Sadik Armagan | 0534e03 | 2020-10-27 17:30:18 +0000 | [diff] [blame] | 1 | // |
Teresa Charlin | ad1b3d7 | 2023-03-14 12:10:28 +0000 | [diff] [blame] | 2 | // Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved. |
Sadik Armagan | 0534e03 | 2020-10-27 17:30:18 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ElementwiseUnaryTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
| 11 | #include <tensorflow/lite/interpreter.h> |
| 12 | #include <tensorflow/lite/kernels/register.h> |
| 13 | #include <tensorflow/lite/model.h> |
Sadik Armagan | 0534e03 | 2020-10-27 17:30:18 +0000 | [diff] [blame] | 14 | #include <tensorflow/lite/version.h> |
| 15 | |
| 16 | #include <doctest/doctest.h> |
| 17 | |
| 18 | namespace armnnDelegate |
| 19 | { |
| 20 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 21 | TEST_SUITE("ElementwiseUnary_Tests") |
Sadik Armagan | 0534e03 | 2020-10-27 17:30:18 +0000 | [diff] [blame] | 22 | { |
| 23 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 24 | TEST_CASE ("Abs_Float32_Test") |
Sadik Armagan | 0534e03 | 2020-10-27 17:30:18 +0000 | [diff] [blame] | 25 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 26 | // Set input data |
| 27 | std::vector<float> inputValues |
| 28 | { |
| 29 | -0.1f, -0.2f, -0.3f, |
| 30 | 0.1f, 0.2f, 0.3f |
| 31 | }; |
| 32 | // Calculate output data |
| 33 | std::vector<float> expectedOutputValues(inputValues.size()); |
| 34 | for (unsigned int i = 0; i < inputValues.size(); ++i) |
| 35 | { |
| 36 | expectedOutputValues[i] = std::abs(inputValues[i]); |
| 37 | } |
| 38 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 39 | ElementwiseUnaryFP32Test(tflite::BuiltinOperator_ABS, inputValues, expectedOutputValues); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 40 | } |
| 41 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 42 | TEST_CASE ("Ceil_Float32_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 43 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 44 | // Only works on CpuRef |
Teresa Charlin | 93f0ad0 | 2023-03-23 15:28:02 +0000 | [diff] [blame] | 45 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 46 | // Set input data |
| 47 | std::vector<float> inputValues |
| 48 | { |
| 49 | 0.0f, 1.1f, -16.1f, |
| 50 | 0.5f, -0.5f, -1.3f |
| 51 | }; |
| 52 | // Set output data |
| 53 | std::vector<float> expectedOutputValues |
| 54 | { |
| 55 | 0.0f, 2.0f, -16.0f, |
| 56 | 1.0f, 0.0f, -1.0f |
| 57 | }; |
| 58 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 59 | ElementwiseUnaryFP32Test(tflite::BuiltinOperator_CEIL, inputValues, expectedOutputValues, backends); |
Teresa Charlin | 93f0ad0 | 2023-03-23 15:28:02 +0000 | [diff] [blame] | 60 | } |
| 61 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 62 | TEST_CASE ("Exp_Float32_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 63 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 64 | // Set input data |
| 65 | std::vector<float> inputValues |
| 66 | { |
| 67 | 5.0f, 4.0f, |
| 68 | 3.0f, 2.0f, |
| 69 | 1.0f, 1.1f |
| 70 | }; |
| 71 | // Set output data |
| 72 | std::vector<float> expectedOutputValues |
| 73 | { |
| 74 | 148.413159102577f, 54.598150033144f, |
| 75 | 20.085536923188f, 7.389056098931f, |
| 76 | 2.718281828459f, 3.004166023946f |
| 77 | }; |
| 78 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 79 | ElementwiseUnaryFP32Test(tflite::BuiltinOperator_EXP, inputValues, expectedOutputValues); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 80 | } |
| 81 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 82 | TEST_CASE ("Log_Float32_Test") |
Teresa Charlin | b1f5f70 | 2022-07-12 14:16:24 +0100 | [diff] [blame] | 83 | { |
Teresa Charlin | b1f5f70 | 2022-07-12 14:16:24 +0100 | [diff] [blame] | 84 | // Set input data |
| 85 | std::vector<float> inputValues |
| 86 | { |
| 87 | 1.0f, 1.0f, 2.0f, |
| 88 | 3.0f, 4.0f, 2.71828f |
| 89 | }; |
| 90 | // Set output data |
| 91 | std::vector<float> expectedOutputValues |
