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" |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 7 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 8 | #include <log/log.h> |
| 9 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 10 | DOCTEST_TEST_SUITE("GenericLayerTests") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 11 | { |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 12 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 13 | using namespace android::hardware; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 14 | using namespace driverTestHelpers; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 15 | using namespace armnn_driver; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 16 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 17 | using HalPolicy = hal_1_0::HalPolicy; |
| 18 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 19 | DOCTEST_TEST_CASE("GetSupportedOperations") |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 20 | { |
| 21 | auto driver = std::make_unique<ArmnnDriver>(DriverOptions(armnn::Compute::CpuRef)); |
| 22 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 23 | V1_0::ErrorStatus errorStatus; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 24 | std::vector<bool> supported; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 25 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 26 | auto cb = [&](V1_0::ErrorStatus _errorStatus, const std::vector<bool>& _supported) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 27 | { |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 28 | errorStatus = _errorStatus; |
| 29 | supported = _supported; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 30 | }; |
| 31 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 32 | HalPolicy::Model model0 = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 33 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 34 | // Add operands |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 35 | int32_t actValue = 0; |
| 36 | float weightValue[] = {2, 4, 1}; |
| 37 | float biasValue[] = {4}; |
| 38 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 39 | AddInputOperand<HalPolicy>(model0, hidl_vec<uint32_t>{1, 3}); |
| 40 | AddTensorOperand<HalPolicy>(model0, hidl_vec<uint32_t>{1, 3}, weightValue); |
| 41 | AddTensorOperand<HalPolicy>(model0, hidl_vec<uint32_t>{1}, biasValue); |
| 42 | AddIntOperand<HalPolicy>(model0, actValue); |
| 43 | AddOutputOperand<HalPolicy>(model0, hidl_vec<uint32_t>{1, 1}); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 44 | |
| 45 | model0.operations.resize(1); |
| 46 | |
| 47 | // Make a correct fully connected operation |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 48 | model0.operations[0].type = HalPolicy::OperationType::FULLY_CONNECTED; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 49 | model0.operations[0].inputs = hidl_vec<uint32_t>{0, 1, 2, 3}; |
| 50 | model0.operations[0].outputs = hidl_vec<uint32_t>{4}; |
| 51 | |
| 52 | driver->getSupportedOperations(model0, cb); |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 53 | DOCTEST_CHECK((int)errorStatus == (int)V1_0::ErrorStatus::NONE); |
| 54 | DOCTEST_CHECK(supported.size() == (size_t)1); |
| 55 | DOCTEST_CHECK(supported[0] == true); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 56 | |
Matteo Martincigh | 8b287c2 | 2018-09-07 09:25:10 +0100 | [diff] [blame] | 57 | V1_0::Model model1 = {}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 58 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 59 | AddInputOperand<HalPolicy>(model1, hidl_vec<uint32_t>{1, 3}); |
| 60 | AddTensorOperand<HalPolicy>(model1, hidl_vec<uint32_t>{1, 3}, weightValue); |
| 61 | AddTensorOperand<HalPolicy>(model1, hidl_vec<uint32_t>{1}, biasValue); |
| 62 | AddIntOperand<HalPolicy>(model1, actValue); |
| 63 | AddOutputOperand<HalPolicy>(model1, hidl_vec<uint32_t>{1, 1}); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 64 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 65 | model1.operations.resize(2); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 66 | |
| 67 | // Make a correct fully connected operation |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 68 | model1.operations[0].type = HalPolicy::OperationType::FULLY_CONNECTED; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 69 | model1.operations[0].inputs = hidl_vec<uint32_t>{0, 1, 2, 3}; |
| 70 | model1.operations[0].outputs = hidl_vec<uint32_t>{4}; |
