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 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 164 | // Div |
| 165 | TEST_CASE("NeonDivEndToEndTestFloat32") |
| 166 | { |
| 167 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::Div); |
| 168 | } |
| 169 | |
| 170 | // Mul |
| 171 | TEST_CASE("NeonMulEndToEndTestFloat32") |
| 172 | { |
| 173 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::Mul); |
| 174 | } |
| 175 | TEST_CASE("NeonMulEndToEndTestUint8") |
| 176 | { |
| 177 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, BinaryOperation::Mul); |
| 178 | } |
| 179 | |
| 180 | // Sub |
| 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 | // Power |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 191 | TEST_CASE("NeonPowerEndToEndTestFloat32") |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 192 | { |
| 193 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::Power); |
| 194 | } |
| 195 | |
| 196 | // SqDiff |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 197 | TEST_CASE("NeonSquaredDifferenceEndToEndTestFloat32") |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 198 | { |
| 199 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::SqDiff); |
| 200 | } |
| 201 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 202 | TEST_CASE("NeonSquaredDifferenceEndToEndTestUint8") |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 203 | { |
| 204 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, BinaryOperation::SqDiff); |
| 205 | } |
| 206 | |
| 207 | // Batch Mat Mul |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 208 | TEST_CASE("NeonBatchMatMulEndToEndFloat32Test") |
| 209 | { |
| 210 | BatchMatMulEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 211 | } |
| 212 | |
Teresa Charlin | 1fe6c81 | 2022-11-01 15:59:50 +0000 | [diff] [blame] | 213 | TEST_CASE("NeonBatchMatMulEndToEndInt8Test") |
| 214 | { |
| 215 | BatchMatMulEndToEnd<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
| 216 | } |
| 217 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 218 | // Concat |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 219 | TEST_CASE("NeonConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 220 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 221 | ConcatDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 222 | } |
| 223 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 224 | TEST_CASE("NeonConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 225 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 226 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 227 | } |
| 228 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 229 | TEST_CASE("NeonConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 230 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 231 | ConcatDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 232 | } |
| 233 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 234 | TEST_CASE("NeonConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 235 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 236 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 237 | } |
| 238 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 239 | TEST_CASE("NeonConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 240 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 241 | ConcatDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 242 | } |
| 243 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 244 | TEST_CASE("NeonConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 245 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 246 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 247 | } |
| 248 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 249 | // DepthToSpace |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 250 | TEST_CASE("NeonDephtToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 251 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 252 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 253 | } |
| 254 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 255 | TEST_CASE("NeonDephtToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 256 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 257 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 258 | } |
| 259 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 260 | TEST_CASE("NeonDephtToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 261 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 262 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 263 | } |
| 264 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 265 | TEST_CASE("NeonDephtToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 266 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 267 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 268 | } |
| 269 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 270 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 271 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 272 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 273 | } |
| 274 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 275 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 276 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 277 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 278 | } |
| 279 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 280 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 281 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 282 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 283 | } |
| 284 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 285 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 286 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 287 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 288 | } |
| 289 | |
| 290 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 291 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 292 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 293 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 294 | } |
| 295 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 296 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 297 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 298 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 299 | } |
| 300 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 301 | // Activations |
| 302 | // Linear |
| 303 | TEST_CASE("NeonLinearEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 304 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 305 | ActivationEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends, ActivationFunction::Linear); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 306 | } |
| 307 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 308 | // Sigmoid |
| 309 | TEST_CASE("NeonSigmoidEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 310 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 311 | ActivationEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends, ActivationFunction::Sigmoid); |
| 312 | } |
| 313 | |
| 314 | // ReLu |
| 315 | TEST_CASE("NeonReLuEndToEndTestFloat32") |
| 316 | { |
