Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 1 | // |
Teresa Charlin | 69b67d8 | 2023-01-05 17:24:34 +0000 | [diff] [blame] | 2 | // Copyright © 2020,2023 Arm Ltd and Contributors. All rights reserved. |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ControlTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 11 | |
| 12 | #include <doctest/doctest.h> |
| 13 | |
| 14 | namespace armnnDelegate |
| 15 | { |
| 16 | |
| 17 | // CONCATENATION Operator |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 18 | void ConcatUint8TwoInputsTest() |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 19 | { |
| 20 | std::vector<int32_t> inputShape { 2, 2 }; |
| 21 | std::vector<int32_t> expectedOutputShape { 4, 2 }; |
| 22 | |
| 23 | // Set input and output data |
| 24 | std::vector<std::vector<uint8_t>> inputValues; |
| 25 | std::vector<uint8_t> inputValue1 { 0, 1, 2, 3 }; // Lower bounds |
| 26 | std::vector<uint8_t> inputValue2 { 252, 253, 254, 255 }; // Upper bounds |
| 27 | inputValues.push_back(inputValue1); |
| 28 | inputValues.push_back(inputValue2); |
| 29 | |
| 30 | std::vector<uint8_t> expectedOutputValues { 0, 1, 2, 3, 252, 253, 254, 255 }; |
| 31 | |
| 32 | ConcatenationTest<uint8_t>(tflite::BuiltinOperator_CONCATENATION, |
| 33 | ::tflite::TensorType_UINT8, |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 34 | inputShape, |
| 35 | expectedOutputShape, |
| 36 | inputValues, |
| 37 | expectedOutputValues); |
| 38 | } |
| 39 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 40 | void ConcatInt16TwoInputsTest() |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 41 | { |
| 42 | std::vector<int32_t> inputShape { 2, 2 }; |
| 43 | std::vector<int32_t> expectedOutputShape { 4, 2 }; |
| 44 | |
| 45 | std::vector<std::vector<int16_t>> inputValues; |
| 46 | std::vector<int16_t> inputValue1 { -32768, -16384, -1, 0 }; |
| 47 | std::vector<int16_t> inputValue2 { 1, 2, 16384, 32767 }; |
| 48 | inputValues.push_back(inputValue1); |
| 49 | inputValues.push_back(inputValue2); |
| 50 | |
| 51 | std::vector<int16_t> expectedOutputValues { -32768, -16384, -1, 0, 1, 2, 16384, 32767}; |
| 52 | |
| 53 | ConcatenationTest<int16_t>(tflite::BuiltinOperator_CONCATENATION, |
| 54 | ::tflite::TensorType_INT16, |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 55 | inputShape, |
| 56 | expectedOutputShape, |
| 57 | inputValues, |
| 58 | expectedOutputValues); |
| 59 | } |
| 60 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 61 | void ConcatFloat32TwoInputsTest() |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 62 | { |
| 63 | std::vector<int32_t> inputShape { 2, 2 }; |
| 64 | std::vector<int32_t> expectedOutputShape { 4, 2 }; |
| 65 | |
| 66 | std::vector<std::vector<float>> inputValues; |
| 67 | std::vector<float> inputValue1 { -127.f, -126.f, -1.f, 0.f }; |
| 68 | std::vector<float> inputValue2 { 1.f, 2.f, 126.f, 127.f }; |
| 69 | inputValues.push_back(inputValue1); |
| 70 | inputValues.push_back(inputValue2); |
| 71 | |
| 72 | std::vector<float> expectedOutputValues { -127.f, -126.f, -1.f, 0.f, 1.f, 2.f, 126.f, 127.f }; |
| 73 | |
| 74 | ConcatenationTest<float>(tflite::BuiltinOperator_CONCATENATION, |
| 75 | ::tflite::TensorType_FLOAT32, |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 76 | inputShape, |
| 77 | expectedOutputShape, |
| 78 | inputValues, |
| 79 | expectedOutputValues); |
| 80 | } |
| 81 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 82 | void ConcatThreeInputsTest() |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 83 | { |
| 84 | std::vector<int32_t> inputShape { 2, 2 }; |
| 85 | std::vector<int32_t> expectedOutputShape { 6, 2 }; |
| 86 | |
| 87 | std::vector<std::vector<uint8_t>> inputValues; |
| 88 | std::vector<uint8_t> inputValue1 { 0, 1, 2, 3 }; |
| 89 | std::vector<uint8_t> inputValue2 { 125, 126, 127, 128 }; |
| 90 | std::vector<uint8_t> inputValue3 { 252, 253, 254, 255 }; |
| 91 | inputValues.push_back(inputValue1); |
| 92 | inputValues.push_back(inputValue2); |
| 93 | inputValues.push_back(inputValue3); |
| 94 | |
