/******************************************************************************* * * MIT License * * Copyright 2024-2025 AMD ROCm(TM) Software * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. * *******************************************************************************/ /* * Command to KernelGraph translator */ #pragma once #include #include #include #include #include namespace rocRoller { namespace KernelGraph { /** * Returns sets of dimensions which have been identified as parallel to * each other. * * The values in each set will be node IDs from the coordinate graph. * * This means that the kernel will co-iterate them, and that they must * have the same size. * * The returned sets may have dimensions in common with each other. * This means that the output should be run through mergeSets() before * using. */ std::vector> identifyParallelDimensionSets(KernelGraph const& graph); /** * Returns the set of LoadTiled nodes reachable from `start` * - Via Sequence edges only * - Without crossing any control nodes that modify dimensionality. * This currently means any nodes other than TensorContraction nodes. * * @param start a control node ID. Typically this should be a StoreTiled node. */ std::set loadNodesReachableWithoutDimensionModifyingNodes( ControlGraph::ControlGraph const& graph, int start); /** * @brief Performs the IdentifyParallelDimensions graph transformation. * * This transformation identifies parallel dimensions * - Connected to a MatrixMultiply control op * - Connected to LoadTiled/StoreTiled nodes that don't modify the dimensions * * Currently, it just reassigns the `size` field of the `SubDimension`s * such that they will have the same kernel argument. We may in the * future want to identify this in the graph so that other code can * take advantage of this redundancy. We will also want to add * predicates to the CommandKernel so that we check that these sizes are * consistent. */ class IdentifyParallelDimensions : public GraphTransform { public: KernelGraph apply(KernelGraph const& original) override; std::string name() const override { return "IdentifyParallelDimensions"; } }; } }