Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 1 | // |
Tracy Narine | e7d2785 | 2024-01-26 09:13:19 +0000 | [diff] [blame] | 2 | // Copyright © 2017-2024 Arm Ltd and Contributors. All rights reserved. |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 6 | #include <backendsCommon/test/EndToEndTestImpl.hpp> |
Narumol Prangnawarat | 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> |
Teresa Charlin | a52bca2 | 2024-02-01 17:36:48 +0000 | [diff] [blame^] | 21 | #include "backendsCommon/test/Pooling2dEndToEndTestImpl.hpp" |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 22 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 23 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 24 | #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 25 | #include <backendsCommon/test/ReduceEndToEndTestImpl.hpp> |
| 26 | #include <backendsCommon/test/ReshapeEndToEndTestImpl.hpp> |
Teresa Charlin | 28658bc | 2023-12-19 15:49:31 +0000 | [diff] [blame] | 27 | #include <backendsCommon/test/ResizeEndToEndTestImpl.hpp> |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame] | 28 | #include <backendsCommon/test/ReverseV2EndToEndTestImpl.hpp> |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 29 | #include <backendsCommon/test/SliceEndToEndTestImpl.hpp> |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 30 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 31 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 32 | #include <backendsCommon/test/SubgraphUtilsTest.hpp> |
David Monahan | 36e6eae | 2023-07-26 18:37:45 +0100 | [diff] [blame] | 33 | #include <backendsCommon/test/TileEndToEndTestImpl.hpp> |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 34 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 35 | #include <backendsCommon/test/TransposeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 36 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 37 | #include <doctest/doctest.h> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 38 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 39 | TEST_SUITE("NeonEndToEnd") |
| 40 | { |
| 41 | std::vector<armnn::BackendId> neonDefaultBackends = {armnn::Compute::CpuAcc}; |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 42 | |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 43 | // ElementwiseUnary |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 44 | // Abs |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 45 | TEST_CASE("NeonAbsEndToEndTestFloat32") |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 46 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 47 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 48 | UnaryOperation::Abs); |
| 49 | } |
| 50 | // Rsqrt |
| 51 | TEST_CASE("NeonRsqrtEndToEndTestFloat32") |
| 52 | { |
| 53 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 54 | UnaryOperation::Rsqrt); |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 55 | } |
| 56 | |
| 57 | // Constant |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 58 | TEST_CASE("ConstantUsage_Neon_Float32") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 59 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 60 | CHECK(ConstantUsageFloat32Test(neonDefaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 61 | } |
| 62 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 63 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 64 | |
| 65 | // This test unit needs the reference backend, it's not available if the reference backend is not built |
| 66 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 67 | TEST_CASE("FallbackToCpuRef") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 68 | { |
| 69 | using namespace armnn; |
| 70 | |
| 71 | // Create runtime in which test will run and allow fallback to CpuRef. |
| 72 | IRuntime::CreationOptions options; |
| 73 | IRuntimePtr runtime(IRuntime::Create(options)); |
| 74 | |
| 75 | // Builds up the structure of the network. |
| 76 | INetworkPtr net(INetwork::Create()); |
| 77 | |
| 78 | IConnectableLayer* input = net->AddInputLayer(0); |
| 79 | |
| 80 | // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. |
| 81 | NormalizationDescriptor descriptor; |
| 82 | IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); |
| 83 | |
| 84 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 85 | |
| 86 | input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| 87 | pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 88 | |
| 89 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 90 | pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 91 | |
| 92 | // optimize the network |
| 93 | std::vector<BackendId> backends = {Compute::CpuAcc, Compute::CpuRef}; |
| 94 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
| 95 | |
| 96 | // Load it into the runtime. It should pass. |
| 97 | NetworkId netId; |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 98 | CHECK(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 99 | } |
| 100 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 101 | #endif |
| 102 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 103 | TEST_CASE("NeonGreaterSimpleEndToEndTest") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 104 | { |
| 105 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 106 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 107 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 108 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 109 | ComparisonOperation::Greater, |
| 110 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 111 | } |
| 112 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 113 | TEST_CASE("NeonGreaterSimpleEndToEndUint8Test") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 114 | { |
| 115 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 116 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 117 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 118 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 119 | ComparisonOperation::Greater, |
| 120 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 121 | } |
| 122 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 123 | TEST_CASE("NeonGreaterBroadcastEndToEndTest") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 124 | { |
| 125 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 126 | 1, 1, 1, 1, 1, 1 }); |
| 127 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 128 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 129 | ComparisonOperation::Greater, |
| 130 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 131 | } |
| 132 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 133 | TEST_CASE("NeonGreaterBroadcastEndToEndUint8Test") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 134 | { |
| 135 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 136 | 1, 1, 1, 1, 1, 1 }); |
| 137 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 138 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 139 | ComparisonOperation::Greater, |