| 95 | std::vector<uint8_t> expectedOutputValues { 0, 1, 2, 3, 125, 126, 127, 128, 252, 253, 254, 255 }; |
| 96 | |
| 97 | ConcatenationTest<uint8_t>(tflite::BuiltinOperator_CONCATENATION, |
| 98 | ::tflite::TensorType_UINT8, |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 99 | inputShape, |
| 100 | expectedOutputShape, |
| 101 | inputValues, |
| 102 | expectedOutputValues); |
| 103 | } |
| 104 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 105 | void ConcatAxisTest() |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 106 | { |
| 107 | std::vector<int32_t> inputShape { 1, 2, 2 }; |
| 108 | std::vector<int32_t> expectedOutputShape { 1, 2, 4 }; |
| 109 | |
| 110 | std::vector<std::vector<uint8_t>> inputValues; |
| 111 | std::vector<uint8_t> inputValue1 { 0, 1, 2, 3 }; |
| 112 | std::vector<uint8_t> inputValue3 { 252, 253, 254, 255 }; |
| 113 | inputValues.push_back(inputValue1); |
| 114 | inputValues.push_back(inputValue3); |
| 115 | |
| 116 | std::vector<uint8_t> expectedOutputValues { 0, 1, 252, 253, 2, 3, 254, 255 }; |
| 117 | |
| 118 | ConcatenationTest<uint8_t>(tflite::BuiltinOperator_CONCATENATION, |
| 119 | ::tflite::TensorType_UINT8, |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 120 | inputShape, |
| 121 | expectedOutputShape, |
| 122 | inputValues, |
| 123 | expectedOutputValues, |
| 124 | 2); |
| 125 | } |
| 126 | |
| 127 | // MEAN Operator |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 128 | void MeanUint8KeepDimsTest() |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 129 | { |
| 130 | std::vector<int32_t> input0Shape { 1, 3 }; |
| 131 | std::vector<int32_t> input1Shape { 1 }; |
| 132 | std::vector<int32_t> expectedOutputShape { 1, 1 }; |
| 133 | |
| 134 | std::vector<uint8_t> input0Values { 5, 10, 15 }; // Inputs |
| 135 | std::vector<int32_t> input1Values { 1 }; // Axis |
| 136 | |
| 137 | std::vector<uint8_t> expectedOutputValues { 10 }; |
| 138 | |
| 139 | MeanTest<uint8_t>(tflite::BuiltinOperator_MEAN, |
| 140 | ::tflite::TensorType_UINT8, |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 141 | input0Shape, |
| 142 | input1Shape, |
| 143 | expectedOutputShape, |
| 144 | input0Values, |
| 145 | input1Values, |
| 146 | expectedOutputValues, |
| 147 | true); |
| 148 | } |
| 149 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 150 | void MeanUint8Test() |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 151 | { |
| 152 | std::vector<int32_t> input0Shape { 1, 2, 2 }; |
| 153 | std::vector<int32_t> input1Shape { 1 }; |
| 154 | std::vector<int32_t> expectedOutputShape { 2, 2 }; |
| 155 | |
| 156 | std::vector<uint8_t> input0Values { 5, 10, 15, 20 }; // Inputs |
| 157 | std::vector<int32_t> input1Values { 0 }; // Axis |
| 158 | |
| 159 | std::vector<uint8_t> expectedOutputValues { 5, 10, 15, 20 }; |
| 160 | |
| 161 | MeanTest<uint8_t>(tflite::BuiltinOperator_MEAN, |
| 162 | ::tflite::TensorType_UINT8, |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 163 | input0Shape, |
| 164 | input1Shape, |
| 165 | expectedOutputShape, |
| 166 | input0Values, |
| 167 | input1Values, |
| 168 | expectedOutputValues, |
| 169 | false); |
| 170 | } |
| 171 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 172 | void MeanFp32KeepDimsTest() |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 173 | { |
| 174 | std::vector<int32_t> input0Shape { 1, 2, 2 }; |
| 175 | std::vector<int32_t> input1Shape { 1 }; |
| 176 | std::vector<int32_t> expectedOutputShape { 1, 1, 2 }; |
| 177 | |
| 178 | std::vector<float> input0Values { 1.0f, 1.5f, 2.0f, 2.5f }; // Inputs |
| 179 | std::vector<int32_t> input1Values { 1 }; // Axis |
| 180 | |
| 181 | std::vector<float> expectedOutputValues { 1.5f, 2.0f }; |
| 182 | |
| 183 | MeanTest<float>(tflite::BuiltinOperator_MEAN, |
| 184 | ::tflite::TensorType_FLOAT32, |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 185 | input0Shape, |
| 186 | input1Shape, |
| 187 | expectedOutputShape, |
| 188 | input0Values, |
| 189 | input1Values, |
| 190 | expectedOutputValues, |
| 191 | true); |
| 192 | } |
| 193 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 194 | void MeanFp32Test() |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 195 | { |
