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> |
Teresa Charlin | a52bca2 | 2024-02-01 17:36:48 +0000 | [diff] [blame] | 31 | #include "backendsCommon/test/Pooling2dEndToEndTestImpl.hpp" |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 32 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 33 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 34 | #include <backendsCommon/test/QuantizationEndToEndTestImpl.hpp> |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 35 | #include <backendsCommon/test/RankEndToEndTestImpl.hpp> |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 36 | #include <backendsCommon/test/ReduceEndToEndTestImpl.hpp> |
| 37 | #include <backendsCommon/test/ReshapeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 38 | #include <backendsCommon/test/ResizeEndToEndTestImpl.hpp> |
Declan-ARM | 1bf56cd | 2023-07-20 17:32:57 +0100 | [diff] [blame] | 39 | #include <backendsCommon/test/ReverseV2EndToEndTestImpl.hpp> |
Teresa Charlin | 70dc5e9 | 2024-03-05 17:59:27 +0000 | [diff] [blame] | 40 | #include <backendsCommon/test/ScatterNdEndToEndTestImpl.hpp> |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 41 | #include <backendsCommon/test/SliceEndToEndTestImpl.hpp> |
John Mcloughlin | 3375390 | 2024-02-07 15:00:57 +0000 | [diff] [blame] | 42 | #include <backendsCommon/test/SoftmaxEndToEndTestImpl.hpp> |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 43 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 44 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 45 | #include <backendsCommon/test/StridedSliceAsyncEndToEndTest.hpp> |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 46 | #include <backendsCommon/test/SubgraphUtilsTest.hpp> |
Cian McGriskin | 160edb3 | 2023-07-25 14:15:45 +0100 | [diff] [blame] | 47 | #include <backendsCommon/test/TileEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 48 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 49 | #include <backendsCommon/test/TransposeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 50 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 51 | #include <doctest/doctest.h> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 52 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 53 | TEST_SUITE("RefEndToEnd") |
| 54 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 55 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuRef}; |
| 56 | |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 57 | // ElementwiseUnary |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 58 | // Abs |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 59 | TEST_CASE("RefAbsEndToEndTestFloat32") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 60 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 61 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 62 | UnaryOperation::Abs); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 63 | } |
| 64 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 65 | TEST_CASE("RefAbsEndToEndTestUint8") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 66 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 67 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 68 | UnaryOperation::Abs); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 69 | } |
| 70 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 71 | TEST_CASE("RefAbsEndToEndTestInt16") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 72 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 73 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 74 | UnaryOperation::Abs); |
| 75 | } |
| 76 | |
| 77 | // Rsqrt |
| 78 | TEST_CASE("RefRsqrtEndToEndTestFloat32") |
| 79 | { |
| 80 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 81 | UnaryOperation::Rsqrt); |
| 82 | } |
| 83 | |
| 84 | TEST_CASE("RefRsqrtEndToEndTestUint8") |
| 85 | { |
| 86 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
| 87 | UnaryOperation::Rsqrt); |
| 88 | } |
| 89 | |
| 90 | TEST_CASE("RefRsqrtEndToEndTestInt16") |
| 91 | { |
| 92 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
| 93 | UnaryOperation::Rsqrt); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 94 | } |
| 95 | |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 96 | // Addition |
| 97 | TEST_CASE("RefAdditionEndtoEndFloat32") |
| 98 | { |
| 99 | AdditionEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 100 | } |
| 101 | |
| 102 | TEST_CASE("RefAdditionEndtoEndUint8") |
| 103 | { |
| 104 | AdditionEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 105 | } |
| 106 | |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 107 | // Constant |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 108 | TEST_CASE("ConstantUsage_Ref_Float32") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 109 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 110 | CHECK(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 111 | } |
| 112 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 113 | TEST_CASE("ConstantUsage_Ref_Uint8") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 114 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 115 | CHECK(ConstantUsageUint8Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 116 | } |
| 117 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 118 | TEST_CASE("Unsigned8") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 119 | { |
| 120 | using namespace armnn; |
| 121 | |
| 122 | // Create runtime in which test will run |
| 123 | armnn::IRuntime::CreationOptions options; |
| 124 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 125 | |
| 126 | // Builds up the structure of the network. |
| 127 | armnn::INetworkPtr net(INetwork::Create()); |
| 128 | |
| 129 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 130 | IConnectableLayer* softmax = net->AddSoftmaxLayer(SoftmaxDescriptor(), "softmax"); |
| 131 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 132 | |
| 133 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 134 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 135 | |
| 136 | // Sets the tensors in the network. |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 137 | TensorInfo inputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 138 | inputTensorInfo.SetQuantizationOffset(100); |
| 139 | inputTensorInfo.SetQuantizationScale(10000.0f); |
| 140 | input->GetOutputSlot(0).SetTensorInfo(inputTensorInfo); |
| 141 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 142 | TensorInfo outputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 143 | outputTensorInfo.SetQuantizationOffset(0); |
| 144 | outputTensorInfo.SetQuantizationScale(1.0f/255.0f); |
| 145 | softmax->GetOutputSlot(0).SetTensorInfo(outputTensorInfo); |
| 146 | |
| 147 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 148 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 149 | |
| 150 | // Loads it into the runtime. |
| 151 | NetworkId netId; |
| 152 | auto error = runtime->LoadNetwork(netId, std::move(optNet)); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 153 | CHECK(error == Status::Success); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 154 | |
| 155 | // Creates structures for input & output. |
| 156 | std::vector<uint8_t> inputData |
| 157 | { |
| 158 | 1, 10, 3, 200, 5 // Some inputs - one of which is sufficiently larger than the others to saturate softmax. |
| 159 | }; |
| 160 | std::vector<uint8_t> outputData(5); |
| 161 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 162 | TensorInfo inputTensorInfo2 = runtime->GetInputTensorInfo(netId, 0); |
| 163 | inputTensorInfo2.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 164 | armnn::InputTensors inputTensors |
| 165 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 166 | {0, armnn::ConstTensor(inputTensorInfo2, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 167 | }; |
| 168 | armnn::OutputTensors outputTensors |
| 169 | { |
| 170 | {0, armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 171 | }; |
| 172 | |
| 173 | // Does the inference. |
| 174 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 175 | |
| 176 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 177 | CHECK(outputData[0] == 0); |
| 178 | CHECK(outputData[1] == 0); |
| 179 | CHECK(outputData[2] == 0); |
| 180 | CHECK(outputData[3] == 255); // softmax has been saturated. |
| 181 | CHECK(outputData[4] == 0); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 182 | } |
| 183 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 184 | TEST_CASE("TrivialAdd") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 185 | { |
| 186 | // This test was designed to match "AddTwo" in android nn/runtime/test/TestTrivialModel.cpp. |
| 187 | |
| 188 | using namespace armnn; |
| 189 | |
| 190 | // Create runtime in which test will run |
| 191 | armnn::IRuntime::CreationOptions options; |
| 192 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 193 | |
| 194 | // Builds up the structure of the network. |
| 195 | armnn::INetworkPtr net(INetwork::Create()); |
| 196 | |
| 197 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 198 | IConnectableLayer* input2 = net->AddInputLayer(1); |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 199 | IConnectableLayer* add = net->AddElementwiseBinaryLayer(ElementwiseBinaryDescriptor(BinaryOperation::Add)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 200 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 201 | |
| 202 | input1->GetOutputSlot(0).Connect(add->GetInputSlot(0)); |
| 203 | input2->GetOutputSlot(0).Connect(add->GetInputSlot(1)); |
| 204 | add->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 205 | |
| 206 | // Sets the tensors in the network. |
| 207 | TensorInfo tensorInfo(TensorShape({3, 4}), DataType::Float32); |
| 208 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 209 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 210 | add->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 211 | |
| 212 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 213 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 214 | |
| 215 | // Loads it into the runtime. |
| 216 | NetworkId netId; |
| 217 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 218 | |
| 219 | // Creates structures for input & output - matching android nn test. |
| 220 | std::vector<float> input1Data |
| 221 | { |
| 222 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 223 | }; |
| 224 | std::vector<float> input2Data |
| 225 | { |
| 226 | 100.f, 200.f, 300.f, 400.f, 500.f, 600.f, 700.f, 800.f, 900.f, 1000.f, 1100.f, 1200.f |
| 227 | }; |
| 228 | std::vector<float> outputData(12); |
| 229 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 230 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 231 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 232 | InputTensors inputTensors |
| 233 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 234 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 235 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 236 | }; |
| 237 | OutputTensors outputTensors |
| 238 | { |
| 239 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 240 | }; |
| 241 | |
| 242 | // Does the inference. |
| 243 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 244 | |
| 245 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 246 | CHECK(outputData[0] == 101); |
| 247 | CHECK(outputData[1] == 202); |
| 248 | CHECK(outputData[2] == 303); |
| 249 | CHECK(outputData[3] == 404); |
| 250 | CHECK(outputData[4] == 505); |
| 251 | CHECK(outputData[5] == 606); |
| 252 | CHECK(outputData[6] == 707); |
| 253 | CHECK(outputData[7] == 808); |
| 254 | CHECK(outputData[8] == 909); |
| 255 | CHECK(outputData[9] == 1010); |
| 256 | CHECK(outputData[10] == 1111); |
| 257 | CHECK(outputData[11] == 1212); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 258 | } |
| 259 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 260 | TEST_CASE("MultipleOutputs") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 261 | { |
| 262 | using namespace armnn; |
| 263 | |
| 264 | // Create runtime in which test will run |
| 265 | armnn::IRuntime::CreationOptions options; |
| 266 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 267 | |
| 268 | // Builds up the structure of the network. |
| 269 | INetworkPtr net(INetwork::Create()); |
| 270 | |
| 271 | IConnectableLayer* input = net->AddInputLayer(0); |
| 272 | |
| 273 | // ReLu1 |
| 274 | ActivationDescriptor activation1Descriptor; |
| 275 | activation1Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 276 | activation1Descriptor.m_A = 1.f; |
