Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 2 | // Copyright © 2017-2023 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> |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 9 | #include <backendsCommon/test/AdditionEndToEndTestImpl.hpp> |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 10 | #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp> |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 11 | #include <backendsCommon/test/BatchToSpaceNdEndToEndTestImpl.hpp> |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 12 | #include <backendsCommon/test/BatchMatMulEndToEndTestImpl.hpp> |
Teresa Charlin | 43baf50 | 2021-09-27 10:10:39 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/ChannelShuffleEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 14 | #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 15 | #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp> |
Matthew Sloyan | c5fe6e7 | 2022-11-25 16:10:00 +0000 | [diff] [blame] | 16 | #include <backendsCommon/test/Convolution2dEndToEndTestImpl.hpp> |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/Convolution3dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 18 | #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 21 | #include <backendsCommon/test/ElementwiseBinaryEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 22 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 23 | #include <backendsCommon/test/FillEndToEndTestImpl.hpp> |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 24 | #include <backendsCommon/test/FullyConnectedEndToEndTestImpl.hpp> |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 25 | #include <backendsCommon/test/GatherEndToEndTestImpl.hpp> |
Teresa Charlin | b2d3ec5 | 2022-04-12 22:07:09 +0100 | [diff] [blame] | 26 | #include <backendsCommon/test/GatherNdEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 27 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 28 | #include <backendsCommon/test/LogSoftmaxEndToEndTestImpl.hpp> |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 29 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 30 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 31 | #include <backendsCommon/test/RankEndToEndTestImpl.hpp> |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 32 | #include <backendsCommon/test/ReduceEndToEndTestImpl.hpp> |
| 33 | #include <backendsCommon/test/ReshapeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 34 | #include <backendsCommon/test/ResizeEndToEndTestImpl.hpp> |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 35 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 36 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 37 | #include <backendsCommon/test/StridedSliceAsyncEndToEndTest.hpp> |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 38 | #include <backendsCommon/test/SubgraphUtilsTest.hpp> |
Cian McGriskin | 160edb3 | 2023-07-25 14:15:45 +0100 | [diff] [blame] | 39 | #include <backendsCommon/test/TileEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 40 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 41 | #include <backendsCommon/test/TransposeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 42 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 43 | #include <doctest/doctest.h> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 44 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 45 | TEST_SUITE("RefEndToEnd") |
| 46 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 47 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuRef}; |
| 48 | |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 49 | // ElementwiseUnary |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 50 | // Abs |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 51 | TEST_CASE("RefAbsEndToEndTestFloat32") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 52 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 53 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 54 | UnaryOperation::Abs); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 55 | } |
| 56 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 57 | TEST_CASE("RefAbsEndToEndTestUint8") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 58 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 59 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 60 | UnaryOperation::Abs); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 61 | } |
| 62 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 63 | TEST_CASE("RefAbsEndToEndTestInt16") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 64 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 65 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 66 | UnaryOperation::Abs); |
| 67 | } |
| 68 | |
| 69 | // Rsqrt |
| 70 | TEST_CASE("RefRsqrtEndToEndTestFloat32") |
| 71 | { |
| 72 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 73 | UnaryOperation::Rsqrt); |
| 74 | } |
| 75 | |
| 76 | TEST_CASE("RefRsqrtEndToEndTestUint8") |
| 77 | { |
| 78 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
| 79 | UnaryOperation::Rsqrt); |
| 80 | } |
| 81 | |
| 82 | TEST_CASE("RefRsqrtEndToEndTestInt16") |
| 83 | { |
| 84 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
| 85 | UnaryOperation::Rsqrt); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 86 | } |
| 87 | |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 88 | // Addition |
| 89 | TEST_CASE("RefAdditionEndtoEndFloat32") |
| 90 | { |
| 91 | AdditionEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 92 | } |
| 93 | |
| 94 | TEST_CASE("RefAdditionEndtoEndUint8") |
| 95 | { |
| 96 | AdditionEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 97 | } |
| 98 | |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 99 | // Constant |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 100 | TEST_CASE("ConstantUsage_Ref_Float32") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 101 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 102 | CHECK(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 103 | } |
| 104 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 105 | TEST_CASE("ConstantUsage_Ref_Uint8") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 106 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 107 | CHECK(ConstantUsageUint8Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 108 | } |
| 109 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 110 | TEST_CASE("Unsigned8") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 111 | { |
| 112 | using namespace armnn; |
| 113 | |
| 114 | // Create runtime in which test will run |
| 115 | armnn::IRuntime::CreationOptions options; |
| 116 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 117 | |
| 118 | // Builds up the structure of the network. |
| 119 | armnn::INetworkPtr net(INetwork::Create()); |
| 120 | |
| 121 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 122 | IConnectableLayer* softmax = net->AddSoftmaxLayer(SoftmaxDescriptor(), "softmax"); |
| 123 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 124 | |
| 125 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 126 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 127 | |
| 128 | // Sets the tensors in the network. |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 129 | TensorInfo inputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 130 | inputTensorInfo.SetQuantizationOffset(100); |
| 131 | inputTensorInfo.SetQuantizationScale(10000.0f); |
| 132 | input->GetOutputSlot(0).SetTensorInfo(inputTensorInfo); |
| 133 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 134 | TensorInfo outputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 135 | outputTensorInfo.SetQuantizationOffset(0); |
| 136 | outputTensorInfo.SetQuantizationScale(1.0f/255.0f); |
| 137 | softmax->GetOutputSlot(0).SetTensorInfo(outputTensorInfo); |
| 138 | |
| 139 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 140 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 141 | |
| 142 | // Loads it into the runtime. |
| 143 | NetworkId netId; |
| 144 | auto error = runtime->LoadNetwork(netId, std::move(optNet)); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 145 | CHECK(error == Status::Success); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 146 | |
| 147 | // Creates structures for input & output. |
| 148 | std::vector<uint8_t> inputData |
| 149 | { |
| 150 | 1, 10, 3, 200, 5 // Some inputs - one of which is sufficiently larger than the others to saturate softmax. |
| 151 | }; |
| 152 | std::vector<uint8_t> outputData(5); |
| 153 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 154 | TensorInfo inputTensorInfo2 = runtime->GetInputTensorInfo(netId, 0); |
| 155 | inputTensorInfo2.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 156 | armnn::InputTensors inputTensors |
| 157 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 158 | {0, armnn::ConstTensor(inputTensorInfo2, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 159 | }; |
| 160 | armnn::OutputTensors outputTensors |
| 161 | { |
| 162 | {0, armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 163 | }; |
| 164 | |
| 165 | // Does the inference. |
| 166 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 167 | |
| 168 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 169 | CHECK(outputData[0] == 0); |
| 170 | CHECK(outputData[1] == 0); |
| 171 | CHECK(outputData[2] == 0); |
| 172 | CHECK(outputData[3] == 255); // softmax has been saturated. |
| 173 | CHECK(outputData[4] == 0); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 174 | } |
| 175 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 176 | TEST_CASE("TrivialAdd") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 177 | { |
| 178 | // This test was designed to match "AddTwo" in android nn/runtime/test/TestTrivialModel.cpp. |
| 179 | |
| 180 | using namespace armnn; |
| 181 | |
| 182 | // Create runtime in which test will run |
| 183 | armnn::IRuntime::CreationOptions options; |
