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> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 16 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 18 | #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 21 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 22 | |
| 23 | #include <boost/test/unit_test.hpp> |
| 24 | |
| 25 | BOOST_AUTO_TEST_SUITE(NeonEndToEnd) |
| 26 | |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 27 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuAcc}; |
| 28 | |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 29 | // Abs |
| 30 | BOOST_AUTO_TEST_CASE(NeonAbsEndToEndTestFloat32) |
| 31 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 32 | std::vector<float> expectedOutput = |
| 33 | { |
| 34 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 35 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 36 | }; |
| 37 | |
| 38 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 39 | UnaryOperation::Abs, |
| 40 | expectedOutput); |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 41 | } |
| 42 | |
| 43 | // Constant |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 44 | BOOST_AUTO_TEST_CASE(ConstantUsage_Neon_Float32) |
| 45 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 46 | BOOST_TEST(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 47 | } |
| 48 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 49 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 50 | |
| 51 | // This test unit needs the reference backend, it's not available if the reference backend is not built |
| 52 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 53 | BOOST_AUTO_TEST_CASE(FallbackToCpuRef) |
| 54 | { |
| 55 | using namespace armnn; |
| 56 | |
| 57 | // Create runtime in which test will run and allow fallback to CpuRef. |
| 58 | IRuntime::CreationOptions options; |
| 59 | IRuntimePtr runtime(IRuntime::Create(options)); |
| 60 | |
| 61 | // Builds up the structure of the network. |
| 62 | INetworkPtr net(INetwork::Create()); |
| 63 | |
| 64 | IConnectableLayer* input = net->AddInputLayer(0); |
| 65 | |
| 66 | // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. |
| 67 | NormalizationDescriptor descriptor; |
| 68 | IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); |
| 69 | |
| 70 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 71 | |
| 72 | input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| 73 | pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 74 | |
| 75 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 76 | pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 77 | |
| 78 | // optimize the network |
| 79 | std::vector<BackendId> backends = {Compute::CpuAcc, Compute::CpuRef}; |
| 80 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
| 81 | |
| 82 | // Load it into the runtime. It should pass. |
| 83 | NetworkId netId; |
| 84 | BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
| 85 | } |
| 86 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 87 | #endif |
| 88 | |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 89 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndTest) |
| 90 | { |
| 91 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 92 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 93 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 94 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 95 | ComparisonOperation::Greater, |
| 96 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 97 | } |
| 98 | |
| 99 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndUint8Test) |
| 100 | { |
| 101 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 102 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 103 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 104 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 105 | ComparisonOperation::Greater, |
| 106 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 107 | } |
| 108 | |
| 109 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndTest) |
| 110 | { |
| 111 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 112 | 1, 1, 1, 1, 1, 1 }); |
| 113 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 114 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 115 | ComparisonOperation::Greater, |
| 116 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 117 | } |
| 118 | |
| 119 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndUint8Test) |
| 120 | { |
| 121 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 122 | 1, 1, 1, 1, 1, 1 }); |
| 123 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 124 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 125 | ComparisonOperation::Greater, |
| 126 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 127 | } |
| 128 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 129 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 130 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 131 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 132 | } |
| 133 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 134 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 135 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 136 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 137 | } |
| 138 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 139 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 140 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 141 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 142 | } |
| 143 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 144 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 145 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 146 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 147 | } |
| 148 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 149 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 150 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 151 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 152 | } |
| 153 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 154 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 155 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 156 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 157 | } |
| 158 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 159 | // DepthToSpace |
| 160 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat32) |
| 161 | { |
| 162 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 163 | } |
| 164 | |
| 165 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat16) |
| 166 | { |
| 167 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 168 | } |
| 169 | |
| 170 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwUint8) |
| 171 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 172 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 173 | } |
| 174 | |
| 175 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwInt16) |
| 176 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 177 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 178 | } |
| 179 | |
| 180 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat32) |
| 181 | { |
| 182 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 183 | } |
| 184 | |
| 185 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat16) |
| 186 | { |
| 187 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 188 | } |
| 189 | |
| 190 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcUint8) |
