surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. 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 | // |
| 5 | #include "DriverTestHelpers.hpp" |
| 6 | #include "TestTensor.hpp" |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 7 | |
| 8 | #include "../1.0/HalPolicy.hpp" |
| 9 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 10 | #include <boost/test/unit_test.hpp> |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 11 | #include <boost/test/data/test_case.hpp> |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 12 | |
Colm Donelan | d7fdbe2 | 2020-10-30 16:57:43 +0000 | [diff] [blame] | 13 | #include <array> |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 14 | #include <log/log.h> |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 15 | |
Colm Donelan | d7fdbe2 | 2020-10-30 16:57:43 +0000 | [diff] [blame] | 16 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 17 | BOOST_AUTO_TEST_SUITE(ConcatTests) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 18 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 19 | using namespace android::hardware; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 20 | using namespace driverTestHelpers; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 21 | using namespace armnn_driver; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 22 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 23 | using HalPolicy = hal_1_0::HalPolicy; |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 24 | using RequestArgument = V1_0::RequestArgument; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 25 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 26 | namespace |
| 27 | { |
| 28 | |
Kevin May | edc5ffa | 2019-05-22 12:02:53 +0100 | [diff] [blame] | 29 | #ifndef ARMCOMPUTECL_ENABLED |
Colm Donelan | d7fdbe2 | 2020-10-30 16:57:43 +0000 | [diff] [blame] | 30 | static const std::array<armnn::Compute, 1> COMPUTE_DEVICES = {{ armnn::Compute::CpuRef }}; |
Kevin May | edc5ffa | 2019-05-22 12:02:53 +0100 | [diff] [blame] | 31 | #else |
Colm Donelan | d7fdbe2 | 2020-10-30 16:57:43 +0000 | [diff] [blame] | 32 | static const std::array<armnn::Compute, 2> COMPUTE_DEVICES = {{ armnn::Compute::CpuRef, armnn::Compute::GpuAcc }}; |
Kevin May | edc5ffa | 2019-05-22 12:02:53 +0100 | [diff] [blame] | 33 | #endif |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 34 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 35 | void |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 36 | ConcatTestImpl(const std::vector<const TestTensor*> & inputs, |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 37 | int32_t concatAxis, |
| 38 | const TestTensor & expectedOutputTensor, |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 39 | armnn::Compute computeDevice, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 40 | V1_0::ErrorStatus expectedPrepareStatus=V1_0::ErrorStatus::NONE, |
| 41 | V1_0::ErrorStatus expectedExecStatus=V1_0::ErrorStatus::NONE) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 42 | { |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 43 | std::unique_ptr<ArmnnDriver> driver = std::make_unique<ArmnnDriver>(DriverOptions(computeDevice)); |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 44 | HalPolicy::Model model{}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 45 | |
| 46 | hidl_vec<uint32_t> modelInputIds; |
| 47 | modelInputIds.resize(inputs.size()+1); |
| 48 | for (uint32_t i = 0; i<inputs.size(); ++i) |
| 49 | { |
| 50 | modelInputIds[i] = i; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 51 | AddInputOperand<HalPolicy>(model, inputs[i]->GetDimensions()); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 52 | } |
| 53 | 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] | 54 | AddIntOperand<HalPolicy>(model, concatAxis); |
| 55 | AddOutputOperand<HalPolicy>(model, expectedOutputTensor.GetDimensions()); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 56 | |
| 57 | // make the concat operation |
