Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 1 | // |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 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> |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 18 | #include <backendsCommon/test/FullyConnectedEndToEndTestImpl.hpp> |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 19 | #include <backendsCommon/test/GatherEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 21 | #include <backendsCommon/test/LogSoftmaxEndToEndTestImpl.hpp> |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 22 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 23 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 24 | #include <backendsCommon/test/RankEndToEndTestImpl.hpp> |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 25 | #include <backendsCommon/test/ResizeEndToEndTestImpl.hpp> |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 26 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 27 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 28 | #include <backendsCommon/test/StridedSliceAsyncEndToEndTest.hpp> |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 29 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 30 | |
| 31 | #include <boost/test/unit_test.hpp> |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 32 | #include <boost/test/execution_monitor.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 33 | |
| 34 | BOOST_AUTO_TEST_SUITE(RefEndToEnd) |
| 35 | |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 36 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuRef}; |
| 37 | |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 38 | // Abs |
| 39 | BOOST_AUTO_TEST_CASE(RefAbsEndToEndTestFloat32) |
| 40 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 41 | std::vector<float> expectedOutput = |
| 42 | { |
| 43 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 44 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 45 | }; |
| 46 | |
| 47 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 48 | UnaryOperation::Abs, |
| 49 | expectedOutput); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 50 | } |
| 51 | |
| 52 | BOOST_AUTO_TEST_CASE(RefAbsEndToEndTestUint8) |
| 53 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 54 | // Note the expected output will be implicitly quantized by the below test function |
| 55 | std::vector<float> expectedOutput = |
| 56 | { |
| 57 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 58 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 59 | }; |
| 60 | |
| 61 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
| 62 | UnaryOperation::Abs, |
| 63 | expectedOutput); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 64 | } |
| 65 | |
| 66 | BOOST_AUTO_TEST_CASE(RefAbsEndToEndTestInt16) |
| 67 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 68 | // Note the expected output will be implicitly quantized by the below test function |
| 69 | std::vector<float> expectedOutput = |
| 70 | { |
| 71 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 72 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 73 | }; |
| 74 | |
| 75 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
| 76 | UnaryOperation::Abs, |
| 77 | expectedOutput); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 78 | } |
| 79 | |
| 80 | // Constant |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 81 | BOOST_AUTO_TEST_CASE(ConstantUsage_Ref_Float32) |
| 82 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 83 | BOOST_TEST(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 84 | } |
| 85 | |
| 86 | BOOST_AUTO_TEST_CASE(ConstantUsage_Ref_Uint8) |
| 87 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 88 | BOOST_TEST(ConstantUsageUint8Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 89 | } |
| 90 | |
| 91 | BOOST_AUTO_TEST_CASE(Unsigned8) |
| 92 | { |
| 93 | using namespace armnn; |
| 94 | |
| 95 | // Create runtime in which test will run |
| 96 | armnn::IRuntime::CreationOptions options; |
| 97 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 98 | |
| 99 | // Builds up the structure of the network. |
| 100 | armnn::INetworkPtr net(INetwork::Create()); |
| 101 | |
| 102 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 103 | IConnectableLayer* softmax = net->AddSoftmaxLayer(SoftmaxDescriptor(), "softmax"); |
| 104 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 105 | |
| 106 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 107 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 108 | |
| 109 | // Sets the tensors in the network. |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 110 | TensorInfo inputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 111 | inputTensorInfo.SetQuantizationOffset(100); |
| 112 | inputTensorInfo.SetQuantizationScale(10000.0f); |
| 113 | input->GetOutputSlot(0).SetTensorInfo(inputTensorInfo); |
| 114 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 115 | TensorInfo outputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 116 | outputTensorInfo.SetQuantizationOffset(0); |
| 117 | outputTensorInfo.SetQuantizationScale(1.0f/255.0f); |
| 118 | softmax->GetOutputSlot(0).SetTensorInfo(outputTensorInfo); |
| 119 | |
| 120 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 121 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 122 | |
| 123 | // Loads it into the runtime. |
| 124 | NetworkId netId; |
| 125 | auto error = runtime->LoadNetwork(netId, std::move(optNet)); |
| 126 | BOOST_TEST(error == Status::Success); |
| 127 | |
| 128 | // Creates structures for input & output. |
| 129 | std::vector<uint8_t> inputData |
| 130 | { |
| 131 | 1, 10, 3, 200, 5 // Some inputs - one of which is sufficiently larger than the others to saturate softmax. |
| 132 | }; |
| 133 | std::vector<uint8_t> outputData(5); |
| 134 | |
| 135 | armnn::InputTensors inputTensors |
| 136 | { |
| 137 | {0, armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), inputData.data())} |
| 138 | }; |
| 139 | armnn::OutputTensors outputTensors |
| 140 | { |
| 141 | {0, armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 142 | }; |
| 143 | |
| 144 | // Does the inference. |
| 145 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 146 | |
| 147 | // Checks the results. |
| 148 | BOOST_TEST(outputData[0] == 0); |
| 149 | BOOST_TEST(outputData[1] == 0); |
| 150 | BOOST_TEST(outputData[2] == 0); |
| 151 | BOOST_TEST(outputData[3] == 255); // softmax has been saturated. |
| 152 | BOOST_TEST(outputData[4] == 0); |
| 153 | } |
| 154 | |
| 155 | BOOST_AUTO_TEST_CASE(TrivialAdd) |
| 156 | { |
| 157 | // This test was designed to match "AddTwo" in android nn/runtime/test/TestTrivialModel.cpp. |
| 158 | |
| 159 | using namespace armnn; |
| 160 | |
| 161 | // Create runtime in which test will run |
| 162 | armnn::IRuntime::CreationOptions options; |
| 163 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 164 | |
| 165 | // Builds up the structure of the network. |
| 166 | armnn::INetworkPtr net(INetwork::Create()); |
| 167 | |
