//===- TestLoopParametricTiling.cpp --- Parametric loop tiling pass -------===// // // 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. // ============================================================================= // // This file implements a pass to parametrically tile nests of standard loops. // //===----------------------------------------------------------------------===// #include "mlir/Dialect/LoopOps/LoopOps.h" #include "mlir/IR/Builders.h" #include "mlir/Pass/Pass.h" #include "mlir/Transforms/LoopUtils.h" #include "mlir/Transforms/Passes.h" using namespace mlir; static llvm::cl::list clOuterLoopSizes( "test-outer-loop-sizes", llvm::cl::MiscFlags::CommaSeparated, llvm::cl::desc( "fixed number of iterations that the outer loops should have")); namespace { // Extracts fixed-range loops for top-level loop nests with ranges defined in // the pass constructor. Assumes loops are permutable. class SimpleParametricLoopTilingPass : public FunctionPass { public: explicit SimpleParametricLoopTilingPass(ArrayRef outerLoopSizes) : sizes(outerLoopSizes.begin(), outerLoopSizes.end()) {} void runOnFunction() override { FuncOp func = getFunction(); func.walk([this](loop::ForOp op) { // Ignore nested loops. if (op.getParentRegion()->getParentOfType()) return; extractFixedOuterLoops(op, sizes); }); } SmallVector sizes; }; } // end namespace std::unique_ptr mlir::createSimpleParametricTilingPass(ArrayRef outerLoopSizes) { return std::make_unique(outerLoopSizes); } static PassRegistration reg("test-extract-fixed-outer-loops", "test application of parametric tiling to the outer loops so that the " "ranges of outer loops become static", [] { auto pass = std::make_unique( ArrayRef{}); pass->sizes.assign(clOuterLoopSizes.begin(), clOuterLoopSizes.end()); return pass; });