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 | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 7 | |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 8 | #include <backendsCommon/test/ActivationEndToEndTestImpl.hpp> |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 9 | #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp> |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 10 | #include <backendsCommon/test/BatchToSpaceNdEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 11 | #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 12 | #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp> |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 14 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 15 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 16 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/FillEndToEndTestImpl.hpp> |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 18 | #include <backendsCommon/test/GatherEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/LogSoftmaxEndToEndTestImpl.hpp> |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 21 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 22 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 23 | #include <backendsCommon/test/RankEndToEndTestImpl.hpp> |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 24 | #include <backendsCommon/test/ResizeEndToEndTestImpl.hpp> |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 25 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 26 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 27 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 28 | |
| 29 | #include <boost/test/unit_test.hpp> |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 30 | #include <boost/test/execution_monitor.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 31 | |
| 32 | BOOST_AUTO_TEST_SUITE(RefEndToEnd) |
| 33 | |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 34 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuRef}; |
| 35 | |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 36 | // Abs |
| 37 | BOOST_AUTO_TEST_CASE(RefAbsEndToEndTestFloat32) |
| 38 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 39 | std::vector<float> expectedOutput = |
| 40 | { |
| 41 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 42 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 43 | }; |
| 44 | |
| 45 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 46 | UnaryOperation::Abs, |
| 47 | expectedOutput); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 48 | } |
| 49 | |
| 50 | BOOST_AUTO_TEST_CASE(RefAbsEndToEndTestUint8) |
| 51 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 52 | // Note the expected output will be implicitly quantized by the below test function |
| 53 | std::vector<float> expectedOutput = |
| 54 | { |
| 55 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 56 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 57 | }; |
| 58 | |
| 59 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
| 60 | UnaryOperation::Abs, |
| 61 | expectedOutput); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 62 | } |
| 63 | |
| 64 | BOOST_AUTO_TEST_CASE(RefAbsEndToEndTestInt16) |
| 65 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 66 | // Note the expected output will be implicitly quantized by the below test function |
| 67 | std::vector<float> expectedOutput = |
| 68 | { |
| 69 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 70 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 71 | }; |
| 72 | |
| 73 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
| 74 | UnaryOperation::Abs, |
| 75 | expectedOutput); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 76 | } |
| 77 | |
| 78 | // Constant |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 79 | BOOST_AUTO_TEST_CASE(ConstantUsage_Ref_Float32) |
| 80 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 81 | BOOST_TEST(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 82 | } |
| 83 | |
| 84 | BOOST_AUTO_TEST_CASE(ConstantUsage_Ref_Uint8) |
| 85 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 86 | BOOST_TEST(ConstantUsageUint8Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 87 | } |
| 88 | |
| 89 | BOOST_AUTO_TEST_CASE(Unsigned8) |
| 90 | { |
| 91 | using namespace armnn; |
| 92 | |
| 93 | // Create runtime in which test will run |
| 94 | armnn::IRuntime::CreationOptions options; |
| 95 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 96 | |
| 97 | // Builds up the structure of the network. |
| 98 | armnn::INetworkPtr net(INetwork::Create()); |
| 99 | |
| 100 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 101 | IConnectableLayer* softmax = net->AddSoftmaxLayer(SoftmaxDescriptor(), "softmax"); |
| 102 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 103 | |
| 104 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 105 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 106 | |
| 107 | // Sets the tensors in the network. |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 108 | TensorInfo inputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 109 | inputTensorInfo.SetQuantizationOffset(100); |
| 110 | inputTensorInfo.SetQuantizationScale(10000.0f); |
| 111 | input->GetOutputSlot(0).SetTensorInfo(inputTensorInfo); |
| 112 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 113 | TensorInfo outputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 114 | outputTensorInfo.SetQuantizationOffset(0); |
| 115 | outputTensorInfo.SetQuantizationScale(1.0f/255.0f); |
| 116 | softmax->GetOutputSlot(0).SetTensorInfo(outputTensorInfo); |
| 117 | |
| 118 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 119 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 120 | |
| 121 | // Loads it into the runtime. |
| 122 | NetworkId netId; |
| 123 | auto error = runtime->LoadNetwork(netId, std::move(optNet)); |
| 124 | BOOST_TEST(error == Status::Success); |
| 125 | |
| 126 | // Creates structures for input & output. |
| 127 | std::vector<uint8_t> inputData |
| 128 | { |
| 129 | 1, 10, 3, 200, 5 // Some inputs - one of which is sufficiently larger than the others to saturate softmax. |
| 130 | }; |
| 131 | std::vector<uint8_t> outputData(5); |
| 132 | |
| 133 | armnn::InputTensors inputTensors |
| 134 | { |
| 135 | {0, armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), inputData.data())} |
| 136 | }; |
| 137 | armnn::OutputTensors outputTensors |
| 138 | { |
| 139 | {0, armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 140 | }; |
| 141 | |
| 142 | // Does the inference. |
| 143 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 144 | |
| 145 | // Checks the results. |
| 146 | BOOST_TEST(outputData[0] == 0); |
| 147 | BOOST_TEST(outputData[1] == 0); |
| 148 | BOOST_TEST(outputData[2] == 0); |
| 149 | BOOST_TEST(outputData[3] == 255); // softmax has been saturated. |
| 150 | BOOST_TEST(outputData[4] == 0); |
| 151 | } |
| 152 | |
| 153 | BOOST_AUTO_TEST_CASE(TrivialAdd) |
| 154 | { |
| 155 | // This test was designed to match "AddTwo" in android nn/runtime/test/TestTrivialModel.cpp. |
| 156 | |
| 157 | using namespace armnn; |
