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 | |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 8 | #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 9 | #include <backendsCommon/test/ComparisonEndToEndTestImpl.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> |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 13 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 14 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 15 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 16 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 18 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 21 | |
| 22 | #include <boost/test/unit_test.hpp> |
| 23 | |
| 24 | BOOST_AUTO_TEST_SUITE(NeonEndToEnd) |
| 25 | |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 26 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuAcc}; |
| 27 | |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 28 | // Abs |
| 29 | BOOST_AUTO_TEST_CASE(NeonAbsEndToEndTestFloat32) |
| 30 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 31 | std::vector<float> expectedOutput = |
| 32 | { |
| 33 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 34 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 35 | }; |
| 36 | |
| 37 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 38 | UnaryOperation::Abs, |
| 39 | expectedOutput); |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 40 | } |
| 41 | |
| 42 | // Constant |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 43 | BOOST_AUTO_TEST_CASE(ConstantUsage_Neon_Float32) |
| 44 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 45 | BOOST_TEST(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 46 | } |
| 47 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 48 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 49 | |
| 50 | // This test unit needs the reference backend, it's not available if the reference backend is not built |
| 51 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 52 | BOOST_AUTO_TEST_CASE(FallbackToCpuRef) |
| 53 | { |
| 54 | using namespace armnn; |
| 55 | |
| 56 | // Create runtime in which test will run and allow fallback to CpuRef. |
| 57 | IRuntime::CreationOptions options; |
| 58 | IRuntimePtr runtime(IRuntime::Create(options)); |
| 59 | |
| 60 | // Builds up the structure of the network. |
| 61 | INetworkPtr net(INetwork::Create()); |
| 62 | |
| 63 | IConnectableLayer* input = net->AddInputLayer(0); |
| 64 | |
| 65 | // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. |
| 66 | NormalizationDescriptor descriptor; |
| 67 | IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); |
| 68 | |
| 69 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 70 | |
| 71 | input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| 72 | pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 73 | |
| 74 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 75 | pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 76 | |
| 77 | // optimize the network |
| 78 | std::vector<BackendId> backends = {Compute::CpuAcc, Compute::CpuRef}; |
| 79 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
| 80 | |
| 81 | // Load it into the runtime. It should pass. |
| 82 | NetworkId netId; |
| 83 | BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
| 84 | } |
| 85 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 86 | #endif |
| 87 | |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 88 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndTest) |
| 89 | { |
| 90 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 91 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 92 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 93 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 94 | ComparisonOperation::Greater, |
| 95 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 96 | } |
| 97 | |
| 98 | BOOST_AUTO_TEST_CASE(NeonGreaterSimpleEndToEndUint8Test) |
| 99 | { |
| 100 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 101 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 102 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 103 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 104 | ComparisonOperation::Greater, |
| 105 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 106 | } |
| 107 | |
| 108 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndTest) |
| 109 | { |
| 110 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 111 | 1, 1, 1, 1, 1, 1 }); |
| 112 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 113 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 114 | ComparisonOperation::Greater, |
| 115 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 116 | } |
| 117 | |
| 118 | BOOST_AUTO_TEST_CASE(NeonGreaterBroadcastEndToEndUint8Test) |
| 119 | { |
| 120 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 121 | 1, 1, 1, 1, 1, 1 }); |
| 122 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 123 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 124 | ComparisonOperation::Greater, |
| 125 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 126 | } |
| 127 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 128 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 129 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 130 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 131 | } |
| 132 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 133 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim0Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 134 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 135 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 136 | } |
| 137 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 138 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 139 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 140 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 141 | } |
| 142 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 143 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim1Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 144 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 145 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 146 | } |
| 147 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 148 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 149 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 150 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 151 | } |
| 152 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 153 | BOOST_AUTO_TEST_CASE(NeonConcatEndToEndDim3Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 154 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 155 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 156 | } |
| 157 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 158 | // DepthToSpace |
| 159 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat32) |
| 160 | { |
| 161 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 162 | } |
| 163 | |
| 164 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat16) |
| 165 | { |
| 166 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 167 | } |
| 168 | |
| 169 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwUint8) |
| 170 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 171 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 172 | } |
| 173 | |
| 174 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwInt16) |
| 175 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 176 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 177 | } |
