Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 1 | // |
Tracy Narine | 10403ec | 2023-11-28 11:55:08 +0000 | [diff] [blame] | 2 | // Copyright © 2017-2024 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> |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/BroadcastToEndToEndTestImpl.hpp> |
Teresa Charlin | 43baf50 | 2021-09-27 10:10:39 +0100 | [diff] [blame] | 14 | #include <backendsCommon/test/ChannelShuffleEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 15 | #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 16 | #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp> |
Matthew Sloyan | c5fe6e7 | 2022-11-25 16:10:00 +0000 | [diff] [blame] | 17 | #include <backendsCommon/test/Convolution2dEndToEndTestImpl.hpp> |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 18 | #include <backendsCommon/test/Convolution3dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> |
Tianle Cheng | fbfa49e | 2024-01-23 11:21:48 +0000 | [diff] [blame] | 20 | #include <backendsCommon/test/DepthwiseConvolution2dEndToEndTests.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 21 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 22 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 23 | #include <backendsCommon/test/ElementwiseBinaryEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 24 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 25 | #include <backendsCommon/test/FillEndToEndTestImpl.hpp> |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 26 | #include <backendsCommon/test/FullyConnectedEndToEndTestImpl.hpp> |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 27 | #include <backendsCommon/test/GatherEndToEndTestImpl.hpp> |
Teresa Charlin | b2d3ec5 | 2022-04-12 22:07:09 +0100 | [diff] [blame] | 28 | #include <backendsCommon/test/GatherNdEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 29 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 30 | #include <backendsCommon/test/LogSoftmaxEndToEndTestImpl.hpp> |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 31 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 32 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 33 | #include <backendsCommon/test/QuantizationEndToEndTestImpl.hpp> |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 34 | #include <backendsCommon/test/RankEndToEndTestImpl.hpp> |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 35 | #include <backendsCommon/test/ReduceEndToEndTestImpl.hpp> |
| 36 | #include <backendsCommon/test/ReshapeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 37 | #include <backendsCommon/test/ResizeEndToEndTestImpl.hpp> |
Declan-ARM | 1bf56cd | 2023-07-20 17:32:57 +0100 | [diff] [blame] | 38 | #include <backendsCommon/test/ReverseV2EndToEndTestImpl.hpp> |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 39 | #include <backendsCommon/test/SliceEndToEndTestImpl.hpp> |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 40 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 41 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 42 | #include <backendsCommon/test/StridedSliceAsyncEndToEndTest.hpp> |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 43 | #include <backendsCommon/test/SubgraphUtilsTest.hpp> |
Cian McGriskin | 160edb3 | 2023-07-25 14:15:45 +0100 | [diff] [blame] | 44 | #include <backendsCommon/test/TileEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 45 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 46 | #include <backendsCommon/test/TransposeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 47 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 48 | #include <doctest/doctest.h> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 49 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 50 | TEST_SUITE("RefEndToEnd") |
| 51 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 52 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuRef}; |
| 53 | |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 54 | // ElementwiseUnary |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 55 | // Abs |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 56 | TEST_CASE("RefAbsEndToEndTestFloat32") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 57 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 58 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 59 | UnaryOperation::Abs); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 60 | } |
| 61 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 62 | TEST_CASE("RefAbsEndToEndTestUint8") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 63 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 64 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 65 | UnaryOperation::Abs); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 66 | } |
| 67 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 68 | TEST_CASE("RefAbsEndToEndTestInt16") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 69 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 70 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 71 | UnaryOperation::Abs); |
| 72 | } |
| 73 | |
| 74 | // Rsqrt |
| 75 | TEST_CASE("RefRsqrtEndToEndTestFloat32") |
| 76 | { |
| 77 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 78 | UnaryOperation::Rsqrt); |
| 79 | } |
| 80 | |
| 81 | TEST_CASE("RefRsqrtEndToEndTestUint8") |
| 82 | { |
| 83 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
| 84 | UnaryOperation::Rsqrt); |
| 85 | } |
| 86 | |
| 87 | TEST_CASE("RefRsqrtEndToEndTestInt16") |
| 88 | { |
| 89 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
| 90 | UnaryOperation::Rsqrt); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 91 | } |
| 92 | |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 93 | // Addition |
| 94 | TEST_CASE("RefAdditionEndtoEndFloat32") |
| 95 | { |
| 96 | AdditionEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 97 | } |
| 98 | |
| 99 | TEST_CASE("RefAdditionEndtoEndUint8") |
| 100 | { |
| 101 | AdditionEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 102 | } |
| 103 | |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 104 | // Constant |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 105 | TEST_CASE("ConstantUsage_Ref_Float32") |
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(ConstantUsageFloat32Test(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("ConstantUsage_Ref_Uint8") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 111 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 112 | CHECK(ConstantUsageUint8Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 113 | } |
| 114 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 115 | TEST_CASE("Unsigned8") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 116 | { |
| 117 | using namespace armnn; |
| 118 | |
| 119 | // Create runtime in which test will run |
| 120 | armnn::IRuntime::CreationOptions options; |
| 121 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 122 | |
| 123 | // Builds up the structure of the network. |
| 124 | armnn::INetworkPtr net(INetwork::Create()); |
| 125 | |
| 126 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 127 | IConnectableLayer* softmax = net->AddSoftmaxLayer(SoftmaxDescriptor(), "softmax"); |
| 128 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 129 | |
| 130 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 131 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 132 | |
| 133 | // Sets the tensors in the network. |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 134 | TensorInfo inputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 135 | inputTensorInfo.SetQuantizationOffset(100); |
| 136 | inputTensorInfo.SetQuantizationScale(10000.0f); |
| 137 | input->GetOutputSlot(0).SetTensorInfo(inputTensorInfo); |
| 138 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 139 | TensorInfo outputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 140 | outputTensorInfo.SetQuantizationOffset(0); |
| 141 | outputTensorInfo.SetQuantizationScale(1.0f/255.0f); |
| 142 | softmax->GetOutputSlot(0).SetTensorInfo(outputTensorInfo); |
| 143 | |
| 144 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 145 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 146 | |
| 147 | // Loads it into the runtime. |
| 148 | NetworkId netId; |
| 149 | auto error = runtime->LoadNetwork(netId, std::move(optNet)); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 150 | CHECK(error == Status::Success); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 151 | |
| 152 | // Creates structures for input & output. |
| 153 | std::vector<uint8_t> inputData |
| 154 | { |
| 155 | 1, 10, 3, 200, 5 // Some inputs - one of which is sufficiently larger than the others to saturate softmax. |
| 156 | }; |
| 157 | std::vector<uint8_t> outputData(5); |
| 158 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 159 | TensorInfo inputTensorInfo2 = runtime->GetInputTensorInfo(netId, 0); |
| 160 | inputTensorInfo2.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 161 | armnn::InputTensors inputTensors |
| 162 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 163 | {0, armnn::ConstTensor(inputTensorInfo2, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 164 | }; |
| 165 | armnn::OutputTensors outputTensors |
| 166 | { |
| 167 | {0, armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 168 | }; |
| 169 | |
| 170 | // Does the inference. |
| 171 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 172 | |
| 173 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 174 | CHECK(outputData[0] == 0); |
| 175 | CHECK(outputData[1] == 0); |
| 176 | CHECK(outputData[2] == 0); |
| 177 | CHECK(outputData[3] == 255); // softmax has been saturated. |
| 178 | CHECK(outputData[4] == 0); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 179 | } |
| 180 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 181 | TEST_CASE("TrivialAdd") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 182 | { |
| 183 | // This test was designed to match "AddTwo" in android nn/runtime/test/TestTrivialModel.cpp. |
| 184 | |
| 185 | using namespace armnn; |
| 186 | |
| 187 | // Create runtime in which test will run |
| 188 | armnn::IRuntime::CreationOptions options; |
| 189 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 190 | |
| 191 | // Builds up the structure of the network. |
| 192 | armnn::INetworkPtr net(INetwork::Create()); |
| 193 | |
| 194 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 195 | IConnectableLayer* input2 = net->AddInputLayer(1); |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 196 | IConnectableLayer* add = net->AddElementwiseBinaryLayer(ElementwiseBinaryDescriptor(BinaryOperation::Add)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 197 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 198 | |
| 199 | input1->GetOutputSlot(0).Connect(add->GetInputSlot(0)); |
| 200 | input2->GetOutputSlot(0).Connect(add->GetInputSlot(1)); |
| 201 | add->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 202 | |
| 203 | // Sets the tensors in the network. |
| 204 | TensorInfo tensorInfo(TensorShape({3, 4}), DataType::Float32); |
