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 | |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 8 | #include <backendsCommon/test/ActivationEndToEndTestImpl.hpp> |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 9 | #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 10 | #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 11 | #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp> |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 12 | #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 14 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 15 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 16 | #include <backendsCommon/test/FillEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 18 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 21 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 22 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 23 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 24 | |
| 25 | #include <boost/test/unit_test.hpp> |
| 26 | |
| 27 | BOOST_AUTO_TEST_SUITE(NeonEndToEnd) |
| 28 | |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 29 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuAcc}; |
| 30 | |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 31 | // Abs |
| 32 | BOOST_AUTO_TEST_CASE(NeonAbsEndToEndTestFloat32) |
| 33 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 34 | std::vector<float> expectedOutput = |
| 35 | { |
| 36 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 37 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 38 | }; |
| 39 | |
| 40 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 41 | UnaryOperation::Abs, |
| 42 | expectedOutput); |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 43 | } |
| 44 | |
| 45 | // Constant |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 46 | BOOST_AUTO_TEST_CASE(ConstantUsage_Neon_Float32) |
| 47 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 48 | BOOST_TEST(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 49 | } |
| 50 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 51 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 52 | |
| 53 | // This test unit needs the reference backend, it's not available if the reference backend is not built |
| 54 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 55 | BOOST_AUTO_TEST_CASE(FallbackToCpuRef) |
| 56 | { |
| 57 | using namespace armnn; |
| 58 | |
| 59 | // Create runtime in which test will run and allow fallback to CpuRef. |
| 60 | IRuntime::CreationOptions options; |
| 61 | IRuntimePtr runtime(IRuntime::Create(options)); |
| 62 | |
| 63 | // Builds up the structure of the network. |
| 64 | INetworkPtr net(INetwork::Create()); |
| 65 | |
| 66 | IConnectableLayer* input = net->AddInputLayer(0); |
| 67 | |
| 68 | // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. |
| 69 | NormalizationDescriptor descriptor; |
| 70 | IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); |
| 71 | |
| 72 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 73 | |
| 74 | input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| 75 | pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 76 | |
| 77 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 78 | pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 79 | |
| 80 | // optimize the network |
| 81 | std::vector<BackendId> backends = {Compute::CpuAcc, Compute::CpuRef}; |
| 82 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
| 83 | |
| 84 | // Load it into the runtime. It should pass. |
| 85 | NetworkId netId; |
| 86 | BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
| 87 | } |
| 88 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 89 | #endif |
| 90 | |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 91 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndTest) |
| 92 | { |
| 93 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 94 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 95 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 96 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 97 | ComparisonOperation::Greater, |
| 98 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 99 | } |
| 100 | |
| 101 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndUint8Test) |
| 102 | { |
| 103 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 104 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 105 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 106 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 107 | ComparisonOperation::Greater, |
| 108 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 109 | } |
| 110 | |
| 111 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndTest) |
| 112 | { |
| 113 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 114 | 1, 1, 1, 1, 1, 1 }); |
| 115 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 116 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 117 | ComparisonOperation::Greater, |
| 118 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 119 | } |
| 120 | |
| 121 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndUint8Test) |
| 122 | { |
| 123 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 124 | 1, 1, 1, 1, 1, 1 }); |
| 125 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 126 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 127 | ComparisonOperation::Greater, |
| 128 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 129 | } |
| 130 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 131 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 132 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 133 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 134 | } |
| 135 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 136 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 137 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 138 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 139 | } |
| 140 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 141 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 142 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 143 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 144 | } |
| 145 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 146 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 147 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 148 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 149 | } |