| 277 | activation1Descriptor.m_B = -1.f; |
| 278 | IConnectableLayer* activation1 = net->AddActivationLayer(activation1Descriptor); |
| 279 | |
| 280 | // ReLu6 |
| 281 | ActivationDescriptor activation2Descriptor; |
| 282 | activation2Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 283 | activation2Descriptor.m_A = 6.0f; |
| 284 | IConnectableLayer* activation2 = net->AddActivationLayer(activation2Descriptor); |
| 285 | |
| 286 | // BoundedReLu(min=2, max=5) |
| 287 | ActivationDescriptor activation3Descriptor; |
| 288 | activation3Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 289 | activation3Descriptor.m_A = 5.0f; |
| 290 | activation3Descriptor.m_B = 2.0f; |
| 291 | IConnectableLayer* activation3 = net->AddActivationLayer(activation3Descriptor); |
| 292 | |
| 293 | IConnectableLayer* output1 = net->AddOutputLayer(0); |
| 294 | IConnectableLayer* output2 = net->AddOutputLayer(1); |
| 295 | IConnectableLayer* output3 = net->AddOutputLayer(2); |
| 296 | |
| 297 | input->GetOutputSlot(0).Connect(activation1->GetInputSlot(0)); |
| 298 | input->GetOutputSlot(0).Connect(activation2->GetInputSlot(0)); |
| 299 | input->GetOutputSlot(0).Connect(activation3->GetInputSlot(0)); |
| 300 | |
| 301 | activation1->GetOutputSlot(0).Connect(output1->GetInputSlot(0)); |
| 302 | activation2->GetOutputSlot(0).Connect(output2->GetInputSlot(0)); |
| 303 | activation3->GetOutputSlot(0).Connect(output3->GetInputSlot(0)); |
| 304 | |
| 305 | // Sets the tensors in the network. |
| 306 | TensorInfo tensorInfo(TensorShape({ 10 }), DataType::Float32); |
| 307 | input->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 308 | activation1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 309 | activation2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 310 | activation3->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 311 | |
| 312 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 313 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 314 | |
| 315 | // Loads it into the runtime. |
| 316 | NetworkId netId; |
| 317 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 318 | |
| 319 | // Creates structures for input & output. |
| 320 | 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 }; |
| 321 | |
| 322 | std::vector<float> output1Data(inputData.size()); |
| 323 | std::vector<float> output2Data(inputData.size()); |
| 324 | std::vector<float> output3Data(inputData.size()); |
| 325 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 326 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 327 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 328 | InputTensors inputTensors |
| 329 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 330 | {0,armnn::ConstTensor(inputTensorInfo, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 331 | }; |
| 332 | OutputTensors outputTensors |
| 333 | { |
| 334 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), output1Data.data())}, |
| 335 | {1,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 1), output2Data.data())}, |
| 336 | {2,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 2), output3Data.data())} |
| 337 | }; |
| 338 | |
| 339 | // Does the inference. |
| 340 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 341 | |
| 342 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 343 | 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 |
| 344 | 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 |
| 345 | 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] | 346 | } |
| 347 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 348 | TEST_CASE("TrivialMin") |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 349 | { |
| 350 | using namespace armnn; |
| 351 | |
| 352 | // Create runtime in which test will run |
| 353 | armnn::IRuntime::CreationOptions options; |
| 354 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 355 | |
| 356 | // Builds up the structure of the network. |
| 357 | armnn::INetworkPtr net(INetwork::Create()); |
| 358 | |
| 359 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 360 | IConnectableLayer* input2 = net->AddInputLayer(1); |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 361 | IConnectableLayer* min = net->AddElementwiseBinaryLayer(ElementwiseBinaryDescriptor(BinaryOperation::Minimum)); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 362 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 363 | |
| 364 | input1->GetOutputSlot(0).Connect(min->GetInputSlot(0)); |
| 365 | input2->GetOutputSlot(0).Connect(min->GetInputSlot(1)); |
| 366 | min->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 367 | |
| 368 | // Sets the tensors in the network. |
| 369 | TensorInfo tensorInfo(TensorShape({1, 1, 1, 4}), DataType::Float32); |
| 370 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 371 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 372 | min->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 373 | |
| 374 | // optimize the network |
| 375 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
| 376 | |
| 377 | // Loads it into the runtime. |
| 378 | NetworkId netId; |
| 379 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 380 | |
| 381 | // Creates structures for input & output - matching android nn test. |
| 382 | std::vector<float> input1Data |
| 383 | { |
| 384 | 1.0f, 2.0f, 3.0f, 4.0f |
| 385 | }; |
| 386 | std::vector<float> input2Data |
| 387 | { |
| 388 | 2.0f, 1.0f, 5.0f, 2.0f |
| 389 | }; |
| 390 | std::vector<float> outputData(4); |
| 391 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 392 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 393 | inputTensorInfo.SetConstant(true); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 394 | InputTensors inputTensors |
| 395 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 396 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 397 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 398 | }; |
| 399 | OutputTensors outputTensors |
| 400 | { |
| 401 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 402 | }; |
| 403 | |
| 404 | // Does the inference. |
| 405 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 406 | |
| 407 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 408 | CHECK(outputData[0] == 1); |
| 409 | CHECK(outputData[1] == 1); |
| 410 | CHECK(outputData[2] == 3); |
| 411 | CHECK(outputData[3] == 2); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 412 | } |
| 413 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 414 | TEST_CASE("RefEqualSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 415 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 416 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 417 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 418 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 419 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 420 | ComparisonOperation::Equal, |
| 421 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 422 | } |
| 423 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 424 | TEST_CASE("RefGreaterSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 425 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 426 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 427 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 428 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 429 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 430 | ComparisonOperation::Greater, |
| 431 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 432 | } |
| 433 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 434 | TEST_CASE("RefEqualSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 435 | { |
| 436 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 437 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
| 438 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 439 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 440 | ComparisonOperation::Equal, |
| 441 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 442 | } |
| 443 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 444 | TEST_CASE("RefGreaterSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 445 | { |
| 446 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 447 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 448 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 449 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 450 | ComparisonOperation::Greater, |
| 451 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 452 | } |
| 453 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 454 | TEST_CASE("RefEqualBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 455 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 456 | const std::vector<uint8_t> expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 457 | 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 458 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 459 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 460 | ComparisonOperation::Equal, |
| 461 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 462 | } |
| 463 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 464 | TEST_CASE("RefGreaterBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 465 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 466 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 467 | 1, 1, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 468 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 469 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 470 | ComparisonOperation::Greater, |
| 471 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 472 | } |
| 473 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 474 | TEST_CASE("RefEqualBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 475 | { |
| 476 | const std::vector<uint8_t > expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 477 | 0, 0, 0, 0, 0, 0 }); |
| 478 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 479 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 480 | ComparisonOperation::Equal, |
| 481 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 482 | } |
| 483 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 484 | TEST_CASE("RefGreaterBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 485 | { |
| 486 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 487 | 1, 1, 1, 1, 1, 1 }); |
| 488 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 489 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 490 | ComparisonOperation::Greater, |
| 491 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 492 | } |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 493 | |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 494 | TEST_CASE("RefBatchMatMulEndToEndFloat32Test") |
| 495 | { |
| 496 | BatchMatMulEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 497 | } |
| 498 | |
Teresa Charlin | 1fe6c81 | 2022-11-01 15:59:50 +0000 | [diff] [blame] | 499 | TEST_CASE("RefBatchMatMulEndToEndInt8Test") |
| 500 | { |
| 501 | BatchMatMulEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 502 | } |
| 503 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 504 | TEST_CASE("RefBatchToSpaceNdEndToEndFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 505 | { |
| 506 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 507 | } |
| 508 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 509 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 510 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 511 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 512 | } |
| 513 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 514 | TEST_CASE("RefBatchToSpaceNdEndToEndQSymm16NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 515 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 516 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 517 | } |
| 518 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 519 | TEST_CASE("RefBatchToSpaceNdEndToEndFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 520 | { |
| 521 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 522 | } |
| 523 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 524 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 525 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 526 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 527 | } |
| 528 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 529 | TEST_CASE("RefBatchToSpaceNdEndToEndQSymm16NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 530 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 531 | BatchToSpaceNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 532 | } |