| 184 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 185 | |
| 186 | // Builds up the structure of the network. |
| 187 | armnn::INetworkPtr net(INetwork::Create()); |
| 188 | |
| 189 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 190 | IConnectableLayer* input2 = net->AddInputLayer(1); |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 191 | IConnectableLayer* add = net->AddElementwiseBinaryLayer(ElementwiseBinaryDescriptor(BinaryOperation::Add)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 192 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 193 | |
| 194 | input1->GetOutputSlot(0).Connect(add->GetInputSlot(0)); |
| 195 | input2->GetOutputSlot(0).Connect(add->GetInputSlot(1)); |
| 196 | add->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 197 | |
| 198 | // Sets the tensors in the network. |
| 199 | TensorInfo tensorInfo(TensorShape({3, 4}), DataType::Float32); |
| 200 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 201 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 202 | add->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 203 | |
| 204 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 205 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 206 | |
| 207 | // Loads it into the runtime. |
| 208 | NetworkId netId; |
| 209 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 210 | |
| 211 | // Creates structures for input & output - matching android nn test. |
| 212 | std::vector<float> input1Data |
| 213 | { |
| 214 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 215 | }; |
| 216 | std::vector<float> input2Data |
| 217 | { |
| 218 | 100.f, 200.f, 300.f, 400.f, 500.f, 600.f, 700.f, 800.f, 900.f, 1000.f, 1100.f, 1200.f |
| 219 | }; |
| 220 | std::vector<float> outputData(12); |
| 221 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 222 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 223 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 224 | InputTensors inputTensors |
| 225 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 226 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 227 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 228 | }; |
| 229 | OutputTensors outputTensors |
| 230 | { |
| 231 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 232 | }; |
| 233 | |
| 234 | // Does the inference. |
| 235 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 236 | |
| 237 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 238 | CHECK(outputData[0] == 101); |
| 239 | CHECK(outputData[1] == 202); |
| 240 | CHECK(outputData[2] == 303); |
| 241 | CHECK(outputData[3] == 404); |
| 242 | CHECK(outputData[4] == 505); |
| 243 | CHECK(outputData[5] == 606); |
| 244 | CHECK(outputData[6] == 707); |
| 245 | CHECK(outputData[7] == 808); |
| 246 | CHECK(outputData[8] == 909); |
| 247 | CHECK(outputData[9] == 1010); |
| 248 | CHECK(outputData[10] == 1111); |
| 249 | CHECK(outputData[11] == 1212); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 250 | } |
| 251 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 252 | TEST_CASE("MultipleOutputs") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 253 | { |
| 254 | using namespace armnn; |
| 255 | |
| 256 | // Create runtime in which test will run |
| 257 | armnn::IRuntime::CreationOptions options; |
| 258 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 259 | |
| 260 | // Builds up the structure of the network. |
| 261 | INetworkPtr net(INetwork::Create()); |
| 262 | |
| 263 | IConnectableLayer* input = net->AddInputLayer(0); |
| 264 | |
| 265 | // ReLu1 |
| 266 | ActivationDescriptor activation1Descriptor; |
| 267 | activation1Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 268 | activation1Descriptor.m_A = 1.f; |
| 269 | activation1Descriptor.m_B = -1.f; |
| 270 | IConnectableLayer* activation1 = net->AddActivationLayer(activation1Descriptor); |
| 271 | |
| 272 | // ReLu6 |
| 273 | ActivationDescriptor activation2Descriptor; |
| 274 | activation2Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 275 | activation2Descriptor.m_A = 6.0f; |
| 276 | IConnectableLayer* activation2 = net->AddActivationLayer(activation2Descriptor); |
| 277 | |
| 278 | // BoundedReLu(min=2, max=5) |
| 279 | ActivationDescriptor activation3Descriptor; |
| 280 | activation3Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 281 | activation3Descriptor.m_A = 5.0f; |
| 282 | activation3Descriptor.m_B = 2.0f; |
| 283 | IConnectableLayer* activation3 = net->AddActivationLayer(activation3Descriptor); |
| 284 | |
| 285 | IConnectableLayer* output1 = net->AddOutputLayer(0); |
| 286 | IConnectableLayer* output2 = net->AddOutputLayer(1); |
| 287 | IConnectableLayer* output3 = net->AddOutputLayer(2); |
| 288 | |
| 289 | input->GetOutputSlot(0).Connect(activation1->GetInputSlot(0)); |
| 290 | input->GetOutputSlot(0).Connect(activation2->GetInputSlot(0)); |
| 291 | input->GetOutputSlot(0).Connect(activation3->GetInputSlot(0)); |
| 292 | |
| 293 | activation1->GetOutputSlot(0).Connect(output1->GetInputSlot(0)); |
| 294 | activation2->GetOutputSlot(0).Connect(output2->GetInputSlot(0)); |
| 295 | activation3->GetOutputSlot(0).Connect(output3->GetInputSlot(0)); |
| 296 | |
| 297 | // Sets the tensors in the network. |
| 298 | TensorInfo tensorInfo(TensorShape({ 10 }), DataType::Float32); |
| 299 | input->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 300 | activation1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 301 | activation2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 302 | activation3->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 303 | |
| 304 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 305 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 306 | |
| 307 | // Loads it into the runtime. |
| 308 | NetworkId netId; |
| 309 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 310 | |
| 311 | // Creates structures for input & output. |
| 312 | 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 }; |
| 313 | |
| 314 | std::vector<float> output1Data(inputData.size()); |
| 315 | std::vector<float> output2Data(inputData.size()); |
| 316 | std::vector<float> output3Data(inputData.size()); |
| 317 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 318 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 319 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 320 | InputTensors inputTensors |
| 321 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 322 | {0,armnn::ConstTensor(inputTensorInfo, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 323 | }; |
| 324 | OutputTensors outputTensors |
| 325 | { |
| 326 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), output1Data.data())}, |
| 327 | {1,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 1), output2Data.data())}, |
| 328 | {2,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 2), output3Data.data())} |
| 329 | }; |
| 330 | |
| 331 | // Does the inference. |
| 332 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 333 | |
| 334 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 335 | 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 |
| 336 | 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 |
| 337 | 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] | 338 | } |
| 339 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 340 | TEST_CASE("TrivialMin") |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 341 | { |
| 342 | using namespace armnn; |
| 343 | |
| 344 | // Create runtime in which test will run |
| 345 | armnn::IRuntime::CreationOptions options; |
| 346 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 347 | |
| 348 | // Builds up the structure of the network. |
| 349 | armnn::INetworkPtr net(INetwork::Create()); |
| 350 | |
| 351 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 352 | IConnectableLayer* input2 = net->AddInputLayer(1); |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 353 | IConnectableLayer* min = net->AddElementwiseBinaryLayer(ElementwiseBinaryDescriptor(BinaryOperation::Minimum)); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 354 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 355 | |
| 356 | input1->GetOutputSlot(0).Connect(min->GetInputSlot(0)); |
| 357 | input2->GetOutputSlot(0).Connect(min->GetInputSlot(1)); |
| 358 | min->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 359 | |
| 360 | // Sets the tensors in the network. |
| 361 | TensorInfo tensorInfo(TensorShape({1, 1, 1, 4}), DataType::Float32); |
| 362 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 363 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 364 | min->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 365 | |
| 366 | // optimize the network |
| 367 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
| 368 | |
| 369 | // Loads it into the runtime. |
| 370 | NetworkId netId; |
| 371 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 372 | |
| 373 | // Creates structures for input & output - matching android nn test. |
| 374 | std::vector<float> input1Data |
| 375 | { |
| 376 | 1.0f, 2.0f, 3.0f, 4.0f |
| 377 | }; |
| 378 | std::vector<float> input2Data |
| 379 | { |
| 380 | 2.0f, 1.0f, 5.0f, 2.0f |
| 381 | }; |
| 382 | std::vector<float> outputData(4); |
| 383 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 384 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 385 | inputTensorInfo.SetConstant(true); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 386 | InputTensors inputTensors |
| 387 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 388 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 389 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 390 | }; |
| 391 | OutputTensors outputTensors |
| 392 | { |
| 393 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 394 | }; |
| 395 | |
| 396 | // Does the inference. |
| 397 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 398 | |
| 399 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 400 | CHECK(outputData[0] == 1); |
