Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 2 | // Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved. |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 6 | #include <backendsCommon/test/EndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 7 | |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 8 | #include <backendsCommon/test/ActivationEndToEndTestImpl.hpp> |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 9 | #include <backendsCommon/test/AdditionEndToEndTestImpl.hpp> |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 10 | #include <backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp> |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 11 | #include <backendsCommon/test/BatchMatMulEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 12 | #include <backendsCommon/test/ComparisonEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 13 | #include <backendsCommon/test/ConcatEndToEndTestImpl.hpp> |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 14 | #include <backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 15 | #include <backendsCommon/test/DequantizeEndToEndTestImpl.hpp> |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 16 | #include <backendsCommon/test/DetectionPostProcessEndToEndTestImpl.hpp> |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/ElementwiseBinaryEndToEndTestImpl.hpp> |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 18 | #include <backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp> |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/FillEndToEndTestImpl.hpp> |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 20 | #include <backendsCommon/test/InstanceNormalizationEndToEndTestImpl.hpp> |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 21 | #include <backendsCommon/test/PreluEndToEndTestImpl.hpp> |
James Conroy | 0800bf5 | 2020-05-14 12:46:44 +0100 | [diff] [blame] | 22 | #include <backendsCommon/test/QLstmEndToEndTestImpl.hpp> |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 23 | #include <backendsCommon/test/QuantizedLstmEndToEndTestImpl.hpp> |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 24 | #include <backendsCommon/test/ReduceEndToEndTestImpl.hpp> |
| 25 | #include <backendsCommon/test/ReshapeEndToEndTestImpl.hpp> |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame^] | 26 | #include <backendsCommon/test/ReverseV2EndToEndTestImpl.hpp> |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 27 | #include <backendsCommon/test/SliceEndToEndTestImpl.hpp> |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 28 | #include <backendsCommon/test/SpaceToDepthEndToEndTestImpl.hpp> |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 29 | #include <backendsCommon/test/SplitterEndToEndTestImpl.hpp> |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 30 | #include <backendsCommon/test/SubgraphUtilsTest.hpp> |
David Monahan | 36e6eae | 2023-07-26 18:37:45 +0100 | [diff] [blame] | 31 | #include <backendsCommon/test/TileEndToEndTestImpl.hpp> |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 32 | #include <backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp> |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 33 | #include <backendsCommon/test/TransposeEndToEndTestImpl.hpp> |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 34 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 35 | #include <doctest/doctest.h> |
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 | TEST_SUITE("NeonEndToEnd") |
| 38 | { |
| 39 | std::vector<armnn::BackendId> neonDefaultBackends = {armnn::Compute::CpuAcc}; |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 40 | |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 41 | // ElementwiseUnary |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 42 | // Abs |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 43 | TEST_CASE("NeonAbsEndToEndTestFloat32") |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 44 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 45 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 46 | UnaryOperation::Abs); |
| 47 | } |
| 48 | // Rsqrt |
| 49 | TEST_CASE("NeonRsqrtEndToEndTestFloat32") |
| 50 | { |
| 51 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 52 | UnaryOperation::Rsqrt); |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 53 | } |
| 54 | |
| 55 | // Constant |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 56 | TEST_CASE("ConstantUsage_Neon_Float32") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 57 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 58 | CHECK(ConstantUsageFloat32Test(neonDefaultBackends)); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 59 | } |
| 60 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 61 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 62 | |
| 63 | // This test unit needs the reference backend, it's not available if the reference backend is not built |
| 64 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 65 | TEST_CASE("FallbackToCpuRef") |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 66 | { |
| 67 | using namespace armnn; |
| 68 | |
| 69 | // Create runtime in which test will run and allow fallback to CpuRef. |
| 70 | IRuntime::CreationOptions options; |
| 71 | IRuntimePtr runtime(IRuntime::Create(options)); |
| 72 | |
| 73 | // Builds up the structure of the network. |
| 74 | INetworkPtr net(INetwork::Create()); |
| 75 | |
| 76 | IConnectableLayer* input = net->AddInputLayer(0); |
| 77 | |
| 78 | // This layer configuration isn't supported by CpuAcc but we allow fallback to CpuRef so it shoud pass. |
| 79 | NormalizationDescriptor descriptor; |
| 80 | IConnectableLayer* pooling = net->AddNormalizationLayer(descriptor); |
| 81 | |
| 82 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 83 | |
| 84 | input->GetOutputSlot(0).Connect(pooling->GetInputSlot(0)); |
| 85 | pooling->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 86 | |
| 87 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 88 | pooling->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 89 | |
| 90 | // optimize the network |
| 91 | std::vector<BackendId> backends = {Compute::CpuAcc, Compute::CpuRef}; |
| 92 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
| 93 | |
| 94 | // Load it into the runtime. It should pass. |
