surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 1 | // |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
David Beck | 93e4898 | 2018-09-05 13:05:09 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 4 | // |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 5 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 6 | #include "DriverTestHelpers.hpp" |
| 7 | #include "TestTensor.hpp" |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 8 | |
Colm Donelan | d7fdbe2 | 2020-10-30 16:57:43 +0000 | [diff] [blame] | 9 | #include <array> |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 10 | #include <log/log.h> |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 11 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 12 | using namespace android::hardware; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 13 | using namespace driverTestHelpers; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 14 | using namespace armnn_driver; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 15 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 16 | using HalPolicy = hal_1_0::HalPolicy; |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 17 | using RequestArgument = V1_0::RequestArgument; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 18 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 19 | namespace |
| 20 | { |
| 21 | |
| 22 | void |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 23 | ConcatTestImpl(const std::vector<const TestTensor*> & inputs, |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 24 | int32_t concatAxis, |
| 25 | const TestTensor & expectedOutputTensor, |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 26 | armnn::Compute computeDevice, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 27 | V1_0::ErrorStatus expectedPrepareStatus=V1_0::ErrorStatus::NONE, |
| 28 | V1_0::ErrorStatus expectedExecStatus=V1_0::ErrorStatus::NONE) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 29 | { |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 30 | std::unique_ptr<ArmnnDriver> driver = std::make_unique<ArmnnDriver>(DriverOptions(computeDevice)); |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 31 | HalPolicy::Model model{}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 32 | |
| 33 | hidl_vec<uint32_t> modelInputIds; |
| 34 | modelInputIds.resize(inputs.size()+1); |
| 35 | for (uint32_t i = 0; i<inputs.size(); ++i) |
| 36 | { |
| 37 | modelInputIds[i] = i; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 38 | AddInputOperand<HalPolicy>(model, inputs[i]->GetDimensions()); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 39 | } |
| 40 | modelInputIds[inputs.size()] = inputs.size(); // add an id for the axis too |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 41 | AddIntOperand<HalPolicy>(model, concatAxis); |
| 42 | AddOutputOperand<HalPolicy>(model, expectedOutputTensor.GetDimensions()); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 43 | |
| 44 | // make the concat operation |
| 45 | model.operations.resize(1); |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 46 | model.operations[0].type = HalPolicy::OperationType::CONCATENATION; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 47 | model.operations[0].inputs = modelInputIds; |
| 48 | model.operations[0].outputs = hidl_vec<uint32_t>{static_cast<uint32_t>(inputs.size()+1)}; |
| 49 | |
| 50 | // make the prepared model |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 51 | V1_0::ErrorStatus prepareStatus = V1_0::ErrorStatus::NONE; |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 52 | android::sp<V1_0::IPreparedModel> preparedModel = PrepareModelWithStatus(model, |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 53 | *driver, |
| 54 | prepareStatus, |
| 55 | expectedPrepareStatus); |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 56 | DOCTEST_CHECK((int)prepareStatus == (int)expectedPrepareStatus); |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 57 | if (prepareStatus != V1_0::ErrorStatus::NONE) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 58 | { |
| 59 | // prepare failed, we cannot continue |
| 60 | return; |
| 61 | } |
| 62 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 63 | DOCTEST_CHECK(preparedModel.get() != nullptr); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 64 | if (preparedModel.get() == nullptr) |
| 65 | { |
| 66 | // don't spoil other tests if prepare failed |
| 67 | return; |
| 68 | } |
| 69 | |
| 70 | // construct the request |
| 71 | hidl_vec<RequestArgument> inputArguments; |
| 72 | hidl_vec<RequestArgument> outputArguments; |
| 73 | inputArguments.resize(inputs.size()); |
| 74 | outputArguments.resize(1); |
| 75 | |
| 76 | // the request's memory pools will follow the same order as |
| 77 | // the inputs |
| 78 | for (uint32_t i = 0; i<inputs.size(); ++i) |
| 79 | { |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 80 | V1_0::DataLocation inloc = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 81 | inloc.poolIndex = i; |
