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> |
Teresa Charlin | 43baf50 | 2021-09-27 10:10:39 +0100 | [diff] [blame] | 11 | #include <backendsCommon/test/ChannelShuffleEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 12 | #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp> |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 14 | #include <backendsCommon/test/Convolution3dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 15 | #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 16 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 18 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/FillEndToEndTestImpl.hpp> |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 20 | #include <backendsCommon/test/FullyConnectedEndToEndTestImpl.hpp> |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 21 | #include <backendsCommon/test/GatherEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 22 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 23 | #include <backendsCommon/test/LogSoftmaxEndToEndTestImpl.hpp> |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 24 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 25 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 26 | #include <backendsCommon/test/RankEndToEndTestImpl.hpp> |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 27 | #include <backendsCommon/test/ResizeEndToEndTestImpl.hpp> |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 28 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 29 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 30 | #include <backendsCommon/test/StridedSliceAsyncEndToEndTest.hpp> |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 31 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 32 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 33 | #include <doctest/doctest.h> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 34 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 35 | TEST_SUITE("RefEndToEnd") |
| 36 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 37 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuRef}; |
| 38 | |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 39 | // Abs |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 40 | TEST_CASE("RefAbsEndToEndTestFloat32") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 41 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 42 | std::vector<float> expectedOutput = |
| 43 | { |
| 44 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 45 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 46 | }; |
| 47 | |
| 48 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 49 | UnaryOperation::Abs, |
| 50 | expectedOutput); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 51 | } |
| 52 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 53 | TEST_CASE("RefAbsEndToEndTestUint8") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 54 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 55 | // Note the expected output will be implicitly quantized by the below test function |
| 56 | std::vector<float> expectedOutput = |
| 57 | { |
| 58 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 59 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 60 | }; |
| 61 | |
| 62 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
| 63 | UnaryOperation::Abs, |
| 64 | expectedOutput); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 65 | } |
| 66 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 67 | TEST_CASE("RefAbsEndToEndTestInt16") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 68 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 69 | // Note the expected output will be implicitly quantized by the below test function |
| 70 | std::vector<float> expectedOutput = |
| 71 | { |
| 72 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 73 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 74 | }; |
| 75 | |
| 76 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
| 77 | UnaryOperation::Abs, |
| 78 | expectedOutput); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 79 | } |
| 80 | |
| 81 | // Constant |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 82 | TEST_CASE("ConstantUsage_Ref_Float32") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 83 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 84 | CHECK(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 85 | } |
| 86 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 87 | TEST_CASE("ConstantUsage_Ref_Uint8") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 88 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 89 | CHECK(ConstantUsageUint8Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 90 | } |
| 91 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 92 | TEST_CASE("Unsigned8") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 93 | { |
| 94 | using namespace armnn; |
| 95 | |
| 96 | // Create runtime in which test will run |
| 97 | armnn::IRuntime::CreationOptions options; |
| 98 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 99 | |
| 100 | // Builds up the structure of the network. |
| 101 | armnn::INetworkPtr net(INetwork::Create()); |
| 102 | |
| 103 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 104 | IConnectableLayer* softmax = net->AddSoftmaxLayer(SoftmaxDescriptor(), "softmax"); |
| 105 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 106 | |
| 107 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 108 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 109 | |
| 110 | // Sets the tensors in the network. |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 111 | TensorInfo inputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 112 | inputTensorInfo.SetQuantizationOffset(100); |
| 113 | inputTensorInfo.SetQuantizationScale(10000.0f); |
| 114 | input->GetOutputSlot(0).SetTensorInfo(inputTensorInfo); |
| 115 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 116 | TensorInfo outputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 117 | outputTensorInfo.SetQuantizationOffset(0); |
| 118 | outputTensorInfo.SetQuantizationScale(1.0f/255.0f); |
| 119 | softmax->GetOutputSlot(0).SetTensorInfo(outputTensorInfo); |
| 120 | |
| 121 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 122 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 123 | |
| 124 | // Loads it into the runtime. |
| 125 | NetworkId netId; |
| 126 | auto error = runtime->LoadNetwork(netId, std::move(optNet)); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 127 | CHECK(error == Status::Success); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 128 | |
| 129 | // Creates structures for input & output. |
| 130 | std::vector<uint8_t> inputData |
| 131 | { |
| 132 | 1, 10, 3, 200, 5 // Some inputs - one of which is sufficiently larger than the others to saturate softmax. |
| 133 | }; |
| 134 | std::vector<uint8_t> outputData(5); |
| 135 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 136 | TensorInfo inputTensorInfo2 = runtime->GetInputTensorInfo(netId, 0); |
| 137 | inputTensorInfo2.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 138 | armnn::InputTensors inputTensors |
| 139 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 140 | {0, armnn::ConstTensor(inputTensorInfo2, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 141 | }; |
| 142 | armnn::OutputTensors outputTensors |
| 143 | { |
| 144 | {0, armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 145 | }; |
| 146 | |
| 147 | // Does the inference. |
| 148 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 149 | |
| 150 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 151 | CHECK(outputData[0] == 0); |
| 152 | CHECK(outputData[1] == 0); |
| 153 | CHECK(outputData[2] == 0); |
| 154 | CHECK(outputData[3] == 255); // softmax has been saturated. |
| 155 | CHECK(outputData[4] == 0); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 156 | } |
| 157 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 158 | TEST_CASE("TrivialAdd") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 159 | { |
| 160 | // This test was designed to match "AddTwo" in android nn/runtime/test/TestTrivialModel.cpp. |
| 161 | |
| 162 | using namespace armnn; |
| 163 | |
| 164 | // Create runtime in which test will run |
| 165 | armnn::IRuntime::CreationOptions options; |
| 166 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 167 | |
| 168 | // Builds up the structure of the network. |
| 169 | armnn::INetworkPtr net(INetwork::Create()); |
| 170 | |
| 171 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 172 | IConnectableLayer* input2 = net->AddInputLayer(1); |
| 173 | IConnectableLayer* add = net->AddAdditionLayer(); |
| 174 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 175 | |
| 176 | input1->GetOutputSlot(0).Connect(add->GetInputSlot(0)); |
| 177 | input2->GetOutputSlot(0).Connect(add->GetInputSlot(1)); |
