//===- TilingInterface.h - Interface for tiling operations ------*- C++ -*-===// // // 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 contains the definitions of the TilingInterface defined in // `TilingInterface.td`. // //===----------------------------------------------------------------------===// #ifndef MLIR_INTERFACES_TILINGINTERFACE_H_ #define MLIR_INTERFACES_TILINGINTERFACE_H_ #include "mlir/Dialect/Utils/StructuredOpsUtils.h" #include "mlir/IR/Builders.h" #include "mlir/IR/BuiltinTypes.h" #include "mlir/IR/Operation.h" #include "mlir/Interfaces/ViewLikeInterface.h" #include "mlir/Support/LLVM.h" namespace mlir { /// Container for result values of tiling. /// - `tiledOps` contains operations created by the tiling implementation that /// are returned to the caller for further transformations. /// - `tiledValues` contains the tiled value corresponding to the result of the /// untiled operation. /// - `generatedSlices` contains the list of slices that are generated during /// tiling. These slices can be used for fusing producers. struct TilingResult { SmallVector tiledOps; SmallVector tiledValues; SmallVector generatedSlices; }; /// Tiling can be thought of as splitting a dimension into 2 and /// materializing the outer dimension as a loop: /// /// op[original] -> op[original / x, x] -> loop[original] { op[x] } /// /// For parallel dimensions, the split can only happen in one way, with both /// dimensions being parallel. For reduction dimensions however, there is a /// choice in how we split the reduction dimension. This enum exposes this /// choice. enum class ReductionTilingStrategy { // [reduction] -> [reduction1, reduction2] // -> loop[reduction1] { [reduction2] } FullReduction, // [reduction] -> [reduction1, parallel2] // -> loop[reduction1] { [parallel2] }; merge[reduction1] PartialReductionOuterReduction, // [reduction] -> [parallel1, reduction2] // -> loop[parallel1] { [reduction2] }; merge[parallel1] PartialReductionOuterParallel }; /// Container for the result of merge operation of tiling. /// - `mergeOps` contains operations created during the merge. /// - `replacements` contains the values that represents the result of the /// merge. These are used as replacements for the original tiled operation. struct MergeResult { SmallVector mergeOps; SmallVector replacements; }; } // namespace mlir /// Include the ODS generated interface header files. #include "mlir/Interfaces/TilingInterface.h.inc" #endif // MLIR_INTERFACES_TILINGINTERFACE_H_