| 533 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 534 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 535 | { |
| 536 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 537 | } |
| 538 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 539 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 540 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 541 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 542 | } |
| 543 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 544 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexQSymm16NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 545 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 546 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 547 | } |
| 548 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 549 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 550 | { |
| 551 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 552 | } |
| 553 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 554 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 555 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 556 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 557 | } |
| 558 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 559 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexQSymm16NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 560 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 561 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 562 | } |
| 563 | |
Teresa Charlin | 43baf50 | 2021-09-27 10:10:39 +0100 | [diff] [blame] | 564 | TEST_CASE("RefChannelShuffleFloatTest") |
| 565 | { |
| 566 | ChannelShuffleEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 567 | } |
| 568 | |
| 569 | TEST_CASE("RefChannelShuffleUint8Test") |
| 570 | { |
| 571 | ChannelShuffleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 572 | } |
| 573 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 574 | TEST_CASE("RefConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 575 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 576 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 577 | } |
| 578 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 579 | TEST_CASE("RefConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 580 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 581 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 582 | } |
| 583 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 584 | TEST_CASE("RefConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 585 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 586 | ConcatDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 587 | } |
| 588 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 589 | TEST_CASE("RefConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 590 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 591 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 592 | } |
| 593 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 594 | TEST_CASE("RefConcatEndToEndDim2Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 595 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 596 | ConcatDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 597 | } |
| 598 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 599 | TEST_CASE("RefConcatEndToEndDim2Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 600 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 601 | ConcatDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 602 | } |
| 603 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 604 | TEST_CASE("RefConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 605 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 606 | ConcatDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 607 | } |
| 608 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 609 | TEST_CASE("RefConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 610 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 611 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 612 | } |
| 613 | |
Matthew Sloyan | c5fe6e7 | 2022-11-25 16:10:00 +0000 | [diff] [blame] | 614 | TEST_CASE("RefConvolution2dFloat32Test") |
| 615 | { |
| 616 | Convolution2dEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 617 | } |
| 618 | |
| 619 | TEST_CASE("RefConvolution2dNchwFloat32Test") |
| 620 | { |
| 621 | Convolution2dEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 622 | } |
| 623 | |
| 624 | TEST_CASE("RefConvolution2dFloat16Test") |
| 625 | { |
| 626 | Convolution2dEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 627 | } |
| 628 | |
John Mcloughlin | ceb4428 | 2024-04-23 16:47:04 +0100 | [diff] [blame^] | 629 | TEST_CASE("RefConvolution2dInt8Test") |
| 630 | { |
| 631 | Convolution2dEndToEnd<armnn::DataType::QSymmS8, |
| 632 | armnn::DataType::QSymmS8, |
| 633 | armnn::DataType::Signed32>(defaultBackends, armnn::DataLayout::NHWC); |
| 634 | } |
| 635 | |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 636 | TEST_CASE("RefConvolution3dFloat32Test") |
| 637 | { |
| 638 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 639 | armnn::DataLayout::NDHWC); |
| 640 | } |
| 641 | |
| 642 | TEST_CASE("RefConvolution3dNcdhwFloat32Test") |
| 643 | { |
| 644 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 645 | armnn::DataLayout::NCDHW); |
| 646 | } |
| 647 | |
| 648 | TEST_CASE("RefConvolution3dFloat16Test") |
| 649 | { |
| 650 | Convolution3dEndToEnd<armnn::DataType::Float16, armnn::DataType::Float16>(defaultBackends, |
| 651 | armnn::DataLayout::NDHWC); |
| 652 | } |
| 653 | |
| 654 | TEST_CASE("RefConvolution3dUint8Test") |
| 655 | { |
| 656 | Convolution3dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(defaultBackends, |
| 657 | armnn::DataLayout::NDHWC); |
| 658 | } |
| 659 | |
| 660 | TEST_CASE("RefConvolution3dInt8Test") |
| 661 | { |
| 662 | Convolution3dEndToEnd<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(defaultBackends, |
| 663 | armnn::DataLayout::NDHWC); |
| 664 | } |
| 665 | |
Tianle Cheng | fbfa49e | 2024-01-23 11:21:48 +0000 | [diff] [blame] | 666 | TEST_CASE("RefDepthwiseConvolution2dEndtoEndFloat32Test") |
| 667 | { |
| 668 | DepthwiseConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 669 | armnn::DataLayout::NHWC); |
| 670 | } |
| 671 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 672 | TEST_CASE("RefFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 673 | { |
| 674 | FillEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 675 | } |
| 676 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 677 | TEST_CASE("RefFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 678 | { |
| 679 | FillEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 680 | } |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 681 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 682 | TEST_CASE("RefFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 683 | { |
| 684 | FillEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 685 | } |
| 686 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 687 | TEST_CASE("RefFullyConnectedEndToEndTestFloat32") |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 688 | { |
| 689 | FullyConnectedWithDynamicWeightsEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 690 | } |
| 691 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 692 | TEST_CASE("RefFullyConnectedEndToEndTestNonConstantWeightsConstantBiasesFloat32") |
| 693 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 694 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 695 | } |
| 696 | |
| 697 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsNonConstantBiasesFloat32") |
| 698 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 699 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false); |
Cathal Corbett | 521032f | 2021-10-07 11:46:40 +0100 | [diff] [blame] | 700 | } |
| 701 | |
| 702 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsTensorInfoNotSet") |
| 703 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 704 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, true, true, false); |
| 705 | } |
| 706 | |
| 707 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsNotConnectedExplicitCheck") |
| 708 | { |
| 709 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, false, true, true); |
| 710 | } |
| 711 | |
| 712 | TEST_CASE("RefFullyConnectedEndToEndTestBiasNotConnectedExplicitCheck") |
| 713 | { |
| 714 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, true, false, true); |
| 715 | } |
| 716 | |
| 717 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsAndBiasNotConnected") |
| 718 | { |
| 719 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, false, false, true); |
| 720 | } |
| 721 | |
| 722 | TEST_CASE("RefFullyConnectedEndToEndTestBiasDisabledConnectBias") |
| 723 | { |
| 724 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, false, false, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 725 | } |
| 726 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 727 | TEST_CASE("RefGatherFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 728 | { |
| 729 | GatherEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 730 | } |
| 731 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 732 | TEST_CASE("RefGatherUint8Test") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 733 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 734 | GatherEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 735 | } |
| 736 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 737 | TEST_CASE("RefGatherInt16Test") |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 738 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 739 | GatherEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 740 | } |
| 741 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 742 | TEST_CASE("RefGatherMultiDimFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 743 | { |
| 744 | GatherMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 745 | } |
| 746 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 747 | TEST_CASE("RefGatherMultiDimUint8Test") |
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 | GatherMultiDimEndToEnd<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("RefGatherMultiDimInt16Test") |
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 | GatherMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 755 | } |
| 756 | |
Teresa Charlin | b2d3ec5 | 2022-04-12 22:07:09 +0100 | [diff] [blame] | 757 | TEST_CASE("RefGatherNdFloatTest") |
| 758 | { |
| 759 | GatherNdEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 760 | } |
| 761 | |
| 762 | TEST_CASE("RefGatherNdUint8Test") |
| 763 | { |
| 764 | GatherNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 765 | } |
| 766 | |
| 767 | TEST_CASE("RefGatherNdInt16Test") |
| 768 | { |
| 769 | GatherNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 770 | } |
| 771 | |
| 772 | TEST_CASE("RefGatherNdMultiDimFloatTest") |
| 773 | { |
| 774 | GatherNdMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 775 | } |
| 776 | |
| 777 | TEST_CASE("RefGatherNdMultiDimUint8Test") |
| 778 | { |
| 779 | GatherNdMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 780 | } |
| 781 | |
| 782 | TEST_CASE("RefGatherNdMultiDimInt16Test") |
| 783 | { |
| 784 | GatherNdMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 785 | } |
| 786 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 787 | // DepthToSpace |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 788 | TEST_CASE("DepthToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 789 | { |
| 790 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 791 | } |
| 792 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 793 | TEST_CASE("DepthToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 794 | { |
| 795 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 796 | } |
| 797 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 798 | TEST_CASE("DepthToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 799 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 800 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 801 | } |
| 802 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 803 | TEST_CASE("DepthToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 804 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 805 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 806 | } |