| 178 | add->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 179 | |
| 180 | // Sets the tensors in the network. |
| 181 | TensorInfo tensorInfo(TensorShape({3, 4}), DataType::Float32); |
| 182 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 183 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 184 | add->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 185 | |
| 186 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 187 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 188 | |
| 189 | // Loads it into the runtime. |
| 190 | NetworkId netId; |
| 191 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 192 | |
| 193 | // Creates structures for input & output - matching android nn test. |
| 194 | std::vector<float> input1Data |
| 195 | { |
| 196 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 197 | }; |
| 198 | std::vector<float> input2Data |
| 199 | { |
| 200 | 100.f, 200.f, 300.f, 400.f, 500.f, 600.f, 700.f, 800.f, 900.f, 1000.f, 1100.f, 1200.f |
| 201 | }; |
| 202 | std::vector<float> outputData(12); |
| 203 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 204 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 205 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 206 | InputTensors inputTensors |
| 207 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 208 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 209 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 210 | }; |
| 211 | OutputTensors outputTensors |
| 212 | { |
| 213 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 214 | }; |
| 215 | |
| 216 | // Does the inference. |
| 217 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 218 | |
| 219 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 220 | CHECK(outputData[0] == 101); |
| 221 | CHECK(outputData[1] == 202); |
| 222 | CHECK(outputData[2] == 303); |
| 223 | CHECK(outputData[3] == 404); |
| 224 | CHECK(outputData[4] == 505); |
| 225 | CHECK(outputData[5] == 606); |
| 226 | CHECK(outputData[6] == 707); |
| 227 | CHECK(outputData[7] == 808); |
| 228 | CHECK(outputData[8] == 909); |
| 229 | CHECK(outputData[9] == 1010); |
| 230 | CHECK(outputData[10] == 1111); |
| 231 | CHECK(outputData[11] == 1212); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 232 | } |
| 233 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 234 | TEST_CASE("MultipleOutputs") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 235 | { |
| 236 | using namespace armnn; |
| 237 | |
| 238 | // Create runtime in which test will run |
| 239 | armnn::IRuntime::CreationOptions options; |
| 240 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 241 | |
| 242 | // Builds up the structure of the network. |
| 243 | INetworkPtr net(INetwork::Create()); |
| 244 | |
| 245 | IConnectableLayer* input = net->AddInputLayer(0); |
| 246 | |
| 247 | // ReLu1 |
| 248 | ActivationDescriptor activation1Descriptor; |
| 249 | activation1Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 250 | activation1Descriptor.m_A = 1.f; |
| 251 | activation1Descriptor.m_B = -1.f; |
| 252 | IConnectableLayer* activation1 = net->AddActivationLayer(activation1Descriptor); |
| 253 | |
| 254 | // ReLu6 |
| 255 | ActivationDescriptor activation2Descriptor; |
| 256 | activation2Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 257 | activation2Descriptor.m_A = 6.0f; |
| 258 | IConnectableLayer* activation2 = net->AddActivationLayer(activation2Descriptor); |
| 259 | |
| 260 | // BoundedReLu(min=2, max=5) |
| 261 | ActivationDescriptor activation3Descriptor; |
| 262 | activation3Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 263 | activation3Descriptor.m_A = 5.0f; |
| 264 | activation3Descriptor.m_B = 2.0f; |
| 265 | IConnectableLayer* activation3 = net->AddActivationLayer(activation3Descriptor); |
| 266 | |
| 267 | IConnectableLayer* output1 = net->AddOutputLayer(0); |
| 268 | IConnectableLayer* output2 = net->AddOutputLayer(1); |
| 269 | IConnectableLayer* output3 = net->AddOutputLayer(2); |
| 270 | |
| 271 | input->GetOutputSlot(0).Connect(activation1->GetInputSlot(0)); |
| 272 | input->GetOutputSlot(0).Connect(activation2->GetInputSlot(0)); |
| 273 | input->GetOutputSlot(0).Connect(activation3->GetInputSlot(0)); |
| 274 | |
| 275 | activation1->GetOutputSlot(0).Connect(output1->GetInputSlot(0)); |
| 276 | activation2->GetOutputSlot(0).Connect(output2->GetInputSlot(0)); |
| 277 | activation3->GetOutputSlot(0).Connect(output3->GetInputSlot(0)); |
| 278 | |
| 279 | // Sets the tensors in the network. |
| 280 | TensorInfo tensorInfo(TensorShape({ 10 }), DataType::Float32); |
| 281 | input->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 282 | activation1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 283 | activation2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 284 | activation3->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 285 | |
| 286 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 287 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 288 | |
| 289 | // Loads it into the runtime. |
| 290 | NetworkId netId; |
| 291 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 292 | |
| 293 | // Creates structures for input & output. |
| 294 | 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 }; |
| 295 | |
| 296 | std::vector<float> output1Data(inputData.size()); |
| 297 | std::vector<float> output2Data(inputData.size()); |
| 298 | std::vector<float> output3Data(inputData.size()); |
| 299 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 300 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 301 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 302 | InputTensors inputTensors |
| 303 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 304 | {0,armnn::ConstTensor(inputTensorInfo, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 305 | }; |
| 306 | OutputTensors outputTensors |
| 307 | { |
| 308 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), output1Data.data())}, |
| 309 | {1,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 1), output2Data.data())}, |
| 310 | {2,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 2), output3Data.data())} |
| 311 | }; |
| 312 | |
| 313 | // Does the inference. |
| 314 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 315 | |
| 316 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 317 | CHECK(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 |
| 318 | CHECK(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 |
| 319 | CHECK(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] |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 320 | } |
| 321 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 322 | TEST_CASE("TrivialMin") |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 323 | { |
| 324 | using namespace armnn; |
| 325 | |
| 326 | // Create runtime in which test will run |
| 327 | armnn::IRuntime::CreationOptions options; |
| 328 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 329 | |
| 330 | // Builds up the structure of the network. |
| 331 | armnn::INetworkPtr net(INetwork::Create()); |
| 332 | |
| 333 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 334 | IConnectableLayer* input2 = net->AddInputLayer(1); |
| 335 | IConnectableLayer* min = net->AddMinimumLayer(); |
| 336 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 337 | |
| 338 | input1->GetOutputSlot(0).Connect(min->GetInputSlot(0)); |
| 339 | input2->GetOutputSlot(0).Connect(min->GetInputSlot(1)); |
| 340 | min->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 341 | |
| 342 | // Sets the tensors in the network. |
| 343 | TensorInfo tensorInfo(TensorShape({1, 1, 1, 4}), DataType::Float32); |
| 344 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 345 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 346 | min->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 347 | |
| 348 | // optimize the network |
| 349 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
| 350 | |
| 351 | // Loads it into the runtime. |
| 352 | NetworkId netId; |
| 353 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 354 | |
| 355 | // Creates structures for input & output - matching android nn test. |
| 356 | std::vector<float> input1Data |
| 357 | { |
| 358 | 1.0f, 2.0f, 3.0f, 4.0f |
| 359 | }; |
| 360 | std::vector<float> input2Data |
| 361 | { |
| 362 | 2.0f, 1.0f, 5.0f, 2.0f |
| 363 | }; |
| 364 | std::vector<float> outputData(4); |
| 365 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 366 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 367 | inputTensorInfo.SetConstant(true); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 368 | InputTensors inputTensors |
| 369 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 370 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 371 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 372 | }; |
| 373 | OutputTensors outputTensors |
| 374 | { |
| 375 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 376 | }; |
