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 | 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> |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 9 | #include <backendsCommon/test/AdditionEndToEndTestImpl.hpp> |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 10 | #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp> |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 11 | #include <backendsCommon/test/BatchMatMulEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 12 | #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp> |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 14 | #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 15 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 16 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame^] | 17 | #include <backendsCommon/test/ElementwiseBinaryEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 18 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/FillEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 21 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 22 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 23 | #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 24 | #include <backendsCommon/test/ReduceEndToEndTestImpl.hpp> |
| 25 | #include <backendsCommon/test/ReshapeEndToEndTestImpl.hpp> |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 26 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 27 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 28 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 29 | #include <backendsCommon/test/TransposeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 30 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 31 | #include <doctest/doctest.h> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 32 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 33 | TEST_SUITE("NeonEndToEnd") |
| 34 | { |
| 35 | std::vector<armnn::BackendId> neonDefaultBackends = {armnn::Compute::CpuAcc}; |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 36 | |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 37 | // ElementwiseUnary |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 38 | // Abs |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 39 | TEST_CASE("NeonAbsEndToEndTestFloat32") |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 40 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 41 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 42 | UnaryOperation::Abs); |
| 43 | } |
| 44 | // Rsqrt |
| 45 | TEST_CASE("NeonRsqrtEndToEndTestFloat32") |
| 46 | { |
| 47 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 48 | UnaryOperation::Rsqrt); |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 49 | } |
| 50 | |
| 51 | // Constant |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 52 | TEST_CASE("ConstantUsage_Neon_Float32") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 53 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 54 | CHECK(ConstantUsageFloat32Test(neonDefaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 55 | } |
| 56 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 57 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 58 | |
| 59 | // This test unit needs the reference backend, it's not available if the reference backend is not built |
| 60 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 61 | TEST_CASE("FallbackToCpuRef") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 62 | { |
| 63 | using namespace armnn; |
| 64 | |
| 65 | // Create runtime in which test will run and allow fallback to CpuRef. |
| 66 | IRuntime::CreationOptions options; |
| 67 | IRuntimePtr runtime(IRuntime::Create(options)); |
| 68 | |
| 69 | // Builds up the structure of the network. |
| 70 | INetworkPtr net(INetwork::Create()); |
| 71 | |
| 72 | IConnectableLayer* input = net->AddInputLayer(0); |
| 73 | |
| 74 | // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. |
| 75 | NormalizationDescriptor descriptor; |
| 76 | IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); |
| 77 | |
| 78 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 79 | |
| 80 | input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| 81 | pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 82 | |
| 83 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 84 | pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 85 | |
| 86 | // optimize the network |
| 87 | std::vector<BackendId> backends = {Compute::CpuAcc, Compute::CpuRef}; |
| 88 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
| 89 | |
| 90 | // Load it into the runtime. It should pass. |
| 91 | NetworkId netId; |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 92 | CHECK(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 93 | } |
| 94 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 95 | #endif |
| 96 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 97 | TEST_CASE("NeonGreaterSimpleEndToEndTest") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 98 | { |
| 99 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 100 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 101 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 102 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 103 | ComparisonOperation::Greater, |
| 104 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 105 | } |
| 106 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 107 | TEST_CASE("NeonGreaterSimpleEndToEndUint8Test") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 108 | { |
| 109 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 110 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 111 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 112 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 113 | ComparisonOperation::Greater, |
| 114 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 115 | } |
| 116 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 117 | TEST_CASE("NeonGreaterBroadcastEndToEndTest") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 118 | { |
| 119 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 120 | 1, 1, 1, 1, 1, 1 }); |
| 121 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 122 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 123 | ComparisonOperation::Greater, |
| 124 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 125 | } |
| 126 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 127 | TEST_CASE("NeonGreaterBroadcastEndToEndUint8Test") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 128 | { |
| 129 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 130 | 1, 1, 1, 1, 1, 1 }); |
| 131 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 132 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 133 | ComparisonOperation::Greater, |
| 134 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 135 | } |
| 136 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame^] | 137 | // ElementwiseBinary |
| 138 | // Add |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 139 | TEST_CASE("NeonAdditionEndToEndFloat32Test") |
| 140 | { |
| 141 | AdditionEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 142 | } |
| 143 | |
| 144 | TEST_CASE("NeonAdditionEndToEndUint8Test") |
| 145 | { |
| 146 | AdditionEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
| 147 | } |
| 148 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame^] | 149 | // Power |
| 150 | TEST_CASE("RefPowerEndToEndTestFloat32") |
| 151 | { |
| 152 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::Power); |
| 153 | } |
| 154 | |
| 155 | // SqDiff |
| 156 | TEST_CASE("RefSquaredDifferenceEndToEndTestFloat32") |
| 157 | { |
| 158 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::SqDiff); |
| 159 | } |
| 160 | |
| 161 | TEST_CASE("RefSquaredDifferenceEndToEndTestUint8") |
| 162 | { |
| 163 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, BinaryOperation::SqDiff); |
| 164 | } |
| 165 | |
| 166 | // Batch Mat Mul |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 167 | TEST_CASE("NeonBatchMatMulEndToEndFloat32Test") |
| 168 | { |
| 169 | BatchMatMulEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 170 | } |
| 171 | |
Teresa Charlin | 1fe6c81 | 2022-11-01 15:59:50 +0000 | [diff] [blame] | 172 | TEST_CASE("NeonBatchMatMulEndToEndInt8Test") |
| 173 | { |
| 174 | BatchMatMulEndToEnd<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
| 175 | } |
