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