| 377 | |
| 378 | // Does the inference. |
| 379 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 380 | |
| 381 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 382 | CHECK(outputData[0] == 1); |
| 383 | CHECK(outputData[1] == 1); |
| 384 | CHECK(outputData[2] == 3); |
| 385 | CHECK(outputData[3] == 2); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 386 | } |
| 387 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 388 | TEST_CASE("RefEqualSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 389 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 390 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 391 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 392 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 393 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 394 | ComparisonOperation::Equal, |
| 395 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 396 | } |
| 397 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 398 | TEST_CASE("RefGreaterSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 399 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 400 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 401 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 402 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 403 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 404 | ComparisonOperation::Greater, |
| 405 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 406 | } |
| 407 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 408 | TEST_CASE("RefEqualSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 409 | { |
| 410 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 411 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
| 412 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 413 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 414 | ComparisonOperation::Equal, |
| 415 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 416 | } |
| 417 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 418 | TEST_CASE("RefGreaterSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 419 | { |
| 420 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 421 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 422 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 423 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 424 | ComparisonOperation::Greater, |
| 425 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 426 | } |
| 427 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 428 | TEST_CASE("RefEqualBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 429 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 430 | const std::vector<uint8_t> expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 431 | 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 432 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 433 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 434 | ComparisonOperation::Equal, |
| 435 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 436 | } |
| 437 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 438 | TEST_CASE("RefGreaterBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 439 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 440 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 441 | 1, 1, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 442 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 443 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 444 | ComparisonOperation::Greater, |
| 445 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 446 | } |
| 447 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 448 | TEST_CASE("RefEqualBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 449 | { |
| 450 | const std::vector<uint8_t > expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 451 | 0, 0, 0, 0, 0, 0 }); |
| 452 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 453 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 454 | ComparisonOperation::Equal, |
| 455 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 456 | } |
| 457 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 458 | TEST_CASE("RefGreaterBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 459 | { |
| 460 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 461 | 1, 1, 1, 1, 1, 1 }); |
| 462 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 463 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 464 | ComparisonOperation::Greater, |
| 465 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 466 | } |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 467 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 468 | TEST_CASE("RefBatchToSpaceNdEndToEndFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 469 | { |
| 470 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 471 | } |
| 472 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 473 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 474 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 475 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 476 | } |
| 477 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 478 | TEST_CASE("RefBatchToSpaceNdEndToEndQSymm16NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 479 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 480 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 481 | } |
| 482 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 483 | TEST_CASE("RefBatchToSpaceNdEndToEndFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 484 | { |
| 485 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 486 | } |
| 487 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 488 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 489 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 490 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 491 | } |
| 492 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 493 | TEST_CASE("RefBatchToSpaceNdEndToEndQSymm16NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 494 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 495 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 496 | } |
| 497 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 498 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 499 | { |
| 500 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 501 | } |
| 502 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 503 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 504 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 505 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 506 | } |
| 507 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 508 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexQSymm16NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 509 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 510 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 511 | } |
| 512 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 513 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 514 | { |
| 515 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 516 | } |
| 517 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 518 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 519 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 520 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 521 | } |
| 522 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 523 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexQSymm16NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 524 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 525 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 526 | } |
| 527 | |
Teresa Charlin | 43baf50 | 2021-09-27 10:10:39 +0100 | [diff] [blame] | 528 | TEST_CASE("RefChannelShuffleFloatTest") |
| 529 | { |
| 530 | ChannelShuffleEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 531 | } |
| 532 | |
| 533 | TEST_CASE("RefChannelShuffleUint8Test") |
| 534 | { |
| 535 | ChannelShuffleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 536 | } |
| 537 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 538 | TEST_CASE("RefConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 539 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 540 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 541 | } |
| 542 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 543 | TEST_CASE("RefConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 544 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 545 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 546 | } |
| 547 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 548 | TEST_CASE("RefConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 549 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 550 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 551 | } |