| 317 | ActivationEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends, ActivationFunction::ReLu); |
| 318 | } |
| 319 | |
| 320 | // BoundedReLu |
| 321 | TEST_CASE("NeonBoundedReLuEndToEndTestFloat32") |
| 322 | { |
| 323 | ActivationEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends, ActivationFunction::BoundedReLu); |
| 324 | } |
| 325 | |
| 326 | // LeakyRelu |
| 327 | TEST_CASE("NeonLeakyReluActivationFloat32") |
| 328 | { |
| 329 | ActivationEndToEndTest<DataType::Float32>(neonDefaultBackends, ActivationFunction::LeakyReLu, 1.f, 0, 0.01f); |
| 330 | } |
| 331 | |
| 332 | // Elu |
| 333 | TEST_CASE("NeonEluEndToEndTestFloat32") |
| 334 | { |
| 335 | ActivationEndToEndTest<DataType::Float32>(neonDefaultBackends, ActivationFunction::Elu); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 336 | } |
| 337 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 338 | // HardSwish |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 339 | TEST_CASE("NeonHardSwishEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 340 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 341 | ActivationEndToEndTest<DataType::Float32>(neonDefaultBackends, ActivationFunction::HardSwish); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 342 | } |
| 343 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 344 | // TanH |
| 345 | TEST_CASE("NeonTanHEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 346 | { |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 347 | ActivationEndToEndTest<DataType::Float32>(neonDefaultBackends, ActivationFunction::TanH, 1.f, 0, 2, 3); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 348 | } |
| 349 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 350 | // Prelu |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 351 | TEST_CASE("NeonPreluEndToEndFloat32Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 352 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 353 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 354 | } |
| 355 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 356 | TEST_CASE("NeonPreluEndToEndTestUint8Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 357 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 358 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 359 | } |
| 360 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 361 | // SpaceToDepth |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 362 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 363 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 364 | SpaceToDepthNhwcEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 365 | } |
| 366 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 367 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 368 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 369 | SpaceToDepthNchwEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 370 | } |
| 371 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 372 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 373 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 374 | SpaceToDepthNhwcEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 375 | } |
| 376 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 377 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 378 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 379 | SpaceToDepthNchwEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 380 | } |
| 381 | |
Teresa Charlin | a4b6090 | 2024-02-07 20:55:53 +0000 | [diff] [blame] | 382 | // Split |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 383 | TEST_CASE("NeonSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 384 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 385 | Splitter1dEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 386 | } |
| 387 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 388 | TEST_CASE("NeonSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 389 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 390 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 391 | } |
| 392 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 393 | TEST_CASE("NeonSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 394 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 395 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 396 | } |
| 397 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 398 | TEST_CASE("NeonSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 399 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 400 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 401 | } |
| 402 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 403 | TEST_CASE("NeonSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 404 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 405 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 406 | } |
| 407 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 408 | TEST_CASE("NeonSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 409 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 410 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 411 | } |
| 412 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 413 | TEST_CASE("NeonSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 414 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 415 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 416 | } |
| 417 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 418 | TEST_CASE("NeonSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 419 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 420 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 421 | } |
| 422 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 423 | TEST_CASE("NeonSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 424 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 425 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 426 | } |
| 427 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 428 | TEST_CASE("NeonSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 429 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 430 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 431 | } |
| 432 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 433 | TEST_CASE("NeonSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 434 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 435 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 436 | } |
| 437 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 438 | TEST_CASE("NeonSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 439 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 440 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 441 | } |
| 442 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 443 | TEST_CASE("NeonSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 444 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 445 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 446 | } |
| 447 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 448 | TEST_CASE("NeonSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 449 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 450 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 451 | } |