| 95 | NetworkId netId; |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 96 | CHECK(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Aron Virginas-Tar | 7010400 | 2018-10-24 15:33:28 +0100 | [diff] [blame] | 97 | } |
| 98 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 99 | #endif |
| 100 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 101 | TEST_CASE("NeonGreaterSimpleEndToEndTest") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 102 | { |
| 103 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 104 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 105 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 106 | ComparisonSimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 107 | ComparisonOperation::Greater, |
| 108 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 109 | } |
| 110 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 111 | TEST_CASE("NeonGreaterSimpleEndToEndUint8Test") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 112 | { |
| 113 | const std::vector<uint8_t> expectedOutput({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 114 | 0, 0, 0, 0, 0, 0, 0, 0 }); |
| 115 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 116 | ComparisonSimpleEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 117 | ComparisonOperation::Greater, |
| 118 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 119 | } |
| 120 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 121 | TEST_CASE("NeonGreaterBroadcastEndToEndTest") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 122 | { |
| 123 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 124 | 1, 1, 1, 1, 1, 1 }); |
| 125 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 126 | ComparisonBroadcastEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 127 | ComparisonOperation::Greater, |
| 128 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 129 | } |
| 130 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 131 | TEST_CASE("NeonGreaterBroadcastEndToEndUint8Test") |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 132 | { |
| 133 | const std::vector<uint8_t> expectedOutput({ 0, 1, 0, 0, 0, 1, |
| 134 | 1, 1, 1, 1, 1, 1 }); |
| 135 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 136 | ComparisonBroadcastEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 137 | ComparisonOperation::Greater, |
| 138 | expectedOutput); |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 139 | } |
| 140 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 141 | // ElementwiseBinary |
| 142 | // Add |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 143 | TEST_CASE("NeonAdditionEndToEndFloat32Test") |
| 144 | { |
| 145 | AdditionEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 146 | } |
| 147 | |
| 148 | TEST_CASE("NeonAdditionEndToEndUint8Test") |
| 149 | { |
| 150 | AdditionEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
| 151 | } |
| 152 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 153 | // Power |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 154 | TEST_CASE("NeonPowerEndToEndTestFloat32") |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 155 | { |
| 156 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::Power); |
| 157 | } |
| 158 | |
| 159 | // SqDiff |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 160 | TEST_CASE("NeonSquaredDifferenceEndToEndTestFloat32") |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 161 | { |
| 162 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, BinaryOperation::SqDiff); |
| 163 | } |
| 164 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 165 | TEST_CASE("NeonSquaredDifferenceEndToEndTestUint8") |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 166 | { |
| 167 | ElementwiseBinarySimpleEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, BinaryOperation::SqDiff); |
| 168 | } |
| 169 | |
| 170 | // Batch Mat Mul |
Teresa Charlin | a38da59 | 2022-10-31 22:09:23 +0000 | [diff] [blame] | 171 | TEST_CASE("NeonBatchMatMulEndToEndFloat32Test") |
| 172 | { |
| 173 | BatchMatMulEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 174 | } |
| 175 | |
Teresa Charlin | 1fe6c81 | 2022-11-01 15:59:50 +0000 | [diff] [blame] | 176 | TEST_CASE("NeonBatchMatMulEndToEndInt8Test") |
| 177 | { |
| 178 | BatchMatMulEndToEnd<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
| 179 | } |
| 180 | |
John Mcloughlin | 34c1c38 | 2023-05-17 15:08:36 +0100 | [diff] [blame] | 181 | // Concat |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 182 | TEST_CASE("NeonConcatEndToEndDim0Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 183 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 184 | ConcatDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 185 | } |
| 186 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 187 | TEST_CASE("NeonConcatEndToEndDim0Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 188 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 189 | ConcatDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 190 | } |
| 191 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 192 | TEST_CASE("NeonConcatEndToEndDim1Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 193 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 194 | ConcatDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 195 | } |
| 196 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 197 | TEST_CASE("NeonConcatEndToEndDim1Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 198 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 199 | ConcatDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 200 | } |
| 201 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 202 | TEST_CASE("NeonConcatEndToEndDim3Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 203 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 204 | ConcatDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 205 | } |
| 206 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 207 | TEST_CASE("NeonConcatEndToEndDim3Uint8Test") |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 208 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 209 | ConcatDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
narpra01 | b9546cf | 2018-11-20 15:21:28 +0000 | [diff] [blame] | 210 | } |
| 211 | |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 212 | // DepthToSpace |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 213 | TEST_CASE("NeonDephtToSpaceEndToEndNchwFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 214 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 215 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 216 | } |