| 552 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 553 | TEST_CASE("RefConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 554 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 555 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 556 | } |
| 557 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 558 | TEST_CASE("RefConcatEndToEndDim2Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 559 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 560 | ConcatDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 561 | } |
| 562 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 563 | TEST_CASE("RefConcatEndToEndDim2Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 564 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 565 | ConcatDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 566 | } |
| 567 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 568 | TEST_CASE("RefConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 569 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 570 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 571 | } |
| 572 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 573 | TEST_CASE("RefConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 574 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 575 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 576 | } |
| 577 | |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 578 | TEST_CASE("RefConvolution3dFloat32Test") |
| 579 | { |
| 580 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 581 | armnn::DataLayout::NDHWC); |
| 582 | } |
| 583 | |
| 584 | TEST_CASE("RefConvolution3dNcdhwFloat32Test") |
| 585 | { |
| 586 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 587 | armnn::DataLayout::NCDHW); |
| 588 | } |
| 589 | |
| 590 | TEST_CASE("RefConvolution3dFloat16Test") |
| 591 | { |
| 592 | Convolution3dEndToEnd<armnn::DataType::Float16, armnn::DataType::Float16>(defaultBackends, |
| 593 | armnn::DataLayout::NDHWC); |
| 594 | } |
| 595 | |
| 596 | TEST_CASE("RefConvolution3dUint8Test") |
| 597 | { |
| 598 | Convolution3dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(defaultBackends, |
| 599 | armnn::DataLayout::NDHWC); |
| 600 | } |
| 601 | |
| 602 | TEST_CASE("RefConvolution3dInt8Test") |
| 603 | { |
| 604 | Convolution3dEndToEnd<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(defaultBackends, |
| 605 | armnn::DataLayout::NDHWC); |
| 606 | } |
| 607 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 608 | TEST_CASE("RefEluEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 609 | { |
| 610 | EluEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 611 | } |
| 612 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 613 | TEST_CASE("RefEluEndToEndTestFloat16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 614 | { |
| 615 | EluEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 616 | } |
| 617 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 618 | TEST_CASE("RefEluEndToEndTestBFloat16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 619 | { |
| 620 | EluEndToEndTest<armnn::DataType::BFloat16>(defaultBackends); |
| 621 | } |
| 622 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 623 | TEST_CASE("RefEluEndToEndTestQAsymmS8") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 624 | { |
| 625 | EluEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 626 | } |
| 627 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 628 | TEST_CASE("RefEluEndToEndTestQAsymmU8") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 629 | { |
| 630 | EluEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 631 | } |
| 632 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 633 | TEST_CASE("RefEluEndToEndTestQSymmS16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 634 | { |
| 635 | EluEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 636 | } |
| 637 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 638 | TEST_CASE("RefFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 639 | { |
| 640 | FillEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 641 | } |
| 642 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 643 | TEST_CASE("RefFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 644 | { |
| 645 | FillEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 646 | } |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 647 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 648 | TEST_CASE("RefFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 649 | { |
| 650 | FillEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 651 | } |
| 652 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 653 | TEST_CASE("RefFullyConnectedEndToEndTestFloat32") |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 654 | { |
| 655 | FullyConnectedWithDynamicWeightsEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 656 | } |
| 657 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 658 | TEST_CASE("RefFullyConnectedEndToEndTestNonConstantWeightsConstantBiasesFloat32") |
| 659 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 660 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 661 | } |
| 662 | |
| 663 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsNonConstantBiasesFloat32") |
| 664 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 665 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false); |
Cathal Corbett | 521032f | 2021-10-07 11:46:40 +0100 | [diff] [blame] | 666 | } |
| 667 | |
| 668 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsTensorInfoNotSet") |
| 669 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 670 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, true, true, false); |
| 671 | } |
| 672 | |
| 673 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsNotConnectedExplicitCheck") |
| 674 | { |
| 675 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, false, true, true); |
| 676 | } |
| 677 | |
| 678 | TEST_CASE("RefFullyConnectedEndToEndTestBiasNotConnectedExplicitCheck") |
| 679 | { |
| 680 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, true, false, true); |
| 681 | } |
| 682 | |
| 683 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsAndBiasNotConnected") |
| 684 | { |
| 685 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, false, false, true); |
| 686 | } |
| 687 | |
| 688 | TEST_CASE("RefFullyConnectedEndToEndTestBiasDisabledConnectBias") |
| 689 | { |
| 690 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, false, false, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 691 | } |
| 692 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 693 | TEST_CASE("RefGatherFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 694 | { |
| 695 | GatherEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 696 | } |
| 697 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 698 | TEST_CASE("RefGatherUint8Test") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 699 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 700 | GatherEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 701 | } |
| 702 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 703 | TEST_CASE("RefGatherInt16Test") |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 704 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 705 | GatherEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 706 | } |
| 707 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 708 | TEST_CASE("RefGatherMultiDimFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 709 | { |
| 710 | GatherMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 711 | } |
| 712 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 713 | TEST_CASE("RefGatherMultiDimUint8Test") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 714 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 715 | GatherMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 716 | } |
| 717 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 718 | TEST_CASE("RefGatherMultiDimInt16Test") |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 719 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 720 | GatherMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 721 | } |
| 722 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 723 | // DepthToSpace |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 724 | TEST_CASE("DephtToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 725 | { |
| 726 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 727 | } |
| 728 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 729 | TEST_CASE("DephtToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 730 | { |
| 731 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 732 | } |
| 733 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 734 | TEST_CASE("DephtToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 735 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 736 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 737 | } |