| 140 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 141 | } |
| 142 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 143 | // ElementwiseBinary |
| 144 | // Add |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 145 | TEST_CASE("NeonAdditionEndToEndFloat32Test") |
| 146 | { |
| 147 | AdditionEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 148 | } |
| 149 | |
| 150 | TEST_CASE("NeonAdditionEndToEndUint8Test") |
| 151 | { |
| 152 | AdditionEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
| 153 | } |
| 154 | |
Tracy Narine | e7d2785 | 2024-01-26 09:13:19 +0000 | [diff] [blame] | 155 | TEST_CASE("NeonAdditionEndToEndFloat32Simple3DTest") |
| 156 | { |
| 157 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::Add); |
| 158 | } |
| 159 | TEST_CASE("NeonAdditionEndToEndFloat16Simple3DTest") |
| 160 | { |
| 161 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, BinaryOperation::Add); |
| 162 | } |
| 163 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 164 | // Power |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 165 | TEST_CASE("NeonPowerEndToEndTestFloat32") |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 166 | { |
| 167 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::Power); |
| 168 | } |
| 169 | |
| 170 | // SqDiff |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 171 | TEST_CASE("NeonSquaredDifferenceEndToEndTestFloat32") |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 172 | { |
| 173 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::SqDiff); |
| 174 | } |
| 175 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 176 | TEST_CASE("NeonSquaredDifferenceEndToEndTestUint8") |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 177 | { |
| 178 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, BinaryOperation::SqDiff); |
| 179 | } |
| 180 | |
John Mcloughlin | 829e13e | 2024-01-31 11:00:27 +0000 | [diff] [blame] | 181 | TEST_CASE("NeonSubtractionEndToEndFloat32Simple3DTest") |
| 182 | { |
| 183 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::Sub); |
| 184 | } |
| 185 | TEST_CASE("NeonSubtractionEndToEndFloat16Simple3DTest") |
| 186 | { |
| 187 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, BinaryOperation::Sub); |
| 188 | } |
| 189 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 190 | // Batch Mat Mul |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 191 | TEST_CASE("NeonBatchMatMulEndToEndFloat32Test") |
| 192 | { |
| 193 | BatchMatMulEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 194 | } |
| 195 | |
Teresa Charlin | 1fe6c81 | 2022-11-01 15:59:50 +0000 | [diff] [blame] | 196 | TEST_CASE("NeonBatchMatMulEndToEndInt8Test") |
| 197 | { |
| 198 | BatchMatMulEndToEnd<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
| 199 | } |
| 200 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 201 | // Concat |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 202 | TEST_CASE("NeonConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 203 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 204 | ConcatDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 205 | } |
| 206 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 207 | TEST_CASE("NeonConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 208 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 209 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 210 | } |
| 211 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 212 | TEST_CASE("NeonConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 213 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 214 | ConcatDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 215 | } |
| 216 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 217 | TEST_CASE("NeonConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 218 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 219 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 220 | } |
| 221 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 222 | TEST_CASE("NeonConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 223 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 224 | ConcatDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 225 | } |
| 226 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 227 | TEST_CASE("NeonConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 228 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 229 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 230 | } |
| 231 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 232 | // DepthToSpace |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 233 | TEST_CASE("NeonDephtToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 234 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 235 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 236 | } |
| 237 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 238 | TEST_CASE("NeonDephtToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 239 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 240 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 241 | } |
| 242 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 243 | TEST_CASE("NeonDephtToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 244 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 245 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 246 | } |
| 247 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 248 | TEST_CASE("NeonDephtToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 249 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 250 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 251 | } |
| 252 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 253 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 254 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 255 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 256 | } |
| 257 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 258 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 259 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 260 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 261 | } |
| 262 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 263 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 264 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 265 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 266 | } |
| 267 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 268 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 269 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 270 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 271 | } |
| 272 | |
| 273 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 274 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 275 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 276 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 277 | } |
| 278 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 279 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 280 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 281 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 282 | } |