| 217 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 218 | TEST_CASE("NeonDephtToSpaceEndToEndNchwFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 219 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 220 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 221 | } |
| 222 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 223 | TEST_CASE("NeonDephtToSpaceEndToEndNchwUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 224 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 225 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 226 | } |
| 227 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 228 | TEST_CASE("NeonDephtToSpaceEndToEndNchwInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 229 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 230 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NCHW); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 231 | } |
| 232 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 233 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcFloat32") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 234 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 235 | DepthToSpaceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 236 | } |
| 237 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 238 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcFloat16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 239 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 240 | DepthToSpaceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 241 | } |
| 242 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 243 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcUint8") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 244 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 245 | DepthToSpaceEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 246 | } |
| 247 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 248 | TEST_CASE("NeonDephtToSpaceEndToEndNhwcInt16") |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 249 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 250 | DepthToSpaceEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends, armnn::DataLayout::NHWC); |
Aron Virginas-Tar | f97f6da | 2019-10-01 18:35:44 +0100 | [diff] [blame] | 251 | } |
| 252 | |
| 253 | // Dequantize |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 254 | TEST_CASE("DequantizeEndToEndSimpleTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 255 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 256 | DequantizeEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 257 | } |
| 258 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 259 | TEST_CASE("DequantizeEndToEndOffsetTest") |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 260 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 261 | DequantizeEndToEndOffset<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 8c7324d | 2019-05-31 16:42:11 +0100 | [diff] [blame] | 262 | } |
| 263 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 264 | TEST_CASE("NeonEluEndToEndTestFloat32") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 265 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 266 | EluEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 267 | } |
| 268 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 269 | TEST_CASE("NeonEluEndToEndTestFloat16") |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 270 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 271 | EluEndToEndTest<armnn::DataType::Float16>(neonDefaultBackends); |
Jan Eilers | bca73e1 | 2020-03-11 12:52:46 +0000 | [diff] [blame] | 272 | } |
| 273 | |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 274 | // HardSwish |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 275 | TEST_CASE("NeonHardSwishEndToEndTestFloat32") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 276 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 277 | HardSwishEndToEndTest<armnn::DataType::Float32>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 278 | } |
| 279 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 280 | TEST_CASE("NeonHardSwishEndToEndTestFloat16") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 281 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 282 | HardSwishEndToEndTest<armnn::DataType::Float16>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 283 | } |
| 284 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 285 | TEST_CASE("NeonHardSwishEndToEndTestQAsymmS8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 286 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 287 | HardSwishEndToEndTest<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 288 | } |
| 289 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 290 | TEST_CASE("NeonHardSwishEndToEndTestQAsymmU8") |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 291 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 292 | HardSwishEndToEndTest<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Jan Eilers | a83af7b | 2020-03-18 15:58:11 +0000 | [diff] [blame] | 293 | } |
| 294 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 295 | TEST_CASE("NeonPreluEndToEndFloat32Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 296 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 297 | PreluEndToEndNegativeTest<armnn::DataType::Float32>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 298 | } |
| 299 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 300 | TEST_CASE("NeonPreluEndToEndTestUint8Test") |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 301 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 302 | PreluEndToEndPositiveTest<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Nikhil Raj | 1c8adac | 2019-07-22 11:27:29 +0100 | [diff] [blame] | 303 | } |
| 304 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 305 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 306 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 307 | SpaceToDepthNhwcEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 308 | } |
| 309 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 310 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest1") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 311 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 312 | SpaceToDepthNchwEndToEndTest1(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 313 | } |