| 158 | |
| 159 | // Create runtime in which test will run |
| 160 | armnn::IRuntime::CreationOptions options; |
| 161 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 162 | |
| 163 | // Builds up the structure of the network. |
| 164 | armnn::INetworkPtr net(INetwork::Create()); |
| 165 | |
| 166 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 167 | IConnectableLayer* input2 = net->AddInputLayer(1); |
| 168 | IConnectableLayer* add = net->AddAdditionLayer(); |
| 169 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 170 | |
| 171 | input1->GetOutputSlot(0).Connect(add->GetInputSlot(0)); |
| 172 | input2->GetOutputSlot(0).Connect(add->GetInputSlot(1)); |
| 173 | add->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 174 | |
| 175 | // Sets the tensors in the network. |
| 176 | TensorInfo tensorInfo(TensorShape({3, 4}), DataType::Float32); |
| 177 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 178 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 179 | add->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 180 | |
| 181 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 182 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 183 | |
| 184 | // Loads it into the runtime. |
| 185 | NetworkId netId; |
| 186 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 187 | |
| 188 | // Creates structures for input & output - matching android nn test. |
| 189 | std::vector<float> input1Data |
| 190 | { |
| 191 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 192 | }; |
| 193 | std::vector<float> input2Data |
| 194 | { |
| 195 | 100.f, 200.f, 300.f, 400.f, 500.f, 600.f, 700.f, 800.f, 900.f, 1000.f, 1100.f, 1200.f |
| 196 | }; |
| 197 | std::vector<float> outputData(12); |
| 198 | |
| 199 | InputTensors inputTensors |
| 200 | { |
| 201 | {0,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), input1Data.data())}, |
| 202 | {1,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), input2Data.data())} |
| 203 | }; |
| 204 | OutputTensors outputTensors |
| 205 | { |
| 206 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 207 | }; |
| 208 | |
| 209 | // Does the inference. |
| 210 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 211 | |
| 212 | // Checks the results |
| 213 | BOOST_TEST(outputData[0] == 101); |
| 214 | BOOST_TEST(outputData[1] == 202); |
| 215 | BOOST_TEST(outputData[2] == 303); |
| 216 | BOOST_TEST(outputData[3] == 404); |
| 217 | BOOST_TEST(outputData[4] == 505); |
| 218 | BOOST_TEST(outputData[5] == 606); |
| 219 | BOOST_TEST(outputData[6] == 707); |
| 220 | BOOST_TEST(outputData[7] == 808); |
| 221 | BOOST_TEST(outputData[8] == 909); |
| 222 | BOOST_TEST(outputData[9] == 1010); |
| 223 | BOOST_TEST(outputData[10] == 1111); |
| 224 | BOOST_TEST(outputData[11] == 1212); |
| 225 | } |
| 226 | |
| 227 | BOOST_AUTO_TEST_CASE(MultipleOutputs) |
| 228 | { |
| 229 | using namespace armnn; |
| 230 | |
| 231 | // Create runtime in which test will run |
| 232 | armnn::IRuntime::CreationOptions options; |
| 233 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 234 | |
| 235 | // Builds up the structure of the network. |
| 236 | INetworkPtr net(INetwork::Create()); |
| 237 | |
| 238 | IConnectableLayer* input = net->AddInputLayer(0); |
| 239 | |
| 240 | // ReLu1 |
| 241 | ActivationDescriptor activation1Descriptor; |
| 242 | activation1Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 243 | activation1Descriptor.m_A = 1.f; |
| 244 | activation1Descriptor.m_B = -1.f; |
| 245 | IConnectableLayer* activation1 = net->AddActivationLayer(activation1Descriptor); |
| 246 | |
| 247 | // ReLu6 |
| 248 | ActivationDescriptor activation2Descriptor; |
| 249 | activation2Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 250 | activation2Descriptor.m_A = 6.0f; |
| 251 | IConnectableLayer* activation2 = net->AddActivationLayer(activation2Descriptor); |
| 252 | |
| 253 | // BoundedReLu(min=2, max=5) |
| 254 | ActivationDescriptor activation3Descriptor; |
| 255 | activation3Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 256 | activation3Descriptor.m_A = 5.0f; |
| 257 | activation3Descriptor.m_B = 2.0f; |
| 258 | IConnectableLayer* activation3 = net->AddActivationLayer(activation3Descriptor); |
| 259 | |
| 260 | IConnectableLayer* output1 = net->AddOutputLayer(0); |
| 261 | IConnectableLayer* output2 = net->AddOutputLayer(1); |
| 262 | IConnectableLayer* output3 = net->AddOutputLayer(2); |
| 263 | |
| 264 | input->GetOutputSlot(0).Connect(activation1->GetInputSlot(0)); |
| 265 | input->GetOutputSlot(0).Connect(activation2->GetInputSlot(0)); |
| 266 | input->GetOutputSlot(0).Connect(activation3->GetInputSlot(0)); |
| 267 | |
| 268 | activation1->GetOutputSlot(0).Connect(output1->GetInputSlot(0)); |
| 269 | activation2->GetOutputSlot(0).Connect(output2->GetInputSlot(0)); |
| 270 | activation3->GetOutputSlot(0).Connect(output3->GetInputSlot(0)); |
| 271 | |
| 272 | // Sets the tensors in the network. |
| 273 | TensorInfo tensorInfo(TensorShape({ 10 }), DataType::Float32); |
| 274 | input->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 275 | activation1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 276 | activation2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 277 | activation3->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 278 | |
| 279 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 280 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 281 | |
| 282 | // Loads it into the runtime. |
| 283 | NetworkId netId; |
| 284 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 285 | |
| 286 | // Creates structures for input & output. |
| 287 | const std::vector<float> inputData{ 3.f, 5.f, 2.f, 3.f, 7.f, 0.f, -2.f, -1.f, 3.f, 3.f }; |
| 288 | |
| 289 | std::vector<float> output1Data(inputData.size()); |
| 290 | std::vector<float> output2Data(inputData.size()); |
| 291 | std::vector<float> output3Data(inputData.size()); |
| 292 | |
| 293 | InputTensors inputTensors |
| 294 | { |
| 295 | {0,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), inputData.data())} |
| 296 | }; |
| 297 | OutputTensors outputTensors |
| 298 | { |
| 299 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), output1Data.data())}, |
| 300 | {1,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 1), output2Data.data())}, |
| 301 | {2,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 2), output3Data.data())} |
| 302 | }; |
| 303 | |
| 304 | // Does the inference. |
| 305 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 306 | |
| 307 | // Checks the results. |
| 308 | BOOST_TEST(output1Data == std::vector<float>({ 1.f, 1.f, 1.f, 1.f, 1.f, 0.f, -1.f, -1.f, 1.f, 1.f })); // ReLu1 |
| 309 | BOOST_TEST(output2Data == std::vector<float>({ 3.f, 5.f, 2.f, 3.f, 6.f, 0.f, 0.f, 0.f, 3.f, 3.f })); // ReLu6 |
| 310 | BOOST_TEST(output3Data == std::vector<float>({ 3.f, 5.f, 2.f, 3.f, 5.f, 2.f, 2.f, 2.f, 3.f, 3.f })); // [2, 5] |
| 311 | } |
| 312 | |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 313 | BOOST_AUTO_TEST_CASE(TrivialMin) |
| 314 | { |
| 315 | using namespace armnn; |
| 316 | |
| 317 | // Create runtime in which test will run |