| 738 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 739 | TEST_CASE("DephtToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 740 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 741 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 742 | } |
| 743 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 744 | TEST_CASE("DephtToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 745 | { |
| 746 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 747 | } |
| 748 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 749 | TEST_CASE("DephtToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 750 | { |
| 751 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 752 | } |
| 753 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 754 | TEST_CASE("DephtToSpaceEndToEndNhwcUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 755 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 756 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 757 | } |
| 758 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 759 | TEST_CASE("DephtToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 760 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 761 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 762 | } |
| 763 | |
| 764 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 765 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 766 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 767 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 768 | } |
| 769 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 770 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 771 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 772 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 773 | } |
| 774 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 775 | TEST_CASE("DequantizeEndToEndSimpleInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 776 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 777 | DequantizeEndToEndSimple<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 778 | } |
| 779 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 780 | TEST_CASE("DequantizeEndToEndOffsetInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 781 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 782 | DequantizeEndToEndOffset<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 783 | } |
| 784 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 785 | TEST_CASE("RefDetectionPostProcessRegularNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 786 | { |
| 787 | std::vector<float> boxEncodings({ |
| 788 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 789 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 790 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 791 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 792 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 793 | 0.0f, 0.0f, 0.0f, 0.0f |
| 794 | }); |
| 795 | std::vector<float> scores({ |
| 796 | 0.0f, 0.9f, 0.8f, |
| 797 | 0.0f, 0.75f, 0.72f, |
| 798 | 0.0f, 0.6f, 0.5f, |
| 799 | 0.0f, 0.93f, 0.95f, |
| 800 | 0.0f, 0.5f, 0.4f, |
| 801 | 0.0f, 0.3f, 0.2f |
| 802 | }); |
| 803 | std::vector<float> anchors({ |
| 804 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 805 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 806 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 807 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 808 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 809 | 0.5f, 100.5f, 1.0f, 1.0f |
| 810 | }); |
| 811 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 812 | } |
| 813 | |
| 814 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 815 | { |
| 816 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 817 | { |
| 818 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 819 | } |
| 820 | } |
| 821 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 822 | TEST_CASE("RefDetectionPostProcessRegularNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 823 | { |
| 824 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 825 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 826 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 827 | |
| 828 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 829 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 830 | scoresInfo.SetQuantizationScale(0.01f); |
| 831 | scoresInfo.SetQuantizationOffset(0); |
| 832 | anchorsInfo.SetQuantizationScale(0.5f); |
| 833 | anchorsInfo.SetQuantizationOffset(0); |
| 834 | |
| 835 | std::vector<float> boxEncodings({ |
| 836 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 837 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 838 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 839 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 840 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 841 | 0.0f, 0.0f, 0.0f, 0.0f |
| 842 | }); |
| 843 | std::vector<float> scores({ |
| 844 | 0.0f, 0.9f, 0.8f, |
| 845 | 0.0f, 0.75f, 0.72f, |
| 846 | 0.0f, 0.6f, 0.5f, |
| 847 | 0.0f, 0.93f, 0.95f, |
| 848 | 0.0f, 0.5f, 0.4f, |
| 849 | 0.0f, 0.3f, 0.2f |
| 850 | }); |
| 851 | std::vector<float> anchors({ |
| 852 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 853 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 854 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 855 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 856 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 857 | 0.5f, 100.5f, 1.0f, 1.0f |
| 858 | }); |
| 859 | |
| 860 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 861 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 862 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 863 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 864 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 865 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 866 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 867 | qScores, qAnchors, |
| 868 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 869 | } |
| 870 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 871 | TEST_CASE("RefDetectionPostProcessFastNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 872 | { |
| 873 | std::vector<float> boxEncodings({ |
| 874 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 875 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 876 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 877 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 878 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 879 | 0.0f, 0.0f, 0.0f, 0.0f |
| 880 | }); |
| 881 | std::vector<float> scores({ |
| 882 | 0.0f, 0.9f, 0.8f, |
| 883 | 0.0f, 0.75f, 0.72f, |
| 884 | 0.0f, 0.6f, 0.5f, |
| 885 | 0.0f, 0.93f, 0.95f, |
| 886 | 0.0f, 0.5f, 0.4f, |
| 887 | 0.0f, 0.3f, 0.2f |
| 888 | }); |
| 889 | std::vector<float> anchors({ |
| 890 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 891 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 892 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 893 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 894 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 895 | 0.5f, 100.5f, 1.0f, 1.0f |
| 896 | }); |
| 897 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 898 | } |
| 899 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 900 | TEST_CASE("RefDetectionPostProcessFastNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 901 | { |
| 902 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 903 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 904 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 905 | |
| 906 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 907 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 908 | scoresInfo.SetQuantizationScale(0.01f); |
| 909 | scoresInfo.SetQuantizationOffset(0); |
| 910 | anchorsInfo.SetQuantizationScale(0.5f); |
| 911 | anchorsInfo.SetQuantizationOffset(0); |
| 912 | |
| 913 | std::vector<float> boxEncodings({ |
| 914 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 915 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 916 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 917 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 918 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 919 | 0.0f, 0.0f, 0.0f, 0.0f |
| 920 | }); |
| 921 | std::vector<float> scores({ |
| 922 | 0.0f, 0.9f, 0.8f, |
| 923 | 0.0f, 0.75f, 0.72f, |
| 924 | 0.0f, 0.6f, 0.5f, |
| 925 | 0.0f, 0.93f, 0.95f, |
| 926 | 0.0f, 0.5f, 0.4f, |
| 927 | 0.0f, 0.3f, 0.2f |
| 928 | }); |
| 929 | std::vector<float> anchors({ |
| 930 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 931 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 932 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 933 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 934 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 935 | 0.5f, 100.5f, 1.0f, 1.0f |
| 936 | }); |
| 937 | |