| 314 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 315 | TEST_CASE("NeonSpaceToDepthNhwcEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 316 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 317 | SpaceToDepthNhwcEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 318 | } |
| 319 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 320 | TEST_CASE("NeonSpaceToDepthNchwEndToEndTest2") |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 321 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 322 | SpaceToDepthNchwEndToEndTest2(neonDefaultBackends); |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 323 | } |
| 324 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 325 | TEST_CASE("NeonSplitter1dEndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 326 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 327 | Splitter1dEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 328 | } |
| 329 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 330 | TEST_CASE("NeonSplitter1dEndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 331 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 332 | Splitter1dEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 333 | } |
| 334 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 335 | TEST_CASE("NeonSplitter2dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 336 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 337 | Splitter2dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 338 | } |
| 339 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 340 | TEST_CASE("NeonSplitter2dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 341 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 342 | Splitter2dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 343 | } |
| 344 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 345 | TEST_CASE("NeonSplitter2dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 346 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 347 | Splitter2dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 348 | } |
| 349 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 350 | TEST_CASE("NeonSplitter2dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 351 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 352 | Splitter2dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 353 | } |
| 354 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 355 | TEST_CASE("NeonSplitter3dDim0EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 356 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 357 | Splitter3dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 358 | } |
| 359 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 360 | TEST_CASE("NeonSplitter3dDim1EndToEndTest") |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 361 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 362 | Splitter3dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 363 | } |
| 364 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 365 | TEST_CASE("NeonSplitter3dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 366 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 367 | Splitter3dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 368 | } |
| 369 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 370 | TEST_CASE("NeonSplitter3dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 371 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 372 | Splitter3dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 373 | } |
| 374 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 375 | TEST_CASE("NeonSplitter3dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 376 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 377 | Splitter3dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 378 | } |
| 379 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 380 | TEST_CASE("NeonSplitter3dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 381 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 382 | Splitter3dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 383 | } |
| 384 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 385 | TEST_CASE("NeonSplitter4dDim0EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 386 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 387 | Splitter4dDim0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 388 | } |
| 389 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 390 | TEST_CASE("NeonSplitter4dDim1EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 391 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 392 | Splitter4dDim1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 393 | } |
| 394 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 395 | TEST_CASE("NeonSplitter4dDim2EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 396 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 397 | Splitter4dDim2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 398 | } |
| 399 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 400 | TEST_CASE("NeonSplitter4dDim3EndToEndTest") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 401 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 402 | Splitter4dDim3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 403 | } |
| 404 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 405 | TEST_CASE("NeonSplitter4dDim0EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 406 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 407 | Splitter4dDim0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 408 | } |
| 409 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 410 | TEST_CASE("NeonSplitter4dDim1EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 411 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 412 | Splitter4dDim1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 413 | } |
| 414 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 415 | TEST_CASE("NeonSplitter4dDim2EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 416 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 417 | Splitter4dDim2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 418 | } |
| 419 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 420 | TEST_CASE("NeonSplitter4dDim3EndToEndUint8Test") |