| 318 | armnn::IRuntime::CreationOptions options; |
| 319 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 320 | |
| 321 | // Builds up the structure of the network. |
| 322 | armnn::INetworkPtr net(INetwork::Create()); |
| 323 | |
| 324 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 325 | IConnectableLayer* input2 = net->AddInputLayer(1); |
| 326 | IConnectableLayer* min = net->AddMinimumLayer(); |
| 327 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 328 | |
| 329 | input1->GetOutputSlot(0).Connect(min->GetInputSlot(0)); |
| 330 | input2->GetOutputSlot(0).Connect(min->GetInputSlot(1)); |
| 331 | min->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 332 | |
| 333 | // Sets the tensors in the network. |
| 334 | TensorInfo tensorInfo(TensorShape({1, 1, 1, 4}), DataType::Float32); |
| 335 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 336 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 337 | min->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 338 | |
| 339 | // optimize the network |
| 340 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
| 341 | |
| 342 | // Loads it into the runtime. |
| 343 | NetworkId netId; |
| 344 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 345 | |
| 346 | // Creates structures for input & output - matching android nn test. |
| 347 | std::vector<float> input1Data |
| 348 | { |
| 349 | 1.0f, 2.0f, 3.0f, 4.0f |
| 350 | }; |
| 351 | std::vector<float> input2Data |
| 352 | { |
| 353 | 2.0f, 1.0f, 5.0f, 2.0f |
| 354 | }; |
| 355 | std::vector<float> outputData(4); |
| 356 | |
| 357 | InputTensors inputTensors |
| 358 | { |
| 359 | {0,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), input1Data.data())}, |
| 360 | {1,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), input2Data.data())} |
| 361 | }; |
| 362 | OutputTensors outputTensors |
| 363 | { |
| 364 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 365 | }; |
| 366 | |
| 367 | // Does the inference. |
| 368 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 369 | |
| 370 | // Checks the results |
| 371 | BOOST_TEST(outputData[0] == 1); |
| 372 | BOOST_TEST(outputData[1] == 1); |
| 373 | BOOST_TEST(outputData[2] == 3); |
| 374 | BOOST_TEST(outputData[3] == 2); |
| 375 | } |
| 376 | |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 377 | BOOST_AUTO_TEST_CASE(RefEqualSimpleEndToEndTest) |
| 378 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 379 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 380 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 381 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 382 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 383 | ComparisonOperation::Equal, |
| 384 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 385 | } |
| 386 | |
| 387 | BOOST_AUTO_TEST_CASE(RefGreaterSimpleEndToEndTest) |
| 388 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 389 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 390 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 391 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 392 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 393 | ComparisonOperation::Greater, |
| 394 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 395 | } |
| 396 | |
| 397 | BOOST_AUTO_TEST_CASE(RefEqualSimpleEndToEndUint8Test) |
| 398 | { |
| 399 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 400 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
| 401 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 402 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 403 | ComparisonOperation::Equal, |
| 404 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 405 | } |
| 406 | |
| 407 | BOOST_AUTO_TEST_CASE(RefGreaterSimpleEndToEndUint8Test) |
| 408 | { |
| 409 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 410 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 411 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 412 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 413 | ComparisonOperation::Greater, |
| 414 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 415 | } |
| 416 | |
| 417 | BOOST_AUTO_TEST_CASE(RefEqualBroadcastEndToEndTest) |
| 418 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 419 | const std::vector<uint8_t> expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 420 | 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 421 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 422 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 423 | ComparisonOperation::Equal, |
| 424 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 425 | } |
| 426 | |
| 427 | BOOST_AUTO_TEST_CASE(RefGreaterBroadcastEndToEndTest) |
| 428 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 429 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 430 | 1, 1, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 431 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 432 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 433 | ComparisonOperation::Greater, |
| 434 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 435 | } |
| 436 | |
| 437 | BOOST_AUTO_TEST_CASE(RefEqualBroadcastEndToEndUint8Test) |
| 438 | { |
| 439 | const std::vector<uint8_t > expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 440 | 0, 0, 0, 0, 0, 0 }); |
| 441 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 442 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 443 | ComparisonOperation::Equal, |
| 444 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 445 | } |
| 446 | |
| 447 | BOOST_AUTO_TEST_CASE(RefGreaterBroadcastEndToEndUint8Test) |
| 448 | { |
| 449 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 450 | 1, 1, 1, 1, 1, 1 }); |
| 451 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 452 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 453 | ComparisonOperation::Greater, |
| 454 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 455 | } |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 456 | |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 457 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndFloat32NHWCTest) |
| 458 | { |
| 459 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 460 | } |
| 461 | |
| 462 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndUint8NHWCTest) |
| 463 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 464 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 465 | } |
| 466 | |
| 467 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndQSymm16NHWCTest) |
| 468 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 469 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 470 | } |
| 471 | |
| 472 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndFloat32NCHWTest) |
| 473 | { |
| 474 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 475 | } |
| 476 | |
| 477 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndUint8NCHWTest) |
| 478 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 479 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 480 | } |
| 481 | |
| 482 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndQSymm16NCHWTest) |
