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 | |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +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 | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 11 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +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 | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 14 | |
| 15 | #include <boost/test/unit_test.hpp> |
| 16 | |
| 17 | BOOST_AUTO_TEST_SUITE(NeonEndToEnd) |
| 18 | |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 19 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuAcc}; |
| 20 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 21 | BOOST_AUTO_TEST_CASE(ConstantUsage_Neon_Float32) |
| 22 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 23 | BOOST_TEST(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 24 | } |
| 25 | |
| 26 | BOOST_AUTO_TEST_CASE(FallbackToCpuRef) |
| 27 | { |
| 28 | using namespace armnn; |
| 29 | |
| 30 | // Create runtime in which test will run and allow fallback to CpuRef. |
| 31 | IRuntime::CreationOptions options; |
| 32 | IRuntimePtr runtime(IRuntime::Create(options)); |
| 33 | |
| 34 | // Builds up the structure of the network. |
| 35 | INetworkPtr net(INetwork::Create()); |
| 36 | |
| 37 | IConnectableLayer* input = net->AddInputLayer(0); |
| 38 | |
| 39 | // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. |
| 40 | NormalizationDescriptor descriptor; |
| 41 | IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); |
| 42 | |
| 43 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 44 | |
| 45 | input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| 46 | pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 47 | |
| 48 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 49 | pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 50 | |
| 51 | // optimize the network |
| 52 | std::vector<BackendId> backends = {Compute::CpuAcc, Compute::CpuRef}; |
| 53 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
| 54 | |
| 55 | // Load it into the runtime. It should pass. |
| 56 | NetworkId netId; |
| 57 | BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
| 58 | } |
| 59 | |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 60 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndTest) |
| 61 | { |
| 62 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 63 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 64 | |
| 65 | ArithmeticSimpleEndToEnd<armnn::DataType::Float32, armnn::DataType::Boolean>(defaultBackends, |
| 66 | LayerType::Greater, |
| 67 | expectedOutput); |
| 68 | } |
| 69 | |
| 70 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndUint8Test) |
| 71 | { |
| 72 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 73 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 74 | |
| 75 | ArithmeticSimpleEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Boolean>(defaultBackends, |
| 76 | LayerType::Greater, |
| 77 | expectedOutput); |
| 78 | } |
| 79 | |
| 80 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndTest) |
| 81 | { |
| 82 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 83 | 1, 1, 1, 1, 1, 1 }); |
| 84 | |
| 85 | ArithmeticBroadcastEndToEnd<armnn::DataType::Float32, armnn::DataType::Boolean>(defaultBackends, |
| 86 | LayerType::Greater, |
| 87 | expectedOutput); |
| 88 | } |
| 89 | |
| 90 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndUint8Test) |
| 91 | { |
| 92 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 93 | 1, 1, 1, 1, 1, 1 }); |
| 94 | |
| 95 | ArithmeticBroadcastEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Boolean>(defaultBackends, |
| 96 | LayerType::Greater, |
| 97 | expectedOutput); |
| 98 | } |
| 99 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 100 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 101 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 102 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 103 | } |
| 104 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 105 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 106 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 107 | ConcatDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 108 | } |
| 109 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 110 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 111 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 112 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 113 | } |
| 114 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 115 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 116 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 117 | ConcatDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 118 | } |
| 119 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 120 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 121 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 122 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 123 | } |
| 124 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 125 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 126 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 127 | ConcatDim3EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 128 | } |
| 129 | |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 130 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest) |
| 131 | { |
| 132 | DequantizeEndToEndSimple<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 133 | } |
| 134 | |
| 135 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest) |
| 136 | { |
| 137 | DequantizeEndToEndOffset<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 138 | } |
| 139 | |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 140 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndFloat32Test) |
| 141 | { |
| 142 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 143 | } |
| 144 | |
| 145 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndTestUint8Test) |
| 146 | { |
| 147 | PreluEndToEndPositiveTest<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 148 | } |
| 149 | |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 150 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNHWCEndToEndTest1) |
| 151 | { |
| 152 | SpaceToDepthNHWCEndToEndTest1(defaultBackends); |
| 153 | } |
| 154 | |
| 155 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNCHWEndToEndTest1) |
| 156 | { |
| 157 | SpaceToDepthNCHWEndToEndTest1(defaultBackends); |
| 158 | } |
| 159 | |
| 160 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNHWCEndToEndTest2) |
| 161 | { |
| 162 | SpaceToDepthNHWCEndToEndTest2(defaultBackends); |
| 163 | } |
| 164 | |
| 165 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNCHWEndToEndTest2) |
| 166 | { |
| 167 | SpaceToDepthNCHWEndToEndTest2(defaultBackends); |
| 168 | } |
| 169 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 170 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 171 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 172 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 173 | } |
| 174 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 175 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 176 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 177 | Splitter1dEndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 178 | } |
| 179 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 180 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 181 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 182 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 183 | } |
| 184 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 185 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 186 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 187 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 188 | } |
| 189 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 190 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 191 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 192 | Splitter2dDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 193 | } |
| 194 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 195 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 196 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 197 | Splitter2dDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 198 | } |
| 199 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 200 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 201 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 202 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 203 | } |
| 204 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 205 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 206 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 207 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 208 | } |
| 209 | |
| 210 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndTest) |
| 211 | { |
| 212 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 213 | } |
| 214 | |
| 215 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndUint8Test) |
| 216 | { |
| 217 | Splitter3dDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 218 | } |
| 219 | |
| 220 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndUint8Test) |
| 221 | { |
| 222 | Splitter3dDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 223 | } |
| 224 | |
| 225 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndUint8Test) |
| 226 | { |
| 227 | Splitter3dDim2EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 228 | } |
| 229 | |
| 230 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndTest) |
| 231 | { |
| 232 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 233 | } |
| 234 | |
| 235 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndTest) |
| 236 | { |
| 237 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 238 | } |
| 239 | |
| 240 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndTest) |
| 241 | { |
| 242 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 243 | } |
| 244 | |
| 245 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndTest) |
| 246 | { |
| 247 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 248 | } |
| 249 | |
| 250 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndUint8Test) |
| 251 | { |
| 252 | Splitter4dDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 253 | } |
| 254 | |
| 255 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndUint8Test) |
| 256 | { |
| 257 | Splitter4dDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 258 | } |
| 259 | |
| 260 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndUint8Test) |
| 261 | { |
| 262 | Splitter4dDim2EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 263 | } |
| 264 | |
| 265 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndUint8Test) |
| 266 | { |
| 267 | Splitter4dDim3EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 268 | } |
| 269 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 270 | BOOST_AUTO_TEST_SUITE_END() |