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 | #pragma once |
| 6 | |
| 7 | #ifndef LOG_TAG |
| 8 | #define LOG_TAG "ArmnnDriverTests" |
| 9 | #endif // LOG_TAG |
| 10 | |
| 11 | #include "../ArmnnDriver.hpp" |
| 12 | #include <iosfwd> |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 13 | #include <boost/test/unit_test.hpp> |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 14 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 15 | #include <android/hidl/allocator/1.0/IAllocator.h> |
| 16 | |
| 17 | using ::android::hidl::allocator::V1_0::IAllocator; |
| 18 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 19 | namespace android |
| 20 | { |
| 21 | namespace hardware |
| 22 | { |
| 23 | namespace neuralnetworks |
| 24 | { |
| 25 | namespace V1_0 |
| 26 | { |
| 27 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 28 | std::ostream& operator<<(std::ostream& os, V1_0::ErrorStatus stat); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 29 | |
| 30 | } // namespace android::hardware::neuralnetworks::V1_0 |
| 31 | } // namespace android::hardware::neuralnetworks |
| 32 | } // namespace android::hardware |
| 33 | } // namespace android |
| 34 | |
| 35 | namespace driverTestHelpers |
| 36 | { |
| 37 | |
Matteo Martincigh | 8b287c2 | 2018-09-07 09:25:10 +0100 | [diff] [blame] | 38 | std::ostream& operator<<(std::ostream& os, V1_0::ErrorStatus stat); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 39 | |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 40 | struct ExecutionCallback : public V1_0::IExecutionCallback |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 41 | { |
| 42 | ExecutionCallback() : mNotified(false) {} |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 43 | Return<void> notify(V1_0::ErrorStatus status) override; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 44 | /// wait until the callback has notified us that it is done |
| 45 | Return<void> wait(); |
| 46 | |
| 47 | private: |
| 48 | // use a mutex and a condition variable to wait for asynchronous callbacks |
| 49 | std::mutex mMutex; |
| 50 | std::condition_variable mCondition; |
| 51 | // and a flag, in case we are notified before the wait call |
| 52 | bool mNotified; |
| 53 | }; |
| 54 | |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 55 | class PreparedModelCallback : public V1_0::IPreparedModelCallback |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 56 | { |
| 57 | public: |
| 58 | PreparedModelCallback() |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 59 | : m_ErrorStatus(V1_0::ErrorStatus::NONE) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 60 | , m_PreparedModel() |
| 61 | { } |
| 62 | ~PreparedModelCallback() override { } |
| 63 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 64 | Return<void> notify(V1_0::ErrorStatus status, |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 65 | const android::sp<V1_0::IPreparedModel>& preparedModel) override; |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 66 | V1_0::ErrorStatus GetErrorStatus() { return m_ErrorStatus; } |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 67 | android::sp<V1_0::IPreparedModel> GetPreparedModel() { return m_PreparedModel; } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 68 | |
| 69 | private: |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 70 | V1_0::ErrorStatus m_ErrorStatus; |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 71 | android::sp<V1_0::IPreparedModel> m_PreparedModel; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 72 | }; |
| 73 | |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 74 | #ifdef ARMNN_ANDROID_NN_V1_2 |
| 75 | |
| 76 | class PreparedModelCallback_1_2 : public V1_2::IPreparedModelCallback |
| 77 | { |
| 78 | public: |
| 79 | PreparedModelCallback_1_2() |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 80 | : m_ErrorStatus(V1_0::ErrorStatus::NONE) |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 81 | , m_PreparedModel() |
| 82 | , m_PreparedModel_1_2() |
| 83 | { } |
| 84 | ~PreparedModelCallback_1_2() override { } |