| 196 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 197 | std::vector<int32_t> input1Shape { 1 }; |
| 198 | std::vector<int32_t> expectedOutputShape { 1, 2, 1 }; |
| 199 | |
| 200 | std::vector<float> input0Values { 1.0f, 1.5f, 2.0f, 2.5f }; // Inputs |
| 201 | std::vector<int32_t> input1Values { 2 }; // Axis |
| 202 | |
| 203 | std::vector<float> expectedOutputValues { 1.25f, 2.25f }; |
| 204 | |
| 205 | MeanTest<float>(tflite::BuiltinOperator_MEAN, |
| 206 | ::tflite::TensorType_FLOAT32, |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 207 | input0Shape, |
| 208 | input1Shape, |
| 209 | expectedOutputShape, |
| 210 | input0Values, |
| 211 | input1Values, |
| 212 | expectedOutputValues, |
| 213 | false); |
| 214 | } |
| 215 | |
| 216 | // CONCATENATION Tests. |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 217 | TEST_SUITE("Concatenation_Tests") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 218 | { |
| 219 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 220 | TEST_CASE ("Concatenation_Uint8_Test") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 221 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 222 | ConcatUint8TwoInputsTest(); |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 223 | } |
| 224 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 225 | TEST_CASE ("Concatenation_Int16_Test") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 226 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 227 | ConcatInt16TwoInputsTest(); |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 228 | } |
| 229 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 230 | TEST_CASE ("Concatenation_Float32_Test") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 231 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 232 | ConcatFloat32TwoInputsTest(); |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 233 | } |
| 234 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 235 | TEST_CASE ("Concatenation_Three_Inputs_Test") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 236 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 237 | ConcatThreeInputsTest(); |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 238 | } |
| 239 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 240 | TEST_CASE ("Concatenation_Axis_Test") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 241 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 242 | ConcatAxisTest(); |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 243 | } |
| 244 | |
| 245 | } |
| 246 | |
| 247 | // MEAN Tests |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 248 | TEST_SUITE("Mean_Tests") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 249 | { |
| 250 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 251 | TEST_CASE ("Mean_Uint8_KeepDims_Test") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 252 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 253 | MeanUint8KeepDimsTest(); |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 254 | } |
| 255 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 256 | TEST_CASE ("Mean_Uint8_Test") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 257 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 258 | MeanUint8Test(); |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 259 | } |
| 260 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 261 | TEST_CASE ("Mean_Fp32_KeepDims_Test") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 262 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 263 | MeanFp32KeepDimsTest(); |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 264 | } |
| 265 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 266 | TEST_CASE ("Mean_Fp32_Test") |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 267 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 268 | MeanFp32Test(); |
Matthew Sloyan | 91c4171 | 2020-11-13 09:47:35 +0000 | [diff] [blame] | 269 | } |
| 270 | |
| 271 | } |
| 272 | |
| 273 | } // namespace armnnDelegate |