); if (failed(applyPartialConversion(getOperation(), target, std::move(patterns)))) signalPassFailure(); } }; } // namespace //===----------------------------------------------------------------------===// // Test Target Materialization With No Uses //===----------------------------------------------------------------------===// namespace { struct ForwardOperandPattern : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(TestTypeChangerOp op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const final { rewriter.replaceOp(op, adaptor.getOperands()); return success(); } }; struct TestTargetMaterializationWithNoUses : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID( TestTargetMaterializationWithNoUses) StringRef getArgument() const final { return "test-target-materialization-with-no-uses"; } StringRef getDescription() const final { return "Test a special case of target materialization in DialectConversion"; } void runOnOperation() override { TypeConverter converter; converter.addConversion([](Type t) { return t; }); converter.addConversion([](IntegerType intTy) -> Type { if (intTy.getWidth() == 16) return IntegerType::get(intTy.getContext(), 64); return intTy; }); converter.addTargetMaterialization( [](OpBuilder &builder, Type type, ValueRange inputs, Location loc) { return builder.create(loc, type, inputs).getResult(); }); ConversionTarget target(getContext()); target.addIllegalOp(); RewritePatternSet patterns(&getContext()); patterns.add(converter, &getContext()); if (failed(applyPartialConversion(getOperation(), target, std::move(patterns)))) signalPassFailure(); } }; } // namespace //===----------------------------------------------------------------------===// // Test Block Merging //===----------------------------------------------------------------------===// namespace { /// A rewriter pattern that tests that blocks can be merged. struct TestMergeBlock : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(TestMergeBlocksOp op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const final { Block &firstBlock = op.getBody().front(); Operation *branchOp = firstBlock.getTerminator(); Block *secondBlock = &*(std::next(op.getBody().begin())); auto succOperands = branchOp->getOperands(); SmallVector replacements(succOperands); rewriter.eraseOp(branchOp); rewriter.mergeBlocks(secondBlock, &firstBlock, replacements); rewriter.modifyOpInPlace(op, [] {}); return success(); } }; /// A rewrite pattern to tests the undo mechanism of blocks being merged. struct TestUndoBlocksMerge : public ConversionPattern { TestUndoBlocksMerge(MLIRContext *ctx) : ConversionPattern("test.undo_blocks_merge", /*benefit=*/1, ctx) {} LogicalResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { Block &firstBlock = op->getRegion(0).front(); Operation *branchOp = firstBlock.getTerminator(); Block *secondBlock = &*(std::next(op->getRegion(0).begin())); rewriter.setInsertionPointToStart(secondBlock); rewriter.create(op->getLoc(), rewriter.getF32Type()); auto succOperands = branchOp->getOperands(); SmallVector replacements(succOperands); rewriter.eraseOp(branchOp); rewriter.mergeBlocks(secondBlock, &firstBlock, replacements); rewriter.modifyOpInPlace(op, [] {}); return success(); } }; /// A rewrite mechanism to inline the body of the op into its parent, when both /// ops can have a single block. struct TestMergeSingleBlockOps : public OpConversionPattern { using OpConversionPattern< SingleBlockImplicitTerminatorOp>::OpConversionPattern; LogicalResult matchAndRewrite(SingleBlockImplicitTerminatorOp op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const final { SingleBlockImplicitTerminatorOp parentOp = op->getParentOfType(); if (!parentOp) return failure(); Block &innerBlock = op.getRegion().front(); TerminatorOp innerTerminator = cast(innerBlock.getTerminator()); rewriter.inlineBlockBefore(&innerBlock, op); rewriter.eraseOp(innerTerminator); rewriter.eraseOp(op); rewriter.modifyOpInPlace(op, [] {}); return success(); } }; struct TestMergeBlocksPatternDriver : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestMergeBlocksPatternDriver) StringRef getArgument() const final { return "test-merge-blocks"; } StringRef getDescription() const final { return "Test Merging operation in ConversionPatternRewriter"; } void runOnOperation() override { MLIRContext *context = &getContext(); mlir::RewritePatternSet patterns(context); patterns.add( context); ConversionTarget target(*context); target.addLegalOp(); target.addIllegalOp(); /// Expect the op to have a single block after legalization. target.addDynamicallyLegalOp( [&](TestMergeBlocksOp op) -> bool { return llvm::hasSingleElement(op.getBody()); }); /// Only allow `test.br` within test.merge_blocks op. target.addDynamicallyLegalOp([&](TestBranchOp op) -> bool { return op->getParentOfType(); }); /// Expect that all nested test.SingleBlockImplicitTerminator ops are /// inlined. target.addDynamicallyLegalOp( [&](SingleBlockImplicitTerminatorOp op) -> bool { return !op->getParentOfType(); }); DenseSet unlegalizedOps; (void)applyPartialConversion(getOperation(), target, std::move(patterns), &unlegalizedOps); for (auto *op : unlegalizedOps) op->emitRemark() << "op '" << op->getName() << "' is not legalizable"; } }; } // namespace //===----------------------------------------------------------------------===// // Test Selective Replacement //===----------------------------------------------------------------------===// namespace { /// A rewrite mechanism to inline the body of the op into its parent, when both /// ops can have a single block. struct TestSelectiveOpReplacementPattern : public OpRewritePattern { using OpRewritePattern::OpRewritePattern; LogicalResult matchAndRewrite(TestCastOp op, PatternRewriter &rewriter) const final { if (op.getNumOperands() != 2) return failure(); OperandRange operands = op.getOperands(); // Replace non-terminator uses with the first operand. rewriter.replaceOpWithIf(op, operands[0], [](OpOperand &operand) { return operand.getOwner()->hasTrait(); }); // Replace everything else with the second operand if the operation isn't // dead. rewriter.replaceOp(op, op.getOperand(1)); return success(); } }; struct TestSelectiveReplacementPatternDriver : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID( TestSelectiveReplacementPatternDriver) StringRef getArgument() const final { return "test-pattern-selective-replacement"; } StringRef getDescription() const final { return "Test selective replacement in the PatternRewriter"; } void runOnOperation() override { MLIRContext *context = &getContext(); mlir::RewritePatternSet patterns(context); patterns.add(context); (void)applyPatternsAndFoldGreedily(getOperation(), std::move(patterns)); } }; } // namespace //===----------------------------------------------------------------------===// // PassRegistration //===----------------------------------------------------------------------===// namespace mlir { namespace test { void registerPatternsTestPass() { PassRegistration(); PassRegistration(); PassRegistration(); PassRegistration(); PassRegistration([] { return std::make_unique(legalizerConversionMode); }); PassRegistration(); PassRegistration(); PassRegistration(); PassRegistration(); PassRegistration(); PassRegistration(); PassRegistration(); } } // namespace test } // namespace mlir