| 71 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 72 | // Add an incorrect fully connected operation |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 73 | AddIntOperand<HalPolicy>(model1, actValue); |
| 74 | AddOutputOperand<HalPolicy>(model1, hidl_vec<uint32_t>{1, 1}); |
| 75 | |
| 76 | model1.operations[1].type = HalPolicy::OperationType::FULLY_CONNECTED; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 77 | model1.operations[1].inputs = hidl_vec<uint32_t>{4}; // Only 1 input operand, expected 4 |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 78 | model1.operations[1].outputs = hidl_vec<uint32_t>{5}; |
| 79 | |
| 80 | driver->getSupportedOperations(model1, cb); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 81 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 82 | DOCTEST_CHECK((int)errorStatus == (int)V1_0::ErrorStatus::INVALID_ARGUMENT); |
| 83 | DOCTEST_CHECK(supported.empty()); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 84 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 85 | // Test Broadcast on add/mul operators |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 86 | HalPolicy::Model model2 = {}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 87 | |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 88 | AddInputOperand<HalPolicy>(model2, |
| 89 | hidl_vec<uint32_t>{1, 1, 3, 4}, |
| 90 | HalPolicy::OperandType::TENSOR_FLOAT32, |
| 91 | 0.0f, |
| 92 | 0, |
| 93 | 2); |
| 94 | AddInputOperand<HalPolicy>(model2, |
| 95 | hidl_vec<uint32_t>{4}, |
| 96 | HalPolicy::OperandType::TENSOR_FLOAT32, |
| 97 | 0.0f, |
| 98 | 0, |
| 99 | 2); |
| 100 | AddIntOperand<HalPolicy>(model2, actValue, 2); |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 101 | AddOutputOperand<HalPolicy>(model2, hidl_vec<uint32_t>{1, 1, 3, 4}); |
| 102 | AddOutputOperand<HalPolicy>(model2, hidl_vec<uint32_t>{1, 1, 3, 4}); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 103 | |
| 104 | model2.operations.resize(2); |
| 105 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 106 | model2.operations[0].type = HalPolicy::OperationType::ADD; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 107 | model2.operations[0].inputs = hidl_vec<uint32_t>{0, 1, 2}; |
| 108 | model2.operations[0].outputs = hidl_vec<uint32_t>{3}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 109 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 110 | model2.operations[1].type = HalPolicy::OperationType::MUL; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 111 | model2.operations[1].inputs = hidl_vec<uint32_t>{0, 1, 2}; |
| 112 | model2.operations[1].outputs = hidl_vec<uint32_t>{4}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 113 | |
| 114 | driver->getSupportedOperations(model2, cb); |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 115 | DOCTEST_CHECK((int)errorStatus == (int)V1_0::ErrorStatus::NONE); |
| 116 | DOCTEST_CHECK(supported.size() == (size_t)2); |
| 117 | DOCTEST_CHECK(supported[0] == true); |
| 118 | DOCTEST_CHECK(supported[1] == true); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 119 | |
Matteo Martincigh | 8b287c2 | 2018-09-07 09:25:10 +0100 | [diff] [blame] | 120 | V1_0::Model model3 = {}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 121 | |
Aron Virginas-Tar | 8edb16d | 2019-10-01 13:34:59 +0100 | [diff] [blame] | 122 | AddInputOperand<HalPolicy>(model3, |
| 123 | hidl_vec<uint32_t>{1, 1, 3, 4}, |
| 124 | HalPolicy::OperandType::TENSOR_INT32); |
| 125 | AddInputOperand<HalPolicy>(model3, |
| 126 | hidl_vec<uint32_t>{4}, |
| 127 | HalPolicy::OperandType::TENSOR_INT32); |
| 128 | AddInputOperand<HalPolicy>(model3, hidl_vec<uint32_t>{1, 1, 3, 4}); |
| 129 | |
| 130 | AddOutputOperand<HalPolicy>(model3, hidl_vec<uint32_t>{1, 1, 3, 4}); |
| 131 | AddOutputOperand<HalPolicy>(model3, |
| 132 | hidl_vec<uint32_t>{1, 1, 3, 4}, |
| 133 | HalPolicy::OperandType::TENSOR_QUANT8_ASYMM, |
| 134 | 1.f / 225.f); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 135 | |
| 136 | model3.operations.resize(1); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 137 | |
| 138 | // Add unsupported operation, should return no error but we don't support it |
Aron Virginas-Tar | 8edb16d | 2019-10-01 13:34:59 +0100 | [diff] [blame] | 139 | model3.operations[0].type = HalPolicy::OperationType::HASHTABLE_LOOKUP; |
| 140 | model3.operations[0].inputs = hidl_vec<uint32_t>{0, 1, 2}; |
| 141 | model3.operations[0].outputs = hidl_vec<uint32_t>{3, 4}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 142 | |
