Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 2 | // Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved. |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 6 | #include <backendsCommon/test/EndToEndTestImpl.hpp> |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 7 | |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 8 | #include <backendsCommon/test/ActivationEndToEndTestImpl.hpp> |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 9 | #include <backendsCommon/test/AdditionEndToEndTestImpl.hpp> |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 10 | #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp> |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 11 | #include <backendsCommon/test/BatchToSpaceNdEndToEndTestImpl.hpp> |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 12 | #include <backendsCommon/test/BatchMatMulEndToEndTestImpl.hpp> |
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> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 21 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 22 | #include <backendsCommon/test/ElementwiseBinaryEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 23 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 24 | #include <backendsCommon/test/FillEndToEndTestImpl.hpp> |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 25 | #include <backendsCommon/test/FullyConnectedEndToEndTestImpl.hpp> |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 26 | #include <backendsCommon/test/GatherEndToEndTestImpl.hpp> |
Teresa Charlin | b2d3ec5 | 2022-04-12 22:07:09 +0100 | [diff] [blame] | 27 | #include <backendsCommon/test/GatherNdEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 28 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 29 | #include <backendsCommon/test/LogSoftmaxEndToEndTestImpl.hpp> |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 30 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 31 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 32 | #include <backendsCommon/test/RankEndToEndTestImpl.hpp> |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 33 | #include <backendsCommon/test/ReduceEndToEndTestImpl.hpp> |
| 34 | #include <backendsCommon/test/ReshapeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 35 | #include <backendsCommon/test/ResizeEndToEndTestImpl.hpp> |
Declan-ARM | 1bf56cd | 2023-07-20 17:32:57 +0100 | [diff] [blame] | 36 | #include <backendsCommon/test/ReverseV2EndToEndTestImpl.hpp> |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 37 | #include <backendsCommon/test/SliceEndToEndTestImpl.hpp> |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 38 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 39 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 40 | #include <backendsCommon/test/StridedSliceAsyncEndToEndTest.hpp> |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 41 | #include <backendsCommon/test/SubgraphUtilsTest.hpp> |
Cian McGriskin | 160edb3 | 2023-07-25 14:15:45 +0100 | [diff] [blame] | 42 | #include <backendsCommon/test/TileEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 43 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 44 | #include <backendsCommon/test/TransposeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 45 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 46 | #include <doctest/doctest.h> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 47 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 48 | TEST_SUITE("RefEndToEnd") |
| 49 | { |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 50 | std::vector<armnn::BackendId> defaultBackends = {armnn::Compute::CpuRef}; |
| 51 | |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 52 | // ElementwiseUnary |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 53 | // Abs |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 54 | TEST_CASE("RefAbsEndToEndTestFloat32") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 55 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 56 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 57 | UnaryOperation::Abs); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 58 | } |
| 59 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 60 | TEST_CASE("RefAbsEndToEndTestUint8") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 61 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 62 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 63 | UnaryOperation::Abs); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 64 | } |
| 65 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 66 | TEST_CASE("RefAbsEndToEndTestInt16") |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 67 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 68 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 69 | UnaryOperation::Abs); |
| 70 | } |
| 71 | |
| 72 | // Rsqrt |
| 73 | TEST_CASE("RefRsqrtEndToEndTestFloat32") |
| 74 | { |
| 75 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 76 | UnaryOperation::Rsqrt); |
| 77 | } |
| 78 | |
| 79 | TEST_CASE("RefRsqrtEndToEndTestUint8") |
| 80 | { |
| 81 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
| 82 | UnaryOperation::Rsqrt); |
| 83 | } |
| 84 | |
| 85 | TEST_CASE("RefRsqrtEndToEndTestInt16") |
| 86 | { |
| 87 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, |
| 88 | UnaryOperation::Rsqrt); |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 89 | } |
| 90 | |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 91 | // Addition |
| 92 | TEST_CASE("RefAdditionEndtoEndFloat32") |
| 93 | { |
| 94 | AdditionEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 95 | } |
| 96 | |
| 97 | TEST_CASE("RefAdditionEndtoEndUint8") |
| 98 | { |
| 99 | AdditionEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 100 | } |
| 101 | |
Aron Virginas-Tar | 8fccd86 | 2019-09-09 11:22:56 +0100 | [diff] [blame] | 102 | // Constant |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 103 | TEST_CASE("ConstantUsage_Ref_Float32") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 104 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 105 | CHECK(ConstantUsageFloat32Test(defaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 106 | } |
| 107 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 108 | TEST_CASE("ConstantUsage_Ref_Uint8") |
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(ConstantUsageUint8Test(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("Unsigned8") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 114 | { |
| 115 | using namespace armnn; |
| 116 | |
| 117 | // Create runtime in which test will run |
| 118 | armnn::IRuntime::CreationOptions options; |
| 119 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 120 | |
| 121 | // Builds up the structure of the network. |
| 122 | armnn::INetworkPtr net(INetwork::Create()); |
| 123 | |
| 124 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 125 | IConnectableLayer* softmax = net->AddSoftmaxLayer(SoftmaxDescriptor(), "softmax"); |
| 126 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 127 | |
| 128 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 129 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 130 | |
| 131 | // Sets the tensors in the network. |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 132 | TensorInfo inputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 133 | inputTensorInfo.SetQuantizationOffset(100); |
| 134 | inputTensorInfo.SetQuantizationScale(10000.0f); |
| 135 | input->GetOutputSlot(0).SetTensorInfo(inputTensorInfo); |
| 136 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 137 | TensorInfo outputTensorInfo(TensorShape({1, 5}), DataType::QAsymmU8); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 138 | outputTensorInfo.SetQuantizationOffset(0); |
| 139 | outputTensorInfo.SetQuantizationScale(1.0f/255.0f); |
| 140 | softmax->GetOutputSlot(0).SetTensorInfo(outputTensorInfo); |
| 141 | |
| 142 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 143 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 144 | |
| 145 | // Loads it into the runtime. |
| 146 | NetworkId netId; |
| 147 | auto error = runtime->LoadNetwork(netId, std::move(optNet)); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 148 | CHECK(error == Status::Success); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 149 | |
| 150 | // Creates structures for input & output. |
| 151 | std::vector<uint8_t> inputData |
| 152 | { |
| 153 | 1, 10, 3, 200, 5 // Some inputs - one of which is sufficiently larger than the others to saturate softmax. |
| 154 | }; |
| 155 | std::vector<uint8_t> outputData(5); |
| 156 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 157 | TensorInfo inputTensorInfo2 = runtime->GetInputTensorInfo(netId, 0); |
| 158 | inputTensorInfo2.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 159 | armnn::InputTensors inputTensors |
| 160 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 161 | {0, armnn::ConstTensor(inputTensorInfo2, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 162 | }; |
| 163 | armnn::OutputTensors outputTensors |
| 164 | { |
| 165 | {0, armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 166 | }; |
| 167 | |
| 168 | // Does the inference. |
| 169 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 170 | |
| 171 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 172 | CHECK(outputData[0] == 0); |
| 173 | CHECK(outputData[1] == 0); |
| 174 | CHECK(outputData[2] == 0); |
| 175 | CHECK(outputData[3] == 255); // softmax has been saturated. |
| 176 | CHECK(outputData[4] == 0); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 177 | } |
| 178 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 179 | TEST_CASE("TrivialAdd") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 180 | { |
| 181 | // This test was designed to match "AddTwo" in android nn/runtime/test/TestTrivialModel.cpp. |
| 182 | |
| 183 | using namespace armnn; |
| 184 | |
| 185 | // Create runtime in which test will run |
| 186 | armnn::IRuntime::CreationOptions options; |
| 187 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 188 | |
| 189 | // Builds up the structure of the network. |
| 190 | armnn::INetworkPtr net(INetwork::Create()); |
| 191 | |
| 192 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 193 | IConnectableLayer* input2 = net->AddInputLayer(1); |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 194 | IConnectableLayer* add = net->AddElementwiseBinaryLayer(ElementwiseBinaryDescriptor(BinaryOperation::Add)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 195 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 196 | |
| 197 | input1->GetOutputSlot(0).Connect(add->GetInputSlot(0)); |
