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 | // |
| 5 | #pragma once |
| 6 | |
| 7 | #ifndef LOG_TAG |
| 8 | #define LOG_TAG "ArmnnDriverTests" |
| 9 | #endif // LOG_TAG |
| 10 | |
| 11 | #include "../ArmnnDriver.hpp" |
| 12 | #include <iosfwd> |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 13 | #include <android/hidl/allocator/1.0/IAllocator.h> |
| 14 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 15 | // Some of the short name macros from 'third-party/doctest/doctest.h' clash with macros in |
| 16 | // 'system/core/base/include/android-base/logging.h' so we use the full DOCTEST macro names |
| 17 | #ifndef DOCTEST_CONFIG_NO_SHORT_MACRO_NAMES |
| 18 | #define DOCTEST_CONFIG_NO_SHORT_MACRO_NAMES |
| 19 | #endif // DOCTEST_CONFIG_NO_SHORT_MACRO_NAMES |
| 20 | |
| 21 | #include <doctest/doctest.h> |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 22 | |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 23 | using RequestArgument = V1_0::RequestArgument; |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 24 | using ::android::hidl::allocator::V1_0::IAllocator; |
| 25 | |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 26 | using ::android::hidl::memory::V1_0::IMemory; |
| 27 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 28 | namespace android |
| 29 | { |
| 30 | namespace hardware |
| 31 | { |
| 32 | namespace neuralnetworks |
| 33 | { |
| 34 | namespace V1_0 |
| 35 | { |
| 36 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 37 | std::ostream& operator<<(std::ostream& os, V1_0::ErrorStatus stat); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 38 | |
| 39 | } // namespace android::hardware::neuralnetworks::V1_0 |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 40 | |
| 41 | #ifdef ARMNN_ANDROID_NN_V1_3 |
| 42 | namespace V1_3 |
| 43 | { |
| 44 | |
| 45 | std::ostream& operator<<(std::ostream& os, V1_3::ErrorStatus stat); |
| 46 | |
| 47 | } // namespace android::hardware::neuralnetworks::V1_3 |
| 48 | #endif |
| 49 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 50 | } // namespace android::hardware::neuralnetworks |
| 51 | } // namespace android::hardware |
| 52 | } // namespace android |
| 53 | |
| 54 | namespace driverTestHelpers |
| 55 | { |
| 56 | |
Matteo Martincigh | 8b287c2 | 2018-09-07 09:25:10 +0100 | [diff] [blame] | 57 | std::ostream& operator<<(std::ostream& os, V1_0::ErrorStatus stat); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 58 | |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 59 | #ifdef ARMNN_ANDROID_NN_V1_3 |
| 60 | std::ostream& operator<<(std::ostream& os, V1_3::ErrorStatus stat); |
| 61 | #endif |
| 62 | |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 63 | struct ExecutionCallback : public V1_0::IExecutionCallback |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 64 | { |
| 65 | ExecutionCallback() : mNotified(false) {} |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 66 | Return<void> notify(V1_0::ErrorStatus status) override; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 67 | /// wait until the callback has notified us that it is done |
| 68 | Return<void> wait(); |
| 69 | |
| 70 | private: |
| 71 | // use a mutex and a condition variable to wait for asynchronous callbacks |
| 72 | std::mutex mMutex; |
| 73 | std::condition_variable mCondition; |
| 74 | // and a flag, in case we are notified before the wait call |
| 75 | bool mNotified; |
| 76 | }; |
| 77 | |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 78 | class PreparedModelCallback : public V1_0::IPreparedModelCallback |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 79 | { |
| 80 | public: |
| 81 | PreparedModelCallback() |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 82 | : m_ErrorStatus(V1_0::ErrorStatus::NONE) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 83 | , m_PreparedModel() |
| 84 | { } |
| 85 | ~PreparedModelCallback() override { } |