| 82 | inloc.offset = 0; |
| 83 | inloc.length = inputs[i]->GetNumElements() * sizeof(float); |
| 84 | RequestArgument input = {}; |
| 85 | input.location = inloc; |
| 86 | input.dimensions = inputs[i]->GetDimensions(); |
| 87 | inputArguments[i] = input; |
| 88 | } |
| 89 | |
| 90 | // and an additional memory pool is needed for the output |
| 91 | { |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 92 | V1_0::DataLocation outloc = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 93 | outloc.poolIndex = inputs.size(); |
| 94 | outloc.offset = 0; |
| 95 | outloc.length = expectedOutputTensor.GetNumElements() * sizeof(float); |
| 96 | RequestArgument output = {}; |
| 97 | output.location = outloc; |
| 98 | output.dimensions = expectedOutputTensor.GetDimensions(); |
| 99 | outputArguments[0] = output; |
| 100 | } |
| 101 | |
| 102 | // make the request based on the arguments |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 103 | V1_0::Request request = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 104 | request.inputs = inputArguments; |
| 105 | request.outputs = outputArguments; |
| 106 | |
| 107 | // set the input data |
| 108 | for (uint32_t i = 0; i<inputs.size(); ++i) |
| 109 | { |
| 110 | AddPoolAndSetData(inputs[i]->GetNumElements(), |
| 111 | request, |
| 112 | inputs[i]->GetData()); |
| 113 | } |
| 114 | |
| 115 | // add memory for the output |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 116 | android::sp<IMemory> outMemory = AddPoolAndGetData<float>(expectedOutputTensor.GetNumElements(), request); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 117 | float* outdata = static_cast<float*>(static_cast<void*>(outMemory->getPointer())); |
| 118 | |
| 119 | // run the execution |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 120 | DOCTEST_CHECK(preparedModel.get() != nullptr); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 121 | auto execStatus = Execute(preparedModel, request, expectedExecStatus); |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 122 | DOCTEST_CHECK((int)execStatus == (int)expectedExecStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 123 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 124 | if (execStatus == V1_0::ErrorStatus::NONE) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 125 | { |
| 126 | // check the result if there was no error |
| 127 | const float * expectedOutput = expectedOutputTensor.GetData(); |
| 128 | for (unsigned int i=0; i<expectedOutputTensor.GetNumElements();++i) |
| 129 | { |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 130 | DOCTEST_CHECK(outdata[i] == expectedOutput[i]); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 131 | } |
| 132 | } |
| 133 | } |
| 134 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 135 | /// Test cases... |
| 136 | void SimpleConcatAxis0(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 137 | { |
| 138 | int32_t axis = 0; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 139 | TestTensor aIn{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
| 140 | TestTensor bIn{armnn::TensorShape{1, 1, 1, 1}, {1}}; |
| 141 | TestTensor cIn{armnn::TensorShape{1, 1, 1, 1}, {2}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 142 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 143 | TestTensor expected{armnn::TensorShape{3, 1, 1, 1}, {0, 1, 2}}; |
| 144 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 145 | } |
| 146 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 147 | void ConcatAxis0NoInterleave(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 148 | { |
| 149 | int32_t axis = 0; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 150 | TestTensor aIn{armnn::TensorShape{2, 1, 2, 1}, {0, 1, |
| 151 | 2, 3}}; |
| 152 | TestTensor bIn{armnn::TensorShape{3, 1, 2, 1}, {4, 5, |
| 153 | 6, 7, |
| 154 | 8, 9}}; |
| 155 | TestTensor cIn{armnn::TensorShape{1, 1, 2, 1}, {10, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 156 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 157 | TestTensor expected{armnn::TensorShape{6, 1, 2, 1}, {0, 1, |
| 158 | 2, 3, |
| 159 | 4, 5, |
| 160 | 6, 7, |
| 161 | 8, 9, |
| 162 | 10, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 163 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 164 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 165 | } |
| 166 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 167 | void SimpleConcatAxis1(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 168 | { |
| 169 | int32_t axis = 1; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 170 | TestTensor aIn{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
| 171 | TestTensor bIn{armnn::TensorShape{1, 1, 1, 1}, {1}}; |
| 172 | TestTensor cIn{armnn::TensorShape{1, 1, 1, 1}, {2}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 173 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 174 | TestTensor expected{armnn::TensorShape{1, 3, 1, 1}, {0, 1, 2}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 175 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 176 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 177 | } |