| 283 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 284 | TEST_CASE("NeonEluEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 285 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 286 | EluEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 287 | } |
| 288 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 289 | TEST_CASE("NeonEluEndToEndTestFloat16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 290 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 291 | EluEndToEndTest<armnn::DataType::Float16>(neonDefaultBackends); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 292 | } |
| 293 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 294 | // HardSwish |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 295 | TEST_CASE("NeonHardSwishEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 296 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 297 | HardSwishEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 298 | } |
| 299 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 300 | TEST_CASE("NeonHardSwishEndToEndTestFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 301 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 302 | HardSwishEndToEndTest<armnn::DataType::Float16>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 303 | } |
| 304 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 305 | TEST_CASE("NeonHardSwishEndToEndTestQAsymmS8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 306 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 307 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 308 | } |
| 309 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 310 | TEST_CASE("NeonHardSwishEndToEndTestQAsymmU8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 311 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 312 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 313 | } |
| 314 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 315 | TEST_CASE("NeonPreluEndToEndFloat32Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 316 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 317 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 318 | } |
| 319 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 320 | TEST_CASE("NeonPreluEndToEndTestUint8Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 321 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 322 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 323 | } |
| 324 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 325 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 326 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 327 | SpaceToDepthNhwcEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 328 | } |
| 329 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 330 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 331 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 332 | SpaceToDepthNchwEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 333 | } |
| 334 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 335 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 336 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 337 | SpaceToDepthNhwcEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 338 | } |
| 339 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 340 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 341 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 342 | SpaceToDepthNchwEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 343 | } |
| 344 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 345 | TEST_CASE("NeonSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 346 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 347 | Splitter1dEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 348 | } |
| 349 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 350 | TEST_CASE("NeonSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 351 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 352 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 353 | } |
| 354 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 355 | TEST_CASE("NeonSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 356 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 357 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 358 | } |
| 359 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 360 | TEST_CASE("NeonSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 361 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 362 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 363 | } |
| 364 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 365 | TEST_CASE("NeonSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 366 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 367 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 368 | } |
| 369 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 370 | TEST_CASE("NeonSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 371 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 372 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 373 | } |
| 374 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 375 | TEST_CASE("NeonSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 376 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 377 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 378 | } |
| 379 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 380 | TEST_CASE("NeonSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 381 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 382 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 383 | } |
| 384 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 385 | TEST_CASE("NeonSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 386 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 387 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 388 | } |
| 389 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 390 | TEST_CASE("NeonSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 391 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 392 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 393 | } |
| 394 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 395 | TEST_CASE("NeonSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 396 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 397 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 398 | } |
| 399 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 400 | TEST_CASE("NeonSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 401 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 402 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 403 | } |
| 404 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 405 | TEST_CASE("NeonSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 406 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 407 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 408 | } |