| 452 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 453 | TEST_CASE("NeonSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 454 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 455 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 456 | } |
| 457 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 458 | TEST_CASE("NeonSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 459 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 460 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 461 | } |
| 462 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 463 | TEST_CASE("NeonSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 464 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 465 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 466 | } |
| 467 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 468 | TEST_CASE("NeonSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 469 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 470 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 471 | } |
| 472 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 473 | TEST_CASE("NeonSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 474 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 475 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 476 | } |
| 477 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 478 | TEST_CASE("NeonSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 479 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 480 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 481 | } |
| 482 | |
David Monahan | 36e6eae | 2023-07-26 18:37:45 +0100 | [diff] [blame] | 483 | // Tile |
| 484 | TEST_CASE("NeonTileEndToEndFloat32") |
| 485 | { |
| 486 | TileEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 487 | } |
| 488 | TEST_CASE("NeonTileEndToEndFloat16") |
| 489 | { |
| 490 | TileEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
| 491 | } |
| 492 | TEST_CASE("NeonTileEndToEndQAsymmS8") |
| 493 | { |
| 494 | TileEndToEnd<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
| 495 | } |
| 496 | TEST_CASE("NeonTileEndToEndQAsymmU8") |
| 497 | { |
| 498 | TileEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
| 499 | } |
| 500 | TEST_CASE("NeonTileEndToEndQSymmS8") |
| 501 | { |
| 502 | TileEndToEnd<armnn::DataType::QSymmS8>(neonDefaultBackends); |
| 503 | } |
| 504 | TEST_CASE("NeonTileEndToEndQSymmS16") |
| 505 | { |
| 506 | TileEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends); |
| 507 | } |
| 508 | TEST_CASE("NeonTileEndToEndSigned32") |
| 509 | { |
| 510 | TileEndToEnd<armnn::DataType::Signed32>(neonDefaultBackends); |
| 511 | } |
| 512 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 513 | TEST_CASE("NeonQuantizedLstmEndToEndTest") |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 514 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 515 | QuantizedLstmEndToEnd(neonDefaultBackends); |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 516 | } |
| 517 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 518 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 519 | { |
| 520 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 521 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 522 | } |
| 523 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 524 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 525 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 526 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 527 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 528 | } |
| 529 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 530 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 531 | { |
| 532 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 533 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 534 | } |
| 535 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 536 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 537 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 538 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 539 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 540 | } |
| 541 | |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 542 | // Transpose |
| 543 | TEST_CASE("NeonTransposeEndToEndTest") |
| 544 | { |
| 545 | TransposeEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 546 | } |
| 547 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 548 | TEST_CASE("NeonImportNonAlignedInputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 549 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 550 | ImportNonAlignedInputPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 551 | } |
| 552 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 553 | TEST_CASE("NeonExportNonAlignedOutputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 554 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 555 | ExportNonAlignedOutputPointerTest(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 556 | } |
| 557 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 558 | TEST_CASE("NeonImportAlignedPointerTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 559 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 560 | ImportAlignedPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 561 | } |
| 562 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 563 | TEST_CASE("NeonImportOnlyWorkload") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 564 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 565 | ImportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 566 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 567 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 568 | TEST_CASE("NeonExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 569 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 570 | ExportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 571 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 572 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 573 | TEST_CASE("NeonImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 574 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 575 | ImportAndExportWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 576 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 577 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 578 | TEST_CASE("NeonExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 579 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 580 | ExportOutputWithSeveralOutputSlotConnectionsTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 581 | } |
| 582 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 583 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 584 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 585 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 586 | InstanceNormalizationNchwEndToEndTest1(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 587 | } |
| 588 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 589 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 590 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 591 | InstanceNormalizationNchwEndToEndTest2(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 592 | } |
