Jan Eilers | 2ffddda | 2021-02-03 09:14:30 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "SliceTestHelper.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 StridedSlice4DTest(std::vector<armnn::BackendId>& backends) |
| 19 | { |
| 20 | std::vector<int32_t> inputShape { 3, 2, 3, 1 }; |
| 21 | std::vector<int32_t> outputShape { 1, 2, 3, 1 }; |
| 22 | std::vector<int32_t> beginShape { 4 }; |
| 23 | std::vector<int32_t> endShape { 4 }; |
| 24 | std::vector<int32_t> strideShape { 4 }; |
| 25 | |
| 26 | std::vector<int32_t> beginData { 1, 0, 0, 0 }; |
| 27 | std::vector<int32_t> endData { 2, 2, 3, 1 }; |
| 28 | std::vector<int32_t> strideData { 1, 1, 1, 1 }; |
| 29 | std::vector<float> inputData { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 30 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 31 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }; |
| 32 | std::vector<float> outputData { 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f }; |
| 33 | |
| 34 | StridedSliceTestImpl<float>( |
| 35 | backends, |
| 36 | inputData, |
| 37 | outputData, |
| 38 | beginData, |
| 39 | endData, |
| 40 | strideData, |
| 41 | inputShape, |
| 42 | beginShape, |
| 43 | endShape, |
| 44 | strideShape, |
| 45 | outputShape |
| 46 | ); |
| 47 | } |
| 48 | |
| 49 | void StridedSlice4DReverseTest(std::vector<armnn::BackendId>& backends) |
| 50 | { |
| 51 | std::vector<int32_t> inputShape { 3, 2, 3, 1 }; |
| 52 | std::vector<int32_t> outputShape { 1, 2, 3, 1 }; |
| 53 | std::vector<int32_t> beginShape { 4 }; |
| 54 | std::vector<int32_t> endShape { 4 }; |
| 55 | std::vector<int32_t> strideShape { 4 }; |
| 56 | |
| 57 | std::vector<int32_t> beginData { 1, -1, 0, 0 }; |
| 58 | std::vector<int32_t> endData { 2, -3, 3, 1 }; |
| 59 | std::vector<int32_t> strideData { 1, -1, 1, 1 }; |
| 60 | std::vector<float> inputData { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 61 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 62 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }; |
| 63 | std::vector<float> outputData { 4.0f, 4.0f, 4.0f, 3.0f, 3.0f, 3.0f }; |
| 64 | |
| 65 | StridedSliceTestImpl<float>( |
| 66 | backends, |
| 67 | inputData, |
| 68 | outputData, |
| 69 | beginData, |
| 70 | endData, |
| 71 | strideData, |
| 72 | inputShape, |
| 73 | beginShape, |
| 74 | endShape, |
| 75 | strideShape, |
| 76 | outputShape |
| 77 | ); |
| 78 | } |
| 79 | |
| 80 | void StridedSliceSimpleStrideTest(std::vector<armnn::BackendId>& backends) |
| 81 | { |
| 82 | std::vector<int32_t> inputShape { 3, 2, 3, 1 }; |
| 83 | std::vector<int32_t> outputShape { 2, 1, 2, 1 }; |
| 84 | std::vector<int32_t> beginShape { 4 }; |
| 85 | std::vector<int32_t> endShape { 4 }; |
| 86 | std::vector<int32_t> strideShape { 4 }; |
| 87 | |
| 88 | std::vector<int32_t> beginData { 0, 0, 0, 0 }; |
| 89 | std::vector<int32_t> endData { 3, 2, 3, 1 }; |
| 90 | std::vector<int32_t> strideData { 2, 2, 2, 1 }; |
| 91 | std::vector<float> inputData { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 92 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 93 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }; |
| 94 | std::vector<float> outputData { 1.0f, 1.0f, |
| 95 | 5.0f, 5.0f }; |
| 96 | |
| 97 | StridedSliceTestImpl<float>( |
| 98 | backends, |
| 99 | inputData, |
| 100 | outputData, |
| 101 | beginData, |
| 102 | endData, |
| 103 | strideData, |
| 104 | inputShape, |
| 105 | beginShape, |
| 106 | endShape, |
| 107 | strideShape, |
| 108 | outputShape |
| 109 | ); |
| 110 | } |
| 111 | |
| 112 | void StridedSliceSimpleRangeMaskTest(std::vector<armnn::BackendId>& backends) |
| 113 | { |
| 114 | std::vector<int32_t> inputShape { 3, 2, 3, 1 }; |
| 115 | std::vector<int32_t> outputShape { 3, 2, 3, 1 }; |
| 116 | std::vector<int32_t> beginShape { 4 }; |
| 117 | std::vector<int32_t> endShape { 4 }; |
| 118 | std::vector<int32_t> strideShape { 4 }; |
| 119 | |