| 807 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 808 | TEST_CASE("DepthToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 809 | { |
| 810 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 811 | } |
| 812 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 813 | TEST_CASE("DepthToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 814 | { |
| 815 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 816 | } |
| 817 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 818 | TEST_CASE("DepthToSpaceEndToEndNhwcUint8") |
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::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
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("DepthToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 824 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 825 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 826 | } |
| 827 | |
John Mcloughlin | ceb4428 | 2024-04-23 16:47:04 +0100 | [diff] [blame^] | 828 | // Quantization |
| 829 | TEST_CASE("RefQuantizeInt8") |
| 830 | { |
| 831 | QuantizationEndToEndInt8(defaultBackends); |
| 832 | } |
| 833 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 834 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 835 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 836 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 837 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 838 | } |
| 839 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 840 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 841 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 842 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 843 | } |
| 844 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 845 | TEST_CASE("DequantizeEndToEndSimpleInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 846 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 847 | DequantizeEndToEndSimple<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 848 | } |
| 849 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 850 | TEST_CASE("DequantizeEndToEndOffsetInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 851 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 852 | DequantizeEndToEndOffset<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 853 | } |
| 854 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 855 | TEST_CASE("RefDetectionPostProcessRegularNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 856 | { |
| 857 | std::vector<float> boxEncodings({ |
| 858 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 859 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 860 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 861 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 862 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 863 | 0.0f, 0.0f, 0.0f, 0.0f |
| 864 | }); |
| 865 | std::vector<float> scores({ |
| 866 | 0.0f, 0.9f, 0.8f, |
| 867 | 0.0f, 0.75f, 0.72f, |
| 868 | 0.0f, 0.6f, 0.5f, |
| 869 | 0.0f, 0.93f, 0.95f, |
| 870 | 0.0f, 0.5f, 0.4f, |
| 871 | 0.0f, 0.3f, 0.2f |
| 872 | }); |
| 873 | std::vector<float> anchors({ |
| 874 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 875 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 876 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 877 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 878 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 879 | 0.5f, 100.5f, 1.0f, 1.0f |
| 880 | }); |
| 881 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 882 | } |
| 883 | |
| 884 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 885 | { |
| 886 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 887 | { |
| 888 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 889 | } |
| 890 | } |
| 891 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 892 | TEST_CASE("RefDetectionPostProcessRegularNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 893 | { |
| 894 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 895 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 896 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 897 | |
| 898 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 899 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 900 | scoresInfo.SetQuantizationScale(0.01f); |
| 901 | scoresInfo.SetQuantizationOffset(0); |
| 902 | anchorsInfo.SetQuantizationScale(0.5f); |
| 903 | anchorsInfo.SetQuantizationOffset(0); |
| 904 | |
| 905 | std::vector<float> boxEncodings({ |
| 906 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 907 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 908 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 909 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 910 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 911 | 0.0f, 0.0f, 0.0f, 0.0f |
| 912 | }); |
| 913 | std::vector<float> scores({ |
| 914 | 0.0f, 0.9f, 0.8f, |
| 915 | 0.0f, 0.75f, 0.72f, |
| 916 | 0.0f, 0.6f, 0.5f, |
| 917 | 0.0f, 0.93f, 0.95f, |
| 918 | 0.0f, 0.5f, 0.4f, |
| 919 | 0.0f, 0.3f, 0.2f |
| 920 | }); |
| 921 | std::vector<float> anchors({ |
| 922 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 923 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 924 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 925 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 926 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 927 | 0.5f, 100.5f, 1.0f, 1.0f |
| 928 | }); |
| 929 | |
| 930 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 931 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 932 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 933 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 934 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 935 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 936 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 937 | qScores, qAnchors, |
| 938 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 939 | } |
| 940 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 941 | TEST_CASE("RefDetectionPostProcessFastNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 942 | { |
| 943 | std::vector<float> boxEncodings({ |
| 944 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 945 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 946 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 947 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 948 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 949 | 0.0f, 0.0f, 0.0f, 0.0f |
| 950 | }); |
| 951 | std::vector<float> scores({ |
| 952 | 0.0f, 0.9f, 0.8f, |
| 953 | 0.0f, 0.75f, 0.72f, |
| 954 | 0.0f, 0.6f, 0.5f, |
| 955 | 0.0f, 0.93f, 0.95f, |
| 956 | 0.0f, 0.5f, 0.4f, |
| 957 | 0.0f, 0.3f, 0.2f |
| 958 | }); |
| 959 | std::vector<float> anchors({ |
| 960 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 961 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 962 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 963 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 964 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 965 | 0.5f, 100.5f, 1.0f, 1.0f |
| 966 | }); |
| 967 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 968 | } |
| 969 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 970 | TEST_CASE("RefDetectionPostProcessFastNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 971 | { |
| 972 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 973 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 974 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 975 | |
| 976 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 977 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 978 | scoresInfo.SetQuantizationScale(0.01f); |
| 979 | scoresInfo.SetQuantizationOffset(0); |
| 980 | anchorsInfo.SetQuantizationScale(0.5f); |
| 981 | anchorsInfo.SetQuantizationOffset(0); |
| 982 | |
| 983 | std::vector<float> boxEncodings({ |
| 984 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 985 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 986 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 987 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 988 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 989 | 0.0f, 0.0f, 0.0f, 0.0f |
| 990 | }); |
| 991 | std::vector<float> scores({ |
| 992 | 0.0f, 0.9f, 0.8f, |
| 993 | 0.0f, 0.75f, 0.72f, |
| 994 | 0.0f, 0.6f, 0.5f, |
| 995 | 0.0f, 0.93f, 0.95f, |
| 996 | 0.0f, 0.5f, 0.4f, |
| 997 | 0.0f, 0.3f, 0.2f |
| 998 | }); |
| 999 | std::vector<float> anchors({ |
| 1000 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1001 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1002 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1003 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 1004 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 1005 | 0.5f, 100.5f, 1.0f, 1.0f |
| 1006 | }); |
| 1007 | |
| 1008 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 1009 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 1010 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 1011 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 1012 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 1013 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1014 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 1015 | qScores, qAnchors, |
| 1016 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 1017 | } |
| 1018 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1019 | // Activations |
| 1020 | // Linear |
| 1021 | TEST_CASE("RefLinearEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1022 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1023 | ActivationEndToEndTest<armnn::DataType::Float32>(defaultBackends, ActivationFunction::Linear); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1024 | } |
| 1025 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1026 | TEST_CASE("RefLinearEndToEndTestFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1027 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1028 | ActivationEndToEndTest<armnn::DataType::Float16>(defaultBackends, ActivationFunction::Linear); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1029 | } |
| 1030 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1031 | TEST_CASE("RefLinearEndToEndTestQAsymmS8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1032 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1033 | ActivationEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends, ActivationFunction::Linear); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1034 | } |
| 1035 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1036 | TEST_CASE("RefLinearEndToEndTestQAsymmU8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1037 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1038 | ActivationEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends, ActivationFunction::Linear); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1039 | } |
| 1040 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1041 | TEST_CASE("RefLinearEndToEndTestQSymmS16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1042 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1043 | ActivationEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends, ActivationFunction::Linear); |
| 1044 | } |
| 1045 | |
| 1046 | // Sigmoid |
| 1047 | TEST_CASE("RefSigmoidEndToEndTestFloat32") |
| 1048 | { |
| 1049 | ActivationEndToEndTest<armnn::DataType::Float32>(defaultBackends, ActivationFunction::Sigmoid); |
| 1050 | } |
| 1051 | |
| 1052 | TEST_CASE("RefSigmoidEndToEndTestFloat16") |
| 1053 | { |
| 1054 | ActivationEndToEndTest<armnn::DataType::Float16>(defaultBackends, ActivationFunction::Sigmoid); |
| 1055 | } |
| 1056 | |
| 1057 | TEST_CASE("RefSigmoidEndToEndTestQAsymmS8") |
| 1058 | { |
| 1059 | ActivationEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends, ActivationFunction::Sigmoid); |
| 1060 | } |
| 1061 | |
| 1062 | TEST_CASE("RefSigmoidEndToEndTestQAsymmU8") |
| 1063 | { |
| 1064 | ActivationEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends, ActivationFunction::Sigmoid, 0.12f, 15); |
| 1065 | } |
| 1066 | |
| 1067 | TEST_CASE("RefSigmoidEndToEndTestQSymmS16") |
| 1068 | { |
| 1069 | ActivationEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends, ActivationFunction::Sigmoid); |
| 1070 | } |
| 1071 | |
| 1072 | // ReLu |
| 1073 | TEST_CASE("RefReLuEndToEndTestFloat32") |
| 1074 | { |
| 1075 | ActivationEndToEndTest<armnn::DataType::Float32>(defaultBackends, ActivationFunction::ReLu); |
| 1076 | } |
| 1077 | |
| 1078 | TEST_CASE("RefReLuEndToEndTestFloat16") |
| 1079 | { |
| 1080 | ActivationEndToEndTest<armnn::DataType::Float16>(defaultBackends, ActivationFunction::ReLu); |