| 483 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 484 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 485 | } |
| 486 | |
| 487 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexFloat32NHWCTest) |
| 488 | { |
| 489 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 490 | } |
| 491 | |
| 492 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexUint8NHWCTest) |
| 493 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 494 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 495 | } |
| 496 | |
| 497 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexQSymm16NHWCTest) |
| 498 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 499 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 500 | } |
| 501 | |
| 502 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexFloat32NCHWTest) |
| 503 | { |
| 504 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 505 | } |
| 506 | |
| 507 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexUint8NCHWTest) |
| 508 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 509 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 510 | } |
| 511 | |
| 512 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexQSymm16NCHWTest) |
| 513 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 514 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 515 | } |
| 516 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 517 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim0Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 518 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 519 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 520 | } |
| 521 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 522 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim0Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 523 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 524 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 525 | } |
| 526 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 527 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim1Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 528 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 529 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 530 | } |
| 531 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 532 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim1Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 533 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 534 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 535 | } |
| 536 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 537 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim2Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 538 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 539 | ConcatDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 540 | } |
| 541 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 542 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim2Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 543 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 544 | ConcatDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 545 | } |
| 546 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 547 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim3Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 548 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 549 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 550 | } |
| 551 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 552 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim3Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 553 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 554 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 555 | } |
| 556 | |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 557 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestFloat32) |
| 558 | { |
| 559 | EluEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 560 | } |
| 561 | |
| 562 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestFloat16) |
| 563 | { |
| 564 | EluEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 565 | } |
| 566 | |
| 567 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestBFloat16) |
| 568 | { |
| 569 | EluEndToEndTest<armnn::DataType::BFloat16>(defaultBackends); |
| 570 | } |
| 571 | |
| 572 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestQAsymmS8) |
| 573 | { |
| 574 | EluEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 575 | } |
| 576 | |
| 577 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestQAsymmU8) |
| 578 | { |
| 579 | EluEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 580 | } |
| 581 | |
| 582 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestQSymmS16) |
| 583 | { |
| 584 | EluEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 585 | } |
| 586 | |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 587 | BOOST_AUTO_TEST_CASE(RefFillEndToEndTest) |
| 588 | { |
| 589 | FillEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 590 | } |
| 591 | |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 592 | BOOST_AUTO_TEST_CASE(RefFillEndToEndTestFloat16) |
| 593 | { |
| 594 | FillEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 595 | } |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 596 | |
| 597 | BOOST_AUTO_TEST_CASE(RefFillEndToEndTestInt32) |
| 598 | { |
| 599 | FillEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 600 | } |
| 601 | |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 602 | BOOST_AUTO_TEST_CASE(RefGatherFloatTest) |
| 603 | { |
| 604 | GatherEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 605 | } |
| 606 | |
| 607 | BOOST_AUTO_TEST_CASE(RefGatherUint8Test) |
| 608 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 609 | GatherEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 610 | } |
| 611 | |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 612 | BOOST_AUTO_TEST_CASE(RefGatherInt16Test) |
| 613 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 614 | GatherEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 615 | } |
| 616 | |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 617 | BOOST_AUTO_TEST_CASE(RefGatherMultiDimFloatTest) |
| 618 | { |
| 619 | GatherMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 620 | } |
| 621 | |
| 622 | BOOST_AUTO_TEST_CASE(RefGatherMultiDimUint8Test) |
| 623 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 624 | GatherMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 625 | } |
| 626 | |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 627 | BOOST_AUTO_TEST_CASE(RefGatherMultiDimInt16Test) |
| 628 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 629 | GatherMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 630 | } |
| 631 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 632 | // DepthToSpace |
| 633 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat32) |
| 634 | { |
| 635 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 636 | } |
| 637 | |
| 638 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat16) |
| 639 | { |
| 640 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 641 | } |