| 409 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 410 | TEST_CASE("NeonSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 411 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 412 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 413 | } |
| 414 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 415 | TEST_CASE("NeonSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 416 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 417 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 418 | } |
| 419 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 420 | TEST_CASE("NeonSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 421 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 422 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 423 | } |
| 424 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 425 | TEST_CASE("NeonSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 426 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 427 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 428 | } |
| 429 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 430 | TEST_CASE("NeonSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 431 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 432 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 433 | } |
| 434 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 435 | TEST_CASE("NeonSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 436 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 437 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 438 | } |
| 439 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 440 | TEST_CASE("NeonSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 441 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 442 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 443 | } |
| 444 | |
David Monahan | 36e6eae | 2023-07-26 18:37:45 +0100 | [diff] [blame] | 445 | // Tile |
| 446 | TEST_CASE("NeonTileEndToEndFloat32") |
| 447 | { |
| 448 | TileEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 449 | } |
| 450 | TEST_CASE("NeonTileEndToEndFloat16") |
| 451 | { |
| 452 | TileEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
| 453 | } |
| 454 | TEST_CASE("NeonTileEndToEndQAsymmS8") |
| 455 | { |
| 456 | TileEndToEnd<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
| 457 | } |
| 458 | TEST_CASE("NeonTileEndToEndQAsymmU8") |
| 459 | { |
| 460 | TileEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
| 461 | } |
| 462 | TEST_CASE("NeonTileEndToEndQSymmS8") |
| 463 | { |
| 464 | TileEndToEnd<armnn::DataType::QSymmS8>(neonDefaultBackends); |
| 465 | } |
| 466 | TEST_CASE("NeonTileEndToEndQSymmS16") |
| 467 | { |
| 468 | TileEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends); |
| 469 | } |
| 470 | TEST_CASE("NeonTileEndToEndSigned32") |
| 471 | { |
| 472 | TileEndToEnd<armnn::DataType::Signed32>(neonDefaultBackends); |
| 473 | } |
| 474 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 475 | TEST_CASE("NeonQuantizedLstmEndToEndTest") |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 476 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 477 | QuantizedLstmEndToEnd(neonDefaultBackends); |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 478 | } |
| 479 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 480 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 481 | { |
| 482 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 483 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 484 | } |
| 485 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 486 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 487 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 488 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 489 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 490 | } |
| 491 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 492 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 493 | { |
| 494 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 495 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 496 | } |
| 497 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 498 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 499 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 500 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 501 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 502 | } |
| 503 | |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 504 | // Transpose |
| 505 | TEST_CASE("NeonTransposeEndToEndTest") |
| 506 | { |
| 507 | TransposeEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 508 | } |
| 509 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 510 | TEST_CASE("NeonImportNonAlignedInputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 511 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 512 | ImportNonAlignedInputPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 513 | } |
| 514 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 515 | TEST_CASE("NeonExportNonAlignedOutputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 516 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 517 | ExportNonAlignedOutputPointerTest(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 518 | } |
| 519 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 520 | TEST_CASE("NeonImportAlignedPointerTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 521 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 522 | ImportAlignedPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 523 | } |
| 524 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 525 | TEST_CASE("NeonImportOnlyWorkload") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 526 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 527 | ImportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 528 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 529 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 530 | TEST_CASE("NeonExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 531 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 532 | ExportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 533 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 534 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 535 | TEST_CASE("NeonImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 536 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 537 | ImportAndExportWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 538 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 539 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 540 | TEST_CASE("NeonExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 541 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 542 | ExportOutputWithSeveralOutputSlotConnectionsTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 543 | } |
| 544 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 545 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 546 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 547 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 548 | InstanceNormalizationNchwEndToEndTest1(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 549 | } |