| 205 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 206 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 207 | add->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 208 | |
| 209 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 210 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 211 | |
| 212 | // Loads it into the runtime. |
| 213 | NetworkId netId; |
| 214 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 215 | |
| 216 | // Creates structures for input & output - matching android nn test. |
| 217 | std::vector<float> input1Data |
| 218 | { |
| 219 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 220 | }; |
| 221 | std::vector<float> input2Data |
| 222 | { |
| 223 | 100.f, 200.f, 300.f, 400.f, 500.f, 600.f, 700.f, 800.f, 900.f, 1000.f, 1100.f, 1200.f |
| 224 | }; |
| 225 | std::vector<float> outputData(12); |
| 226 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 227 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 228 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 229 | InputTensors inputTensors |
| 230 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 231 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 232 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 233 | }; |
| 234 | OutputTensors outputTensors |
| 235 | { |
| 236 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 237 | }; |
| 238 | |
| 239 | // Does the inference. |
| 240 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 241 | |
| 242 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 243 | CHECK(outputData[0] == 101); |
| 244 | CHECK(outputData[1] == 202); |
| 245 | CHECK(outputData[2] == 303); |
| 246 | CHECK(outputData[3] == 404); |
| 247 | CHECK(outputData[4] == 505); |
| 248 | CHECK(outputData[5] == 606); |
| 249 | CHECK(outputData[6] == 707); |
| 250 | CHECK(outputData[7] == 808); |
| 251 | CHECK(outputData[8] == 909); |
| 252 | CHECK(outputData[9] == 1010); |
| 253 | CHECK(outputData[10] == 1111); |
| 254 | CHECK(outputData[11] == 1212); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 255 | } |
| 256 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 257 | TEST_CASE("MultipleOutputs") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 258 | { |
| 259 | using namespace armnn; |
| 260 | |
| 261 | // Create runtime in which test will run |
| 262 | armnn::IRuntime::CreationOptions options; |
| 263 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 264 | |
| 265 | // Builds up the structure of the network. |
| 266 | INetworkPtr net(INetwork::Create()); |
| 267 | |
| 268 | IConnectableLayer* input = net->AddInputLayer(0); |
| 269 | |
| 270 | // ReLu1 |
| 271 | ActivationDescriptor activation1Descriptor; |
| 272 | activation1Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 273 | activation1Descriptor.m_A = 1.f; |
| 274 | activation1Descriptor.m_B = -1.f; |
| 275 | IConnectableLayer* activation1 = net->AddActivationLayer(activation1Descriptor); |
| 276 | |
| 277 | // ReLu6 |
| 278 | ActivationDescriptor activation2Descriptor; |
| 279 | activation2Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 280 | activation2Descriptor.m_A = 6.0f; |
| 281 | IConnectableLayer* activation2 = net->AddActivationLayer(activation2Descriptor); |
| 282 | |
| 283 | // BoundedReLu(min=2, max=5) |
| 284 | ActivationDescriptor activation3Descriptor; |
| 285 | activation3Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 286 | activation3Descriptor.m_A = 5.0f; |
| 287 | activation3Descriptor.m_B = 2.0f; |
| 288 | IConnectableLayer* activation3 = net->AddActivationLayer(activation3Descriptor); |
| 289 | |
| 290 | IConnectableLayer* output1 = net->AddOutputLayer(0); |
| 291 | IConnectableLayer* output2 = net->AddOutputLayer(1); |
| 292 | IConnectableLayer* output3 = net->AddOutputLayer(2); |
| 293 | |
| 294 | input->GetOutputSlot(0).Connect(activation1->GetInputSlot(0)); |
| 295 | input->GetOutputSlot(0).Connect(activation2->GetInputSlot(0)); |
| 296 | input->GetOutputSlot(0).Connect(activation3->GetInputSlot(0)); |
| 297 | |
| 298 | activation1->GetOutputSlot(0).Connect(output1->GetInputSlot(0)); |
| 299 | activation2->GetOutputSlot(0).Connect(output2->GetInputSlot(0)); |
| 300 | activation3->GetOutputSlot(0).Connect(output3->GetInputSlot(0)); |
| 301 | |
| 302 | // Sets the tensors in the network. |
| 303 | TensorInfo tensorInfo(TensorShape({ 10 }), DataType::Float32); |
| 304 | input->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 305 | activation1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 306 | activation2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 307 | activation3->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 308 | |
| 309 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 310 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 311 | |
| 312 | // Loads it into the runtime. |
| 313 | NetworkId netId; |
| 314 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 315 | |
| 316 | // Creates structures for input & output. |
| 317 | 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 }; |
| 318 | |
| 319 | std::vector<float> output1Data(inputData.size()); |
| 320 | std::vector<float> output2Data(inputData.size()); |
| 321 | std::vector<float> output3Data(inputData.size()); |
| 322 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 323 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 324 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 325 | InputTensors inputTensors |
| 326 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 327 | {0,armnn::ConstTensor(inputTensorInfo, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 328 | }; |
| 329 | OutputTensors outputTensors |
| 330 | { |
| 331 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), output1Data.data())}, |
| 332 | {1,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 1), output2Data.data())}, |
| 333 | {2,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 2), output3Data.data())} |
| 334 | }; |
| 335 | |
| 336 | // Does the inference. |
| 337 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 338 | |
| 339 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 340 | 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 |
| 341 | 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 |
| 342 | 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] | 343 | } |
| 344 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 345 | TEST_CASE("TrivialMin") |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 346 | { |
| 347 | using namespace armnn; |
| 348 | |
| 349 | // Create runtime in which test will run |
| 350 | armnn::IRuntime::CreationOptions options; |
| 351 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 352 | |
| 353 | // Builds up the structure of the network. |
| 354 | armnn::INetworkPtr net(INetwork::Create()); |
| 355 | |
| 356 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 357 | IConnectableLayer* input2 = net->AddInputLayer(1); |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 358 | IConnectableLayer* min = net->AddElementwiseBinaryLayer(ElementwiseBinaryDescriptor(BinaryOperation::Minimum)); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 359 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 360 | |
| 361 | input1->GetOutputSlot(0).Connect(min->GetInputSlot(0)); |
| 362 | input2->GetOutputSlot(0).Connect(min->GetInputSlot(1)); |
| 363 | min->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 364 | |
| 365 | // Sets the tensors in the network. |
| 366 | TensorInfo tensorInfo(TensorShape({1, 1, 1, 4}), DataType::Float32); |
| 367 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 368 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 369 | min->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 370 | |
| 371 | // optimize the network |
| 372 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
| 373 | |
| 374 | // Loads it into the runtime. |
| 375 | NetworkId netId; |
| 376 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 377 | |
| 378 | // Creates structures for input & output - matching android nn test. |
| 379 | std::vector<float> input1Data |
| 380 | { |
| 381 | 1.0f, 2.0f, 3.0f, 4.0f |
| 382 | }; |
| 383 | std::vector<float> input2Data |
| 384 | { |
| 385 | 2.0f, 1.0f, 5.0f, 2.0f |
| 386 | }; |
| 387 | std::vector<float> outputData(4); |
| 388 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 389 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 390 | inputTensorInfo.SetConstant(true); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 391 | InputTensors inputTensors |
| 392 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 393 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 394 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 395 | }; |
| 396 | OutputTensors outputTensors |
| 397 | { |
| 398 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 399 | }; |
| 400 | |
| 401 | // Does the inference. |
| 402 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 403 | |
| 404 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 405 | CHECK(outputData[0] == 1); |
| 406 | CHECK(outputData[1] == 1); |
| 407 | CHECK(outputData[2] == 3); |
| 408 | CHECK(outputData[3] == 2); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 409 | } |
| 410 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 411 | TEST_CASE("RefEqualSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 412 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 413 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 414 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 415 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 416 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 417 | ComparisonOperation::Equal, |
| 418 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 419 | } |
| 420 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 421 | TEST_CASE("RefGreaterSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 422 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 423 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 424 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 425 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 426 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 427 | ComparisonOperation::Greater, |
| 428 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 429 | } |
| 430 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 431 | TEST_CASE("RefEqualSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 432 | { |
| 433 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 434 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
| 435 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 436 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 437 | ComparisonOperation::Equal, |
| 438 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 439 | } |
| 440 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 441 | TEST_CASE("RefGreaterSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 442 | { |