| 150 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 151 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 152 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 153 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 154 | } |
| 155 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 156 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 157 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 158 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 159 | } |
| 160 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 161 | // DepthToSpace |
| 162 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat32) |
| 163 | { |
| 164 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 165 | } |
| 166 | |
| 167 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat16) |
| 168 | { |
| 169 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 170 | } |
| 171 | |
| 172 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwUint8) |
| 173 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 174 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 175 | } |
| 176 | |
| 177 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwInt16) |
| 178 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 179 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 180 | } |
| 181 | |
| 182 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat32) |
| 183 | { |
| 184 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 185 | } |
| 186 | |
| 187 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat16) |
| 188 | { |
| 189 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 190 | } |
| 191 | |
| 192 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcUint8) |
| 193 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 194 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 195 | } |
| 196 | |
| 197 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcInt16) |
| 198 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 199 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 200 | } |
| 201 | |
| 202 | // Dequantize |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 203 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest) |
| 204 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 205 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 206 | } |
| 207 | |
| 208 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest) |
| 209 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 210 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 211 | } |
| 212 | |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 213 | BOOST_AUTO_TEST_CASE(NeonEluEndToEndTestFloat32) |
| 214 | { |
| 215 | EluEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 216 | } |
| 217 | |
| 218 | BOOST_AUTO_TEST_CASE(NeonEluEndToEndTestFloat16) |
| 219 | { |
| 220 | EluEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 221 | } |
| 222 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 223 | // HardSwish |
| 224 | BOOST_AUTO_TEST_CASE(NeonHardSwishEndToEndTestFloat32) |
| 225 | { |
| 226 | HardSwishEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 227 | } |
| 228 | |
| 229 | BOOST_AUTO_TEST_CASE(NeonHardSwishEndToEndTestFloat16) |
| 230 | { |
| 231 | HardSwishEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 232 | } |
| 233 | |
| 234 | BOOST_AUTO_TEST_CASE(NeonHardSwishEndToEndTestQAsymmS8) |
| 235 | { |
| 236 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 237 | } |
| 238 | |
| 239 | BOOST_AUTO_TEST_CASE(NeonHardSwishEndToEndTestQAsymmU8) |
| 240 | { |
| 241 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 242 | } |
| 243 | |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 244 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndFloat32Test) |
| 245 | { |
| 246 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 247 | } |
| 248 | |
| 249 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndTestUint8Test) |
| 250 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 251 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 252 | } |
| 253 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 254 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNhwcEndToEndTest1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 255 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 256 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 257 | } |
| 258 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 259 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNchwEndToEndTest1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 260 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 261 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 262 | } |
| 263 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 264 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNhwcEndToEndTest2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 265 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 266 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 267 | } |
| 268 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 269 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNchwEndToEndTest2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 270 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 271 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 272 | } |
| 273 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 274 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 275 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 276 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 277 | } |
| 278 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 279 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 280 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 281 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 282 | } |
| 283 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 284 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 285 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 286 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 287 | } |
| 288 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 289 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 290 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 291 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 292 | } |