| 550 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 551 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 552 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 553 | InstanceNormalizationNchwEndToEndTest2(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 554 | } |
| 555 | |
Teresa Charlin | a52bca2 | 2024-02-01 17:36:48 +0000 | [diff] [blame^] | 556 | // Pooling 2D |
| 557 | // Average Pool 2D |
| 558 | TEST_CASE("NeonAvgPool2DEndtoEndTestFloat32") |
| 559 | { |
| 560 | AvgPool2dEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 561 | } |
| 562 | |
| 563 | TEST_CASE("NeonAvgPool2DEndtoEndTestFloat16") |
| 564 | { |
| 565 | AvgPool2dEndToEndFloat16<DataType::Float16>(neonDefaultBackends); |
| 566 | } |
| 567 | |
| 568 | TEST_CASE("NeonAvgPool2DIgnoreValueEndtoEndTestFloat32") |
| 569 | { |
| 570 | AvgPool2dEndToEnd<DataType::Float32>(neonDefaultBackends, PaddingMethod::IgnoreValue); |
| 571 | } |
| 572 | |
| 573 | // Max Pool 2D |
| 574 | TEST_CASE("NeonMaxPool2DEndtoEndTestFloat32") |
| 575 | { |
| 576 | MaxPool2dEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 577 | } |
| 578 | |
| 579 | TEST_CASE("NeonMaxPool2DEndtoEndTestFloat16") |
| 580 | { |
| 581 | MaxPool2dEndToEndFloat16<DataType::Float16>(neonDefaultBackends); |
| 582 | } |
| 583 | |
| 584 | TEST_CASE("NeonMaxPool2DIgnoreValueEndtoEndTestFloat32") |
| 585 | { |
| 586 | MaxPool2dEndToEnd<DataType::Float32>(neonDefaultBackends, PaddingMethod::IgnoreValue); |
| 587 | } |
| 588 | |
| 589 | TEST_CASE("NeonMaxPool2DTwoLayerEndtoEndTestFloat32") |
| 590 | { |
| 591 | MaxPool2dTwoLayerEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 592 | } |
| 593 | |
| 594 | TEST_CASE("NeonMaxPool2DThreeLayerEndtoEndTestFloat32") |
| 595 | { |
| 596 | MaxPool2dThreeLayerEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 597 | } |
| 598 | |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 599 | // Fill |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 600 | TEST_CASE("NeonFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 601 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 602 | FillEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 603 | } |
| 604 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 605 | TEST_CASE("NeonFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 606 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 607 | FillEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 608 | } |
| 609 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 610 | TEST_CASE("NeonFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 611 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 612 | FillEndToEnd<armnn::DataType::Signed32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 613 | } |
| 614 | |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 615 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 616 | TEST_CASE("NeonArgMaxSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 617 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 618 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 619 | } |
| 620 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 621 | TEST_CASE("NeonArgMinSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 622 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 623 | ArgMinEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 624 | } |
| 625 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 626 | TEST_CASE("NeonArgMaxAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 627 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 628 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 629 | } |
| 630 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 631 | TEST_CASE("NeonArgMinAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 632 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 633 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 634 | } |
| 635 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 636 | TEST_CASE("NeonArgMaxAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 637 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 638 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 639 | } |
| 640 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 641 | TEST_CASE("NeonArgMinAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 642 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 643 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 644 | } |
| 645 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 646 | TEST_CASE("NeonArgMaxAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 647 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 648 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 649 | } |
| 650 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 651 | TEST_CASE("NeonArgMinAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 652 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 653 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 654 | } |
| 655 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 656 | TEST_CASE("NeonArgMaxAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 657 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 658 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 659 | } |
| 660 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 661 | TEST_CASE("NeonArgMinAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 662 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 663 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 664 | } |
| 665 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 666 | TEST_CASE("NeonArgMaxSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 667 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 668 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 669 | } |
| 670 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 671 | TEST_CASE("NeonArgMinSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 672 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 673 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 674 | } |
| 675 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 676 | TEST_CASE("NeonArgMaxAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 677 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 678 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 679 | } |
| 680 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 681 | TEST_CASE("NeonArgMinAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 682 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 683 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 684 | } |
| 685 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 686 | TEST_CASE("NeonArgMaxAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 687 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 688 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 689 | } |