| 86 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 87 | Return<void> notify(V1_0::ErrorStatus status, |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 88 | const android::sp<V1_0::IPreparedModel>& preparedModel) override; |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 89 | V1_0::ErrorStatus GetErrorStatus() { return m_ErrorStatus; } |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 90 | android::sp<V1_0::IPreparedModel> GetPreparedModel() { return m_PreparedModel; } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 91 | |
| 92 | private: |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 93 | V1_0::ErrorStatus m_ErrorStatus; |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 94 | android::sp<V1_0::IPreparedModel> m_PreparedModel; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 95 | }; |
| 96 | |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 97 | #if defined(ARMNN_ANDROID_NN_V1_2) || defined(ARMNN_ANDROID_NN_V1_3) |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 98 | |
| 99 | class PreparedModelCallback_1_2 : public V1_2::IPreparedModelCallback |
| 100 | { |
| 101 | public: |
| 102 | PreparedModelCallback_1_2() |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 103 | : m_ErrorStatus(V1_0::ErrorStatus::NONE) |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 104 | , m_PreparedModel() |
| 105 | , m_PreparedModel_1_2() |
| 106 | { } |
| 107 | ~PreparedModelCallback_1_2() override { } |
| 108 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 109 | Return<void> notify(V1_0::ErrorStatus status, const android::sp<V1_0::IPreparedModel>& preparedModel) override; |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 110 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 111 | Return<void> notify_1_2(V1_0::ErrorStatus status, const android::sp<V1_2::IPreparedModel>& preparedModel) override; |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 112 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 113 | V1_0::ErrorStatus GetErrorStatus() { return m_ErrorStatus; } |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 114 | |
| 115 | android::sp<V1_0::IPreparedModel> GetPreparedModel() { return m_PreparedModel; } |
| 116 | |
| 117 | android::sp<V1_2::IPreparedModel> GetPreparedModel_1_2() { return m_PreparedModel_1_2; } |
| 118 | |
| 119 | private: |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 120 | V1_0::ErrorStatus m_ErrorStatus; |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 121 | android::sp<V1_0::IPreparedModel> m_PreparedModel; |
| 122 | android::sp<V1_2::IPreparedModel> m_PreparedModel_1_2; |
| 123 | }; |
| 124 | |
| 125 | #endif |
| 126 | |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 127 | #ifdef ARMNN_ANDROID_NN_V1_3 |
| 128 | |
| 129 | class PreparedModelCallback_1_3 : public V1_3::IPreparedModelCallback |
| 130 | { |
| 131 | public: |
| 132 | PreparedModelCallback_1_3() |
| 133 | : m_1_0_ErrorStatus(V1_0::ErrorStatus::NONE) |
| 134 | , m_1_3_ErrorStatus(V1_3::ErrorStatus::NONE) |
| 135 | , m_PreparedModel() |
| 136 | , m_PreparedModel_1_2() |
| 137 | , m_PreparedModel_1_3() |
| 138 | { } |
| 139 | ~PreparedModelCallback_1_3() override { } |
| 140 | |
| 141 | Return<void> notify(V1_0::ErrorStatus status, const android::sp<V1_0::IPreparedModel>& preparedModel) override; |
| 142 | |
| 143 | Return<void> notify_1_2(V1_0::ErrorStatus status, const android::sp<V1_2::IPreparedModel>& preparedModel) override; |
| 144 | |
| 145 | Return<void> notify_1_3(V1_3::ErrorStatus status, const android::sp<V1_3::IPreparedModel>& preparedModel) override; |
| 146 | |
| 147 | V1_0::ErrorStatus GetErrorStatus() { return m_1_0_ErrorStatus; } |
| 148 | |
| 149 | V1_3::ErrorStatus Get_1_3_ErrorStatus() { return m_1_3_ErrorStatus; } |
| 150 | |
| 151 | android::sp<V1_0::IPreparedModel> GetPreparedModel() { return m_PreparedModel; } |
| 152 | |
| 153 | android::sp<V1_2::IPreparedModel> GetPreparedModel_1_2() { return m_PreparedModel_1_2; } |
| 154 | |
| 155 | android::sp<V1_3::IPreparedModel> GetPreparedModel_1_3() { return m_PreparedModel_1_3; } |