| 1081 | } |
| 1082 | |
| 1083 | TEST_CASE("RefReLuEndToEndTestQAsymmS8") |
| 1084 | { |
| 1085 | ActivationEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends, ActivationFunction::ReLu); |
| 1086 | } |
| 1087 | |
| 1088 | TEST_CASE("RefReLuEndToEndTestQAsymmU8") |
| 1089 | { |
| 1090 | ActivationEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends, ActivationFunction::ReLu); |
| 1091 | } |
| 1092 | |
| 1093 | TEST_CASE("RefReLuEndToEndTestQSymmS16") |
| 1094 | { |
| 1095 | ActivationEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends, ActivationFunction::ReLu); |
| 1096 | } |
| 1097 | |
| 1098 | // BoundedReLu |
| 1099 | TEST_CASE("RefBoundedReLuEndToEndTestFloat32") |
| 1100 | { |
| 1101 | ActivationEndToEndTest<armnn::DataType::Float32>(defaultBackends, ActivationFunction::BoundedReLu); |
| 1102 | } |
| 1103 | |
| 1104 | TEST_CASE("RefBoundedReLuEndToEndTestFloat16") |
| 1105 | { |
| 1106 | ActivationEndToEndTest<armnn::DataType::Float16>(defaultBackends, ActivationFunction::BoundedReLu); |
| 1107 | } |
| 1108 | |
| 1109 | TEST_CASE("RefBoundedReLuEndToEndTestQAsymmS8") |
| 1110 | { |
| 1111 | ActivationEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends, ActivationFunction::BoundedReLu); |
| 1112 | } |
| 1113 | |
| 1114 | TEST_CASE("RefBoundedReLuEndToEndTestQAsymmU8") |
| 1115 | { |
| 1116 | ActivationEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends, ActivationFunction::BoundedReLu); |
| 1117 | } |
| 1118 | |
| 1119 | TEST_CASE("RefBoundedReLuEndToEndTestQSymmS16") |
| 1120 | { |
| 1121 | ActivationEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends, ActivationFunction::BoundedReLu); |
| 1122 | } |
| 1123 | |
| 1124 | // SoftReLu |
| 1125 | TEST_CASE("RefSoftReLuEndToEndTestFloat32") |
| 1126 | { |
| 1127 | ActivationEndToEndTest<armnn::DataType::Float32>(defaultBackends, ActivationFunction::SoftReLu); |
| 1128 | } |
| 1129 | |
| 1130 | TEST_CASE("RefSoftReLuEndToEndTestFloat16") |
| 1131 | { |
| 1132 | ActivationEndToEndTest<armnn::DataType::Float16>(defaultBackends, ActivationFunction::SoftReLu); |
| 1133 | } |
| 1134 | |
| 1135 | TEST_CASE("RefSoftReLuEndToEndTestQAsymmS8") |
| 1136 | { |
| 1137 | ActivationEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends, ActivationFunction::SoftReLu); |
| 1138 | } |
| 1139 | |
| 1140 | TEST_CASE("RefSoftReLuEndToEndTestQAsymmU8") |
| 1141 | { |
| 1142 | ActivationEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends, ActivationFunction::SoftReLu, 0.12f, 15); |
| 1143 | } |
| 1144 | |
| 1145 | TEST_CASE("RefSoftReLuEndToEndTestQSymmS16") |
| 1146 | { |
| 1147 | ActivationEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends, ActivationFunction::SoftReLu); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1148 | } |
| 1149 | |
Tracy Narine | 10403ec | 2023-11-28 11:55:08 +0000 | [diff] [blame] | 1150 | // LeakyRelu |
| 1151 | TEST_CASE("RefLeakyReluActivationFloat32") |
| 1152 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1153 | ActivationEndToEndTest<DataType::Float32>(defaultBackends, ActivationFunction::LeakyReLu, 1.f, 0, 0.01f); |
Tracy Narine | 10403ec | 2023-11-28 11:55:08 +0000 | [diff] [blame] | 1154 | } |
| 1155 | |
| 1156 | TEST_CASE("RefLeakyReluActivationFloat16") |
| 1157 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1158 | ActivationEndToEndTest<DataType::Float16>(defaultBackends, ActivationFunction::LeakyReLu, 0.3f, 5, 0.01f); |
Tracy Narine | 10403ec | 2023-11-28 11:55:08 +0000 | [diff] [blame] | 1159 | } |
| 1160 | |
| 1161 | TEST_CASE("RefLeakyReluActivationInt8") |
| 1162 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1163 | ActivationEndToEndTest<DataType::QAsymmS8>(defaultBackends, ActivationFunction::LeakyReLu, 0.6f, 7, 0.01f); |
Tracy Narine | 10403ec | 2023-11-28 11:55:08 +0000 | [diff] [blame] | 1164 | } |
| 1165 | |
| 1166 | TEST_CASE("RefLeakyReluActivationUInt8") |
| 1167 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1168 | ActivationEndToEndTest<DataType::QAsymmU8>(defaultBackends, ActivationFunction::LeakyReLu, 0.12f, 15, 0.01f); |
Tracy Narine | 10403ec | 2023-11-28 11:55:08 +0000 | [diff] [blame] | 1169 | } |
| 1170 | |
| 1171 | TEST_CASE("RefLeakyReluActivationInt16") |
| 1172 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1173 | ActivationEndToEndTest<DataType::QSymmS16>(defaultBackends, ActivationFunction::LeakyReLu, 0.15f, 55, 0.01f); |
| 1174 | } |
| 1175 | |
| 1176 | // Elu |
| 1177 | TEST_CASE("RefEluEndToEndTestFloat32") |
| 1178 | { |
| 1179 | ActivationEndToEndTest<DataType::Float32>(defaultBackends, ActivationFunction::Elu); |
| 1180 | } |
| 1181 | |
| 1182 | TEST_CASE("RefEluEndToEndTestFloat16") |
| 1183 | { |
| 1184 | ActivationEndToEndTest<DataType::Float16>(defaultBackends, ActivationFunction::Elu); |
| 1185 | } |
| 1186 | |
| 1187 | TEST_CASE("RefEluEndToEndTestQAsymmS8") |
| 1188 | { |
| 1189 | ActivationEndToEndTest<DataType::QAsymmS8>(defaultBackends, ActivationFunction::Elu); |
| 1190 | } |
| 1191 | |
| 1192 | TEST_CASE("RefEluEndToEndTestQAsymmU8") |
| 1193 | { |
| 1194 | ActivationEndToEndTest<DataType::QAsymmU8>(defaultBackends, ActivationFunction::Elu); |
| 1195 | } |
| 1196 | |
| 1197 | TEST_CASE("RefEluEndToEndTestQSymmS16") |
| 1198 | { |
| 1199 | ActivationEndToEndTest<DataType::QSymmS16>(defaultBackends, ActivationFunction::Elu); |
| 1200 | } |
| 1201 | |
| 1202 | // HardSwish |
| 1203 | TEST_CASE("RefHardSwishEndToEndTestFloat32") |
| 1204 | { |
| 1205 | ActivationEndToEndTest<DataType::Float32>(defaultBackends, ActivationFunction::HardSwish); |
| 1206 | } |
| 1207 | |
| 1208 | TEST_CASE("RefHardSwishEndToEndTestFloat16") |
| 1209 | { |
| 1210 | ActivationEndToEndTest<DataType::Float16>(defaultBackends, ActivationFunction::HardSwish); |
| 1211 | } |
| 1212 | |
| 1213 | TEST_CASE("RefHardSwishEndToEndTestQAsymmS8") |
| 1214 | { |
| 1215 | ActivationEndToEndTest<DataType::QAsymmS8>(defaultBackends, ActivationFunction::HardSwish); |
| 1216 | } |
| 1217 | |
| 1218 | TEST_CASE("RefHardSwishEndToEndTestQAsymmU8") |
| 1219 | { |
| 1220 | ActivationEndToEndTest<DataType::QAsymmU8>(defaultBackends, ActivationFunction::HardSwish); |
| 1221 | } |
| 1222 | |
| 1223 | TEST_CASE("RefHardSwishEndToEndTestQSymmS16") |
| 1224 | { |
| 1225 | ActivationEndToEndTest<DataType::QSymmS16>(defaultBackends, ActivationFunction::HardSwish); |
| 1226 | } |
| 1227 | |
| 1228 | // TanH |
| 1229 | TEST_CASE("RefTanHEndToEndTestFloat32") |
| 1230 | { |
| 1231 | ActivationEndToEndTest<DataType::Float32>(defaultBackends, ActivationFunction::TanH, 1.f, 0, 2, 3); |
| 1232 | } |
| 1233 | |
| 1234 | TEST_CASE("RefTanHEndToEndTestFloat16") |
| 1235 | { |
| 1236 | ActivationEndToEndTest<DataType::Float16>(defaultBackends, ActivationFunction::TanH, 1.f, 0, 2, 3); |
| 1237 | } |
| 1238 | |
| 1239 | TEST_CASE("RefTanHEndToEndTestQAsymmS8") |
| 1240 | { |
| 1241 | ActivationEndToEndTest<DataType::QAsymmS8>(defaultBackends, ActivationFunction::TanH, 1.f, 0, 3, 2); |
| 1242 | } |
| 1243 | |
| 1244 | TEST_CASE("RefTanHEndToEndTestQAsymmU8") |
| 1245 | { |
| 1246 | ActivationEndToEndTest<DataType::QAsymmU8>(defaultBackends, ActivationFunction::TanH, 1.f, 0, 3, 2); |
| 1247 | } |
| 1248 | |
| 1249 | TEST_CASE("RefTanHEndToEndTestQSymmS16") |
| 1250 | { |
| 1251 | ActivationEndToEndTest<DataType::QSymmS16>(defaultBackends, ActivationFunction::TanH, 1.f, 0, 3, 2); |
Tracy Narine | 10403ec | 2023-11-28 11:55:08 +0000 | [diff] [blame] | 1252 | } |
| 1253 | |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 1254 | // LogSoftmax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1255 | TEST_CASE("RefLogSoftmaxEndToEndTest") |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 1256 | { |
| 1257 | LogSoftmaxEndToEndTest(defaultBackends); |
| 1258 | } |
| 1259 | |
John Mcloughlin | 3375390 | 2024-02-07 15:00:57 +0000 | [diff] [blame] | 1260 | // Softmax |
| 1261 | TEST_CASE("RefSoftmaxEndToEndTestFloat32") |
| 1262 | { |
| 1263 | SoftmaxEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1264 | } |
| 1265 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 1266 | // Prelu |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1267 | TEST_CASE("RefPreluEndToEndTestFloat32") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1268 | { |
| 1269 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 1270 | } |
| 1271 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1272 | TEST_CASE("RefPreluEndToEndTestUint8") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1273 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1274 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1275 | } |
| 1276 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1277 | TEST_CASE("RefPreluEndToEndTestQSymm16") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1278 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1279 | PreluEndToEndPositiveTest<armnn::DataType::QSymmS16>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1280 | } |
| 1281 | |
Teresa Charlin | a52bca2 | 2024-02-01 17:36:48 +0000 | [diff] [blame] | 1282 | // Pooling 2D |
| 1283 | // Average Pool 2D |
| 1284 | TEST_CASE("RefAvgPool2DEndtoEndTestFloat32") |
| 1285 | { |
| 1286 | AvgPool2dEndToEnd<DataType::Float32>(defaultBackends); |
| 1287 | } |
| 1288 | |
| 1289 | TEST_CASE("RefAvgPool2DEndtoEndTestFloat16") |
| 1290 | { |
| 1291 | AvgPool2dEndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1292 | } |
| 1293 | |
| 1294 | TEST_CASE("RefAvgPool2DIgnoreValueEndtoEndTestFloat32") |
| 1295 | { |
| 1296 | AvgPool2dEndToEnd<DataType::Float32>(defaultBackends, PaddingMethod::IgnoreValue); |
| 1297 | } |
| 1298 | |
| 1299 | // Max Pool 2D |
| 1300 | TEST_CASE("RefMaxPool2DEndtoEndTestFloat32") |
| 1301 | { |
| 1302 | MaxPool2dEndToEnd<DataType::Float32>(defaultBackends); |
| 1303 | } |
| 1304 | |
| 1305 | TEST_CASE("RefMaxPool2DEndtoEndTestFloat16") |
| 1306 | { |
| 1307 | MaxPool2dEndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1308 | } |
| 1309 | |
| 1310 | TEST_CASE("RefMaxPool2DIgnoreValueEndtoEndTestFloat32") |
| 1311 | { |
| 1312 | MaxPool2dEndToEnd<DataType::Float32>(defaultBackends, PaddingMethod::IgnoreValue); |
| 1313 | } |
| 1314 | |
| 1315 | TEST_CASE("RefMaxPool2DTwoLayerEndtoEndTestFloat32") |
| 1316 | { |
| 1317 | MaxPool2dTwoLayerEndToEnd<DataType::Float32>(defaultBackends); |
| 1318 | } |
| 1319 | |
| 1320 | TEST_CASE("RefMaxPool2DThreeLayerEndtoEndTestFloat32") |
| 1321 | { |
| 1322 | MaxPool2dThreeLayerEndToEnd<DataType::Float32>(defaultBackends); |
| 1323 | } |
| 1324 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 1325 | // Quantization |
| 1326 | TEST_CASE("QuantizationEndToEndFloat32_U8Test") |
| 1327 | { |
| 1328 | QuantizationEndToEndFloat32<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1329 | } |
| 1330 | |
| 1331 | TEST_CASE("QuantizationEndToEndFloat32_I8Test") |
| 1332 | { |
| 1333 | QuantizationEndToEndFloat32<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1334 | } |
| 1335 | |
| 1336 | TEST_CASE("QuantizationEndToEndFloat32_S16Test") |
| 1337 | { |
| 1338 | QuantizationEndToEndFloat32<armnn::DataType::QSymmS16>(defaultBackends); |
| 1339 | } |
| 1340 | |
| 1341 | TEST_CASE("QuantizationEndToEndFloat16_U8Test") |
| 1342 | { |
| 1343 | QuantizationEndToEndFloat16<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1344 | } |
| 1345 | |
| 1346 | TEST_CASE("QuantizationEndToEndFloat16_I8Test") |
| 1347 | { |
| 1348 | QuantizationEndToEndFloat16<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1349 | } |
| 1350 | |
| 1351 | TEST_CASE("QuantizationEndToEndFloat16_S16Test") |
| 1352 | { |
| 1353 | QuantizationEndToEndFloat16<armnn::DataType::QSymmS16>(defaultBackends); |
| 1354 | } |
| 1355 | |
Teresa Charlin | 70dc5e9 | 2024-03-05 17:59:27 +0000 | [diff] [blame] | 1356 | // ScatterNd |
| 1357 | |
| 1358 | TEST_CASE("RefScatterNd1DInputEndToEndFloat32Test") |
| 1359 | { |
| 1360 | ScatterNd1DimUpdateWithInputEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1361 | } |
| 1362 | |
| 1363 | TEST_CASE("RefScatterNd1DInputEndToEndInt8Test") |
| 1364 | { |
| 1365 | ScatterNd1DimUpdateWithInputEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1366 | } |
| 1367 | |
| 1368 | TEST_CASE("RefScatterNd1DNoInputEndToEndFloat32Test") |
| 1369 | { |
| 1370 | ScatterNd1DimUpdateNoInputEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1371 | } |
| 1372 | |
| 1373 | TEST_CASE("RefScatterNd1DNoInputEndToEndInt8Test") |
| 1374 | { |
| 1375 | ScatterNd1DimUpdateNoInputEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1376 | } |
| 1377 | |
