/******************************************************************************* * * MIT License * * Copyright (C) 2023-2025 Advanced Micro Devices, Inc. All rights reserved. * * 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. * *******************************************************************************/ #pragma once #include #include #include namespace TensileLite { template struct FreeSizeEntry { Value value; }; /** * \ingroup SolutionLibrary * * Uses a distance function to select solutions based on benchmarks. * Benchmarks are performed to determine the optimal solution at a number of * specific sizes. At runtime, we find the benchmarked size that is closest * to the size asked for. */ template struct ProblemFreeSizeLibrary : public SolutionLibrary { using Element = std::shared_ptr>; using Table = std::vector>; std::shared_ptr table; static std::string Type() { return "FreeSize"; } virtual std::string type() const override { return Type(); } virtual std::string description() const override { if(table == nullptr) return concatenate(type(), ", table: nullptr"); return concatenate(type(), table->size()); } virtual std::shared_ptr getSolutionByIndex(MyProblem const& problem, Hardware const& hardware, const int index) const override { std::shared_ptr solution; return solution; } virtual std::shared_ptr findBestSolution(MyProblem const& problem, Hardware const& hardware, double* fitness = nullptr) const override { std::shared_ptr solution; return solution; } virtual SolutionSet findAllSolutions(MyProblem const& problem, Hardware const& hardware, SolutionLibrarySearchType searchType = SolutionLibrarySearchType::DEFAULT) const override { bool debug = Debug::Instance().printPropertyEvaluation(); SolutionSet rv; if(searchType == SolutionLibrarySearchType::DEFAULT) return rv; for(auto const& row : *this->table) { if(debug) std::cout << row.value->description() << std::endl; auto rowSolutions = row.value->findAllSolutions(problem, hardware, searchType); rv.insert(rowSolutions.begin(), rowSolutions.end()); if(debug) std::cout << std::endl; } return rv; } virtual SolutionSet findAllSolutionsGroupedGemm(std::vector const& problems, Hardware const& hardware, SolutionLibrarySearchType searchType = SolutionLibrarySearchType::DEFAULT) const override { bool debug = Debug::Instance().printPropertyEvaluation(); SolutionSet rv; if(searchType == SolutionLibrarySearchType::DEFAULT) return rv; for(auto const& row : *this->table) { if(debug) std::cout << row.value->description() << std::endl; auto rowSolutions = row.value->findAllSolutionsGroupedGemm(problems, hardware, searchType); rv.insert(rowSolutions.begin(), rowSolutions.end()); if(debug) std::cout << std::endl; } return rv; } virtual SolutionVector findTopSolutions(MyProblem const& problem, Hardware const& hardware, int numSolutions) const override { // TODO- // Can remove this override since the base SolutionLibrary has done the same thing // FreeSize pool is simply a table, no ranking information. // Return empty to indicate not supported for heuristic. SolutionVector solutions; return solutions; } virtual SolutionVector findTopSolutionsGroupedGemm(std::vector const& problems, Hardware const& hardware, int numSolutions) const override { SolutionVector solutions; return solutions; } }; } // namespace TensileLite