| 593 | |
Teresa Charlin | a52bca2 | 2024-02-01 17:36:48 +0000 | [diff] [blame] | 594 | // Pooling 2D |
| 595 | // Average Pool 2D |
| 596 | TEST_CASE("NeonAvgPool2DEndtoEndTestFloat32") |
| 597 | { |
| 598 | AvgPool2dEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 599 | } |
| 600 | |
| 601 | TEST_CASE("NeonAvgPool2DEndtoEndTestFloat16") |
| 602 | { |
| 603 | AvgPool2dEndToEndFloat16<DataType::Float16>(neonDefaultBackends); |
| 604 | } |
| 605 | |
| 606 | TEST_CASE("NeonAvgPool2DIgnoreValueEndtoEndTestFloat32") |
| 607 | { |
| 608 | AvgPool2dEndToEnd<DataType::Float32>(neonDefaultBackends, PaddingMethod::IgnoreValue); |
| 609 | } |
| 610 | |
| 611 | // Max Pool 2D |
| 612 | TEST_CASE("NeonMaxPool2DEndtoEndTestFloat32") |
| 613 | { |
| 614 | MaxPool2dEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 615 | } |
| 616 | |
| 617 | TEST_CASE("NeonMaxPool2DEndtoEndTestFloat16") |
| 618 | { |
| 619 | MaxPool2dEndToEndFloat16<DataType::Float16>(neonDefaultBackends); |
| 620 | } |
| 621 | |
| 622 | TEST_CASE("NeonMaxPool2DIgnoreValueEndtoEndTestFloat32") |
| 623 | { |
| 624 | MaxPool2dEndToEnd<DataType::Float32>(neonDefaultBackends, PaddingMethod::IgnoreValue); |
| 625 | } |
| 626 | |
| 627 | TEST_CASE("NeonMaxPool2DTwoLayerEndtoEndTestFloat32") |
| 628 | { |
| 629 | MaxPool2dTwoLayerEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 630 | } |
| 631 | |
| 632 | TEST_CASE("NeonMaxPool2DThreeLayerEndtoEndTestFloat32") |
| 633 | { |
| 634 | MaxPool2dThreeLayerEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 635 | } |
| 636 | |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 637 | // Fill |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 638 | TEST_CASE("NeonFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 639 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 640 | FillEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 641 | } |
| 642 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 643 | TEST_CASE("NeonFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 644 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 645 | FillEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 646 | } |
| 647 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 648 | TEST_CASE("NeonFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 649 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 650 | FillEndToEnd<armnn::DataType::Signed32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 651 | } |
| 652 | |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 653 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 654 | TEST_CASE("NeonArgMaxSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 655 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 656 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 657 | } |
| 658 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 659 | TEST_CASE("NeonArgMinSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 660 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 661 | ArgMinEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 662 | } |
| 663 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 664 | TEST_CASE("NeonArgMaxAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 665 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 666 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 667 | } |
| 668 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 669 | TEST_CASE("NeonArgMinAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 670 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 671 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 672 | } |
| 673 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 674 | TEST_CASE("NeonArgMaxAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 675 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 676 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 677 | } |
| 678 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 679 | TEST_CASE("NeonArgMinAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 680 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 681 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 682 | } |
| 683 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 684 | TEST_CASE("NeonArgMaxAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 685 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 686 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 687 | } |
| 688 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 689 | TEST_CASE("NeonArgMinAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 690 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 691 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 692 | } |
| 693 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 694 | TEST_CASE("NeonArgMaxAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 695 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 696 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 697 | } |
| 698 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 699 | TEST_CASE("NeonArgMinAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 700 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 701 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 702 | } |
| 703 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 704 | TEST_CASE("NeonArgMaxSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 705 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 706 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 707 | } |
| 708 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 709 | TEST_CASE("NeonArgMinSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 710 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 711 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 712 | } |
| 713 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 714 | TEST_CASE("NeonArgMaxAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 715 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 716 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 717 | } |
| 718 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 719 | TEST_CASE("NeonArgMinAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 720 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 721 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 722 | } |
| 723 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 724 | TEST_CASE("NeonArgMaxAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 725 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 726 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 727 | } |
| 728 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 729 | TEST_CASE("NeonArgMinAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 730 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 731 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 732 | } |
| 733 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 734 | TEST_CASE("NeonArgMaxAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 735 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 736 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 737 | } |
