/******************************************************************************** * Copyright (c) 2023 CEA-List * * This program and the accompanying materials are made available under the * terms of the Eclipse Public License 2.0 which is available at * http://www.eclipse.org/legal/epl-2.0. * * SPDX-License-Identifier: EPL-2.0 * ********************************************************************************/ #include <memory> #include "aidge/graph/Node.hpp" #include "aidge/graph/GraphView.hpp" #include "aidge/graph/Matching.hpp" #include "aidge/operator/MetaOperator.hpp" #include "aidge/recipes/Recipes.hpp" size_t Aidge::fuseToMetaOps(std::shared_ptr<GraphView> graphView, const std::string& query, const std::string& type) { const auto metaType = (!type.empty()) ? type : query; const auto matches = SinglePassGraphMatching(graphView).match(query); size_t nbReplaced = 0; for (const auto& match : matches) { auto metaOp = MetaOperator(metaType.c_str(), match.graph->clone()); // Clone does not clone implementation, which is therefore empty. // Use the root node backend for the meta op backend, even though some // matching nodes might be on a different backend, as nodes in the meta // op are required to share the same backend! const auto backend = match.graph->rootNode()->getOperator()->backend(); if (!backend.empty()) { metaOp->getOperator()->setBackend(backend); } auto metaOpGraph = std::make_shared<GraphView>(); metaOpGraph->add(metaOp, false); const auto success = GraphView::replace(match.graph, metaOpGraph); if (!success) { Log::notice("Could not replace sub-graph with meta operator"); } else { ++nbReplaced; } } Log::info("Replaced {} (out of {}) matching sub-graph with meta operators", nbReplaced, matches.size()); return nbReplaced; }