| 85 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 86 | 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] | 87 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 88 | 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] | 89 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 90 | V1_0::ErrorStatus GetErrorStatus() { return m_ErrorStatus; } |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 91 | |
| 92 | android::sp<V1_0::IPreparedModel> GetPreparedModel() { return m_PreparedModel; } |
| 93 | |
| 94 | android::sp<V1_2::IPreparedModel> GetPreparedModel_1_2() { return m_PreparedModel_1_2; } |
| 95 | |
| 96 | private: |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 97 | V1_0::ErrorStatus m_ErrorStatus; |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 98 | android::sp<V1_0::IPreparedModel> m_PreparedModel; |
| 99 | android::sp<V1_2::IPreparedModel> m_PreparedModel_1_2; |
| 100 | }; |
| 101 | |
| 102 | #endif |
| 103 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 104 | hidl_memory allocateSharedMemory(int64_t size); |
| 105 | |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 106 | template<typename T> |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 107 | android::sp<IMemory> AddPoolAndGetData(uint32_t size, V1_0::Request& request) |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 108 | { |
| 109 | hidl_memory pool; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 110 | |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 111 | android::sp<IAllocator> allocator = IAllocator::getService("ashmem"); |
| 112 | allocator->allocate(sizeof(T) * size, [&](bool success, const hidl_memory& mem) { |
| 113 | BOOST_TEST(success); |
| 114 | pool = mem; |
| 115 | }); |
| 116 | |
| 117 | request.pools.resize(request.pools.size() + 1); |
| 118 | request.pools[request.pools.size() - 1] = pool; |
| 119 | |
| 120 | android::sp<IMemory> mapped = mapMemory(pool); |
| 121 | mapped->update(); |
| 122 | return mapped; |
| 123 | } |
| 124 | |
| 125 | template<typename T> |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 126 | void AddPoolAndSetData(uint32_t size, V1_0::Request& request, const T* data) |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 127 | { |
| 128 | android::sp<IMemory> memory = AddPoolAndGetData<T>(size, request); |
| 129 | |
| 130 | T* dst = static_cast<T*>(static_cast<void*>(memory->getPointer())); |
| 131 | |
| 132 | memcpy(dst, data, size * sizeof(T)); |
| 133 | } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 134 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 135 | template<typename HalPolicy, |
| 136 | typename HalModel = typename HalPolicy::Model, |
| 137 | typename HalOperand = typename HalPolicy::Operand> |
| 138 | void AddOperand(HalModel& model, const HalOperand& op) |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 139 | { |
| 140 | model.operands.resize(model.operands.size() + 1); |
| 141 | model.operands[model.operands.size() - 1] = op; |
| 142 | } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 143 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 144 | template<typename HalPolicy, typename HalModel = typename HalPolicy::Model> |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 145 | void AddIntOperand(HalModel& model, int32_t value, uint32_t numberOfConsumers = 1) |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 146 | { |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 147 | using HalOperand = typename HalPolicy::Operand; |
| 148 | using HalOperandType = typename HalPolicy::OperandType; |
| 149 | using HalOperandLifeTime = typename HalPolicy::OperandLifeTime; |
| 150 | |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 151 | DataLocation location = {}; |
| 152 | location.offset = model.operandValues.size(); |
| 153 | location.length = sizeof(int32_t); |
| 154 | |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 155 | HalOperand op = {}; |
| 156 | op.type = HalOperandType::INT32; |
| 157 | op.dimensions = hidl_vec<uint32_t>{}; |
| 158 | op.lifetime = HalOperandLifeTime::CONSTANT_COPY; |
| 159 | op.location = location; |
| 160 | op.numberOfConsumers = numberOfConsumers; |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 161 | |
| 162 | model.operandValues.resize(model.operandValues.size() + location.length); |
| 163 | *reinterpret_cast<int32_t*>(&model.operandValues[location.offset]) = value; |