| 178 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 179 | void ConcatAxis1NoInterleave(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 180 | { |
| 181 | int32_t axis = 1; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 182 | TestTensor aIn{armnn::TensorShape{1, 2, 2, 1}, {0, 1, |
| 183 | 2, 3}}; |
| 184 | TestTensor bIn{armnn::TensorShape{1, 3, 2, 1}, {4, 5, |
| 185 | 6, 7, |
| 186 | 8, 9}}; |
| 187 | TestTensor cIn{armnn::TensorShape{1, 1, 2, 1}, {10, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 188 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 189 | TestTensor expected{armnn::TensorShape{1, 6, 2, 1}, {0, 1, |
| 190 | 2, 3, |
| 191 | 4, 5, |
| 192 | 6, 7, |
| 193 | 8, 9, |
| 194 | 10, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 195 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 196 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 197 | } |
| 198 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 199 | void SimpleConcatAxis1DoInterleave(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 200 | { |
| 201 | int32_t axis = 1; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 202 | TestTensor aIn{armnn::TensorShape{2, 2, 1, 1}, {0, 1, |
| 203 | 2, 3}}; |
| 204 | TestTensor bIn{armnn::TensorShape{2, 3, 1, 1}, {4, 5, 6, |
| 205 | 7, 8, 9}}; |
| 206 | TestTensor cIn{armnn::TensorShape{2, 1, 1, 1}, {10, |
| 207 | 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 208 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 209 | TestTensor expected{armnn::TensorShape{2, 6, 1, 1}, {0, 1, 4, 5, 6, 10, |
| 210 | 2, 3, 7, 8, 9, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 211 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 212 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 213 | } |
| 214 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 215 | void SimpleConcatAxis2(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 216 | { |
| 217 | int32_t axis = 2; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 218 | TestTensor aIn{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
| 219 | TestTensor bIn{armnn::TensorShape{1, 1, 1, 1}, {1}}; |
| 220 | TestTensor cIn{armnn::TensorShape{1, 1, 1, 1}, {2}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 221 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 222 | TestTensor expected{armnn::TensorShape{1, 1, 3, 1}, {0, 1, 2}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 223 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 224 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 225 | } |
| 226 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 227 | void ConcatAxis2NoInterleave(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 228 | { |
| 229 | int32_t axis = 2; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 230 | TestTensor aIn{armnn::TensorShape{1, 1, 2, 2}, {0, 1, |
| 231 | 2, 3}}; |
| 232 | TestTensor bIn{armnn::TensorShape{1, 1, 3, 2}, {4, 5, |
| 233 | 6, 7, |
| 234 | 8, 9}}; |
| 235 | TestTensor cIn{armnn::TensorShape{1, 1, 1, 2}, {10, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 236 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 237 | TestTensor expected{armnn::TensorShape{1, 1, 6, 2}, {0, 1, |
| 238 | 2, 3, |
| 239 | 4, 5, |
| 240 | 6, 7, |
| 241 | 8, 9, |
| 242 | 10, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 243 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 244 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 245 | } |
| 246 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 247 | void SimpleConcatAxis2DoInterleave(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 248 | { |
| 249 | int32_t axis = 2; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 250 | TestTensor aIn{armnn::TensorShape{1, 2, 2, 1}, {0, 1, |
| 251 | 2, 3}}; |
| 252 | TestTensor bIn{armnn::TensorShape{1, 2, 3, 1}, {4, 5, 6, |
| 253 | 7, 8, 9}}; |
| 254 | TestTensor cIn{armnn::TensorShape{1, 2, 1, 1}, {10, |
| 255 | 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 256 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 257 | TestTensor expected{armnn::TensorShape{1, 2, 6, 1}, {0, 1, 4, 5, 6, 10, |
| 258 | 2, 3, 7, 8, 9, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 259 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 260 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 261 | } |
| 262 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 263 | void SimpleConcatAxis3(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 264 | { |
| 265 | int32_t axis = 3; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 266 | TestTensor aIn{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
| 267 | TestTensor bIn{armnn::TensorShape{1, 1, 1, 1}, {1}}; |
