Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 6 | #include <backendsCommon/test/EndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 7 | |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 8 | #include <backendsCommon/test/ArithmeticTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 9 | #include <backendsCommon/test/ConcatTestImpl.hpp> |
| 10 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Nikhil Raj | 2ec73ac | 2019-07-22 10:13:22 +0100 | [diff] [blame] | 11 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 12 | #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
James Conroy | 6059784 | 2019-07-02 10:57:56 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 14 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 15 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 16 | |
| 17 | #include <boost/test/unit_test.hpp> |
| 18 | |
| 19 | BOOST_AUTO_TEST_SUITE(ClEndToEnd) |
| 20 | |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 21 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::GpuAcc}; |
| 22 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 23 | BOOST_AUTO_TEST_CASE(ConstantUsage_Cl_Float32) |
| 24 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 25 | ConstantUsageFloat32Test(defaultBackends); |
| 26 | } |
| 27 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 28 | BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim0Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 29 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 30 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 31 | } |
| 32 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 33 | BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim0Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 34 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 35 | ConcatDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 36 | } |
| 37 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 38 | BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim1Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 39 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 40 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 41 | } |
| 42 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 43 | BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim1Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 44 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 45 | ConcatDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 46 | } |
| 47 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 48 | BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim3Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 49 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 50 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 51 | } |
| 52 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 53 | BOOST_AUTO_TEST_CASE(ClConcatEndToEndDim3Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 54 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 55 | ConcatDim3EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 56 | } |
| 57 | |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 58 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest) |
| 59 | { |
| 60 | DequantizeEndToEndSimple<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 61 | } |
| 62 | |
| 63 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest) |
| 64 | { |
| 65 | DequantizeEndToEndOffset<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 66 | } |
| 67 | |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 68 | BOOST_AUTO_TEST_CASE(ClGreaterSimpleEndToEndTest) |
| 69 | { |
| 70 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 71 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 72 | |
| 73 | ArithmeticSimpleEndToEnd<armnn::DataType::Float32, armnn::DataType::Boolean>(defaultBackends, |
| 74 | LayerType::Greater, |
| 75 | expectedOutput); |
| 76 | } |
| 77 | |
| 78 | BOOST_AUTO_TEST_CASE(ClGreaterSimpleEndToEndUint8Test) |
| 79 | { |
| 80 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 81 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 82 | |
| 83 | ArithmeticSimpleEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Boolean>(defaultBackends, |
| 84 | LayerType::Greater, |
| 85 | expectedOutput); |
| 86 | } |
| 87 | |
| 88 | BOOST_AUTO_TEST_CASE(ClGreaterBroadcastEndToEndTest) |
| 89 | { |
| 90 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 91 | 1, 1, 1, 1, 1, 1 }); |
| 92 | |
| 93 | ArithmeticBroadcastEndToEnd<armnn::DataType::Float32, armnn::DataType::Boolean>(defaultBackends, |
| 94 | LayerType::Greater, |
| 95 | expectedOutput); |
| 96 | } |
| 97 | |
| 98 | BOOST_AUTO_TEST_CASE(ClGreaterBroadcastEndToEndUint8Test) |
| 99 | { |
| 100 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 101 | 1, 1, 1, 1, 1, 1 }); |
| 102 | |
| 103 | ArithmeticBroadcastEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Boolean>(defaultBackends, |
| 104 | LayerType::Greater, |
| 105 | expectedOutput); |
| 106 | } |
| 107 | |
Nikhil Raj | 2ec73ac | 2019-07-22 10:13:22 +0100 | [diff] [blame] | 108 | BOOST_AUTO_TEST_CASE(ClPreluEndToEndFloat32Test) |
| 109 | { |
| 110 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 111 | } |
| 112 | |
| 113 | BOOST_AUTO_TEST_CASE(ClPreluEndToEndTestUint8) |
| 114 | { |
| 115 | PreluEndToEndPositiveTest<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 116 | } |
| 117 | |
James Conroy | 6059784 | 2019-07-02 10:57:56 +0100 | [diff] [blame] | 118 | BOOST_AUTO_TEST_CASE(ClSpaceToDepthNHWCEndToEndTest1) |
| 119 | { |
| 120 | SpaceToDepthNHWCEndToEndTest1(defaultBackends); |
| 121 | } |
| 122 | |
| 123 | BOOST_AUTO_TEST_CASE(ClSpaceToDepthNCHWEndToEndTest1) |
| 124 | { |
| 125 | SpaceToDepthNCHWEndToEndTest1(defaultBackends); |
| 126 | } |
| 127 | |
| 128 | BOOST_AUTO_TEST_CASE(ClSpaceToDepthNHWCEndToEndTest2) |
| 129 | { |