| 156 | |
| 157 | private: |
| 158 | V1_0::ErrorStatus m_1_0_ErrorStatus; |
| 159 | V1_3::ErrorStatus m_1_3_ErrorStatus; |
| 160 | android::sp<V1_0::IPreparedModel> m_PreparedModel; |
| 161 | android::sp<V1_2::IPreparedModel> m_PreparedModel_1_2; |
| 162 | android::sp<V1_3::IPreparedModel> m_PreparedModel_1_3; |
| 163 | }; |
| 164 | |
| 165 | #endif |
| 166 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 167 | hidl_memory allocateSharedMemory(int64_t size); |
| 168 | |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 169 | template<typename T> |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 170 | android::sp<IMemory> AddPoolAndGetData(uint32_t size, V1_0::Request& request) |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 171 | { |
| 172 | hidl_memory pool; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 173 | |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 174 | android::sp<IAllocator> allocator = IAllocator::getService("ashmem"); |
| 175 | allocator->allocate(sizeof(T) * size, [&](bool success, const hidl_memory& mem) { |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 176 | DOCTEST_CHECK(success); |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 177 | pool = mem; |
| 178 | }); |
| 179 | |
| 180 | request.pools.resize(request.pools.size() + 1); |
| 181 | request.pools[request.pools.size() - 1] = pool; |
| 182 | |
| 183 | android::sp<IMemory> mapped = mapMemory(pool); |
| 184 | mapped->update(); |
| 185 | return mapped; |
| 186 | } |
| 187 | |
| 188 | template<typename T> |
Narumol Prangnawarat | 558a1d4 | 2022-02-07 13:12:24 +0000 | [diff] [blame^] | 189 | android::sp<IMemory> AddPoolAndSetData(uint32_t size, V1_0::Request& request, const T* data) |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 190 | { |
| 191 | android::sp<IMemory> memory = AddPoolAndGetData<T>(size, request); |
| 192 | |
| 193 | T* dst = static_cast<T*>(static_cast<void*>(memory->getPointer())); |
| 194 | |
| 195 | memcpy(dst, data, size * sizeof(T)); |
Narumol Prangnawarat | 558a1d4 | 2022-02-07 13:12:24 +0000 | [diff] [blame^] | 196 | |
| 197 | return memory; |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 198 | } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 199 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 200 | template<typename HalPolicy, |
| 201 | typename HalModel = typename HalPolicy::Model, |
| 202 | typename HalOperand = typename HalPolicy::Operand> |
| 203 | void AddOperand(HalModel& model, const HalOperand& op) |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 204 | { |
| 205 | model.operands.resize(model.operands.size() + 1); |
| 206 | model.operands[model.operands.size() - 1] = op; |
| 207 | } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 208 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 209 | template<typename HalPolicy, typename HalModel = typename HalPolicy::Model> |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 210 | void AddBoolOperand(HalModel& model, bool value, uint32_t numberOfConsumers = 1) |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 211 | { |
| 212 | using HalOperand = typename HalPolicy::Operand; |
| 213 | using HalOperandType = typename HalPolicy::OperandType; |
| 214 | using HalOperandLifeTime = typename HalPolicy::OperandLifeTime; |
| 215 | |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 216 | V1_0::DataLocation location = {}; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 217 | location.offset = model.operandValues.size(); |
| 218 | location.length = sizeof(uint8_t); |
| 219 | |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 220 | HalOperand op = {}; |
| 221 | op.type = HalOperandType::BOOL; |
| 222 | op.dimensions = hidl_vec<uint32_t>{}; |
| 223 | op.lifetime = HalOperandLifeTime::CONSTANT_COPY; |
| 224 | op.location = location; |
| 225 | op.numberOfConsumers = numberOfConsumers; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 226 | |
| 227 | model.operandValues.resize(model.operandValues.size() + location.length); |