Narumol Prangnawarat | 0f072ab | 2019-05-29 14:12:46 +0100 | [diff] [blame] | 421 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 422 | Splitter4dDim3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Narumol Prangnawarat | 0be4338 | 2019-05-27 11:29:59 +0100 | [diff] [blame] | 423 | } |
| 424 | |
David Monahan | 36e6eae | 2023-07-26 18:37:45 +0100 | [diff] [blame] | 425 | // Tile |
| 426 | TEST_CASE("NeonTileEndToEndFloat32") |
| 427 | { |
| 428 | TileEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 429 | } |
| 430 | TEST_CASE("NeonTileEndToEndFloat16") |
| 431 | { |
| 432 | TileEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
| 433 | } |
| 434 | TEST_CASE("NeonTileEndToEndQAsymmS8") |
| 435 | { |
| 436 | TileEndToEnd<armnn::DataType::QAsymmS8>(neonDefaultBackends); |
| 437 | } |
| 438 | TEST_CASE("NeonTileEndToEndQAsymmU8") |
| 439 | { |
| 440 | TileEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
| 441 | } |
| 442 | TEST_CASE("NeonTileEndToEndQSymmS8") |
| 443 | { |
| 444 | TileEndToEnd<armnn::DataType::QSymmS8>(neonDefaultBackends); |
| 445 | } |
| 446 | TEST_CASE("NeonTileEndToEndQSymmS16") |
| 447 | { |
| 448 | TileEndToEnd<armnn::DataType::QSymmS16>(neonDefaultBackends); |
| 449 | } |
| 450 | TEST_CASE("NeonTileEndToEndSigned32") |
| 451 | { |
| 452 | TileEndToEnd<armnn::DataType::Signed32>(neonDefaultBackends); |
| 453 | } |
| 454 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 455 | TEST_CASE("NeonQuantizedLstmEndToEndTest") |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 456 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 457 | QuantizedLstmEndToEnd(neonDefaultBackends); |
Francis Murtagh | b3fc252 | 2019-08-09 13:20:50 +0100 | [diff] [blame] | 458 | } |
| 459 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 460 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 461 | { |
| 462 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 463 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 464 | } |
| 465 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 466 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NchwTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 467 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 468 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 469 | neonDefaultBackends, armnn::DataLayout::NCHW); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 470 | } |
| 471 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 472 | TEST_CASE("NeonTransposeConvolution2dEndToEndFloatNhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 473 | { |
| 474 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 475 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 476 | } |
| 477 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 478 | TEST_CASE("NeonTransposeConvolution2dEndToEndUint8NhwcTest") |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 479 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 480 | TransposeConvolution2dEndToEnd<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>( |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 481 | neonDefaultBackends, armnn::DataLayout::NHWC); |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 482 | } |
| 483 | |
Teresa Charlin | 6bc8525 | 2022-12-06 20:43:06 +0000 | [diff] [blame] | 484 | // Transpose |
| 485 | TEST_CASE("NeonTransposeEndToEndTest") |
| 486 | { |
| 487 | TransposeEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 488 | } |
| 489 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 490 | TEST_CASE("NeonImportNonAlignedInputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 491 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 492 | ImportNonAlignedInputPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 493 | } |
| 494 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 495 | TEST_CASE("NeonExportNonAlignedOutputPointerTest") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 496 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 497 | ExportNonAlignedOutputPointerTest(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 498 | } |
| 499 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 500 | TEST_CASE("NeonImportAlignedPointerTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 501 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 502 | ImportAlignedPointerTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 503 | } |
| 504 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 505 | TEST_CASE("NeonImportOnlyWorkload") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 506 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 507 | ImportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 508 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 509 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 510 | TEST_CASE("NeonExportOnlyWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 511 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 512 | ExportOnlyWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 513 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 514 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 515 | TEST_CASE("NeonImportAndExportWorkload") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 516 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 517 | ImportAndExportWorkload(neonDefaultBackends); |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 518 | } |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 519 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 520 | TEST_CASE("NeonExportOutputWithSeveralOutputSlotConnectionsTest") |
Ferran Balaguer | 83239f9 | 2019-09-19 11:49:25 +0100 | [diff] [blame] | 521 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 522 | ExportOutputWithSeveralOutputSlotConnectionsTest(neonDefaultBackends); |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 523 | } |
| 524 | |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 525 | // InstanceNormalization |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 526 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest1") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 527 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 528 | InstanceNormalizationNchwEndToEndTest1(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 529 | } |
