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 | |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 8 | #include <backendsCommon/test/AbsEndToEndTestImpl.hpp> |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 9 | #include <backendsCommon/test/ArithmeticTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 10 | #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp> |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 11 | #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 12 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 14 | #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 15 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 16 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 18 | |
| 19 | #include <boost/test/unit_test.hpp> |
| 20 | |
| 21 | BOOST_AUTO_TEST_SUITE(NeonEndToEnd) |
| 22 | |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 23 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuAcc}; |
| 24 | |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 25 | // Abs |
| 26 | BOOST_AUTO_TEST_CASE(NeonAbsEndToEndTestFloat32) |
| 27 | { |
| 28 | AbsEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 29 | } |
| 30 | |
| 31 | // Constant |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 32 | BOOST_AUTO_TEST_CASE(ConstantUsage_Neon_Float32) |
| 33 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 34 | BOOST_TEST(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 35 | } |
| 36 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 37 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 38 | |
| 39 | // This test unit needs the reference backend, it's not available if the reference backend is not built |
| 40 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 41 | BOOST_AUTO_TEST_CASE(FallbackToCpuRef) |
| 42 | { |
| 43 | using namespace armnn; |
| 44 | |
| 45 | // Create runtime in which test will run and allow fallback to CpuRef. |
| 46 | IRuntime::CreationOptions options; |
| 47 | IRuntimePtr runtime(IRuntime::Create(options)); |
| 48 | |
| 49 | // Builds up the structure of the network. |
| 50 | INetworkPtr net(INetwork::Create()); |
| 51 | |
| 52 | IConnectableLayer* input = net->AddInputLayer(0); |
| 53 | |
| 54 | // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. |
| 55 | NormalizationDescriptor descriptor; |
| 56 | IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); |
| 57 | |
| 58 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 59 | |
| 60 | input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| 61 | pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 62 | |
| 63 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 64 | pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 65 | |
| 66 | // optimize the network |
| 67 | std::vector<BackendId> backends = {Compute::CpuAcc, Compute::CpuRef}; |
| 68 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
| 69 | |
| 70 | // Load it into the runtime. It should pass. |
| 71 | NetworkId netId; |
| 72 | BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
| 73 | } |
| 74 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 75 | #endif |
| 76 | |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 77 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndTest) |
| 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::Float32, armnn::DataType::Boolean>(defaultBackends, |
| 83 | LayerType::Greater, |
| 84 | expectedOutput); |
| 85 | } |
| 86 | |
| 87 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndUint8Test) |
| 88 | { |
| 89 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 90 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 91 | |
| 92 | ArithmeticSimpleEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Boolean>(defaultBackends, |
| 93 | LayerType::Greater, |
| 94 | expectedOutput); |
| 95 | } |
| 96 | |
| 97 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndTest) |
| 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::Float32, armnn::DataType::Boolean>(defaultBackends, |
| 103 | LayerType::Greater, |
| 104 | expectedOutput); |
| 105 | } |
| 106 | |
| 107 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndUint8Test) |
| 108 | { |
| 109 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 110 | 1, 1, 1, 1, 1, 1 }); |
| 111 | |
| 112 | ArithmeticBroadcastEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Boolean>(defaultBackends, |
| 113 | LayerType::Greater, |
| 114 | expectedOutput); |
| 115 | } |
| 116 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 117 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 118 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 119 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 120 | } |
| 121 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 122 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 123 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 124 | ConcatDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 125 | } |
| 126 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 127 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 128 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 129 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 130 | } |
| 131 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 132 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 133 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 134 | ConcatDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 135 | } |
| 136 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 137 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 138 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 139 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 140 | } |
| 141 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 142 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 143 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 144 | ConcatDim3EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 145 | } |
| 146 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 147 | // DepthToSpace |
| 148 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat32) |
| 149 | { |
| 150 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 151 | } |
| 152 | |
| 153 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat16) |
| 154 | { |
| 155 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 156 | } |
| 157 | |
| 158 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwUint8) |
| 159 | { |
| 160 | DepthToSpaceEndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends, armnn::DataLayout::NCHW); |
| 161 | } |
| 162 | |
| 163 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwInt16) |
| 164 | { |
| 165 | DepthToSpaceEndToEnd<armnn::DataType::QuantisedSymm16>(defaultBackends, armnn::DataLayout::NCHW); |
| 166 | } |
| 167 | |
| 168 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat32) |
| 169 | { |
| 170 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 171 | } |
| 172 | |
| 173 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat16) |
| 174 | { |
| 175 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 176 | } |
| 177 | |
| 178 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcUint8) |
| 179 | { |
| 180 | DepthToSpaceEndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends, armnn::DataLayout::NHWC); |
| 181 | } |
| 182 | |
| 183 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcInt16) |
| 184 | { |
| 185 | DepthToSpaceEndToEnd<armnn::DataType::QuantisedSymm16>(defaultBackends, armnn::DataLayout::NHWC); |
| 186 | } |
| 187 | |
| 188 | // Dequantize |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 189 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest) |
| 190 | { |
| 191 | DequantizeEndToEndSimple<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 192 | } |
| 193 | |
| 194 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest) |
| 195 | { |
| 196 | DequantizeEndToEndOffset<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 197 | } |
| 198 | |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 199 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndFloat32Test) |
| 200 | { |
| 201 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 202 | } |
| 203 | |
| 204 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndTestUint8Test) |
| 205 | { |
| 206 | PreluEndToEndPositiveTest<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 207 | } |