| 443 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 444 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 445 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 446 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 447 | ComparisonOperation::Greater, |
| 448 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 449 | } |
| 450 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 451 | TEST_CASE("RefEqualBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 452 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 453 | const std::vector<uint8_t> expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 454 | 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 455 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 456 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 457 | ComparisonOperation::Equal, |
| 458 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 459 | } |
| 460 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 461 | TEST_CASE("RefGreaterBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 462 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 463 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 464 | 1, 1, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 465 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 466 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 467 | ComparisonOperation::Greater, |
| 468 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 469 | } |
| 470 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 471 | TEST_CASE("RefEqualBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 472 | { |
| 473 | const std::vector<uint8_t > expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 474 | 0, 0, 0, 0, 0, 0 }); |
| 475 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 476 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 477 | ComparisonOperation::Equal, |
| 478 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 479 | } |
| 480 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 481 | TEST_CASE("RefGreaterBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 482 | { |
| 483 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 484 | 1, 1, 1, 1, 1, 1 }); |
| 485 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 486 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 487 | ComparisonOperation::Greater, |
| 488 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 489 | } |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 490 | |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 491 | TEST_CASE("RefBatchMatMulEndToEndFloat32Test") |
| 492 | { |
| 493 | BatchMatMulEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 494 | } |
| 495 | |
Teresa Charlin | 1fe6c81 | 2022-11-01 15:59:50 +0000 | [diff] [blame] | 496 | TEST_CASE("RefBatchMatMulEndToEndInt8Test") |
| 497 | { |
| 498 | BatchMatMulEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 499 | } |
| 500 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 501 | TEST_CASE("RefBatchToSpaceNdEndToEndFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 502 | { |
| 503 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 504 | } |
| 505 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 506 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NHWCTest") |
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::QAsymmU8>(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("RefBatchToSpaceNdEndToEndQSymm16NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 512 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 513 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 514 | } |
| 515 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 516 | TEST_CASE("RefBatchToSpaceNdEndToEndFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 517 | { |
| 518 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 519 | } |
| 520 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 521 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NCHWTest") |
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::QAsymmU8>(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("RefBatchToSpaceNdEndToEndQSymm16NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 527 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 528 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 529 | } |
| 530 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 531 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 532 | { |
| 533 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 534 | } |
| 535 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 536 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NHWCTest") |
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::QAsymmU8>(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("RefBatchToSpaceNdEndToEndComplexQSymm16NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 542 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 543 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 544 | } |
| 545 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 546 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 547 | { |
| 548 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 549 | } |
| 550 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 551 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NCHWTest") |
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::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 554 | } |
| 555 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 556 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexQSymm16NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 557 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 558 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 559 | } |
| 560 | |
Teresa Charlin | 43baf50 | 2021-09-27 10:10:39 +0100 | [diff] [blame] | 561 | TEST_CASE("RefChannelShuffleFloatTest") |
| 562 | { |
| 563 | ChannelShuffleEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 564 | } |
| 565 | |
| 566 | TEST_CASE("RefChannelShuffleUint8Test") |
| 567 | { |
| 568 | ChannelShuffleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 569 | } |
| 570 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 571 | TEST_CASE("RefConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 572 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 573 | ConcatDim0EndToEnd<armnn::DataType::Float32>(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("RefConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 577 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 578 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(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("RefConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 582 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 583 | ConcatDim1EndToEnd<armnn::DataType::Float32>(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("RefConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 587 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 588 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(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("RefConcatEndToEndDim2Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 592 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 593 | ConcatDim2EndToEnd<armnn::DataType::Float32>(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("RefConcatEndToEndDim2Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 597 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 598 | ConcatDim2EndToEnd<armnn::DataType::QAsymmU8>(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("RefConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 602 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 603 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 604 | } |
| 605 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 606 | TEST_CASE("RefConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 607 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 608 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 609 | } |
| 610 | |
Matthew Sloyan | c5fe6e7 | 2022-11-25 16:10:00 +0000 | [diff] [blame] | 611 | TEST_CASE("RefConvolution2dFloat32Test") |
| 612 | { |
| 613 | Convolution2dEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 614 | } |
| 615 | |
| 616 | TEST_CASE("RefConvolution2dNchwFloat32Test") |
| 617 | { |
| 618 | Convolution2dEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 619 | } |
| 620 | |
| 621 | TEST_CASE("RefConvolution2dFloat16Test") |
| 622 | { |
| 623 | Convolution2dEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 624 | } |
| 625 | |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 626 | TEST_CASE("RefConvolution3dFloat32Test") |
| 627 | { |
| 628 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 629 | armnn::DataLayout::NDHWC); |
| 630 | } |
| 631 | |
| 632 | TEST_CASE("RefConvolution3dNcdhwFloat32Test") |
| 633 | { |
| 634 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 635 | armnn::DataLayout::NCDHW); |
| 636 | } |
| 637 | |
| 638 | TEST_CASE("RefConvolution3dFloat16Test") |
| 639 | { |
| 640 | Convolution3dEndToEnd<armnn::DataType::Float16, armnn::DataType::Float16>(defaultBackends, |
| 641 | armnn::DataLayout::NDHWC); |
| 642 | } |
| 643 | |
| 644 | TEST_CASE("RefConvolution3dUint8Test") |
| 645 | { |
| 646 | Convolution3dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(defaultBackends, |
| 647 | armnn::DataLayout::NDHWC); |
| 648 | } |
| 649 | |
| 650 | TEST_CASE("RefConvolution3dInt8Test") |
| 651 | { |
| 652 | Convolution3dEndToEnd<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(defaultBackends, |
| 653 | armnn::DataLayout::NDHWC); |
| 654 | } |
| 655 | |
Tianle Cheng | fbfa49e | 2024-01-23 11:21:48 +0000 | [diff] [blame] | 656 | TEST_CASE("RefDepthwiseConvolution2dEndtoEndFloat32Test") |
| 657 | { |
| 658 | DepthwiseConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 659 | armnn::DataLayout::NHWC); |
| 660 | } |
| 661 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 662 | TEST_CASE("RefEluEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 663 | { |
| 664 | EluEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 665 | } |
| 666 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 667 | TEST_CASE("RefEluEndToEndTestFloat16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 668 | { |
| 669 | EluEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 670 | } |
| 671 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 672 | TEST_CASE("RefEluEndToEndTestQAsymmS8") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 673 | { |
| 674 | EluEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 675 | } |
| 676 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 677 | TEST_CASE("RefEluEndToEndTestQAsymmU8") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 678 | { |
| 679 | EluEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 680 | } |
| 681 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 682 | TEST_CASE("RefEluEndToEndTestQSymmS16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 683 | { |
| 684 | EluEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 685 | } |