| 401 | CHECK(outputData[1] == 1); |
| 402 | CHECK(outputData[2] == 3); |
| 403 | CHECK(outputData[3] == 2); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 404 | } |
| 405 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 406 | TEST_CASE("RefEqualSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 407 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 408 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 409 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 410 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 411 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 412 | ComparisonOperation::Equal, |
| 413 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 414 | } |
| 415 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 416 | TEST_CASE("RefGreaterSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 417 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 418 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 419 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 420 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 421 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 422 | ComparisonOperation::Greater, |
| 423 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 424 | } |
| 425 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 426 | TEST_CASE("RefEqualSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 427 | { |
| 428 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 429 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
| 430 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 431 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 432 | ComparisonOperation::Equal, |
| 433 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 434 | } |
| 435 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 436 | TEST_CASE("RefGreaterSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 437 | { |
| 438 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 439 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 440 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 441 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 442 | ComparisonOperation::Greater, |
| 443 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 444 | } |
| 445 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 446 | TEST_CASE("RefEqualBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 447 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 448 | const std::vector<uint8_t> expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 449 | 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 450 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 451 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 452 | ComparisonOperation::Equal, |
| 453 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 454 | } |
| 455 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 456 | TEST_CASE("RefGreaterBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 457 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 458 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 459 | 1, 1, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 460 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 461 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 462 | ComparisonOperation::Greater, |
| 463 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 464 | } |
| 465 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 466 | TEST_CASE("RefEqualBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 467 | { |
| 468 | const std::vector<uint8_t > expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 469 | 0, 0, 0, 0, 0, 0 }); |
| 470 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 471 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 472 | ComparisonOperation::Equal, |
| 473 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 474 | } |
| 475 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 476 | TEST_CASE("RefGreaterBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 477 | { |
| 478 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 479 | 1, 1, 1, 1, 1, 1 }); |
| 480 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 481 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 482 | ComparisonOperation::Greater, |
| 483 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 484 | } |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 485 | |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 486 | TEST_CASE("RefBatchMatMulEndToEndFloat32Test") |
| 487 | { |
| 488 | BatchMatMulEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 489 | } |
| 490 | |
Teresa Charlin | 1fe6c81 | 2022-11-01 15:59:50 +0000 | [diff] [blame] | 491 | TEST_CASE("RefBatchMatMulEndToEndInt8Test") |
| 492 | { |
| 493 | BatchMatMulEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 494 | } |
| 495 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 496 | TEST_CASE("RefBatchToSpaceNdEndToEndFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 497 | { |
| 498 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 499 | } |
| 500 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 501 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 502 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 503 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 504 | } |
| 505 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 506 | TEST_CASE("RefBatchToSpaceNdEndToEndQSymm16NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 507 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 508 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 509 | } |
| 510 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 511 | TEST_CASE("RefBatchToSpaceNdEndToEndFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 512 | { |
| 513 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 514 | } |
| 515 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 516 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 517 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 518 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 519 | } |
| 520 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 521 | TEST_CASE("RefBatchToSpaceNdEndToEndQSymm16NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 522 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 523 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 524 | } |
| 525 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 526 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 527 | { |
| 528 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 529 | } |
| 530 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 531 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 532 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 533 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 534 | } |
| 535 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 536 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexQSymm16NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 537 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 538 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 539 | } |
| 540 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 541 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 542 | { |
| 543 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 544 | } |
| 545 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 546 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 547 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 548 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 549 | } |
| 550 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 551 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexQSymm16NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 552 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 553 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 554 | } |
| 555 | |
Teresa Charlin | 43baf50 | 2021-09-27 10:10:39 +0100 | [diff] [blame] | 556 | TEST_CASE("RefChannelShuffleFloatTest") |
| 557 | { |
| 558 | ChannelShuffleEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 559 | } |
| 560 | |
| 561 | TEST_CASE("RefChannelShuffleUint8Test") |
| 562 | { |
| 563 | ChannelShuffleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 564 | } |
| 565 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 566 | TEST_CASE("RefConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 567 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 568 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 569 | } |
| 570 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 571 | TEST_CASE("RefConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 572 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 573 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 574 | } |
| 575 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 576 | TEST_CASE("RefConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 577 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 578 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 579 | } |
| 580 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 581 | TEST_CASE("RefConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 582 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 583 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 584 | } |
| 585 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 586 | TEST_CASE("RefConcatEndToEndDim2Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 587 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 588 | ConcatDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 589 | } |
| 590 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 591 | TEST_CASE("RefConcatEndToEndDim2Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 592 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 593 | ConcatDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 594 | } |