| 228 | *reinterpret_cast<uint8_t*>(&model.operandValues[location.offset]) = static_cast<uint8_t>(value); |
| 229 | |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 230 | AddOperand<HalModel>(model, op); |
| 231 | } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 232 | |
| 233 | template<typename T> |
| 234 | OperandType TypeToOperandType(); |
| 235 | |
| 236 | template<> |
| 237 | OperandType TypeToOperandType<float>(); |
| 238 | |
| 239 | template<> |
| 240 | OperandType TypeToOperandType<int32_t>(); |
| 241 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 242 | template<typename HalPolicy, |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 243 | typename HalModel = typename HalPolicy::Model, |
| 244 | typename HalOperandType = typename HalPolicy::OperandType> |
| 245 | void AddInputOperand(HalModel& model, |
| 246 | const hidl_vec<uint32_t>& dimensions, |
| 247 | HalOperandType operandType = HalOperandType::TENSOR_FLOAT32, |
| 248 | double scale = 0.f, |
| 249 | int offset = 0, |
| 250 | uint32_t numberOfConsumers = 1) |
| 251 | { |
| 252 | using HalOperand = typename HalPolicy::Operand; |
| 253 | using HalOperandLifeTime = typename HalPolicy::OperandLifeTime; |
| 254 | |
| 255 | HalOperand op = {}; |
| 256 | op.type = operandType; |
| 257 | op.scale = scale; |
| 258 | op.zeroPoint = offset; |
| 259 | op.dimensions = dimensions; |
| 260 | op.lifetime = HalOperandLifeTime::MODEL_INPUT; |
| 261 | op.numberOfConsumers = numberOfConsumers; |
| 262 | |
| 263 | AddOperand<HalPolicy>(model, op); |
| 264 | |
| 265 | model.inputIndexes.resize(model.inputIndexes.size() + 1); |
| 266 | model.inputIndexes[model.inputIndexes.size() - 1] = model.operands.size() - 1; |
| 267 | } |
| 268 | |
| 269 | template<typename HalPolicy, |
| 270 | typename HalModel = typename HalPolicy::Model, |
| 271 | typename HalOperandType = typename HalPolicy::OperandType> |
| 272 | void AddOutputOperand(HalModel& model, |
| 273 | const hidl_vec<uint32_t>& dimensions, |
| 274 | HalOperandType operandType = HalOperandType::TENSOR_FLOAT32, |
| 275 | double scale = 0.f, |
| 276 | int offset = 0, |
| 277 | uint32_t numberOfConsumers = 0) |
| 278 | { |
| 279 | using HalOperand = typename HalPolicy::Operand; |
| 280 | using HalOperandLifeTime = typename HalPolicy::OperandLifeTime; |
| 281 | |
| 282 | HalOperand op = {}; |
| 283 | op.type = operandType; |
| 284 | op.scale = scale; |
| 285 | op.zeroPoint = offset; |
| 286 | op.dimensions = dimensions; |
| 287 | op.lifetime = HalOperandLifeTime::MODEL_OUTPUT; |
| 288 | op.numberOfConsumers = numberOfConsumers; |
| 289 | |
| 290 | AddOperand<HalPolicy>(model, op); |
| 291 | |
| 292 | model.outputIndexes.resize(model.outputIndexes.size() + 1); |
| 293 | model.outputIndexes[model.outputIndexes.size() - 1] = model.operands.size() - 1; |
| 294 | } |
| 295 | |
| 296 | android::sp<V1_0::IPreparedModel> PrepareModelWithStatus(const V1_0::Model& model, |
| 297 | armnn_driver::ArmnnDriver& driver, |
| 298 | V1_0::ErrorStatus& prepareStatus, |
| 299 | V1_0::ErrorStatus expectedStatus = V1_0::ErrorStatus::NONE); |
| 300 | |
| 301 | #if defined(ARMNN_ANDROID_NN_V1_1) || defined(ARMNN_ANDROID_NN_V1_2) || defined(ARMNN_ANDROID_NN_V1_3) |
| 302 | |
| 303 | android::sp<V1_0::IPreparedModel> PrepareModelWithStatus(const V1_1::Model& model, |
| 304 | armnn_driver::ArmnnDriver& driver, |
| 305 | V1_0::ErrorStatus& prepareStatus, |
| 306 | V1_0::ErrorStatus expectedStatus = V1_0::ErrorStatus::NONE); |
| 307 | |
| 308 | #endif |
| 309 | |
| 310 | template<typename HalModel> |
| 311 | android::sp<V1_0::IPreparedModel> PrepareModel(const HalModel& model, |
| 312 | armnn_driver::ArmnnDriver& driver) |
| 313 | { |
| 314 | V1_0::ErrorStatus prepareStatus = V1_0::ErrorStatus::NONE; |
| 315 | return PrepareModelWithStatus(model, driver, prepareStatus); |
| 316 | } |
| 317 | |
| 318 | #if defined(ARMNN_ANDROID_NN_V1_2) || defined(ARMNN_ANDROID_NN_V1_3) |
| 319 | |
