Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 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 | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 7 | |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 8 | #include <backendsCommon/test/ActivationEndToEndTestImpl.hpp> |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 9 | #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 10 | #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 11 | #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp> |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 12 | #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 14 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 15 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 16 | #include <backendsCommon/test/FillEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 18 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 21 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 22 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 23 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 24 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 25 | #include <doctest/doctest.h> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 26 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 27 | TEST_SUITE("NeonEndToEnd") |
| 28 | { |
| 29 | std::vector<armnn::BackendId> neonDefaultBackends = {armnn::Compute::CpuAcc}; |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 30 | |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 31 | // Abs |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 32 | TEST_CASE("NeonAbsEndToEndTestFloat32") |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 33 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 34 | std::vector<float> expectedOutput = |
| 35 | { |
| 36 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 37 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 38 | }; |
| 39 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 40 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 41 | UnaryOperation::Abs, |
| 42 | expectedOutput); |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 43 | } |
| 44 | |
| 45 | // Constant |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 46 | TEST_CASE("ConstantUsage_Neon_Float32") |
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 | CHECK(ConstantUsageFloat32Test(neonDefaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 49 | } |
| 50 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 51 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 52 | |
| 53 | // This test unit needs the reference backend, it's not available if the reference backend is not built |
| 54 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 55 | TEST_CASE("FallbackToCpuRef") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 56 | { |
| 57 | using namespace armnn; |
| 58 | |
| 59 | // Create runtime in which test will run and allow fallback to CpuRef. |
| 60 | IRuntime::CreationOptions options; |
| 61 | IRuntimePtr runtime(IRuntime::Create(options)); |
| 62 | |
| 63 | // Builds up the structure of the network. |
| 64 | INetworkPtr net(INetwork::Create()); |
| 65 | |
| 66 | IConnectableLayer* input = net->AddInputLayer(0); |
| 67 | |
| 68 | // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. |
| 69 | NormalizationDescriptor descriptor; |
| 70 | IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); |
| 71 | |
| 72 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 73 | |
| 74 | input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| 75 | pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 76 | |
| 77 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 78 | pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 79 | |
| 80 | // optimize the network |
| 81 | std::vector<BackendId> backends = {Compute::CpuAcc, Compute::CpuRef}; |
| 82 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
| 83 | |
| 84 | // Load it into the runtime. It should pass. |
| 85 | NetworkId netId; |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 86 | CHECK(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 87 | } |
| 88 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 89 | #endif |
| 90 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 91 | TEST_CASE("NeonGreaterSimpleEndToEndTest") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 92 | { |
| 93 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 94 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 95 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 96 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 97 | ComparisonOperation::Greater, |
| 98 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 99 | } |
| 100 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 101 | TEST_CASE("NeonGreaterSimpleEndToEndUint8Test") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 102 | { |
| 103 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 104 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 105 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 106 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 107 | ComparisonOperation::Greater, |
| 108 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 109 | } |
| 110 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 111 | TEST_CASE("NeonGreaterBroadcastEndToEndTest") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 112 | { |
| 113 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 114 | 1, 1, 1, 1, 1, 1 }); |
| 115 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 116 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 117 | ComparisonOperation::Greater, |
| 118 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 119 | } |
| 120 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 121 | TEST_CASE("NeonGreaterBroadcastEndToEndUint8Test") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 122 | { |
| 123 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 124 | 1, 1, 1, 1, 1, 1 }); |
| 125 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 126 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 127 | ComparisonOperation::Greater, |
| 128 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 129 | } |
| 130 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 131 | TEST_CASE("NeonConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 132 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 133 | ConcatDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 134 | } |
| 135 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 136 | TEST_CASE("NeonConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 137 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 138 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 139 | } |
| 140 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 141 | TEST_CASE("NeonConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 142 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 143 | ConcatDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 144 | } |
| 145 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 146 | TEST_CASE("NeonConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 147 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 148 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 149 | } |
| 150 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 151 | TEST_CASE("NeonConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 152 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 153 | ConcatDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 154 | } |
| 155 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 156 | TEST_CASE("NeonConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 157 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 158 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 159 | } |
| 160 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 161 | // DepthToSpace |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 162 | TEST_CASE("DephtToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 163 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 164 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 165 | } |
| 166 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 167 | TEST_CASE("DephtToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 168 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 169 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 170 | } |
| 171 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 172 | TEST_CASE("DephtToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 173 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 174 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 175 | } |
| 176 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 177 | TEST_CASE("DephtToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 178 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 179 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 180 | } |
| 181 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 182 | TEST_CASE("DephtToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 183 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 184 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 185 | } |
| 186 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 187 | TEST_CASE("DephtToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 188 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 189 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 190 | } |
| 191 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 192 | TEST_CASE("DephtToSpaceEndToEndNhwcUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 193 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 194 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 195 | } |