| 1378 | TEST_CASE("RefScatterNd2DInputEndToEndFloat32Test") |
| 1379 | { |
| 1380 | ScatterNd2DimUpdateWithInputEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1381 | } |
| 1382 | |
| 1383 | TEST_CASE("RefScatterNd2DInputEndToEndInt8Test") |
| 1384 | { |
| 1385 | ScatterNd2DimUpdateWithInputEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1386 | } |
| 1387 | |
| 1388 | TEST_CASE("RefScatterNd2DNoInputEndToEndFloat32Test") |
| 1389 | { |
| 1390 | ScatterNd2DimUpdateNoInputEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1391 | } |
| 1392 | |
| 1393 | TEST_CASE("RefScatterNd2DNoInputEndToEndInt8Test") |
| 1394 | { |
| 1395 | ScatterNd2DimUpdateNoInputEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1396 | } |
| 1397 | |
| 1398 | |
Teresa Charlin | ca5a23a | 2023-12-15 14:20:47 +0000 | [diff] [blame] | 1399 | // SpaceToDepth |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1400 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1401 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1402 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1403 | } |
| 1404 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1405 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1406 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1407 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1408 | } |
| 1409 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1410 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1411 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1412 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1413 | } |
| 1414 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1415 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1416 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1417 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1418 | } |
| 1419 | |
Kevin May | 1bea6be | 2023-12-12 11:18:46 +0000 | [diff] [blame] | 1420 | // Split |
| 1421 | TEST_CASE("RefSplit1dEndtoEndTestSigned16") |
| 1422 | { |
| 1423 | Splitter1dEndToEnd<DataType::QSymmS16>(defaultBackends); |
| 1424 | } |
| 1425 | |
Teresa Charlin | a52bca2 | 2024-02-01 17:36:48 +0000 | [diff] [blame] | 1426 | TEST_CASE("RefSplit1dEndtoEndTestFloat16") |
Kevin May | 1bea6be | 2023-12-12 11:18:46 +0000 | [diff] [blame] | 1427 | { |
| 1428 | Splitter1dEndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1429 | } |
| 1430 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1431 | TEST_CASE("RefSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1432 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1433 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1434 | } |
| 1435 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1436 | TEST_CASE("RefSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1437 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1438 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1439 | } |
| 1440 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1441 | TEST_CASE("RefSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1442 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1443 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1444 | } |
| 1445 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1446 | TEST_CASE("RefSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1447 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1448 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1449 | } |
| 1450 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1451 | TEST_CASE("RefSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1452 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1453 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1454 | } |
| 1455 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1456 | TEST_CASE("RefSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1457 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1458 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1459 | } |
| 1460 | |
Kevin May | 1bea6be | 2023-12-12 11:18:46 +0000 | [diff] [blame] | 1461 | TEST_CASE("RefSplit3dDim1EndtoEndTestSigned16") |
| 1462 | { |
| 1463 | Splitter3dDim1EndToEnd<DataType::QSymmS16>(defaultBackends); |
| 1464 | } |
| 1465 | |
| 1466 | TEST_CASE("RefSplit3dDim1EndtoEndTestFloat16") |
| 1467 | { |
| 1468 | Splitter3dDim1EndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1469 | } |
| 1470 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1471 | TEST_CASE("RefSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1472 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1473 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1474 | } |
| 1475 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1476 | TEST_CASE("RefSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1477 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1478 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1479 | } |
| 1480 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1481 | TEST_CASE("RefSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1482 | { |
| 1483 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1484 | } |
| 1485 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1486 | TEST_CASE("RefSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1487 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1488 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1489 | } |
| 1490 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1491 | TEST_CASE("RefSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1492 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1493 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1494 | } |
| 1495 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1496 | TEST_CASE("RefSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1497 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1498 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1499 | } |
| 1500 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1501 | TEST_CASE("RefSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1502 | { |
| 1503 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1504 | } |
| 1505 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1506 | TEST_CASE("RefSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1507 | { |
| 1508 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1509 | } |
| 1510 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1511 | TEST_CASE("RefSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1512 | { |
| 1513 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1514 | } |
| 1515 | |
Kevin May | 1bea6be | 2023-12-12 11:18:46 +0000 | [diff] [blame] | 1516 | TEST_CASE("RefSplit4dDim2EndtoEndTestFloat16") |
| 1517 | { |
| 1518 | Splitter4dDim2EndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1519 | } |
| 1520 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1521 | TEST_CASE("RefSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1522 | { |
| 1523 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1524 | } |
| 1525 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1526 | TEST_CASE("RefSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1527 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1528 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1529 | } |
| 1530 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1531 | TEST_CASE("RefSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1532 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1533 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1534 | } |
| 1535 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1536 | TEST_CASE("RefSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1537 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1538 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1539 | } |
| 1540 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1541 | TEST_CASE("RefSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1542 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1543 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1544 | } |
| 1545 | |
Cian McGriskin | 160edb3 | 2023-07-25 14:15:45 +0100 | [diff] [blame] | 1546 | // Tile |
| 1547 | TEST_CASE("RefTileEndToEndFloat32") |
| 1548 | { |
| 1549 | TileEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1550 | } |
| 1551 | |
| 1552 | TEST_CASE("RefTileEndToEndFloat16") |
| 1553 | { |
| 1554 | TileEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1555 | } |
| 1556 | |
| 1557 | TEST_CASE("RefTileEndToEndQAsymmS8") |
| 1558 | { |
| 1559 | TileEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1560 | } |
| 1561 | |
| 1562 | TEST_CASE("RefTileEndToEndQAsymmU8") |
| 1563 | { |
| 1564 | TileEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1565 | } |
| 1566 | |
| 1567 | TEST_CASE("RefTileEndToEndQSymmS8") |
| 1568 | { |
| 1569 | TileEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1570 | } |
| 1571 | |
| 1572 | TEST_CASE("RefTileEndToEndQSymmS16") |
| 1573 | { |
| 1574 | TileEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1575 | } |
| 1576 | |
| 1577 | TEST_CASE("RefTileEndToEndSigned32") |
| 1578 | { |
| 1579 | TileEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1580 | } |
| 1581 | |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1582 | // TransposeConvolution2d |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1583 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1584 | { |
| 1585 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1586 | defaultBackends, armnn::DataLayout::NCHW); |
| 1587 | } |
| 1588 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1589 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1590 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1591 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1592 | defaultBackends, armnn::DataLayout::NCHW); |
| 1593 | } |
| 1594 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1595 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1596 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1597 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1598 | defaultBackends, armnn::DataLayout::NCHW); |
| 1599 | } |
| 1600 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1601 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1602 | { |
| 1603 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1604 | defaultBackends, armnn::DataLayout::NHWC); |
| 1605 | } |
| 1606 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1607 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1608 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1609 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1610 | defaultBackends, armnn::DataLayout::NHWC); |
| 1611 | } |
| 1612 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1613 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1614 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1615 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1616 | defaultBackends, armnn::DataLayout::NHWC); |
| 1617 | } |
| 1618 | |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 1619 | // Transpose |
| 1620 | TEST_CASE("RefTransposeEndToEndTest") |
| 1621 | { |
| 1622 | TransposeEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1623 | } |
| 1624 | |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1625 | // Resize Bilinear |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1626 | TEST_CASE("RefResizeBilinearEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1627 | { |
| 1628 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1629 | } |
| 1630 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1631 | TEST_CASE("RefResizeBilinearEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1632 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1633 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1634 | } |
| 1635 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1636 | TEST_CASE("RefResizeBilinearEndToEndInt8NchwTest") |
| 1637 | { |
| 1638 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS8>(defaultBackends, armnn::DataLayout::NCHW); |
| 1639 | } |
| 1640 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1641 | TEST_CASE("RefResizeBilinearEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1642 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1643 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1644 | } |
| 1645 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1646 | TEST_CASE("RefResizeBilinearEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1647 | { |
| 1648 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1649 | } |
