2 * Copyright (c) 2023 Samsung Electronics Co., Ltd. All Rights Reserved
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
8 * http://www.apache.org/licenses/LICENSE-2.0
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
17 #include "kernels/TestUtils.h"
18 #include "luci_interpreter/test_models/reduce_common/ReduceProdKernel.h"
19 #include "luci_interpreter/test_models/reduce_common/NegReduceProdKernel.h"
21 #include "loader/ModuleLoader.h"
23 namespace luci_interpreter
28 using namespace testing;
30 class ReduceCommonTest : public ::testing::Test
36 std::vector<T> checkReduceCommonKernel(test_kernel::TestDataBase<T> *test_data_base)
38 MemoryManager memory_manager{};
39 RuntimeModule runtime_module{};
40 bool dealloc_input = true;
42 // Load model with single op
43 auto *model_data_raw = reinterpret_cast<const char *>(test_data_base->get_model_ptr());
44 ModuleLoader::load(&runtime_module, &memory_manager, model_data_raw, dealloc_input);
46 auto *main_runtime_graph = runtime_module.getMainGraph();
47 assert(main_runtime_graph->getNumOfInputTensors() == 1);
51 auto *input_tensor_data = reinterpret_cast<T *>(main_runtime_graph->configureGraphInput(0));
52 std::copy(test_data_base->get_input_data_by_index(0).begin(),
53 test_data_base->get_input_data_by_index(0).end(), input_tensor_data);
56 runtime_module.execute();
58 assert(main_runtime_graph->getNumOfOutputTensors() == 1);
60 T *output_data = reinterpret_cast<T *>(main_runtime_graph->getOutputDataByIndex(0));
61 const size_t num_elements = (main_runtime_graph->getOutputDataSizeByIndex(0) / sizeof(T));
62 std::vector<T> output_data_vector(output_data, output_data + num_elements);
63 return output_data_vector;
66 TEST_F(ReduceCommonTest, Reduce_Prod_Float_P)
68 test_kernel::TestDataFloatReduceProd test_data_float_reduce_prod;
69 std::vector<float> output_data_vector = checkReduceCommonKernel(&test_data_float_reduce_prod);
70 EXPECT_THAT(output_data_vector,
71 kernels::testing::FloatArrayNear(
72 test_data_float_reduce_prod.get_output_data_by_index(0), 0.0001f));
75 TEST_F(ReduceCommonTest, Reduce_Prod_Int_P)
77 test_kernel::TestDataIntReduceProd test_data_int_reduce_prod;
78 std::vector<int32_t> output_data_vector = checkReduceCommonKernel(&test_data_int_reduce_prod);
79 EXPECT_THAT(output_data_vector, test_data_int_reduce_prod.get_output_data_by_index(0));
82 TEST_F(ReduceCommonTest, Wrong_input_type_NEG)
84 test_kernel::NegTestDataWrongInputTypeReduceProdKernel test_data_kernel;
85 MemoryManager memory_manager{};
86 RuntimeModule runtime_module{};
87 bool dealloc_input = true;
88 // Load model with single op
89 auto *model_data_raw = reinterpret_cast<const char *>(test_data_kernel.get_model_ptr());
90 EXPECT_DEATH(ModuleLoader::load(&runtime_module, &memory_manager, model_data_raw, dealloc_input),
94 TEST_F(ReduceCommonTest, Wrong_axis_type_NEG)
96 test_kernel::NegTestDataWrongAxisTypeReduceProdKernel test_data_kernel;
97 MemoryManager memory_manager{};
98 RuntimeModule runtime_module{};
99 bool dealloc_input = true;
100 // Load model with single op
101 auto *model_data_raw = reinterpret_cast<const char *>(test_data_kernel.get_model_ptr());
102 EXPECT_DEATH(ModuleLoader::load(&runtime_module, &memory_manager, model_data_raw, dealloc_input),
107 } // namespace luci_interpreter