| 595 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 596 | TEST_CASE("RefConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 597 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 598 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 599 | } |
| 600 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 601 | TEST_CASE("RefConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 602 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 603 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 604 | } |
| 605 | |
Matthew Sloyan | c5fe6e7 | 2022-11-25 16:10:00 +0000 | [diff] [blame] | 606 | TEST_CASE("RefConvolution2dFloat32Test") |
| 607 | { |
| 608 | Convolution2dEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 609 | } |
| 610 | |
| 611 | TEST_CASE("RefConvolution2dNchwFloat32Test") |
| 612 | { |
| 613 | Convolution2dEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 614 | } |
| 615 | |
| 616 | TEST_CASE("RefConvolution2dFloat16Test") |
| 617 | { |
| 618 | Convolution2dEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 619 | } |
| 620 | |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 621 | TEST_CASE("RefConvolution3dFloat32Test") |
| 622 | { |
| 623 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 624 | armnn::DataLayout::NDHWC); |
| 625 | } |
| 626 | |
| 627 | TEST_CASE("RefConvolution3dNcdhwFloat32Test") |
| 628 | { |
| 629 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 630 | armnn::DataLayout::NCDHW); |
| 631 | } |
| 632 | |
| 633 | TEST_CASE("RefConvolution3dFloat16Test") |
| 634 | { |
| 635 | Convolution3dEndToEnd<armnn::DataType::Float16, armnn::DataType::Float16>(defaultBackends, |
| 636 | armnn::DataLayout::NDHWC); |
| 637 | } |
| 638 | |
| 639 | TEST_CASE("RefConvolution3dUint8Test") |
| 640 | { |
| 641 | Convolution3dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(defaultBackends, |
| 642 | armnn::DataLayout::NDHWC); |
| 643 | } |
| 644 | |
| 645 | TEST_CASE("RefConvolution3dInt8Test") |
| 646 | { |
| 647 | Convolution3dEndToEnd<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(defaultBackends, |
| 648 | armnn::DataLayout::NDHWC); |
| 649 | } |
| 650 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 651 | TEST_CASE("RefEluEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 652 | { |
| 653 | EluEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 654 | } |
| 655 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 656 | TEST_CASE("RefEluEndToEndTestFloat16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 657 | { |
| 658 | EluEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 659 | } |
| 660 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 661 | TEST_CASE("RefEluEndToEndTestQAsymmS8") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 662 | { |
| 663 | EluEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 664 | } |
| 665 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 666 | TEST_CASE("RefEluEndToEndTestQAsymmU8") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 667 | { |
| 668 | EluEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 669 | } |
| 670 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 671 | TEST_CASE("RefEluEndToEndTestQSymmS16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 672 | { |
| 673 | EluEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 674 | } |
| 675 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 676 | TEST_CASE("RefFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 677 | { |
| 678 | FillEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 679 | } |
| 680 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 681 | TEST_CASE("RefFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 682 | { |
| 683 | FillEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 684 | } |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 685 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 686 | TEST_CASE("RefFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 687 | { |
| 688 | FillEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 689 | } |
| 690 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 691 | TEST_CASE("RefFullyConnectedEndToEndTestFloat32") |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 692 | { |
| 693 | FullyConnectedWithDynamicWeightsEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 694 | } |
| 695 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 696 | TEST_CASE("RefFullyConnectedEndToEndTestNonConstantWeightsConstantBiasesFloat32") |
| 697 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 698 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 699 | } |
| 700 | |
| 701 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsNonConstantBiasesFloat32") |
| 702 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 703 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false); |
Cathal Corbett | 521032f | 2021-10-07 11:46:40 +0100 | [diff] [blame] | 704 | } |
| 705 | |
| 706 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsTensorInfoNotSet") |
| 707 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 708 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, true, true, false); |
| 709 | } |
| 710 | |
| 711 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsNotConnectedExplicitCheck") |
| 712 | { |
| 713 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, false, true, true); |
| 714 | } |
| 715 | |
| 716 | TEST_CASE("RefFullyConnectedEndToEndTestBiasNotConnectedExplicitCheck") |
| 717 | { |
| 718 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, true, false, true); |
| 719 | } |
| 720 | |
| 721 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsAndBiasNotConnected") |
| 722 | { |
| 723 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, false, false, true); |
| 724 | } |
| 725 | |
| 726 | TEST_CASE("RefFullyConnectedEndToEndTestBiasDisabledConnectBias") |
| 727 | { |
| 728 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, false, false, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 729 | } |
| 730 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 731 | TEST_CASE("RefGatherFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 732 | { |
| 733 | GatherEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 734 | } |
| 735 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 736 | TEST_CASE("RefGatherUint8Test") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 737 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 738 | GatherEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 739 | } |
| 740 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 741 | TEST_CASE("RefGatherInt16Test") |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 742 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 743 | GatherEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 744 | } |
| 745 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 746 | TEST_CASE("RefGatherMultiDimFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 747 | { |
| 748 | GatherMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 749 | } |
| 750 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 751 | TEST_CASE("RefGatherMultiDimUint8Test") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 752 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 753 | GatherMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 754 | } |
| 755 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 756 | TEST_CASE("RefGatherMultiDimInt16Test") |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 757 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 758 | GatherMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 759 | } |
| 760 | |
Teresa Charlin | b2d3ec5 | 2022-04-12 22:07:09 +0100 | [diff] [blame] | 761 | TEST_CASE("RefGatherNdFloatTest") |
| 762 | { |
| 763 | GatherNdEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 764 | } |
| 765 | |
| 766 | TEST_CASE("RefGatherNdUint8Test") |
| 767 | { |
| 768 | GatherNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 769 | } |
| 770 | |
| 771 | TEST_CASE("RefGatherNdInt16Test") |
| 772 | { |
| 773 | GatherNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 774 | } |
| 775 | |
| 776 | TEST_CASE("RefGatherNdMultiDimFloatTest") |
| 777 | { |
| 778 | GatherNdMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 779 | } |
| 780 | |
| 781 | TEST_CASE("RefGatherNdMultiDimUint8Test") |
| 782 | { |
| 783 | GatherNdMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 784 | } |
| 785 | |
| 786 | TEST_CASE("RefGatherNdMultiDimInt16Test") |
| 787 | { |
| 788 | GatherNdMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 789 | } |
| 790 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 791 | // DepthToSpace |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 792 | TEST_CASE("DephtToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 793 | { |
| 794 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 795 | } |
| 796 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 797 | TEST_CASE("DephtToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 798 | { |
| 799 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 800 | } |
| 801 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 802 | TEST_CASE("DephtToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 803 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 804 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 805 | } |
| 806 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 807 | TEST_CASE("DephtToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 808 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 809 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 810 | } |
| 811 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 812 | TEST_CASE("DephtToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 813 | { |
| 814 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 815 | } |
| 816 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 817 | TEST_CASE("DephtToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 818 | { |
| 819 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 820 | } |