| 196 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 197 | TEST_CASE("DephtToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 198 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 199 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 200 | } |
| 201 | |
| 202 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 203 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 204 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 205 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 206 | } |
| 207 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 208 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 209 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 210 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 211 | } |
| 212 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 213 | TEST_CASE("NeonEluEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 214 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 215 | EluEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 216 | } |
| 217 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 218 | TEST_CASE("NeonEluEndToEndTestFloat16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 219 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 220 | EluEndToEndTest<armnn::DataType::Float16>(neonDefaultBackends); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 221 | } |
| 222 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 223 | // HardSwish |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 224 | TEST_CASE("NeonHardSwishEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 225 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 226 | HardSwishEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 227 | } |
| 228 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 229 | TEST_CASE("NeonHardSwishEndToEndTestFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 230 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 231 | HardSwishEndToEndTest<armnn::DataType::Float16>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 232 | } |
| 233 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 234 | TEST_CASE("NeonHardSwishEndToEndTestQAsymmS8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 235 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 236 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 237 | } |
| 238 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 239 | TEST_CASE("NeonHardSwishEndToEndTestQAsymmU8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 240 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 241 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 242 | } |
| 243 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 244 | TEST_CASE("NeonPreluEndToEndFloat32Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 245 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 246 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 247 | } |
| 248 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 249 | TEST_CASE("NeonPreluEndToEndTestUint8Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 250 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 251 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 252 | } |
| 253 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 254 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 255 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 256 | SpaceToDepthNhwcEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 257 | } |
| 258 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 259 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 260 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 261 | SpaceToDepthNchwEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 262 | } |
| 263 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 264 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 265 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 266 | SpaceToDepthNhwcEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 267 | } |
| 268 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 269 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 270 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 271 | SpaceToDepthNchwEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 272 | } |
| 273 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 274 | TEST_CASE("NeonSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 275 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 276 | Splitter1dEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 277 | } |
| 278 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 279 | TEST_CASE("NeonSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 280 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 281 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 282 | } |
| 283 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 284 | TEST_CASE("NeonSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 285 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 286 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 287 | } |
| 288 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 289 | TEST_CASE("NeonSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 290 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 291 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 292 | } |
| 293 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 294 | TEST_CASE("NeonSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 295 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 296 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 297 | } |
| 298 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 299 | TEST_CASE("NeonSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 300 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 301 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 302 | } |
| 303 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 304 | TEST_CASE("NeonSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 305 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 306 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 307 | } |
| 308 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 309 | TEST_CASE("NeonSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 310 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 311 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 312 | } |
| 313 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 314 | TEST_CASE("NeonSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 315 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 316 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 317 | } |
| 318 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 319 | TEST_CASE("NeonSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 320 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 321 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 322 | } |
| 323 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 324 | TEST_CASE("NeonSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 325 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 326 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 327 | } |
| 328 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 329 | TEST_CASE("NeonSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 330 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 331 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 332 | } |
| 333 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 334 | TEST_CASE("NeonSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 335 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 336 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 337 | } |
| 338 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 339 | TEST_CASE("NeonSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 340 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 341 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 342 | } |
| 343 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 344 | TEST_CASE("NeonSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 345 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 346 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 347 | } |
| 348 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 349 | TEST_CASE("NeonSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 350 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 351 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 352 | } |
| 353 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 354 | TEST_CASE("NeonSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 355 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 356 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 357 | } |
| 358 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 359 | TEST_CASE("NeonSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 360 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 361 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 362 | } |
| 363 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 364 | TEST_CASE("NeonSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 365 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 366 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 367 | } |
| 368 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 369 | TEST_CASE("NeonSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 370 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 371 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 372 | } |
| 373 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 374 | TEST_CASE("NeonQuantizedLstmEndToEndTest") |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 375 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 376 | QuantizedLstmEndToEnd(neonDefaultBackends); |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 377 | } |
| 378 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 379 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 380 | { |