| 92 | { |
| 93 | 0.f, 0.f, 0.69314718056f, |
| 94 | 1.09861228867f, 1.38629436112f, 0.99999932734f |
| 95 | }; |
| 96 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 97 | ElementwiseUnaryFP32Test(tflite::BuiltinOperator_LOG, inputValues, expectedOutputValues); |
Teresa Charlin | b1f5f70 | 2022-07-12 14:16:24 +0100 | [diff] [blame] | 98 | } |
| 99 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 100 | TEST_CASE ("Neg_Float32_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 101 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 102 | // Set input data |
| 103 | std::vector<float> inputValues |
| 104 | { |
| 105 | 1.f, 0.f, 3.f, |
| 106 | 25.f, 64.f, 100.f |
| 107 | }; |
| 108 | // Set output data |
| 109 | std::vector<float> expectedOutputValues |
| 110 | { |
| 111 | -1.f, 0.f, -3.f, |
| 112 | -25.f, -64.f, -100.f |
| 113 | }; |
| 114 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 115 | ElementwiseUnaryFP32Test(tflite::BuiltinOperator_NEG, inputValues, expectedOutputValues); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 116 | } |
| 117 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 118 | TEST_CASE ("Rsqrt_Float32_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 119 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 120 | // Set input data |
| 121 | std::vector<float> inputValues |
| 122 | { |
| 123 | 1.f, 4.f, 16.f, |
| 124 | 25.f, 64.f, 100.f |
| 125 | }; |
| 126 | // Set output data |
| 127 | std::vector<float> expectedOutputValues |
| 128 | { |
| 129 | 1.f, 0.5f, 0.25f, |
| 130 | 0.2f, 0.125f, 0.1f |
| 131 | }; |
| 132 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 133 | ElementwiseUnaryFP32Test(tflite::BuiltinOperator_RSQRT, inputValues, expectedOutputValues); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 134 | } |
| 135 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 136 | TEST_CASE ("Sqrt_Float32_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 137 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 138 | // Only works on CpuRef. |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 139 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 140 | // Set input data |
| 141 | std::vector<float> inputValues |
| 142 | { |
| 143 | 9.0f, 4.25f, 81.9f, |
| 144 | 0.1f, 0.9f, 169.0f |
| 145 | }; |
| 146 | // Calculate output data |
| 147 | std::vector<float> expectedOutputValues(inputValues.size()); |
| 148 | for (unsigned int i = 0; i < inputValues.size(); ++i) |
| 149 | { |
| 150 | expectedOutputValues[i] = std::sqrt(inputValues[i]); |
| 151 | } |
| 152 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 153 | ElementwiseUnaryFP32Test(tflite::BuiltinOperator_SQRT, inputValues, expectedOutputValues, backends); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 154 | } |
| 155 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 156 | TEST_CASE ("Sin_Float32_Test") |
Teresa Charlin | b1f5f70 | 2022-07-12 14:16:24 +0100 | [diff] [blame] | 157 | { |
Teresa Charlin | b1f5f70 | 2022-07-12 14:16:24 +0100 | [diff] [blame] | 158 | // Set input data |
| 159 | std::vector<float> inputValues |
| 160 | { |
| 161 | 0.0f, 1.0f, 16.0f, |
| 162 | 0.5f, 36.0f, -1.f |
| 163 | }; |
| 164 | // Set output data |
| 165 | std::vector<float> expectedOutputValues |
| 166 | { |
| 167 | 0.0f, 0.8414709848f, -0.28790331666f, |
| 168 | 0.4794255386f, -0.99177885344f, -0.8414709848f |
| 169 | }; |
| 170 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 171 | ElementwiseUnaryFP32Test(tflite::BuiltinOperator_SIN, inputValues, expectedOutputValues); |
Teresa Charlin | b1f5f70 | 2022-07-12 14:16:24 +0100 | [diff] [blame] | 172 | } |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 173 | } // TEST_SUITE("ElementwiseUnary_Tests") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 174 | |
Sadik Armagan | 0534e03 | 2020-10-27 17:30:18 +0000 | [diff] [blame] | 175 | } // namespace armnnDelegate |