| 821 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 822 | TEST_CASE("DephtToSpaceEndToEndNhwcUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 823 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 824 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 825 | } |
| 826 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 827 | TEST_CASE("DephtToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 828 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 829 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 830 | } |
| 831 | |
| 832 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 833 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 834 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 835 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 836 | } |
| 837 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 838 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 839 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 840 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 841 | } |
| 842 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 843 | TEST_CASE("DequantizeEndToEndSimpleInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 844 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 845 | DequantizeEndToEndSimple<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 846 | } |
| 847 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 848 | TEST_CASE("DequantizeEndToEndOffsetInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 849 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 850 | DequantizeEndToEndOffset<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 851 | } |
| 852 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 853 | TEST_CASE("RefDetectionPostProcessRegularNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 854 | { |
| 855 | std::vector<float> boxEncodings({ |
| 856 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 857 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 858 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 859 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 860 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 861 | 0.0f, 0.0f, 0.0f, 0.0f |
| 862 | }); |
| 863 | std::vector<float> scores({ |
| 864 | 0.0f, 0.9f, 0.8f, |
| 865 | 0.0f, 0.75f, 0.72f, |
| 866 | 0.0f, 0.6f, 0.5f, |
| 867 | 0.0f, 0.93f, 0.95f, |
| 868 | 0.0f, 0.5f, 0.4f, |
| 869 | 0.0f, 0.3f, 0.2f |
| 870 | }); |
| 871 | std::vector<float> anchors({ |
| 872 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 873 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 874 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 875 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 876 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 877 | 0.5f, 100.5f, 1.0f, 1.0f |
| 878 | }); |
| 879 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 880 | } |
| 881 | |
| 882 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 883 | { |
| 884 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 885 | { |
| 886 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 887 | } |
| 888 | } |
| 889 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 890 | TEST_CASE("RefDetectionPostProcessRegularNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 891 | { |
| 892 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 893 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 894 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 895 | |
| 896 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 897 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 898 | scoresInfo.SetQuantizationScale(0.01f); |
| 899 | scoresInfo.SetQuantizationOffset(0); |
| 900 | anchorsInfo.SetQuantizationScale(0.5f); |
| 901 | anchorsInfo.SetQuantizationOffset(0); |
| 902 | |
| 903 | std::vector<float> boxEncodings({ |
| 904 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 905 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 906 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 907 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 908 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 909 | 0.0f, 0.0f, 0.0f, 0.0f |
| 910 | }); |
| 911 | std::vector<float> scores({ |
| 912 | 0.0f, 0.9f, 0.8f, |
| 913 | 0.0f, 0.75f, 0.72f, |
| 914 | 0.0f, 0.6f, 0.5f, |
| 915 | 0.0f, 0.93f, 0.95f, |
| 916 | 0.0f, 0.5f, 0.4f, |
| 917 | 0.0f, 0.3f, 0.2f |
| 918 | }); |
| 919 | std::vector<float> anchors({ |
| 920 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 921 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 922 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 923 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 924 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 925 | 0.5f, 100.5f, 1.0f, 1.0f |
| 926 | }); |
| 927 | |
| 928 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 929 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 930 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 931 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 932 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 933 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 934 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 935 | qScores, qAnchors, |
| 936 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 937 | } |
| 938 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 939 | TEST_CASE("RefDetectionPostProcessFastNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 940 | { |
| 941 | std::vector<float> boxEncodings({ |
| 942 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 943 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 944 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 945 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 946 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 947 | 0.0f, 0.0f, 0.0f, 0.0f |
| 948 | }); |
| 949 | std::vector<float> scores({ |
| 950 | 0.0f, 0.9f, 0.8f, |
| 951 | 0.0f, 0.75f, 0.72f, |
| 952 | 0.0f, 0.6f, 0.5f, |
| 953 | 0.0f, 0.93f, 0.95f, |
| 954 | 0.0f, 0.5f, 0.4f, |
| 955 | 0.0f, 0.3f, 0.2f |
| 956 | }); |
| 957 | std::vector<float> anchors({ |
| 958 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 959 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 960 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 961 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 962 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 963 | 0.5f, 100.5f, 1.0f, 1.0f |
| 964 | }); |
| 965 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 966 | } |
| 967 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 968 | TEST_CASE("RefDetectionPostProcessFastNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 969 | { |
| 970 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 971 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 972 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 973 | |
| 974 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 975 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 976 | scoresInfo.SetQuantizationScale(0.01f); |
| 977 | scoresInfo.SetQuantizationOffset(0); |
| 978 | anchorsInfo.SetQuantizationScale(0.5f); |
| 979 | anchorsInfo.SetQuantizationOffset(0); |
| 980 | |
| 981 | std::vector<float> boxEncodings({ |
| 982 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 983 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 984 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 985 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 986 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 987 | 0.0f, 0.0f, 0.0f, 0.0f |
| 988 | }); |
| 989 | std::vector<float> scores({ |
| 990 | 0.0f, 0.9f, 0.8f, |
| 991 | 0.0f, 0.75f, 0.72f, |
| 992 | 0.0f, 0.6f, 0.5f, |
| 993 | 0.0f, 0.93f, 0.95f, |
| 994 | 0.0f, 0.5f, 0.4f, |
| 995 | 0.0f, 0.3f, 0.2f |
| 996 | }); |
| 997 | std::vector<float> anchors({ |
| 998 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 999 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1000 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1001 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 1002 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 1003 | 0.5f, 100.5f, 1.0f, 1.0f |
| 1004 | }); |
| 1005 | |
| 1006 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 1007 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 1008 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 1009 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 1010 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 1011 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1012 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 1013 | qScores, qAnchors, |
| 1014 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 1015 | } |
| 1016 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1017 | // HardSwish |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1018 | TEST_CASE("RefHardSwishEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1019 | { |
| 1020 | HardSwishEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 1021 | } |
| 1022 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1023 | TEST_CASE("RefHardSwishEndToEndTestFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1024 | { |
| 1025 | HardSwishEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 1026 | } |
| 1027 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1028 | TEST_CASE("RefHardSwishEndToEndTestQAsymmS8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1029 | { |
| 1030 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1031 | } |
| 1032 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1033 | TEST_CASE("RefHardSwishEndToEndTestQAsymmU8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1034 | { |
| 1035 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1036 | } |
| 1037 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1038 | TEST_CASE("RefHardSwishEndToEndTestQSymmS16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1039 | { |
| 1040 | HardSwishEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 1041 | } |