| 530 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 531 | TEST_CASE("NeonInstanceNormalizationNchwEndToEndTest2") |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 532 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 533 | InstanceNormalizationNchwEndToEndTest2(neonDefaultBackends); |
Sadik Armagan | 062e0e9 | 2019-10-14 10:31:43 +0100 | [diff] [blame] | 534 | } |
| 535 | |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 536 | // Fill |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 537 | TEST_CASE("NeonFillEndToEndTest") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 538 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 539 | FillEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 540 | } |
| 541 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 542 | TEST_CASE("NeonFillEndToEndTestFloat16") |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 543 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 544 | FillEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
Teresa Charlin | 4b10fef | 2020-07-29 09:36:41 +0100 | [diff] [blame] | 545 | } |
| 546 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 547 | TEST_CASE("NeonFillEndToEndTestInt32") |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 548 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 549 | FillEndToEnd<armnn::DataType::Signed32>(neonDefaultBackends); |
Teresa Charlin | 4408850 | 2020-07-27 11:27:19 +0100 | [diff] [blame] | 550 | } |
| 551 | |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 552 | // ArgMinMax |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 553 | TEST_CASE("NeonArgMaxSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 554 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 555 | ArgMaxEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 556 | } |
| 557 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 558 | TEST_CASE("NeonArgMinSimpleTest") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 559 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 560 | ArgMinEndToEndSimple<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 561 | } |
| 562 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 563 | TEST_CASE("NeonArgMaxAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 564 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 565 | ArgMaxAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 566 | } |
| 567 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 568 | TEST_CASE("NeonArgMinAxis0Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 569 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 570 | ArgMinAxis0EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 571 | } |
| 572 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 573 | TEST_CASE("NeonArgMaxAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 574 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 575 | ArgMaxAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 576 | } |
| 577 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 578 | TEST_CASE("NeonArgMinAxis1Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 579 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 580 | ArgMinAxis1EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 581 | } |
| 582 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 583 | TEST_CASE("NeonArgMaxAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 584 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 585 | ArgMaxAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 586 | } |
| 587 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 588 | TEST_CASE("NeonArgMinAxis2Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 589 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 590 | ArgMinAxis2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 591 | } |
| 592 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 593 | TEST_CASE("NeonArgMaxAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 594 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 595 | ArgMaxAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 596 | } |
| 597 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 598 | TEST_CASE("NeonArgMinAxis3Test") |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 599 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 600 | ArgMinAxis3EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
James Conroy | 68a4dbc | 2019-11-13 15:35:59 +0000 | [diff] [blame] | 601 | } |
| 602 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 603 | TEST_CASE("NeonArgMaxSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 604 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 605 | ArgMaxEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 606 | } |
| 607 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 608 | TEST_CASE("NeonArgMinSimpleTestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 609 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 610 | ArgMinEndToEndSimple<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 611 | } |
| 612 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 613 | TEST_CASE("NeonArgMaxAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 614 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 615 | ArgMaxAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 616 | } |
| 617 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 618 | TEST_CASE("NeonArgMinAxis0TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 619 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 620 | ArgMinAxis0EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 621 | } |
| 622 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 623 | TEST_CASE("NeonArgMaxAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 624 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 625 | ArgMaxAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 626 | } |
| 627 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 628 | TEST_CASE("NeonArgMinAxis1TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 629 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 630 | ArgMinAxis1EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 631 | } |
| 632 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 633 | TEST_CASE("NeonArgMaxAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 634 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 635 | ArgMaxAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 636 | } |