| 293 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 294 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 295 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 296 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 297 | } |
| 298 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 299 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 300 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 301 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 302 | } |
| 303 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 304 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 305 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 306 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 307 | } |
| 308 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 309 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 310 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 311 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 312 | } |
| 313 | |
| 314 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndTest) |
| 315 | { |
| 316 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 317 | } |
| 318 | |
| 319 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndUint8Test) |
| 320 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 321 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 322 | } |
| 323 | |
| 324 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndUint8Test) |
| 325 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 326 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 327 | } |
| 328 | |
| 329 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndUint8Test) |
| 330 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 331 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 332 | } |
| 333 | |
| 334 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndTest) |
| 335 | { |
| 336 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 337 | } |
| 338 | |
| 339 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndTest) |
| 340 | { |
| 341 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 342 | } |
| 343 | |
| 344 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndTest) |
| 345 | { |
| 346 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 347 | } |
| 348 | |
| 349 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndTest) |
| 350 | { |
| 351 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 352 | } |
| 353 | |
| 354 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndUint8Test) |
| 355 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 356 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 357 | } |
| 358 | |
| 359 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndUint8Test) |
| 360 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 361 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 362 | } |
| 363 | |
| 364 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndUint8Test) |
| 365 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 366 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 367 | } |
| 368 | |
| 369 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndUint8Test) |
| 370 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 371 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 372 | } |
| 373 | |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 374 | BOOST_AUTO_TEST_CASE(NeonQuantizedLstmEndToEndTest) |
| 375 | { |
| 376 | QuantizedLstmEndToEnd(defaultBackends); |
| 377 | } |
| 378 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 379 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNchwTest) |
| 380 | { |
| 381 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 382 | defaultBackends, armnn::DataLayout::NCHW); |
| 383 | } |
| 384 | |
| 385 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NchwTest) |
| 386 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 387 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 388 | defaultBackends, armnn::DataLayout::NCHW); |
| 389 | } |
| 390 | |
| 391 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNhwcTest) |
| 392 | { |
| 393 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 394 | defaultBackends, armnn::DataLayout::NHWC); |
| 395 | } |
| 396 | |
| 397 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NhwcTest) |
| 398 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 399 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 400 | defaultBackends, armnn::DataLayout::NHWC); |
| 401 | } |
| 402 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 403 | BOOST_AUTO_TEST_CASE(NeonImportNonAlignedInputPointerTest) |
| 404 | { |
| 405 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 406 | } |
| 407 | |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 408 | BOOST_AUTO_TEST_CASE(NeonExportNonAlignedOutputPointerTest) |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 409 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 410 | ExportNonAlignedOutputPointerTest(defaultBackends); |
| 411 | } |
| 412 | |
Narumol Prangnawarat | b8d771a | 2020-08-14 11:51:12 +0100 | [diff] [blame] | 413 | BOOST_AUTO_TEST_CASE(NeonImportAlignedPointerTest) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 414 | { |
| 415 | ImportAlignedPointerTest(defaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 416 | } |
| 417 | |
Narumol Prangnawarat | b8d771a | 2020-08-14 11:51:12 +0100 | [diff] [blame] | 418 | BOOST_AUTO_TEST_CASE(NeonImportOnlyWorkload) |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 419 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 420 | ImportOnlyWorkload(defaultBackends); |
| 421 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 422 | |
Narumol Prangnawarat | b8d771a | 2020-08-14 11:51:12 +0100 | [diff] [blame] | 423 | BOOST_AUTO_TEST_CASE(NeonExportOnlyWorkload) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 424 | { |
| 425 | ExportOnlyWorkload(defaultBackends); |
| 426 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 427 | |
Narumol Prangnawarat | b8d771a | 2020-08-14 11:51:12 +0100 | [diff] [blame] | 428 | BOOST_AUTO_TEST_CASE(NeonImportAndExportWorkload) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 429 | { |
| 430 | ImportAndExportWorkload(defaultBackends); |
| 431 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 432 | |
Narumol Prangnawarat | b8d771a | 2020-08-14 11:51:12 +0100 | [diff] [blame] | 433 | BOOST_AUTO_TEST_CASE(NeonExportOutputWithSeveralOutputSlotConnectionsTest) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 434 | { |