| 168 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 169 | IConnectableLayer* input2 = net->AddInputLayer(1); |
| 170 | IConnectableLayer* add = net->AddAdditionLayer(); |
| 171 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 172 | |
| 173 | input1->GetOutputSlot(0).Connect(add->GetInputSlot(0)); |
| 174 | input2->GetOutputSlot(0).Connect(add->GetInputSlot(1)); |
| 175 | add->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 176 | |
| 177 | // Sets the tensors in the network. |
| 178 | TensorInfo tensorInfo(TensorShape({3, 4}), DataType::Float32); |
| 179 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 180 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 181 | add->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 182 | |
| 183 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 184 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 185 | |
| 186 | // Loads it into the runtime. |
| 187 | NetworkId netId; |
| 188 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 189 | |
| 190 | // Creates structures for input & output - matching android nn test. |
| 191 | std::vector<float> input1Data |
| 192 | { |
| 193 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 194 | }; |
| 195 | std::vector<float> input2Data |
| 196 | { |
| 197 | 100.f, 200.f, 300.f, 400.f, 500.f, 600.f, 700.f, 800.f, 900.f, 1000.f, 1100.f, 1200.f |
| 198 | }; |
| 199 | std::vector<float> outputData(12); |
| 200 | |
| 201 | InputTensors inputTensors |
| 202 | { |
| 203 | {0,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), input1Data.data())}, |
| 204 | {1,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), input2Data.data())} |
| 205 | }; |
| 206 | OutputTensors outputTensors |
| 207 | { |
| 208 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 209 | }; |
| 210 | |
| 211 | // Does the inference. |
| 212 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 213 | |
| 214 | // Checks the results |
| 215 | BOOST_TEST(outputData[0] == 101); |
| 216 | BOOST_TEST(outputData[1] == 202); |
| 217 | BOOST_TEST(outputData[2] == 303); |
| 218 | BOOST_TEST(outputData[3] == 404); |
| 219 | BOOST_TEST(outputData[4] == 505); |
| 220 | BOOST_TEST(outputData[5] == 606); |
| 221 | BOOST_TEST(outputData[6] == 707); |
| 222 | BOOST_TEST(outputData[7] == 808); |
| 223 | BOOST_TEST(outputData[8] == 909); |
| 224 | BOOST_TEST(outputData[9] == 1010); |
| 225 | BOOST_TEST(outputData[10] == 1111); |
| 226 | BOOST_TEST(outputData[11] == 1212); |
| 227 | } |
| 228 | |
| 229 | BOOST_AUTO_TEST_CASE(MultipleOutputs) |
| 230 | { |
| 231 | using namespace armnn; |
| 232 | |
| 233 | // Create runtime in which test will run |
| 234 | armnn::IRuntime::CreationOptions options; |
| 235 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 236 | |
| 237 | // Builds up the structure of the network. |
| 238 | INetworkPtr net(INetwork::Create()); |
| 239 | |
| 240 | IConnectableLayer* input = net->AddInputLayer(0); |
| 241 | |
| 242 | // ReLu1 |
| 243 | ActivationDescriptor activation1Descriptor; |
| 244 | activation1Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 245 | activation1Descriptor.m_A = 1.f; |
| 246 | activation1Descriptor.m_B = -1.f; |
| 247 | IConnectableLayer* activation1 = net->AddActivationLayer(activation1Descriptor); |
| 248 | |
| 249 | // ReLu6 |
| 250 | ActivationDescriptor activation2Descriptor; |
| 251 | activation2Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 252 | activation2Descriptor.m_A = 6.0f; |
| 253 | IConnectableLayer* activation2 = net->AddActivationLayer(activation2Descriptor); |
| 254 | |
| 255 | // BoundedReLu(min=2, max=5) |
| 256 | ActivationDescriptor activation3Descriptor; |
| 257 | activation3Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 258 | activation3Descriptor.m_A = 5.0f; |
| 259 | activation3Descriptor.m_B = 2.0f; |
| 260 | IConnectableLayer* activation3 = net->AddActivationLayer(activation3Descriptor); |
| 261 | |
| 262 | IConnectableLayer* output1 = net->AddOutputLayer(0); |
| 263 | IConnectableLayer* output2 = net->AddOutputLayer(1); |
| 264 | IConnectableLayer* output3 = net->AddOutputLayer(2); |
| 265 | |
| 266 | input->GetOutputSlot(0).Connect(activation1->GetInputSlot(0)); |
| 267 | input->GetOutputSlot(0).Connect(activation2->GetInputSlot(0)); |
| 268 | input->GetOutputSlot(0).Connect(activation3->GetInputSlot(0)); |
| 269 | |
| 270 | activation1->GetOutputSlot(0).Connect(output1->GetInputSlot(0)); |
| 271 | activation2->GetOutputSlot(0).Connect(output2->GetInputSlot(0)); |
| 272 | activation3->GetOutputSlot(0).Connect(output3->GetInputSlot(0)); |
| 273 | |
| 274 | // Sets the tensors in the network. |
| 275 | TensorInfo tensorInfo(TensorShape({ 10 }), DataType::Float32); |
| 276 | input->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 277 | activation1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 278 | activation2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 279 | activation3->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 280 | |
| 281 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 282 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 283 | |
| 284 | // Loads it into the runtime. |
| 285 | NetworkId netId; |
| 286 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 287 | |
| 288 | // Creates structures for input & output. |
| 289 | 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 }; |
| 290 | |
| 291 | std::vector<float> output1Data(inputData.size()); |
| 292 | std::vector<float> output2Data(inputData.size()); |
| 293 | std::vector<float> output3Data(inputData.size()); |
| 294 | |
| 295 | InputTensors inputTensors |
| 296 | { |
| 297 | {0,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), inputData.data())} |
| 298 | }; |
| 299 | OutputTensors outputTensors |
| 300 | { |
| 301 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), output1Data.data())}, |
| 302 | {1,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 1), output2Data.data())}, |
| 303 | {2,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 2), output3Data.data())} |
| 304 | }; |
| 305 | |
| 306 | // Does the inference. |
| 307 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 308 | |
| 309 | // Checks the results. |
| 310 | 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 |
| 311 | 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 |
| 312 | 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] |
| 313 | } |
| 314 | |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 315 | BOOST_AUTO_TEST_CASE(TrivialMin) |
| 316 | { |
| 317 | using namespace armnn; |
| 318 | |
| 319 | // Create runtime in which test will run |
| 320 | armnn::IRuntime::CreationOptions options; |
| 321 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 322 | |
| 323 | // Builds up the structure of the network. |
| 324 | armnn::INetworkPtr net(INetwork::Create()); |
| 325 | |
| 326 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 327 | IConnectableLayer* input2 = net->AddInputLayer(1); |
| 328 | IConnectableLayer* min = net->AddMinimumLayer(); |
| 329 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 330 | |