| 58 | model.operations.resize(1); |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 59 | model.operations[0].type = HalPolicy::OperationType::CONCATENATION; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 60 | model.operations[0].inputs = modelInputIds; |
| 61 | model.operations[0].outputs = hidl_vec<uint32_t>{static_cast<uint32_t>(inputs.size()+1)}; |
| 62 | |
| 63 | // make the prepared model |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 64 | V1_0::ErrorStatus prepareStatus=V1_0::ErrorStatus::NONE; |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 65 | android::sp<V1_0::IPreparedModel> preparedModel = PrepareModelWithStatus(model, |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 66 | *driver, |
| 67 | prepareStatus, |
| 68 | expectedPrepareStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 69 | BOOST_TEST(prepareStatus == expectedPrepareStatus); |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 70 | if (prepareStatus != V1_0::ErrorStatus::NONE) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 71 | { |
| 72 | // prepare failed, we cannot continue |
| 73 | return; |
| 74 | } |
| 75 | |
| 76 | BOOST_TEST(preparedModel.get() != nullptr); |
| 77 | if (preparedModel.get() == nullptr) |
| 78 | { |
| 79 | // don't spoil other tests if prepare failed |
| 80 | return; |
| 81 | } |
| 82 | |
| 83 | // construct the request |
| 84 | hidl_vec<RequestArgument> inputArguments; |
| 85 | hidl_vec<RequestArgument> outputArguments; |
| 86 | inputArguments.resize(inputs.size()); |
| 87 | outputArguments.resize(1); |
| 88 | |
| 89 | // the request's memory pools will follow the same order as |
| 90 | // the inputs |
| 91 | for (uint32_t i = 0; i<inputs.size(); ++i) |
| 92 | { |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 93 | V1_0::DataLocation inloc = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 94 | inloc.poolIndex = i; |
| 95 | inloc.offset = 0; |
| 96 | inloc.length = inputs[i]->GetNumElements() * sizeof(float); |
| 97 | RequestArgument input = {}; |
| 98 | input.location = inloc; |
| 99 | input.dimensions = inputs[i]->GetDimensions(); |
| 100 | inputArguments[i] = input; |
| 101 | } |
| 102 | |
| 103 | // and an additional memory pool is needed for the output |
| 104 | { |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 105 | V1_0::DataLocation outloc = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 106 | outloc.poolIndex = inputs.size(); |
| 107 | outloc.offset = 0; |
| 108 | outloc.length = expectedOutputTensor.GetNumElements() * sizeof(float); |
| 109 | RequestArgument output = {}; |
| 110 | output.location = outloc; |
| 111 | output.dimensions = expectedOutputTensor.GetDimensions(); |
| 112 | outputArguments[0] = output; |
| 113 | } |
| 114 | |
| 115 | // make the request based on the arguments |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 116 | V1_0::Request request = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 117 | request.inputs = inputArguments; |
| 118 | request.outputs = outputArguments; |
| 119 | |
| 120 | // set the input data |
| 121 | for (uint32_t i = 0; i<inputs.size(); ++i) |
| 122 | { |
| 123 | AddPoolAndSetData(inputs[i]->GetNumElements(), |
| 124 | request, |
| 125 | inputs[i]->GetData()); |
| 126 | } |
| 127 | |
| 128 | // add memory for the output |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 129 | android::sp<IMemory> outMemory = AddPoolAndGetData<float>(expectedOutputTensor.GetNumElements(), request); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 130 | float* outdata = static_cast<float*>(static_cast<void*>(outMemory->getPointer())); |
| 131 | |
| 132 | // run the execution |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 133 | ARMNN_ASSERT(preparedModel.get() != nullptr); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 134 | auto execStatus = Execute(preparedModel, request, expectedExecStatus); |
| 135 | BOOST_TEST(execStatus == expectedExecStatus); |
| 136 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 137 | if (execStatus == V1_0::ErrorStatus::NONE) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 138 | { |