| 176 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame^] | 177 | // Concat |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 178 | TEST_CASE("NeonConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 179 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 180 | ConcatDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 181 | } |
| 182 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 183 | TEST_CASE("NeonConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 184 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 185 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 186 | } |
| 187 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 188 | TEST_CASE("NeonConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 189 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 190 | ConcatDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 191 | } |
| 192 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 193 | TEST_CASE("NeonConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 194 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 195 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 196 | } |
| 197 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 198 | TEST_CASE("NeonConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 199 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 200 | ConcatDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 201 | } |
| 202 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 203 | TEST_CASE("NeonConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 204 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 205 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 206 | } |
| 207 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 208 | // DepthToSpace |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 209 | TEST_CASE("NeonDephtToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 210 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 211 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 212 | } |
| 213 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 214 | TEST_CASE("NeonDephtToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 215 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 216 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 217 | } |
| 218 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 219 | TEST_CASE("NeonDephtToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 220 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 221 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 222 | } |
| 223 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 224 | TEST_CASE("NeonDephtToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 225 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 226 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 227 | } |
| 228 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 229 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 230 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 231 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 232 | } |
| 233 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 234 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 235 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 236 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 237 | } |
| 238 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 239 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 240 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 241 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 242 | } |
| 243 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 244 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 245 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 246 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 247 | } |
| 248 | |
| 249 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 250 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 251 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 252 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 253 | } |
| 254 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 255 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 256 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 257 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 258 | } |
| 259 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 260 | TEST_CASE("NeonEluEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 261 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 262 | EluEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 263 | } |
| 264 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 265 | TEST_CASE("NeonEluEndToEndTestFloat16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 266 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 267 | EluEndToEndTest<armnn::DataType::Float16>(neonDefaultBackends); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 268 | } |
| 269 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 270 | // HardSwish |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 271 | TEST_CASE("NeonHardSwishEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 272 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 273 | HardSwishEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 274 | } |
| 275 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 276 | TEST_CASE("NeonHardSwishEndToEndTestFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 277 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 278 | HardSwishEndToEndTest<armnn::DataType::Float16>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 279 | } |
| 280 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 281 | TEST_CASE("NeonHardSwishEndToEndTestQAsymmS8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 282 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 283 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 284 | } |
| 285 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 286 | TEST_CASE("NeonHardSwishEndToEndTestQAsymmU8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 287 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 288 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 289 | } |
| 290 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 291 | TEST_CASE("NeonPreluEndToEndFloat32Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 292 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 293 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 294 | } |
| 295 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 296 | TEST_CASE("NeonPreluEndToEndTestUint8Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 297 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 298 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 299 | } |
| 300 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 301 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 302 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 303 | SpaceToDepthNhwcEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 304 | } |
| 305 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 306 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 307 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 308 | SpaceToDepthNchwEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 309 | } |
| 310 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 311 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 312 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 313 | SpaceToDepthNhwcEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 314 | } |
| 315 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 316 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 317 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 318 | SpaceToDepthNchwEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 319 | } |
| 320 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 321 | TEST_CASE("NeonSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 322 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 323 | Splitter1dEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 324 | } |
| 325 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 326 | TEST_CASE("NeonSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 327 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 328 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 329 | } |
| 330 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 331 | TEST_CASE("NeonSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 332 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 333 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 334 | } |