| 381 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 382 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 383 | } |
| 384 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 385 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 386 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 387 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 388 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 389 | } |
| 390 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 391 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 392 | { |
| 393 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 394 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 395 | } |
| 396 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 397 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 398 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 399 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 400 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 401 | } |
| 402 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 403 | TEST_CASE("NeonImportNonAlignedInputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 404 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 405 | ImportNonAlignedInputPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 406 | } |
| 407 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 408 | TEST_CASE("NeonExportNonAlignedOutputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 409 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 410 | ExportNonAlignedOutputPointerTest(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 411 | } |
| 412 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 413 | TEST_CASE("NeonImportAlignedPointerTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 414 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 415 | ImportAlignedPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 416 | } |
| 417 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 418 | TEST_CASE("NeonImportOnlyWorkload") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 419 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 420 | ImportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 421 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 422 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 423 | TEST_CASE("NeonExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 424 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 425 | ExportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 426 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 427 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 428 | TEST_CASE("NeonImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 429 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 430 | ImportAndExportWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 431 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 432 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 433 | TEST_CASE("NeonExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 434 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 435 | ExportOutputWithSeveralOutputSlotConnectionsTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 436 | } |
| 437 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 438 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 439 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 440 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 441 | InstanceNormalizationNchwEndToEndTest1(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 442 | } |
| 443 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 444 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 445 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 446 | InstanceNormalizationNchwEndToEndTest2(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 447 | } |
| 448 | |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 449 | // Fill |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 450 | TEST_CASE("NeonFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 451 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 452 | FillEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 453 | } |
| 454 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 455 | TEST_CASE("RefFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 456 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 457 | FillEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 458 | } |
| 459 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 460 | TEST_CASE("NeonFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 461 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 462 | FillEndToEnd<armnn::DataType::Signed32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 463 | } |
| 464 | |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 465 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 466 | TEST_CASE("NeonArgMaxSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 467 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 468 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 469 | } |
| 470 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 471 | TEST_CASE("NeonArgMinSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 472 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 473 | ArgMinEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 474 | } |
| 475 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 476 | TEST_CASE("NeonArgMaxAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 477 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 478 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 479 | } |
| 480 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 481 | TEST_CASE("NeonArgMinAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 482 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 483 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 484 | } |
| 485 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 486 | TEST_CASE("NeonArgMaxAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 487 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 488 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 489 | } |
| 490 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 491 | TEST_CASE("NeonArgMinAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 492 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 493 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 494 | } |
| 495 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 496 | TEST_CASE("NeonArgMaxAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 497 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 498 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 499 | } |
| 500 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 501 | TEST_CASE("NeonArgMinAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 502 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 503 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 504 | } |
| 505 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 506 | TEST_CASE("NeonArgMaxAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 507 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 508 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 509 | } |
| 510 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 511 | TEST_CASE("NeonArgMinAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 512 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 513 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 514 | } |
| 515 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 516 | TEST_CASE("NeonArgMaxSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 517 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 518 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 519 | } |
| 520 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 521 | TEST_CASE("NeonArgMinSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 522 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 523 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 524 | } |
| 525 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 526 | TEST_CASE("NeonArgMaxAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 527 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 528 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 529 | } |
| 530 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 531 | TEST_CASE("NeonArgMinAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 532 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 533 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 534 | } |
| 535 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 536 | TEST_CASE("NeonArgMaxAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 537 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 538 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 539 | } |
| 540 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 541 | TEST_CASE("NeonArgMinAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 542 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 543 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 544 | } |
| 545 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 546 | TEST_CASE("NeonArgMaxAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 547 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 548 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 549 | } |
| 550 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 551 | TEST_CASE("NeonArgMinAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 552 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 553 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 554 | } |
| 555 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 556 | TEST_CASE("NeonArgMaxAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 557 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 558 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 559 | } |