| 637 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 638 | TEST_CASE("NeonArgMinAxis2TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 639 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 640 | ArgMinAxis2EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 641 | } |
| 642 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 643 | TEST_CASE("NeonArgMaxAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 644 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 645 | ArgMaxAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 646 | } |
| 647 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 648 | TEST_CASE("NeonArgMinAxis3TestQuantisedAsymm8") |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 649 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 650 | ArgMinAxis3EndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends); |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 651 | } |
| 652 | |
Teresa Charlin | c17a35f | 2023-01-12 14:13:09 +0000 | [diff] [blame] | 653 | // Reduce |
| 654 | TEST_CASE("NeonReduceEndToEndTest") |
| 655 | { |
| 656 | ReduceEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 657 | } |
| 658 | |
| 659 | TEST_CASE("NeonReduceEndToEndTestFloat16") |
| 660 | { |
| 661 | ReduceEndToEnd<armnn::DataType::Float16>(neonDefaultBackends); |
| 662 | } |
| 663 | |
| 664 | // Reshape |
| 665 | TEST_CASE("NeonReshapeEndToEndTest") |
| 666 | { |
| 667 | ReshapeEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 668 | } |
| 669 | |
| 670 | TEST_CASE("NeonReshapeEndToEndTestFloat16") |
| 671 | { |
| 672 | ReshapeEndToEndFloat16<armnn::DataType::Float16>(neonDefaultBackends); |
| 673 | } |
| 674 | |
Tianle Cheng | 21a9f33 | 2023-11-09 13:56:53 +0000 | [diff] [blame^] | 675 | // ReverseV2 |
| 676 | TEST_CASE("NeonReverseV2EndToEndTest") |
| 677 | { |
| 678 | ReverseV2EndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 679 | } |
| 680 | |
Ryan OShea | 980446b | 2023-06-08 16:23:28 +0100 | [diff] [blame] | 681 | // Slice |
| 682 | TEST_CASE("NeonSliceEndtoEndTestFloat32") |
| 683 | { |
| 684 | SliceEndToEnd<DataType::Float32>(neonDefaultBackends); |
| 685 | } |
| 686 | |
| 687 | TEST_CASE("NeonSliceEndtoEndTestInt32") |
| 688 | { |
| 689 | SliceEndToEnd<DataType::Signed32>(neonDefaultBackends); |
| 690 | } |
| 691 | |
| 692 | TEST_CASE("NeonSliceEndtoEndTestFloat16") |
| 693 | { |
| 694 | SliceEndToEndFloat16<DataType::Float16>(neonDefaultBackends); |
| 695 | } |
| 696 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 697 | TEST_CASE("NeonStridedSliceInvalidSliceEndToEndTest") |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 698 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 699 | StridedSliceInvalidSliceEndToEndTest(neonDefaultBackends); |
David Monahan | 0a99a14 | 2020-03-13 07:52:54 +0000 | [diff] [blame] | 700 | } |
| 701 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 702 | TEST_CASE("NeonForceImportWithAlignedBuffersEndToEndTest" |
| 703 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 704 | // will always fail. |
| 705 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 706 | { |
| 707 | ForceImportWithAlignedBuffersEndToEndTest(neonDefaultBackends); |
| 708 | } |
| 709 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 710 | TEST_CASE("NeonForceImportWithMisalignedInputBuffersEndToEndTest" |
| 711 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 712 | // will always fail. |
| 713 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 714 | { |
| 715 | ForceImportWithMisalignedInputBuffersEndToEndTest(neonDefaultBackends); |
| 716 | } |
| 717 | |
Colm Donelan | d7ceec5 | 2022-07-06 12:09:05 +0100 | [diff] [blame] | 718 | TEST_CASE("NeonForceImportWithMisalignedOutputBuffersEndToEndTest" |
| 719 | // Currently, the Neon workload for activation does not support tensor handle replacement so this test case |
| 720 | // will always fail. |
| 721 | * doctest::skip(true)) |
David Monahan | 646bc8a | 2022-01-31 14:29:14 +0000 | [diff] [blame] | 722 | { |
| 723 | ForceImportWithMisalignedOutputBuffersEndToEndTest(neonDefaultBackends); |
| 724 | } |
| 725 | |
| 726 | TEST_CASE("NeonForceImportWithMisalignedInputAndOutputBuffersEndToEndTest") |
| 727 | { |
| 728 | ForceImportWithMisalignedInputAndOutputBuffersEndToEndTest(neonDefaultBackends); |
| 729 | } |
| 730 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 731 | // DISABLED |
| 732 | //TEST_CASE("NeonDetectionPostProcessRegularNmsTest") |
| 733 | //{ |
| 734 | // std::vector<float> boxEncodings({ |
| 735 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 736 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 737 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 738 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 739 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 740 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 741 | // }); |
| 742 | // std::vector<float> scores({ |
| 743 | // 0.0f, 0.9f, 0.8f, |
| 744 | // 0.0f, 0.75f, 0.72f, |
| 745 | // 0.0f, 0.6f, 0.5f, |
| 746 | // 0.0f, 0.93f, 0.95f, |
| 747 | // 0.0f, 0.5f, 0.4f, |
| 748 | // 0.0f, 0.3f, 0.2f |
| 749 | // }); |
| 750 | // std::vector<float> anchors({ |
| 751 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 752 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 753 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 754 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 755 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 756 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 757 | // }); |
| 758 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 759 | // boxEncodings, |
| 760 | // scores, |
| 761 | // anchors); |
| 762 | //} |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 763 | |
| 764 | inline void QuantizeData(uint8_t* quant, const float* dequant, const TensorInfo& info) |
| 765 | { |
| 766 | for (size_t i = 0; i < info.GetNumElements(); i++) |
| 767 | { |
| 768 | quant[i] = armnn::Quantize<uint8_t>(dequant[i], info.GetQuantizationScale(), info.GetQuantizationOffset()); |
| 769 | } |
| 770 | } |
| 771 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 772 | // DISABLED |
| 773 | //TEST_CASE("NeonDetectionPostProcessRegularNmsUint8Test") |
| 774 | //{ |
| 775 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 776 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 777 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 778 | // |
| 779 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 780 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 781 | // scoresInfo.SetQuantizationScale(0.01f); |