| 268 | TestTensor cIn{armnn::TensorShape{1, 1, 1, 1}, {2}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 269 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 270 | TestTensor expected{armnn::TensorShape{1, 1, 1, 3}, {0, 1, 2}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 271 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 272 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 273 | } |
| 274 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 275 | void SimpleConcatAxis3DoInterleave(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 276 | { |
| 277 | int32_t axis = 3; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 278 | TestTensor aIn{armnn::TensorShape{1, 1, 2, 2}, {0, 1, |
| 279 | 2, 3}}; |
| 280 | TestTensor bIn{armnn::TensorShape{1, 1, 2, 3}, {4, 5, 6, |
| 281 | 7, 8, 9}}; |
| 282 | TestTensor cIn{armnn::TensorShape{1, 1, 2, 1}, {10, |
| 283 | 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 284 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 285 | TestTensor expected{armnn::TensorShape{1, 1, 2, 6}, {0, 1, 4, 5, 6, 10, |
| 286 | 2, 3, 7, 8, 9, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 287 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 288 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 289 | } |
| 290 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 291 | void AxisTooBig(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 292 | { |
| 293 | int32_t axis = 4; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 294 | TestTensor aIn{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
| 295 | TestTensor bIn{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 296 | |
| 297 | // The axis must be within the range of [-rank(values), rank(values)) |
| 298 | // see: https://www.tensorflow.org/api_docs/python/tf/concat |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 299 | TestTensor uncheckedOutput{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 300 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 301 | ConcatTestImpl({&aIn, &bIn}, axis, uncheckedOutput, computeDevice, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 302 | } |
| 303 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 304 | void AxisTooSmall(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 305 | { |
| 306 | int32_t axis = -5; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 307 | TestTensor aIn{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
| 308 | TestTensor bIn{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 309 | |
| 310 | // The axis must be within the range of [-rank(values), rank(values)) |
| 311 | // see: https://www.tensorflow.org/api_docs/python/tf/concat |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 312 | TestTensor uncheckedOutput{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 313 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 314 | ConcatTestImpl({&aIn, &bIn}, axis, uncheckedOutput, computeDevice, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 315 | } |
| 316 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 317 | void TooFewInputs(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 318 | { |
| 319 | int32_t axis = 0; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 320 | TestTensor aIn{armnn::TensorShape{1, 1, 1, 1}, {0}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 321 | |
| 322 | // We need at least two tensors to concatenate |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 323 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 324 | ConcatTestImpl({&aIn}, axis, aIn, computeDevice, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 325 | } |
| 326 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 327 | void MismatchedInputDimensions(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 328 | { |
| 329 | int32_t axis = 3; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 330 | TestTensor aIn{armnn::TensorShape{1, 1, 2, 2}, {0, 1, |
| 331 | 2, 3}}; |
| 332 | TestTensor bIn{armnn::TensorShape{1, 1, 2, 3}, {4, 5, 6, |
| 333 | 7, 8, 9}}; |
| 334 | TestTensor mismatched{armnn::TensorShape{1, 1, 1, 1}, {10}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 335 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 336 | TestTensor expected{armnn::TensorShape{1, 1, 2, 6}, {0, 1, 4, 5, 6, 10, |
| 337 | 2, 3, 7, 8, 9, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 338 | |
| 339 | // The input dimensions must be compatible |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 340 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 341 | ConcatTestImpl({&aIn, &bIn, &mismatched}, axis, expected, computeDevice, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 342 | } |
| 343 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 344 | void MismatchedInputRanks(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 345 | { |
| 346 | int32_t axis = 2; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 347 | TestTensor aIn{armnn::TensorShape{1, 1, 2}, {0, 1}}; |
| 348 | TestTensor bIn{armnn::TensorShape{1, 1}, {4}}; |
| 349 | TestTensor expected{armnn::TensorShape{1, 1, 3}, {0, 1, 4}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 350 | |
