Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 1 | // |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 2 | // Copyright © 2020, 2023-2024 Arm Ltd and Contributors. All rights reserved. |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "SplitTestHelper.hpp" |
| 7 | |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 8 | #include <doctest/doctest.h> |
| 9 | |
| 10 | namespace armnnDelegate |
| 11 | { |
| 12 | |
| 13 | // SPLIT Operator |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 14 | void SplitUint8Test() |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 15 | { |
| 16 | std::vector<int32_t> axisShape { 1 }; |
| 17 | std::vector<int32_t> inputShape { 2, 2, 2, 2} ; |
| 18 | std::vector<int32_t> outputShape0 { 2, 2, 2, 1 }; |
| 19 | std::vector<int32_t> outputShape1 { 2, 2, 2, 1 }; |
| 20 | std::vector<std::vector<int32_t>> outputShapes{ outputShape0, outputShape1 }; |
| 21 | |
| 22 | std::vector<int32_t> axisData { 3 }; // Axis |
| 23 | std::vector<uint8_t> inputValues { 1, 2, 3, 4, 5, 6, 7, 8, |
| 24 | 9, 10, 11, 12, 13, 14, 15, 16 }; // Input |
| 25 | |
| 26 | |
| 27 | std::vector<uint8_t> expectedOutputValues0 { 1, 3, 5, 7, 9, 11, 13, 15 }; |
| 28 | std::vector<uint8_t> expectedOutputValues1 { 2, 4, 6, 8, 10, 12, 14, 16 }; |
| 29 | std::vector<std::vector<uint8_t>> expectedOutputValues{ expectedOutputValues0, expectedOutputValues1 }; |
| 30 | |
| 31 | int32_t numSplits = 2; |
| 32 | |
| 33 | SplitTest<uint8_t>(::tflite::TensorType_UINT8, |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 34 | axisShape, |
| 35 | inputShape, |
| 36 | outputShapes, |
| 37 | axisData, |
| 38 | inputValues, |
| 39 | expectedOutputValues, |
| 40 | numSplits); |
| 41 | } |
| 42 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 43 | void SplitFp32Test() |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 44 | { |
| 45 | std::vector<int32_t> axisShape { 1 }; |
| 46 | std::vector<int32_t> inputShape { 2, 2, 2, 2 }; |
| 47 | std::vector<int32_t> outputShape0 { 2, 1, 2, 2 }; |
| 48 | std::vector<int32_t> outputShape1 { 2, 1, 2, 2 }; |
| 49 | std::vector<std::vector<int32_t>> outputShapes{ outputShape0, outputShape1 }; |
| 50 | |
| 51 | std::vector<int32_t> axisData { 1 }; // Axis |
| 52 | std::vector<float> inputValues { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 53 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f }; // Input |
| 54 | |
| 55 | |
| 56 | std::vector<float> expectedOutputValues0 { 1.0f, 2.0f, 3.0f, 4.0f, 9.0f, 10.0f, 11.0f, 12.0f }; |
| 57 | std::vector<float> expectedOutputValues1 { 5.0f, 6.0f, 7.0f, 8.0f, 13.0f, 14.0f, 15.0f, 16.0f }; |
| 58 | std::vector<std::vector<float>> expectedOutputValues{ expectedOutputValues0, expectedOutputValues1 }; |
| 59 | |
| 60 | int32_t numSplits = 2; |
| 61 | |
| 62 | SplitTest<float>(::tflite::TensorType_FLOAT32, |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 63 | axisShape, |
| 64 | inputShape, |
| 65 | outputShapes, |
| 66 | axisData, |
| 67 | inputValues, |
| 68 | expectedOutputValues, |
| 69 | numSplits); |
| 70 | } |
| 71 | |
| 72 | // SPLIT Test Suite |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 73 | TEST_SUITE("SPLITTests") |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 74 | { |
| 75 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 76 | TEST_CASE ("SPLIT_Uint8_Test") |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 77 | { |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 78 | SplitUint8Test(); |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 79 | } |
| 80 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 81 | TEST_CASE ("SPLIT_Fp32_Test") |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 82 | { |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 83 | SplitFp32Test(); |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 84 | } |
| 85 | |
| 86 | } |
| 87 | // End of SPLIT Test Suite |
| 88 | |
| 89 | // SPLIT_V Operator |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 90 | void SplitVUint8Test() |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 91 | { |
| 92 | std::vector<int32_t> axisShape { 1 }; |
| 93 | std::vector<int32_t> inputShape { 2, 4, 2, 2 }; |