| 320 | android::sp<V1_2::IPreparedModel> PrepareModelWithStatus_1_2(const armnn_driver::hal_1_2::HalPolicy::Model& model, |
| 321 | armnn_driver::ArmnnDriver& driver, |
| 322 | V1_0::ErrorStatus& prepareStatus, |
| 323 | V1_0::ErrorStatus expectedStatus = V1_0::ErrorStatus::NONE); |
| 324 | |
| 325 | template<typename HalModel> |
| 326 | android::sp<V1_2::IPreparedModel> PrepareModel_1_2(const HalModel& model, |
| 327 | armnn_driver::ArmnnDriver& driver) |
| 328 | { |
| 329 | V1_0::ErrorStatus prepareStatus = V1_0::ErrorStatus::NONE; |
| 330 | return PrepareModelWithStatus_1_2(model, driver, prepareStatus); |
| 331 | } |
| 332 | |
| 333 | #endif |
| 334 | |
| 335 | #ifdef ARMNN_ANDROID_NN_V1_3 |
| 336 | |
| 337 | template<typename HalPolicy> |
| 338 | void AddOperand(armnn_driver::hal_1_3::HalPolicy::Model& model, |
| 339 | const armnn_driver::hal_1_3::HalPolicy::Operand& op) |
| 340 | { |
| 341 | model.main.operands.resize(model.main.operands.size() + 1); |
| 342 | model.main.operands[model.main.operands.size() - 1] = op; |
| 343 | } |
| 344 | |
| 345 | template<typename HalPolicy> |
| 346 | void AddInputOperand(armnn_driver::hal_1_3::HalPolicy::Model& model, |
| 347 | const hidl_vec<uint32_t>& dimensions, |
| 348 | armnn_driver::hal_1_3::HalPolicy::OperandType operandType = |
| 349 | armnn_driver::hal_1_3::HalPolicy::OperandType::TENSOR_FLOAT32, |
| 350 | double scale = 0.f, |
| 351 | int offset = 0, |
| 352 | uint32_t numberOfConsumers = 1) |
| 353 | { |
| 354 | using HalOperand = typename armnn_driver::hal_1_3::HalPolicy::Operand; |
| 355 | using HalOperandLifeTime = typename armnn_driver::hal_1_3::HalPolicy::OperandLifeTime; |
| 356 | |
| 357 | HalOperand op = {}; |
| 358 | op.type = operandType; |
| 359 | op.scale = scale; |
| 360 | op.zeroPoint = offset; |
| 361 | op.dimensions = dimensions; |
| 362 | op.lifetime = HalOperandLifeTime::SUBGRAPH_INPUT; |
| 363 | op.numberOfConsumers = numberOfConsumers; |
| 364 | |
| 365 | AddOperand<HalPolicy>(model, op); |
| 366 | |
| 367 | model.main.inputIndexes.resize(model.main.inputIndexes.size() + 1); |
| 368 | model.main.inputIndexes[model.main.inputIndexes.size() - 1] = model.main.operands.size() - 1; |
| 369 | } |
| 370 | |
| 371 | template<typename HalPolicy> |
| 372 | void AddOutputOperand(armnn_driver::hal_1_3::HalPolicy::Model& model, |
| 373 | const hidl_vec<uint32_t>& dimensions, |
| 374 | armnn_driver::hal_1_3::HalPolicy::OperandType operandType = |
| 375 | armnn_driver::hal_1_3::HalPolicy::OperandType::TENSOR_FLOAT32, |
| 376 | double scale = 0.f, |
| 377 | int offset = 0, |
| 378 | uint32_t numberOfConsumers = 0) |
| 379 | { |
| 380 | using HalOperand = typename armnn_driver::hal_1_3::HalPolicy::Operand; |
| 381 | using HalOperandLifeTime = typename armnn_driver::hal_1_3::HalPolicy::OperandLifeTime; |
| 382 | |
| 383 | HalOperand op = {}; |
| 384 | op.type = operandType; |
| 385 | op.scale = scale; |
| 386 | op.zeroPoint = offset; |
| 387 | op.dimensions = dimensions; |
| 388 | op.lifetime = HalOperandLifeTime::SUBGRAPH_OUTPUT; |
| 389 | op.numberOfConsumers = numberOfConsumers; |
| 390 | |
| 391 | AddOperand<HalPolicy>(model, op); |
| 392 | |
| 393 | model.main.outputIndexes.resize(model.main.outputIndexes.size() + 1); |
| 394 | model.main.outputIndexes[model.main.outputIndexes.size() - 1] = model.main.operands.size() - 1; |
| 395 | } |
| 396 | |
| 397 | android::sp<V1_3::IPreparedModel> PrepareModelWithStatus_1_3(const armnn_driver::hal_1_3::HalPolicy::Model& model, |
| 398 | armnn_driver::ArmnnDriver& driver, |
David Monahan | 8260956 | 2020-08-31 15:50:32 +0100 | [diff] [blame] | 399 | V1_3::ErrorStatus& prepareStatus, |
| 400 | V1_3::Priority priority = V1_3::Priority::LOW); |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 401 | |
| 402 | template<typename HalModel> |
| 403 | android::sp<V1_3::IPreparedModel> PrepareModel_1_3(const HalModel& model, |
| 404 | armnn_driver::ArmnnDriver& driver) |
| 405 | { |
| 406 | V1_3::ErrorStatus prepareStatus = V1_3::ErrorStatus::NONE; |