| 178 | |
| 179 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat32) |
| 180 | { |
| 181 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 182 | } |
| 183 | |
| 184 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat16) |
| 185 | { |
| 186 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 187 | } |
| 188 | |
| 189 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcUint8) |
| 190 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 191 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 192 | } |
| 193 | |
| 194 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcInt16) |
| 195 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 196 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 197 | } |
| 198 | |
| 199 | // Dequantize |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 200 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest) |
| 201 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 202 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 203 | } |
| 204 | |
| 205 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest) |
| 206 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 207 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 208 | } |
| 209 | |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 210 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndFloat32Test) |
| 211 | { |
| 212 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 213 | } |
| 214 | |
| 215 | BOOST_AUTO_TEST_CASE(NeonPreluEndToEndTestUint8Test) |
| 216 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 217 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 218 | } |
| 219 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 220 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNhwcEndToEndTest1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 221 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 222 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 223 | } |
| 224 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 225 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNchwEndToEndTest1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 226 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 227 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 228 | } |
| 229 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 230 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNhwcEndToEndTest2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 231 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 232 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 233 | } |
| 234 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 235 | BOOST_AUTO_TEST_CASE(NeonSpaceToDepthNchwEndToEndTest2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 236 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 237 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 238 | } |
| 239 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 240 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 241 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 242 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 243 | } |
| 244 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 245 | BOOST_AUTO_TEST_CASE(NeonSplitter1dEndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 246 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 247 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 248 | } |
| 249 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 250 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 251 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 252 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 253 | } |
| 254 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 255 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 256 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 257 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 258 | } |
| 259 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 260 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim0EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 261 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 262 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 263 | } |
| 264 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 265 | BOOST_AUTO_TEST_CASE(NeonSplitter2dDim1EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 266 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 267 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 268 | } |
| 269 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 270 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 271 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 272 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 273 | } |
| 274 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 275 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 276 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 277 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 278 | } |
| 279 | |
| 280 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndTest) |
| 281 | { |
| 282 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 283 | } |
| 284 | |
| 285 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim0EndToEndUint8Test) |
| 286 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 287 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 288 | } |
| 289 | |
| 290 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim1EndToEndUint8Test) |
| 291 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 292 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 293 | } |
| 294 | |
| 295 | BOOST_AUTO_TEST_CASE(NeonSplitter3dDim2EndToEndUint8Test) |
| 296 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 297 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 298 | } |
| 299 | |
| 300 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndTest) |
| 301 | { |
| 302 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 303 | } |
| 304 | |
| 305 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndTest) |
| 306 | { |
| 307 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 308 | } |
| 309 | |
| 310 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndTest) |
| 311 | { |
| 312 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 313 | } |
| 314 | |
| 315 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndTest) |
| 316 | { |
| 317 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 318 | } |
| 319 | |
| 320 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim0EndToEndUint8Test) |
| 321 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 322 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 323 | } |
| 324 | |
| 325 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim1EndToEndUint8Test) |
| 326 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 327 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 328 | } |
| 329 | |
| 330 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim2EndToEndUint8Test) |
| 331 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 332 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 333 | } |
| 334 | |
| 335 | BOOST_AUTO_TEST_CASE(NeonSplitter4dDim3EndToEndUint8Test) |
| 336 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 337 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 338 | } |
| 339 | |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 340 | BOOST_AUTO_TEST_CASE(NeonQuantizedLstmEndToEndTest) |
| 341 | { |
| 342 | QuantizedLstmEndToEnd(defaultBackends); |