| 1042 | |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 1043 | // LogSoftmax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1044 | TEST_CASE("RefLogSoftmaxEndToEndTest") |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 1045 | { |
| 1046 | LogSoftmaxEndToEndTest(defaultBackends); |
| 1047 | } |
| 1048 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1049 | TEST_CASE("RefPreluEndToEndTestFloat32") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1050 | { |
| 1051 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 1052 | } |
| 1053 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1054 | TEST_CASE("RefPreluEndToEndTestUint8") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1055 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1056 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1057 | } |
| 1058 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1059 | TEST_CASE("RefPreluEndToEndTestQSymm16") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1060 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1061 | PreluEndToEndPositiveTest<armnn::DataType::QSymmS16>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1062 | } |
| 1063 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1064 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1065 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1066 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1067 | } |
| 1068 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1069 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1070 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1071 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1072 | } |
| 1073 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1074 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1075 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1076 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1077 | } |
| 1078 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1079 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1080 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1081 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1082 | } |
| 1083 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1084 | TEST_CASE("RefSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1085 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1086 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1087 | } |
| 1088 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1089 | TEST_CASE("RefSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1090 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1091 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1092 | } |
| 1093 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1094 | TEST_CASE("RefSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1095 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1096 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1097 | } |
| 1098 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1099 | TEST_CASE("RefSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1100 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1101 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1102 | } |
| 1103 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1104 | TEST_CASE("RefSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1105 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1106 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1107 | } |
| 1108 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1109 | TEST_CASE("RefSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1110 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1111 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1112 | } |
| 1113 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1114 | TEST_CASE("RefSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1115 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1116 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1117 | } |
| 1118 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1119 | TEST_CASE("RefSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1120 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1121 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1122 | } |
| 1123 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1124 | TEST_CASE("RefSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1125 | { |
| 1126 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1127 | } |
| 1128 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1129 | TEST_CASE("RefSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1130 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1131 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1132 | } |
| 1133 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1134 | TEST_CASE("RefSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1135 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1136 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1137 | } |
| 1138 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1139 | TEST_CASE("RefSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1140 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1141 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1142 | } |
| 1143 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1144 | TEST_CASE("RefSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1145 | { |
| 1146 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1147 | } |
| 1148 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1149 | TEST_CASE("RefSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1150 | { |
| 1151 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1152 | } |
| 1153 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1154 | TEST_CASE("RefSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1155 | { |
| 1156 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1157 | } |
| 1158 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1159 | TEST_CASE("RefSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1160 | { |
| 1161 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1162 | } |
| 1163 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1164 | TEST_CASE("RefSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1165 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1166 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1167 | } |
| 1168 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1169 | TEST_CASE("RefSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1170 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1171 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1172 | } |
| 1173 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1174 | TEST_CASE("RefSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1175 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1176 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1177 | } |
| 1178 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1179 | TEST_CASE("RefSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1180 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1181 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1182 | } |
| 1183 | |
Cian McGriskin | 160edb3 | 2023-07-25 14:15:45 +0100 | [diff] [blame] | 1184 | // Tile |
| 1185 | TEST_CASE("RefTileEndToEndFloat32") |
| 1186 | { |
| 1187 | TileEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1188 | } |
| 1189 | |
| 1190 | TEST_CASE("RefTileEndToEndFloat16") |
| 1191 | { |
| 1192 | TileEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1193 | } |
| 1194 | |
| 1195 | TEST_CASE("RefTileEndToEndQAsymmS8") |
| 1196 | { |
| 1197 | TileEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1198 | } |
| 1199 | |
| 1200 | TEST_CASE("RefTileEndToEndQAsymmU8") |
| 1201 | { |
| 1202 | TileEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1203 | } |
| 1204 | |
| 1205 | TEST_CASE("RefTileEndToEndQSymmS8") |
| 1206 | { |
| 1207 | TileEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1208 | } |
| 1209 | |
| 1210 | TEST_CASE("RefTileEndToEndQSymmS16") |
| 1211 | { |
| 1212 | TileEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1213 | } |
| 1214 | |
| 1215 | TEST_CASE("RefTileEndToEndSigned32") |
| 1216 | { |
| 1217 | TileEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1218 | } |
| 1219 | |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1220 | // TransposeConvolution2d |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1221 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1222 | { |
| 1223 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1224 | defaultBackends, armnn::DataLayout::NCHW); |
| 1225 | } |
| 1226 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1227 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1228 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1229 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1230 | defaultBackends, armnn::DataLayout::NCHW); |
| 1231 | } |
| 1232 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1233 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1234 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1235 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1236 | defaultBackends, armnn::DataLayout::NCHW); |
| 1237 | } |
| 1238 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1239 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1240 | { |
| 1241 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1242 | defaultBackends, armnn::DataLayout::NHWC); |
| 1243 | } |
| 1244 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1245 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1246 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1247 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1248 | defaultBackends, armnn::DataLayout::NHWC); |
| 1249 | } |