| 690 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 691 | TEST_CASE("NeonArgMinAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 692 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 693 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 694 | } |
| 695 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 696 | TEST_CASE("NeonArgMaxAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 697 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 698 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 699 | } |
| 700 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 701 | TEST_CASE("NeonArgMinAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 702 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 703 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 704 | } |
| 705 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 706 | TEST_CASE("NeonArgMaxAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 707 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 708 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 709 | } |
| 710 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 711 | TEST_CASE("NeonArgMinAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 712 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 713 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 714 | } |
| 715 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 716 | // Reduce |
| 717 | TEST_CASE("NeonReduceEndToEndTest") |
| 718 | { |
| 719 | ReduceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 720 | } |
| 721 | |
| 722 | TEST_CASE("NeonReduceEndToEndTestFloat16") |
| 723 | { |
| 724 | ReduceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
| 725 | } |
| 726 | |
| 727 | // Reshape |
| 728 | TEST_CASE("NeonReshapeEndToEndTest") |
| 729 | { |
| 730 | ReshapeEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 731 | } |
| 732 | |
| 733 | TEST_CASE("NeonReshapeEndToEndTestFloat16") |
| 734 | { |
| 735 | ReshapeEndToEndFloat16<armnn::DataType::Float16>(neonDefaultBackends); |
| 736 | } |
| 737 | |
Teresa Charlin | 28658bc | 2023-12-19 15:49:31 +0000 | [diff] [blame] | 738 | // Resize Bilinear |
| 739 | TEST_CASE("NeonResizeBilinearEndToEndFloatNchwTest") |
| 740 | { |
| 741 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NCHW); |
| 742 | } |
| 743 | |
| 744 | TEST_CASE("NeonResizeBilinearEndToEndFloatNhwcTest") |
| 745 | { |
| 746 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC); |
| 747 | } |
| 748 | |
| 749 | // Resize NearestNeighbor |
| 750 | TEST_CASE("NeonResizeNearestNeighborEndToEndFloatNchwTest") |
| 751 | { |
| 752 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NCHW); |
| 753 | } |
| 754 | |
| 755 | TEST_CASE("NeonResizeNearestNeighborEndToEndFloatNhwcTest") |
| 756 | { |
| 757 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC); |
| 758 | } |
| 759 | |
| 760 | TEST_CASE("NeonResizeNearestNeighborEndToEndFloatAlignCornersNhwcTest") |
| 761 | { |
| 762 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 763 | } |
| 764 | |
| 765 | TEST_CASE("NeonResizeNearestNeighborEndToEndFloatHalfPixelNhwcTest") |
| 766 | { |
| 767 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 768 | } |
| 769 | |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame] | 770 | // ReverseV2 |
| 771 | TEST_CASE("NeonReverseV2EndToEndTest") |
| 772 | { |
| 773 | ReverseV2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 774 | } |
| 775 | |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 776 | // Slice |
| 777 | TEST_CASE("NeonSliceEndtoEndTestFloat32") |
| 778 | { |
| 779 | SliceEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 780 | } |
| 781 | |
| 782 | TEST_CASE("NeonSliceEndtoEndTestInt32") |
| 783 | { |
| 784 | SliceEndToEnd<DataType::Signed32>(neonDefaultBackends); |
| 785 | } |
| 786 | |
| 787 | TEST_CASE("NeonSliceEndtoEndTestFloat16") |
| 788 | { |
| 789 | SliceEndToEndFloat16<DataType::Float16>(neonDefaultBackends); |
| 790 | } |
| 791 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 792 | TEST_CASE("NeonStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 793 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 794 | StridedSliceInvalidSliceEndToEndTest(neonDefaultBackends); |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 795 | } |
| 796 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 797 | TEST_CASE("NeonForceImportWithAlignedBuffersEndToEndTest" |
| 798 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 799 | // will always fail. |
| 800 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 801 | { |
| 802 | ForceImportWithAlignedBuffersEndToEndTest(neonDefaultBackends); |
| 803 | } |
| 804 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 805 | TEST_CASE("NeonForceImportWithMisalignedInputBuffersEndToEndTest" |
| 806 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 807 | // will always fail. |
| 808 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 809 | { |
| 810 | ForceImportWithMisalignedInputBuffersEndToEndTest(neonDefaultBackends); |
| 811 | } |
| 812 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 813 | TEST_CASE("NeonForceImportWithMisalignedOutputBuffersEndToEndTest" |
| 814 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 815 | // will always fail. |
| 816 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 817 | { |
| 818 | ForceImportWithMisalignedOutputBuffersEndToEndTest(neonDefaultBackends); |
| 819 | } |
| 820 | |
| 821 | TEST_CASE("NeonForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 822 | { |
| 823 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(neonDefaultBackends); |
| 824 | } |
| 825 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 826 | // DISABLED |
| 827 | //TEST_CASE("NeonDetectionPostProcessRegularNmsTest") |
| 828 | //{ |
| 829 | // std::vector<float> boxEncodings({ |
| 830 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 831 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 832 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 833 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 834 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 835 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 836 | // }); |
| 837 | // std::vector<float> scores({ |
| 838 | // 0.0f, 0.9f, 0.8f, |
| 839 | // 0.0f, 0.75f, 0.72f, |
| 840 | // 0.0f, 0.6f, 0.5f, |
| 841 | // 0.0f, 0.93f, 0.95f, |
| 842 | // 0.0f, 0.5f, 0.4f, |
| 843 | // 0.0f, 0.3f, 0.2f |
| 844 | // }); |
| 845 | // std::vector<float> anchors({ |
| 846 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 847 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 848 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 849 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 850 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 851 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 852 | // }); |
| 853 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 854 | // boxEncodings, |
| 855 | // scores, |
| 856 | // anchors); |