| 191 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 192 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 193 | } |
| 194 | |
| 195 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcInt16) |
| 196 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 197 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 198 | } |
| 199 | |
| 200 | // Dequantize |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 201 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest) |
| 202 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 203 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 204 | } |
| 205 | |
| 206 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest) |
| 207 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 208 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 209 | } |
| 210 | |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame^] | 211 | BOOST_AUTO_TEST_CASE(NeonEluEndToEndTestFloat32) |
| 212 | { |
| 213 | EluEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 214 | } |
| 215 | |
| 216 | BOOST_AUTO_TEST_CASE(NeonEluEndToEndTestFloat16) |
| 217 | { |
| 218 | EluEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 219 | } |
| 220 | |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 221 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndFloat32Test) |
| 222 | { |
| 223 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 224 | } |
| 225 | |
| 226 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndTestUint8Test) |
| 227 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 228 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 229 | } |
| 230 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 231 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNhwcEndToEndTest1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 232 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 233 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 234 | } |
| 235 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 236 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNchwEndToEndTest1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 237 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 238 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 239 | } |
| 240 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 241 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNhwcEndToEndTest2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 242 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 243 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 244 | } |
| 245 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 246 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNchwEndToEndTest2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 247 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 248 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 249 | } |
| 250 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 251 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 252 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 253 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 254 | } |
| 255 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 256 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 257 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 258 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 259 | } |
| 260 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 261 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 262 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 263 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 264 | } |
| 265 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 266 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 267 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 268 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 269 | } |
| 270 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 271 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 272 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 273 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 274 | } |
| 275 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 276 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 277 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 278 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 279 | } |
| 280 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 281 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 282 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 283 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 284 | } |
| 285 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 286 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 287 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 288 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 289 | } |
| 290 | |
| 291 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndTest) |
| 292 | { |
| 293 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 294 | } |
| 295 | |
| 296 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndUint8Test) |
| 297 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 298 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 299 | } |
| 300 | |
| 301 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndUint8Test) |
| 302 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 303 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 304 | } |
| 305 | |
| 306 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndUint8Test) |
| 307 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 308 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 309 | } |
| 310 | |
| 311 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndTest) |
| 312 | { |
| 313 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 314 | } |
| 315 | |
| 316 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndTest) |
| 317 | { |
| 318 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 319 | } |
| 320 | |
| 321 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndTest) |
| 322 | { |
| 323 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 324 | } |
| 325 | |
| 326 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndTest) |
| 327 | { |
| 328 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 329 | } |
| 330 | |
| 331 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndUint8Test) |
| 332 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 333 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 334 | } |
| 335 | |
| 336 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndUint8Test) |
| 337 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 338 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 339 | } |
| 340 | |
| 341 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndUint8Test) |
| 342 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 343 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 344 | } |
| 345 | |
| 346 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndUint8Test) |
| 347 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 348 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 349 | } |
| 350 | |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 351 | BOOST_AUTO_TEST_CASE(NeonQuantizedLstmEndToEndTest) |
| 352 | { |
| 353 | QuantizedLstmEndToEnd(defaultBackends); |
| 354 | } |
| 355 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 356 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNchwTest) |
