//***************************************************************************** // Copyright 2017-2019 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 "gmock/gmock.h" #include "gtest/gtest.h" #include "ngraph/ngraph.hpp" #include "ngraph/pass/manager.hpp" #include "ngraph/pass/opset0_downgrade.hpp" #include "ngraph/pass/opset1_upgrade.hpp" #include "util/type_prop.hpp" using namespace std; using namespace ngraph; TEST(opset_transform, opset1_topk_upgrade_pass) { const size_t axis = 2; const size_t k = 10; const auto data = make_shared<op::Parameter>(element::i32, Shape{5, 10, 15}); const auto topk_v0 = make_shared<op::v0::TopK>(data, axis, element::i32, k); const auto result = make_shared<op::Result>(topk_v0); auto f = make_shared<Function>(ResultVector{result}, ParameterVector{data}); ngraph::pass::Manager pass_manager; pass_manager.register_pass<pass::Opset1Upgrade>(); pass_manager.run_passes(f); const auto pass_replacement_node = f->get_result()->input(0).get_source_output().get_node_shared_ptr(); const auto topk_v1 = as_type_ptr<op::v1::TopK>(pass_replacement_node); EXPECT_TRUE(topk_v1); EXPECT_EQ(topk_v1->get_axis(), axis); EXPECT_EQ(topk_v1->get_mode(), op::v1::TopK::Mode::MAX); EXPECT_EQ(topk_v1->get_sort_type(), op::v1::TopK::SortType::SORT_VALUES); const auto values_out_element_type = topk_v1->output(0).get_element_type(); EXPECT_EQ(values_out_element_type, data->get_element_type()); } TEST(opset_transform, opset1_topk_downgrade_pass) { const auto data = make_shared<op::Parameter>(element::i32, Shape{5, 10, 15}); const int32_t k = 10; const auto k_node = op::Constant::create(element::i64, Shape{}, {k}); const size_t axis = 2; const auto mode = op::v1::TopK::Mode::MAX; const auto sort = op::v1::TopK::SortType::SORT_INDICES; const auto elem_type = element::i64; const auto topk_v1 = make_shared<op::v1::TopK>(data, k_node, axis, mode, sort, elem_type); const auto result = make_shared<op::Result>(topk_v1); auto f = make_shared<Function>(ResultVector{result}, ParameterVector{data}); ngraph::pass::Manager pass_manager; pass_manager.register_pass<pass::Opset0Downgrade>(); pass_manager.run_passes(f); const auto pass_replacement_node = f->get_result()->input(0).get_source_output().get_node_shared_ptr(); const auto topk_v0 = as_type_ptr<op::v0::TopK>(pass_replacement_node); EXPECT_TRUE(topk_v0); EXPECT_EQ(topk_v0->get_k(), k); EXPECT_EQ(topk_v0->get_top_k_axis(), axis); EXPECT_EQ(topk_v0->get_compute_max(), true); EXPECT_EQ(topk_v0->get_sort(), op::v0::TopK::SortType::SORT_INDICES); EXPECT_EQ(topk_v0->get_index_element_type(), elem_type); }