| 686 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 687 | TEST_CASE("RefFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 688 | { |
| 689 | FillEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 690 | } |
| 691 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 692 | TEST_CASE("RefFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 693 | { |
| 694 | FillEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 695 | } |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 696 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 697 | TEST_CASE("RefFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 698 | { |
| 699 | FillEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 700 | } |
| 701 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 702 | TEST_CASE("RefFullyConnectedEndToEndTestFloat32") |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 703 | { |
| 704 | FullyConnectedWithDynamicWeightsEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 705 | } |
| 706 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 707 | TEST_CASE("RefFullyConnectedEndToEndTestNonConstantWeightsConstantBiasesFloat32") |
| 708 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 709 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 710 | } |
| 711 | |
| 712 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsNonConstantBiasesFloat32") |
| 713 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 714 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false); |
Cathal Corbett | 521032f | 2021-10-07 11:46:40 +0100 | [diff] [blame] | 715 | } |
| 716 | |
| 717 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsTensorInfoNotSet") |
| 718 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 719 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, true, true, false); |
| 720 | } |
| 721 | |
| 722 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsNotConnectedExplicitCheck") |
| 723 | { |
| 724 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, false, true, true); |
| 725 | } |
| 726 | |
| 727 | TEST_CASE("RefFullyConnectedEndToEndTestBiasNotConnectedExplicitCheck") |
| 728 | { |
| 729 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, true, false, true); |
| 730 | } |
| 731 | |
| 732 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsAndBiasNotConnected") |
| 733 | { |
| 734 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, false, false, true); |
| 735 | } |
| 736 | |
| 737 | TEST_CASE("RefFullyConnectedEndToEndTestBiasDisabledConnectBias") |
| 738 | { |
| 739 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, false, false, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 740 | } |
| 741 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 742 | TEST_CASE("RefGatherFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 743 | { |
| 744 | GatherEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 745 | } |
| 746 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 747 | TEST_CASE("RefGatherUint8Test") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 748 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 749 | GatherEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 750 | } |
| 751 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 752 | TEST_CASE("RefGatherInt16Test") |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 753 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 754 | GatherEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 755 | } |
| 756 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 757 | TEST_CASE("RefGatherMultiDimFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 758 | { |
| 759 | GatherMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 760 | } |
| 761 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 762 | TEST_CASE("RefGatherMultiDimUint8Test") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 763 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 764 | GatherMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 765 | } |
| 766 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 767 | TEST_CASE("RefGatherMultiDimInt16Test") |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 768 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 769 | GatherMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 770 | } |
| 771 | |
Teresa Charlin | b2d3ec5 | 2022-04-12 22:07:09 +0100 | [diff] [blame] | 772 | TEST_CASE("RefGatherNdFloatTest") |
| 773 | { |
| 774 | GatherNdEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 775 | } |
| 776 | |
| 777 | TEST_CASE("RefGatherNdUint8Test") |
| 778 | { |
| 779 | GatherNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 780 | } |
| 781 | |
| 782 | TEST_CASE("RefGatherNdInt16Test") |
| 783 | { |
| 784 | GatherNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 785 | } |
| 786 | |
| 787 | TEST_CASE("RefGatherNdMultiDimFloatTest") |
| 788 | { |
| 789 | GatherNdMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 790 | } |
| 791 | |
| 792 | TEST_CASE("RefGatherNdMultiDimUint8Test") |
| 793 | { |
| 794 | GatherNdMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 795 | } |
| 796 | |
| 797 | TEST_CASE("RefGatherNdMultiDimInt16Test") |
| 798 | { |
| 799 | GatherNdMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 800 | } |
| 801 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 802 | // DepthToSpace |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 803 | TEST_CASE("DepthToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 804 | { |
| 805 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 806 | } |
| 807 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 808 | TEST_CASE("DepthToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 809 | { |
| 810 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 811 | } |
| 812 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 813 | TEST_CASE("DepthToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 814 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 815 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 816 | } |
| 817 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 818 | TEST_CASE("DepthToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 819 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 820 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 821 | } |
| 822 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 823 | TEST_CASE("DepthToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 824 | { |
| 825 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 826 | } |
| 827 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 828 | TEST_CASE("DepthToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 829 | { |
| 830 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 831 | } |
| 832 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 833 | TEST_CASE("DepthToSpaceEndToEndNhwcUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 834 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 835 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 836 | } |
| 837 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 838 | TEST_CASE("DepthToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 839 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 840 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 841 | } |
| 842 | |
| 843 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 844 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 845 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 846 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 847 | } |
| 848 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 849 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 850 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 851 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 852 | } |
| 853 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 854 | TEST_CASE("DequantizeEndToEndSimpleInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 855 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 856 | DequantizeEndToEndSimple<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 857 | } |
| 858 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 859 | TEST_CASE("DequantizeEndToEndOffsetInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 860 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 861 | DequantizeEndToEndOffset<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 862 | } |
| 863 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 864 | TEST_CASE("RefDetectionPostProcessRegularNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 865 | { |
| 866 | std::vector<float> boxEncodings({ |
| 867 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 868 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 869 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 870 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 871 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 872 | 0.0f, 0.0f, 0.0f, 0.0f |
| 873 | }); |
| 874 | std::vector<float> scores({ |
| 875 | 0.0f, 0.9f, 0.8f, |
| 876 | 0.0f, 0.75f, 0.72f, |
| 877 | 0.0f, 0.6f, 0.5f, |
| 878 | 0.0f, 0.93f, 0.95f, |
| 879 | 0.0f, 0.5f, 0.4f, |
| 880 | 0.0f, 0.3f, 0.2f |
| 881 | }); |
| 882 | std::vector<float> anchors({ |
| 883 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 884 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 885 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 886 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 887 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 888 | 0.5f, 100.5f, 1.0f, 1.0f |
| 889 | }); |
| 890 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 891 | } |
| 892 | |
| 893 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 894 | { |
| 895 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 896 | { |
| 897 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 898 | } |
| 899 | } |
| 900 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 901 | TEST_CASE("RefDetectionPostProcessRegularNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 902 | { |
| 903 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 904 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 905 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 906 | |
| 907 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 908 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 909 | scoresInfo.SetQuantizationScale(0.01f); |
| 910 | scoresInfo.SetQuantizationOffset(0); |
| 911 | anchorsInfo.SetQuantizationScale(0.5f); |
| 912 | anchorsInfo.SetQuantizationOffset(0); |
| 913 | |
| 914 | std::vector<float> boxEncodings({ |
| 915 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 916 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 917 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 918 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 919 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 920 | 0.0f, 0.0f, 0.0f, 0.0f |
| 921 | }); |
| 922 | std::vector<float> scores({ |
| 923 | 0.0f, 0.9f, 0.8f, |
| 924 | 0.0f, 0.75f, 0.72f, |
| 925 | 0.0f, 0.6f, 0.5f, |
| 926 | 0.0f, 0.93f, 0.95f, |
| 927 | 0.0f, 0.5f, 0.4f, |
| 928 | 0.0f, 0.3f, 0.2f |
| 929 | }); |