| 738 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 739 | TEST_CASE("NeonArgMinAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 740 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 741 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 742 | } |
| 743 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 744 | TEST_CASE("NeonArgMaxAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 745 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 746 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 747 | } |
| 748 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 749 | TEST_CASE("NeonArgMinAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 750 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 751 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 752 | } |
| 753 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 754 | // Reduce |
| 755 | TEST_CASE("NeonReduceEndToEndTest") |
| 756 | { |
| 757 | ReduceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 758 | } |
| 759 | |
| 760 | TEST_CASE("NeonReduceEndToEndTestFloat16") |
| 761 | { |
| 762 | ReduceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
| 763 | } |
| 764 | |
| 765 | // Reshape |
| 766 | TEST_CASE("NeonReshapeEndToEndTest") |
| 767 | { |
| 768 | ReshapeEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 769 | } |
| 770 | |
| 771 | TEST_CASE("NeonReshapeEndToEndTestFloat16") |
| 772 | { |
| 773 | ReshapeEndToEndFloat16<armnn::DataType::Float16>(neonDefaultBackends); |
| 774 | } |
| 775 | |
Declan-ARM | 5e90b83 | 2024-02-07 13:07:31 +0000 | [diff] [blame] | 776 | TEST_CASE("NeonReshapeEndToEndTestInt32") |
| 777 | { |
| 778 | ReshapeEndToEnd<armnn::DataType::Signed32>(neonDefaultBackends); |
| 779 | } |
| 780 | |
| 781 | TEST_CASE("NeonReshapeEndToEndTestInt16") |
| 782 | { |
| 783 | ReshapeEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends); |
| 784 | } |
| 785 | |
| 786 | TEST_CASE("NeonReshapeEndToEndTestUInt8") |
| 787 | { |
| 788 | ReshapeEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
| 789 | } |
| 790 | |
| 791 | TEST_CASE("NeonReshapeEndToEndTestInt8") |
| 792 | { |
| 793 | ReshapeEndToEnd<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
| 794 | } |
| 795 | |
Teresa Charlin | 28658bc | 2023-12-19 15:49:31 +0000 | [diff] [blame] | 796 | // Resize Bilinear |
| 797 | TEST_CASE("NeonResizeBilinearEndToEndFloatNchwTest") |
| 798 | { |
| 799 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NCHW); |
| 800 | } |
| 801 | |
| 802 | TEST_CASE("NeonResizeBilinearEndToEndFloatNhwcTest") |
| 803 | { |
| 804 | ResizeBilinearEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC); |
| 805 | } |
| 806 | |
| 807 | // Resize NearestNeighbor |
| 808 | TEST_CASE("NeonResizeNearestNeighborEndToEndFloatNchwTest") |
| 809 | { |
| 810 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NCHW); |
| 811 | } |
| 812 | |
| 813 | TEST_CASE("NeonResizeNearestNeighborEndToEndFloatNhwcTest") |
| 814 | { |
| 815 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC); |
| 816 | } |
| 817 | |
| 818 | TEST_CASE("NeonResizeNearestNeighborEndToEndFloatAlignCornersNhwcTest") |
| 819 | { |
| 820 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 821 | } |
| 822 | |
| 823 | TEST_CASE("NeonResizeNearestNeighborEndToEndFloatHalfPixelNhwcTest") |
| 824 | { |
| 825 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 826 | } |
| 827 | |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame] | 828 | // ReverseV2 |
| 829 | TEST_CASE("NeonReverseV2EndToEndTest") |
| 830 | { |
| 831 | ReverseV2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 832 | } |
| 833 | |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 834 | // Slice |
| 835 | TEST_CASE("NeonSliceEndtoEndTestFloat32") |
| 836 | { |
| 837 | SliceEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 838 | } |
| 839 | |
| 840 | TEST_CASE("NeonSliceEndtoEndTestInt32") |
| 841 | { |
| 842 | SliceEndToEnd<DataType::Signed32>(neonDefaultBackends); |
| 843 | } |
| 844 | |
| 845 | TEST_CASE("NeonSliceEndtoEndTestFloat16") |
| 846 | { |
| 847 | SliceEndToEndFloat16<DataType::Float16>(neonDefaultBackends); |
| 848 | } |
| 849 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 850 | TEST_CASE("NeonStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 851 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 852 | StridedSliceInvalidSliceEndToEndTest(neonDefaultBackends); |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 853 | } |
| 854 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 855 | TEST_CASE("NeonForceImportWithAlignedBuffersEndToEndTest" |
| 856 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 857 | // will always fail. |
| 858 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 859 | { |
| 860 | ForceImportWithAlignedBuffersEndToEndTest(neonDefaultBackends); |
| 861 | } |
| 862 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 863 | TEST_CASE("NeonForceImportWithMisalignedInputBuffersEndToEndTest" |
| 864 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 865 | // will always fail. |
| 866 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 867 | { |
| 868 | ForceImportWithMisalignedInputBuffersEndToEndTest(neonDefaultBackends); |
| 869 | } |
| 870 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 871 | TEST_CASE("NeonForceImportWithMisalignedOutputBuffersEndToEndTest" |
| 872 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 873 | // will always fail. |
| 874 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 875 | { |
| 876 | ForceImportWithMisalignedOutputBuffersEndToEndTest(neonDefaultBackends); |
| 877 | } |
| 878 | |
| 879 | TEST_CASE("NeonForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 880 | { |
| 881 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(neonDefaultBackends); |
| 882 | } |
| 883 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 884 | // DISABLED |
| 885 | //TEST_CASE("NeonDetectionPostProcessRegularNmsTest") |
| 886 | //{ |
| 887 | // std::vector<float> boxEncodings({ |
| 888 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 889 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 890 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 891 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 892 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 893 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 894 | // }); |
| 895 | // std::vector<float> scores({ |
| 896 | // 0.0f, 0.9f, 0.8f, |
| 897 | // 0.0f, 0.75f, 0.72f, |
| 898 | // 0.0f, 0.6f, 0.5f, |
| 899 | // 0.0f, 0.93f, 0.95f, |
| 900 | // 0.0f, 0.5f, 0.4f, |
| 901 | // 0.0f, 0.3f, 0.2f |
| 902 | // }); |
| 903 | // std::vector<float> anchors({ |
| 904 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 905 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 906 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 907 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 908 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 909 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 910 | // }); |
| 911 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 912 | // boxEncodings, |
