| //===- Canonicalizer.cpp - Canonicalize MLIR operations -------------------===// |
| // |
| // 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 |
| // |
| //===----------------------------------------------------------------------===// |
| // |
| // This transformation pass converts operations into their canonical forms by |
| // folding constants, applying operation identity transformations etc. |
| // |
| //===----------------------------------------------------------------------===// |
| |
| #include "mlir/Transforms/Passes.h" |
| |
| #include "mlir/IR/DialectRegistry.h" |
| #include "mlir/Pass/Pass.h" |
| #include "mlir/Transforms/GreedyPatternRewriteDriver.h" |
| #include "llvm/ADT/DenseSet.h" |
| |
| namespace mlir { |
| #define GEN_PASS_DEF_CANONICALIZERPASS |
| #include "mlir/Transforms/Passes.h.inc" |
| } // namespace mlir |
| |
| using namespace mlir; |
| |
| namespace { |
| /// Canonicalize operations in nested regions. |
| struct Canonicalizer : public impl::CanonicalizerPassBase<Canonicalizer> { |
| using impl::CanonicalizerPassBase<Canonicalizer>::CanonicalizerPassBase; |
| Canonicalizer(const GreedyRewriteConfig &config, |
| ArrayRef<std::string> disabledPatterns, |
| ArrayRef<std::string> enabledPatterns) |
| : config(config) { |
| this->topDownProcessingEnabled = config.getUseTopDownTraversal(); |
| this->regionSimplifyLevel = config.getRegionSimplificationLevel(); |
| this->maxIterations = config.getMaxIterations(); |
| this->maxNumRewrites = config.getMaxNumRewrites(); |
| this->cseBetweenIterations = config.isCSEBetweenIterationsEnabled(); |
| this->disabledPatterns = disabledPatterns; |
| this->enabledPatterns = enabledPatterns; |
| } |
| |
| void getDependentDialects(DialectRegistry ®istry) const override { |
| // Force-load any dialects named via the `filter-dialects` option. The |
| // allocator is resolved later from the MLIRContext's own registry. |
| for (const std::string &name : filterDialects) |
| registry.addDialectToPreload(StringRef(name)); |
| } |
| |
| /// Initialize the canonicalizer by building the set of patterns used during |
| /// execution. |
| LogicalResult initialize(MLIRContext *context) override { |
| // Set the config from possible pass options set in the meantime. |
| config.setUseTopDownTraversal(topDownProcessingEnabled); |
| config.setRegionSimplificationLevel(regionSimplifyLevel); |
| config.setMaxIterations(maxIterations); |
| config.setMaxNumRewrites(maxNumRewrites); |
| config.enableCSEBetweenIterations(cseBetweenIterations); |
| |
| llvm::DenseSet<TypeID> allowedDialects; |
| for (const std::string &name : filterDialects) { |
| Dialect *dialect = context->getLoadedDialect(name); |
| assert(dialect && "filter-dialect should have been preloaded by the " |
| "PassManager via getDependentDialects"); |
| allowedDialects.insert(dialect->getTypeID()); |
| } |
| auto isAllowed = [&](Dialect *dialect) { |
| return allowedDialects.empty() || |
| allowedDialects.contains(dialect->getTypeID()); |
| }; |
| |
| RewritePatternSet owningPatterns(context); |
| for (auto *dialect : context->getLoadedDialects()) |
| if (isAllowed(dialect)) |
| dialect->getCanonicalizationPatterns(owningPatterns); |
| for (RegisteredOperationName op : context->getRegisteredOperations()) |
| if (isAllowed(&op.getDialect())) |
| op.getCanonicalizationPatterns(owningPatterns, context); |
| |
| patterns = std::make_shared<FrozenRewritePatternSet>( |
| std::move(owningPatterns), disabledPatterns, enabledPatterns); |
| return success(); |
| } |
| void runOnOperation() override { |
| LogicalResult converged = |
| applyPatternsGreedily(getOperation(), *patterns, config); |
| // Canonicalization is best-effort. Non-convergence is not a pass failure. |
| if (testConvergence && failed(converged)) |
| signalPassFailure(); |
| } |
| GreedyRewriteConfig config; |
| std::shared_ptr<const FrozenRewritePatternSet> patterns; |
| }; |
| } // namespace |
| |
| /// Creates an instance of the Canonicalizer pass with the specified config. |
| std::unique_ptr<Pass> |
| mlir::createCanonicalizerPass(const GreedyRewriteConfig &config, |
| ArrayRef<std::string> disabledPatterns, |
| ArrayRef<std::string> enabledPatterns) { |
| return std::make_unique<Canonicalizer>(config, disabledPatterns, |
| enabledPatterns); |
| } |