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