| 435 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 436 | } |
| 437 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 438 | // InstanceNormalization |
| 439 | BOOST_AUTO_TEST_CASE(NeonInstanceNormalizationNchwEndToEndTest1) |
| 440 | { |
| 441 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 442 | } |
| 443 | |
| 444 | BOOST_AUTO_TEST_CASE(NeonInstanceNormalizationNchwEndToEndTest2) |
| 445 | { |
| 446 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 447 | } |
| 448 | |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 449 | // Fill |
| 450 | BOOST_AUTO_TEST_CASE(NeonFillEndToEndTest) |
| 451 | { |
| 452 | FillEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 453 | } |
| 454 | |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 455 | BOOST_AUTO_TEST_CASE(RefFillEndToEndTestFloat16) |
| 456 | { |
| 457 | FillEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 458 | } |
| 459 | |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 460 | BOOST_AUTO_TEST_CASE(NeonFillEndToEndTestInt32) |
| 461 | { |
| 462 | FillEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 463 | } |
| 464 | |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 465 | // ArgMinMax |
| 466 | BOOST_AUTO_TEST_CASE(NeonArgMaxSimpleTest) |
| 467 | { |
| 468 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 469 | } |
| 470 | |
| 471 | BOOST_AUTO_TEST_CASE(NeonArgMinSimpleTest) |
| 472 | { |
| 473 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 474 | } |
| 475 | |
| 476 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis0Test) |
| 477 | { |
| 478 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 479 | } |
| 480 | |
| 481 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis0Test) |
| 482 | { |
| 483 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 484 | } |
| 485 | |
| 486 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis1Test) |
| 487 | { |
| 488 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 489 | } |
| 490 | |
| 491 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis1Test) |
| 492 | { |
| 493 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 494 | } |
| 495 | |
| 496 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis2Test) |
| 497 | { |
| 498 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 499 | } |
| 500 | |
| 501 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis2Test) |
| 502 | { |
| 503 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 504 | } |
| 505 | |
| 506 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis3Test) |
| 507 | { |
| 508 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 509 | } |
| 510 | |
| 511 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis3Test) |
| 512 | { |
| 513 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 514 | } |
| 515 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 516 | BOOST_AUTO_TEST_CASE(NeonArgMaxSimpleTestQuantisedAsymm8) |
| 517 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 518 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 519 | } |
| 520 | |
| 521 | BOOST_AUTO_TEST_CASE(NeonArgMinSimpleTestQuantisedAsymm8) |
| 522 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 523 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 524 | } |
| 525 | |
| 526 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis0TestQuantisedAsymm8) |
| 527 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 528 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 529 | } |
| 530 | |
| 531 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis0TestQuantisedAsymm8) |
| 532 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 533 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 534 | } |
| 535 | |
| 536 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis1TestQuantisedAsymm8) |
| 537 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 538 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 539 | } |
| 540 | |
| 541 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis1TestQuantisedAsymm8) |
| 542 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 543 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 544 | } |
| 545 | |
| 546 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis2TestQuantisedAsymm8) |
| 547 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 548 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 549 | } |
| 550 | |
| 551 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis2TestQuantisedAsymm8) |
| 552 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 553 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 554 | } |
| 555 | |
| 556 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis3TestQuantisedAsymm8) |
| 557 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 558 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 559 | } |
| 560 | |
| 561 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis3TestQuantisedAsymm8) |
| 562 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 563 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 564 | } |
| 565 | |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 566 | BOOST_AUTO_TEST_CASE(NeonStridedSliceInvalidSliceEndToEndTest) |
| 567 | { |
| 568 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 569 | } |
| 570 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 571 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessRegularNmsTest, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 572 | { |
| 573 | std::vector<float> boxEncodings({ |
| 574 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 575 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 576 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 577 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 578 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 579 | 0.0f, 0.0f, 0.0f, 0.0f |
| 580 | }); |
| 581 | std::vector<float> scores({ |
| 582 | 0.0f, 0.9f, 0.8f, |
| 583 | 0.0f, 0.75f, 0.72f, |
| 584 | 0.0f, 0.6f, 0.5f, |
| 585 | 0.0f, 0.93f, 0.95f, |
| 586 | 0.0f, 0.5f, 0.4f, |
| 587 | 0.0f, 0.3f, 0.2f |
| 588 | }); |
| 589 | std::vector<float> anchors({ |
| 590 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 591 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 592 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 593 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 594 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 595 | 0.5f, 100.5f, 1.0f, 1.0f |
