/******************************************************************************* * Copyright 2017-2018 Intel Corporation * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. *******************************************************************************/ #include <algorithm> #include "ngraph/ngraph.hpp" #include "ngraph/util.hpp" #include "test_tools.hpp" using namespace std; using namespace ngraph; // This function traverses the list of ops and verifies that each op's dependencies (its inputs) // is located earlier in the list. That is enough to be valid bool validate_list(const list<shared_ptr<Node>>& nodes) { bool rc = true; for (auto it = nodes.rbegin(); it != nodes.rend(); it++) { auto node_tmp = *it; auto dependencies_tmp = node_tmp->get_input_ops(); vector<Node*> dependencies; for (shared_ptr<Node> n : dependencies_tmp) { dependencies.push_back(n.get()); } auto tmp = it; for (tmp++; tmp != nodes.rend(); tmp++) { auto dep_tmp = *tmp; auto found = find(dependencies.begin(), dependencies.end(), dep_tmp.get()); if (found != dependencies.end()) { dependencies.erase(found); } } if (dependencies.size() > 0) { rc = false; } } return rc; } shared_ptr<Function> make_test_graph() { auto arg_0 = make_shared<op::Parameter>(element::f32, Shape{}); auto arg_1 = make_shared<op::Parameter>(element::f32, Shape{}); auto arg_2 = make_shared<op::Parameter>(element::f32, Shape{}); auto arg_3 = make_shared<op::Parameter>(element::f32, Shape{}); auto arg_4 = make_shared<op::Parameter>(element::f32, Shape{}); auto arg_5 = make_shared<op::Parameter>(element::f32, Shape{}); auto t0 = make_shared<op::Add>(arg_0, arg_1); auto t1 = make_shared<op::Dot>(t0, arg_2); auto t2 = make_shared<op::Multiply>(t0, arg_3); auto t3 = make_shared<op::Add>(t1, arg_4); auto t4 = make_shared<op::Add>(t2, arg_5); auto r0 = make_shared<op::Add>(t3, t4); auto f0 = make_shared<Function>(r0, op::ParameterVector{arg_0, arg_1, arg_2, arg_3, arg_4, arg_5}); return f0; }