| 938 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 939 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 940 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 941 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 942 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 943 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 944 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 945 | qScores, qAnchors, |
| 946 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 947 | } |
| 948 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 949 | // HardSwish |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 950 | TEST_CASE("RefHardSwishEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 951 | { |
| 952 | HardSwishEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 953 | } |
| 954 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 955 | TEST_CASE("RefHardSwishEndToEndTestFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 956 | { |
| 957 | HardSwishEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 958 | } |
| 959 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 960 | TEST_CASE("RefHardSwishEndToEndTestBFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 961 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 962 | HardSwishEndToEndTest<armnn::DataType::BFloat16>(defaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 963 | } |
| 964 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 965 | TEST_CASE("RefHardSwishEndToEndTestQAsymmS8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 966 | { |
| 967 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 968 | } |
| 969 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 970 | TEST_CASE("RefHardSwishEndToEndTestQAsymmU8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 971 | { |
| 972 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 973 | } |
| 974 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 975 | TEST_CASE("RefHardSwishEndToEndTestQSymmS16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 976 | { |
| 977 | HardSwishEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 978 | } |
| 979 | |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 980 | // LogSoftmax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 981 | TEST_CASE("RefLogSoftmaxEndToEndTest") |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 982 | { |
| 983 | LogSoftmaxEndToEndTest(defaultBackends); |
| 984 | } |
| 985 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 986 | TEST_CASE("RefPreluEndToEndTestFloat32") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 987 | { |
| 988 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 989 | } |
| 990 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 991 | TEST_CASE("RefPreluEndToEndTestUint8") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 992 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 993 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 994 | } |
| 995 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 996 | TEST_CASE("RefPreluEndToEndTestQSymm16") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 997 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 998 | PreluEndToEndPositiveTest<armnn::DataType::QSymmS16>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 999 | } |
| 1000 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1001 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1002 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1003 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1004 | } |
| 1005 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1006 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1007 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1008 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1009 | } |
| 1010 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1011 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1012 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1013 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1014 | } |
| 1015 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1016 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1017 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1018 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1019 | } |
| 1020 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1021 | TEST_CASE("RefSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1022 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1023 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1024 | } |
| 1025 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1026 | TEST_CASE("RefSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1027 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1028 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1029 | } |
| 1030 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1031 | TEST_CASE("RefSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1032 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1033 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1034 | } |
| 1035 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1036 | TEST_CASE("RefSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1037 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1038 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1039 | } |
| 1040 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1041 | TEST_CASE("RefSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1042 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1043 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1044 | } |
| 1045 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1046 | TEST_CASE("RefSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1047 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1048 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1049 | } |
| 1050 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1051 | TEST_CASE("RefSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1052 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1053 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1054 | } |
| 1055 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1056 | TEST_CASE("RefSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1057 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1058 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1059 | } |
| 1060 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1061 | TEST_CASE("RefSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1062 | { |
| 1063 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1064 | } |
| 1065 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1066 | TEST_CASE("RefSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1067 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1068 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1069 | } |
| 1070 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1071 | TEST_CASE("RefSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1072 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1073 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1074 | } |
| 1075 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1076 | TEST_CASE("RefSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1077 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1078 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1079 | } |
| 1080 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1081 | TEST_CASE("RefSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1082 | { |
| 1083 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1084 | } |
| 1085 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1086 | TEST_CASE("RefSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1087 | { |
| 1088 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1089 | } |
| 1090 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1091 | TEST_CASE("RefSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1092 | { |
| 1093 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1094 | } |
| 1095 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1096 | TEST_CASE("RefSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1097 | { |
| 1098 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1099 | } |
| 1100 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1101 | TEST_CASE("RefSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1102 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1103 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1104 | } |
| 1105 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1106 | TEST_CASE("RefSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1107 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1108 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1109 | } |
| 1110 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1111 | TEST_CASE("RefSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1112 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1113 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1114 | } |
