//= 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/LoopUtils.h" #include "mlir/Dialect/Affine/Passes.h" #include "mlir/Dialect/Func/IR/FuncOps.h" using namespace mlir; using namespace mlir::affine; #define DEBUG_TYPE "test-affine-parametric-tile" namespace { struct TestAffineLoopParametricTiling : public PassWrapper> { MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestAffineLoopParametricTiling) StringRef getArgument() const final { return "test-affine-parametric-tile"; } StringRef getDescription() const final { return "Tile affine loops using SSA values as tile sizes"; } void runOnOperation() override; }; } // 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 LogicalResult checkIfTilingParametersExist(ArrayRef band) { assert(!band.empty() && "no loops in input band"); AffineForOp topLoop = band[0]; if (func::FuncOp funcOp = dyn_cast(topLoop->getParentOp())) if (funcOp.getNumArguments() < band.size()) return topLoop->emitError( "too few tile sizes provided in the argument list of the function " "which contains the current band"); return success(); } /// 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 LogicalResult 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) { if (!blockArgument.getType().isIndex()) return topLoop->emitError( "expected tiling parameters to be of index type"); tilingParameters.push_back(blockArgument); } } return success(); } void TestAffineLoopParametricTiling::runOnOperation() { // Bands of loops to tile. std::vector> bands; getTileableBands(getOperation(), &bands); // Tile each band. for (MutableArrayRef 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. if (checkIfTilingParametersExist(band).failed()) return; // Get function arguments as tiling parameters. if (getTilingParameters(band, tilingParameters).failed()) return; (void)tilePerfectlyNestedParametric(band, tilingParameters, &tiledNest); } } namespace mlir { namespace test { void registerTestAffineLoopParametricTilingPass() { PassRegistration(); } } // namespace test } // namespace mlir