| 164 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 165 | AddOperand<HalPolicy>(model, op); |
| 166 | } |
| 167 | |
| 168 | template<typename HalPolicy, typename HalModel = typename HalPolicy::Model> |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 169 | void AddBoolOperand(HalModel& model, bool value, uint32_t numberOfConsumers = 1) |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 170 | { |
| 171 | using HalOperand = typename HalPolicy::Operand; |
| 172 | using HalOperandType = typename HalPolicy::OperandType; |
| 173 | using HalOperandLifeTime = typename HalPolicy::OperandLifeTime; |
| 174 | |
| 175 | DataLocation location = {}; |
| 176 | location.offset = model.operandValues.size(); |
| 177 | location.length = sizeof(uint8_t); |
| 178 | |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 179 | HalOperand op = {}; |
| 180 | op.type = HalOperandType::BOOL; |
| 181 | op.dimensions = hidl_vec<uint32_t>{}; |
| 182 | op.lifetime = HalOperandLifeTime::CONSTANT_COPY; |
| 183 | op.location = location; |
| 184 | op.numberOfConsumers = numberOfConsumers; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 185 | |
| 186 | model.operandValues.resize(model.operandValues.size() + location.length); |
| 187 | *reinterpret_cast<uint8_t*>(&model.operandValues[location.offset]) = static_cast<uint8_t>(value); |
| 188 | |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 189 | AddOperand<HalModel>(model, op); |
| 190 | } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 191 | |
| 192 | template<typename T> |
| 193 | OperandType TypeToOperandType(); |
| 194 | |
| 195 | template<> |
| 196 | OperandType TypeToOperandType<float>(); |
| 197 | |
| 198 | template<> |
| 199 | OperandType TypeToOperandType<int32_t>(); |
| 200 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 201 | template<typename HalPolicy, |
| 202 | typename T, |
| 203 | typename HalModel = typename HalPolicy::Model, |
| 204 | typename HalOperandType = typename HalPolicy::OperandType, |
| 205 | typename HalOperandLifeTime = typename HalPolicy::OperandLifeTime> |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 206 | void AddTensorOperand(HalModel& model, |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 207 | const hidl_vec<uint32_t>& dimensions, |
| 208 | const T* values, |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 209 | HalOperandType operandType = HalOperandType::TENSOR_FLOAT32, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 210 | HalOperandLifeTime operandLifeTime = V1_0::OperandLifeTime::CONSTANT_COPY, |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 211 | double scale = 0.f, |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 212 | int offset = 0, |
| 213 | uint32_t numberOfConsumers = 1) |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 214 | { |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 215 | using HalOperand = typename HalPolicy::Operand; |
| 216 | |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 217 | uint32_t totalElements = 1; |
| 218 | for (uint32_t dim : dimensions) |
| 219 | { |
| 220 | totalElements *= dim; |
| 221 | } |
| 222 | |
| 223 | DataLocation location = {}; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 224 | location.length = totalElements * sizeof(T); |
| 225 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 226 | if(operandLifeTime == HalOperandLifeTime::CONSTANT_COPY) |
Kevin May | f29a2c5 | 2019-03-14 11:56:32 +0000 | [diff] [blame] | 227 | { |
| 228 | location.offset = model.operandValues.size(); |
| 229 | } |
| 230 | |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 231 | HalOperand op = {}; |
| 232 | op.type = operandType; |
| 233 | op.dimensions = dimensions; |
| 234 | op.scale = scale; |
| 235 | op.zeroPoint = offset; |
| 236 | op.lifetime = HalOperandLifeTime::CONSTANT_COPY; |
| 237 | op.location = location; |
| 238 | op.numberOfConsumers = numberOfConsumers; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 239 | |
| 240 | model.operandValues.resize(model.operandValues.size() + location.length); |
| 241 | for (uint32_t i = 0; i < totalElements; i++) |
| 242 | { |
| 243 | *(reinterpret_cast<T*>(&model.operandValues[location.offset]) + i) = values[i]; |