| 198 | input2->GetOutputSlot(0).Connect(add->GetInputSlot(1)); |
| 199 | add->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 200 | |
| 201 | // Sets the tensors in the network. |
| 202 | TensorInfo tensorInfo(TensorShape({3, 4}), DataType::Float32); |
| 203 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 204 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 205 | add->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 206 | |
| 207 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 208 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 209 | |
| 210 | // Loads it into the runtime. |
| 211 | NetworkId netId; |
| 212 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 213 | |
| 214 | // Creates structures for input & output - matching android nn test. |
| 215 | std::vector<float> input1Data |
| 216 | { |
| 217 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 218 | }; |
| 219 | std::vector<float> input2Data |
| 220 | { |
| 221 | 100.f, 200.f, 300.f, 400.f, 500.f, 600.f, 700.f, 800.f, 900.f, 1000.f, 1100.f, 1200.f |
| 222 | }; |
| 223 | std::vector<float> outputData(12); |
| 224 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 225 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 226 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 227 | InputTensors inputTensors |
| 228 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 229 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 230 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 231 | }; |
| 232 | OutputTensors outputTensors |
| 233 | { |
| 234 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 235 | }; |
| 236 | |
| 237 | // Does the inference. |
| 238 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 239 | |
| 240 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 241 | CHECK(outputData[0] == 101); |
| 242 | CHECK(outputData[1] == 202); |
| 243 | CHECK(outputData[2] == 303); |
| 244 | CHECK(outputData[3] == 404); |
| 245 | CHECK(outputData[4] == 505); |
| 246 | CHECK(outputData[5] == 606); |
| 247 | CHECK(outputData[6] == 707); |
| 248 | CHECK(outputData[7] == 808); |
| 249 | CHECK(outputData[8] == 909); |
| 250 | CHECK(outputData[9] == 1010); |
| 251 | CHECK(outputData[10] == 1111); |
| 252 | CHECK(outputData[11] == 1212); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 253 | } |
| 254 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 255 | TEST_CASE("MultipleOutputs") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 256 | { |
| 257 | using namespace armnn; |
| 258 | |
| 259 | // Create runtime in which test will run |
| 260 | armnn::IRuntime::CreationOptions options; |
| 261 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 262 | |
| 263 | // Builds up the structure of the network. |
| 264 | INetworkPtr net(INetwork::Create()); |
| 265 | |
| 266 | IConnectableLayer* input = net->AddInputLayer(0); |
| 267 | |
| 268 | // ReLu1 |
| 269 | ActivationDescriptor activation1Descriptor; |
| 270 | activation1Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 271 | activation1Descriptor.m_A = 1.f; |
| 272 | activation1Descriptor.m_B = -1.f; |
| 273 | IConnectableLayer* activation1 = net->AddActivationLayer(activation1Descriptor); |
| 274 | |
| 275 | // ReLu6 |
| 276 | ActivationDescriptor activation2Descriptor; |
| 277 | activation2Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 278 | activation2Descriptor.m_A = 6.0f; |
| 279 | IConnectableLayer* activation2 = net->AddActivationLayer(activation2Descriptor); |
| 280 | |
| 281 | // BoundedReLu(min=2, max=5) |
| 282 | ActivationDescriptor activation3Descriptor; |
| 283 | activation3Descriptor.m_Function = ActivationFunction::BoundedReLu; |
| 284 | activation3Descriptor.m_A = 5.0f; |
| 285 | activation3Descriptor.m_B = 2.0f; |
| 286 | IConnectableLayer* activation3 = net->AddActivationLayer(activation3Descriptor); |
| 287 | |
| 288 | IConnectableLayer* output1 = net->AddOutputLayer(0); |
| 289 | IConnectableLayer* output2 = net->AddOutputLayer(1); |
| 290 | IConnectableLayer* output3 = net->AddOutputLayer(2); |
| 291 | |
| 292 | input->GetOutputSlot(0).Connect(activation1->GetInputSlot(0)); |
| 293 | input->GetOutputSlot(0).Connect(activation2->GetInputSlot(0)); |
| 294 | input->GetOutputSlot(0).Connect(activation3->GetInputSlot(0)); |
| 295 | |
| 296 | activation1->GetOutputSlot(0).Connect(output1->GetInputSlot(0)); |
| 297 | activation2->GetOutputSlot(0).Connect(output2->GetInputSlot(0)); |
| 298 | activation3->GetOutputSlot(0).Connect(output3->GetInputSlot(0)); |
| 299 | |
| 300 | // Sets the tensors in the network. |
| 301 | TensorInfo tensorInfo(TensorShape({ 10 }), DataType::Float32); |
| 302 | input->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 303 | activation1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 304 | activation2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 305 | activation3->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 306 | |
| 307 | // optimize the network |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 308 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 309 | |
| 310 | // Loads it into the runtime. |
| 311 | NetworkId netId; |
| 312 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 313 | |
| 314 | // Creates structures for input & output. |
| 315 | 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 }; |
| 316 | |
| 317 | std::vector<float> output1Data(inputData.size()); |
| 318 | std::vector<float> output2Data(inputData.size()); |
| 319 | std::vector<float> output3Data(inputData.size()); |
| 320 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 321 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 322 | inputTensorInfo.SetConstant(true); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 323 | InputTensors inputTensors |
| 324 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 325 | {0,armnn::ConstTensor(inputTensorInfo, inputData.data())} |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 326 | }; |
| 327 | OutputTensors outputTensors |
| 328 | { |
| 329 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), output1Data.data())}, |
| 330 | {1,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 1), output2Data.data())}, |
| 331 | {2,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 2), output3Data.data())} |
| 332 | }; |
| 333 | |
| 334 | // Does the inference. |
| 335 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 336 | |
| 337 | // Checks the results. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 338 | 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 |
| 339 | 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 |
| 340 | 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] | 341 | } |
| 342 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 343 | TEST_CASE("TrivialMin") |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 344 | { |
| 345 | using namespace armnn; |
| 346 | |
| 347 | // Create runtime in which test will run |
| 348 | armnn::IRuntime::CreationOptions options; |
| 349 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 350 | |
| 351 | // Builds up the structure of the network. |
| 352 | armnn::INetworkPtr net(INetwork::Create()); |
| 353 | |
| 354 | IConnectableLayer* input1 = net->AddInputLayer(0); |
| 355 | IConnectableLayer* input2 = net->AddInputLayer(1); |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 356 | IConnectableLayer* min = net->AddElementwiseBinaryLayer(ElementwiseBinaryDescriptor(BinaryOperation::Minimum)); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 357 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 358 | |
| 359 | input1->GetOutputSlot(0).Connect(min->GetInputSlot(0)); |
| 360 | input2->GetOutputSlot(0).Connect(min->GetInputSlot(1)); |
| 361 | min->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 362 | |
| 363 | // Sets the tensors in the network. |
| 364 | TensorInfo tensorInfo(TensorShape({1, 1, 1, 4}), DataType::Float32); |
| 365 | input1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 366 | input2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 367 | min->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 368 | |
| 369 | // optimize the network |
| 370 | IOptimizedNetworkPtr optNet = Optimize(*net, defaultBackends, runtime->GetDeviceSpec()); |
| 371 | |
| 372 | // Loads it into the runtime. |
| 373 | NetworkId netId; |
| 374 | runtime->LoadNetwork(netId, std::move(optNet)); |
| 375 | |
| 376 | // Creates structures for input & output - matching android nn test. |
| 377 | std::vector<float> input1Data |
| 378 | { |
| 379 | 1.0f, 2.0f, 3.0f, 4.0f |
| 380 | }; |
| 381 | std::vector<float> input2Data |
| 382 | { |
| 383 | 2.0f, 1.0f, 5.0f, 2.0f |
| 384 | }; |
| 385 | std::vector<float> outputData(4); |
| 386 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 387 | TensorInfo inputTensorInfo = runtime->GetInputTensorInfo(netId, 0); |
| 388 | inputTensorInfo.SetConstant(true); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 389 | InputTensors inputTensors |
| 390 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 391 | {0,armnn::ConstTensor(inputTensorInfo, input1Data.data())}, |
| 392 | {1,armnn::ConstTensor(inputTensorInfo, input2Data.data())} |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 393 | }; |
| 394 | OutputTensors outputTensors |
| 395 | { |
| 396 | {0,armnn::Tensor(runtime->GetOutputTensorInfo(netId, 0), outputData.data())} |
| 397 | }; |
| 398 | |
| 399 | // Does the inference. |
| 400 | runtime->EnqueueWorkload(netId, inputTensors, outputTensors); |
| 401 | |
| 402 | // Checks the results |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 403 | CHECK(outputData[0] == 1); |
| 404 | CHECK(outputData[1] == 1); |
| 405 | CHECK(outputData[2] == 3); |
| 406 | CHECK(outputData[3] == 2); |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 407 | } |
| 408 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 409 | TEST_CASE("RefEqualSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 410 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 411 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 412 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 413 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 414 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 415 | ComparisonOperation::Equal, |
| 416 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 417 | } |
| 418 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 419 | TEST_CASE("RefGreaterSimpleEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 420 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 421 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 422 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 423 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 424 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 425 | ComparisonOperation::Greater, |