| 351 | // The input dimensions must be compatible |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 352 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 353 | ConcatTestImpl({&aIn, &bIn}, axis, expected, computeDevice, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 354 | } |
| 355 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 356 | void MismatchedOutputDimensions(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 357 | { |
| 358 | int32_t axis = 3; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 359 | TestTensor aIn{armnn::TensorShape{1, 1, 2, 2}, {0, 1, |
| 360 | 2, 3}}; |
| 361 | TestTensor bIn{armnn::TensorShape{1, 1, 2, 3}, {4, 5, 6, |
| 362 | 7, 8, 9}}; |
| 363 | TestTensor cIn{armnn::TensorShape{1, 1, 2, 1}, {10, |
| 364 | 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 365 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 366 | TestTensor mismatched{armnn::TensorShape{1, 1, 6, 2}, {0, 1, 4, 5, 6, 10, |
| 367 | 2, 3, 7, 8, 9, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 368 | |
| 369 | // The input and output dimensions must be compatible |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 370 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 371 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, mismatched, computeDevice, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 372 | } |
| 373 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 374 | void MismatchedOutputRank(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 375 | { |
| 376 | int32_t axis = 3; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 377 | TestTensor aIn{armnn::TensorShape{1, 1, 2, 2}, {0, 1, |
| 378 | 2, 3}}; |
| 379 | TestTensor bIn{armnn::TensorShape{1, 1, 2, 3}, {4, 5, 6, |
| 380 | 7, 8, 9}}; |
| 381 | TestTensor cIn{armnn::TensorShape{1, 1, 2, 1}, {10, |
| 382 | 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 383 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 384 | TestTensor mismatched{armnn::TensorShape{6, 2}, {0, 1, 4, 5, 6, 10, |
| 385 | 2, 3, 7, 8, 9, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 386 | |
| 387 | // The input and output ranks must match |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 388 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 389 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, mismatched, computeDevice, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 390 | } |
| 391 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 392 | void ValidNegativeAxis(armnn::Compute computeDevice) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 393 | { |
| 394 | // this is the same as 3 |
| 395 | // see: https://www.tensorflow.org/api_docs/python/tf/concat |
| 396 | int32_t axis = -1; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 397 | TestTensor aIn{armnn::TensorShape{1, 1, 2, 2}, {0, 1, |
| 398 | 2, 3}}; |
| 399 | TestTensor bIn{armnn::TensorShape{1, 1, 2, 3}, {4, 5, 6, |
| 400 | 7, 8, 9}}; |
| 401 | TestTensor cIn{armnn::TensorShape{1, 1, 2, 1}, {10, |
| 402 | 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 403 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 404 | TestTensor expected{armnn::TensorShape{1, 1, 2, 6}, {0, 1, 4, 5, 6, 10, |
| 405 | 2, 3, 7, 8, 9, 11}}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 406 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 407 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 408 | } |
| 409 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 410 | void SimpleConcatAxisZero3D(armnn::Compute computeDevice) |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 411 | { |
| 412 | int32_t axis = 0; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 413 | TestTensor aIn{armnn::TensorShape{1, 1, 1}, {0}}; |
| 414 | TestTensor bIn{armnn::TensorShape{1, 1, 1}, {1}}; |
| 415 | TestTensor cIn{armnn::TensorShape{1, 1, 1}, {2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 416 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 417 | TestTensor expected{armnn::TensorShape{3, 1, 1}, {0, 1, 2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 418 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 419 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 420 | } |
| 421 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 422 | void SimpleConcatAxisOne3D(armnn::Compute computeDevice) |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 423 | { |
| 424 | int32_t axis = 1; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 425 | TestTensor aIn{armnn::TensorShape{1, 1, 1}, {0}}; |
| 426 | TestTensor bIn{armnn::TensorShape{1, 1, 1}, {1}}; |
| 427 | TestTensor cIn{armnn::TensorShape{1, 1, 1}, {2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 428 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 429 | TestTensor expected{armnn::TensorShape{1, 3, 1}, {0, 1, 2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 430 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 431 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 432 | } |
