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