| 426 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 427 | } |
| 428 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 429 | TEST_CASE("RefEqualSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 430 | { |
| 431 | const std::vector<uint8_t> expectedOutput({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 432 | 0, 0, 0, 0, 1, 1, 1, 1 }); |
| 433 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 434 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 435 | ComparisonOperation::Equal, |
| 436 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 437 | } |
| 438 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 439 | TEST_CASE("RefGreaterSimpleEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 440 | { |
| 441 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 442 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 443 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 444 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 445 | ComparisonOperation::Greater, |
| 446 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 447 | } |
| 448 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 449 | TEST_CASE("RefEqualBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 450 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 451 | const std::vector<uint8_t> expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 452 | 0, 0, 0, 0, 0, 0 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 453 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 454 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 455 | ComparisonOperation::Equal, |
| 456 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 457 | } |
| 458 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 459 | TEST_CASE("RefGreaterBroadcastEndToEndTest") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 460 | { |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 461 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 462 | 1, 1, 1, 1, 1, 1 }); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 463 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 464 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(defaultBackends, |
| 465 | ComparisonOperation::Greater, |
| 466 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 467 | } |
| 468 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 469 | TEST_CASE("RefEqualBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 470 | { |
| 471 | const std::vector<uint8_t > expectedOutput({ 1, 0, 1, 1, 0, 0, |
| 472 | 0, 0, 0, 0, 0, 0 }); |
| 473 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 474 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 475 | ComparisonOperation::Equal, |
| 476 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 477 | } |
| 478 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 479 | TEST_CASE("RefGreaterBroadcastEndToEndUint8Test") |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 480 | { |
| 481 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 482 | 1, 1, 1, 1, 1, 1 }); |
| 483 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 484 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 485 | ComparisonOperation::Greater, |
| 486 | expectedOutput); |
FrancisMurtagh | 2262bbd | 2018-12-20 16:09:45 +0000 | [diff] [blame] | 487 | } |
Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 488 | |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 489 | TEST_CASE("RefBatchMatMulEndToEndFloat32Test") |
| 490 | { |
| 491 | BatchMatMulEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 492 | } |
| 493 | |
Teresa Charlin | 1fe6c81 | 2022-11-01 15:59:50 +0000 | [diff] [blame] | 494 | TEST_CASE("RefBatchMatMulEndToEndInt8Test") |
| 495 | { |
| 496 | BatchMatMulEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 497 | } |
| 498 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 499 | TEST_CASE("RefBatchToSpaceNdEndToEndFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 500 | { |
| 501 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 502 | } |
| 503 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 504 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 505 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 506 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 507 | } |
| 508 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 509 | TEST_CASE("RefBatchToSpaceNdEndToEndQSymm16NHWCTest") |
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::QSymmS16>(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("RefBatchToSpaceNdEndToEndFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 515 | { |
| 516 | BatchToSpaceNdEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 517 | } |
| 518 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 519 | TEST_CASE("RefBatchToSpaceNdEndToEndUint8NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 520 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 521 | BatchToSpaceNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 522 | } |
| 523 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 524 | TEST_CASE("RefBatchToSpaceNdEndToEndQSymm16NCHWTest") |
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::QSymmS16>(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("RefBatchToSpaceNdEndToEndComplexFloat32NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 530 | { |
| 531 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 532 | } |
| 533 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 534 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NHWCTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 535 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 536 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 537 | } |
| 538 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 539 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexQSymm16NHWCTest") |
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::QSymmS16>(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("RefBatchToSpaceNdEndToEndComplexFloat32NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 545 | { |
| 546 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 547 | } |
| 548 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 549 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexUint8NCHWTest") |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 550 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 551 | BatchToSpaceNdComplexEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 552 | } |
| 553 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 554 | TEST_CASE("RefBatchToSpaceNdEndToEndComplexQSymm16NCHWTest") |
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::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Francis Murtagh | e24e3cd | 2019-06-25 14:41:55 +0100 | [diff] [blame] | 557 | } |
| 558 | |
Teresa Charlin | 43baf50 | 2021-09-27 10:10:39 +0100 | [diff] [blame] | 559 | TEST_CASE("RefChannelShuffleFloatTest") |
| 560 | { |
| 561 | ChannelShuffleEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 562 | } |
| 563 | |
| 564 | TEST_CASE("RefChannelShuffleUint8Test") |
| 565 | { |
| 566 | ChannelShuffleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 567 | } |
| 568 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 569 | TEST_CASE("RefConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 570 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 571 | ConcatDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 572 | } |
| 573 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 574 | TEST_CASE("RefConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 575 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 576 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(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("RefConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 580 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 581 | ConcatDim1EndToEnd<armnn::DataType::Float32>(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("RefConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 585 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 586 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(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("RefConcatEndToEndDim2Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 590 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 591 | ConcatDim2EndToEnd<armnn::DataType::Float32>(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("RefConcatEndToEndDim2Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 595 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 596 | ConcatDim2EndToEnd<armnn::DataType::QAsymmU8>(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("RefConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 600 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 601 | ConcatDim3EndToEnd<armnn::DataType::Float32>(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("RefConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 605 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 606 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 607 | } |
| 608 | |
Matthew Sloyan | c5fe6e7 | 2022-11-25 16:10:00 +0000 | [diff] [blame] | 609 | TEST_CASE("RefConvolution2dFloat32Test") |
| 610 | { |
| 611 | Convolution2dEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 612 | } |
| 613 | |
| 614 | TEST_CASE("RefConvolution2dNchwFloat32Test") |
| 615 | { |
| 616 | Convolution2dEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 617 | } |
| 618 | |
| 619 | TEST_CASE("RefConvolution2dFloat16Test") |
| 620 | { |
| 621 | Convolution2dEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 622 | } |
| 623 | |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame] | 624 | TEST_CASE("RefConvolution3dFloat32Test") |
| 625 | { |
| 626 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 627 | armnn::DataLayout::NDHWC); |
| 628 | } |
| 629 | |
| 630 | TEST_CASE("RefConvolution3dNcdhwFloat32Test") |
| 631 | { |
| 632 | Convolution3dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(defaultBackends, |
| 633 | armnn::DataLayout::NCDHW); |
| 634 | } |
| 635 | |
| 636 | TEST_CASE("RefConvolution3dFloat16Test") |
| 637 | { |
| 638 | Convolution3dEndToEnd<armnn::DataType::Float16, armnn::DataType::Float16>(defaultBackends, |
| 639 | armnn::DataLayout::NDHWC); |
| 640 | } |
| 641 | |
| 642 | TEST_CASE("RefConvolution3dUint8Test") |
| 643 | { |
| 644 | Convolution3dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(defaultBackends, |
| 645 | armnn::DataLayout::NDHWC); |
| 646 | } |