| 94 | std::vector<int32_t> splitsShape { 2 }; |
| 95 | std::vector<int32_t> outputShape0 { 2, 3, 2, 2 }; |
| 96 | std::vector<int32_t> outputShape1 { 2, 1, 2, 2 }; |
| 97 | std::vector<std::vector<int32_t>> outputShapes{ outputShape0, outputShape1 }; |
| 98 | |
| 99 | std::vector<int32_t> axisData { 1 }; // Axis |
| 100 | std::vector<int32_t> splitsData { 3, 1 }; // Splits |
| 101 | std::vector<uint8_t> inputValues { 1, 2, 3, 4, 5, 6, 7, 8, |
| 102 | 9, 10, 11, 12, 13, 14, 15, 16, |
| 103 | 17, 18, 19, 20, 21, 22, 23, 24, |
| 104 | 25, 26, 27, 28, 29, 30, 31, 32 }; // Input |
| 105 | |
| 106 | |
| 107 | std::vector<uint8_t> expectedOutputValues0 { 1, 2, 3, 4, 5, 6, 7, 8, |
| 108 | 9, 10, 11, 12, 17, 18, 19, 20, |
| 109 | 21, 22, 23, 24, 25, 26, 27, 28 }; |
| 110 | std::vector<uint8_t> expectedOutputValues1 { 13, 14, 15, 16, 29, 30, 31, 32 }; |
| 111 | std::vector<std::vector<uint8_t>> expectedOutputValues{ expectedOutputValues0, expectedOutputValues1 }; |
| 112 | |
| 113 | int32_t numSplits = 2; |
| 114 | |
| 115 | SplitVTest<uint8_t>(::tflite::TensorType_UINT8, |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 116 | inputShape, |
| 117 | splitsShape, |
| 118 | axisShape, |
| 119 | outputShapes, |
| 120 | inputValues, |
| 121 | splitsData, |
| 122 | axisData, |
| 123 | expectedOutputValues, |
| 124 | numSplits); |
| 125 | } |
| 126 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 127 | void SplitVFp32Test() |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 128 | { |
| 129 | std::vector<int32_t> axisShape { 1 }; |
| 130 | std::vector<int32_t> inputShape { 2, 4, 2, 2 }; |
| 131 | std::vector<int32_t> splitsShape { 2 }; |
| 132 | std::vector<int32_t> outputShape0 { 2, 3, 2, 2 }; |
| 133 | std::vector<int32_t> outputShape1 { 2, 1, 2, 2 }; |
| 134 | std::vector<std::vector<int32_t>> outputShapes{ outputShape0, outputShape1 }; |
| 135 | |
| 136 | std::vector<int32_t> axisData { 1 }; // Axis |
| 137 | std::vector<int32_t> splitsData { 3, 1 }; // Splits |
| 138 | std::vector<float> inputValues { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 139 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, |
| 140 | 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, |
| 141 | 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f }; // Input |
| 142 | |
| 143 | |
| 144 | std::vector<float> expectedOutputValues0 { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 145 | 9.0f, 10.0f, 11.0f, 12.0f, 17.0f, 18.0f, 19.0f, 20.0f, |
| 146 | 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f, 27.0f, 28.0f }; |
| 147 | std::vector<float> expectedOutputValues1 { 13.0f, 14.0f, 15.0f, 16.0f, 29.0f, 30.0f, 31.0f, 32.0f }; |
| 148 | std::vector<std::vector<float>> expectedOutputValues{ expectedOutputValues0, expectedOutputValues1 }; |
| 149 | |
| 150 | int32_t numSplits = 2; |
| 151 | |
| 152 | SplitVTest<float>(::tflite::TensorType_FLOAT32, |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 153 | inputShape, |
| 154 | splitsShape, |
| 155 | axisShape, |
| 156 | outputShapes, |
| 157 | inputValues, |
| 158 | splitsData, |
| 159 | axisData, |
| 160 | expectedOutputValues, |
| 161 | numSplits); |
| 162 | } |
| 163 | |
| 164 | // SPLIT_V Test Suite |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 165 | TEST_SUITE("SPLIT_VTests") |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 166 | { |
| 167 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 168 | TEST_CASE ("SPLIT_V_Uint8_Test") |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 169 | { |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 170 | SplitVUint8Test(); |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 171 | } |
| 172 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 173 | TEST_CASE ("SPLIT_V_Fp32_Test") |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 174 | { |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 175 | SplitVFp32Test(); |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 176 | } |
| 177 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 178 | } // End of SPLIT_V Test Suite |
Sadik Armagan | 34fa1bd | 2020-11-27 12:40:52 +0000 | [diff] [blame] | 179 | |
| 180 | } // namespace armnnDelegate |