| 1250 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1251 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1252 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1253 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1254 | defaultBackends, armnn::DataLayout::NHWC); |
| 1255 | } |
| 1256 | |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 1257 | // Transpose |
| 1258 | TEST_CASE("RefTransposeEndToEndTest") |
| 1259 | { |
| 1260 | TransposeEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1261 | } |
| 1262 | |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1263 | // Resize Bilinear |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1264 | TEST_CASE("RefResizeBilinearEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1265 | { |
| 1266 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1267 | } |
| 1268 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1269 | TEST_CASE("RefResizeBilinearEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1270 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1271 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1272 | } |
| 1273 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1274 | TEST_CASE("RefResizeBilinearEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1275 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1276 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1277 | } |
| 1278 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1279 | TEST_CASE("RefResizeBilinearEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1280 | { |
| 1281 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1282 | } |
| 1283 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1284 | TEST_CASE("RefResizeBilinearEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1285 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1286 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1287 | } |
| 1288 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1289 | TEST_CASE("RefResizeBilinearEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1290 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1291 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1292 | } |
| 1293 | |
| 1294 | // Resize NearestNeighbor |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1295 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1296 | { |
| 1297 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1298 | } |
| 1299 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1300 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1301 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1302 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1303 | } |
| 1304 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1305 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1306 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1307 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1308 | } |
| 1309 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1310 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1311 | { |
| 1312 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1313 | } |
| 1314 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1315 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1316 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1317 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1318 | } |
| 1319 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1320 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1321 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1322 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1323 | } |
| 1324 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1325 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1326 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1327 | { |
| 1328 | InstanceNormalizationNhwcEndToEndTest1(defaultBackends); |
| 1329 | } |
| 1330 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1331 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1332 | { |
| 1333 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 1334 | } |
| 1335 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1336 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1337 | { |
| 1338 | InstanceNormalizationNhwcEndToEndTest2(defaultBackends); |
| 1339 | } |
| 1340 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1341 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1342 | { |
| 1343 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 1344 | } |
| 1345 | |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1346 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1347 | TEST_CASE("RefArgMaxSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1348 | { |
| 1349 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1350 | } |
| 1351 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1352 | TEST_CASE("RefArgMaxSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1353 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1354 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1355 | } |
| 1356 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1357 | TEST_CASE("RefArgMinSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1358 | { |
| 1359 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1360 | } |
| 1361 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1362 | TEST_CASE("RefArgMinSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1363 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1364 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1365 | } |
| 1366 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1367 | TEST_CASE("RefArgMaxAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1368 | { |
| 1369 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1370 | } |
| 1371 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1372 | TEST_CASE("RefArgMaxAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1373 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1374 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1375 | } |
| 1376 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1377 | TEST_CASE("RefArgMinAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1378 | { |
| 1379 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1380 | } |
| 1381 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1382 | TEST_CASE("RefArgMinAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1383 | { |
| 1384 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1385 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1386 | } |
| 1387 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1388 | TEST_CASE("RefArgMaxAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1389 | { |
| 1390 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1391 | } |
| 1392 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1393 | TEST_CASE("RefArgMaxAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1394 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1395 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1396 | } |
| 1397 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1398 | TEST_CASE("RefArgMinAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1399 | { |
| 1400 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1401 | } |
| 1402 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1403 | TEST_CASE("RefArgMinAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1404 | { |
| 1405 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1406 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1407 | } |
| 1408 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1409 | TEST_CASE("RefArgMaxAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1410 | { |
| 1411 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1412 | } |
| 1413 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1414 | TEST_CASE("RefArgMaxAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1415 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1416 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1417 | } |
| 1418 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1419 | TEST_CASE("RefArgMinAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1420 | { |
| 1421 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1422 | } |
| 1423 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1424 | TEST_CASE("RefArgMinAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1425 | { |
| 1426 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1427 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1428 | } |
| 1429 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1430 | TEST_CASE("RefArgMaxAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1431 | { |
| 1432 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1433 | } |
| 1434 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1435 | TEST_CASE("RefArgMaxAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1436 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1437 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1438 | } |
| 1439 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1440 | TEST_CASE("RefArgMinAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1441 | { |
| 1442 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1443 | } |
| 1444 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1445 | TEST_CASE("RefArgMinAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1446 | { |
| 1447 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1448 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1449 | } |
| 1450 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1451 | TEST_CASE("RefQLstmEndToEndTest") |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 1452 | { |
| 1453 | QLstmEndToEnd(defaultBackends); |
| 1454 | } |
| 1455 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1456 | TEST_CASE("RefRankEndToEndTest") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1457 | { |
| 1458 | RankEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1459 | } |
| 1460 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1461 | TEST_CASE("RefRankEndToEndTestFloat16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1462 | { |