| 913 | // scores, |
| 914 | // anchors); |
| 915 | //} |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 916 | |
| 917 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 918 | { |
| 919 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 920 | { |
| 921 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 922 | } |
| 923 | } |
| 924 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 925 | // DISABLED |
| 926 | //TEST_CASE("NeonDetectionPostProcessRegularNmsUint8Test") |
| 927 | //{ |
| 928 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 929 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 930 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 931 | // |
| 932 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 933 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 934 | // scoresInfo.SetQuantizationScale(0.01f); |
| 935 | // scoresInfo.SetQuantizationOffset(0); |
| 936 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 937 | // anchorsInfo.SetQuantizationOffset(0); |
| 938 | // |
| 939 | // std::vector<float> boxEncodings({ |
| 940 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 941 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 942 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 943 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 944 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 945 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 946 | // }); |
| 947 | // std::vector<float> scores({ |
| 948 | // 0.0f, 0.9f, 0.8f, |
| 949 | // 0.0f, 0.75f, 0.72f, |
| 950 | // 0.0f, 0.6f, 0.5f, |
| 951 | // 0.0f, 0.93f, 0.95f, |
| 952 | // 0.0f, 0.5f, 0.4f, |
| 953 | // 0.0f, 0.3f, 0.2f |
| 954 | // }); |
| 955 | // std::vector<float> anchors({ |
| 956 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 957 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 958 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 959 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 960 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 961 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 962 | // }); |
| 963 | // |
| 964 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 965 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 966 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 967 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 968 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 969 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 970 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 971 | // qScores, qAnchors, |
| 972 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 973 | //} |
| 974 | // |
| 975 | //TEST_CASE("NeonDetectionPostProcessFastNmsTest") |
| 976 | //{ |
| 977 | // std::vector<float> boxEncodings({ |
| 978 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 979 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 980 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 981 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 982 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 983 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 984 | // }); |
| 985 | // std::vector<float> scores({ |
| 986 | // 0.0f, 0.9f, 0.8f, |
| 987 | // 0.0f, 0.75f, 0.72f, |
| 988 | // 0.0f, 0.6f, 0.5f, |
| 989 | // 0.0f, 0.93f, 0.95f, |
| 990 | // 0.0f, 0.5f, 0.4f, |
| 991 | // 0.0f, 0.3f, 0.2f |
| 992 | // }); |
| 993 | // std::vector<float> anchors({ |
| 994 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 995 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 996 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 997 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 998 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 999 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 1000 | // }); |
| 1001 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 1002 | // boxEncodings, |
| 1003 | // scores, |
| 1004 | // anchors); |
| 1005 | //} |
| 1006 | // |
| 1007 | // DISABLED |
| 1008 | //TEST_CASE("NeonDetectionPostProcessFastNmsUint8Test") |
| 1009 | //{ |
| 1010 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 1011 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 1012 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 1013 | // |
| 1014 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 1015 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 1016 | // scoresInfo.SetQuantizationScale(0.01f); |
| 1017 | // scoresInfo.SetQuantizationOffset(0); |
| 1018 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 1019 | // anchorsInfo.SetQuantizationOffset(0); |
| 1020 | // |
| 1021 | // std::vector<float> boxEncodings({ |
| 1022 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 1023 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 1024 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 1025 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 1026 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 1027 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 1028 | // }); |
| 1029 | // std::vector<float> scores({ |
| 1030 | // 0.0f, 0.9f, 0.8f, |
| 1031 | // 0.0f, 0.75f, 0.72f, |
| 1032 | // 0.0f, 0.6f, 0.5f, |
| 1033 | // 0.0f, 0.93f, 0.95f, |
| 1034 | // 0.0f, 0.5f, 0.4f, |
| 1035 | // 0.0f, 0.3f, 0.2f |
| 1036 | // }); |
| 1037 | // std::vector<float> anchors({ |
| 1038 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 1039 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 1040 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 1041 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 1042 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 1043 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 1044 | // }); |
| 1045 | // |
| 1046 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 1047 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 1048 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 1049 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 1050 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 1051 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 1052 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 1053 | // qScores, qAnchors, |
| 1054 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 1055 | //} |
| 1056 | |
| 1057 | TEST_CASE("NeonQLstmEndToEndTest") |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 1058 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1059 | QLstmEndToEnd(neonDefaultBackends); |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 1060 | } |
| 1061 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 1062 | TEST_CASE("NeonReshapeRemovalSimpleCaseEndToEnd") |
| 1063 | { |
| 1064 | ReshapeRemovalEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 1065 | } |
| 1066 | |
| 1067 | TEST_CASE("NeonReshapeRemovalNCHWFirstEndToEnd") |
| 1068 | { |
| 1069 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, false, true); |
| 1070 | } |
| 1071 | |
| 1072 | TEST_CASE("NeonReshapeRemovalNCHWSecondEndToEnd") |
| 1073 | { |
| 1074 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, false, false); |
| 1075 | } |
| 1076 | |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 1077 | } |