| 407 | return PrepareModelWithStatus_1_3(model, driver, prepareStatus); |
| 408 | } |
| 409 | |
| 410 | #endif |
| 411 | |
| 412 | template<typename HalPolicy, |
| 413 | typename T, |
| 414 | typename HalModel = typename HalPolicy::Model, |
| 415 | typename HalOperandType = typename HalPolicy::OperandType, |
| 416 | typename HalOperandLifeTime = typename HalPolicy::OperandLifeTime> |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 417 | void AddTensorOperand(HalModel& model, |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 418 | const hidl_vec<uint32_t>& dimensions, |
| 419 | const T* values, |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 420 | HalOperandType operandType = HalOperandType::TENSOR_FLOAT32, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 421 | HalOperandLifeTime operandLifeTime = V1_0::OperandLifeTime::CONSTANT_COPY, |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 422 | double scale = 0.f, |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 423 | int offset = 0, |
| 424 | uint32_t numberOfConsumers = 1) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 425 | { |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 426 | using HalOperand = typename HalPolicy::Operand; |
| 427 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 428 | uint32_t totalElements = 1; |
| 429 | for (uint32_t dim : dimensions) |
| 430 | { |
| 431 | totalElements *= dim; |
| 432 | } |
| 433 | |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 434 | V1_0::DataLocation location = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 435 | location.length = totalElements * sizeof(T); |
| 436 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 437 | if(operandLifeTime == HalOperandLifeTime::CONSTANT_COPY) |
Kevin May | f29a2c5 | 2019-03-14 11:56:32 +0000 | [diff] [blame] | 438 | { |
| 439 | location.offset = model.operandValues.size(); |
| 440 | } |
| 441 | |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 442 | HalOperand op = {}; |
| 443 | op.type = operandType; |
| 444 | op.dimensions = dimensions; |
| 445 | op.scale = scale; |
| 446 | op.zeroPoint = offset; |
| 447 | op.lifetime = HalOperandLifeTime::CONSTANT_COPY; |
| 448 | op.location = location; |
| 449 | op.numberOfConsumers = numberOfConsumers; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 450 | |
| 451 | model.operandValues.resize(model.operandValues.size() + location.length); |
| 452 | for (uint32_t i = 0; i < totalElements; i++) |
| 453 | { |
| 454 | *(reinterpret_cast<T*>(&model.operandValues[location.offset]) + i) = values[i]; |
| 455 | } |
| 456 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 457 | AddOperand<HalPolicy>(model, op); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 458 | } |
| 459 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 460 | template<typename HalPolicy, |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 461 | typename T, |
| 462 | typename HalModel = typename HalPolicy::Model, |
| 463 | typename HalOperandType = typename HalPolicy::OperandType, |
| 464 | typename HalOperandLifeTime = typename HalPolicy::OperandLifeTime> |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 465 | void AddTensorOperand(HalModel& model, |
| 466 | const hidl_vec<uint32_t>& dimensions, |
| 467 | const std::vector<T>& values, |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 468 | HalOperandType operandType = HalPolicy::OperandType::TENSOR_FLOAT32, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 469 | HalOperandLifeTime operandLifeTime = V1_0::OperandLifeTime::CONSTANT_COPY, |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 470 | double scale = 0.f, |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 471 | int offset = 0, |
| 472 | uint32_t numberOfConsumers = 1) |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 473 | { |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 474 | AddTensorOperand<HalPolicy, T>(model, |
| 475 | dimensions, |
| 476 | values.data(), |
| 477 | operandType, |