| 642 | |
| 643 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwUint8) |
| 644 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 645 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 646 | } |
| 647 | |
| 648 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwInt16) |
| 649 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 650 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 651 | } |
| 652 | |
| 653 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat32) |
| 654 | { |
| 655 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 656 | } |
| 657 | |
| 658 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat16) |
| 659 | { |
| 660 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 661 | } |
| 662 | |
| 663 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcUint8) |
| 664 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 665 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 666 | } |
| 667 | |
| 668 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcInt16) |
| 669 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 670 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 671 | } |
| 672 | |
| 673 | // Dequantize |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 674 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest) |
| 675 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 676 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 677 | } |
| 678 | |
| 679 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest) |
| 680 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 681 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 682 | } |
| 683 | |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 684 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleInt16Test) |
| 685 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 686 | DequantizeEndToEndSimple<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 687 | } |
| 688 | |
| 689 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetInt16Test) |
| 690 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 691 | DequantizeEndToEndOffset<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 692 | } |
| 693 | |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 694 | BOOST_AUTO_TEST_CASE(RefDetectionPostProcessRegularNmsTest) |
| 695 | { |
| 696 | std::vector<float> boxEncodings({ |
| 697 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 698 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 699 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 700 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 701 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 702 | 0.0f, 0.0f, 0.0f, 0.0f |
| 703 | }); |
| 704 | std::vector<float> scores({ |
| 705 | 0.0f, 0.9f, 0.8f, |
| 706 | 0.0f, 0.75f, 0.72f, |
| 707 | 0.0f, 0.6f, 0.5f, |
| 708 | 0.0f, 0.93f, 0.95f, |
| 709 | 0.0f, 0.5f, 0.4f, |
| 710 | 0.0f, 0.3f, 0.2f |
| 711 | }); |
| 712 | std::vector<float> anchors({ |
| 713 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 714 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 715 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 716 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 717 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 718 | 0.5f, 100.5f, 1.0f, 1.0f |
| 719 | }); |
| 720 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 721 | } |
| 722 | |
| 723 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 724 | { |
| 725 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 726 | { |
| 727 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 728 | } |
| 729 | } |
| 730 | |
| 731 | BOOST_AUTO_TEST_CASE(RefDetectionPostProcessRegularNmsUint8Test) |
| 732 | { |
| 733 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 734 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 735 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 736 | |
| 737 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 738 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 739 | scoresInfo.SetQuantizationScale(0.01f); |
| 740 | scoresInfo.SetQuantizationOffset(0); |
| 741 | anchorsInfo.SetQuantizationScale(0.5f); |
| 742 | anchorsInfo.SetQuantizationOffset(0); |
| 743 | |
| 744 | std::vector<float> boxEncodings({ |
| 745 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 746 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 747 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 748 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 749 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 750 | 0.0f, 0.0f, 0.0f, 0.0f |
| 751 | }); |
| 752 | std::vector<float> scores({ |
| 753 | 0.0f, 0.9f, 0.8f, |
| 754 | 0.0f, 0.75f, 0.72f, |
| 755 | 0.0f, 0.6f, 0.5f, |
| 756 | 0.0f, 0.93f, 0.95f, |
| 757 | 0.0f, 0.5f, 0.4f, |
| 758 | 0.0f, 0.3f, 0.2f |
| 759 | }); |
| 760 | std::vector<float> anchors({ |
| 761 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 762 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 763 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 764 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 765 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 766 | 0.5f, 100.5f, 1.0f, 1.0f |
| 767 | }); |
| 768 | |
| 769 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 770 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 771 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 772 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 773 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 774 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 775 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 776 | qScores, qAnchors, |
| 777 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 778 | } |
| 779 | |
| 780 | BOOST_AUTO_TEST_CASE(RefDetectionPostProcessFastNmsTest) |
| 781 | { |
| 782 | std::vector<float> boxEncodings({ |
| 783 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 784 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 785 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 786 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 787 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 788 | 0.0f, 0.0f, 0.0f, 0.0f |
| 789 | }); |
| 790 | std::vector<float> scores({ |
| 791 | 0.0f, 0.9f, 0.8f, |
| 792 | 0.0f, 0.75f, 0.72f, |
| 793 | 0.0f, 0.6f, 0.5f, |
| 794 | 0.0f, 0.93f, 0.95f, |
| 795 | 0.0f, 0.5f, 0.4f, |
| 796 | 0.0f, 0.3f, 0.2f |
| 797 | }); |
| 798 | std::vector<float> anchors({ |
| 799 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 800 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 801 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 802 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 803 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 804 | 0.5f, 100.5f, 1.0f, 1.0f |
| 805 | }); |
| 806 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 807 | } |
| 808 | |
| 809 | BOOST_AUTO_TEST_CASE(RefDetectionPostProcessFastNmsUint8Test) |
| 810 | { |
| 811 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 812 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 813 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 814 | |