| 343 | } |
| 344 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 345 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNchwTest) |
| 346 | { |
| 347 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 348 | defaultBackends, armnn::DataLayout::NCHW); |
| 349 | } |
| 350 | |
| 351 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NchwTest) |
| 352 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 353 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 354 | defaultBackends, armnn::DataLayout::NCHW); |
| 355 | } |
| 356 | |
| 357 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndFloatNhwcTest) |
| 358 | { |
| 359 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 360 | defaultBackends, armnn::DataLayout::NHWC); |
| 361 | } |
| 362 | |
| 363 | BOOST_AUTO_TEST_CASE(NeonTransposeConvolution2dEndToEndUint8NhwcTest) |
| 364 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 365 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 366 | defaultBackends, armnn::DataLayout::NHWC); |
| 367 | } |
| 368 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 369 | BOOST_AUTO_TEST_CASE(NeonImportNonAlignedInputPointerTest) |
| 370 | { |
| 371 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 372 | } |
| 373 | |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 374 | BOOST_AUTO_TEST_CASE(NeonExportNonAlignedOutputPointerTest) |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 375 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 376 | ExportNonAlignedOutputPointerTest(defaultBackends); |
| 377 | } |
| 378 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 379 | BOOST_AUTO_TEST_CASE(NeonImportAlignedPointerTest, * boost::unit_test::disabled()) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 380 | { |
| 381 | ImportAlignedPointerTest(defaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 382 | } |
| 383 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 384 | BOOST_AUTO_TEST_CASE(NeonImportOnlyWorkload, * boost::unit_test::disabled()) |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 385 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 386 | ImportOnlyWorkload(defaultBackends); |
| 387 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 388 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 389 | BOOST_AUTO_TEST_CASE(NeonExportOnlyWorkload, * boost::unit_test::disabled()) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 390 | { |
| 391 | ExportOnlyWorkload(defaultBackends); |
| 392 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 393 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 394 | BOOST_AUTO_TEST_CASE(NeonImportAndExportWorkload, * boost::unit_test::disabled()) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 395 | { |
| 396 | ImportAndExportWorkload(defaultBackends); |
| 397 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 398 | |
James Conroy | ffab16f | 2019-11-07 14:37:09 +0000 | [diff] [blame] | 399 | BOOST_AUTO_TEST_CASE(NeonExportOutputWithSeveralOutputSlotConnectionsTest, * boost::unit_test::disabled()) |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 400 | { |
| 401 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 402 | } |
| 403 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 404 | // InstanceNormalization |
| 405 | BOOST_AUTO_TEST_CASE(NeonInstanceNormalizationNchwEndToEndTest1) |
| 406 | { |
| 407 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 408 | } |
| 409 | |
| 410 | BOOST_AUTO_TEST_CASE(NeonInstanceNormalizationNchwEndToEndTest2) |
| 411 | { |
| 412 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 413 | } |
| 414 | |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 415 | // ArgMinMax |
| 416 | BOOST_AUTO_TEST_CASE(NeonArgMaxSimpleTest) |
| 417 | { |
| 418 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 419 | } |
| 420 | |
| 421 | BOOST_AUTO_TEST_CASE(NeonArgMinSimpleTest) |
| 422 | { |
| 423 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 424 | } |
| 425 | |
| 426 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis0Test) |
| 427 | { |
| 428 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 429 | } |
| 430 | |
| 431 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis0Test) |
| 432 | { |
| 433 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 434 | } |
| 435 | |
| 436 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis1Test) |
| 437 | { |
| 438 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 439 | } |
| 440 | |
| 441 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis1Test) |
| 442 | { |
| 443 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 444 | } |
| 445 | |
| 446 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis2Test) |
| 447 | { |
| 448 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 449 | } |
| 450 | |
| 451 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis2Test) |
| 452 | { |
| 453 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 454 | } |
| 455 | |
| 456 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis3Test) |
| 457 | { |
| 458 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 459 | } |
| 460 | |
| 461 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis3Test) |
| 462 | { |
| 463 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 464 | } |
| 465 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 466 | BOOST_AUTO_TEST_CASE(NeonArgMaxSimpleTestQuantisedAsymm8) |
| 467 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 468 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 469 | } |
| 470 | |
| 471 | BOOST_AUTO_TEST_CASE(NeonArgMinSimpleTestQuantisedAsymm8) |
| 472 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 473 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 474 | } |
| 475 | |
| 476 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis0TestQuantisedAsymm8) |
| 477 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 478 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 479 | } |
| 480 | |
| 481 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis0TestQuantisedAsymm8) |
| 482 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 483 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 484 | } |
| 485 | |
| 486 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis1TestQuantisedAsymm8) |
| 487 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 488 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 489 | } |
| 490 | |
| 491 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis1TestQuantisedAsymm8) |
| 492 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 493 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 494 | } |
| 495 | |
| 496 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis2TestQuantisedAsymm8) |
| 497 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 498 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 499 | } |
| 500 | |
| 501 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis2TestQuantisedAsymm8) |
| 502 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 503 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 504 | } |
| 505 | |
| 506 | BOOST_AUTO_TEST_CASE(NeonArgMaxAxis3TestQuantisedAsymm8) |
| 507 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 508 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 509 | } |
| 510 | |
| 511 | BOOST_AUTO_TEST_CASE(NeonArgMinAxis3TestQuantisedAsymm8) |
| 512 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 513 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 514 | } |