| 139 | // check the result if there was no error |
| 140 | const float * expectedOutput = expectedOutputTensor.GetData(); |
| 141 | for (unsigned int i=0; i<expectedOutputTensor.GetNumElements();++i) |
| 142 | { |
| 143 | BOOST_TEST(outdata[i] == expectedOutput[i]); |
| 144 | } |
| 145 | } |
| 146 | } |
| 147 | |
| 148 | } // namespace <anonymous> |
| 149 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 150 | |
| 151 | BOOST_DATA_TEST_CASE(SimpleConcatAxis0, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 152 | { |
| 153 | int32_t axis = 0; |
| 154 | TestTensor aIn{armnn::TensorShape{1,1,1,1},{0}}; |
| 155 | TestTensor bIn{armnn::TensorShape{1,1,1,1},{1}}; |
| 156 | TestTensor cIn{armnn::TensorShape{1,1,1,1},{2}}; |
| 157 | |
| 158 | TestTensor expected{armnn::TensorShape{3,1,1,1},{0,1,2}}; |
| 159 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 160 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 161 | } |
| 162 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 163 | BOOST_DATA_TEST_CASE(ConcatAxis0_NoInterleave, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 164 | { |
| 165 | int32_t axis = 0; |
| 166 | TestTensor aIn{armnn::TensorShape{2,1,2,1},{0, 1, |
| 167 | 2, 3}}; |
| 168 | TestTensor bIn{armnn::TensorShape{3,1,2,1},{4, 5, |
| 169 | 6, 7, |
| 170 | 8, 9}}; |
| 171 | TestTensor cIn{armnn::TensorShape{1,1,2,1},{10, 11}}; |
| 172 | |
| 173 | TestTensor expected{armnn::TensorShape{6,1,2,1},{0, 1, |
| 174 | 2, 3, |
| 175 | 4, 5, |
| 176 | 6, 7, |
| 177 | 8, 9, |
| 178 | 10, 11}}; |
| 179 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 180 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 181 | } |
| 182 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 183 | BOOST_DATA_TEST_CASE(SimpleConcatAxis1, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 184 | { |
| 185 | int32_t axis = 1; |
| 186 | TestTensor aIn{armnn::TensorShape{1,1,1,1},{0}}; |
| 187 | TestTensor bIn{armnn::TensorShape{1,1,1,1},{1}}; |
| 188 | TestTensor cIn{armnn::TensorShape{1,1,1,1},{2}}; |
| 189 | |
| 190 | TestTensor expected{armnn::TensorShape{1,3,1,1},{0,1,2}}; |
| 191 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 192 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 193 | } |
| 194 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 195 | BOOST_DATA_TEST_CASE(ConcatAxis1_NoInterleave, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 196 | { |
| 197 | int32_t axis = 1; |
| 198 | TestTensor aIn{armnn::TensorShape{1,2,2,1},{0, 1, |
| 199 | 2, 3}}; |
| 200 | TestTensor bIn{armnn::TensorShape{1,3,2,1},{4, 5, |
| 201 | 6, 7, |
| 202 | 8, 9}}; |
| 203 | TestTensor cIn{armnn::TensorShape{1,1,2,1},{10, 11}}; |
| 204 | |
| 205 | TestTensor expected{armnn::TensorShape{1,6,2,1},{0, 1, |
| 206 | 2, 3, |
| 207 | 4, 5, |
| 208 | 6, 7, |
| 209 | 8, 9, |
| 210 | 10, 11}}; |
| 211 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 212 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 213 | } |
| 214 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 215 | BOOST_DATA_TEST_CASE(SimpleConcatAxis1_DoInterleave, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 216 | { |
| 217 | int32_t axis = 1; |
| 218 | TestTensor aIn{armnn::TensorShape{2,2,1,1},{0, 1, |
| 219 | 2, 3}}; |
| 220 | TestTensor bIn{armnn::TensorShape{2,3,1,1},{4, 5, 6, |
| 221 | 7, 8, 9}}; |
| 222 | TestTensor cIn{armnn::TensorShape{2,1,1,1},{10, |
| 223 | 11}}; |
| 224 | |
| 225 | TestTensor expected{armnn::TensorShape{2,6,1,1},{0, 1, 4, 5, 6, 10, |
| 226 | 2, 3, 7, 8, 9, 11}}; |
| 227 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 228 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 229 | } |
| 230 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 231 | BOOST_DATA_TEST_CASE(SimpleConcatAxis2, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 232 | { |
| 233 | int32_t axis = 2; |
| 234 | TestTensor aIn{armnn::TensorShape{1,1,1,1},{0}}; |
| 235 | TestTensor bIn{armnn::TensorShape{1,1,1,1},{1}}; |
| 236 | TestTensor cIn{armnn::TensorShape{1,1,1,1},{2}}; |
| 237 | |
| 238 | TestTensor expected{armnn::TensorShape{1,1,3,1},{0,1,2}}; |