| 647 | |
| 648 | TEST_CASE("RefConvolution3dInt8Test") |
| 649 | { |
| 650 | Convolution3dEndToEnd<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(defaultBackends, |
| 651 | armnn::DataLayout::NDHWC); |
| 652 | } |
| 653 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 654 | TEST_CASE("RefEluEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 655 | { |
| 656 | EluEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 657 | } |
| 658 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 659 | TEST_CASE("RefEluEndToEndTestFloat16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 660 | { |
| 661 | EluEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 662 | } |
| 663 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 664 | TEST_CASE("RefEluEndToEndTestQAsymmS8") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 665 | { |
| 666 | EluEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 667 | } |
| 668 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 669 | TEST_CASE("RefEluEndToEndTestQAsymmU8") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 670 | { |
| 671 | EluEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 672 | } |
| 673 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 674 | TEST_CASE("RefEluEndToEndTestQSymmS16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 675 | { |
| 676 | EluEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 677 | } |
| 678 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 679 | TEST_CASE("RefFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 680 | { |
| 681 | FillEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 682 | } |
| 683 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 684 | TEST_CASE("RefFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 685 | { |
| 686 | FillEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 687 | } |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 688 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 689 | TEST_CASE("RefFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 690 | { |
| 691 | FillEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 692 | } |
| 693 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 694 | TEST_CASE("RefFullyConnectedEndToEndTestFloat32") |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 695 | { |
| 696 | FullyConnectedWithDynamicWeightsEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 697 | } |
| 698 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 699 | TEST_CASE("RefFullyConnectedEndToEndTestNonConstantWeightsConstantBiasesFloat32") |
| 700 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 701 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 702 | } |
| 703 | |
| 704 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsNonConstantBiasesFloat32") |
| 705 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 706 | FullyConnectedWithDynamicOrConstantInputsEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false); |
Cathal Corbett | 521032f | 2021-10-07 11:46:40 +0100 | [diff] [blame] | 707 | } |
| 708 | |
| 709 | TEST_CASE("RefFullyConnectedEndToEndTestConstantWeightsTensorInfoNotSet") |
| 710 | { |
Cathal Corbett | b8cc2b9 | 2021-10-08 14:43:11 +0100 | [diff] [blame] | 711 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, true, true, false); |
| 712 | } |
| 713 | |
| 714 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsNotConnectedExplicitCheck") |
| 715 | { |
| 716 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, false, true, true); |
| 717 | } |
| 718 | |
| 719 | TEST_CASE("RefFullyConnectedEndToEndTestBiasNotConnectedExplicitCheck") |
| 720 | { |
| 721 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, true, true, false, true); |
| 722 | } |
| 723 | |
| 724 | TEST_CASE("RefFullyConnectedEndToEndTestWeightsAndBiasNotConnected") |
| 725 | { |
| 726 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, false, true, false, false, true); |
| 727 | } |
| 728 | |
| 729 | TEST_CASE("RefFullyConnectedEndToEndTestBiasDisabledConnectBias") |
| 730 | { |
| 731 | FullyConnectedErrorChecking<armnn::DataType::Float32>(defaultBackends, true, false, false, true, true); |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 732 | } |
| 733 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 734 | TEST_CASE("RefGatherFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 735 | { |
| 736 | GatherEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 737 | } |
| 738 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 739 | TEST_CASE("RefGatherUint8Test") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 740 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 741 | GatherEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 742 | } |
| 743 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 744 | TEST_CASE("RefGatherInt16Test") |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 745 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 746 | GatherEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 747 | } |
| 748 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 749 | TEST_CASE("RefGatherMultiDimFloatTest") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 750 | { |
| 751 | GatherMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 752 | } |
| 753 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 754 | TEST_CASE("RefGatherMultiDimUint8Test") |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 755 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 756 | GatherMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 757 | } |
| 758 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 759 | TEST_CASE("RefGatherMultiDimInt16Test") |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 760 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 761 | GatherMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
Ellen Norris-Thompson | e0dbedf | 2019-06-24 09:23:38 +0100 | [diff] [blame] | 762 | } |
| 763 | |
Teresa Charlin | b2d3ec5 | 2022-04-12 22:07:09 +0100 | [diff] [blame] | 764 | TEST_CASE("RefGatherNdFloatTest") |
| 765 | { |
| 766 | GatherNdEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 767 | } |
| 768 | |
| 769 | TEST_CASE("RefGatherNdUint8Test") |
| 770 | { |
| 771 | GatherNdEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 772 | } |
| 773 | |
| 774 | TEST_CASE("RefGatherNdInt16Test") |
| 775 | { |
| 776 | GatherNdEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 777 | } |
| 778 | |
| 779 | TEST_CASE("RefGatherNdMultiDimFloatTest") |
| 780 | { |
| 781 | GatherNdMultiDimEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 782 | } |
| 783 | |
| 784 | TEST_CASE("RefGatherNdMultiDimUint8Test") |
| 785 | { |
| 786 | GatherNdMultiDimEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 787 | } |
| 788 | |
| 789 | TEST_CASE("RefGatherNdMultiDimInt16Test") |
| 790 | { |
| 791 | GatherNdMultiDimEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 792 | } |
| 793 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 794 | // DepthToSpace |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 795 | TEST_CASE("DephtToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 796 | { |
| 797 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 798 | } |
| 799 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 800 | TEST_CASE("DephtToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 801 | { |
| 802 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NCHW); |
| 803 | } |
| 804 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 805 | TEST_CASE("DephtToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 806 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 807 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 808 | } |
| 809 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 810 | TEST_CASE("DephtToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 811 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 812 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 813 | } |
| 814 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 815 | TEST_CASE("DephtToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 816 | { |
| 817 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 818 | } |
| 819 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 820 | TEST_CASE("DephtToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 821 | { |
| 822 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(defaultBackends, armnn::DataLayout::NHWC); |
| 823 | } |
| 824 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 825 | TEST_CASE("DephtToSpaceEndToEndNhwcUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 826 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 827 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 828 | } |
| 829 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 830 | TEST_CASE("DephtToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 831 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 832 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 833 | } |
| 834 | |
| 835 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 836 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 837 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 838 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 839 | } |
| 840 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 841 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 842 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 843 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 844 | } |
| 845 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 846 | TEST_CASE("DequantizeEndToEndSimpleInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 847 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 848 | DequantizeEndToEndSimple<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 849 | } |
| 850 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 851 | TEST_CASE("DequantizeEndToEndOffsetInt16Test") |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 852 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 853 | DequantizeEndToEndOffset<armnn::DataType::QSymmS16>(defaultBackends); |
Narumol Prangnawarat | b6441e4 | 2019-06-04 11:22:00 +0100 | [diff] [blame] | 854 | } |
| 855 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 856 | TEST_CASE("RefDetectionPostProcessRegularNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 857 | { |
| 858 | std::vector<float> boxEncodings({ |
| 859 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 860 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 861 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 862 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 863 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 864 | 0.0f, 0.0f, 0.0f, 0.0f |
