2 * Copyright (c) 2020 Samsung Electronics Co., Ltd. All Rights Reserved
3 * Copyright 2017 The TensorFlow Authors. All Rights Reserved.
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
9 * http://www.apache.org/licenses/LICENSE-2.0
11 * Unless required by applicable law or agreed to in writing, software
12 * distributed under the License is distributed on an "AS IS" BASIS,
13 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 * See the License for the specific language governing permissions and
15 * limitations under the License.
18 #include "kernels/TestUtils.h"
19 #include "luci_interpreter/test_models/tanh/FloatTanhKernel.h"
20 #include "luci_interpreter/test_models/tanh/NegTanhKernel.h"
22 #include "loader/ModuleLoader.h"
24 namespace luci_interpreter
29 using namespace testing;
31 class TanhTest : public ::testing::Test
36 template <typename T> std::vector<T> checkTanhKernel(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(TanhTest, Float_P)
68 test_kernel::TestDataFloatTanh test_data_kernel;
69 std::vector<float> output_data_vector = checkTanhKernel(&test_data_kernel);
70 EXPECT_THAT(output_data_vector, kernels::testing::FloatArrayNear(
71 test_data_kernel.get_output_data_by_index(0), 0.0001f));
74 TEST_F(TanhTest, Input_output_type_mismatch_NEG)
76 test_kernel::NegTestDataInputOutputTypeMismatchTanhKernel test_data_kernel;
77 MemoryManager memory_manager{};
78 RuntimeModule runtime_module{};
79 bool dealloc_input = true;
80 // Load model with single op
81 auto *model_data_raw = reinterpret_cast<const char *>(test_data_kernel.get_model_ptr());
82 EXPECT_DEATH(ModuleLoader::load(&runtime_module, &memory_manager, model_data_raw, dealloc_input),
89 } // namespace luci_interpreter