| 239 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 240 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 241 | } |
| 242 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 243 | BOOST_DATA_TEST_CASE(ConcatAxis2_NoInterleave, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 244 | { |
| 245 | int32_t axis = 2; |
| 246 | TestTensor aIn{armnn::TensorShape{1,1,2,2},{0, 1, |
| 247 | 2, 3}}; |
| 248 | TestTensor bIn{armnn::TensorShape{1,1,3,2},{4, 5, |
| 249 | 6, 7, |
| 250 | 8, 9}}; |
| 251 | TestTensor cIn{armnn::TensorShape{1,1,1,2},{10, 11}}; |
| 252 | |
| 253 | TestTensor expected{armnn::TensorShape{1,1,6,2},{0, 1, |
| 254 | 2, 3, |
| 255 | 4, 5, |
| 256 | 6, 7, |
| 257 | 8, 9, |
| 258 | 10, 11}}; |
| 259 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 260 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 261 | } |
| 262 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 263 | BOOST_DATA_TEST_CASE(SimpleConcatAxis2_DoInterleave, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 264 | { |
| 265 | int32_t axis = 2; |
| 266 | TestTensor aIn{armnn::TensorShape{1,2,2,1},{0, 1, |
| 267 | 2, 3}}; |
| 268 | TestTensor bIn{armnn::TensorShape{1,2,3,1},{4, 5, 6, |
| 269 | 7, 8, 9}}; |
| 270 | TestTensor cIn{armnn::TensorShape{1,2,1,1},{10, |
| 271 | 11}}; |
| 272 | |
| 273 | TestTensor expected{armnn::TensorShape{1,2,6,1},{0, 1, 4, 5, 6, 10, |
| 274 | 2, 3, 7, 8, 9, 11}}; |
| 275 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 276 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 277 | } |
| 278 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 279 | BOOST_DATA_TEST_CASE(SimpleConcatAxis3, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 280 | { |
| 281 | int32_t axis = 3; |
| 282 | TestTensor aIn{armnn::TensorShape{1,1,1,1},{0}}; |
| 283 | TestTensor bIn{armnn::TensorShape{1,1,1,1},{1}}; |
| 284 | TestTensor cIn{armnn::TensorShape{1,1,1,1},{2}}; |
| 285 | |
| 286 | TestTensor expected{armnn::TensorShape{1,1,1,3},{0,1,2}}; |
| 287 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 288 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 289 | } |
| 290 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 291 | BOOST_DATA_TEST_CASE(SimpleConcatAxis3_DoInterleave, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 292 | { |
| 293 | int32_t axis = 3; |
| 294 | TestTensor aIn{armnn::TensorShape{1,1,2,2},{0, 1, |
| 295 | 2, 3}}; |
| 296 | TestTensor bIn{armnn::TensorShape{1,1,2,3},{4, 5, 6, |
| 297 | 7, 8, 9}}; |
| 298 | TestTensor cIn{armnn::TensorShape{1,1,2,1},{10, |
| 299 | 11}}; |
| 300 | |
| 301 | TestTensor expected{armnn::TensorShape{1,1,2,6},{0, 1, 4, 5, 6, 10, |
| 302 | 2, 3, 7, 8, 9, 11}}; |
| 303 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 304 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 305 | } |
| 306 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 307 | BOOST_DATA_TEST_CASE(AxisTooBig, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 308 | { |
| 309 | int32_t axis = 4; |
| 310 | TestTensor aIn{armnn::TensorShape{1,1,1,1},{0}}; |
| 311 | TestTensor bIn{armnn::TensorShape{1,1,1,1},{0}}; |
| 312 | |
| 313 | // The axis must be within the range of [-rank(values), rank(values)) |
| 314 | // see: https://www.tensorflow.org/api_docs/python/tf/concat |
| 315 | TestTensor uncheckedOutput{armnn::TensorShape{1,1,1,1},{0}}; |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 316 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 317 | ConcatTestImpl({&aIn, &bIn}, axis, uncheckedOutput, sample, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 318 | } |
| 319 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 320 | BOOST_DATA_TEST_CASE(AxisTooSmall, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 321 | { |
| 322 | int32_t axis = -5; |
| 323 | TestTensor aIn{armnn::TensorShape{1,1,1,1},{0}}; |
| 324 | TestTensor bIn{armnn::TensorShape{1,1,1,1},{0}}; |
| 325 | |
| 326 | // The axis must be within the range of [-rank(values), rank(values)) |
| 327 | // see: https://www.tensorflow.org/api_docs/python/tf/concat |