| 1463 | RankEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1464 | } |
| 1465 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1466 | TEST_CASE("RefRankEndToEndTestInt32") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1467 | { |
| 1468 | RankEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1469 | } |
| 1470 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1471 | TEST_CASE("RefRankEndToEndTestQAsymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1472 | { |
| 1473 | RankEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1474 | } |
| 1475 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1476 | TEST_CASE("RefRankEndToEndTestQSymmS16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1477 | { |
| 1478 | RankEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1479 | } |
| 1480 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1481 | TEST_CASE("RefRankEndToEndTestQSymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1482 | { |
| 1483 | RankEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1484 | } |
| 1485 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 1486 | // Reduce |
| 1487 | TEST_CASE("RefReduceEndToEndTest") |
| 1488 | { |
| 1489 | ReduceEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1490 | } |
| 1491 | |
| 1492 | TEST_CASE("RefReduceEndToEndTestFloat16") |
| 1493 | { |
| 1494 | ReduceEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1495 | } |
| 1496 | |
| 1497 | // Reshape |
| 1498 | TEST_CASE("RefReshapeEndToEndTest") |
| 1499 | { |
| 1500 | ReshapeEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1501 | } |
| 1502 | |
| 1503 | TEST_CASE("RefReshapeEndToEndTestFloat16") |
| 1504 | { |
| 1505 | ReshapeEndToEndFloat16<armnn::DataType::Float16>(defaultBackends); |
| 1506 | } |
| 1507 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1508 | TEST_CASE("RefForceImportWithAlignedBuffersEndToEndTest") |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1509 | { |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1510 | ForceImportWithAlignedBuffersEndToEndTest(defaultBackends); |
| 1511 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1512 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1513 | TEST_CASE("RefForceImportWithMisalignedInputBuffersEndToEndTest") |
| 1514 | { |
| 1515 | ForceImportWithMisalignedInputBuffersEndToEndTest(defaultBackends); |
| 1516 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1517 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1518 | TEST_CASE("RefForceImportWithMisalignedOutputBuffersEndToEndTest") |
| 1519 | { |
| 1520 | ForceImportWithMisalignedOutputBuffersEndToEndTest(defaultBackends); |
| 1521 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1522 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1523 | TEST_CASE("RefForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 1524 | { |
| 1525 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(defaultBackends); |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1526 | } |
| 1527 | |
David Monahan | 1682971 | 2022-02-03 17:04:59 +0000 | [diff] [blame] | 1528 | TEST_CASE("RefForceImportRepeatedInferencesEndToEndTest") |
| 1529 | { |
| 1530 | ForceImportRepeatedInferencesEndToEndTest(defaultBackends); |
| 1531 | } |
| 1532 | |
| 1533 | TEST_CASE("RefForceImportRepeatedInferencesInvertedEndToEndTest") |
| 1534 | { |
| 1535 | ForceImportRepeatedInferencesInvertedEndToEndTest(defaultBackends); |
| 1536 | } |
| 1537 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1538 | #if !defined(__ANDROID__) |
| 1539 | // Only run these tests on non Android platforms |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1540 | TEST_CASE("RefImportNonAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1541 | { |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1542 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 1543 | } |
| 1544 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1545 | TEST_CASE("RefExportNonAlignedPointerTest") |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1546 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1547 | ExportNonAlignedOutputPointerTest(defaultBackends); |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1548 | } |
| 1549 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1550 | TEST_CASE("RefImportAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1551 | { |
| 1552 | ImportAlignedPointerTest(defaultBackends); |
| 1553 | } |
| 1554 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1555 | TEST_CASE("RefImportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1556 | { |
| 1557 | ImportOnlyWorkload(defaultBackends); |
| 1558 | } |
| 1559 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1560 | TEST_CASE("RefExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1561 | { |
| 1562 | ExportOnlyWorkload(defaultBackends); |
| 1563 | } |
| 1564 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1565 | TEST_CASE("RefImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1566 | { |
| 1567 | ImportAndExportWorkload(defaultBackends); |
| 1568 | } |
| 1569 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1570 | TEST_CASE("RefExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1571 | { |
| 1572 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
| 1573 | } |
| 1574 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1575 | TEST_CASE("RefStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 1576 | { |
| 1577 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 1578 | } |
| 1579 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1580 | TEST_CASE("RefThreadSafeFP32StridedSlicedEndToEndTest") |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 1581 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 1582 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 1); |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 1583 | } |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 1584 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1585 | TEST_CASE("RefAsyncFP32StridedSlicedMultiThreadedEndToEndTest") |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 1586 | { |
| 1587 | armnn::experimental::StridedSlicedMultiThreadedEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 1588 | } |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1589 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1590 | TEST_CASE("RefAsyncFP32StridedSlicedScheduledMultiThreadedEndToEndTest") |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1591 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 1592 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 3); |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1593 | } |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 1594 | |
| 1595 | TEST_CASE("RefAddEndToEndTestFloat32") |
| 1596 | { |
| 1597 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Add); |
| 1598 | } |
| 1599 | TEST_CASE("RefAddEndToEndTestUint8") |
| 1600 | { |
| 1601 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Add); |
| 1602 | } |
| 1603 | TEST_CASE("RefDivEndToEndTestFloat32") |
| 1604 | { |
| 1605 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Div); |
| 1606 | } |
| 1607 | TEST_CASE("RefDivEndToEndTestUint8") |
| 1608 | { |
| 1609 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Div); |
| 1610 | } |
| 1611 | TEST_CASE("RefMulEndToEndTestFloat32") |
| 1612 | { |
| 1613 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Mul); |
| 1614 | } |
| 1615 | TEST_CASE("RefMulEndToEndTestUint8") |
| 1616 | { |
| 1617 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Mul); |
| 1618 | } |
| 1619 | TEST_CASE("RefSubEndToEndTestFloat32") |
| 1620 | { |
| 1621 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Sub); |
| 1622 | } |
| 1623 | TEST_CASE("RefSubEndToEndTestUint8") |
| 1624 | { |
| 1625 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Sub); |
| 1626 | } |
| 1627 | TEST_CASE("RefMaximumEndToEndTestFloat32") |
| 1628 | { |
| 1629 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Maximum); |
| 1630 | } |
| 1631 | TEST_CASE("RefMaximumEndToEndTestUint8") |
| 1632 | { |
| 1633 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Maximum); |
| 1634 | } |
| 1635 | TEST_CASE("RefMinimumEndToEndTestFloat32") |
| 1636 | { |
| 1637 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Minimum); |
| 1638 | } |
| 1639 | TEST_CASE("RefMinimumEndToEndTestUint8") |
| 1640 | { |
| 1641 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Minimum); |
| 1642 | } |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 1643 | TEST_CASE("RefPowerEndToEndTestFloat32") |
| 1644 | { |
| 1645 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Power); |
| 1646 | } |
| 1647 | TEST_CASE("RefPowerEndToEndTestUint8") |
| 1648 | { |
| 1649 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Power); |
| 1650 | } |
| 1651 | TEST_CASE("RefSquaredDifferenceEndToEndTestFloat32") |
| 1652 | { |
| 1653 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::SqDiff); |
| 1654 | } |
| 1655 | TEST_CASE("RefSquaredDifferenceEndToEndTestUint8") |
| 1656 | { |
| 1657 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::SqDiff); |
| 1658 | } |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 1659 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1660 | #endif |
| 1661 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 1662 | // Backend Optimization Tests |
| 1663 | TEST_CASE("RefReshapeRemovalSimpleCaseEndToEnd") |
| 1664 | { |
| 1665 | ReshapeRemovalEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1666 | } |
| 1667 | |
| 1668 | TEST_CASE("RefReshapeRemovalNCHWFirstEndToEnd") |
| 1669 | { |
| 1670 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(defaultBackends, true, true); |
| 1671 | } |
| 1672 | |
| 1673 | TEST_CASE("RefReshapeRemovalNCHWSecondEndToEnd") |
| 1674 | { |
| 1675 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false); |
| 1676 | } |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1677 | } |