| 865 | }); |
| 866 | std::vector<float> scores({ |
| 867 | 0.0f, 0.9f, 0.8f, |
| 868 | 0.0f, 0.75f, 0.72f, |
| 869 | 0.0f, 0.6f, 0.5f, |
| 870 | 0.0f, 0.93f, 0.95f, |
| 871 | 0.0f, 0.5f, 0.4f, |
| 872 | 0.0f, 0.3f, 0.2f |
| 873 | }); |
| 874 | std::vector<float> anchors({ |
| 875 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 876 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 877 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 878 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 879 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 880 | 0.5f, 100.5f, 1.0f, 1.0f |
| 881 | }); |
| 882 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 883 | } |
| 884 | |
| 885 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 886 | { |
| 887 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 888 | { |
| 889 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 890 | } |
| 891 | } |
| 892 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 893 | TEST_CASE("RefDetectionPostProcessRegularNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 894 | { |
| 895 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 896 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 897 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 898 | |
| 899 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 900 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 901 | scoresInfo.SetQuantizationScale(0.01f); |
| 902 | scoresInfo.SetQuantizationOffset(0); |
| 903 | anchorsInfo.SetQuantizationScale(0.5f); |
| 904 | anchorsInfo.SetQuantizationOffset(0); |
| 905 | |
| 906 | std::vector<float> boxEncodings({ |
| 907 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 908 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 909 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 910 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 911 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 912 | 0.0f, 0.0f, 0.0f, 0.0f |
| 913 | }); |
| 914 | std::vector<float> scores({ |
| 915 | 0.0f, 0.9f, 0.8f, |
| 916 | 0.0f, 0.75f, 0.72f, |
| 917 | 0.0f, 0.6f, 0.5f, |
| 918 | 0.0f, 0.93f, 0.95f, |
| 919 | 0.0f, 0.5f, 0.4f, |
| 920 | 0.0f, 0.3f, 0.2f |
| 921 | }); |
| 922 | std::vector<float> anchors({ |
| 923 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 924 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 925 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 926 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 927 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 928 | 0.5f, 100.5f, 1.0f, 1.0f |
| 929 | }); |
| 930 | |
| 931 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 932 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 933 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 934 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 935 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 936 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 937 | DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 938 | qScores, qAnchors, |
| 939 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 940 | } |
| 941 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 942 | TEST_CASE("RefDetectionPostProcessFastNmsTest") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 943 | { |
| 944 | std::vector<float> boxEncodings({ |
| 945 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 946 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 947 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 948 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 949 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 950 | 0.0f, 0.0f, 0.0f, 0.0f |
| 951 | }); |
| 952 | std::vector<float> scores({ |
| 953 | 0.0f, 0.9f, 0.8f, |
| 954 | 0.0f, 0.75f, 0.72f, |
| 955 | 0.0f, 0.6f, 0.5f, |
| 956 | 0.0f, 0.93f, 0.95f, |
| 957 | 0.0f, 0.5f, 0.4f, |
| 958 | 0.0f, 0.3f, 0.2f |
| 959 | }); |
| 960 | std::vector<float> anchors({ |
| 961 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 962 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 963 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 964 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 965 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 966 | 0.5f, 100.5f, 1.0f, 1.0f |
| 967 | }); |
| 968 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(defaultBackends, boxEncodings, scores, anchors); |
| 969 | } |
| 970 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 971 | TEST_CASE("RefDetectionPostProcessFastNmsUint8Test") |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 972 | { |
| 973 | armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 974 | armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 975 | armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 976 | |
| 977 | boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 978 | boxEncodingsInfo.SetQuantizationOffset(1); |
| 979 | scoresInfo.SetQuantizationScale(0.01f); |
| 980 | scoresInfo.SetQuantizationOffset(0); |
| 981 | anchorsInfo.SetQuantizationScale(0.5f); |
| 982 | anchorsInfo.SetQuantizationOffset(0); |
| 983 | |
| 984 | std::vector<float> boxEncodings({ |
| 985 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 986 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 987 | 0.0f, -1.0f, 0.0f, 0.0f, |
| 988 | 0.0f, 0.0f, 0.0f, 0.0f, |
| 989 | 0.0f, 1.0f, 0.0f, 0.0f, |
| 990 | 0.0f, 0.0f, 0.0f, 0.0f |
| 991 | }); |
| 992 | std::vector<float> scores({ |
| 993 | 0.0f, 0.9f, 0.8f, |
| 994 | 0.0f, 0.75f, 0.72f, |
| 995 | 0.0f, 0.6f, 0.5f, |
| 996 | 0.0f, 0.93f, 0.95f, |
| 997 | 0.0f, 0.5f, 0.4f, |
| 998 | 0.0f, 0.3f, 0.2f |
| 999 | }); |
| 1000 | std::vector<float> anchors({ |
| 1001 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1002 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1003 | 0.5f, 0.5f, 1.0f, 1.0f, |
| 1004 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 1005 | 0.5f, 10.5f, 1.0f, 1.0f, |
| 1006 | 0.5f, 100.5f, 1.0f, 1.0f |
| 1007 | }); |
| 1008 | |
| 1009 | std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 1010 | std::vector<uint8_t> qScores(scores.size(), 0); |
| 1011 | std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 1012 | QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 1013 | QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 1014 | QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1015 | DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, qBoxEncodings, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 1016 | qScores, qAnchors, |
| 1017 | 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 1018 | } |
| 1019 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1020 | // HardSwish |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1021 | TEST_CASE("RefHardSwishEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1022 | { |
| 1023 | HardSwishEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 1024 | } |
| 1025 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1026 | TEST_CASE("RefHardSwishEndToEndTestFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1027 | { |
| 1028 | HardSwishEndToEndTest<armnn::DataType::Float16>(defaultBackends); |
| 1029 | } |
| 1030 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1031 | TEST_CASE("RefHardSwishEndToEndTestQAsymmS8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1032 | { |
| 1033 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1034 | } |
| 1035 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1036 | TEST_CASE("RefHardSwishEndToEndTestQAsymmU8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1037 | { |
| 1038 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1039 | } |
| 1040 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1041 | TEST_CASE("RefHardSwishEndToEndTestQSymmS16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 1042 | { |
| 1043 | HardSwishEndToEndTest<armnn::DataType::QSymmS16>(defaultBackends); |
| 1044 | } |
| 1045 | |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 1046 | // LogSoftmax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1047 | TEST_CASE("RefLogSoftmaxEndToEndTest") |
Sadik Armagan | 20bea00 | 2019-10-16 09:29:38 +0100 | [diff] [blame] | 1048 | { |
| 1049 | LogSoftmaxEndToEndTest(defaultBackends); |
| 1050 | } |
| 1051 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1052 | TEST_CASE("RefPreluEndToEndTestFloat32") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1053 | { |
| 1054 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(defaultBackends); |
| 1055 | } |
| 1056 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1057 | TEST_CASE("RefPreluEndToEndTestUint8") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1058 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1059 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1060 | } |
| 1061 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1062 | TEST_CASE("RefPreluEndToEndTestQSymm16") |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1063 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1064 | PreluEndToEndPositiveTest<armnn::DataType::QSymmS16>(defaultBackends); |
Nikhil Raj | 747f586 | 2019-07-19 15:15:23 +0100 | [diff] [blame] | 1065 | } |
| 1066 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1067 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1068 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1069 | SpaceToDepthNhwcEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1070 | } |
| 1071 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1072 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest1") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1073 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1074 | SpaceToDepthNchwEndToEndTest1(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1075 | } |
| 1076 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1077 | TEST_CASE("RefSpaceToDepthNhwcEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1078 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1079 | SpaceToDepthNhwcEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1080 | } |
| 1081 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1082 | TEST_CASE("RefSpaceToDepthNchwEndToEndTest2") |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1083 | { |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 1084 | SpaceToDepthNchwEndToEndTest2(defaultBackends); |
Keith Davis | 9515c7e | 2019-06-21 09:33:59 +0100 | [diff] [blame] | 1085 | } |
| 1086 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1087 | TEST_CASE("RefSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1088 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1089 | Splitter1dEndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1090 | } |