| 328 | TestTensor uncheckedOutput{armnn::TensorShape{1,1,1,1},{0}}; |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 329 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 330 | ConcatTestImpl({&aIn, &bIn}, axis, uncheckedOutput, sample, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 331 | } |
| 332 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 333 | BOOST_DATA_TEST_CASE(TooFewInputs, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 334 | { |
| 335 | int32_t axis = 0; |
| 336 | TestTensor aIn{armnn::TensorShape{1,1,1,1},{0}}; |
| 337 | |
| 338 | // We need at least two tensors to concatenate |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 339 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 340 | ConcatTestImpl({&aIn}, axis, aIn, sample, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 341 | } |
| 342 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 343 | BOOST_DATA_TEST_CASE(MismatchedInputDimensions, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 344 | { |
| 345 | int32_t axis = 3; |
| 346 | TestTensor aIn{armnn::TensorShape{1,1,2,2},{0, 1, |
| 347 | 2, 3}}; |
| 348 | TestTensor bIn{armnn::TensorShape{1,1,2,3},{4, 5, 6, |
| 349 | 7, 8, 9}}; |
| 350 | TestTensor mismatched{armnn::TensorShape{1,1,1,1},{10}}; |
| 351 | |
| 352 | TestTensor expected{armnn::TensorShape{1,1,2,6},{0, 1, 4, 5, 6, 10, |
| 353 | 2, 3, 7, 8, 9, 11}}; |
| 354 | |
| 355 | // The input dimensions must be compatible |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 356 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 357 | ConcatTestImpl({&aIn, &bIn, &mismatched}, axis, expected, sample, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 358 | } |
| 359 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 360 | BOOST_DATA_TEST_CASE(MismatchedInputRanks, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 361 | { |
| 362 | int32_t axis = 2; |
| 363 | TestTensor aIn{armnn::TensorShape{1,1,2},{0,1}}; |
| 364 | TestTensor bIn{armnn::TensorShape{1,1},{4}}; |
| 365 | TestTensor expected{armnn::TensorShape{1,1,3},{0,1,4}}; |
| 366 | |
| 367 | // The input dimensions must be compatible |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 368 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 369 | ConcatTestImpl({&aIn, &bIn}, axis, expected, sample, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 370 | } |
| 371 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 372 | BOOST_DATA_TEST_CASE(MismatchedOutputDimensions, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 373 | { |
| 374 | int32_t axis = 3; |
| 375 | TestTensor aIn{armnn::TensorShape{1,1,2,2},{0, 1, |
| 376 | 2, 3}}; |
| 377 | TestTensor bIn{armnn::TensorShape{1,1,2,3},{4, 5, 6, |
| 378 | 7, 8, 9}}; |
| 379 | TestTensor cIn{armnn::TensorShape{1,1,2,1},{10, |
| 380 | 11}}; |
| 381 | |
| 382 | TestTensor mismatched{armnn::TensorShape{1,1,6,2},{0, 1, 4, 5, 6, 10, |
| 383 | 2, 3, 7, 8, 9, 11}}; |
| 384 | |
| 385 | // The input and output dimensions must be compatible |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 386 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 387 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, mismatched, sample, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 388 | } |
| 389 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 390 | BOOST_DATA_TEST_CASE(MismatchedOutputRank, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 391 | { |
| 392 | int32_t axis = 3; |
| 393 | TestTensor aIn{armnn::TensorShape{1,1,2,2},{0, 1, |
| 394 | 2, 3}}; |
| 395 | TestTensor bIn{armnn::TensorShape{1,1,2,3},{4, 5, 6, |
| 396 | 7, 8, 9}}; |
| 397 | TestTensor cIn{armnn::TensorShape{1,1,2,1},{10, |
| 398 | 11}}; |
| 399 | |
| 400 | TestTensor mismatched{armnn::TensorShape{6,2},{0, 1, 4, 5, 6, 10, |
| 401 | 2, 3, 7, 8, 9, 11}}; |
| 402 | |
| 403 | // The input and output ranks must match |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 404 | V1_0::ErrorStatus expectedParserStatus = V1_0::ErrorStatus::GENERAL_FAILURE; |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 405 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, mismatched, sample, expectedParserStatus); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 406 | } |
