//===- TestPatterns.cpp - Test dialect pattern driver ---------------------===// // // Copyright 2019 The MLIR Authors. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // ============================================================================= #include "TestDialect.h" #include "mlir/IR/PatternMatch.h" #include "mlir/Pass/Pass.h" #include "mlir/Transforms/DialectConversion.h" using namespace mlir; // Native function for testing NativeCodeCall static Value *chooseOperand(Value *input1, Value *input2, BoolAttr choice) { return choice.getValue() ? input1 : input2; } namespace { #include "TestPatterns.inc" } // end anonymous namespace //===----------------------------------------------------------------------===// // Canonicalizer Driver. //===----------------------------------------------------------------------===// namespace { struct TestPatternDriver : public FunctionPass { void runOnFunction() override { mlir::OwningRewritePatternList patterns; populateWithGenerated(&getContext(), &patterns); // Verify named pattern is generated with expected name. patterns.insert(&getContext()); applyPatternsGreedily(getFunction(), patterns); } }; } // end anonymous namespace static mlir::PassRegistration pass("test-patterns", "Run test dialect patterns"); //===----------------------------------------------------------------------===// // Legalization Driver. //===----------------------------------------------------------------------===// namespace { /// 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) {} PatternMatchResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { // Inline this region into the parent region. auto &parentRegion = *op->getParentRegion(); rewriter.inlineRegionBefore(op->getRegion(0), parentRegion, parentRegion.end()); // Drop this operation. rewriter.replaceOp(op, llvm::None); return matchSuccess(); } }; /// 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) {} PatternMatchResult 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.createOperation(newRegion); auto *entryBlock = rewriter.createBlock(®ionOp->getRegion(0)); entryBlock->addArgument(rewriter.getIntegerType(64)); // 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.replaceOp(op, llvm::None); return matchSuccess(); } }; /// This pattern simply erases the given operation. struct TestDropOp : public ConversionPattern { TestDropOp(MLIRContext *ctx) : ConversionPattern("test.drop_op", 1, ctx) {} PatternMatchResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { rewriter.replaceOp(op, llvm::None); return matchSuccess(); } }; /// This pattern simply updates the operands of the given operation. struct TestPassthroughInvalidOp : public ConversionPattern { TestPassthroughInvalidOp(MLIRContext *ctx) : ConversionPattern("test.invalid", 1, ctx) {} PatternMatchResult matchAndRewrite(Operation *op, ArrayRef operands, ConversionPatternRewriter &rewriter) const final { rewriter.replaceOpWithNewOp(op, llvm::None, operands, llvm::None); return matchSuccess(); } }; /// This pattern handles the case of a split return value. struct TestSplitReturnType : public ConversionPattern { TestSplitReturnType(MLIRContext *ctx) : ConversionPattern("test.return", 1, ctx) {} PatternMatchResult 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 matchFailure(); // 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)) { SmallVector returnOperands(packerOp.getOperands()); rewriter.replaceOpWithNewOp(op, returnOperands); return matchSuccess(); } // Otherwise, fail to match. return matchFailure(); } }; } // namespace namespace { struct TestTypeConverter : public TypeConverter { using TypeConverter::TypeConverter; LogicalResult convertType(Type t, SmallVectorImpl &results) override { // Drop I16 types. if (t.isInteger(16)) return success(); // Convert I64 to F64. if (t.isInteger(64)) { results.push_back(FloatType::getF64(t.getContext())); 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(); } /// Override the hook to materialize a conversion. This is necessary because /// we generate 1->N type mappings. Operation *materializeConversion(PatternRewriter &rewriter, Type resultType, ArrayRef inputs, Location loc) override { return rewriter.create(loc, resultType, inputs); } }; struct TestLegalizePatternDriver : public ModulePass { /// The mode of conversion to use with the driver. enum class ConversionMode { Analysis, Partial }; TestLegalizePatternDriver(ConversionMode mode) : mode(mode) {} void runOnModule() override { TestTypeConverter converter; mlir::OwningRewritePatternList patterns; populateWithGenerated(&getContext(), &patterns); patterns.insert( &getContext()); mlir::populateFuncOpTypeConversionPattern(patterns, &getContext(), converter); // Define the conversion target used for the test. ConversionTarget target(getContext()); 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( [&](FuncOp op) { return converter.isSignatureLegal(op.getType()); }); // Handle a partial conversion. if (mode == ConversionMode::Partial) { (void)applyPartialConversion(getModule(), target, patterns, &converter); return; } // Otherwise, handle an analysis conversion. assert(mode == ConversionMode::Analysis); // Analyze the convertible operations. DenseSet legalizedOps; if (failed(applyAnalysisConversion(getModule(), target, patterns, legalizedOps, &converter))) 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; }; } // end anonymous 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::Partial, "partial", "Perform a partial conversion"))); static mlir::PassRegistration legalizer_pass( "test-legalize-patterns", "Run test dialect legalization patterns", [] { return new TestLegalizePatternDriver(legalizerConversionMode); });