| 782 | // scoresInfo.SetQuantizationOffset(0); |
| 783 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 784 | // anchorsInfo.SetQuantizationOffset(0); |
| 785 | // |
| 786 | // std::vector<float> boxEncodings({ |
| 787 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 788 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 789 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 790 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 791 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 792 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 793 | // }); |
| 794 | // std::vector<float> scores({ |
| 795 | // 0.0f, 0.9f, 0.8f, |
| 796 | // 0.0f, 0.75f, 0.72f, |
| 797 | // 0.0f, 0.6f, 0.5f, |
| 798 | // 0.0f, 0.93f, 0.95f, |
| 799 | // 0.0f, 0.5f, 0.4f, |
| 800 | // 0.0f, 0.3f, 0.2f |
| 801 | // }); |
| 802 | // std::vector<float> anchors({ |
| 803 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 804 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 805 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 806 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 807 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 808 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 809 | // }); |
| 810 | // |
| 811 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 812 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 813 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 814 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 815 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 816 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 817 | // DetectionPostProcessRegularNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 818 | // qScores, qAnchors, |
| 819 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 820 | //} |
| 821 | // |
| 822 | //TEST_CASE("NeonDetectionPostProcessFastNmsTest") |
| 823 | //{ |
| 824 | // std::vector<float> boxEncodings({ |
| 825 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 826 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 827 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 828 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 829 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 830 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 831 | // }); |
| 832 | // std::vector<float> scores({ |
| 833 | // 0.0f, 0.9f, 0.8f, |
| 834 | // 0.0f, 0.75f, 0.72f, |
| 835 | // 0.0f, 0.6f, 0.5f, |
| 836 | // 0.0f, 0.93f, 0.95f, |
| 837 | // 0.0f, 0.5f, 0.4f, |
| 838 | // 0.0f, 0.3f, 0.2f |
| 839 | // }); |
| 840 | // std::vector<float> anchors({ |
| 841 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 842 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 843 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 844 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 845 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 846 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 847 | // }); |
| 848 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, |
| 849 | // boxEncodings, |
| 850 | // scores, |
| 851 | // anchors); |
| 852 | //} |
| 853 | // |
| 854 | // DISABLED |
| 855 | //TEST_CASE("NeonDetectionPostProcessFastNmsUint8Test") |
| 856 | //{ |
| 857 | // armnn::TensorInfo boxEncodingsInfo({ 1, 6, 4 }, armnn::DataType::Float32); |
| 858 | // armnn::TensorInfo scoresInfo({ 1, 6, 3 }, armnn::DataType::Float32); |
| 859 | // armnn::TensorInfo anchorsInfo({ 6, 4 }, armnn::DataType::Float32); |
| 860 | // |
| 861 | // boxEncodingsInfo.SetQuantizationScale(1.0f); |
| 862 | // boxEncodingsInfo.SetQuantizationOffset(1); |
| 863 | // scoresInfo.SetQuantizationScale(0.01f); |
| 864 | // scoresInfo.SetQuantizationOffset(0); |
| 865 | // anchorsInfo.SetQuantizationScale(0.5f); |
| 866 | // anchorsInfo.SetQuantizationOffset(0); |
| 867 | // |
| 868 | // std::vector<float> boxEncodings({ |
| 869 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 870 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 871 | // 0.0f, -1.0f, 0.0f, 0.0f, |
| 872 | // 0.0f, 0.0f, 0.0f, 0.0f, |
| 873 | // 0.0f, 1.0f, 0.0f, 0.0f, |
| 874 | // 0.0f, 0.0f, 0.0f, 0.0f |
| 875 | // }); |
| 876 | // std::vector<float> scores({ |
| 877 | // 0.0f, 0.9f, 0.8f, |
| 878 | // 0.0f, 0.75f, 0.72f, |
| 879 | // 0.0f, 0.6f, 0.5f, |
| 880 | // 0.0f, 0.93f, 0.95f, |
| 881 | // 0.0f, 0.5f, 0.4f, |
| 882 | // 0.0f, 0.3f, 0.2f |
| 883 | // }); |
| 884 | // std::vector<float> anchors({ |
| 885 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 886 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 887 | // 0.5f, 0.5f, 1.0f, 1.0f, |
| 888 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 889 | // 0.5f, 10.5f, 1.0f, 1.0f, |
| 890 | // 0.5f, 100.5f, 1.0f, 1.0f |
| 891 | // }); |
| 892 | // |
| 893 | // std::vector<uint8_t> qBoxEncodings(boxEncodings.size(), 0); |
| 894 | // std::vector<uint8_t> qScores(scores.size(), 0); |
| 895 | // std::vector<uint8_t> qAnchors(anchors.size(), 0); |
| 896 | // QuantizeData(qBoxEncodings.data(), boxEncodings.data(), boxEncodingsInfo); |
| 897 | // QuantizeData(qScores.data(), scores.data(), scoresInfo); |
| 898 | // QuantizeData(qAnchors.data(), anchors.data(), anchorsInfo); |
| 899 | // DetectionPostProcessFastNmsEndToEnd<armnn::DataType::QAsymmU8>(neonDefaultBackends, qBoxEncodings, |
| 900 | // qScores, qAnchors, |
| 901 | // 1.0f, 1, 0.01f, 0, 0.5f, 0); |
| 902 | //} |
| 903 | |
| 904 | TEST_CASE("NeonQLstmEndToEndTest") |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 905 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 906 | QLstmEndToEnd(neonDefaultBackends); |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 907 | } |
| 908 | |
Mike Kelly | 4cc341c | 2023-07-07 15:43:06 +0100 | [diff] [blame] | 909 | TEST_CASE("NeonReshapeRemovalSimpleCaseEndToEnd") |
| 910 | { |
| 911 | ReshapeRemovalEndToEnd<armnn::DataType::Float32>(neonDefaultBackends); |
| 912 | } |
| 913 | |
| 914 | TEST_CASE("NeonReshapeRemovalNCHWFirstEndToEnd") |
| 915 | { |
| 916 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, false, true); |
| 917 | } |
| 918 | |
| 919 | TEST_CASE("NeonReshapeRemovalNCHWSecondEndToEnd") |
| 920 | { |
| 921 | ReshapeRemovalNCHWEndToEnd<armnn::DataType::Float32>(neonDefaultBackends, false, false); |
| 922 | } |
| 923 | |
Derek Lamberti | 6a5e5e8 | 2019-12-05 14:41:20 +0000 | [diff] [blame] | 924 | } |