| 407 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 408 | BOOST_DATA_TEST_CASE(ValidNegativeAxis, COMPUTE_DEVICES) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 409 | { |
| 410 | // this is the same as 3 |
| 411 | // see: https://www.tensorflow.org/api_docs/python/tf/concat |
| 412 | int32_t axis = -1; |
| 413 | TestTensor aIn{armnn::TensorShape{1,1,2,2},{0, 1, |
| 414 | 2, 3}}; |
| 415 | TestTensor bIn{armnn::TensorShape{1,1,2,3},{4, 5, 6, |
| 416 | 7, 8, 9}}; |
| 417 | TestTensor cIn{armnn::TensorShape{1,1,2,1},{10, |
| 418 | 11}}; |
| 419 | |
| 420 | TestTensor expected{armnn::TensorShape{1,1,2,6},{0, 1, 4, 5, 6, 10, |
| 421 | 2, 3, 7, 8, 9, 11}}; |
| 422 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 423 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 424 | } |
| 425 | |
| 426 | BOOST_DATA_TEST_CASE(SimpleConcatAxisZero3D, COMPUTE_DEVICES) |
| 427 | { |
| 428 | int32_t axis = 0; |
| 429 | TestTensor aIn{armnn::TensorShape{1,1,1},{0}}; |
| 430 | TestTensor bIn{armnn::TensorShape{1,1,1},{1}}; |
| 431 | TestTensor cIn{armnn::TensorShape{1,1,1},{2}}; |
| 432 | |
| 433 | TestTensor expected{armnn::TensorShape{3,1,1},{0,1,2}}; |
| 434 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 435 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 436 | } |
| 437 | |
| 438 | BOOST_DATA_TEST_CASE(SimpleConcatAxisOne3D, COMPUTE_DEVICES) |
| 439 | { |
| 440 | int32_t axis = 1; |
| 441 | TestTensor aIn{armnn::TensorShape{1,1,1},{0}}; |
| 442 | TestTensor bIn{armnn::TensorShape{1,1,1},{1}}; |
| 443 | TestTensor cIn{armnn::TensorShape{1,1,1},{2}}; |
| 444 | |
| 445 | TestTensor expected{armnn::TensorShape{1,3,1},{0,1,2}}; |
| 446 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 447 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 448 | } |
| 449 | |
| 450 | BOOST_DATA_TEST_CASE(SimpleConcatAxisTwo3D, COMPUTE_DEVICES) |
| 451 | { |
| 452 | int32_t axis = 2; |
| 453 | TestTensor aIn{armnn::TensorShape{1,1,1},{0}}; |
| 454 | TestTensor bIn{armnn::TensorShape{1,1,1},{1}}; |
| 455 | TestTensor cIn{armnn::TensorShape{1,1,1},{2}}; |
| 456 | |
| 457 | TestTensor expected{armnn::TensorShape{1,1,3},{0,1,2}}; |
| 458 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 459 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 460 | } |
| 461 | |
| 462 | BOOST_DATA_TEST_CASE(SimpleConcatAxisZero2D, COMPUTE_DEVICES) |
| 463 | { |
| 464 | int32_t axis = 0; |
| 465 | TestTensor aIn{armnn::TensorShape{1,1},{0}}; |
| 466 | TestTensor bIn{armnn::TensorShape{1,1},{1}}; |
| 467 | TestTensor cIn{armnn::TensorShape{1,1},{2}}; |
| 468 | |
| 469 | TestTensor expected{armnn::TensorShape{3,1},{0,1,2}}; |
| 470 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 471 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 472 | } |
| 473 | |
| 474 | BOOST_DATA_TEST_CASE(SimpleConcatAxisOne2D, COMPUTE_DEVICES) |
| 475 | { |
| 476 | int32_t axis = 1; |
| 477 | TestTensor aIn{armnn::TensorShape{1,1},{0}}; |
| 478 | TestTensor bIn{armnn::TensorShape{1,1},{1}}; |
| 479 | TestTensor cIn{armnn::TensorShape{1,1},{2}}; |
| 480 | |
| 481 | TestTensor expected{armnn::TensorShape{1,3},{0,1,2}}; |
| 482 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 483 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 484 | } |
| 485 | |
| 486 | BOOST_DATA_TEST_CASE(SimpleConcatAxisZero1D, COMPUTE_DEVICES) |
| 487 | { |
| 488 | int32_t axis = 0; |
| 489 | TestTensor aIn{armnn::TensorShape{1},{0}}; |
| 490 | TestTensor bIn{armnn::TensorShape{1},{1}}; |
| 491 | TestTensor cIn{armnn::TensorShape{1},{2}}; |
| 492 | |
| 493 | TestTensor expected{armnn::TensorShape{3},{0,1,2}}; |
| 494 | |
Jim Flynn | 7b1e41f | 2019-05-22 18:00:04 +0100 | [diff] [blame] | 495 | ConcatTestImpl({&aIn, &bIn, &cIn}, axis, expected, sample); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 496 | } |
| 497 | |
| 498 | BOOST_AUTO_TEST_SUITE_END() |