| 1091 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1092 | TEST_CASE("RefSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1093 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1094 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1095 | } |
| 1096 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1097 | TEST_CASE("RefSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1098 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1099 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1100 | } |
| 1101 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1102 | TEST_CASE("RefSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1103 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1104 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1105 | } |
| 1106 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1107 | TEST_CASE("RefSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1108 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1109 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1110 | } |
| 1111 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1112 | TEST_CASE("RefSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1113 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1114 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1115 | } |
| 1116 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1117 | TEST_CASE("RefSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1118 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1119 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1120 | } |
| 1121 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1122 | TEST_CASE("RefSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1123 | { |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1124 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1125 | } |
| 1126 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1127 | TEST_CASE("RefSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1128 | { |
| 1129 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1130 | } |
| 1131 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1132 | TEST_CASE("RefSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1133 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1134 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1135 | } |
| 1136 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1137 | TEST_CASE("RefSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1138 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1139 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1140 | } |
| 1141 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1142 | TEST_CASE("RefSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1143 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1144 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1145 | } |
| 1146 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1147 | TEST_CASE("RefSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1148 | { |
| 1149 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1150 | } |
| 1151 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1152 | TEST_CASE("RefSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1153 | { |
| 1154 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1155 | } |
| 1156 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1157 | TEST_CASE("RefSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1158 | { |
| 1159 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1160 | } |
| 1161 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1162 | TEST_CASE("RefSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1163 | { |
| 1164 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1165 | } |
| 1166 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1167 | TEST_CASE("RefSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1168 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1169 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1170 | } |
| 1171 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1172 | TEST_CASE("RefSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1173 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1174 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1175 | } |
| 1176 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1177 | TEST_CASE("RefSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1178 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1179 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1180 | } |
| 1181 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1182 | TEST_CASE("RefSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 1183 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1184 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 1185 | } |
| 1186 | |
Cian McGriskin | 160edb3 | 2023-07-25 14:15:45 +0100 | [diff] [blame] | 1187 | // Tile |
| 1188 | TEST_CASE("RefTileEndToEndFloat32") |
| 1189 | { |
| 1190 | TileEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1191 | } |
| 1192 | |
| 1193 | TEST_CASE("RefTileEndToEndFloat16") |
| 1194 | { |
| 1195 | TileEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1196 | } |
| 1197 | |
| 1198 | TEST_CASE("RefTileEndToEndQAsymmS8") |
| 1199 | { |
| 1200 | TileEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1201 | } |
| 1202 | |
| 1203 | TEST_CASE("RefTileEndToEndQAsymmU8") |
| 1204 | { |
| 1205 | TileEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1206 | } |
| 1207 | |
| 1208 | TEST_CASE("RefTileEndToEndQSymmS8") |
| 1209 | { |
| 1210 | TileEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1211 | } |
| 1212 | |
| 1213 | TEST_CASE("RefTileEndToEndQSymmS16") |
| 1214 | { |
| 1215 | TileEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1216 | } |
| 1217 | |
| 1218 | TEST_CASE("RefTileEndToEndSigned32") |
| 1219 | { |
| 1220 | TileEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1221 | } |
| 1222 | |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1223 | // TransposeConvolution2d |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1224 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1225 | { |
| 1226 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1227 | defaultBackends, armnn::DataLayout::NCHW); |
| 1228 | } |
| 1229 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1230 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1231 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1232 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1233 | defaultBackends, armnn::DataLayout::NCHW); |
| 1234 | } |
| 1235 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1236 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NchwTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1237 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1238 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1239 | defaultBackends, armnn::DataLayout::NCHW); |
| 1240 | } |
| 1241 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1242 | TEST_CASE("RefTransposeConvolution2dEndToEndFloatNhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1243 | { |
| 1244 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 1245 | defaultBackends, armnn::DataLayout::NHWC); |
| 1246 | } |
| 1247 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1248 | TEST_CASE("RefTransposeConvolution2dEndToEndUint8NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1249 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1250 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1251 | defaultBackends, armnn::DataLayout::NHWC); |
| 1252 | } |
| 1253 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1254 | TEST_CASE("RefTransposeConvolution2dEndToEndInt16NhwcTest") |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1255 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1256 | TransposeConvolution2dEndToEnd<armnn::DataType::QSymmS16, armnn::DataType::Signed32>( |
Aron Virginas-Tar | 98180ef | 2019-06-26 15:02:47 +0100 | [diff] [blame] | 1257 | defaultBackends, armnn::DataLayout::NHWC); |
| 1258 | } |
| 1259 | |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 1260 | // Transpose |
| 1261 | TEST_CASE("RefTransposeEndToEndTest") |
| 1262 | { |
| 1263 | TransposeEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1264 | } |
| 1265 | |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1266 | // Resize Bilinear |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1267 | TEST_CASE("RefResizeBilinearEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1268 | { |
| 1269 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1270 | } |
| 1271 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1272 | TEST_CASE("RefResizeBilinearEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1273 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1274 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1275 | } |
| 1276 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1277 | TEST_CASE("RefResizeBilinearEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1278 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1279 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1280 | } |
| 1281 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1282 | TEST_CASE("RefResizeBilinearEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1283 | { |
| 1284 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1285 | } |
| 1286 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1287 | TEST_CASE("RefResizeBilinearEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1288 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1289 | ResizeBilinearEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1290 | } |
| 1291 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1292 | TEST_CASE("RefResizeBilinearEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1293 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1294 | ResizeBilinearEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1295 | } |
| 1296 | |
| 1297 | // Resize NearestNeighbor |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1298 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1299 | { |
| 1300 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NCHW); |
| 1301 | } |
| 1302 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1303 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1304 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1305 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1306 | } |
| 1307 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1308 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NchwTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1309 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1310 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1311 | } |