| 331 | input1->GetOutputSlot(0).Connect(min->GetInputSlot(0)); |
| 332 | input2->GetOutputSlot(0).Connect(min->GetInputSlot(1)); |
| 333 | min->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 334 | |
| 335 | // Sets the tensors in the network. |
| 336 | TensorInfo tensorInfo(TensorShape({1, 1, 1, 4}), DataType::Float32); |
| 337 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 338 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 339 | min->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 340 | |
| 341 | // optimize the network |
| 342 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
| 343 | |
| 344 | // Loads it into the runtime. |
| 345 | NetworkId netId; |
| 346 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 347 | |
| 348 | // Creates structures for input & output - matching android nn test. |
| 349 | std::vector<float> input1Data |
| 350 | { |
| 351 | 1.0f, 2.0f, 3.0f, 4.0f |
| 352 | }; |
| 353 | std::vector<float> input2Data |
| 354 | { |
| 355 | 2.0f, 1.0f, 5.0f, 2.0f |
| 356 | }; |
| 357 | std::vector<float> outputData(4); |
| 358 | |
| 359 | InputTensors inputTensors |
| 360 | { |
| 361 | {0,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), input1Data.data())}, |
| 362 | {1,armnn::ConstTensor(runtime->GetInputTensorInfo(netId, 0), input2Data.data())} |
| 363 | }; |
| 364 | OutputTensors outputTensors |
| 365 | { |
| 366 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 367 | }; |
| 368 | |
| 369 | // Does the inference. |
| 370 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 371 | |
| 372 | // Checks the results |
| 373 | BOOST_TEST(outputData[0] == 1); |
| 374 | BOOST_TEST(outputData[1] == 1); |
| 375 | BOOST_TEST(outputData[2] == 3); |
| 376 | BOOST_TEST(outputData[3] == 2); |
| 377 | } |
| 378 | |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 379 | BOOST_AUTO_TEST_CASE(RefEqualSimpleEndToEndTest) |
| 380 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 381 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 382 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 383 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 384 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 385 | ComparisonOperation::Equal, |
| 386 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 387 | } |
| 388 | |
| 389 | BOOST_AUTO_TEST_CASE(RefGreaterSimpleEndToEndTest) |
| 390 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 391 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 392 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 393 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 394 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 395 | ComparisonOperation::Greater, |
| 396 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 397 | } |
| 398 | |
| 399 | BOOST_AUTO_TEST_CASE(RefEqualSimpleEndToEndUint8Test) |
| 400 | { |
| 401 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 402 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
| 403 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 404 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 405 | ComparisonOperation::Equal, |
| 406 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 407 | } |
| 408 | |
| 409 | BOOST_AUTO_TEST_CASE(RefGreaterSimpleEndToEndUint8Test) |
| 410 | { |
| 411 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 412 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 413 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 414 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 415 | ComparisonOperation::Greater, |
| 416 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 417 | } |
| 418 | |
| 419 | BOOST_AUTO_TEST_CASE(RefEqualBroadcastEndToEndTest) |
| 420 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 421 | const std::vector<uint8_t> expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 422 | 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 423 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 424 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 425 | ComparisonOperation::Equal, |
| 426 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 427 | } |
| 428 | |
| 429 | BOOST_AUTO_TEST_CASE(RefGreaterBroadcastEndToEndTest) |
| 430 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 431 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 432 | 1, 1, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 433 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 434 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 435 | ComparisonOperation::Greater, |
| 436 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 437 | } |
| 438 | |
| 439 | BOOST_AUTO_TEST_CASE(RefEqualBroadcastEndToEndUint8Test) |
| 440 | { |
| 441 | const std::vector<uint8_t > expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 442 | 0, 0, 0, 0, 0, 0 }); |
| 443 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 444 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 445 | ComparisonOperation::Equal, |
| 446 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 447 | } |
| 448 | |
| 449 | BOOST_AUTO_TEST_CASE(RefGreaterBroadcastEndToEndUint8Test) |
| 450 | { |
| 451 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 452 | 1, 1, 1, 1, 1, 1 }); |
| 453 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 454 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 455 | ComparisonOperation::Greater, |
| 456 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 457 | } |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 458 | |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 459 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndFloat32NHWCTest) |
| 460 | { |
| 461 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 462 | } |
| 463 | |
| 464 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndUint8NHWCTest) |
| 465 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 466 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 467 | } |
| 468 | |
| 469 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndQSymm16NHWCTest) |
| 470 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 471 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 472 | } |
| 473 | |
| 474 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndFloat32NCHWTest) |
| 475 | { |
| 476 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 477 | } |
| 478 | |
| 479 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndUint8NCHWTest) |
| 480 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 481 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 482 | } |
| 483 | |
| 484 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndQSymm16NCHWTest) |
| 485 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 486 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 487 | } |
| 488 | |
| 489 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexFloat32NHWCTest) |
| 490 | { |
| 491 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 492 | } |
| 493 | |
| 494 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexUint8NHWCTest) |