| 1650 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1651 | TEST_CASE("RefResizeBilinearEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1652 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1653 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1654 | } |
| 1655 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1656 | TEST_CASE("RefResizeBilinearEndToEndInt8NhwcTest") |
| 1657 | { |
| 1658 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS8>(defaultBackends, armnn::DataLayout::NHWC); |
| 1659 | } |
| 1660 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1661 | TEST_CASE("RefResizeBilinearEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1662 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1663 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1664 | } |
| 1665 | |
| 1666 | // Resize NearestNeighbor |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1667 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1668 | { |
| 1669 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1670 | } |
| 1671 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1672 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1673 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1674 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1675 | } |
| 1676 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1677 | TEST_CASE("RefResizeNearestNeighborEndToEndInt8NchwTest") |
| 1678 | { |
| 1679 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends, armnn::DataLayout::NCHW); |
| 1680 | } |
| 1681 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1682 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1683 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1684 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1685 | } |
| 1686 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1687 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1688 | { |
| 1689 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1690 | } |
| 1691 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1692 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1693 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1694 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1695 | } |
| 1696 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1697 | TEST_CASE("RefResizeNearestNeighborEndToEndInt8NhwcTest") |
| 1698 | { |
| 1699 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends, armnn::DataLayout::NHWC); |
| 1700 | } |
| 1701 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1702 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1703 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1704 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1705 | } |
| 1706 | |
Teresa Charlin | 28658bc | 2023-12-19 15:49:31 +0000 | [diff] [blame] | 1707 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatAlignCornersNhwcTest") |
| 1708 | { |
| 1709 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC, true, false); |
| 1710 | } |
| 1711 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1712 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatHalfPixelNhwcTest") |
| 1713 | { |
| 1714 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC, false, true); |
| 1715 | } |
| 1716 | |
Teresa Charlin | 28658bc | 2023-12-19 15:49:31 +0000 | [diff] [blame] | 1717 | TEST_CASE("RefResizeNearestNeighborEndToEndInt8AlignCornersNhwcTest") |
| 1718 | { |
| 1719 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends, armnn::DataLayout::NHWC, true, false); |
| 1720 | } |
| 1721 | |
Teresa Charlin | 0587dd0 | 2023-12-21 09:05:39 +0000 | [diff] [blame] | 1722 | TEST_CASE("RefResizeNearestNeighborEndToEndInt8HalfPixelNhwcTest") |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 1723 | { |
| 1724 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS8>(defaultBackends, armnn::DataLayout::NHWC, false, true); |
| 1725 | } |
| 1726 | |
Declan-ARM | 1bf56cd | 2023-07-20 17:32:57 +0100 | [diff] [blame] | 1727 | // ReverseV2 |
| 1728 | TEST_CASE("RefReverseV2EndToEndFloat16Test") |
| 1729 | { |
| 1730 | ReverseV2EndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1731 | } |
| 1732 | |
| 1733 | TEST_CASE("RefReverseV2EndToEndFloat32Test") |
| 1734 | { |
| 1735 | ReverseV2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1736 | } |
| 1737 | |
| 1738 | TEST_CASE("RefReverseV2EndToEndQAsymmS8Test") |
| 1739 | { |
| 1740 | ReverseV2EndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1741 | } |
| 1742 | |
| 1743 | TEST_CASE("RefReverseV2EndToEndQAsymmU8Test") |
| 1744 | { |
| 1745 | ReverseV2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1746 | } |
| 1747 | |
| 1748 | TEST_CASE("RefReverseV2EndToEndQSymmS8Test") |
| 1749 | { |
| 1750 | ReverseV2EndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1751 | } |
| 1752 | |
| 1753 | TEST_CASE("RefReverseV2EndToEndQSymmS16Test") |
| 1754 | { |
| 1755 | ReverseV2EndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1756 | } |
| 1757 | |
| 1758 | TEST_CASE("RefReverseV2EndToEndSigned32Test") |
| 1759 | { |
| 1760 | ReverseV2EndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1761 | } |
| 1762 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1763 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1764 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1765 | { |
| 1766 | InstanceNormalizationNhwcEndToEndTest1(defaultBackends); |
| 1767 | } |
| 1768 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1769 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1770 | { |
| 1771 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 1772 | } |
| 1773 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1774 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1775 | { |
| 1776 | InstanceNormalizationNhwcEndToEndTest2(defaultBackends); |
| 1777 | } |
| 1778 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1779 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1780 | { |
| 1781 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 1782 | } |
| 1783 | |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1784 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1785 | TEST_CASE("RefArgMaxSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1786 | { |
| 1787 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1788 | } |
| 1789 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1790 | TEST_CASE("RefArgMaxSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1791 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1792 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1793 | } |
| 1794 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1795 | TEST_CASE("RefArgMinSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1796 | { |
| 1797 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1798 | } |
| 1799 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1800 | TEST_CASE("RefArgMinSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1801 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1802 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1803 | } |
| 1804 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1805 | TEST_CASE("RefArgMaxAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1806 | { |
| 1807 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1808 | } |
| 1809 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1810 | TEST_CASE("RefArgMaxAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1811 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1812 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1813 | } |
| 1814 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1815 | TEST_CASE("RefArgMinAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1816 | { |
| 1817 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1818 | } |
| 1819 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1820 | TEST_CASE("RefArgMinAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1821 | { |
| 1822 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1823 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1824 | } |
| 1825 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1826 | TEST_CASE("RefArgMaxAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1827 | { |
| 1828 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1829 | } |
| 1830 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1831 | TEST_CASE("RefArgMaxAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1832 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1833 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1834 | } |
| 1835 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1836 | TEST_CASE("RefArgMinAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1837 | { |
| 1838 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1839 | } |
| 1840 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1841 | TEST_CASE("RefArgMinAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1842 | { |
| 1843 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1844 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1845 | } |
| 1846 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1847 | TEST_CASE("RefArgMaxAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1848 | { |
| 1849 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1850 | } |
| 1851 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1852 | TEST_CASE("RefArgMaxAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1853 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1854 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1855 | } |
| 1856 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1857 | TEST_CASE("RefArgMinAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1858 | { |
| 1859 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1860 | } |
| 1861 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1862 | TEST_CASE("RefArgMinAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1863 | { |
| 1864 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1865 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1866 | } |
| 1867 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1868 | TEST_CASE("RefArgMaxAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1869 | { |
| 1870 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1871 | } |
| 1872 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1873 | TEST_CASE("RefArgMaxAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1874 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1875 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1876 | } |
| 1877 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1878 | TEST_CASE("RefArgMinAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1879 | { |
| 1880 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1881 | } |
| 1882 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1883 | TEST_CASE("RefArgMinAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1884 | { |
| 1885 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1886 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1887 | } |
| 1888 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1889 | TEST_CASE("RefQLstmEndToEndTest") |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 1890 | { |
| 1891 | QLstmEndToEnd(defaultBackends); |
| 1892 | } |
| 1893 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1894 | TEST_CASE("RefRankEndToEndTest") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1895 | { |
| 1896 | RankEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1897 | } |
| 1898 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1899 | TEST_CASE("RefRankEndToEndTestFloat16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1900 | { |
| 1901 | RankEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1902 | } |
| 1903 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1904 | TEST_CASE("RefRankEndToEndTestInt32") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1905 | { |
| 1906 | RankEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1907 | } |
| 1908 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1909 | TEST_CASE("RefRankEndToEndTestQAsymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1910 | { |
| 1911 | RankEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1912 | } |
| 1913 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1914 | TEST_CASE("RefRankEndToEndTestQSymmS16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1915 | { |
| 1916 | RankEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1917 | } |