| 930 | std::vector<float> anchors({ |
| 931 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 932 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 933 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 934 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 935 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 936 | 0.5f, 100.5f, 1.0f, 1.0f |
| 937 | }); |
| 938 | |
| 939 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 940 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 941 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 942 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 943 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 944 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 945 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 946 | qScores, qAnchors, |
| 947 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 948 | } |
| 949 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 950 | TEST_CASE("RefDetectionPostProcessFastNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 951 | { |
| 952 | std::vector<float> boxEncodings({ |
| 953 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 954 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 955 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 956 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 957 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 958 | 0.0f, 0.0f, 0.0f, 0.0f |
| 959 | }); |
| 960 | std::vector<float> scores({ |
| 961 | 0.0f, 0.9f, 0.8f, |
| 962 | 0.0f, 0.75f, 0.72f, |
| 963 | 0.0f, 0.6f, 0.5f, |
| 964 | 0.0f, 0.93f, 0.95f, |
| 965 | 0.0f, 0.5f, 0.4f, |
| 966 | 0.0f, 0.3f, 0.2f |
| 967 | }); |
| 968 | std::vector<float> anchors({ |
| 969 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 970 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 971 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 972 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 973 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 974 | 0.5f, 100.5f, 1.0f, 1.0f |
| 975 | }); |
| 976 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 977 | } |
| 978 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 979 | TEST_CASE("RefDetectionPostProcessFastNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 980 | { |
| 981 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 982 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 983 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 984 | |
| 985 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 986 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 987 | scoresInfo.SetQuantizationScale(0.01f); |
| 988 | scoresInfo.SetQuantizationOffset(0); |
| 989 | anchorsInfo.SetQuantizationScale(0.5f); |
| 990 | anchorsInfo.SetQuantizationOffset(0); |
| 991 | |
| 992 | std::vector<float> boxEncodings({ |
| 993 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 994 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 995 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 996 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 997 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 998 | 0.0f, 0.0f, 0.0f, 0.0f |
| 999 | }); |
| 1000 | std::vector<float> scores({ |
| 1001 | 0.0f, 0.9f, 0.8f, |
| 1002 | 0.0f, 0.75f, 0.72f, |
| 1003 | 0.0f, 0.6f, 0.5f, |
| 1004 | 0.0f, 0.93f, 0.95f, |
| 1005 | 0.0f, 0.5f, 0.4f, |
| 1006 | 0.0f, 0.3f, 0.2f |
| 1007 | }); |
| 1008 | std::vector<float> anchors({ |
| 1009 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1010 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1011 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1012 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 1013 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 1014 | 0.5f, 100.5f, 1.0f, 1.0f |
| 1015 | }); |
| 1016 | |
| 1017 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 1018 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 1019 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 1020 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 1021 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 1022 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1023 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 1024 | qScores, qAnchors, |
| 1025 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 1026 | } |
| 1027 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1028 | // HardSwish |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1029 | TEST_CASE("RefHardSwishEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1030 | { |
| 1031 | HardSwishEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 1032 | } |
| 1033 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1034 | TEST_CASE("RefHardSwishEndToEndTestFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1035 | { |
| 1036 | HardSwishEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 1037 | } |
| 1038 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1039 | TEST_CASE("RefHardSwishEndToEndTestQAsymmS8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1040 | { |
| 1041 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1042 | } |
| 1043 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1044 | TEST_CASE("RefHardSwishEndToEndTestQAsymmU8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1045 | { |
| 1046 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1047 | } |
| 1048 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1049 | TEST_CASE("RefHardSwishEndToEndTestQSymmS16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1050 | { |
| 1051 | HardSwishEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 1052 | } |
| 1053 | |
Tracy Narine | 10403ec | 2023-11-28 11:55:08 +0000 | [diff] [blame] | 1054 | // LeakyRelu |
| 1055 | TEST_CASE("RefLeakyReluActivationFloat32") |
| 1056 | { |
| 1057 | LeakyReluEndToEndTest<DataType::Float32>(defaultBackends); |
| 1058 | } |
| 1059 | |
| 1060 | TEST_CASE("RefLeakyReluActivationFloat16") |
| 1061 | { |
| 1062 | LeakyReluEndToEndTest<DataType::Float16>(defaultBackends, 0.3f, 5); |
| 1063 | } |
| 1064 | |
| 1065 | TEST_CASE("RefLeakyReluActivationInt8") |
| 1066 | { |
| 1067 | LeakyReluEndToEndTest<DataType::QAsymmS8>(defaultBackends, 0.6f, 7); |
| 1068 | } |
| 1069 | |
| 1070 | TEST_CASE("RefLeakyReluActivationUInt8") |
| 1071 | { |
| 1072 | LeakyReluEndToEndTest<DataType::QAsymmU8>(defaultBackends, 0.12f, 15); |
| 1073 | } |
| 1074 | |
| 1075 | TEST_CASE("RefLeakyReluActivationInt16") |
| 1076 | { |
| 1077 | LeakyReluEndToEndTest<DataType::QSymmS16>(defaultBackends, 0.15f, 55); |
| 1078 | } |
| 1079 | |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 1080 | // LogSoftmax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1081 | TEST_CASE("RefLogSoftmaxEndToEndTest") |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 1082 | { |
| 1083 | LogSoftmaxEndToEndTest(defaultBackends); |
| 1084 | } |
| 1085 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1086 | TEST_CASE("RefPreluEndToEndTestFloat32") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1087 | { |
| 1088 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 1089 | } |
| 1090 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1091 | TEST_CASE("RefPreluEndToEndTestUint8") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1092 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1093 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1094 | } |
| 1095 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1096 | TEST_CASE("RefPreluEndToEndTestQSymm16") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1097 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1098 | PreluEndToEndPositiveTest<armnn::DataType::QSymmS16>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1099 | } |
| 1100 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 1101 | // Quantization |
| 1102 | TEST_CASE("QuantizationEndToEndFloat32_U8Test") |
| 1103 | { |
| 1104 | QuantizationEndToEndFloat32<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1105 | } |
| 1106 | |
| 1107 | TEST_CASE("QuantizationEndToEndFloat32_I8Test") |
| 1108 | { |
| 1109 | QuantizationEndToEndFloat32<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1110 | } |
| 1111 | |
| 1112 | TEST_CASE("QuantizationEndToEndFloat32_S16Test") |
| 1113 | { |
| 1114 | QuantizationEndToEndFloat32<armnn::DataType::QSymmS16>(defaultBackends); |
| 1115 | } |
| 1116 | |
| 1117 | TEST_CASE("QuantizationEndToEndFloat16_U8Test") |
| 1118 | { |
| 1119 | QuantizationEndToEndFloat16<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1120 | } |
| 1121 | |
| 1122 | TEST_CASE("QuantizationEndToEndFloat16_I8Test") |
| 1123 | { |
| 1124 | QuantizationEndToEndFloat16<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1125 | } |
| 1126 | |
| 1127 | TEST_CASE("QuantizationEndToEndFloat16_S16Test") |
| 1128 | { |
| 1129 | QuantizationEndToEndFloat16<armnn::DataType::QSymmS16>(defaultBackends); |
| 1130 | } |
| 1131 | |
| 1132 | // SpaceToDepth |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1133 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1134 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1135 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1136 | } |
| 1137 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1138 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1139 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1140 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1141 | } |
| 1142 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1143 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1144 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1145 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1146 | } |
| 1147 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1148 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1149 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1150 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1151 | } |
| 1152 | |
Kevin May | 1bea6be | 2023-12-12 11:18:46 +0000 | [diff] [blame] | 1153 | // Split |
| 1154 | TEST_CASE("RefSplit1dEndtoEndTestSigned16") |
| 1155 | { |
| 1156 | Splitter1dEndToEnd<DataType::QSymmS16>(defaultBackends); |
| 1157 | } |
| 1158 | |
| 1159 | TEST_CASE("TosaRefSplit1dEndtoEndTestFloat16") |
| 1160 | { |
| 1161 | Splitter1dEndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1162 | } |
| 1163 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1164 | TEST_CASE("RefSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1165 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1166 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1167 | } |
| 1168 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1169 | TEST_CASE("RefSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1170 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1171 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1172 | } |
| 1173 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1174 | TEST_CASE("RefSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1175 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1176 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1177 | } |