| 495 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 496 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 497 | } |
| 498 | |
| 499 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexQSymm16NHWCTest) |
| 500 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 501 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 502 | } |
| 503 | |
| 504 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexFloat32NCHWTest) |
| 505 | { |
| 506 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 507 | } |
| 508 | |
| 509 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexUint8NCHWTest) |
| 510 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 511 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 512 | } |
| 513 | |
| 514 | BOOST_AUTO_TEST_CASE(RefBatchToSpaceNdEndToEndComplexQSymm16NCHWTest) |
| 515 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 516 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 517 | } |
| 518 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 519 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim0Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 520 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 521 | ConcatDim0EndToEnd<armnn::DataType::Float32>(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(RefConcatEndToEndDim0Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 525 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 526 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(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(RefConcatEndToEndDim1Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 530 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 531 | ConcatDim1EndToEnd<armnn::DataType::Float32>(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(RefConcatEndToEndDim1Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 535 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 536 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(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(RefConcatEndToEndDim2Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 540 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 541 | ConcatDim2EndToEnd<armnn::DataType::Float32>(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(RefConcatEndToEndDim2Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 545 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 546 | ConcatDim2EndToEnd<armnn::DataType::QAsymmU8>(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(RefConcatEndToEndDim3Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 550 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 551 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 552 | } |
| 553 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 554 | BOOST_AUTO_TEST_CASE(RefConcatEndToEndDim3Uint8Test) |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 555 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 556 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 557 | } |
| 558 | |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 559 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestFloat32) |
| 560 | { |
| 561 | EluEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 562 | } |
| 563 | |
| 564 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestFloat16) |
| 565 | { |
| 566 | EluEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 567 | } |
| 568 | |
| 569 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestBFloat16) |
| 570 | { |
| 571 | EluEndToEndTest<armnn::DataType::BFloat16>(defaultBackends); |
| 572 | } |
| 573 | |
| 574 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestQAsymmS8) |
| 575 | { |
| 576 | EluEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 577 | } |
| 578 | |
| 579 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestQAsymmU8) |
| 580 | { |
| 581 | EluEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 582 | } |
| 583 | |
| 584 | BOOST_AUTO_TEST_CASE(RefEluEndToEndTestQSymmS16) |
| 585 | { |
| 586 | EluEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 587 | } |
| 588 | |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 589 | BOOST_AUTO_TEST_CASE(RefFillEndToEndTest) |
| 590 | { |
| 591 | FillEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 592 | } |
| 593 | |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 594 | BOOST_AUTO_TEST_CASE(RefFillEndToEndTestFloat16) |
| 595 | { |
| 596 | FillEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 597 | } |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 598 | |
| 599 | BOOST_AUTO_TEST_CASE(RefFillEndToEndTestInt32) |
| 600 | { |
| 601 | FillEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 602 | } |
| 603 | |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 604 | BOOST_AUTO_TEST_CASE(RefFullyConnectedEndToEndTestInt32) |
| 605 | { |
| 606 | FullyConnectedWithDynamicWeightsEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 607 | } |
| 608 | |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 609 | BOOST_AUTO_TEST_CASE(RefGatherFloatTest) |
| 610 | { |
| 611 | GatherEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 612 | } |
| 613 | |
| 614 | BOOST_AUTO_TEST_CASE(RefGatherUint8Test) |
| 615 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 616 | GatherEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 617 | } |
| 618 | |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 619 | BOOST_AUTO_TEST_CASE(RefGatherInt16Test) |
| 620 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 621 | GatherEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 622 | } |
| 623 | |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 624 | BOOST_AUTO_TEST_CASE(RefGatherMultiDimFloatTest) |
| 625 | { |
| 626 | GatherMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 627 | } |
| 628 | |
| 629 | BOOST_AUTO_TEST_CASE(RefGatherMultiDimUint8Test) |
| 630 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 631 | GatherMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 632 | } |
| 633 | |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 634 | BOOST_AUTO_TEST_CASE(RefGatherMultiDimInt16Test) |
| 635 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 636 | GatherMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 637 | } |
| 638 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 639 | // DepthToSpace |
| 640 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat32) |
| 641 | { |
| 642 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 643 | } |
| 644 | |
| 645 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwFloat16) |
| 646 | { |
| 647 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 648 | } |
| 649 | |
| 650 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwUint8) |
| 651 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 652 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 653 | } |
| 654 | |
| 655 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNchwInt16) |
| 656 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 657 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 658 | } |
| 659 | |
| 660 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat32) |