| 244 | } |
| 245 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 246 | AddOperand<HalPolicy>(model, op); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 247 | } |
| 248 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 249 | template<typename HalPolicy, |
| 250 | typename T, |
| 251 | typename HalModel = typename HalPolicy::Model, |
| 252 | typename HalOperandType = typename HalPolicy::OperandType, |
| 253 | typename HalOperandLifeTime = typename HalPolicy::OperandLifeTime> |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 254 | void AddTensorOperand(HalModel& model, |
| 255 | const hidl_vec<uint32_t>& dimensions, |
| 256 | const std::vector<T>& values, |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 257 | HalOperandType operandType = HalPolicy::OperandType::TENSOR_FLOAT32, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 258 | HalOperandLifeTime operandLifeTime = V1_0::OperandLifeTime::CONSTANT_COPY, |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 259 | double scale = 0.f, |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 260 | int offset = 0, |
| 261 | uint32_t numberOfConsumers = 1) |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 262 | { |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 263 | AddTensorOperand<HalPolicy, T>(model, |
| 264 | dimensions, |
| 265 | values.data(), |
| 266 | operandType, |
| 267 | operandLifeTime, |
| 268 | scale, |
| 269 | offset, |
| 270 | numberOfConsumers); |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 271 | } |
| 272 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 273 | template<typename HalPolicy, |
| 274 | typename HalModel = typename HalPolicy::Model, |
| 275 | typename HalOperandType = typename HalPolicy::OperandType> |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 276 | void AddInputOperand(HalModel& model, |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 277 | const hidl_vec<uint32_t>& dimensions, |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 278 | HalOperandType operandType = HalOperandType::TENSOR_FLOAT32, |
| 279 | double scale = 0.f, |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 280 | int offset = 0, |
| 281 | uint32_t numberOfConsumers = 1) |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 282 | { |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 283 | using HalOperand = typename HalPolicy::Operand; |
| 284 | using HalOperandLifeTime = typename HalPolicy::OperandLifeTime; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 285 | |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 286 | HalOperand op = {}; |
| 287 | op.type = operandType; |
| 288 | op.scale = scale; |
| 289 | op.zeroPoint = offset; |
| 290 | op.dimensions = dimensions; |
| 291 | op.lifetime = HalOperandLifeTime::MODEL_INPUT; |
| 292 | op.numberOfConsumers = numberOfConsumers; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 293 | |
| 294 | AddOperand<HalPolicy>(model, op); |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 295 | |
| 296 | model.inputIndexes.resize(model.inputIndexes.size() + 1); |
| 297 | model.inputIndexes[model.inputIndexes.size() - 1] = model.operands.size() - 1; |
| 298 | } |
| 299 | |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 300 | template<typename HalPolicy, |
| 301 | typename HalModel = typename HalPolicy::Model, |
| 302 | typename HalOperandType = typename HalPolicy::OperandType> |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 303 | void AddOutputOperand(HalModel& model, |
Matteo Martincigh | c743412 | 2018-11-14 12:27:04 +0000 | [diff] [blame] | 304 | const hidl_vec<uint32_t>& dimensions, |
Ellen Norris-Thompson | 976ad3e | 2019-08-21 15:21:14 +0100 | [diff] [blame] | 305 | HalOperandType operandType = HalOperandType::TENSOR_FLOAT32, |
| 306 | double scale = 0.f, |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 307 | int offset = 0, |
| 308 | uint32_t numberOfConsumers = 0) |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 309 | { |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 310 | using HalOperand = typename HalPolicy::Operand; |
| 311 | using HalOperandLifeTime = typename HalPolicy::OperandLifeTime; |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 312 | |