| 515 | |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame^] | 516 | BOOST_AUTO_TEST_CASE(NeonStridedSliceInvalidSliceEndToEndTest) |
| 517 | { |
| 518 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 519 | } |
| 520 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 521 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessRegularNmsTest, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 522 | { |
| 523 | std::vector<float> boxEncodings({ |
| 524 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 525 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 526 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 527 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 528 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 529 | 0.0f, 0.0f, 0.0f, 0.0f |
| 530 | }); |
| 531 | std::vector<float> scores({ |
| 532 | 0.0f, 0.9f, 0.8f, |
| 533 | 0.0f, 0.75f, 0.72f, |
| 534 | 0.0f, 0.6f, 0.5f, |
| 535 | 0.0f, 0.93f, 0.95f, |
| 536 | 0.0f, 0.5f, 0.4f, |
| 537 | 0.0f, 0.3f, 0.2f |
| 538 | }); |
| 539 | std::vector<float> anchors({ |
| 540 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 541 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 542 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 543 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 544 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 545 | 0.5f, 100.5f, 1.0f, 1.0f |
| 546 | }); |
| 547 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 548 | } |
| 549 | |
| 550 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 551 | { |
| 552 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 553 | { |
| 554 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 555 | } |
| 556 | } |
| 557 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 558 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessRegularNmsUint8Test, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 559 | { |
| 560 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 561 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 562 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 563 | |
| 564 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 565 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 566 | scoresInfo.SetQuantizationScale(0.01f); |
| 567 | scoresInfo.SetQuantizationOffset(0); |
| 568 | anchorsInfo.SetQuantizationScale(0.5f); |
| 569 | anchorsInfo.SetQuantizationOffset(0); |
| 570 | |
| 571 | std::vector<float> boxEncodings({ |
| 572 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 573 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 574 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 575 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 576 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 577 | 0.0f, 0.0f, 0.0f, 0.0f |
| 578 | }); |
| 579 | std::vector<float> scores({ |
| 580 | 0.0f, 0.9f, 0.8f, |
| 581 | 0.0f, 0.75f, 0.72f, |
| 582 | 0.0f, 0.6f, 0.5f, |
| 583 | 0.0f, 0.93f, 0.95f, |
| 584 | 0.0f, 0.5f, 0.4f, |
| 585 | 0.0f, 0.3f, 0.2f |
| 586 | }); |
| 587 | std::vector<float> anchors({ |
| 588 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 589 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 590 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 591 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 592 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 593 | 0.5f, 100.5f, 1.0f, 1.0f |
| 594 | }); |
| 595 | |
| 596 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 597 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 598 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 599 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 600 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 601 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 602 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 603 | qScores, qAnchors, |
| 604 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 605 | } |
| 606 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 607 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessFastNmsTest, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 608 | { |
| 609 | std::vector<float> boxEncodings({ |
| 610 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 611 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 612 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 613 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 614 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 615 | 0.0f, 0.0f, 0.0f, 0.0f |
| 616 | }); |
| 617 | std::vector<float> scores({ |
| 618 | 0.0f, 0.9f, 0.8f, |
| 619 | 0.0f, 0.75f, 0.72f, |
| 620 | 0.0f, 0.6f, 0.5f, |
| 621 | 0.0f, 0.93f, 0.95f, |
| 622 | 0.0f, 0.5f, 0.4f, |
| 623 | 0.0f, 0.3f, 0.2f |
| 624 | }); |
| 625 | std::vector<float> anchors({ |
| 626 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 627 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 628 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 629 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 630 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 631 | 0.5f, 100.5f, 1.0f, 1.0f |
| 632 | }); |
| 633 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 634 | } |
| 635 | |
James Conroy | d9fb6e2 | 2020-02-21 16:52:44 +0000 | [diff] [blame] | 636 | BOOST_AUTO_TEST_CASE(NeonDetectionPostProcessFastNmsUint8Test, * boost::unit_test::disabled()) |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 637 | { |
| 638 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 639 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 640 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 641 | |
| 642 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 643 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 644 | scoresInfo.SetQuantizationScale(0.01f); |
| 645 | scoresInfo.SetQuantizationOffset(0); |
| 646 | anchorsInfo.SetQuantizationScale(0.5f); |
| 647 | anchorsInfo.SetQuantizationOffset(0); |
| 648 | |
| 649 | std::vector<float> boxEncodings({ |
| 650 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 651 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 652 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 653 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 654 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 655 | 0.0f, 0.0f, 0.0f, 0.0f |
| 656 | }); |
| 657 | std::vector<float> scores({ |
| 658 | 0.0f, 0.9f, 0.8f, |
| 659 | 0.0f, 0.75f, 0.72f, |
| 660 | 0.0f, 0.6f, 0.5f, |
| 661 | 0.0f, 0.93f, 0.95f, |
| 662 | 0.0f, 0.5f, 0.4f, |
| 663 | 0.0f, 0.3f, 0.2f |
| 664 | }); |
| 665 | std::vector<float> anchors({ |
| 666 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 667 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 668 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 669 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 670 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 671 | 0.5f, 100.5f, 1.0f, 1.0f |
| 672 | }); |
| 673 | |
| 674 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 675 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 676 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 677 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 678 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 679 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 680 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 681 | qScores, qAnchors, |
| 682 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 683 | } |
| 684 | |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 685 | BOOST_AUTO_TEST_SUITE_END() |