| 661 | { |
| 662 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 663 | } |
| 664 | |
| 665 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcFloat16) |
| 666 | { |
| 667 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 668 | } |
| 669 | |
| 670 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcUint8) |
| 671 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 672 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 673 | } |
| 674 | |
| 675 | BOOST_AUTO_TEST_CASE(DephtToSpaceEndToEndNhwcInt16) |
| 676 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 677 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 678 | } |
| 679 | |
| 680 | // Dequantize |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 681 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleTest) |
| 682 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 683 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 684 | } |
| 685 | |
| 686 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetTest) |
| 687 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 688 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 689 | } |
| 690 | |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 691 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndSimpleInt16Test) |
| 692 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 693 | DequantizeEndToEndSimple<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 694 | } |
| 695 | |
| 696 | BOOST_AUTO_TEST_CASE(DequantizeEndToEndOffsetInt16Test) |
| 697 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 698 | DequantizeEndToEndOffset<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 699 | } |
| 700 | |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 701 | BOOST_AUTO_TEST_CASE(RefDetectionPostProcessRegularNmsTest) |
| 702 | { |
| 703 | std::vector<float> boxEncodings({ |
| 704 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 705 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 706 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 707 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 708 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 709 | 0.0f, 0.0f, 0.0f, 0.0f |
| 710 | }); |
| 711 | std::vector<float> scores({ |
| 712 | 0.0f, 0.9f, 0.8f, |
| 713 | 0.0f, 0.75f, 0.72f, |
| 714 | 0.0f, 0.6f, 0.5f, |
| 715 | 0.0f, 0.93f, 0.95f, |
| 716 | 0.0f, 0.5f, 0.4f, |
| 717 | 0.0f, 0.3f, 0.2f |
| 718 | }); |
| 719 | std::vector<float> anchors({ |
| 720 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 721 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 722 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 723 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 724 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 725 | 0.5f, 100.5f, 1.0f, 1.0f |
| 726 | }); |
| 727 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 728 | } |
| 729 | |
| 730 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 731 | { |
| 732 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 733 | { |
| 734 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 735 | } |
| 736 | } |
| 737 | |
| 738 | BOOST_AUTO_TEST_CASE(RefDetectionPostProcessRegularNmsUint8Test) |
| 739 | { |
| 740 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 741 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 742 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 743 | |
| 744 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 745 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 746 | scoresInfo.SetQuantizationScale(0.01f); |
| 747 | scoresInfo.SetQuantizationOffset(0); |
| 748 | anchorsInfo.SetQuantizationScale(0.5f); |
| 749 | anchorsInfo.SetQuantizationOffset(0); |
| 750 | |
| 751 | std::vector<float> boxEncodings({ |
| 752 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 753 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 754 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 755 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 756 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 757 | 0.0f, 0.0f, 0.0f, 0.0f |
| 758 | }); |
| 759 | std::vector<float> scores({ |
| 760 | 0.0f, 0.9f, 0.8f, |
| 761 | 0.0f, 0.75f, 0.72f, |
| 762 | 0.0f, 0.6f, 0.5f, |
| 763 | 0.0f, 0.93f, 0.95f, |
| 764 | 0.0f, 0.5f, 0.4f, |
| 765 | 0.0f, 0.3f, 0.2f |
| 766 | }); |
| 767 | std::vector<float> anchors({ |
| 768 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 769 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 770 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 771 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 772 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 773 | 0.5f, 100.5f, 1.0f, 1.0f |
| 774 | }); |
| 775 | |
| 776 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 777 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 778 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 779 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 780 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 781 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 782 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 783 | qScores, qAnchors, |
| 784 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 785 | } |
| 786 | |
| 787 | BOOST_AUTO_TEST_CASE(RefDetectionPostProcessFastNmsTest) |
| 788 | { |
| 789 | std::vector<float> boxEncodings({ |
| 790 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 791 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 792 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 793 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 794 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 795 | 0.0f, 0.0f, 0.0f, 0.0f |
| 796 | }); |
| 797 | std::vector<float> scores({ |
| 798 | 0.0f, 0.9f, 0.8f, |
| 799 | 0.0f, 0.75f, 0.72f, |
| 800 | 0.0f, 0.6f, 0.5f, |
| 801 | 0.0f, 0.93f, 0.95f, |
| 802 | 0.0f, 0.5f, 0.4f, |
| 803 | 0.0f, 0.3f, 0.2f |
| 804 | }); |
| 805 | std::vector<float> anchors({ |
| 806 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 807 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 808 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 809 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 810 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 811 | 0.5f, 100.5f, 1.0f, 1.0f |
| 812 | }); |
| 813 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 814 | } |
| 815 | |
| 816 | BOOST_AUTO_TEST_CASE(RefDetectionPostProcessFastNmsUint8Test) |
| 817 | { |
| 818 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 819 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 820 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 821 | |
| 822 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 823 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 824 | scoresInfo.SetQuantizationScale(0.01f); |
| 825 | scoresInfo.SetQuantizationOffset(0); |
| 826 | anchorsInfo.SetQuantizationScale(0.5f); |
| 827 | anchorsInfo.SetQuantizationOffset(0); |
| 828 | |
| 829 | std::vector<float> boxEncodings({ |
