//= TestAffineLoopParametricTiling.cpp -- Parametric Affine loop tiling pass =// // // 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 file implements a test pass to test parametric tiling of perfectly // nested affine for loops. // //===----------------------------------------------------------------------===// #include "mlir/Dialect/Affine/IR/AffineOps.h" #include "mlir/Dialect/Affine/Passes.h" #include "mlir/Transforms/LoopUtils.h" using namespace mlir; #define DEBUG_TYPE "test-affine-parametric-tile" namespace { struct TestAffineLoopParametricTiling : public PassWrapper { void runOnFunction() override; }; } // end anonymous namespace /// Checks if the function enclosing the loop nest has any arguments passed to /// it, which can be used as tiling parameters. Assumes that atleast 'n' /// arguments are passed, where 'n' is the number of loops in the loop nest. static void checkIfTilingParametersExist(ArrayRef band) { assert(!band.empty() && "no loops in input band"); AffineForOp topLoop = band[0]; if (FuncOp funcOp = dyn_cast(topLoop.getParentOp())) assert(funcOp.getNumArguments() >= band.size() && "Too few tile sizes"); } /// Captures tiling parameters, which are expected to be passed as arguments /// to the function enclosing the loop nest. Also checks if the required /// parameters are of index type. This approach is temporary for testing /// purposes. static void getTilingParameters(ArrayRef band, SmallVectorImpl &tilingParameters) { AffineForOp topLoop = band[0]; Region *funcOpRegion = topLoop.getParentRegion(); unsigned nestDepth = band.size(); for (BlockArgument blockArgument : funcOpRegion->getArguments().take_front(nestDepth)) { if (blockArgument.getArgNumber() < nestDepth) { assert(blockArgument.getType().isIndex() && "expected tiling parameters to be of index type."); tilingParameters.push_back(blockArgument); } } } void TestAffineLoopParametricTiling::runOnFunction() { // Bands of loops to tile. std::vector> bands; getTileableBands(getFunction(), &bands); // Tile each band. for (SmallVectorImpl &band : bands) { // Capture the tiling parameters from the arguments to the function // enclosing this loop nest. SmallVector tiledNest; SmallVector tilingParameters; // Check if tiling parameters are present. checkIfTilingParametersExist(band); // Get function arguments as tiling parameters. getTilingParameters(band, tilingParameters); if (failed( tilePerfectlyNestedParametric(band, tilingParameters, &tiledNest))) return signalPassFailure(); } } namespace mlir { void registerTestAffineLoopParametricTilingPass() { PassRegistration( "test-affine-parametric-tile", "Tile affine loops using SSA values as tile sizes"); } } // namespace mlir