| 1918 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1919 | TEST_CASE("RefRankEndToEndTestQSymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1920 | { |
| 1921 | RankEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1922 | } |
| 1923 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 1924 | // Reduce |
| 1925 | TEST_CASE("RefReduceEndToEndTest") |
| 1926 | { |
| 1927 | ReduceEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1928 | } |
| 1929 | |
| 1930 | TEST_CASE("RefReduceEndToEndTestFloat16") |
| 1931 | { |
| 1932 | ReduceEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1933 | } |
| 1934 | |
| 1935 | // Reshape |
| 1936 | TEST_CASE("RefReshapeEndToEndTest") |
| 1937 | { |
| 1938 | ReshapeEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1939 | } |
| 1940 | |
| 1941 | TEST_CASE("RefReshapeEndToEndTestFloat16") |
| 1942 | { |
| 1943 | ReshapeEndToEndFloat16<armnn::DataType::Float16>(defaultBackends); |
| 1944 | } |
| 1945 | |
Declan-ARM | 5e90b83 | 2024-02-07 13:07:31 +0000 | [diff] [blame] | 1946 | TEST_CASE("RefReshapeEndToEndTestInt32") |
| 1947 | { |
| 1948 | ReshapeEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1949 | } |
| 1950 | |
| 1951 | TEST_CASE("RefReshapeEndToEndTestInt16") |
| 1952 | { |
| 1953 | ReshapeEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1954 | } |
| 1955 | |
| 1956 | TEST_CASE("RefReshapeEndToEndTestUInt8") |
| 1957 | { |
| 1958 | ReshapeEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1959 | } |
| 1960 | |
| 1961 | TEST_CASE("RefReshapeEndToEndTestInt8") |
| 1962 | { |
| 1963 | ReshapeEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1964 | } |
| 1965 | |
| 1966 | // Force Import |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1967 | TEST_CASE("RefForceImportWithAlignedBuffersEndToEndTest") |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1968 | { |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1969 | ForceImportWithAlignedBuffersEndToEndTest(defaultBackends); |
| 1970 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1971 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1972 | TEST_CASE("RefForceImportWithMisalignedInputBuffersEndToEndTest") |
| 1973 | { |
| 1974 | ForceImportWithMisalignedInputBuffersEndToEndTest(defaultBackends); |
| 1975 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1976 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1977 | TEST_CASE("RefForceImportWithMisalignedOutputBuffersEndToEndTest") |
| 1978 | { |
| 1979 | ForceImportWithMisalignedOutputBuffersEndToEndTest(defaultBackends); |
| 1980 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1981 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1982 | TEST_CASE("RefForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 1983 | { |
| 1984 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(defaultBackends); |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1985 | } |
| 1986 | |
David Monahan | 1682971 | 2022-02-03 17:04:59 +0000 | [diff] [blame] | 1987 | TEST_CASE("RefForceImportRepeatedInferencesEndToEndTest") |
| 1988 | { |
| 1989 | ForceImportRepeatedInferencesEndToEndTest(defaultBackends); |
| 1990 | } |
| 1991 | |
| 1992 | TEST_CASE("RefForceImportRepeatedInferencesInvertedEndToEndTest") |
| 1993 | { |
| 1994 | ForceImportRepeatedInferencesInvertedEndToEndTest(defaultBackends); |
| 1995 | } |
| 1996 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1997 | #if !defined(__ANDROID__) |
| 1998 | // Only run these tests on non Android platforms |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1999 | TEST_CASE("RefImportNonAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 2000 | { |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 2001 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 2002 | } |
| 2003 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2004 | TEST_CASE("RefExportNonAlignedPointerTest") |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 2005 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 2006 | ExportNonAlignedOutputPointerTest(defaultBackends); |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 2007 | } |
| 2008 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2009 | TEST_CASE("RefImportAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 2010 | { |
| 2011 | ImportAlignedPointerTest(defaultBackends); |
| 2012 | } |
| 2013 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2014 | TEST_CASE("RefImportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 2015 | { |
| 2016 | ImportOnlyWorkload(defaultBackends); |
| 2017 | } |
| 2018 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2019 | TEST_CASE("RefExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 2020 | { |
| 2021 | ExportOnlyWorkload(defaultBackends); |
| 2022 | } |
| 2023 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2024 | TEST_CASE("RefImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 2025 | { |
| 2026 | ImportAndExportWorkload(defaultBackends); |
| 2027 | } |
| 2028 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2029 | TEST_CASE("RefExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 2030 | { |
| 2031 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
| 2032 | } |
| 2033 | |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 2034 | // Slice |
| 2035 | TEST_CASE("RefSliceEndtoEndTestFloat32") |
| 2036 | { |
| 2037 | SliceEndToEnd<DataType::Float32>(defaultBackends); |
| 2038 | } |
| 2039 | |
| 2040 | TEST_CASE("RefSliceEndtoEndTestInt32") |
| 2041 | { |
| 2042 | SliceEndToEnd<DataType::Signed32>(defaultBackends); |
| 2043 | } |
| 2044 | |
| 2045 | TEST_CASE("RefSliceEndtoEndTestFloat16") |
| 2046 | { |
| 2047 | SliceEndToEndFloat16<DataType::Float16>(defaultBackends); |
| 2048 | } |
| 2049 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2050 | TEST_CASE("RefStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 2051 | { |
| 2052 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 2053 | } |
| 2054 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2055 | TEST_CASE("RefThreadSafeFP32StridedSlicedEndToEndTest") |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 2056 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 2057 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 1); |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 2058 | } |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 2059 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2060 | TEST_CASE("RefAsyncFP32StridedSlicedMultiThreadedEndToEndTest") |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 2061 | { |
| 2062 | armnn::experimental::StridedSlicedMultiThreadedEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 2063 | } |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 2064 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2065 | TEST_CASE("RefAsyncFP32StridedSlicedScheduledMultiThreadedEndToEndTest") |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 2066 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 2067 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 3); |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 2068 | } |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 2069 | |
| 2070 | TEST_CASE("RefAddEndToEndTestFloat32") |
| 2071 | { |
| 2072 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Add); |
| 2073 | } |
| 2074 | TEST_CASE("RefAddEndToEndTestUint8") |
| 2075 | { |
| 2076 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Add); |
| 2077 | } |
Tracy Narine | e7d2785 | 2024-01-26 09:13:19 +0000 | [diff] [blame] | 2078 | TEST_CASE("RefAddEndToEndTestFloat32Simple3D") |
| 2079 | { |
| 2080 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Add); |
| 2081 | } |
| 2082 | TEST_CASE("RefAddEndToEndTestFloat16Simple3D") |
| 2083 | { |
| 2084 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float16>(defaultBackends, BinaryOperation::Add); |
| 2085 | } |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 2086 | TEST_CASE("RefDivEndToEndTestFloat32") |
| 2087 | { |
| 2088 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Div); |
| 2089 | } |
| 2090 | TEST_CASE("RefDivEndToEndTestUint8") |
| 2091 | { |
| 2092 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Div); |
| 2093 | } |
| 2094 | TEST_CASE("RefMulEndToEndTestFloat32") |
| 2095 | { |
| 2096 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Mul); |
| 2097 | } |
| 2098 | TEST_CASE("RefMulEndToEndTestUint8") |
| 2099 | { |
| 2100 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Mul); |
| 2101 | } |
| 2102 | TEST_CASE("RefSubEndToEndTestFloat32") |
| 2103 | { |
| 2104 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Sub); |
| 2105 | } |
| 2106 | TEST_CASE("RefSubEndToEndTestUint8") |
| 2107 | { |
| 2108 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Sub); |
| 2109 | } |
John Mcloughlin | 829e13e | 2024-01-31 11:00:27 +0000 | [diff] [blame] | 2110 | TEST_CASE("RefSubEndToEndTestFloat32Simple3D") |
| 2111 | { |
| 2112 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Sub); |
| 2113 | } |
| 2114 | TEST_CASE("RefSubEndToEndTestFloat16Simple3D") |
| 2115 | { |
| 2116 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float16>(defaultBackends, BinaryOperation::Sub); |
| 2117 | } |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 2118 | TEST_CASE("RefMaximumEndToEndTestFloat32") |
| 2119 | { |
| 2120 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Maximum); |
| 2121 | } |
| 2122 | TEST_CASE("RefMaximumEndToEndTestUint8") |
| 2123 | { |
| 2124 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Maximum); |
| 2125 | } |
| 2126 | TEST_CASE("RefMinimumEndToEndTestFloat32") |
| 2127 | { |
| 2128 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Minimum); |
| 2129 | } |
| 2130 | TEST_CASE("RefMinimumEndToEndTestUint8") |
| 2131 | { |
| 2132 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Minimum); |
| 2133 | } |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 2134 | TEST_CASE("RefPowerEndToEndTestFloat32") |
| 2135 | { |
| 2136 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Power); |
| 2137 | } |
| 2138 | TEST_CASE("RefPowerEndToEndTestUint8") |
| 2139 | { |
| 2140 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Power); |
| 2141 | } |
| 2142 | TEST_CASE("RefSquaredDifferenceEndToEndTestFloat32") |
| 2143 | { |
| 2144 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::SqDiff); |
| 2145 | } |
| 2146 | TEST_CASE("RefSquaredDifferenceEndToEndTestUint8") |
| 2147 | { |
| 2148 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::SqDiff); |
| 2149 | } |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 2150 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 2151 | #endif |
| 2152 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 2153 | // Backend Optimization Tests |
| 2154 | TEST_CASE("RefReshapeRemovalSimpleCaseEndToEnd") |
| 2155 | { |
| 2156 | ReshapeRemovalEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 2157 | } |
| 2158 | |
| 2159 | TEST_CASE("RefReshapeRemovalNCHWFirstEndToEnd") |
| 2160 | { |
| 2161 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(defaultBackends, true, true); |
| 2162 | } |
| 2163 | |
| 2164 | TEST_CASE("RefReshapeRemovalNCHWSecondEndToEnd") |
| 2165 | { |
| 2166 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false); |
| 2167 | } |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 2168 | |
| 2169 | // BroadcastTo |
| 2170 | TEST_CASE("RefBroadcastToEndToEndFloat32") |
| 2171 | { |
| 2172 | BroadcastToEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 2173 | } |
| 2174 | |
Idriss Chaouch | 564c13d | 2023-09-01 17:58:38 +0100 | [diff] [blame] | 2175 | TEST_CASE("RefBroadcastToEndToEndWithMultiplicationFloat32") |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 2176 | { |
Idriss Chaouch | 564c13d | 2023-09-01 17:58:38 +0100 | [diff] [blame] | 2177 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 2178 | BinaryOperation::Mul); |
| 2179 | } |
| 2180 | |
| 2181 | TEST_CASE("RefBroadcastToEndToEndWithDivisionFloat32") |
| 2182 | { |
| 2183 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 2184 | BinaryOperation::Div); |
| 2185 | } |
| 2186 | |
| 2187 | TEST_CASE("RefBroadcastToEndToEndWithAdditionFloat32") |
| 2188 | { |
| 2189 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 2190 | BinaryOperation::Add); |
| 2191 | } |
| 2192 | |
| 2193 | TEST_CASE("RefBroadcastToEndToEndWithSubtractionFloat32") |
| 2194 | { |
| 2195 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 2196 | BinaryOperation::Sub); |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 2197 | } |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 2198 | } |