| 830 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 831 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 832 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 833 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 834 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 835 | 0.0f, 0.0f, 0.0f, 0.0f |
| 836 | }); |
| 837 | std::vector<float> scores({ |
| 838 | 0.0f, 0.9f, 0.8f, |
| 839 | 0.0f, 0.75f, 0.72f, |
| 840 | 0.0f, 0.6f, 0.5f, |
| 841 | 0.0f, 0.93f, 0.95f, |
| 842 | 0.0f, 0.5f, 0.4f, |
| 843 | 0.0f, 0.3f, 0.2f |
| 844 | }); |
| 845 | std::vector<float> anchors({ |
| 846 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 847 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 848 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 849 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 850 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 851 | 0.5f, 100.5f, 1.0f, 1.0f |
| 852 | }); |
| 853 | |
| 854 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 855 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 856 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 857 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 858 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 859 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 860 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 861 | qScores, qAnchors, |
| 862 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 863 | } |
| 864 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 865 | // HardSwish |
| 866 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestFloat32) |
| 867 | { |
| 868 | HardSwishEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 869 | } |
| 870 | |
| 871 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestFloat16) |
| 872 | { |
| 873 | HardSwishEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 874 | } |
| 875 | |
| 876 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestBFloat16) |
| 877 | { |
| 878 | HardSwishEndToEndTest<armnn::DataType::BFloat16>(defaultBackends); |
| 879 | } |
| 880 | |
| 881 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestQAsymmS8) |
| 882 | { |
| 883 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 884 | } |
| 885 | |
| 886 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestQAsymmU8) |
| 887 | { |
| 888 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 889 | } |
| 890 | |
| 891 | BOOST_AUTO_TEST_CASE(RefHardSwishEndToEndTestQSymmS16) |
| 892 | { |
| 893 | HardSwishEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 894 | } |
| 895 | |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 896 | // LogSoftmax |
| 897 | BOOST_AUTO_TEST_CASE(RefLogSoftmaxEndToEndTest) |
| 898 | { |
| 899 | LogSoftmaxEndToEndTest(defaultBackends); |
| 900 | } |
| 901 | |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 902 | BOOST_AUTO_TEST_CASE(RefPreluEndToEndTestFloat32) |
| 903 | { |
| 904 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 905 | } |
| 906 | |
| 907 | BOOST_AUTO_TEST_CASE(RefPreluEndToEndTestUint8) |
| 908 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 909 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 910 | } |
| 911 | |
| 912 | BOOST_AUTO_TEST_CASE(RefPreluEndToEndTestQSymm16) |
| 913 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 914 | PreluEndToEndPositiveTest<armnn::DataType::QSymmS16>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 915 | } |
| 916 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 917 | BOOST_AUTO_TEST_CASE(RefSpaceToDepthNhwcEndToEndTest1) |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 918 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 919 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 920 | } |
| 921 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 922 | BOOST_AUTO_TEST_CASE(RefSpaceToDepthNchwEndToEndTest1) |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 923 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 924 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 925 | |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 926 | } |
| 927 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 928 | BOOST_AUTO_TEST_CASE(RefSpaceToDepthNhwcEndToEndTest2) |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 929 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 930 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 931 | } |
| 932 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 933 | BOOST_AUTO_TEST_CASE(RefSpaceToDepthNchwEndToEndTest2) |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 934 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 935 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 936 | } |
| 937 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 938 | BOOST_AUTO_TEST_CASE(RefSplitter1dEndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 939 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 940 | Splitter1dEndToEnd<armnn::DataType::Float32>(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(RefSplitter1dEndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 944 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 945 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(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(RefSplitter2dDim0EndToEndTest) |
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 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 951 | } |
| 952 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 953 | BOOST_AUTO_TEST_CASE(RefSplitter2dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 954 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 955 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 956 | } |
| 957 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 958 | BOOST_AUTO_TEST_CASE(RefSplitter2dDim0EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 959 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 960 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 961 | } |
| 962 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 963 | BOOST_AUTO_TEST_CASE(RefSplitter2dDim1EndToEndUint8Test) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 964 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 965 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 966 | } |
| 967 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 968 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim0EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 969 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 970 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 971 | } |
| 972 | |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 973 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim1EndToEndTest) |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 974 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 975 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 976 | } |
| 977 | |
| 978 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim2EndToEndTest) |
| 979 | { |
| 980 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 981 | } |
| 982 | |
| 983 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim0EndToEndUint8Test) |