| 815 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 816 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 817 | scoresInfo.SetQuantizationScale(0.01f); |
| 818 | scoresInfo.SetQuantizationOffset(0); |
| 819 | anchorsInfo.SetQuantizationScale(0.5f); |
| 820 | anchorsInfo.SetQuantizationOffset(0); |
| 821 | |
| 822 | std::vector<float> boxEncodings({ |
| 823 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 824 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 825 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 826 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 827 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 828 | 0.0f, 0.0f, 0.0f, 0.0f |
| 829 | }); |
| 830 | std::vector<float> scores({ |
| 831 | 0.0f, 0.9f, 0.8f, |
| 832 | 0.0f, 0.75f, 0.72f, |
| 833 | 0.0f, 0.6f, 0.5f, |
| 834 | 0.0f, 0.93f, 0.95f, |
| 835 | 0.0f, 0.5f, 0.4f, |
| 836 | 0.0f, 0.3f, 0.2f |
| 837 | }); |
| 838 | std::vector<float> anchors({ |
| 839 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 840 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 841 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 842 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 843 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 844 | 0.5f, 100.5f, 1.0f, 1.0f |
| 845 | }); |
| 846 | |
| 847 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 848 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 849 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 850 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 851 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 852 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 853 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 854 | qScores, qAnchors, |
| 855 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 856 | } |
| 857 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 858 | // HardSwish |
| 859 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestFloat32) |
| 860 | { |
| 861 | HardSwishEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 862 | } |
| 863 | |
| 864 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestFloat16) |
| 865 | { |
| 866 | HardSwishEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 867 | } |
| 868 | |
| 869 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestBFloat16) |
| 870 | { |
| 871 | HardSwishEndToEndTest<armnn::DataType::BFloat16>(defaultBackends); |
| 872 | } |
| 873 | |
| 874 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestQAsymmS8) |
| 875 | { |
| 876 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 877 | } |
| 878 | |
| 879 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestQAsymmU8) |
| 880 | { |
| 881 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 882 | } |
| 883 | |
| 884 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestQSymmS16) |
| 885 | { |
| 886 | HardSwishEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 887 | } |
| 888 | |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 889 | // LogSoftmax |
| 890 | BOOST_AUTO_TEST_CASE(RefLogSoftmaxEndToEndTest) |
| 891 | { |
| 892 | LogSoftmaxEndToEndTest(defaultBackends); |
| 893 | } |
| 894 | |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 895 | BOOST_AUTO_TEST_CASE(RefPreluEndToEndTestFloat32) |
| 896 | { |
| 897 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 898 | } |
| 899 | |
| 900 | BOOST_AUTO_TEST_CASE(RefPreluEndToEndTestUint8) |
| 901 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 902 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 903 | } |
| 904 | |
| 905 | BOOST_AUTO_TEST_CASE(RefPreluEndToEndTestQSymm16) |
| 906 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 907 | PreluEndToEndPositiveTest<armnn::DataType::QSymmS16>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 908 | } |
| 909 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 910 | BOOST_AUTO_TEST_CASE(RefSpaceToDepthNhwcEndToEndTest1) |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 911 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 912 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 913 | } |
| 914 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 915 | BOOST_AUTO_TEST_CASE(RefSpaceToDepthNchwEndToEndTest1) |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 916 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 917 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 918 | |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 919 | } |
| 920 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 921 | BOOST_AUTO_TEST_CASE(RefSpaceToDepthNhwcEndToEndTest2) |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 922 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 923 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 924 | } |
| 925 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 926 | BOOST_AUTO_TEST_CASE(RefSpaceToDepthNchwEndToEndTest2) |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 927 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 928 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 929 | } |
| 930 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 931 | BOOST_AUTO_TEST_CASE(RefSplitter1dEndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 932 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 933 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 934 | } |
| 935 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 936 | BOOST_AUTO_TEST_CASE(RefSplitter1dEndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 937 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 938 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 939 | } |
| 940 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 941 | BOOST_AUTO_TEST_CASE(RefSplitter2dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 942 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 943 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 944 | } |
| 945 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 946 | BOOST_AUTO_TEST_CASE(RefSplitter2dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 947 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 948 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 949 | } |
| 950 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 951 | BOOST_AUTO_TEST_CASE(RefSplitter2dDim0EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 952 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 953 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 954 | } |
| 955 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 956 | BOOST_AUTO_TEST_CASE(RefSplitter2dDim1EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 957 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 958 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 959 | } |
| 960 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 961 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 962 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 963 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 964 | } |
| 965 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 966 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 967 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 968 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 969 | } |
