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