| 433 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 434 | void SimpleConcatAxisTwo3D(armnn::Compute computeDevice) |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 435 | { |
| 436 | int32_t axis = 2; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 437 | TestTensor aIn{armnn::TensorShape{1, 1, 1}, {0}}; |
| 438 | TestTensor bIn{armnn::TensorShape{1, 1, 1}, {1}}; |
| 439 | TestTensor cIn{armnn::TensorShape{1, 1, 1}, {2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 440 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 441 | TestTensor expected{armnn::TensorShape{1, 1, 3}, {0, 1, 2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 442 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 443 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 444 | } |
| 445 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 446 | void SimpleConcatAxisZero2D(armnn::Compute computeDevice) |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 447 | { |
| 448 | int32_t axis = 0; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 449 | TestTensor aIn{armnn::TensorShape{1, 1}, {0}}; |
| 450 | TestTensor bIn{armnn::TensorShape{1, 1}, {1}}; |
| 451 | TestTensor cIn{armnn::TensorShape{1, 1}, {2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 452 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 453 | TestTensor expected{armnn::TensorShape{3, 1}, {0, 1, 2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 454 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 455 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 456 | } |
| 457 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 458 | void SimpleConcatAxisOne2D(armnn::Compute computeDevice) |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 459 | { |
| 460 | int32_t axis = 1; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 461 | TestTensor aIn{armnn::TensorShape{1, 1}, {0}}; |
| 462 | TestTensor bIn{armnn::TensorShape{1, 1}, {1}}; |
| 463 | TestTensor cIn{armnn::TensorShape{1, 1}, {2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 464 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 465 | TestTensor expected{armnn::TensorShape{1, 3}, {0, 1, 2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 466 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 467 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 468 | } |
| 469 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 470 | void SimpleConcatAxisZero1D(armnn::Compute computeDevice) |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 471 | { |
| 472 | int32_t axis = 0; |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 473 | TestTensor aIn{armnn::TensorShape{1}, {0}}; |
| 474 | TestTensor bIn{armnn::TensorShape{1}, {1}}; |
| 475 | TestTensor cIn{armnn::TensorShape{1}, {2}}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 476 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 477 | TestTensor expected{armnn::TensorShape{3}, {0, 1, 2}}; |
| 478 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, computeDevice); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 479 | } |
| 480 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 481 | } // namespace <anonymous> |
| 482 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 483 | DOCTEST_TEST_SUITE("ConcatTests_CpuRef") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 484 | { |
| 485 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 486 | DOCTEST_TEST_CASE("SimpleConcatAxis0") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 487 | { |
| 488 | SimpleConcatAxis0(armnn::Compute::CpuRef); |
| 489 | } |
| 490 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 491 | DOCTEST_TEST_CASE("ConcatAxis0NoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 492 | { |
| 493 | ConcatAxis0NoInterleave(armnn::Compute::CpuRef); |
| 494 | } |
| 495 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 496 | DOCTEST_TEST_CASE("SimpleConcatAxis1") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 497 | { |
| 498 | SimpleConcatAxis1(armnn::Compute::CpuRef); |
| 499 | } |
| 500 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 501 | DOCTEST_TEST_CASE("ConcatAxis1NoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 502 | { |
| 503 | ConcatAxis1NoInterleave(armnn::Compute::CpuRef); |
| 504 | } |
| 505 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 506 | DOCTEST_TEST_CASE("SimpleConcatAxis1DoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 507 | { |
| 508 | SimpleConcatAxis1DoInterleave(armnn::Compute::CpuRef); |
| 509 | } |
| 510 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 511 | DOCTEST_TEST_CASE("SimpleConcatAxis2") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 512 | { |
| 513 | SimpleConcatAxis2(armnn::Compute::CpuRef); |
| 514 | } |
| 515 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 516 | DOCTEST_TEST_CASE("ConcatAxis2NoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 517 | { |
| 518 | ConcatAxis2NoInterleave(armnn::Compute::CpuRef); |