| 130 | SpaceToDepthNHWCEndToEndTest2(defaultBackends); |
| 131 | } |
| 132 | |
| 133 | BOOST_AUTO_TEST_CASE(ClSpaceToDepthNCHWEndToEndTest2) |
| 134 | { |
| 135 | SpaceToDepthNCHWEndToEndTest2(defaultBackends); |
| 136 | } |
| 137 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 138 | BOOST_AUTO_TEST_CASE(ClSplitter1dEndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 139 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 140 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 141 | } |
| 142 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 143 | BOOST_AUTO_TEST_CASE(ClSplitter1dEndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 144 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 145 | Splitter1dEndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 146 | } |
| 147 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 148 | BOOST_AUTO_TEST_CASE(ClSplitter2dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 149 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 150 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 151 | } |
| 152 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 153 | BOOST_AUTO_TEST_CASE(ClSplitter2dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 154 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 155 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 156 | } |
| 157 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 158 | BOOST_AUTO_TEST_CASE(ClSplitter2dDim0EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 159 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 160 | Splitter2dDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 161 | } |
| 162 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 163 | BOOST_AUTO_TEST_CASE(ClSplitter2dDim1EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 164 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 165 | Splitter2dDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 166 | } |
| 167 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 168 | BOOST_AUTO_TEST_CASE(ClSplitter3dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 169 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 170 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 171 | } |
| 172 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 173 | BOOST_AUTO_TEST_CASE(ClSplitter3dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 174 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 175 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 176 | } |
| 177 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 178 | BOOST_AUTO_TEST_CASE(ClSplitter3dDim2EndToEndTest) |
| 179 | { |
| 180 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 181 | } |
| 182 | |
| 183 | BOOST_AUTO_TEST_CASE(ClSplitter3dDim0EndToEndUint8Test) |
| 184 | { |
| 185 | Splitter3dDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 186 | } |
| 187 | |
| 188 | BOOST_AUTO_TEST_CASE(ClSplitter3dDim1EndToEndUint8Test) |
| 189 | { |
| 190 | Splitter3dDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 191 | } |
| 192 | |
| 193 | BOOST_AUTO_TEST_CASE(ClSplitter3dDim2EndToEndUint8Test) |
| 194 | { |
| 195 | Splitter3dDim2EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 196 | } |
| 197 | |
| 198 | BOOST_AUTO_TEST_CASE(ClSplitter4dDim0EndToEndTest) |
| 199 | { |
| 200 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 201 | } |
| 202 | |
| 203 | BOOST_AUTO_TEST_CASE(ClSplitter4dDim1EndToEndTest) |
| 204 | { |
| 205 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 206 | } |
| 207 | |
| 208 | BOOST_AUTO_TEST_CASE(ClSplitter4dDim2EndToEndTest) |
| 209 | { |
| 210 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 211 | } |
| 212 | |
| 213 | BOOST_AUTO_TEST_CASE(ClSplitter4dDim3EndToEndTest) |
| 214 | { |
| 215 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 216 | } |
| 217 | |
| 218 | BOOST_AUTO_TEST_CASE(ClSplitter4dDim0EndToEndUint8Test) |
| 219 | { |
| 220 | Splitter4dDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 221 | } |
| 222 | |
| 223 | BOOST_AUTO_TEST_CASE(ClSplitter4dDim1EndToEndUint8Test) |
| 224 | { |
| 225 | Splitter4dDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 226 | } |
| 227 | |
| 228 | BOOST_AUTO_TEST_CASE(ClSplitter4dDim2EndToEndUint8Test) |
| 229 | { |
| 230 | Splitter4dDim2EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 231 | } |
| 232 | |
| 233 | BOOST_AUTO_TEST_CASE(ClSplitter4dDim3EndToEndUint8Test) |
| 234 | { |
| 235 | Splitter4dDim3EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 236 | } |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 237 | |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 238 | // TransposeConvolution2d |
| 239 | BOOST_AUTO_TEST_CASE(ClTransposeConvolution2dEndToEndFloatNchwTest) |
| 240 | { |
| 241 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 242 | defaultBackends, armnn::DataLayout::NCHW); |
| 243 | } |
| 244 | |
| 245 | BOOST_AUTO_TEST_CASE(ClTransposeConvolution2dEndToEndUint8NchwTest) |
| 246 | { |
| 247 | TransposeConvolution2dEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>( |
| 248 | defaultBackends, armnn::DataLayout::NCHW); |
| 249 | } |
| 250 | |
| 251 | BOOST_AUTO_TEST_CASE(ClTransposeConvolution2dEndToEndFloatNhwcTest) |
| 252 | { |
| 253 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 254 | defaultBackends, armnn::DataLayout::NHWC); |
| 255 | } |
| 256 | |
| 257 | BOOST_AUTO_TEST_CASE(ClTransposeConvolution2dEndToEndUint8NhwcTest) |
| 258 | { |
| 259 | TransposeConvolution2dEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>( |
| 260 | defaultBackends, armnn::DataLayout::NHWC); |
| 261 | } |
| 262 | |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 263 | BOOST_AUTO_TEST_CASE(ClQuantizedLstmEndToEndTest) |
| 264 | { |
| 265 | QuantizedLstmEndToEnd(defaultBackends); |
| 266 | } |
| 267 | |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 268 | BOOST_AUTO_TEST_SUITE_END() |