| 208 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 209 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNhwcEndToEndTest1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 210 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 211 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 212 | } |
| 213 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 214 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNchwEndToEndTest1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 215 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 216 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 217 | } |
| 218 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 219 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNhwcEndToEndTest2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 220 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 221 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 222 | } |
| 223 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 224 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNchwEndToEndTest2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 225 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame^] | 226 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 227 | } |
| 228 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 229 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 230 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 231 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 232 | } |
| 233 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 234 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 235 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 236 | Splitter1dEndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 237 | } |
| 238 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 239 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 240 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 241 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 242 | } |
| 243 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 244 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 245 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 246 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 247 | } |
| 248 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 249 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 250 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 251 | Splitter2dDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 252 | } |
| 253 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 254 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 255 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 256 | Splitter2dDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 257 | } |
| 258 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 259 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 260 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 261 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 262 | } |
| 263 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 264 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 265 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 266 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 267 | } |
| 268 | |
| 269 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndTest) |
| 270 | { |
| 271 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 272 | } |
| 273 | |
| 274 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndUint8Test) |
| 275 | { |
| 276 | Splitter3dDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 277 | } |
| 278 | |
| 279 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndUint8Test) |
| 280 | { |
| 281 | Splitter3dDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 282 | } |
| 283 | |
| 284 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndUint8Test) |
| 285 | { |
| 286 | Splitter3dDim2EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 287 | } |
| 288 | |
| 289 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndTest) |
| 290 | { |
| 291 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 292 | } |
| 293 | |
| 294 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndTest) |
| 295 | { |
| 296 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 297 | } |
| 298 | |
| 299 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndTest) |
| 300 | { |
| 301 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 302 | } |
| 303 | |
| 304 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndTest) |
| 305 | { |
| 306 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 307 | } |
| 308 | |
| 309 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndUint8Test) |
| 310 | { |
| 311 | Splitter4dDim0EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 312 | } |
| 313 | |
| 314 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndUint8Test) |
| 315 | { |
| 316 | Splitter4dDim1EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 317 | } |
| 318 | |
| 319 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndUint8Test) |
| 320 | { |
| 321 | Splitter4dDim2EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
| 322 | } |
| 323 | |
| 324 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndUint8Test) |
| 325 | { |
| 326 | Splitter4dDim3EndToEnd<armnn::DataType::QuantisedAsymm8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 327 | } |
| 328 | |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 329 | BOOST_AUTO_TEST_CASE(NeonQuantizedLstmEndToEndTest) |
| 330 | { |
| 331 | QuantizedLstmEndToEnd(defaultBackends); |
| 332 | } |
| 333 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 334 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNchwTest) |
| 335 | { |
| 336 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 337 | defaultBackends, armnn::DataLayout::NCHW); |
| 338 | } |
| 339 | |
| 340 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NchwTest) |
| 341 | { |
| 342 | TransposeConvolution2dEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>( |
| 343 | defaultBackends, armnn::DataLayout::NCHW); |
| 344 | } |
| 345 | |
| 346 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNhwcTest) |
| 347 | { |
| 348 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 349 | defaultBackends, armnn::DataLayout::NHWC); |
| 350 | } |
| 351 | |
| 352 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NhwcTest) |
| 353 | { |
| 354 | TransposeConvolution2dEndToEnd<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>( |
| 355 | defaultBackends, armnn::DataLayout::NHWC); |
| 356 | } |
| 357 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 358 | BOOST_AUTO_TEST_CASE(NeonImportNonAlignedInputPointerTest) |
| 359 | { |
| 360 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 361 | } |
| 362 | |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 363 | BOOST_AUTO_TEST_CASE(NeonExportNonAlignedOutputPointerTest) |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 364 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 365 | ExportNonAlignedOutputPointerTest(defaultBackends); |
| 366 | } |
| 367 | |
| 368 | BOOST_AUTO_TEST_CASE(NeonImportAlignedPointerTest) |
| 369 | { |
| 370 | ImportAlignedPointerTest(defaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 371 | } |
| 372 | |
| 373 | BOOST_AUTO_TEST_CASE(NeonImportOnlyWorkload) |
| 374 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 375 | ImportOnlyWorkload(defaultBackends); |
| 376 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 377 | |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 378 | BOOST_AUTO_TEST_CASE(NeonExportOnlyWorkload) |
| 379 | { |
| 380 | ExportOnlyWorkload(defaultBackends); |
| 381 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 382 | |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 383 | BOOST_AUTO_TEST_CASE(NeonImportAndExportWorkload) |
| 384 | { |
| 385 | ImportAndExportWorkload(defaultBackends); |
| 386 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 387 | |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 388 | BOOST_AUTO_TEST_CASE(NeonExportOutputWithSeveralOutputSlotConnectionsTest) |
| 389 | { |
| 390 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 391 | } |
| 392 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 393 | BOOST_AUTO_TEST_SUITE_END() |