| 1115 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1116 | TEST_CASE("RefSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1117 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1118 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1119 | } |
| 1120 | |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1121 | // TransposeConvolution2d |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1122 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1123 | { |
| 1124 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1125 | defaultBackends, armnn::DataLayout::NCHW); |
| 1126 | } |
| 1127 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1128 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1129 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1130 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1131 | defaultBackends, armnn::DataLayout::NCHW); |
| 1132 | } |
| 1133 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1134 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1135 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1136 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1137 | defaultBackends, armnn::DataLayout::NCHW); |
| 1138 | } |
| 1139 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1140 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1141 | { |
| 1142 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1143 | defaultBackends, armnn::DataLayout::NHWC); |
| 1144 | } |
| 1145 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1146 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1147 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1148 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1149 | defaultBackends, armnn::DataLayout::NHWC); |
| 1150 | } |
| 1151 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1152 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1153 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1154 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1155 | defaultBackends, armnn::DataLayout::NHWC); |
| 1156 | } |
| 1157 | |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1158 | // Resize Bilinear |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1159 | TEST_CASE("RefResizeBilinearEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1160 | { |
| 1161 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1162 | } |
| 1163 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1164 | TEST_CASE("RefResizeBilinearEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1165 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1166 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1167 | } |
| 1168 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1169 | TEST_CASE("RefResizeBilinearEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1170 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1171 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1172 | } |
| 1173 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1174 | TEST_CASE("RefResizeBilinearEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1175 | { |
| 1176 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1177 | } |
| 1178 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1179 | TEST_CASE("RefResizeBilinearEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1180 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1181 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1182 | } |
| 1183 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1184 | TEST_CASE("RefResizeBilinearEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1185 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1186 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1187 | } |
| 1188 | |
| 1189 | // Resize NearestNeighbor |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1190 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1191 | { |
| 1192 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1193 | } |
| 1194 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1195 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1196 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1197 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1198 | } |
| 1199 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1200 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1201 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1202 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1203 | } |
| 1204 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1205 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1206 | { |
| 1207 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1208 | } |
| 1209 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1210 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1211 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1212 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1213 | } |
| 1214 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1215 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1216 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1217 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1218 | } |
| 1219 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1220 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1221 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1222 | { |
| 1223 | InstanceNormalizationNhwcEndToEndTest1(defaultBackends); |
| 1224 | } |
| 1225 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1226 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1227 | { |
| 1228 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 1229 | } |
| 1230 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1231 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1232 | { |
| 1233 | InstanceNormalizationNhwcEndToEndTest2(defaultBackends); |
| 1234 | } |
| 1235 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1236 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1237 | { |
| 1238 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 1239 | } |
| 1240 | |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1241 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1242 | TEST_CASE("RefArgMaxSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1243 | { |
| 1244 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1245 | } |
| 1246 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1247 | TEST_CASE("RefArgMaxSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1248 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1249 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1250 | } |
| 1251 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1252 | TEST_CASE("RefArgMinSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1253 | { |
| 1254 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1255 | } |
| 1256 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1257 | TEST_CASE("RefArgMinSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1258 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1259 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1260 | } |
| 1261 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1262 | TEST_CASE("RefArgMaxAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1263 | { |
| 1264 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1265 | } |
| 1266 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1267 | TEST_CASE("RefArgMaxAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1268 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1269 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1270 | } |
| 1271 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1272 | TEST_CASE("RefArgMinAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1273 | { |
| 1274 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1275 | } |
| 1276 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1277 | TEST_CASE("RefArgMinAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1278 | { |
| 1279 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1280 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1281 | } |
| 1282 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1283 | TEST_CASE("RefArgMaxAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1284 | { |
| 1285 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1286 | } |
| 1287 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1288 | TEST_CASE("RefArgMaxAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1289 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1290 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1291 | } |
| 1292 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1293 | TEST_CASE("RefArgMinAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1294 | { |
| 1295 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1296 | } |
| 1297 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1298 | TEST_CASE("RefArgMinAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1299 | { |