| 143 | driver->getSupportedOperations(model3, cb); |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 144 | DOCTEST_CHECK((int)errorStatus == (int)V1_0::ErrorStatus::NONE); |
| 145 | DOCTEST_CHECK(supported.size() == (size_t)1); |
| 146 | DOCTEST_CHECK(supported[0] == false); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 147 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 148 | HalPolicy::Model model4 = {}; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 149 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 150 | AddIntOperand<HalPolicy>(model4, 0); |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 151 | |
| 152 | model4.operations.resize(1); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 153 | |
| 154 | // Add invalid operation |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 155 | model4.operations[0].type = static_cast<HalPolicy::OperationType>(100); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 156 | model4.operations[0].outputs = hidl_vec<uint32_t>{0}; |
| 157 | |
| 158 | driver->getSupportedOperations(model4, cb); |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 159 | DOCTEST_CHECK((int)errorStatus == (int)V1_0::ErrorStatus::INVALID_ARGUMENT); |
| 160 | DOCTEST_CHECK(supported.empty()); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 161 | } |
| 162 | |
| 163 | // The purpose of this test is to ensure that when encountering an unsupported operation |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 164 | // it is skipped and getSupportedOperations() continues (rather than failing and stopping). |
| 165 | // As per IVGCVSW-710. |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 166 | DOCTEST_TEST_CASE("UnsupportedLayerContinueOnFailure") |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 167 | { |
| 168 | auto driver = std::make_unique<ArmnnDriver>(DriverOptions(armnn::Compute::CpuRef)); |
| 169 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 170 | V1_0::ErrorStatus errorStatus; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 171 | std::vector<bool> supported; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 172 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 173 | auto cb = [&](V1_0::ErrorStatus _errorStatus, const std::vector<bool>& _supported) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 174 | { |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 175 | errorStatus = _errorStatus; |
| 176 | supported = _supported; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 177 | }; |
| 178 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 179 | HalPolicy::Model model = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 180 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 181 | // Operands |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 182 | int32_t actValue = 0; |
| 183 | float weightValue[] = {2, 4, 1}; |
| 184 | float biasValue[] = {4}; |
| 185 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 186 | // HASHTABLE_LOOKUP is unsupported at the time of writing this test, but any unsupported layer will do |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 187 | AddInputOperand<HalPolicy>(model, |
| 188 | hidl_vec<uint32_t>{1, 1, 3, 4}, |
| 189 | HalPolicy::OperandType::TENSOR_INT32); |
| 190 | AddInputOperand<HalPolicy>(model, |
| 191 | hidl_vec<uint32_t>{4}, |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 192 | HalPolicy::OperandType::TENSOR_INT32, |
| 193 | 0.0f, |
| 194 | 0, |
| 195 | 2); |
| 196 | AddInputOperand<HalPolicy>(model, |
| 197 | hidl_vec<uint32_t>{1, 1, 3, 4}, |
| 198 | HalPolicy::OperandType::TENSOR_FLOAT32, |
| 199 | 0.0f, |
| 200 | 0, |
| 201 | 2); |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 202 | |
| 203 | AddOutputOperand<HalPolicy>(model, hidl_vec<uint32_t>{1, 1, 3, 4}); |
| 204 | AddOutputOperand<HalPolicy>(model, |
| 205 | hidl_vec<uint32_t>{1, 1, 3, 4}, |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 206 | HalPolicy::OperandType::TENSOR_QUANT8_ASYMM, |
| 207 | 1.f / 225.f); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 208 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 209 | // Fully connected is supported |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 210 | AddInputOperand<HalPolicy>(model, hidl_vec<uint32_t>{1, 3}); |
| 211 | |
| 212 | AddTensorOperand<HalPolicy>(model, hidl_vec<uint32_t>{1, 3}, weightValue); |
| 213 | AddTensorOperand<HalPolicy>(model, hidl_vec<uint32_t>{1}, biasValue); |
| 214 | |
| 215 | AddIntOperand<HalPolicy>(model, actValue); |
