Sadik Armagan | 29b49cf | 2021-02-22 18:09:07 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "FillTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
| 11 | #include <tensorflow/lite/schema/schema_generated.h> |
| 12 | |
| 13 | #include <doctest/doctest.h> |
| 14 | |
| 15 | namespace armnnDelegate |
| 16 | { |
| 17 | |
| 18 | void Fill2dTest(std::vector<armnn::BackendId>& backends, |
| 19 | tflite::BuiltinOperator fillOperatorCode = tflite::BuiltinOperator_FILL, |
| 20 | float fill = 2.0f ) |
| 21 | { |
| 22 | std::vector<int32_t> inputShape { 2 }; |
| 23 | std::vector<int32_t> tensorShape { 2, 2 }; |
| 24 | std::vector<float> expectedOutputValues = { fill, fill, |
| 25 | fill, fill }; |
| 26 | |
| 27 | FillTest<float>(fillOperatorCode, |
| 28 | ::tflite::TensorType_FLOAT32, |
| 29 | backends, |
| 30 | inputShape, |
| 31 | tensorShape, |
| 32 | expectedOutputValues, |
| 33 | fill); |
| 34 | } |
| 35 | |
| 36 | void Fill3dTest(std::vector<armnn::BackendId>& backends, |
| 37 | tflite::BuiltinOperator fillOperatorCode = tflite::BuiltinOperator_FILL, |
| 38 | float fill = 5.0f ) |
| 39 | { |
| 40 | std::vector<int32_t> inputShape { 3 }; |
| 41 | std::vector<int32_t> tensorShape { 3, 3, 3 }; |
| 42 | std::vector<float> expectedOutputValues = { fill, fill, fill, |
| 43 | fill, fill, fill, |
| 44 | fill, fill, fill, |
| 45 | |
| 46 | fill, fill, fill, |
| 47 | fill, fill, fill, |
| 48 | fill, fill, fill, |
| 49 | |
| 50 | fill, fill, fill, |
| 51 | fill, fill, fill, |
| 52 | fill, fill, fill }; |
| 53 | |
| 54 | FillTest<float>(fillOperatorCode, |
| 55 | ::tflite::TensorType_FLOAT32, |
| 56 | backends, |
| 57 | inputShape, |
| 58 | tensorShape, |
| 59 | expectedOutputValues, |
| 60 | fill); |
| 61 | } |
| 62 | |
| 63 | void Fill4dTest(std::vector<armnn::BackendId>& backends, |
| 64 | tflite::BuiltinOperator fillOperatorCode = tflite::BuiltinOperator_FILL, |
| 65 | float fill = 3.0f ) |
| 66 | { |
| 67 | std::vector<int32_t> inputShape { 4 }; |
| 68 | std::vector<int32_t> tensorShape { 2, 2, 4, 4 }; |
| 69 | std::vector<float> expectedOutputValues = { fill, fill, fill, fill, |
| 70 | fill, fill, fill, fill, |
| 71 | fill, fill, fill, fill, |
| 72 | fill, fill, fill, fill, |
| 73 | |
| 74 | fill, fill, fill, fill, |
| 75 | fill, fill, fill, fill, |
| 76 | fill, fill, fill, fill, |
| 77 | fill, fill, fill, fill, |
| 78 | |
| 79 | fill, fill, fill, fill, |
| 80 | fill, fill, fill, fill, |
| 81 | fill, fill, fill, fill, |
| 82 | fill, fill, fill, fill, |
| 83 | |
| 84 | fill, fill, fill, fill, |
| 85 | fill, fill, fill, fill, |
| 86 | fill, fill, fill, fill, |
| 87 | fill, fill, fill, fill }; |
| 88 | |
| 89 | FillTest<float>(fillOperatorCode, |
| 90 | ::tflite::TensorType_FLOAT32, |
| 91 | backends, |
| 92 | inputShape, |
| 93 | tensorShape, |
| 94 | expectedOutputValues, |
| 95 | fill); |
| 96 | } |
| 97 | |
| 98 | void FillInt32Test(std::vector<armnn::BackendId>& backends, |
| 99 | tflite::BuiltinOperator fillOperatorCode = tflite::BuiltinOperator_FILL, |
| 100 | int32_t fill = 2 ) |
| 101 | { |
| 102 | std::vector<int32_t> inputShape { 2 }; |
| 103 | std::vector<int32_t> tensorShape { 2, 2 }; |