| 857 | //} |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 858 | |
| 859 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 860 | { |
| 861 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 862 | { |
| 863 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 864 | } |
| 865 | } |
| 866 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 867 | // DISABLED |
| 868 | //TEST_CASE("NeonDetectionPostProcessRegularNmsUint8Test") |
| 869 | //{ |
| 870 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 871 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 872 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 873 | // |
| 874 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 875 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 876 | // scoresInfo.SetQuantizationScale(0.01f); |
| 877 | // scoresInfo.SetQuantizationOffset(0); |
| 878 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 879 | // anchorsInfo.SetQuantizationOffset(0); |
| 880 | // |
| 881 | // std::vector<float> boxEncodings({ |
| 882 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 883 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 884 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 885 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 886 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 887 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 888 | // }); |
| 889 | // std::vector<float> scores({ |
| 890 | // 0.0f, 0.9f, 0.8f, |
| 891 | // 0.0f, 0.75f, 0.72f, |
| 892 | // 0.0f, 0.6f, 0.5f, |
| 893 | // 0.0f, 0.93f, 0.95f, |
| 894 | // 0.0f, 0.5f, 0.4f, |
| 895 | // 0.0f, 0.3f, 0.2f |
| 896 | // }); |
| 897 | // std::vector<float> anchors({ |
| 898 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 899 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 900 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 901 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 902 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 903 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 904 | // }); |
| 905 | // |
| 906 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 907 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 908 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 909 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 910 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 911 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 912 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 913 | // qScores, qAnchors, |
| 914 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 915 | //} |
| 916 | // |
| 917 | //TEST_CASE("NeonDetectionPostProcessFastNmsTest") |
| 918 | //{ |
| 919 | // std::vector<float> boxEncodings({ |
| 920 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 921 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 922 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 923 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 924 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 925 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 926 | // }); |
| 927 | // std::vector<float> scores({ |
| 928 | // 0.0f, 0.9f, 0.8f, |
| 929 | // 0.0f, 0.75f, 0.72f, |
| 930 | // 0.0f, 0.6f, 0.5f, |
| 931 | // 0.0f, 0.93f, 0.95f, |
| 932 | // 0.0f, 0.5f, 0.4f, |
| 933 | // 0.0f, 0.3f, 0.2f |
| 934 | // }); |
| 935 | // std::vector<float> anchors({ |
| 936 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 937 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 938 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 939 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 940 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 941 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 942 | // }); |
| 943 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 944 | // boxEncodings, |
| 945 | // scores, |
| 946 | // anchors); |
| 947 | //} |
| 948 | // |
| 949 | // DISABLED |
| 950 | //TEST_CASE("NeonDetectionPostProcessFastNmsUint8Test") |
| 951 | //{ |
| 952 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 953 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 954 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 955 | // |
| 956 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 957 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 958 | // scoresInfo.SetQuantizationScale(0.01f); |
| 959 | // scoresInfo.SetQuantizationOffset(0); |
| 960 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 961 | // anchorsInfo.SetQuantizationOffset(0); |
| 962 | // |
| 963 | // std::vector<float> boxEncodings({ |
| 964 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 965 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 966 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 967 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 968 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 969 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 970 | // }); |
| 971 | // std::vector<float> scores({ |
| 972 | // 0.0f, 0.9f, 0.8f, |
| 973 | // 0.0f, 0.75f, 0.72f, |
| 974 | // 0.0f, 0.6f, 0.5f, |
| 975 | // 0.0f, 0.93f, 0.95f, |
| 976 | // 0.0f, 0.5f, 0.4f, |
| 977 | // 0.0f, 0.3f, 0.2f |
| 978 | // }); |
| 979 | // std::vector<float> anchors({ |
| 980 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 981 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 982 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 983 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 984 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 985 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 986 | // }); |
| 987 | // |
| 988 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 989 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 990 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 991 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 992 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 993 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 994 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 995 | // qScores, qAnchors, |
| 996 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 997 | //} |
| 998 | |
| 999 | TEST_CASE("NeonQLstmEndToEndTest") |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 1000 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1001 | QLstmEndToEnd(neonDefaultBackends); |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 1002 | } |
| 1003 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 1004 | TEST_CASE("NeonReshapeRemovalSimpleCaseEndToEnd") |
| 1005 | { |
| 1006 | ReshapeRemovalEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 1007 | } |
| 1008 | |
| 1009 | TEST_CASE("NeonReshapeRemovalNCHWFirstEndToEnd") |
| 1010 | { |
| 1011 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, false, true); |
| 1012 | } |
| 1013 | |
| 1014 | TEST_CASE("NeonReshapeRemovalNCHWSecondEndToEnd") |
| 1015 | { |
| 1016 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, false, false); |
| 1017 | } |
| 1018 | |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 1019 | } |