| 519 | } |
| 520 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 521 | DOCTEST_TEST_CASE("SimpleConcatAxis2DoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 522 | { |
| 523 | SimpleConcatAxis2DoInterleave(armnn::Compute::CpuRef); |
| 524 | } |
| 525 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 526 | DOCTEST_TEST_CASE("SimpleConcatAxis3") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 527 | { |
| 528 | SimpleConcatAxis3(armnn::Compute::CpuRef); |
| 529 | } |
| 530 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 531 | DOCTEST_TEST_CASE("SimpleConcatAxis3DoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 532 | { |
| 533 | SimpleConcatAxis3DoInterleave(armnn::Compute::CpuRef); |
| 534 | } |
| 535 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 536 | DOCTEST_TEST_CASE("AxisTooBig") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 537 | { |
| 538 | AxisTooBig(armnn::Compute::CpuRef); |
| 539 | } |
| 540 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 541 | DOCTEST_TEST_CASE("AxisTooSmall") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 542 | { |
| 543 | AxisTooSmall(armnn::Compute::CpuRef); |
| 544 | } |
| 545 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 546 | DOCTEST_TEST_CASE("TooFewInputs") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 547 | { |
| 548 | TooFewInputs(armnn::Compute::CpuRef); |
| 549 | } |
| 550 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 551 | DOCTEST_TEST_CASE("MismatchedInputDimensions") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 552 | { |
| 553 | MismatchedInputDimensions(armnn::Compute::CpuRef); |
| 554 | } |
| 555 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 556 | DOCTEST_TEST_CASE("MismatchedInputRanks") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 557 | { |
| 558 | MismatchedInputRanks(armnn::Compute::CpuRef); |
| 559 | } |
| 560 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 561 | DOCTEST_TEST_CASE("MismatchedOutputDimensions") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 562 | { |
| 563 | MismatchedOutputDimensions(armnn::Compute::CpuRef); |
| 564 | } |
| 565 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 566 | DOCTEST_TEST_CASE("MismatchedOutputRank") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 567 | { |
| 568 | MismatchedOutputRank(armnn::Compute::CpuRef); |
| 569 | } |
| 570 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 571 | DOCTEST_TEST_CASE("ValidNegativeAxis") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 572 | { |
| 573 | ValidNegativeAxis(armnn::Compute::CpuRef); |
| 574 | } |
| 575 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 576 | DOCTEST_TEST_CASE("SimpleConcatAxisZero3D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 577 | { |
| 578 | SimpleConcatAxisZero3D(armnn::Compute::CpuRef); |
| 579 | } |
| 580 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 581 | DOCTEST_TEST_CASE("SimpleConcatAxisOne3D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 582 | { |
| 583 | SimpleConcatAxisOne3D(armnn::Compute::CpuRef); |
| 584 | } |
| 585 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 586 | DOCTEST_TEST_CASE("SimpleConcatAxisTwo3D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 587 | { |
| 588 | SimpleConcatAxisTwo3D(armnn::Compute::CpuRef); |
| 589 | } |
| 590 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 591 | DOCTEST_TEST_CASE("SimpleConcatAxisZero2D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 592 | { |
| 593 | SimpleConcatAxisZero2D(armnn::Compute::CpuRef); |
| 594 | } |
| 595 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 596 | DOCTEST_TEST_CASE("SimpleConcatAxisOne2D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 597 | { |
| 598 | SimpleConcatAxisOne2D(armnn::Compute::CpuRef); |
| 599 | } |
| 600 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 601 | DOCTEST_TEST_CASE("SimpleConcatAxisZero1D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 602 | { |
| 603 | SimpleConcatAxisZero1D(armnn::Compute::CpuRef); |
| 604 | } |
| 605 | |
| 606 | } |
| 607 | |
| 608 | #ifdef ARMCOMPUTECL_ENABLED |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 609 | DOCTEST_TEST_SUITE("ConcatTests_GpuAcc") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 610 | { |
| 611 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 612 | DOCTEST_TEST_CASE("SimpleConcatAxis0") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 613 | { |
| 614 | SimpleConcatAxis0(armnn::Compute::GpuAcc); |
| 615 | } |
| 616 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 617 | DOCTEST_TEST_CASE("ConcatAxis0NoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 618 | { |
| 619 | ConcatAxis0NoInterleave(armnn::Compute::GpuAcc); |
| 620 | } |
| 621 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 622 | DOCTEST_TEST_CASE("SimpleConcatAxis1") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 623 | { |
| 624 | SimpleConcatAxis1(armnn::Compute::GpuAcc); |
| 625 | } |