| 1178 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1179 | TEST_CASE("RefSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1180 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1181 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1182 | } |
| 1183 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1184 | TEST_CASE("RefSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1185 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1186 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1187 | } |
| 1188 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1189 | TEST_CASE("RefSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1190 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1191 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1192 | } |
| 1193 | |
Kevin May | 1bea6be | 2023-12-12 11:18:46 +0000 | [diff] [blame] | 1194 | TEST_CASE("RefSplit3dDim1EndtoEndTestSigned16") |
| 1195 | { |
| 1196 | Splitter3dDim1EndToEnd<DataType::QSymmS16>(defaultBackends); |
| 1197 | } |
| 1198 | |
| 1199 | TEST_CASE("RefSplit3dDim1EndtoEndTestFloat16") |
| 1200 | { |
| 1201 | Splitter3dDim1EndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1202 | } |
| 1203 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1204 | TEST_CASE("RefSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1205 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1206 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1207 | } |
| 1208 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1209 | TEST_CASE("RefSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1210 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1211 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1212 | } |
| 1213 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1214 | TEST_CASE("RefSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1215 | { |
| 1216 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1217 | } |
| 1218 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1219 | TEST_CASE("RefSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1220 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1221 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1222 | } |
| 1223 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1224 | TEST_CASE("RefSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1225 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1226 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1227 | } |
| 1228 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1229 | TEST_CASE("RefSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1230 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1231 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1232 | } |
| 1233 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1234 | TEST_CASE("RefSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1235 | { |
| 1236 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1237 | } |
| 1238 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1239 | TEST_CASE("RefSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1240 | { |
| 1241 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1242 | } |
| 1243 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1244 | TEST_CASE("RefSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1245 | { |
| 1246 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1247 | } |
| 1248 | |
Kevin May | 1bea6be | 2023-12-12 11:18:46 +0000 | [diff] [blame] | 1249 | TEST_CASE("RefSplit4dDim2EndtoEndTestFloat16") |
| 1250 | { |
| 1251 | Splitter4dDim2EndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1252 | } |
| 1253 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1254 | TEST_CASE("RefSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1255 | { |
| 1256 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1257 | } |
| 1258 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1259 | TEST_CASE("RefSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1260 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1261 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1262 | } |
| 1263 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1264 | TEST_CASE("RefSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1265 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1266 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1267 | } |
| 1268 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1269 | TEST_CASE("RefSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1270 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1271 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1272 | } |
| 1273 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1274 | TEST_CASE("RefSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1275 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1276 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1277 | } |
| 1278 | |
Cian McGriskin | 160edb3 | 2023-07-25 14:15:45 +0100 | [diff] [blame] | 1279 | // Tile |
| 1280 | TEST_CASE("RefTileEndToEndFloat32") |
| 1281 | { |
| 1282 | TileEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1283 | } |
| 1284 | |
| 1285 | TEST_CASE("RefTileEndToEndFloat16") |
| 1286 | { |
| 1287 | TileEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1288 | } |
| 1289 | |
| 1290 | TEST_CASE("RefTileEndToEndQAsymmS8") |
| 1291 | { |
| 1292 | TileEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1293 | } |
| 1294 | |
| 1295 | TEST_CASE("RefTileEndToEndQAsymmU8") |
| 1296 | { |
| 1297 | TileEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1298 | } |
| 1299 | |
| 1300 | TEST_CASE("RefTileEndToEndQSymmS8") |
| 1301 | { |
| 1302 | TileEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1303 | } |
| 1304 | |
| 1305 | TEST_CASE("RefTileEndToEndQSymmS16") |
| 1306 | { |
| 1307 | TileEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1308 | } |
| 1309 | |
| 1310 | TEST_CASE("RefTileEndToEndSigned32") |
| 1311 | { |
| 1312 | TileEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1313 | } |
| 1314 | |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1315 | // TransposeConvolution2d |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1316 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1317 | { |
| 1318 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1319 | defaultBackends, armnn::DataLayout::NCHW); |
| 1320 | } |
| 1321 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1322 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1323 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1324 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1325 | defaultBackends, armnn::DataLayout::NCHW); |
| 1326 | } |
| 1327 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1328 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1329 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1330 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1331 | defaultBackends, armnn::DataLayout::NCHW); |
| 1332 | } |
| 1333 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1334 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1335 | { |
| 1336 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1337 | defaultBackends, armnn::DataLayout::NHWC); |
| 1338 | } |
| 1339 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1340 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1341 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1342 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1343 | defaultBackends, armnn::DataLayout::NHWC); |
| 1344 | } |
| 1345 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1346 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1347 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1348 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1349 | defaultBackends, armnn::DataLayout::NHWC); |
| 1350 | } |
| 1351 | |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 1352 | // Transpose |
| 1353 | TEST_CASE("RefTransposeEndToEndTest") |
| 1354 | { |
| 1355 | TransposeEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1356 | } |
| 1357 | |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1358 | // Resize Bilinear |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1359 | TEST_CASE("RefResizeBilinearEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1360 | { |
| 1361 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1362 | } |
| 1363 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1364 | TEST_CASE("RefResizeBilinearEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1365 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1366 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1367 | } |
| 1368 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1369 | TEST_CASE("RefResizeBilinearEndToEndInt8NchwTest") |
| 1370 | { |
| 1371 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS8>(defaultBackends, armnn::DataLayout::NCHW); |
| 1372 | } |
| 1373 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1374 | TEST_CASE("RefResizeBilinearEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1375 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1376 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1377 | } |
| 1378 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1379 | TEST_CASE("RefResizeBilinearEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1380 | { |
| 1381 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1382 | } |
| 1383 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1384 | TEST_CASE("RefResizeBilinearEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1385 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1386 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1387 | } |
| 1388 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1389 | TEST_CASE("RefResizeBilinearEndToEndInt8NhwcTest") |
| 1390 | { |
| 1391 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS8>(defaultBackends, armnn::DataLayout::NHWC); |
| 1392 | } |
| 1393 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1394 | TEST_CASE("RefResizeBilinearEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1395 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1396 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1397 | } |
| 1398 | |
| 1399 | // Resize NearestNeighbor |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1400 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1401 | { |
| 1402 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1403 | } |
| 1404 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1405 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1406 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1407 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1408 | } |
| 1409 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1410 | TEST_CASE("RefResizeNearestNeighborEndToEndInt8NchwTest") |
| 1411 | { |
| 1412 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends, armnn::DataLayout::NCHW); |
| 1413 | } |
| 1414 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1415 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1416 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1417 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1418 | } |