| 478 | operandLifeTime, |
| 479 | scale, |
| 480 | offset, |
| 481 | numberOfConsumers); |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 482 | } |
| 483 | |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 484 | template<typename HalPolicy, typename HalModel = typename HalPolicy::Model> |
| 485 | void AddIntOperand(HalModel& model, int32_t value, uint32_t numberOfConsumers = 1) |
| 486 | { |
| 487 | using HalOperand = typename HalPolicy::Operand; |
| 488 | using HalOperandType = typename HalPolicy::OperandType; |
| 489 | using HalOperandLifeTime = typename HalPolicy::OperandLifeTime; |
| 490 | |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 491 | V1_0::DataLocation location = {}; |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 492 | location.offset = model.operandValues.size(); |
| 493 | location.length = sizeof(int32_t); |
| 494 | |
| 495 | HalOperand op = {}; |
| 496 | op.type = HalOperandType::INT32; |
| 497 | op.dimensions = hidl_vec<uint32_t>{}; |
| 498 | op.lifetime = HalOperandLifeTime::CONSTANT_COPY; |
| 499 | op.location = location; |
| 500 | op.numberOfConsumers = numberOfConsumers; |
| 501 | |
| 502 | model.operandValues.resize(model.operandValues.size() + location.length); |
| 503 | *reinterpret_cast<int32_t*>(&model.operandValues[location.offset]) = value; |
| 504 | |
| 505 | AddOperand<HalPolicy>(model, op); |
| 506 | } |
| 507 | |
| 508 | template<typename HalPolicy, typename HalModel = typename HalPolicy::Model> |
| 509 | void AddFloatOperand(HalModel& model, |
| 510 | float value, |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 511 | uint32_t numberOfConsumers = 1) |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 512 | { |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 513 | using HalOperand = typename HalPolicy::Operand; |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 514 | using HalOperandType = typename HalPolicy::OperandType; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 515 | using HalOperandLifeTime = typename HalPolicy::OperandLifeTime; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 516 | |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 517 | V1_0::DataLocation location = {}; |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 518 | location.offset = model.operandValues.size(); |
| 519 | location.length = sizeof(float); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 520 | |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 521 | HalOperand op = {}; |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 522 | op.type = HalOperandType::FLOAT32; |
| 523 | op.dimensions = hidl_vec<uint32_t>{}; |
| 524 | op.lifetime = HalOperandLifeTime::CONSTANT_COPY; |
| 525 | op.location = location; |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame] | 526 | op.numberOfConsumers = numberOfConsumers; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 527 | |
Sadik Armagan | 6a903a7 | 2020-05-26 10:41:54 +0100 | [diff] [blame] | 528 | model.operandValues.resize(model.operandValues.size() + location.length); |
| 529 | *reinterpret_cast<float*>(&model.operandValues[location.offset]) = value; |
| 530 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 531 | AddOperand<HalPolicy>(model, op); |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 532 | } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 533 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 534 | V1_0::ErrorStatus Execute(android::sp<V1_0::IPreparedModel> preparedModel, |
| 535 | const V1_0::Request& request, |
| 536 | V1_0::ErrorStatus expectedStatus = V1_0::ErrorStatus::NONE); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 537 | |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 538 | android::sp<ExecutionCallback> ExecuteNoWait(android::sp<V1_0::IPreparedModel> preparedModel, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 539 | const V1_0::Request& request); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 540 | |
| 541 | } // namespace driverTestHelpers |