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