| 560 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 561 | TEST_CASE("NeonArgMinAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 562 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 563 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 564 | } |
| 565 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 566 | TEST_CASE("NeonStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 567 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 568 | StridedSliceInvalidSliceEndToEndTest(neonDefaultBackends); |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 569 | } |
| 570 | |
Colm Donelan | 5511749 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 571 | TEST_CASE("NeonForceImportWithAlignedBuffersEndToEndTest" |
| 572 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 573 | // will always fail. |
| 574 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 575 | { |
| 576 | ForceImportWithAlignedBuffersEndToEndTest(neonDefaultBackends); |
| 577 | } |
| 578 | |
Colm Donelan | 5511749 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 579 | TEST_CASE("NeonForceImportWithMisalignedInputBuffersEndToEndTest" |
| 580 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 581 | // will always fail. |
| 582 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 583 | { |
| 584 | ForceImportWithMisalignedInputBuffersEndToEndTest(neonDefaultBackends); |
| 585 | } |
| 586 | |
Colm Donelan | 5511749 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 587 | TEST_CASE("NeonForceImportWithMisalignedOutputBuffersEndToEndTest" |
| 588 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 589 | // will always fail. |
| 590 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 591 | { |
| 592 | ForceImportWithMisalignedOutputBuffersEndToEndTest(neonDefaultBackends); |
| 593 | } |
| 594 | |
| 595 | TEST_CASE("NeonForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 596 | { |
| 597 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(neonDefaultBackends); |
| 598 | } |
| 599 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 600 | // DISABLED |
| 601 | //TEST_CASE("NeonDetectionPostProcessRegularNmsTest") |
| 602 | //{ |
| 603 | // std::vector<float> boxEncodings({ |
| 604 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 605 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 606 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 607 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 608 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 609 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 610 | // }); |
| 611 | // std::vector<float> scores({ |
| 612 | // 0.0f, 0.9f, 0.8f, |
| 613 | // 0.0f, 0.75f, 0.72f, |
| 614 | // 0.0f, 0.6f, 0.5f, |
| 615 | // 0.0f, 0.93f, 0.95f, |
| 616 | // 0.0f, 0.5f, 0.4f, |
| 617 | // 0.0f, 0.3f, 0.2f |
| 618 | // }); |
| 619 | // std::vector<float> anchors({ |
| 620 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 621 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 622 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 623 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 624 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 625 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 626 | // }); |
| 627 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 628 | // boxEncodings, |
| 629 | // scores, |
| 630 | // anchors); |
| 631 | //} |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 632 | |
| 633 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 634 | { |
| 635 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 636 | { |
| 637 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 638 | } |
| 639 | } |
| 640 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 641 | // DISABLED |
| 642 | //TEST_CASE("NeonDetectionPostProcessRegularNmsUint8Test") |
| 643 | //{ |
| 644 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 645 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 646 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 647 | // |
| 648 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 649 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 650 | // scoresInfo.SetQuantizationScale(0.01f); |
| 651 | // scoresInfo.SetQuantizationOffset(0); |
| 652 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 653 | // anchorsInfo.SetQuantizationOffset(0); |
| 654 | // |
| 655 | // std::vector<float> boxEncodings({ |
| 656 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 657 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 658 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 659 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 660 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 661 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 662 | // }); |
| 663 | // std::vector<float> scores({ |
| 664 | // 0.0f, 0.9f, 0.8f, |
| 665 | // 0.0f, 0.75f, 0.72f, |
| 666 | // 0.0f, 0.6f, 0.5f, |
| 667 | // 0.0f, 0.93f, 0.95f, |
| 668 | // 0.0f, 0.5f, 0.4f, |
| 669 | // 0.0f, 0.3f, 0.2f |
| 670 | // }); |
| 671 | // std::vector<float> anchors({ |
| 672 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 673 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 674 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 675 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 676 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 677 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 678 | // }); |
| 679 | // |
| 680 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 681 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 682 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 683 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 684 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 685 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 686 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 687 | // qScores, qAnchors, |
| 688 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 689 | //} |
| 690 | // |
| 691 | //TEST_CASE("NeonDetectionPostProcessFastNmsTest") |
| 692 | //{ |
| 693 | // std::vector<float> boxEncodings({ |
| 694 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 695 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 696 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 697 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 698 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 699 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 700 | // }); |
| 701 | // std::vector<float> scores({ |
| 702 | // 0.0f, 0.9f, 0.8f, |
| 703 | // 0.0f, 0.75f, 0.72f, |
| 704 | // 0.0f, 0.6f, 0.5f, |
| 705 | // 0.0f, 0.93f, 0.95f, |
| 706 | // 0.0f, 0.5f, 0.4f, |
| 707 | // 0.0f, 0.3f, 0.2f |
| 708 | // }); |
| 709 | // std::vector<float> anchors({ |
| 710 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 711 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 712 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 713 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 714 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 715 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 716 | // }); |
| 717 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 718 | // boxEncodings, |
| 719 | // scores, |
| 720 | // anchors); |
| 721 | //} |
| 722 | // |
| 723 | // DISABLED |
| 724 | //TEST_CASE("NeonDetectionPostProcessFastNmsUint8Test") |
| 725 | //{ |
| 726 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 727 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 728 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 729 | // |
| 730 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 731 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 732 | // scoresInfo.SetQuantizationScale(0.01f); |
| 733 | // scoresInfo.SetQuantizationOffset(0); |
| 734 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 735 | // anchorsInfo.SetQuantizationOffset(0); |
| 736 | // |
| 737 | // std::vector<float> boxEncodings({ |
| 738 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 739 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 740 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 741 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 742 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 743 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 744 | // }); |
| 745 | // std::vector<float> scores({ |
| 746 | // 0.0f, 0.9f, 0.8f, |
| 747 | // 0.0f, 0.75f, 0.72f, |
| 748 | // 0.0f, 0.6f, 0.5f, |
| 749 | // 0.0f, 0.93f, 0.95f, |
| 750 | // 0.0f, 0.5f, 0.4f, |
| 751 | // 0.0f, 0.3f, 0.2f |
| 752 | // }); |
| 753 | // std::vector<float> anchors({ |
| 754 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 755 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 756 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 757 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 758 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 759 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 760 | // }); |
| 761 | // |
| 762 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 763 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 764 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 765 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 766 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 767 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 768 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 769 | // qScores, qAnchors, |
| 770 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 771 | //} |
| 772 | |
| 773 | TEST_CASE("NeonQLstmEndToEndTest") |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 774 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 775 | QLstmEndToEnd(neonDefaultBackends); |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 776 | } |
| 777 | |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 778 | } |