| 357 | { |
| 358 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 359 | defaultBackends, armnn::DataLayout::NCHW); |
| 360 | } |
| 361 | |
| 362 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NchwTest) |
| 363 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 364 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 365 | defaultBackends, armnn::DataLayout::NCHW); |
| 366 | } |
| 367 | |
| 368 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNhwcTest) |
| 369 | { |
| 370 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 371 | defaultBackends, armnn::DataLayout::NHWC); |
| 372 | } |
| 373 | |
| 374 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NhwcTest) |
| 375 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 376 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 377 | defaultBackends, armnn::DataLayout::NHWC); |
| 378 | } |
| 379 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 380 | BOOST_AUTO_TEST_CASE(NeonImportNonAlignedInputPointerTest) |
| 381 | { |
| 382 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 383 | } |
| 384 | |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 385 | BOOST_AUTO_TEST_CASE(NeonExportNonAlignedOutputPointerTest) |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 386 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 387 | ExportNonAlignedOutputPointerTest(defaultBackends); |
| 388 | } |
| 389 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 390 | BOOST_AUTO_TEST_CASE(NeonImportAlignedPointerTest, * boost::unit_test::disabled()) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 391 | { |
| 392 | ImportAlignedPointerTest(defaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 393 | } |
| 394 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 395 | BOOST_AUTO_TEST_CASE(NeonImportOnlyWorkload, * boost::unit_test::disabled()) |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 396 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 397 | ImportOnlyWorkload(defaultBackends); |
| 398 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 399 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 400 | BOOST_AUTO_TEST_CASE(NeonExportOnlyWorkload, * boost::unit_test::disabled()) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 401 | { |
| 402 | ExportOnlyWorkload(defaultBackends); |
| 403 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 404 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 405 | BOOST_AUTO_TEST_CASE(NeonImportAndExportWorkload, * boost::unit_test::disabled()) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 406 | { |
| 407 | ImportAndExportWorkload(defaultBackends); |
| 408 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 409 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 410 | BOOST_AUTO_TEST_CASE(NeonExportOutputWithSeveralOutputSlotConnectionsTest, * boost::unit_test::disabled()) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 411 | { |
| 412 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 413 | } |
| 414 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 415 | // InstanceNormalization |
| 416 | BOOST_AUTO_TEST_CASE(NeonInstanceNormalizationNchwEndToEndTest1) |
| 417 | { |
| 418 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 419 | } |
| 420 | |
| 421 | BOOST_AUTO_TEST_CASE(NeonInstanceNormalizationNchwEndToEndTest2) |
| 422 | { |
| 423 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 424 | } |
| 425 | |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 426 | // ArgMinMax |
| 427 | BOOST_AUTO_TEST_CASE(NeonArgMaxSimpleTest) |
| 428 | { |
| 429 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 430 | } |
| 431 | |
| 432 | BOOST_AUTO_TEST_CASE(NeonArgMinSimpleTest) |
| 433 | { |
| 434 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 435 | } |
| 436 | |
| 437 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis0Test) |
| 438 | { |
| 439 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 440 | } |
| 441 | |
| 442 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis0Test) |
| 443 | { |
| 444 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 445 | } |
| 446 | |
| 447 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis1Test) |
| 448 | { |
| 449 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 450 | } |
| 451 | |
| 452 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis1Test) |
| 453 | { |
| 454 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 455 | } |
| 456 | |
| 457 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis2Test) |
| 458 | { |
| 459 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 460 | } |
| 461 | |
| 462 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis2Test) |
| 463 | { |
| 464 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 465 | } |
| 466 | |
| 467 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis3Test) |
| 468 | { |
| 469 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 470 | } |
| 471 | |
| 472 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis3Test) |
| 473 | { |
| 474 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 475 | } |
| 476 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 477 | BOOST_AUTO_TEST_CASE(NeonArgMaxSimpleTestQuantisedAsymm8) |
| 478 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 479 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 480 | } |
| 481 | |
| 482 | BOOST_AUTO_TEST_CASE(NeonArgMinSimpleTestQuantisedAsymm8) |
| 483 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 484 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 485 | } |
| 486 | |
| 487 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis0TestQuantisedAsymm8) |
| 488 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 489 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 490 | } |
| 491 | |
| 492 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis0TestQuantisedAsymm8) |
| 493 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 494 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 495 | } |
| 496 | |
| 497 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis1TestQuantisedAsymm8) |
| 498 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 499 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 500 | } |
| 501 | |
| 502 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis1TestQuantisedAsymm8) |
| 503 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 504 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 505 | } |
| 506 | |
| 507 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis2TestQuantisedAsymm8) |
| 508 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 509 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 510 | } |
| 511 | |
| 512 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis2TestQuantisedAsymm8) |
| 513 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 514 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 515 | } |
| 516 | |
| 517 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis3TestQuantisedAsymm8) |
| 518 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 519 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 520 | } |
| 521 | |
| 522 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis3TestQuantisedAsymm8) |
| 523 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 524 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 525 | } |