| 596 | }); |
| 597 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 598 | } |
| 599 | |
| 600 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 601 | { |
| 602 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 603 | { |
| 604 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 605 | } |
| 606 | } |
| 607 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 608 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessRegularNmsUint8Test, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 609 | { |
| 610 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 611 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 612 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 613 | |
| 614 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 615 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 616 | scoresInfo.SetQuantizationScale(0.01f); |
| 617 | scoresInfo.SetQuantizationOffset(0); |
| 618 | anchorsInfo.SetQuantizationScale(0.5f); |
| 619 | anchorsInfo.SetQuantizationOffset(0); |
| 620 | |
| 621 | std::vector<float> boxEncodings({ |
| 622 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 623 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 624 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 625 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 626 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 627 | 0.0f, 0.0f, 0.0f, 0.0f |
| 628 | }); |
| 629 | std::vector<float> scores({ |
| 630 | 0.0f, 0.9f, 0.8f, |
| 631 | 0.0f, 0.75f, 0.72f, |
| 632 | 0.0f, 0.6f, 0.5f, |
| 633 | 0.0f, 0.93f, 0.95f, |
| 634 | 0.0f, 0.5f, 0.4f, |
| 635 | 0.0f, 0.3f, 0.2f |
| 636 | }); |
| 637 | std::vector<float> anchors({ |
| 638 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 639 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 640 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 641 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 642 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 643 | 0.5f, 100.5f, 1.0f, 1.0f |
| 644 | }); |
| 645 | |
| 646 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 647 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 648 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 649 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 650 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 651 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 652 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 653 | qScores, qAnchors, |
| 654 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 655 | } |
| 656 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 657 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessFastNmsTest, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 658 | { |
| 659 | std::vector<float> boxEncodings({ |
| 660 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 661 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 662 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 663 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 664 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 665 | 0.0f, 0.0f, 0.0f, 0.0f |
| 666 | }); |
| 667 | std::vector<float> scores({ |
| 668 | 0.0f, 0.9f, 0.8f, |
| 669 | 0.0f, 0.75f, 0.72f, |
| 670 | 0.0f, 0.6f, 0.5f, |
| 671 | 0.0f, 0.93f, 0.95f, |
| 672 | 0.0f, 0.5f, 0.4f, |
| 673 | 0.0f, 0.3f, 0.2f |
| 674 | }); |
| 675 | std::vector<float> anchors({ |
| 676 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 677 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 678 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 679 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 680 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 681 | 0.5f, 100.5f, 1.0f, 1.0f |
| 682 | }); |
| 683 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 684 | } |
| 685 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 686 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessFastNmsUint8Test, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 687 | { |
| 688 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 689 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 690 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 691 | |
| 692 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 693 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 694 | scoresInfo.SetQuantizationScale(0.01f); |
| 695 | scoresInfo.SetQuantizationOffset(0); |
| 696 | anchorsInfo.SetQuantizationScale(0.5f); |
| 697 | anchorsInfo.SetQuantizationOffset(0); |
| 698 | |
| 699 | std::vector<float> boxEncodings({ |
| 700 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 701 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 702 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 703 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 704 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 705 | 0.0f, 0.0f, 0.0f, 0.0f |
| 706 | }); |
| 707 | std::vector<float> scores({ |
| 708 | 0.0f, 0.9f, 0.8f, |
| 709 | 0.0f, 0.75f, 0.72f, |
| 710 | 0.0f, 0.6f, 0.5f, |
| 711 | 0.0f, 0.93f, 0.95f, |
| 712 | 0.0f, 0.5f, 0.4f, |
| 713 | 0.0f, 0.3f, 0.2f |
| 714 | }); |
| 715 | std::vector<float> anchors({ |
| 716 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 717 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 718 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 719 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 720 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 721 | 0.5f, 100.5f, 1.0f, 1.0f |
| 722 | }); |
| 723 | |
| 724 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 725 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 726 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 727 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 728 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 729 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 730 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 731 | qScores, qAnchors, |
| 732 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 733 | } |
| 734 | |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 735 | BOOST_AUTO_TEST_CASE(NeonQLstmEndToEndTest) |
| 736 | { |
| 737 | QLstmEndToEnd(defaultBackends); |
| 738 | } |
| 739 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 740 | BOOST_AUTO_TEST_SUITE_END() |