| 1312 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1313 | TEST_CASE("RefResizeNearestNeighborEndToEndFloatNhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1314 | { |
| 1315 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(defaultBackends, armnn::DataLayout::NHWC); |
| 1316 | } |
| 1317 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1318 | TEST_CASE("RefResizeNearestNeighborEndToEndUint8NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1319 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1320 | ResizeNearestNeighborEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1321 | } |
| 1322 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1323 | TEST_CASE("RefResizeNearestNeighborEndToEndInt16NhwcTest") |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1324 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1325 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(defaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | fe15eff | 2019-07-01 16:12:58 +0100 | [diff] [blame] | 1326 | } |
| 1327 | |
Declan-ARM | 1bf56cd | 2023-07-20 17:32:57 +0100 | [diff] [blame] | 1328 | // ReverseV2 |
| 1329 | TEST_CASE("RefReverseV2EndToEndFloat16Test") |
| 1330 | { |
| 1331 | ReverseV2EndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1332 | } |
| 1333 | |
| 1334 | TEST_CASE("RefReverseV2EndToEndFloat32Test") |
| 1335 | { |
| 1336 | ReverseV2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1337 | } |
| 1338 | |
| 1339 | TEST_CASE("RefReverseV2EndToEndQAsymmS8Test") |
| 1340 | { |
| 1341 | ReverseV2EndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1342 | } |
| 1343 | |
| 1344 | TEST_CASE("RefReverseV2EndToEndQAsymmU8Test") |
| 1345 | { |
| 1346 | ReverseV2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
| 1347 | } |
| 1348 | |
| 1349 | TEST_CASE("RefReverseV2EndToEndQSymmS8Test") |
| 1350 | { |
| 1351 | ReverseV2EndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1352 | } |
| 1353 | |
| 1354 | TEST_CASE("RefReverseV2EndToEndQSymmS16Test") |
| 1355 | { |
| 1356 | ReverseV2EndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1357 | } |
| 1358 | |
| 1359 | TEST_CASE("RefReverseV2EndToEndSigned32Test") |
| 1360 | { |
| 1361 | ReverseV2EndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1362 | } |
| 1363 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1364 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1365 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1366 | { |
| 1367 | InstanceNormalizationNhwcEndToEndTest1(defaultBackends); |
| 1368 | } |
| 1369 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1370 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1371 | { |
| 1372 | InstanceNormalizationNchwEndToEndTest1(defaultBackends); |
| 1373 | } |
| 1374 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1375 | TEST_CASE("RefInstanceNormalizationNhwcEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1376 | { |
| 1377 | InstanceNormalizationNhwcEndToEndTest2(defaultBackends); |
| 1378 | } |
| 1379 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1380 | TEST_CASE("RefInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 1381 | { |
| 1382 | InstanceNormalizationNchwEndToEndTest2(defaultBackends); |
| 1383 | } |
| 1384 | |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1385 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1386 | TEST_CASE("RefArgMaxSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1387 | { |
| 1388 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1389 | } |
| 1390 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1391 | TEST_CASE("RefArgMaxSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1392 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1393 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1394 | } |
| 1395 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1396 | TEST_CASE("RefArgMinSimpleTest") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1397 | { |
| 1398 | ArgMinEndToEndSimple<armnn::DataType::Float32>(defaultBackends); |
| 1399 | } |
| 1400 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1401 | TEST_CASE("RefArgMinSimpleUint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1402 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1403 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1404 | } |
| 1405 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1406 | TEST_CASE("RefArgMaxAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1407 | { |
| 1408 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1409 | } |
| 1410 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1411 | TEST_CASE("RefArgMaxAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1412 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1413 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1414 | } |
| 1415 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1416 | TEST_CASE("RefArgMinAxis0Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1417 | { |
| 1418 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1419 | } |
| 1420 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1421 | TEST_CASE("RefArgMinAxis0Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1422 | { |
| 1423 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1424 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1425 | } |
| 1426 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1427 | TEST_CASE("RefArgMaxAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1428 | { |
| 1429 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1430 | } |
| 1431 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1432 | TEST_CASE("RefArgMaxAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1433 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1434 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1435 | } |
| 1436 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1437 | TEST_CASE("RefArgMinAxis1Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1438 | { |
| 1439 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1440 | } |
| 1441 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1442 | TEST_CASE("RefArgMinAxis1Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1443 | { |
| 1444 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1445 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1446 | } |
| 1447 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1448 | TEST_CASE("RefArgMaxAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1449 | { |
| 1450 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1451 | } |
| 1452 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1453 | TEST_CASE("RefArgMaxAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1454 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1455 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1456 | } |
| 1457 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1458 | TEST_CASE("RefArgMinAxis2Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1459 | { |
| 1460 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1461 | } |
| 1462 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1463 | TEST_CASE("RefArgMinAxis2Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1464 | { |
| 1465 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1466 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1467 | } |
| 1468 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1469 | TEST_CASE("RefArgMaxAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1470 | { |
| 1471 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1472 | } |
| 1473 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1474 | TEST_CASE("RefArgMaxAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1475 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1476 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1477 | } |
| 1478 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1479 | TEST_CASE("RefArgMinAxis3Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1480 | { |
| 1481 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1482 | } |
| 1483 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1484 | TEST_CASE("RefArgMinAxis3Uint8Test") |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1485 | { |
| 1486 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1487 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(defaultBackends); |
Narumol Prangnawarat | d1f5773 | 2019-10-31 14:24:02 +0000 | [diff] [blame] | 1488 | } |
| 1489 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1490 | TEST_CASE("RefQLstmEndToEndTest") |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 1491 | { |
| 1492 | QLstmEndToEnd(defaultBackends); |
| 1493 | } |
| 1494 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1495 | TEST_CASE("RefRankEndToEndTest") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1496 | { |
| 1497 | RankEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1498 | } |
| 1499 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1500 | TEST_CASE("RefRankEndToEndTestFloat16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1501 | { |
| 1502 | RankEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1503 | } |
| 1504 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1505 | TEST_CASE("RefRankEndToEndTestInt32") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1506 | { |
| 1507 | RankEndToEnd<armnn::DataType::Signed32>(defaultBackends); |
| 1508 | } |
| 1509 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1510 | TEST_CASE("RefRankEndToEndTestQAsymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1511 | { |
| 1512 | RankEndToEnd<armnn::DataType::QAsymmS8>(defaultBackends); |
| 1513 | } |
| 1514 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1515 | TEST_CASE("RefRankEndToEndTestQSymmS16") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1516 | { |
| 1517 | RankEndToEnd<armnn::DataType::QSymmS16>(defaultBackends); |
| 1518 | } |
| 1519 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1520 | TEST_CASE("RefRankEndToEndTestQSymmS8") |
Teresa Charlin | 2e3f4d2 | 2020-07-29 14:29:20 +0100 | [diff] [blame] | 1521 | { |
| 1522 | RankEndToEnd<armnn::DataType::QSymmS8>(defaultBackends); |
| 1523 | } |
| 1524 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 1525 | // Reduce |
| 1526 | TEST_CASE("RefReduceEndToEndTest") |
| 1527 | { |
| 1528 | ReduceEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1529 | } |
| 1530 | |
| 1531 | TEST_CASE("RefReduceEndToEndTestFloat16") |
| 1532 | { |
| 1533 | ReduceEndToEnd<armnn::DataType::Float16>(defaultBackends); |
| 1534 | } |
| 1535 | |
| 1536 | // Reshape |