| 526 | |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 527 | BOOST_AUTO_TEST_CASE(NeonStridedSliceInvalidSliceEndToEndTest) |
| 528 | { |
| 529 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 530 | } |
| 531 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 532 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessRegularNmsTest, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 533 | { |
| 534 | std::vector<float> boxEncodings({ |
| 535 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 536 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 537 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 538 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 539 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 540 | 0.0f, 0.0f, 0.0f, 0.0f |
| 541 | }); |
| 542 | std::vector<float> scores({ |
| 543 | 0.0f, 0.9f, 0.8f, |
| 544 | 0.0f, 0.75f, 0.72f, |
| 545 | 0.0f, 0.6f, 0.5f, |
| 546 | 0.0f, 0.93f, 0.95f, |
| 547 | 0.0f, 0.5f, 0.4f, |
| 548 | 0.0f, 0.3f, 0.2f |
| 549 | }); |
| 550 | std::vector<float> anchors({ |
| 551 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 552 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 553 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 554 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 555 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 556 | 0.5f, 100.5f, 1.0f, 1.0f |
| 557 | }); |
| 558 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 559 | } |
| 560 | |
| 561 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 562 | { |
| 563 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 564 | { |
| 565 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 566 | } |
| 567 | } |
| 568 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 569 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessRegularNmsUint8Test, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 570 | { |
| 571 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 572 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 573 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 574 | |
| 575 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 576 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 577 | scoresInfo.SetQuantizationScale(0.01f); |
| 578 | scoresInfo.SetQuantizationOffset(0); |
| 579 | anchorsInfo.SetQuantizationScale(0.5f); |
| 580 | anchorsInfo.SetQuantizationOffset(0); |
| 581 | |
| 582 | std::vector<float> boxEncodings({ |
| 583 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 584 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 585 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 586 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 587 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 588 | 0.0f, 0.0f, 0.0f, 0.0f |
| 589 | }); |
| 590 | std::vector<float> scores({ |
| 591 | 0.0f, 0.9f, 0.8f, |
| 592 | 0.0f, 0.75f, 0.72f, |
| 593 | 0.0f, 0.6f, 0.5f, |
| 594 | 0.0f, 0.93f, 0.95f, |
| 595 | 0.0f, 0.5f, 0.4f, |
| 596 | 0.0f, 0.3f, 0.2f |
| 597 | }); |
| 598 | std::vector<float> anchors({ |
| 599 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 600 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 601 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 602 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 603 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 604 | 0.5f, 100.5f, 1.0f, 1.0f |
| 605 | }); |
| 606 | |
| 607 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 608 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 609 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 610 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 611 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 612 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 613 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 614 | qScores, qAnchors, |
| 615 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 616 | } |
| 617 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 618 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessFastNmsTest, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 619 | { |
| 620 | std::vector<float> boxEncodings({ |
| 621 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 622 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 623 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 624 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 625 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 626 | 0.0f, 0.0f, 0.0f, 0.0f |
| 627 | }); |
| 628 | std::vector<float> scores({ |
| 629 | 0.0f, 0.9f, 0.8f, |
| 630 | 0.0f, 0.75f, 0.72f, |
| 631 | 0.0f, 0.6f, 0.5f, |
| 632 | 0.0f, 0.93f, 0.95f, |
| 633 | 0.0f, 0.5f, 0.4f, |
| 634 | 0.0f, 0.3f, 0.2f |
| 635 | }); |
| 636 | std::vector<float> anchors({ |
| 637 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 638 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 639 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 640 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 641 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 642 | 0.5f, 100.5f, 1.0f, 1.0f |
| 643 | }); |
| 644 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 645 | } |
| 646 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 647 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessFastNmsUint8Test, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 648 | { |
| 649 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 650 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 651 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 652 | |
| 653 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 654 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 655 | scoresInfo.SetQuantizationScale(0.01f); |
| 656 | scoresInfo.SetQuantizationOffset(0); |
| 657 | anchorsInfo.SetQuantizationScale(0.5f); |
| 658 | anchorsInfo.SetQuantizationOffset(0); |
| 659 | |
| 660 | std::vector<float> boxEncodings({ |
| 661 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 662 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 663 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 664 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 665 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 666 | 0.0f, 0.0f, 0.0f, 0.0f |
| 667 | }); |
| 668 | std::vector<float> scores({ |
| 669 | 0.0f, 0.9f, 0.8f, |
| 670 | 0.0f, 0.75f, 0.72f, |
| 671 | 0.0f, 0.6f, 0.5f, |
| 672 | 0.0f, 0.93f, 0.95f, |
| 673 | 0.0f, 0.5f, 0.4f, |
| 674 | 0.0f, 0.3f, 0.2f |
| 675 | }); |
| 676 | std::vector<float> anchors({ |
| 677 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 678 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 679 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 680 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 681 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 682 | 0.5f, 100.5f, 1.0f, 1.0f |
| 683 | }); |
| 684 | |
| 685 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 686 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 687 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 688 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 689 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 690 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 691 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 692 | qScores, qAnchors, |
| 693 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 694 | } |
| 695 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 696 | BOOST_AUTO_TEST_SUITE_END() |