| 335 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 336 | TEST_CASE("NeonSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 337 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 338 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 339 | } |
| 340 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 341 | TEST_CASE("NeonSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 342 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 343 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 344 | } |
| 345 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 346 | TEST_CASE("NeonSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 347 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 348 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 349 | } |
| 350 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 351 | TEST_CASE("NeonSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 352 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 353 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 354 | } |
| 355 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 356 | TEST_CASE("NeonSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 357 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 358 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 359 | } |
| 360 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 361 | TEST_CASE("NeonSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 362 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 363 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 364 | } |
| 365 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 366 | TEST_CASE("NeonSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 367 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 368 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 369 | } |
| 370 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 371 | TEST_CASE("NeonSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 372 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 373 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 374 | } |
| 375 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 376 | TEST_CASE("NeonSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 377 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 378 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 379 | } |
| 380 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 381 | TEST_CASE("NeonSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 382 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 383 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 384 | } |
| 385 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 386 | TEST_CASE("NeonSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 387 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 388 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 389 | } |
| 390 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 391 | TEST_CASE("NeonSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 392 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 393 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 394 | } |
| 395 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 396 | TEST_CASE("NeonSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 397 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 398 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 399 | } |
| 400 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 401 | TEST_CASE("NeonSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 402 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 403 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 404 | } |
| 405 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 406 | TEST_CASE("NeonSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 407 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 408 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 409 | } |
| 410 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 411 | TEST_CASE("NeonSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 412 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 413 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 414 | } |
| 415 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 416 | TEST_CASE("NeonSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 417 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 418 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 419 | } |
| 420 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 421 | TEST_CASE("NeonQuantizedLstmEndToEndTest") |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 422 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 423 | QuantizedLstmEndToEnd(neonDefaultBackends); |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 424 | } |
| 425 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 426 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 427 | { |
| 428 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 429 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 430 | } |
| 431 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 432 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 433 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 434 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 435 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 436 | } |
| 437 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 438 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 439 | { |
| 440 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 441 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 442 | } |
| 443 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 444 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 445 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 446 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 447 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 448 | } |
| 449 | |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 450 | // Transpose |
| 451 | TEST_CASE("NeonTransposeEndToEndTest") |
| 452 | { |
| 453 | TransposeEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 454 | } |
| 455 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 456 | TEST_CASE("NeonImportNonAlignedInputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 457 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 458 | ImportNonAlignedInputPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 459 | } |
| 460 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 461 | TEST_CASE("NeonExportNonAlignedOutputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 462 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 463 | ExportNonAlignedOutputPointerTest(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 464 | } |
| 465 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 466 | TEST_CASE("NeonImportAlignedPointerTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 467 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 468 | ImportAlignedPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 469 | } |
| 470 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 471 | TEST_CASE("NeonImportOnlyWorkload") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 472 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 473 | ImportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 474 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 475 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 476 | TEST_CASE("NeonExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 477 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 478 | ExportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 479 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 480 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 481 | TEST_CASE("NeonImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 482 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 483 | ImportAndExportWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 484 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 485 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 486 | TEST_CASE("NeonExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 487 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 488 | ExportOutputWithSeveralOutputSlotConnectionsTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 489 | } |