| 1419 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1420 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1421 | { |
| 1422 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1423 | } |
| 1424 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1425 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1426 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1427 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1428 | } |
| 1429 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1430 | TEST_CASE("RefResizeNearestNeighborEndToEndInt8NhwcTest") |
| 1431 | { |
| 1432 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends, armnn::DataLayout::NHWC); |
| 1433 | } |
| 1434 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1435 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1436 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1437 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1438 | } |
| 1439 | |
Teresa Charlin | 28658bc | 2023-12-19 15:49:31 +0000 | [diff] [blame] | 1440 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatAlignCornersNhwcTest") |
| 1441 | { |
| 1442 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC, true, false); |
| 1443 | } |
| 1444 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1445 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatHalfPixelNhwcTest") |
| 1446 | { |
| 1447 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC, false, true); |
| 1448 | } |
| 1449 | |
Teresa Charlin | 28658bc | 2023-12-19 15:49:31 +0000 | [diff] [blame] | 1450 | TEST_CASE("RefResizeNearestNeighborEndToEndInt8AlignCornersNhwcTest") |
| 1451 | { |
| 1452 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends, armnn::DataLayout::NHWC, true, false); |
| 1453 | } |
| 1454 | |
Teresa Charlin | 0587dd0 | 2023-12-21 09:05:39 +0000 | [diff] [blame] | 1455 | TEST_CASE("RefResizeNearestNeighborEndToEndInt8HalfPixelNhwcTest") |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1456 | { |
| 1457 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS8>(defaultBackends, armnn::DataLayout::NHWC, false, true); |
| 1458 | } |
| 1459 | |
Declan-ARM | 1bf56cd | 2023-07-20 17:32:57 +0100 | [diff] [blame] | 1460 | // ReverseV2 |
| 1461 | TEST_CASE("RefReverseV2EndToEndFloat16Test") |
| 1462 | { |
| 1463 | ReverseV2EndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1464 | } |
| 1465 | |
| 1466 | TEST_CASE("RefReverseV2EndToEndFloat32Test") |
| 1467 | { |
| 1468 | ReverseV2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1469 | } |
| 1470 | |
| 1471 | TEST_CASE("RefReverseV2EndToEndQAsymmS8Test") |
| 1472 | { |
| 1473 | ReverseV2EndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1474 | } |
| 1475 | |
| 1476 | TEST_CASE("RefReverseV2EndToEndQAsymmU8Test") |
| 1477 | { |
| 1478 | ReverseV2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1479 | } |
| 1480 | |
| 1481 | TEST_CASE("RefReverseV2EndToEndQSymmS8Test") |
| 1482 | { |
| 1483 | ReverseV2EndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1484 | } |
| 1485 | |
| 1486 | TEST_CASE("RefReverseV2EndToEndQSymmS16Test") |
| 1487 | { |
| 1488 | ReverseV2EndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1489 | } |
| 1490 | |
| 1491 | TEST_CASE("RefReverseV2EndToEndSigned32Test") |
| 1492 | { |
| 1493 | ReverseV2EndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1494 | } |
| 1495 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1496 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1497 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1498 | { |
| 1499 | InstanceNormalizationNhwcEndToEndTest1(defaultBackends); |
| 1500 | } |
| 1501 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1502 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1503 | { |
| 1504 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 1505 | } |
| 1506 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1507 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1508 | { |
| 1509 | InstanceNormalizationNhwcEndToEndTest2(defaultBackends); |
| 1510 | } |
| 1511 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1512 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1513 | { |
| 1514 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 1515 | } |
| 1516 | |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1517 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1518 | TEST_CASE("RefArgMaxSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1519 | { |
| 1520 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1521 | } |
| 1522 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1523 | TEST_CASE("RefArgMaxSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1524 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1525 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1526 | } |
| 1527 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1528 | TEST_CASE("RefArgMinSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1529 | { |
| 1530 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1531 | } |
| 1532 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1533 | TEST_CASE("RefArgMinSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1534 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1535 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1536 | } |
| 1537 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1538 | TEST_CASE("RefArgMaxAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1539 | { |
| 1540 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1541 | } |
| 1542 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1543 | TEST_CASE("RefArgMaxAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1544 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1545 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1546 | } |
| 1547 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1548 | TEST_CASE("RefArgMinAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1549 | { |
| 1550 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1551 | } |
| 1552 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1553 | TEST_CASE("RefArgMinAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1554 | { |
| 1555 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1556 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1557 | } |
| 1558 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1559 | TEST_CASE("RefArgMaxAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1560 | { |
| 1561 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1562 | } |
| 1563 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1564 | TEST_CASE("RefArgMaxAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1565 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1566 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1567 | } |
| 1568 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1569 | TEST_CASE("RefArgMinAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1570 | { |
| 1571 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1572 | } |
| 1573 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1574 | TEST_CASE("RefArgMinAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1575 | { |
| 1576 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1577 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1578 | } |
| 1579 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1580 | TEST_CASE("RefArgMaxAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1581 | { |
| 1582 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1583 | } |
| 1584 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1585 | TEST_CASE("RefArgMaxAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1586 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1587 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1588 | } |
| 1589 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1590 | TEST_CASE("RefArgMinAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1591 | { |
| 1592 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1593 | } |
| 1594 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1595 | TEST_CASE("RefArgMinAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1596 | { |
| 1597 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1598 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1599 | } |
| 1600 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1601 | TEST_CASE("RefArgMaxAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1602 | { |
| 1603 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1604 | } |
| 1605 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1606 | TEST_CASE("RefArgMaxAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1607 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1608 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1609 | } |
| 1610 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1611 | TEST_CASE("RefArgMinAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1612 | { |
| 1613 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1614 | } |
| 1615 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1616 | TEST_CASE("RefArgMinAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1617 | { |
| 1618 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1619 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1620 | } |
| 1621 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1622 | TEST_CASE("RefQLstmEndToEndTest") |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 1623 | { |
| 1624 | QLstmEndToEnd(defaultBackends); |
| 1625 | } |
| 1626 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1627 | TEST_CASE("RefRankEndToEndTest") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1628 | { |
| 1629 | RankEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1630 | } |
| 1631 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1632 | TEST_CASE("RefRankEndToEndTestFloat16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1633 | { |
| 1634 | RankEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1635 | } |
| 1636 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1637 | TEST_CASE("RefRankEndToEndTestInt32") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1638 | { |
| 1639 | RankEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1640 | } |
| 1641 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1642 | TEST_CASE("RefRankEndToEndTestQAsymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1643 | { |
| 1644 | RankEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1645 | } |
| 1646 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1647 | TEST_CASE("RefRankEndToEndTestQSymmS16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1648 | { |
| 1649 | RankEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1650 | } |
| 1651 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1652 | TEST_CASE("RefRankEndToEndTestQSymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1653 | { |
| 1654 | RankEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1655 | } |
| 1656 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 1657 | // Reduce |
