/** * Copyright 2021 Huawei Technologies Co., Ltd * * 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 #include #include "common/common_test.h" #include "ops/topk.h" #include "ir/dtype/type.h" #include "ir/value.h" #include "abstract/dshape.h" #include "utils/tensor_construct_utils.h" namespace mindspore { namespace ops { class TestTopK : public UT::Common { public: TestTopK() {} void SetUp() {} void TearDown() {} }; TEST_F(TestTopK, test_topk) { auto topk = std::make_shared(); bool sorted = true; topk->Init(sorted); EXPECT_EQ(topk->get_sorted(), true); auto tensor_x = std::make_shared(kNumberTypeFloat16, std::vector{5}); MS_EXCEPTION_IF_NULL(tensor_x); auto tensor_x_data = reinterpret_cast(tensor_x->data_c()); *tensor_x_data = 1; tensor_x_data++; *tensor_x_data = 2; tensor_x_data++; *tensor_x_data = 3; tensor_x_data++; *tensor_x_data = 4; tensor_x_data++; *tensor_x_data = 5; tensor_x_data++; auto k = MakeValue(3); MS_EXCEPTION_IF_NULL(k); auto abstract = topk->Infer({tensor_x->ToAbstract(), k->ToAbstract()}); MS_EXCEPTION_IF_NULL(abstract); EXPECT_EQ(abstract->isa(), true); auto shape_ptr = abstract->BuildShape(); MS_EXCEPTION_IF_NULL(shape_ptr); EXPECT_EQ(shape_ptr->isa(), true); auto shape = shape_ptr->cast(); MS_EXCEPTION_IF_NULL(shape); auto shape_vec = shape->shape(); EXPECT_EQ(shape_vec.size(), 2); auto shape1 = shape_vec[0]->cast()->shape(); EXPECT_EQ(shape1.size(), 1); EXPECT_EQ(shape1[0], 3); auto shape2 = shape_vec[1]->cast()->shape(); EXPECT_EQ(shape2.size(), 1); EXPECT_EQ(shape2[0], 3); auto type_ptr = abstract->BuildType(); MS_EXCEPTION_IF_NULL(type_ptr); auto type = type_ptr->cast(); auto type_vec = type->elements(); EXPECT_EQ(type_vec.size(), 2); MS_EXCEPTION_IF_NULL(type_vec[0]); auto data_type1 = type_vec[0]->cast()->element(); MS_EXCEPTION_IF_NULL(data_type1); EXPECT_EQ(data_type1->type_id(), kNumberTypeFloat16); auto data_type2 = type_vec[1]->cast()->element(); MS_EXCEPTION_IF_NULL(data_type2); EXPECT_EQ(data_type2->type_id(), kNumberTypeInt32); } } // namespace ops } // namespace mindspore