| 490 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 491 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 492 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 493 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 494 | InstanceNormalizationNchwEndToEndTest1(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 495 | } |
| 496 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 497 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 498 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 499 | InstanceNormalizationNchwEndToEndTest2(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 500 | } |
| 501 | |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 502 | // Fill |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 503 | TEST_CASE("NeonFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 504 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 505 | FillEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 506 | } |
| 507 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 508 | TEST_CASE("NeonFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 509 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 510 | FillEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 511 | } |
| 512 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 513 | TEST_CASE("NeonFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 514 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 515 | FillEndToEnd<armnn::DataType::Signed32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 516 | } |
| 517 | |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 518 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 519 | TEST_CASE("NeonArgMaxSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 520 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 521 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 522 | } |
| 523 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 524 | TEST_CASE("NeonArgMinSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 525 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 526 | ArgMinEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 527 | } |
| 528 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 529 | TEST_CASE("NeonArgMaxAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 530 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 531 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 532 | } |
| 533 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 534 | TEST_CASE("NeonArgMinAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 535 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 536 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 537 | } |
| 538 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 539 | TEST_CASE("NeonArgMaxAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 540 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 541 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 542 | } |
| 543 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 544 | TEST_CASE("NeonArgMinAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 545 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 546 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 547 | } |
| 548 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 549 | TEST_CASE("NeonArgMaxAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 550 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 551 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 552 | } |
| 553 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 554 | TEST_CASE("NeonArgMinAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 555 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 556 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 557 | } |
| 558 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 559 | TEST_CASE("NeonArgMaxAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 560 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 561 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 562 | } |
| 563 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 564 | TEST_CASE("NeonArgMinAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 565 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 566 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 567 | } |
| 568 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 569 | TEST_CASE("NeonArgMaxSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 570 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 571 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 572 | } |
| 573 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 574 | TEST_CASE("NeonArgMinSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 575 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 576 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 577 | } |
| 578 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 579 | TEST_CASE("NeonArgMaxAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 580 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 581 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 582 | } |
| 583 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 584 | TEST_CASE("NeonArgMinAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 585 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 586 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 587 | } |
| 588 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 589 | TEST_CASE("NeonArgMaxAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 590 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 591 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 592 | } |
| 593 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 594 | TEST_CASE("NeonArgMinAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 595 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 596 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 597 | } |
| 598 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 599 | TEST_CASE("NeonArgMaxAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 600 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 601 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 602 | } |
| 603 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 604 | TEST_CASE("NeonArgMinAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 605 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 606 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 607 | } |
| 608 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 609 | TEST_CASE("NeonArgMaxAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 610 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 611 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 612 | } |
| 613 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 614 | TEST_CASE("NeonArgMinAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 615 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 616 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 617 | } |
| 618 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 619 | // Reduce |
| 620 | TEST_CASE("NeonReduceEndToEndTest") |
| 621 | { |
| 622 | ReduceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 623 | } |
| 624 | |
| 625 | TEST_CASE("NeonReduceEndToEndTestFloat16") |
| 626 | { |
| 627 | ReduceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
| 628 | } |
| 629 | |
| 630 | // Reshape |
| 631 | TEST_CASE("NeonReshapeEndToEndTest") |
| 632 | { |
| 633 | ReshapeEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 634 | } |
| 635 | |
| 636 | TEST_CASE("NeonReshapeEndToEndTestFloat16") |
| 637 | { |
| 638 | ReshapeEndToEndFloat16<armnn::DataType::Float16>(neonDefaultBackends); |
| 639 | } |
| 640 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 641 | TEST_CASE("NeonStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 642 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 643 | StridedSliceInvalidSliceEndToEndTest(neonDefaultBackends); |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 644 | } |
| 645 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 646 | TEST_CASE("NeonForceImportWithAlignedBuffersEndToEndTest" |
| 647 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 648 | // will always fail. |
| 649 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 650 | { |
| 651 | ForceImportWithAlignedBuffersEndToEndTest(neonDefaultBackends); |
| 652 | } |
| 653 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 654 | TEST_CASE("NeonForceImportWithMisalignedInputBuffersEndToEndTest" |
| 655 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 656 | // will always fail. |
| 657 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 658 | { |