| 970 | |
| 971 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim2EndToEndTest) |
| 972 | { |
| 973 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 974 | } |
| 975 | |
| 976 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim0EndToEndUint8Test) |
| 977 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 978 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 979 | } |
| 980 | |
| 981 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim1EndToEndUint8Test) |
| 982 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 983 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 984 | } |
| 985 | |
| 986 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim2EndToEndUint8Test) |
| 987 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 988 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 989 | } |
| 990 | |
| 991 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim0EndToEndTest) |
| 992 | { |
| 993 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 994 | } |
| 995 | |
| 996 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim1EndToEndTest) |
| 997 | { |
| 998 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 999 | } |
| 1000 | |
| 1001 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim2EndToEndTest) |
| 1002 | { |
| 1003 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1004 | } |
| 1005 | |
| 1006 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim3EndToEndTest) |
| 1007 | { |
| 1008 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1009 | } |
| 1010 | |
| 1011 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim0EndToEndUint8Test) |
| 1012 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1013 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1014 | } |
| 1015 | |
| 1016 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim1EndToEndUint8Test) |
| 1017 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1018 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1019 | } |
| 1020 | |
| 1021 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim2EndToEndUint8Test) |
| 1022 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1023 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1024 | } |
| 1025 | |
| 1026 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim3EndToEndUint8Test) |
| 1027 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1028 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1029 | } |
| 1030 | |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1031 | // TransposeConvolution2d |
| 1032 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndFloatNchwTest) |
| 1033 | { |
| 1034 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1035 | defaultBackends, armnn::DataLayout::NCHW); |
| 1036 | } |
| 1037 | |
| 1038 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndUint8NchwTest) |
| 1039 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1040 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1041 | defaultBackends, armnn::DataLayout::NCHW); |
| 1042 | } |
| 1043 | |
| 1044 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndInt16NchwTest) |
| 1045 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1046 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1047 | defaultBackends, armnn::DataLayout::NCHW); |
| 1048 | } |
| 1049 | |
| 1050 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndFloatNhwcTest) |
| 1051 | { |
| 1052 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1053 | defaultBackends, armnn::DataLayout::NHWC); |
| 1054 | } |
| 1055 | |
| 1056 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndUint8NhwcTest) |
| 1057 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1058 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1059 | defaultBackends, armnn::DataLayout::NHWC); |
| 1060 | } |
| 1061 | |
| 1062 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndInt16NhwcTest) |
| 1063 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1064 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1065 | defaultBackends, armnn::DataLayout::NHWC); |
| 1066 | } |
| 1067 | |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1068 | // Resize Bilinear |
| 1069 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndFloatNchwTest) |
| 1070 | { |
| 1071 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1072 | } |
| 1073 | |
| 1074 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndUint8NchwTest) |
| 1075 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1076 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1077 | } |
| 1078 | |
| 1079 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndInt16NchwTest) |
| 1080 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1081 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1082 | } |
| 1083 | |
| 1084 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndFloatNhwcTest) |
| 1085 | { |
| 1086 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1087 | } |
| 1088 | |
| 1089 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndUint8NhwcTest) |
| 1090 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1091 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1092 | } |
| 1093 | |
| 1094 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndInt16NhwcTest) |
| 1095 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1096 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1097 | } |
| 1098 | |
| 1099 | // Resize NearestNeighbor |
| 1100 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndFloatNchwTest) |
| 1101 | { |
| 1102 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1103 | } |
| 1104 | |
| 1105 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndUint8NchwTest) |
| 1106 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1107 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1108 | } |
| 1109 | |
| 1110 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndInt16NchwTest) |
| 1111 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1112 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1113 | } |
| 1114 | |
| 1115 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndFloatNhwcTest) |
| 1116 | { |
| 1117 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1118 | } |
| 1119 | |
| 1120 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndUint8NhwcTest) |
| 1121 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1122 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1123 | } |
| 1124 | |
| 1125 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndInt16NhwcTest) |
| 1126 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1127 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1128 | } |
| 1129 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1130 | // InstanceNormalization |
| 1131 | BOOST_AUTO_TEST_CASE(RefInstanceNormalizationNhwcEndToEndTest1) |
| 1132 | { |
| 1133 | InstanceNormalizationNhwcEndToEndTest1(defaultBackends); |
| 1134 | } |
| 1135 | |
| 1136 | BOOST_AUTO_TEST_CASE(RefInstanceNormalizationNchwEndToEndTest1) |
| 1137 | { |
| 1138 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 1139 | } |
| 1140 | |