| 216 | |
| 217 | AddOutputOperand<HalPolicy>(model, hidl_vec<uint32_t>{1, 1}); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 218 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 219 | // EMBEDDING_LOOKUP is unsupported |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 220 | AddOutputOperand<HalPolicy>(model, hidl_vec<uint32_t>{1, 1, 3, 4}); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 221 | |
| 222 | model.operations.resize(3); |
| 223 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 224 | // Unsupported |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 225 | model.operations[0].type = HalPolicy::OperationType::HASHTABLE_LOOKUP; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 226 | model.operations[0].inputs = hidl_vec<uint32_t>{0, 1, 2}; |
| 227 | model.operations[0].outputs = hidl_vec<uint32_t>{3, 4}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 228 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 229 | // Supported |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 230 | model.operations[1].type = HalPolicy::OperationType::FULLY_CONNECTED; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 231 | model.operations[1].inputs = hidl_vec<uint32_t>{5, 6, 7, 8}; |
| 232 | model.operations[1].outputs = hidl_vec<uint32_t>{9}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 233 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 234 | // Unsupported |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 235 | model.operations[2].type = HalPolicy::OperationType::EMBEDDING_LOOKUP; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 236 | model.operations[2].inputs = hidl_vec<uint32_t>{1, 2}; |
| 237 | model.operations[2].outputs = hidl_vec<uint32_t>{10}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 238 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 239 | // We are testing that the unsupported layers return false and the test continues rather than failing and stopping |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 240 | driver->getSupportedOperations(model, cb); |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 241 | DOCTEST_CHECK((int)errorStatus == (int)V1_0::ErrorStatus::NONE); |
| 242 | DOCTEST_CHECK(supported.size() == (size_t)3); |
| 243 | DOCTEST_CHECK(supported[0] == false); |
| 244 | DOCTEST_CHECK(supported[1] == true); |
| 245 | DOCTEST_CHECK(supported[2] == false); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 246 | } |
| 247 | |
| 248 | // The purpose of this test is to ensure that when encountering an failure |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 249 | // during mem pool mapping we properly report an error to the framework via a callback |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 250 | DOCTEST_TEST_CASE("ModelToINetworkConverterMemPoolFail") |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 251 | { |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 252 | auto driver = std::make_unique<ArmnnDriver>(DriverOptions(armnn::Compute::CpuRef)); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 253 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 254 | V1_0::ErrorStatus errorStatus; |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 255 | std::vector<bool> supported; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 256 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 257 | auto cb = [&](V1_0::ErrorStatus _errorStatus, const std::vector<bool>& _supported) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 258 | { |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 259 | errorStatus = _errorStatus; |
| 260 | supported = _supported; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 261 | }; |
| 262 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 263 | HalPolicy::Model model = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 264 | |
| 265 | model.pools = hidl_vec<hidl_memory>{hidl_memory("Unsuported hidl memory type", nullptr, 0)}; |
| 266 | |
telsoa01 | ce3e84a | 2018-08-31 09:31:35 +0100 | [diff] [blame] | 267 | // Memory pool mapping should fail, we should report an error |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 268 | driver->getSupportedOperations(model, cb); |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 269 | DOCTEST_CHECK((int)errorStatus != (int)V1_0::ErrorStatus::NONE); |
| 270 | DOCTEST_CHECK(supported.empty()); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 271 | } |
| 272 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 273 | } |