| 1300 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1301 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1302 | } |
| 1303 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1304 | TEST_CASE("RefArgMaxAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1305 | { |
| 1306 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1307 | } |
| 1308 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1309 | TEST_CASE("RefArgMaxAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1310 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1311 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1312 | } |
| 1313 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1314 | TEST_CASE("RefArgMinAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1315 | { |
| 1316 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1317 | } |
| 1318 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1319 | TEST_CASE("RefArgMinAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1320 | { |
| 1321 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1322 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1323 | } |
| 1324 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1325 | TEST_CASE("RefArgMaxAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1326 | { |
| 1327 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1328 | } |
| 1329 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1330 | TEST_CASE("RefArgMaxAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1331 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1332 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1333 | } |
| 1334 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1335 | TEST_CASE("RefArgMinAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1336 | { |
| 1337 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1338 | } |
| 1339 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1340 | TEST_CASE("RefArgMinAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1341 | { |
| 1342 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1343 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1344 | } |
| 1345 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1346 | TEST_CASE("RefQLstmEndToEndTest") |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 1347 | { |
| 1348 | QLstmEndToEnd(defaultBackends); |
| 1349 | } |
| 1350 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1351 | TEST_CASE("RefRankEndToEndTest") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1352 | { |
| 1353 | RankEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1354 | } |
| 1355 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1356 | TEST_CASE("RefRankEndToEndTestFloat16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1357 | { |
| 1358 | RankEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1359 | } |
| 1360 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1361 | TEST_CASE("RefRankEndToEndTestInt32") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1362 | { |
| 1363 | RankEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1364 | } |
| 1365 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1366 | TEST_CASE("RefRankEndToEndTestQAsymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1367 | { |
| 1368 | RankEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1369 | } |
| 1370 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1371 | TEST_CASE("RefRankEndToEndTestQSymmS16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1372 | { |
| 1373 | RankEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1374 | } |
| 1375 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1376 | TEST_CASE("RefRankEndToEndTestQSymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1377 | { |
| 1378 | RankEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1379 | } |
| 1380 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1381 | TEST_CASE("RefForceImportWithAlignedBuffersEndToEndTest") |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1382 | { |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1383 | ForceImportWithAlignedBuffersEndToEndTest(defaultBackends); |
| 1384 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1385 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1386 | TEST_CASE("RefForceImportWithMisalignedInputBuffersEndToEndTest") |
| 1387 | { |
| 1388 | ForceImportWithMisalignedInputBuffersEndToEndTest(defaultBackends); |
| 1389 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1390 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1391 | TEST_CASE("RefForceImportWithMisalignedOutputBuffersEndToEndTest") |
| 1392 | { |
| 1393 | ForceImportWithMisalignedOutputBuffersEndToEndTest(defaultBackends); |
| 1394 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1395 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1396 | TEST_CASE("RefForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 1397 | { |
| 1398 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(defaultBackends); |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1399 | } |
| 1400 | |
David Monahan | 1682971 | 2022-02-03 17:04:59 +0000 | [diff] [blame] | 1401 | TEST_CASE("RefForceImportRepeatedInferencesEndToEndTest") |
| 1402 | { |
| 1403 | ForceImportRepeatedInferencesEndToEndTest(defaultBackends); |
| 1404 | } |
| 1405 | |
| 1406 | TEST_CASE("RefForceImportRepeatedInferencesInvertedEndToEndTest") |
| 1407 | { |
| 1408 | ForceImportRepeatedInferencesInvertedEndToEndTest(defaultBackends); |
| 1409 | } |
| 1410 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1411 | #if !defined(__ANDROID__) |
| 1412 | // Only run these tests on non Android platforms |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1413 | TEST_CASE("RefImportNonAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1414 | { |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1415 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 1416 | } |
| 1417 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1418 | TEST_CASE("RefExportNonAlignedPointerTest") |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1419 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1420 | ExportNonAlignedOutputPointerTest(defaultBackends); |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1421 | } |
| 1422 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1423 | TEST_CASE("RefImportAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1424 | { |
| 1425 | ImportAlignedPointerTest(defaultBackends); |
| 1426 | } |
| 1427 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1428 | TEST_CASE("RefImportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1429 | { |
| 1430 | ImportOnlyWorkload(defaultBackends); |
| 1431 | } |
| 1432 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1433 | TEST_CASE("RefExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1434 | { |
| 1435 | ExportOnlyWorkload(defaultBackends); |
| 1436 | } |
| 1437 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1438 | TEST_CASE("RefImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1439 | { |
| 1440 | ImportAndExportWorkload(defaultBackends); |
| 1441 | } |
| 1442 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1443 | TEST_CASE("RefExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1444 | { |
| 1445 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
| 1446 | } |
| 1447 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1448 | TEST_CASE("RefStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 1449 | { |
| 1450 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 1451 | } |
| 1452 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1453 | TEST_CASE("RefThreadSafeFP32StridedSlicedEndToEndTest") |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 1454 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 1455 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 1); |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 1456 | } |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 1457 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1458 | TEST_CASE("RefAsyncFP32StridedSlicedMultiThreadedEndToEndTest") |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 1459 | { |
| 1460 | armnn::experimental::StridedSlicedMultiThreadedEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 1461 | } |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1462 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1463 | TEST_CASE("RefAsyncFP32StridedSlicedScheduledMultiThreadedEndToEndTest") |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1464 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 1465 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 3); |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1466 | } |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1467 | #endif |
| 1468 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1469 | } |