David Monahan | c60d0fd | 2020-05-19 14:58:34 +0100 | [diff] [blame^] | 313 | HalOperand op = {}; |
| 314 | op.type = operandType; |
| 315 | op.scale = scale; |
| 316 | op.zeroPoint = offset; |
| 317 | op.dimensions = dimensions; |
| 318 | op.lifetime = HalOperandLifeTime::MODEL_OUTPUT; |
| 319 | op.numberOfConsumers = numberOfConsumers; |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 320 | |
| 321 | AddOperand<HalPolicy>(model, op); |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 322 | |
| 323 | model.outputIndexes.resize(model.outputIndexes.size() + 1); |
| 324 | model.outputIndexes[model.outputIndexes.size() - 1] = model.operands.size() - 1; |
| 325 | } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 326 | |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 327 | android::sp<V1_0::IPreparedModel> PrepareModelWithStatus(const V1_0::Model& model, |
| 328 | armnn_driver::ArmnnDriver& driver, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 329 | V1_0::ErrorStatus& prepareStatus, |
| 330 | V1_0::ErrorStatus expectedStatus = V1_0::ErrorStatus::NONE); |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 331 | |
Matteo Martincigh | a5f9e76 | 2019-06-17 13:26:34 +0100 | [diff] [blame] | 332 | #if defined(ARMNN_ANDROID_NN_V1_1) || defined(ARMNN_ANDROID_NN_V1_2) |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 333 | |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 334 | android::sp<V1_0::IPreparedModel> PrepareModelWithStatus(const V1_1::Model& model, |
Matteo Martincigh | a5f9e76 | 2019-06-17 13:26:34 +0100 | [diff] [blame] | 335 | armnn_driver::ArmnnDriver& driver, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 336 | V1_0::ErrorStatus& prepareStatus, |
| 337 | V1_0::ErrorStatus expectedStatus = V1_0::ErrorStatus::NONE); |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 338 | |
| 339 | #endif |
| 340 | |
| 341 | template<typename HalModel> |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 342 | android::sp<V1_0::IPreparedModel> PrepareModel(const HalModel& model, |
Aron Virginas-Tar | 44cfd84 | 2019-06-14 15:45:03 +0100 | [diff] [blame] | 343 | armnn_driver::ArmnnDriver& driver) |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 344 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 345 | V1_0::ErrorStatus prepareStatus = V1_0::ErrorStatus::NONE; |
Nikhil Raj | 7760582 | 2018-09-03 11:25:56 +0100 | [diff] [blame] | 346 | return PrepareModelWithStatus(model, driver, prepareStatus); |
| 347 | } |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 348 | |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 349 | #ifdef ARMNN_ANDROID_NN_V1_2 |
| 350 | |
| 351 | android::sp<V1_2::IPreparedModel> PrepareModelWithStatus_1_2(const armnn_driver::hal_1_2::HalPolicy::Model& model, |
| 352 | armnn_driver::ArmnnDriver& driver, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 353 | V1_0::ErrorStatus& prepareStatus, |
| 354 | V1_0::ErrorStatus expectedStatus = V1_0::ErrorStatus::NONE); |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 355 | |
| 356 | template<typename HalModel> |
| 357 | android::sp<V1_2::IPreparedModel> PrepareModel_1_2(const HalModel& model, |
| 358 | armnn_driver::ArmnnDriver& driver) |
| 359 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 360 | V1_0::ErrorStatus prepareStatus = V1_0::ErrorStatus::NONE; |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 361 | return PrepareModelWithStatus_1_2(model, driver, prepareStatus); |
| 362 | } |
| 363 | |
| 364 | #endif |
| 365 | |
| 366 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 367 | V1_0::ErrorStatus Execute(android::sp<V1_0::IPreparedModel> preparedModel, |
| 368 | const V1_0::Request& request, |
| 369 | V1_0::ErrorStatus expectedStatus = V1_0::ErrorStatus::NONE); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 370 | |
Sadik Armagan | e6e54a8 | 2019-05-08 10:18:05 +0100 | [diff] [blame] | 371 | android::sp<ExecutionCallback> ExecuteNoWait(android::sp<V1_0::IPreparedModel> preparedModel, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 372 | const V1_0::Request& request); |
surmeh01 | 49b9e10 | 2018-05-17 14:11:25 +0100 | [diff] [blame] | 373 | |
| 374 | } // namespace driverTestHelpers |