| 1658 | TEST_CASE("RefReduceEndToEndTest") |
| 1659 | { |
| 1660 | ReduceEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1661 | } |
| 1662 | |
| 1663 | TEST_CASE("RefReduceEndToEndTestFloat16") |
| 1664 | { |
| 1665 | ReduceEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1666 | } |
| 1667 | |
| 1668 | // Reshape |
| 1669 | TEST_CASE("RefReshapeEndToEndTest") |
| 1670 | { |
| 1671 | ReshapeEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1672 | } |
| 1673 | |
| 1674 | TEST_CASE("RefReshapeEndToEndTestFloat16") |
| 1675 | { |
| 1676 | ReshapeEndToEndFloat16<armnn::DataType::Float16>(defaultBackends); |
| 1677 | } |
| 1678 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1679 | TEST_CASE("RefForceImportWithAlignedBuffersEndToEndTest") |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1680 | { |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1681 | ForceImportWithAlignedBuffersEndToEndTest(defaultBackends); |
| 1682 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1683 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1684 | TEST_CASE("RefForceImportWithMisalignedInputBuffersEndToEndTest") |
| 1685 | { |
| 1686 | ForceImportWithMisalignedInputBuffersEndToEndTest(defaultBackends); |
| 1687 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1688 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1689 | TEST_CASE("RefForceImportWithMisalignedOutputBuffersEndToEndTest") |
| 1690 | { |
| 1691 | ForceImportWithMisalignedOutputBuffersEndToEndTest(defaultBackends); |
| 1692 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1693 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1694 | TEST_CASE("RefForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 1695 | { |
| 1696 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(defaultBackends); |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1697 | } |
| 1698 | |
David Monahan | 1682971 | 2022-02-03 17:04:59 +0000 | [diff] [blame] | 1699 | TEST_CASE("RefForceImportRepeatedInferencesEndToEndTest") |
| 1700 | { |
| 1701 | ForceImportRepeatedInferencesEndToEndTest(defaultBackends); |
| 1702 | } |
| 1703 | |
| 1704 | TEST_CASE("RefForceImportRepeatedInferencesInvertedEndToEndTest") |
| 1705 | { |
| 1706 | ForceImportRepeatedInferencesInvertedEndToEndTest(defaultBackends); |
| 1707 | } |
| 1708 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1709 | #if !defined(__ANDROID__) |
| 1710 | // Only run these tests on non Android platforms |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1711 | TEST_CASE("RefImportNonAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1712 | { |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1713 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 1714 | } |
| 1715 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1716 | TEST_CASE("RefExportNonAlignedPointerTest") |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1717 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1718 | ExportNonAlignedOutputPointerTest(defaultBackends); |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1719 | } |
| 1720 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1721 | TEST_CASE("RefImportAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1722 | { |
| 1723 | ImportAlignedPointerTest(defaultBackends); |
| 1724 | } |
| 1725 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1726 | TEST_CASE("RefImportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1727 | { |
| 1728 | ImportOnlyWorkload(defaultBackends); |
| 1729 | } |
| 1730 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1731 | TEST_CASE("RefExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1732 | { |
| 1733 | ExportOnlyWorkload(defaultBackends); |
| 1734 | } |
| 1735 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1736 | TEST_CASE("RefImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1737 | { |
| 1738 | ImportAndExportWorkload(defaultBackends); |
| 1739 | } |
| 1740 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1741 | TEST_CASE("RefExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1742 | { |
| 1743 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
| 1744 | } |
| 1745 | |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 1746 | // Slice |
| 1747 | TEST_CASE("RefSliceEndtoEndTestFloat32") |
| 1748 | { |
| 1749 | SliceEndToEnd<DataType::Float32>(defaultBackends); |
| 1750 | } |
| 1751 | |
| 1752 | TEST_CASE("RefSliceEndtoEndTestInt32") |
| 1753 | { |
| 1754 | SliceEndToEnd<DataType::Signed32>(defaultBackends); |
| 1755 | } |
| 1756 | |
| 1757 | TEST_CASE("RefSliceEndtoEndTestFloat16") |
| 1758 | { |
| 1759 | SliceEndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1760 | } |
| 1761 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1762 | TEST_CASE("RefStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 1763 | { |
| 1764 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 1765 | } |
| 1766 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1767 | TEST_CASE("RefThreadSafeFP32StridedSlicedEndToEndTest") |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 1768 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 1769 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 1); |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 1770 | } |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 1771 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1772 | TEST_CASE("RefAsyncFP32StridedSlicedMultiThreadedEndToEndTest") |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 1773 | { |
| 1774 | armnn::experimental::StridedSlicedMultiThreadedEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 1775 | } |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1776 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1777 | TEST_CASE("RefAsyncFP32StridedSlicedScheduledMultiThreadedEndToEndTest") |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1778 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 1779 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 3); |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1780 | } |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 1781 | |
| 1782 | TEST_CASE("RefAddEndToEndTestFloat32") |
| 1783 | { |
| 1784 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Add); |
| 1785 | } |
| 1786 | TEST_CASE("RefAddEndToEndTestUint8") |
| 1787 | { |
| 1788 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Add); |
| 1789 | } |
Tracy Narine | e7d2785 | 2024-01-26 09:13:19 +0000 | [diff] [blame] | 1790 | TEST_CASE("RefAddEndToEndTestFloat32Simple3D") |
| 1791 | { |
| 1792 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Add); |
| 1793 | } |
| 1794 | TEST_CASE("RefAddEndToEndTestFloat16Simple3D") |
| 1795 | { |
| 1796 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float16>(defaultBackends, BinaryOperation::Add); |
| 1797 | } |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 1798 | TEST_CASE("RefDivEndToEndTestFloat32") |
| 1799 | { |
| 1800 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Div); |
| 1801 | } |
| 1802 | TEST_CASE("RefDivEndToEndTestUint8") |
| 1803 | { |
| 1804 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Div); |
| 1805 | } |
| 1806 | TEST_CASE("RefMulEndToEndTestFloat32") |
| 1807 | { |
| 1808 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Mul); |
| 1809 | } |
| 1810 | TEST_CASE("RefMulEndToEndTestUint8") |
| 1811 | { |
| 1812 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Mul); |
| 1813 | } |
| 1814 | TEST_CASE("RefSubEndToEndTestFloat32") |
| 1815 | { |
| 1816 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Sub); |
| 1817 | } |
| 1818 | TEST_CASE("RefSubEndToEndTestUint8") |
| 1819 | { |
| 1820 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Sub); |
| 1821 | } |
| 1822 | TEST_CASE("RefMaximumEndToEndTestFloat32") |
| 1823 | { |
| 1824 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Maximum); |
| 1825 | } |
| 1826 | TEST_CASE("RefMaximumEndToEndTestUint8") |
| 1827 | { |
| 1828 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Maximum); |
| 1829 | } |
| 1830 | TEST_CASE("RefMinimumEndToEndTestFloat32") |
| 1831 | { |
| 1832 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Minimum); |
| 1833 | } |
| 1834 | TEST_CASE("RefMinimumEndToEndTestUint8") |
| 1835 | { |
| 1836 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Minimum); |
| 1837 | } |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 1838 | TEST_CASE("RefPowerEndToEndTestFloat32") |
| 1839 | { |
| 1840 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Power); |
| 1841 | } |
| 1842 | TEST_CASE("RefPowerEndToEndTestUint8") |
| 1843 | { |
| 1844 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Power); |
| 1845 | } |
| 1846 | TEST_CASE("RefSquaredDifferenceEndToEndTestFloat32") |
| 1847 | { |
| 1848 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::SqDiff); |
| 1849 | } |
| 1850 | TEST_CASE("RefSquaredDifferenceEndToEndTestUint8") |
| 1851 | { |
| 1852 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::SqDiff); |
| 1853 | } |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 1854 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1855 | #endif |
| 1856 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 1857 | // Backend Optimization Tests |
| 1858 | TEST_CASE("RefReshapeRemovalSimpleCaseEndToEnd") |
| 1859 | { |
| 1860 | ReshapeRemovalEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1861 | } |
| 1862 | |
| 1863 | TEST_CASE("RefReshapeRemovalNCHWFirstEndToEnd") |
| 1864 | { |
| 1865 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(defaultBackends, true, true); |
| 1866 | } |
| 1867 | |
| 1868 | TEST_CASE("RefReshapeRemovalNCHWSecondEndToEnd") |
| 1869 | { |
| 1870 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false); |
| 1871 | } |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 1872 | |
| 1873 | // BroadcastTo |
| 1874 | TEST_CASE("RefBroadcastToEndToEndFloat32") |
| 1875 | { |
| 1876 | BroadcastToEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1877 | } |
| 1878 | |
Idriss Chaouch | 564c13d | 2023-09-01 17:58:38 +0100 | [diff] [blame] | 1879 | TEST_CASE("RefBroadcastToEndToEndWithMultiplicationFloat32") |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 1880 | { |
Idriss Chaouch | 564c13d | 2023-09-01 17:58:38 +0100 | [diff] [blame] | 1881 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 1882 | BinaryOperation::Mul); |
| 1883 | } |
| 1884 | |
| 1885 | TEST_CASE("RefBroadcastToEndToEndWithDivisionFloat32") |
| 1886 | { |
| 1887 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 1888 | BinaryOperation::Div); |
| 1889 | } |
| 1890 | |
| 1891 | TEST_CASE("RefBroadcastToEndToEndWithAdditionFloat32") |
| 1892 | { |
| 1893 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 1894 | BinaryOperation::Add); |
| 1895 | } |
| 1896 | |
| 1897 | TEST_CASE("RefBroadcastToEndToEndWithSubtractionFloat32") |
| 1898 | { |
| 1899 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 1900 | BinaryOperation::Sub); |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 1901 | } |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1902 | } |