| 120 | std::vector<int32_t> beginData { 1, 1, 1, 1 }; |
| 121 | std::vector<int32_t> endData { 1, 1, 1, 1 }; |
| 122 | std::vector<int32_t> strideData { 1, 1, 1, 1 }; |
| 123 | |
| 124 | int beginMask = -1; |
| 125 | int endMask = -1; |
| 126 | |
| 127 | std::vector<float> inputData { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 128 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 129 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }; |
| 130 | std::vector<float> outputData { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 131 | 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 132 | 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }; |
| 133 | |
| 134 | StridedSliceTestImpl<float>( |
| 135 | backends, |
| 136 | inputData, |
| 137 | outputData, |
| 138 | beginData, |
| 139 | endData, |
| 140 | strideData, |
| 141 | inputShape, |
| 142 | beginShape, |
| 143 | endShape, |
| 144 | strideShape, |
| 145 | outputShape, |
| 146 | beginMask, |
| 147 | endMask |
| 148 | ); |
| 149 | } |
| 150 | |
| 151 | |
| 152 | TEST_SUITE("StridedSlice_CpuRefTests") |
| 153 | { |
| 154 | |
| 155 | TEST_CASE ("StridedSlice_4D_CpuRef_Test") |
| 156 | { |
| 157 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| 158 | StridedSlice4DTest(backends); |
| 159 | } |
| 160 | |
| 161 | TEST_CASE ("StridedSlice_4D_Reverse_CpuRef_Test") |
| 162 | { |
| 163 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| 164 | StridedSlice4DReverseTest(backends); |
| 165 | } |
| 166 | |
| 167 | TEST_CASE ("StridedSlice_SimpleStride_CpuRef_Test") |
| 168 | { |
| 169 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| 170 | StridedSliceSimpleStrideTest(backends); |
| 171 | } |
| 172 | |
| 173 | TEST_CASE ("StridedSlice_SimpleRange_CpuRef_Test") |
| 174 | { |
| 175 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| 176 | StridedSliceSimpleRangeMaskTest(backends); |
| 177 | } |
| 178 | |
| 179 | } // StridedSlice_CpuRefTests TestSuite |
| 180 | |
| 181 | |
| 182 | |
| 183 | TEST_SUITE("StridedSlice_CpuAccTests") |
| 184 | { |
| 185 | |
| 186 | TEST_CASE ("StridedSlice_4D_CpuAcc_Test") |
| 187 | { |
| 188 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; |
| 189 | StridedSlice4DTest(backends); |
| 190 | } |
| 191 | |
| 192 | TEST_CASE ("StridedSlice_4D_Reverse_CpuAcc_Test") |
| 193 | { |
| 194 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; |
| 195 | StridedSlice4DReverseTest(backends); |
| 196 | } |
| 197 | |
| 198 | TEST_CASE ("StridedSlice_SimpleStride_CpuAcc_Test") |
| 199 | { |
| 200 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; |
| 201 | StridedSliceSimpleStrideTest(backends); |
| 202 | } |
| 203 | |
| 204 | TEST_CASE ("StridedSlice_SimpleRange_CpuAcc_Test") |
| 205 | { |
| 206 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; |
| 207 | StridedSliceSimpleRangeMaskTest(backends); |
| 208 | } |
| 209 | |
| 210 | } // StridedSlice_CpuAccTests TestSuite |
| 211 | |
| 212 | |
| 213 | |
| 214 | TEST_SUITE("StridedSlice_GpuAccTests") |
| 215 | { |
| 216 | |
| 217 | TEST_CASE ("StridedSlice_4D_GpuAcc_Test") |
| 218 | { |
| 219 | std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; |
| 220 | StridedSlice4DTest(backends); |
| 221 | } |
| 222 | |
| 223 | TEST_CASE ("StridedSlice_4D_Reverse_GpuAcc_Test") |
| 224 | { |
| 225 | std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; |
| 226 | StridedSlice4DReverseTest(backends); |
| 227 | } |
| 228 | |
| 229 | TEST_CASE ("StridedSlice_SimpleStride_GpuAcc_Test") |
| 230 | { |
| 231 | std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; |
| 232 | StridedSliceSimpleStrideTest(backends); |
| 233 | } |
| 234 | |
| 235 | TEST_CASE ("StridedSlice_SimpleRange_GpuAcc_Test") |
| 236 | { |
| 237 | std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; |
| 238 | StridedSliceSimpleRangeMaskTest(backends); |
| 239 | } |
| 240 | |
| 241 | } // StridedSlice_GpuAccTests TestSuite |
| 242 | |
| 243 | } // namespace armnnDelegate |