| 659 | ForceImportWithMisalignedInputBuffersEndToEndTest(neonDefaultBackends); |
| 660 | } |
| 661 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 662 | TEST_CASE("NeonForceImportWithMisalignedOutputBuffersEndToEndTest" |
| 663 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 664 | // will always fail. |
| 665 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 666 | { |
| 667 | ForceImportWithMisalignedOutputBuffersEndToEndTest(neonDefaultBackends); |
| 668 | } |
| 669 | |
| 670 | TEST_CASE("NeonForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 671 | { |
| 672 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(neonDefaultBackends); |
| 673 | } |
| 674 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 675 | // DISABLED |
| 676 | //TEST_CASE("NeonDetectionPostProcessRegularNmsTest") |
| 677 | //{ |
| 678 | // std::vector<float> boxEncodings({ |
| 679 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 680 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 681 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 682 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 683 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 684 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 685 | // }); |
| 686 | // std::vector<float> scores({ |
| 687 | // 0.0f, 0.9f, 0.8f, |
| 688 | // 0.0f, 0.75f, 0.72f, |
| 689 | // 0.0f, 0.6f, 0.5f, |
| 690 | // 0.0f, 0.93f, 0.95f, |
| 691 | // 0.0f, 0.5f, 0.4f, |
| 692 | // 0.0f, 0.3f, 0.2f |
| 693 | // }); |
| 694 | // std::vector<float> anchors({ |
| 695 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 696 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 697 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 698 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 699 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 700 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 701 | // }); |
| 702 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 703 | // boxEncodings, |
| 704 | // scores, |
| 705 | // anchors); |
| 706 | //} |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 707 | |
| 708 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 709 | { |
| 710 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 711 | { |
| 712 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 713 | } |
| 714 | } |
| 715 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 716 | // DISABLED |
| 717 | //TEST_CASE("NeonDetectionPostProcessRegularNmsUint8Test") |
| 718 | //{ |
| 719 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 720 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 721 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 722 | // |
| 723 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 724 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 725 | // scoresInfo.SetQuantizationScale(0.01f); |
| 726 | // scoresInfo.SetQuantizationOffset(0); |
| 727 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 728 | // anchorsInfo.SetQuantizationOffset(0); |
| 729 | // |
| 730 | // std::vector<float> boxEncodings({ |
| 731 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 732 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 733 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 734 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 735 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 736 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 737 | // }); |
| 738 | // std::vector<float> scores({ |
| 739 | // 0.0f, 0.9f, 0.8f, |
| 740 | // 0.0f, 0.75f, 0.72f, |
| 741 | // 0.0f, 0.6f, 0.5f, |
| 742 | // 0.0f, 0.93f, 0.95f, |
| 743 | // 0.0f, 0.5f, 0.4f, |
| 744 | // 0.0f, 0.3f, 0.2f |
| 745 | // }); |
| 746 | // std::vector<float> anchors({ |
| 747 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 748 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 749 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 750 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 751 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 752 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 753 | // }); |
| 754 | // |
| 755 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 756 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 757 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 758 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 759 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 760 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 761 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 762 | // qScores, qAnchors, |
| 763 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 764 | //} |
| 765 | // |
| 766 | //TEST_CASE("NeonDetectionPostProcessFastNmsTest") |
| 767 | //{ |
| 768 | // std::vector<float> boxEncodings({ |
| 769 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 770 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 771 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 772 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 773 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 774 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 775 | // }); |
| 776 | // std::vector<float> scores({ |
| 777 | // 0.0f, 0.9f, 0.8f, |
| 778 | // 0.0f, 0.75f, 0.72f, |
| 779 | // 0.0f, 0.6f, 0.5f, |
| 780 | // 0.0f, 0.93f, 0.95f, |
| 781 | // 0.0f, 0.5f, 0.4f, |
| 782 | // 0.0f, 0.3f, 0.2f |
| 783 | // }); |
| 784 | // std::vector<float> anchors({ |
| 785 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 786 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 787 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 788 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 789 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 790 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 791 | // }); |
| 792 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 793 | // boxEncodings, |
| 794 | // scores, |
| 795 | // anchors); |
| 796 | //} |
| 797 | // |
| 798 | // DISABLED |
| 799 | //TEST_CASE("NeonDetectionPostProcessFastNmsUint8Test") |
| 800 | //{ |
| 801 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 802 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 803 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 804 | // |
| 805 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 806 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 807 | // scoresInfo.SetQuantizationScale(0.01f); |
| 808 | // scoresInfo.SetQuantizationOffset(0); |
| 809 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 810 | // anchorsInfo.SetQuantizationOffset(0); |
| 811 | // |
| 812 | // std::vector<float> boxEncodings({ |
| 813 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 814 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 815 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 816 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 817 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 818 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 819 | // }); |
| 820 | // std::vector<float> scores({ |
| 821 | // 0.0f, 0.9f, 0.8f, |
| 822 | // 0.0f, 0.75f, 0.72f, |
| 823 | // 0.0f, 0.6f, 0.5f, |
| 824 | // 0.0f, 0.93f, 0.95f, |
| 825 | // 0.0f, 0.5f, 0.4f, |
| 826 | // 0.0f, 0.3f, 0.2f |
| 827 | // }); |
| 828 | // std::vector<float> anchors({ |
| 829 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 830 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 831 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 832 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 833 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 834 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 835 | // }); |
| 836 | // |
| 837 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 838 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 839 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 840 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 841 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 842 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 843 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 844 | // qScores, qAnchors, |
| 845 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 846 | //} |
| 847 | |
| 848 | TEST_CASE("NeonQLstmEndToEndTest") |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 849 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 850 | QLstmEndToEnd(neonDefaultBackends); |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 851 | } |
| 852 | |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 853 | } |