| 984 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 985 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 986 | } |
| 987 | |
| 988 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim1EndToEndUint8Test) |
| 989 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 990 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 991 | } |
| 992 | |
| 993 | BOOST_AUTO_TEST_CASE(RefSplitter3dDim2EndToEndUint8Test) |
| 994 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 995 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 996 | } |
| 997 | |
| 998 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim0EndToEndTest) |
| 999 | { |
| 1000 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1001 | } |
| 1002 | |
| 1003 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim1EndToEndTest) |
| 1004 | { |
| 1005 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1006 | } |
| 1007 | |
| 1008 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim2EndToEndTest) |
| 1009 | { |
| 1010 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1011 | } |
| 1012 | |
| 1013 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim3EndToEndTest) |
| 1014 | { |
| 1015 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1016 | } |
| 1017 | |
| 1018 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim0EndToEndUint8Test) |
| 1019 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1020 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1021 | } |
| 1022 | |
| 1023 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim1EndToEndUint8Test) |
| 1024 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1025 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1026 | } |
| 1027 | |
| 1028 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim2EndToEndUint8Test) |
| 1029 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1030 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1031 | } |
| 1032 | |
| 1033 | BOOST_AUTO_TEST_CASE(RefSplitter4dDim3EndToEndUint8Test) |
| 1034 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1035 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1036 | } |
| 1037 | |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1038 | // TransposeConvolution2d |
| 1039 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndFloatNchwTest) |
| 1040 | { |
| 1041 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1042 | defaultBackends, armnn::DataLayout::NCHW); |
| 1043 | } |
| 1044 | |
| 1045 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndUint8NchwTest) |
| 1046 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1047 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1048 | defaultBackends, armnn::DataLayout::NCHW); |
| 1049 | } |
| 1050 | |
| 1051 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndInt16NchwTest) |
| 1052 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1053 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1054 | defaultBackends, armnn::DataLayout::NCHW); |
| 1055 | } |
| 1056 | |
| 1057 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndFloatNhwcTest) |
| 1058 | { |
| 1059 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1060 | defaultBackends, armnn::DataLayout::NHWC); |
| 1061 | } |
| 1062 | |
| 1063 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndUint8NhwcTest) |
| 1064 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1065 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1066 | defaultBackends, armnn::DataLayout::NHWC); |
| 1067 | } |
| 1068 | |
| 1069 | BOOST_AUTO_TEST_CASE(RefTransposeConvolution2dEndToEndInt16NhwcTest) |
| 1070 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1071 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1072 | defaultBackends, armnn::DataLayout::NHWC); |
| 1073 | } |
| 1074 | |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1075 | // Resize Bilinear |
| 1076 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndFloatNchwTest) |
| 1077 | { |
| 1078 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1079 | } |
| 1080 | |
| 1081 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndUint8NchwTest) |
| 1082 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1083 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1084 | } |
| 1085 | |
| 1086 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndInt16NchwTest) |
| 1087 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1088 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1089 | } |
| 1090 | |
| 1091 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndFloatNhwcTest) |
| 1092 | { |
| 1093 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1094 | } |
| 1095 | |
| 1096 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndUint8NhwcTest) |
| 1097 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1098 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1099 | } |
| 1100 | |
| 1101 | BOOST_AUTO_TEST_CASE(RefResizeBilinearEndToEndInt16NhwcTest) |
| 1102 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1103 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1104 | } |
| 1105 | |
| 1106 | // Resize NearestNeighbor |
| 1107 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndFloatNchwTest) |
| 1108 | { |
| 1109 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1110 | } |
| 1111 | |
| 1112 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndUint8NchwTest) |
| 1113 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1114 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1115 | } |
| 1116 | |
| 1117 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndInt16NchwTest) |
| 1118 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1119 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1120 | } |
| 1121 | |
| 1122 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndFloatNhwcTest) |
| 1123 | { |
| 1124 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1125 | } |
| 1126 | |
| 1127 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndUint8NhwcTest) |
| 1128 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1129 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1130 | } |
| 1131 | |
| 1132 | BOOST_AUTO_TEST_CASE(RefResizeNearestNeighborEndToEndInt16NhwcTest) |
| 1133 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1134 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1135 | } |
| 1136 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1137 | // InstanceNormalization |
| 1138 | BOOST_AUTO_TEST_CASE(RefInstanceNormalizationNhwcEndToEndTest1) |
| 1139 | { |
| 1140 | InstanceNormalizationNhwcEndToEndTest1(defaultBackends); |
| 1141 | } |
| 1142 | |
| 1143 | BOOST_AUTO_TEST_CASE(RefInstanceNormalizationNchwEndToEndTest1) |
| 1144 | { |
| 1145 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 1146 | } |
| 1147 | |
| 1148 | BOOST_AUTO_TEST_CASE(RefInstanceNormalizationNhwcEndToEndTest2) |
| 1149 | { |
| 1150 | InstanceNormalizationNhwcEndToEndTest2(defaultBackends); |
| 1151 | } |
| 1152 | |
| 1153 | BOOST_AUTO_TEST_CASE(RefInstanceNormalizationNchwEndToEndTest2) |
| 1154 | { |