| 104 | std::vector<int32_t> expectedOutputValues = { fill, fill, |
| 105 | fill, fill }; |
| 106 | |
| 107 | FillTest<int32_t>(fillOperatorCode, |
| 108 | ::tflite::TensorType_INT32, |
| 109 | backends, |
| 110 | inputShape, |
| 111 | tensorShape, |
| 112 | expectedOutputValues, |
| 113 | fill); |
| 114 | } |
| 115 | |
| 116 | TEST_SUITE("Fill_CpuRefTests") |
| 117 | { |
| 118 | |
| 119 | TEST_CASE ("Fill2d_CpuRef_Test") |
| 120 | { |
| 121 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 122 | Fill2dTest(backends); |
| 123 | } |
| 124 | |
| 125 | TEST_CASE ("Fill3d_CpuRef_Test") |
| 126 | { |
| 127 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 128 | Fill3dTest(backends); |
| 129 | } |
| 130 | |
| 131 | TEST_CASE ("Fill3d_CpuRef_Test") |
| 132 | { |
| 133 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 134 | Fill3dTest(backends); |
| 135 | } |
| 136 | |
| 137 | TEST_CASE ("Fill4d_CpuRef_Test") |
| 138 | { |
| 139 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 140 | Fill4dTest(backends); |
| 141 | } |
| 142 | |
| 143 | TEST_CASE ("FillInt32_CpuRef_Test") |
| 144 | { |
| 145 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 146 | FillInt32Test(backends); |
| 147 | } |
| 148 | |
| 149 | } |
| 150 | |
| 151 | TEST_SUITE("Fill_CpuAccTests") |
| 152 | { |
| 153 | |
| 154 | TEST_CASE ("Fill2d_CpuAcc_Test") |
| 155 | { |
| 156 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 157 | Fill2dTest(backends); |
| 158 | } |
| 159 | |
| 160 | TEST_CASE ("Fill3d_CpuAcc_Test") |
| 161 | { |
| 162 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 163 | Fill3dTest(backends); |
| 164 | } |
| 165 | |
| 166 | TEST_CASE ("Fill3d_CpuAcc_Test") |
| 167 | { |
| 168 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 169 | Fill3dTest(backends); |
| 170 | } |
| 171 | |
| 172 | TEST_CASE ("Fill4d_CpuAcc_Test") |
| 173 | { |
| 174 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 175 | Fill4dTest(backends); |
| 176 | } |
| 177 | |
| 178 | TEST_CASE ("FillInt32_CpuAcc_Test") |
| 179 | { |
| 180 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 181 | FillInt32Test(backends); |
| 182 | } |
| 183 | |
| 184 | } |
| 185 | |
| 186 | TEST_SUITE("Fill_GpuAccTests") |
| 187 | { |
| 188 | |
| 189 | TEST_CASE ("Fill2d_GpuAcc_Test") |
| 190 | { |
| 191 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 192 | Fill2dTest(backends); |
| 193 | } |
| 194 | |
| 195 | TEST_CASE ("Fill3d_GpuAcc_Test") |
| 196 | { |
| 197 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 198 | Fill3dTest(backends); |
| 199 | } |
| 200 | |
| 201 | TEST_CASE ("Fill3d_GpuAcc_Test") |
| 202 | { |
| 203 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 204 | Fill3dTest(backends); |
| 205 | } |
| 206 | |
| 207 | TEST_CASE ("Fill4d_GpuAcc_Test") |
| 208 | { |
| 209 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 210 | Fill4dTest(backends); |
| 211 | } |
| 212 | |
| 213 | TEST_CASE ("FillInt32_GpuAcc_Test") |
| 214 | { |
| 215 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 216 | FillInt32Test(backends); |
| 217 | } |
| 218 | |
| 219 | } |
| 220 | |
| 221 | } // namespace armnnDelegate |