| 626 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 627 | DOCTEST_TEST_CASE("ConcatAxis1NoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 628 | { |
| 629 | ConcatAxis1NoInterleave(armnn::Compute::GpuAcc); |
| 630 | } |
| 631 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 632 | DOCTEST_TEST_CASE("SimpleConcatAxis1DoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 633 | { |
| 634 | SimpleConcatAxis1DoInterleave(armnn::Compute::GpuAcc); |
| 635 | } |
| 636 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 637 | DOCTEST_TEST_CASE("SimpleConcatAxis2") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 638 | { |
| 639 | SimpleConcatAxis2(armnn::Compute::GpuAcc); |
| 640 | } |
| 641 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 642 | DOCTEST_TEST_CASE("ConcatAxis2NoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 643 | { |
| 644 | ConcatAxis2NoInterleave(armnn::Compute::GpuAcc); |
| 645 | } |
| 646 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 647 | DOCTEST_TEST_CASE("SimpleConcatAxis2DoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 648 | { |
| 649 | SimpleConcatAxis2DoInterleave(armnn::Compute::GpuAcc); |
| 650 | } |
| 651 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 652 | DOCTEST_TEST_CASE("SimpleConcatAxis3") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 653 | { |
| 654 | SimpleConcatAxis3(armnn::Compute::GpuAcc); |
| 655 | } |
| 656 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 657 | DOCTEST_TEST_CASE("SimpleConcatAxis3DoInterleave") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 658 | { |
| 659 | SimpleConcatAxis3DoInterleave(armnn::Compute::GpuAcc); |
| 660 | } |
| 661 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 662 | DOCTEST_TEST_CASE("AxisTooBig") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 663 | { |
| 664 | AxisTooBig(armnn::Compute::GpuAcc); |
| 665 | } |
| 666 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 667 | DOCTEST_TEST_CASE("AxisTooSmall") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 668 | { |
| 669 | AxisTooSmall(armnn::Compute::GpuAcc); |
| 670 | } |
| 671 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 672 | DOCTEST_TEST_CASE("TooFewInputs") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 673 | { |
| 674 | TooFewInputs(armnn::Compute::GpuAcc); |
| 675 | } |
| 676 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 677 | DOCTEST_TEST_CASE("MismatchedInputDimensions") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 678 | { |
| 679 | MismatchedInputDimensions(armnn::Compute::GpuAcc); |
| 680 | } |
| 681 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 682 | DOCTEST_TEST_CASE("MismatchedInputRanks") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 683 | { |
| 684 | MismatchedInputRanks(armnn::Compute::GpuAcc); |
| 685 | } |
| 686 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 687 | DOCTEST_TEST_CASE("MismatchedOutputDimensions") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 688 | { |
| 689 | MismatchedOutputDimensions(armnn::Compute::GpuAcc); |
| 690 | } |
| 691 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 692 | DOCTEST_TEST_CASE("MismatchedOutputRank") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 693 | { |
| 694 | MismatchedOutputRank(armnn::Compute::GpuAcc); |
| 695 | } |
| 696 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 697 | DOCTEST_TEST_CASE("ValidNegativeAxis") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 698 | { |
| 699 | ValidNegativeAxis(armnn::Compute::GpuAcc); |
| 700 | } |
| 701 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 702 | DOCTEST_TEST_CASE("SimpleConcatAxisZero3D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 703 | { |
| 704 | SimpleConcatAxisZero3D(armnn::Compute::GpuAcc); |
| 705 | } |
| 706 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 707 | DOCTEST_TEST_CASE("SimpleConcatAxisOne3D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 708 | { |
| 709 | SimpleConcatAxisOne3D(armnn::Compute::GpuAcc); |
| 710 | } |
| 711 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 712 | DOCTEST_TEST_CASE("SimpleConcatAxisTwo3D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 713 | { |
| 714 | SimpleConcatAxisTwo3D(armnn::Compute::GpuAcc); |
| 715 | } |
| 716 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 717 | DOCTEST_TEST_CASE("SimpleConcatAxisZero2D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 718 | { |
| 719 | SimpleConcatAxisZero2D(armnn::Compute::GpuAcc); |
| 720 | } |
| 721 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 722 | DOCTEST_TEST_CASE("SimpleConcatAxisOne2D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 723 | { |
| 724 | SimpleConcatAxisOne2D(armnn::Compute::GpuAcc); |
| 725 | } |
| 726 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 727 | DOCTEST_TEST_CASE("SimpleConcatAxisZero1D") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 728 | { |
| 729 | SimpleConcatAxisZero1D(armnn::Compute::GpuAcc); |
| 730 | } |
| 731 | |
| 732 | }// End of GpuAcc Test Suite |
| 733 | #endif |