| 1155 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 1156 | } |
| 1157 | |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1158 | // ArgMinMax |
| 1159 | BOOST_AUTO_TEST_CASE(RefArgMaxSimpleTest) |
| 1160 | { |
| 1161 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1162 | } |
| 1163 | |
| 1164 | BOOST_AUTO_TEST_CASE(RefArgMaxSimpleUint8Test) |
| 1165 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1166 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1167 | } |
| 1168 | |
| 1169 | BOOST_AUTO_TEST_CASE(RefArgMinSimpleTest) |
| 1170 | { |
| 1171 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1172 | } |
| 1173 | |
| 1174 | BOOST_AUTO_TEST_CASE(RefArgMinSimpleUint8Test) |
| 1175 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1176 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1177 | } |
| 1178 | |
| 1179 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis0Test) |
| 1180 | { |
| 1181 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1182 | } |
| 1183 | |
| 1184 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis0Uint8Test) |
| 1185 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1186 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1187 | } |
| 1188 | |
| 1189 | BOOST_AUTO_TEST_CASE(RefArgMinAxis0Test) |
| 1190 | { |
| 1191 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1192 | } |
| 1193 | |
| 1194 | BOOST_AUTO_TEST_CASE(RefArgMinAxis0Uint8Test) |
| 1195 | { |
| 1196 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1197 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1198 | } |
| 1199 | |
| 1200 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis1Test) |
| 1201 | { |
| 1202 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1203 | } |
| 1204 | |
| 1205 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis1Uint8Test) |
| 1206 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1207 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1208 | } |
| 1209 | |
| 1210 | BOOST_AUTO_TEST_CASE(RefArgMinAxis1Test) |
| 1211 | { |
| 1212 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1213 | } |
| 1214 | |
| 1215 | BOOST_AUTO_TEST_CASE(RefArgMinAxis1Uint8Test) |
| 1216 | { |
| 1217 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1218 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1219 | } |
| 1220 | |
| 1221 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis2Test) |
| 1222 | { |
| 1223 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1224 | } |
| 1225 | |
| 1226 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis2Uint8Test) |
| 1227 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1228 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1229 | } |
| 1230 | |
| 1231 | BOOST_AUTO_TEST_CASE(RefArgMinAxis2Test) |
| 1232 | { |
| 1233 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1234 | } |
| 1235 | |
| 1236 | BOOST_AUTO_TEST_CASE(RefArgMinAxis2Uint8Test) |
| 1237 | { |
| 1238 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1239 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1240 | } |
| 1241 | |
| 1242 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis3Test) |
| 1243 | { |
| 1244 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1245 | } |
| 1246 | |
| 1247 | BOOST_AUTO_TEST_CASE(RefArgMaxAxis3Uint8Test) |
| 1248 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1249 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1250 | } |
| 1251 | |
| 1252 | BOOST_AUTO_TEST_CASE(RefArgMinAxis3Test) |
| 1253 | { |
| 1254 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1255 | } |
| 1256 | |
| 1257 | BOOST_AUTO_TEST_CASE(RefArgMinAxis3Uint8Test) |
| 1258 | { |
| 1259 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1260 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1261 | } |
| 1262 | |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 1263 | BOOST_AUTO_TEST_CASE(RefQLstmEndToEndTest) |
| 1264 | { |
| 1265 | QLstmEndToEnd(defaultBackends); |
| 1266 | } |
| 1267 | |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1268 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTest) |
| 1269 | { |
| 1270 | RankEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1271 | } |
| 1272 | |
| 1273 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestFloat16) |
| 1274 | { |
| 1275 | RankEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1276 | } |
| 1277 | |
| 1278 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestInt32) |
| 1279 | { |
| 1280 | RankEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1281 | } |
| 1282 | |
| 1283 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestQAsymmS8) |
| 1284 | { |
| 1285 | RankEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1286 | } |
| 1287 | |
| 1288 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestQSymmS16) |
| 1289 | { |
| 1290 | RankEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1291 | } |
| 1292 | |
| 1293 | BOOST_AUTO_TEST_CASE(RefRankEndToEndTestQSymmS8) |
| 1294 | { |
| 1295 | RankEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1296 | } |
| 1297 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1298 | #if !defined(__ANDROID__) |
| 1299 | // Only run these tests on non Android platforms |
| 1300 | BOOST_AUTO_TEST_CASE(RefImportNonAlignedPointerTest) |
| 1301 | { |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1302 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 1303 | } |
| 1304 | |
| 1305 | BOOST_AUTO_TEST_CASE(RefExportNonAlignedPointerTest) |
| 1306 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1307 | ExportNonAlignedOutputPointerTest(defaultBackends); |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1308 | } |
| 1309 | |
| 1310 | BOOST_AUTO_TEST_CASE(RefImportAlignedPointerTest) |
| 1311 | { |
| 1312 | ImportAlignedPointerTest(defaultBackends); |
| 1313 | } |
| 1314 | |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1315 | BOOST_AUTO_TEST_CASE(RefImportOnlyWorkload) |
| 1316 | { |
| 1317 | ImportOnlyWorkload(defaultBackends); |
| 1318 | } |
| 1319 | |
| 1320 | BOOST_AUTO_TEST_CASE(RefExportOnlyWorkload) |
| 1321 | { |
| 1322 | ExportOnlyWorkload(defaultBackends); |
| 1323 | } |
| 1324 | |
| 1325 | BOOST_AUTO_TEST_CASE(RefImportAndExportWorkload) |
| 1326 | { |
| 1327 | ImportAndExportWorkload(defaultBackends); |
| 1328 | } |
| 1329 | |
| 1330 | BOOST_AUTO_TEST_CASE(RefExportOutputWithSeveralOutputSlotConnectionsTest) |
| 1331 | { |
| 1332 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
| 1333 | } |
| 1334 | |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 1335 | BOOST_AUTO_TEST_CASE(RefStridedSliceInvalidSliceEndToEndTest) |
| 1336 | { |
| 1337 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 1338 | } |
| 1339 | |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 1340 | BOOST_AUTO_TEST_CASE(RefAsyncFP32StridedSlicedEndToEndTest) |
| 1341 | { |
| 1342 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 1343 | } |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1344 | #endif |
| 1345 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1346 | BOOST_AUTO_TEST_SUITE_END() |