| 1537 | TEST_CASE("RefReshapeEndToEndTest") |
| 1538 | { |
| 1539 | ReshapeEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1540 | } |
| 1541 | |
| 1542 | TEST_CASE("RefReshapeEndToEndTestFloat16") |
| 1543 | { |
| 1544 | ReshapeEndToEndFloat16<armnn::DataType::Float16>(defaultBackends); |
| 1545 | } |
| 1546 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1547 | TEST_CASE("RefForceImportWithAlignedBuffersEndToEndTest") |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1548 | { |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1549 | ForceImportWithAlignedBuffersEndToEndTest(defaultBackends); |
| 1550 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1551 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1552 | TEST_CASE("RefForceImportWithMisalignedInputBuffersEndToEndTest") |
| 1553 | { |
| 1554 | ForceImportWithMisalignedInputBuffersEndToEndTest(defaultBackends); |
| 1555 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1556 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1557 | TEST_CASE("RefForceImportWithMisalignedOutputBuffersEndToEndTest") |
| 1558 | { |
| 1559 | ForceImportWithMisalignedOutputBuffersEndToEndTest(defaultBackends); |
| 1560 | } |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1561 | |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 1562 | TEST_CASE("RefForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 1563 | { |
| 1564 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(defaultBackends); |
Narumol Prangnawarat | e2af6f4 | 2022-01-28 17:59:18 +0000 | [diff] [blame] | 1565 | } |
| 1566 | |
David Monahan | 1682971 | 2022-02-03 17:04:59 +0000 | [diff] [blame] | 1567 | TEST_CASE("RefForceImportRepeatedInferencesEndToEndTest") |
| 1568 | { |
| 1569 | ForceImportRepeatedInferencesEndToEndTest(defaultBackends); |
| 1570 | } |
| 1571 | |
| 1572 | TEST_CASE("RefForceImportRepeatedInferencesInvertedEndToEndTest") |
| 1573 | { |
| 1574 | ForceImportRepeatedInferencesInvertedEndToEndTest(defaultBackends); |
| 1575 | } |
| 1576 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1577 | #if !defined(__ANDROID__) |
| 1578 | // Only run these tests on non Android platforms |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1579 | TEST_CASE("RefImportNonAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1580 | { |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1581 | ImportNonAlignedInputPointerTest(defaultBackends); |
| 1582 | } |
| 1583 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1584 | TEST_CASE("RefExportNonAlignedPointerTest") |
David Monahan | 4f1e8e4 | 2019-09-04 09:22:10 +0100 | [diff] [blame] | 1585 | { |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1586 | ExportNonAlignedOutputPointerTest(defaultBackends); |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1587 | } |
| 1588 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1589 | TEST_CASE("RefImportAlignedPointerTest") |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1590 | { |
| 1591 | ImportAlignedPointerTest(defaultBackends); |
| 1592 | } |
| 1593 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1594 | TEST_CASE("RefImportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1595 | { |
| 1596 | ImportOnlyWorkload(defaultBackends); |
| 1597 | } |
| 1598 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1599 | TEST_CASE("RefExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1600 | { |
| 1601 | ExportOnlyWorkload(defaultBackends); |
| 1602 | } |
| 1603 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1604 | TEST_CASE("RefImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1605 | { |
| 1606 | ImportAndExportWorkload(defaultBackends); |
| 1607 | } |
| 1608 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1609 | TEST_CASE("RefExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 1610 | { |
| 1611 | ExportOutputWithSeveralOutputSlotConnectionsTest(defaultBackends); |
| 1612 | } |
| 1613 | |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 1614 | // Slice |
| 1615 | TEST_CASE("RefSliceEndtoEndTestFloat32") |
| 1616 | { |
| 1617 | SliceEndToEnd<DataType::Float32>(defaultBackends); |
| 1618 | } |
| 1619 | |
| 1620 | TEST_CASE("RefSliceEndtoEndTestInt32") |
| 1621 | { |
| 1622 | SliceEndToEnd<DataType::Signed32>(defaultBackends); |
| 1623 | } |
| 1624 | |
| 1625 | TEST_CASE("RefSliceEndtoEndTestFloat16") |
| 1626 | { |
| 1627 | SliceEndToEndFloat16<DataType::Float16>(defaultBackends); |
| 1628 | } |
| 1629 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1630 | TEST_CASE("RefStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 1631 | { |
| 1632 | StridedSliceInvalidSliceEndToEndTest(defaultBackends); |
| 1633 | } |
| 1634 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1635 | TEST_CASE("RefThreadSafeFP32StridedSlicedEndToEndTest") |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 1636 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 1637 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 1); |
Mike Kelly | 386ff1a | 2021-03-29 15:04:50 +0100 | [diff] [blame] | 1638 | } |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 1639 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1640 | TEST_CASE("RefAsyncFP32StridedSlicedMultiThreadedEndToEndTest") |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 1641 | { |
| 1642 | armnn::experimental::StridedSlicedMultiThreadedEndToEndTest<armnn::DataType::Float32>(defaultBackends); |
| 1643 | } |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1644 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1645 | TEST_CASE("RefAsyncFP32StridedSlicedScheduledMultiThreadedEndToEndTest") |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1646 | { |
Kevin May | b4b3ac9 | 2021-05-21 16:42:21 +0100 | [diff] [blame] | 1647 | armnn::experimental::StridedSlicedEndToEndTest<armnn::DataType::Float32>(defaultBackends, 3); |
Keith Davis | e813d67 | 2021-04-22 10:10:34 +0100 | [diff] [blame] | 1648 | } |
Mike Kelly | 3ec3077 | 2023-03-08 13:47:17 +0000 | [diff] [blame] | 1649 | |
| 1650 | TEST_CASE("RefAddEndToEndTestFloat32") |
| 1651 | { |
| 1652 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Add); |
| 1653 | } |
| 1654 | TEST_CASE("RefAddEndToEndTestUint8") |
| 1655 | { |
| 1656 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Add); |
| 1657 | } |
| 1658 | TEST_CASE("RefDivEndToEndTestFloat32") |
| 1659 | { |
| 1660 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Div); |
| 1661 | } |
| 1662 | TEST_CASE("RefDivEndToEndTestUint8") |
| 1663 | { |
| 1664 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Div); |
| 1665 | } |
| 1666 | TEST_CASE("RefMulEndToEndTestFloat32") |
| 1667 | { |
| 1668 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Mul); |
| 1669 | } |
| 1670 | TEST_CASE("RefMulEndToEndTestUint8") |
| 1671 | { |
| 1672 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Mul); |
| 1673 | } |
| 1674 | TEST_CASE("RefSubEndToEndTestFloat32") |
| 1675 | { |
| 1676 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Sub); |
| 1677 | } |
| 1678 | TEST_CASE("RefSubEndToEndTestUint8") |
| 1679 | { |
| 1680 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Sub); |
| 1681 | } |
| 1682 | TEST_CASE("RefMaximumEndToEndTestFloat32") |
| 1683 | { |
| 1684 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Maximum); |
| 1685 | } |
| 1686 | TEST_CASE("RefMaximumEndToEndTestUint8") |
| 1687 | { |
| 1688 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Maximum); |
| 1689 | } |
| 1690 | TEST_CASE("RefMinimumEndToEndTestFloat32") |
| 1691 | { |
| 1692 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Minimum); |
| 1693 | } |
| 1694 | TEST_CASE("RefMinimumEndToEndTestUint8") |
| 1695 | { |
| 1696 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Minimum); |
| 1697 | } |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 1698 | TEST_CASE("RefPowerEndToEndTestFloat32") |
| 1699 | { |
| 1700 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::Power); |
| 1701 | } |
| 1702 | TEST_CASE("RefPowerEndToEndTestUint8") |
| 1703 | { |
| 1704 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::Power); |
| 1705 | } |
| 1706 | TEST_CASE("RefSquaredDifferenceEndToEndTestFloat32") |
| 1707 | { |
| 1708 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(defaultBackends, BinaryOperation::SqDiff); |
| 1709 | } |
| 1710 | TEST_CASE("RefSquaredDifferenceEndToEndTestUint8") |
| 1711 | { |
| 1712 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(defaultBackends, BinaryOperation::SqDiff); |
| 1713 | } |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 1714 | |
Ferran Balaguer | dcaa610 | 2019-08-21 13:28:38 +0100 | [diff] [blame] | 1715 | #endif |
| 1716 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 1717 | // Backend Optimization Tests |
| 1718 | TEST_CASE("RefReshapeRemovalSimpleCaseEndToEnd") |
| 1719 | { |
| 1720 | ReshapeRemovalEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1721 | } |
| 1722 | |
| 1723 | TEST_CASE("RefReshapeRemovalNCHWFirstEndToEnd") |
| 1724 | { |
| 1725 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(defaultBackends, true, true); |
| 1726 | } |
| 1727 | |
| 1728 | TEST_CASE("RefReshapeRemovalNCHWSecondEndToEnd") |
| 1729 | { |
| 1730 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(defaultBackends, true, false); |
| 1731 | } |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 1732 | |
| 1733 | // BroadcastTo |
| 1734 | TEST_CASE("RefBroadcastToEndToEndFloat32") |
| 1735 | { |
| 1736 | BroadcastToEndToEnd<armnn::DataType::Float32>(defaultBackends); |
| 1737 | } |
| 1738 | |
Idriss Chaouch | 564c13d | 2023-09-01 17:58:38 +0100 | [diff] [blame] | 1739 | TEST_CASE("RefBroadcastToEndToEndWithMultiplicationFloat32") |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 1740 | { |
Idriss Chaouch | 564c13d | 2023-09-01 17:58:38 +0100 | [diff] [blame] | 1741 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 1742 | BinaryOperation::Mul); |
| 1743 | } |
| 1744 | |
| 1745 | TEST_CASE("RefBroadcastToEndToEndWithDivisionFloat32") |
| 1746 | { |
| 1747 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 1748 | BinaryOperation::Div); |
| 1749 | } |
| 1750 | |
| 1751 | TEST_CASE("RefBroadcastToEndToEndWithAdditionFloat32") |
| 1752 | { |
| 1753 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 1754 | BinaryOperation::Add); |
| 1755 | } |
| 1756 | |
| 1757 | TEST_CASE("RefBroadcastToEndToEndWithSubtractionFloat32") |
| 1758 | { |
| 1759 | BroadcastToEndToEndElementWiseBinary<armnn::DataType::Float32>(defaultBackends, |
| 1760 | BinaryOperation::Sub); |
Idriss Chaouch | 98e383e | 2023-08-28 14:28:31 +0100 | [diff] [blame] | 1761 | } |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1762 | } |