| 1141 | BOOST_AUTO_TEST_CASE(RefInstanceNormalizationNhwcEndToEndTest2) |
| 1142 | { |
| 1143 | InstanceNormalizationNhwcEndToEndTest2(defaultBackends); |
| 1144 | } |
| 1145 | |
| 1146 | BOOST_AUTO_TEST_CASE(RefInstanceNormalizationNchwEndToEndTest2) |
| 1147 | { |
| 1148 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 1149 | } |
| 1150 | |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1151 | // ArgMinMax |
| 1152 | BOOST_AUTO_TEST_CASE(RefArgMaxSimpleTest) |
| 1153 | { |
| 1154 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1155 | } |
| 1156 | |
| 1157 | BOOST_AUTO_TEST_CASE(RefArgMaxSimpleUint8Test) |
| 1158 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1159 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1160 | } |
| 1161 | |
| 1162 | BOOST_AUTO_TEST_CASE(RefArgMinSimpleTest) |
| 1163 | { |
| 1164 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1165 | } |
| 1166 | |
| 1167 | BOOST_AUTO_TEST_CASE(RefArgMinSimpleUint8Test) |
| 1168 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1169 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1170 | } |
| 1171 | |
| 1172 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis0Test) |
| 1173 | { |
| 1174 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1175 | } |
| 1176 | |
| 1177 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis0Uint8Test) |
| 1178 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1179 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1180 | } |
| 1181 | |
| 1182 | BOOST_AUTO_TEST_CASE(RefArgMinAxis0Test) |
| 1183 | { |
| 1184 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1185 | } |
| 1186 | |
| 1187 | BOOST_AUTO_TEST_CASE(RefArgMinAxis0Uint8Test) |
| 1188 | { |
| 1189 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1190 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1191 | } |
| 1192 | |
| 1193 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis1Test) |
| 1194 | { |
| 1195 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1196 | } |
| 1197 | |
| 1198 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis1Uint8Test) |
| 1199 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1200 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1201 | } |
| 1202 | |
| 1203 | BOOST_AUTO_TEST_CASE(RefArgMinAxis1Test) |
| 1204 | { |
| 1205 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1206 | } |
| 1207 | |
| 1208 | BOOST_AUTO_TEST_CASE(RefArgMinAxis1Uint8Test) |
| 1209 | { |
| 1210 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1211 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1212 | } |
| 1213 | |
| 1214 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis2Test) |
| 1215 | { |
| 1216 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1217 | } |
| 1218 | |
| 1219 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis2Uint8Test) |
| 1220 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1221 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1222 | } |
| 1223 | |
| 1224 | BOOST_AUTO_TEST_CASE(RefArgMinAxis2Test) |
| 1225 | { |
| 1226 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1227 | } |
| 1228 | |
| 1229 | BOOST_AUTO_TEST_CASE(RefArgMinAxis2Uint8Test) |
| 1230 | { |
| 1231 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1232 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1233 | } |
| 1234 | |
| 1235 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis3Test) |
| 1236 | { |
| 1237 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1238 | } |
| 1239 | |
| 1240 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis3Uint8Test) |
| 1241 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1242 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1243 | } |
| 1244 | |
| 1245 | BOOST_AUTO_TEST_CASE(RefArgMinAxis3Test) |
| 1246 | { |
| 1247 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1248 | } |
| 1249 | |
| 1250 | BOOST_AUTO_TEST_CASE(RefArgMinAxis3Uint8Test) |
| 1251 | { |
| 1252 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1253 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1254 | } |
| 1255 | |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 1256 | BOOST_AUTO_TEST_CASE(RefQLstmEndToEndTest) |
| 1257 | { |
| 1258 | QLstmEndToEnd(defaultBackends); |
| 1259 | } |
| 1260 | |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1261 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTest) |
| 1262 | { |
| 1263 | RankEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1264 | } |
| 1265 | |
| 1266 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestFloat16) |
| 1267 | { |
| 1268 | RankEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1269 | } |
| 1270 | |
| 1271 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestInt32) |
| 1272 | { |
| 1273 | RankEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1274 | } |
| 1275 | |
| 1276 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestQAsymmS8) |
| 1277 | { |
| 1278 | RankEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1279 | } |
| 1280 | |
| 1281 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestQSymmS16) |
| 1282 | { |
| 1283 | RankEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1284 | } |
| 1285 | |
| 1286 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestQSymmS8) |
| 1287 | { |
| 1288 | RankEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1289 | } |
| 1290 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1291 | #if !defined(__ANDROID__) |
| 1292 | // Only run these tests on non Android platforms |
| 1293 | BOOST_AUTO_TEST_CASE(RefImportNonAlignedPointerTest) |
| 1294 | { |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1295 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 1296 | } |
| 1297 | |
| 1298 | BOOST_AUTO_TEST_CASE(RefExportNonAlignedPointerTest) |
| 1299 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1300 | ExportNonAlignedOutputPointerTest(defaultBackends); |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1301 | } |
| 1302 | |
| 1303 | BOOST_AUTO_TEST_CASE(RefImportAlignedPointerTest) |
| 1304 | { |
| 1305 | ImportAlignedPointerTest(defaultBackends); |
| 1306 | } |
| 1307 | |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1308 | BOOST_AUTO_TEST_CASE(RefImportOnlyWorkload) |
| 1309 | { |
| 1310 | ImportOnlyWorkload(defaultBackends); |
| 1311 | } |
| 1312 | |
| 1313 | BOOST_AUTO_TEST_CASE(RefExportOnlyWorkload) |
| 1314 | { |
| 1315 | ExportOnlyWorkload(defaultBackends); |
| 1316 | } |
| 1317 | |
| 1318 | BOOST_AUTO_TEST_CASE(RefImportAndExportWorkload) |
| 1319 | { |
| 1320 | ImportAndExportWorkload(defaultBackends); |
| 1321 | } |
| 1322 | |
| 1323 | BOOST_AUTO_TEST_CASE(RefExportOutputWithSeveralOutputSlotConnectionsTest) |
| 1324 | { |
| 1325 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
| 1326 | } |
| 1327 | |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 1328 | BOOST_AUTO_TEST_CASE(RefStridedSliceInvalidSliceEndToEndTest) |
| 1329 | { |
| 1330 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 1331 | } |
| 1332 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1333 | #endif |
| 1334 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1335 | BOOST_AUTO_TEST_SUITE_END() |