Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #define LOG_TAG "ArmnnDriver" |
| 7 | |
| 8 | #include "ArmnnPreparedModel_1_2.hpp" |
| 9 | #include "Utils.hpp" |
| 10 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 11 | #include <log/log.h> |
| 12 | #include <OperationsUtils.h> |
| 13 | #include <ExecutionBurstServer.h> |
| 14 | #include <ValidateHal.h> |
| 15 | |
| 16 | #include <cassert> |
| 17 | #include <cinttypes> |
| 18 | |
| 19 | using namespace android; |
| 20 | using namespace android::hardware; |
| 21 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 22 | namespace { |
| 23 | |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 24 | static const V1_2::Timing g_NoTiming = {.timeOnDevice = UINT64_MAX, .timeInDriver = UINT64_MAX}; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 25 | using namespace armnn_driver; |
Mike Kelly | 4438151 | 2019-07-08 17:37:35 +0100 | [diff] [blame] | 26 | using TimePoint = std::chrono::steady_clock::time_point; |
| 27 | |
| 28 | TimePoint Now() |
| 29 | { |
| 30 | return std::chrono::steady_clock::now(); |
| 31 | } |
| 32 | |
| 33 | unsigned long MicrosecondsDuration(TimePoint endPoint, TimePoint startPoint) |
| 34 | { |
| 35 | return static_cast<unsigned long>(std::chrono::duration_cast<std::chrono::microseconds>( |
| 36 | endPoint - startPoint).count()); |
| 37 | } |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 38 | |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 39 | void NotifyCallbackAndCheck(const ::android::sp<V1_0::IExecutionCallback>& callback, |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 40 | V1_0::ErrorStatus errorStatus, |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 41 | std::vector<V1_2::OutputShape>, |
| 42 | const V1_2::Timing, |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 43 | std::string callingFunction) |
| 44 | { |
| 45 | Return<void> returned = callback->notify(errorStatus); |
| 46 | // This check is required, if the callback fails and it isn't checked it will bring down the service |
| 47 | if (!returned.isOk()) |
| 48 | { |
| 49 | ALOGE("ArmnnDriver::%s: hidl callback failed to return properly: %s", |
| 50 | callingFunction.c_str(), returned.description().c_str()); |
| 51 | } |
| 52 | } |
| 53 | |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 54 | void NotifyCallbackAndCheck(const ::android::sp<V1_2::IExecutionCallback>& callback, |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 55 | V1_0::ErrorStatus errorStatus, |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 56 | std::vector<V1_2::OutputShape> outputShapes, |
| 57 | const V1_2::Timing timing, |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 58 | std::string callingFunction) |
| 59 | { |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 60 | Return<void> returned = callback->notify_1_2(errorStatus, outputShapes, timing); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 61 | // This check is required, if the callback fails and it isn't checked it will bring down the service |
| 62 | if (!returned.isOk()) |
| 63 | { |
| 64 | ALOGE("ArmnnDriver::%s: hidl callback failed to return properly: %s", |
| 65 | callingFunction.c_str(), returned.description().c_str()); |
| 66 | } |
| 67 | } |
| 68 | |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 69 | bool ValidateRequestArgument(const V1_0::RequestArgument& requestArg, const armnn::TensorInfo& tensorInfo) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 70 | { |
| 71 | if (requestArg.dimensions.size() != 0) |
| 72 | { |
| 73 | if (requestArg.dimensions.size() != tensorInfo.GetNumDimensions()) |
| 74 | { |
| 75 | ALOGE("Mismatched dimensions (request argument: %zu, expected: %u)", |
| 76 | requestArg.dimensions.size(), tensorInfo.GetNumDimensions()); |
| 77 | return false; |
| 78 | } |
| 79 | |
| 80 | for (unsigned int d = 0; d < tensorInfo.GetNumDimensions(); ++d) |
| 81 | { |
Finn Williams | a4983ce | 2020-07-23 12:55:12 +0100 | [diff] [blame] | 82 | if (requestArg.dimensions[d] != 0 && requestArg.dimensions[d] != tensorInfo.GetShape()[d]) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 83 | { |
| 84 | ALOGE("Mismatched size for dimension %d (request argument: %u, expected %u)", |
| 85 | d, requestArg.dimensions[d], tensorInfo.GetShape()[d]); |
| 86 | return false; |
| 87 | } |
| 88 | } |
| 89 | } |
| 90 | |
| 91 | return true; |
| 92 | } |
| 93 | |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 94 | armnn::Tensor GetTensorForRequestArgument(const V1_0::RequestArgument& requestArg, |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 95 | const armnn::TensorInfo& tensorInfo, |
| 96 | const std::vector<::android::nn::RunTimePoolInfo>& requestPools) |
| 97 | { |
| 98 | if (!ValidateRequestArgument(requestArg, tensorInfo)) |
| 99 | { |
| 100 | return armnn::Tensor(); |
| 101 | } |
| 102 | |
| 103 | return armnn::Tensor(tensorInfo, GetMemoryFromPool(requestArg.location, requestPools)); |
| 104 | } |
| 105 | |
| 106 | inline std::string BuildTensorName(const char* tensorNamePrefix, std::size_t index) |
| 107 | { |
| 108 | return tensorNamePrefix + std::to_string(index); |
| 109 | } |
| 110 | |
| 111 | } // anonymous namespace |
| 112 | |
| 113 | using namespace android::hardware; |
| 114 | |
| 115 | namespace armnn_driver |
| 116 | { |
| 117 | |
| 118 | template<typename HalVersion> |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 119 | RequestThread<ArmnnPreparedModel_1_2, HalVersion, CallbackContext_1_2> |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 120 | ArmnnPreparedModel_1_2<HalVersion>::m_RequestThread; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 121 | |
| 122 | template<typename HalVersion> |
| 123 | template<typename TensorBindingCollection> |
| 124 | void ArmnnPreparedModel_1_2<HalVersion>::DumpTensorsIfRequired(char const* tensorNamePrefix, |
| 125 | const TensorBindingCollection& tensorBindings) |
| 126 | { |
| 127 | if (!m_RequestInputsAndOutputsDumpDir.empty()) |
| 128 | { |
Colm Donelan | 08d9a1c | 2020-09-09 17:56:55 +0100 | [diff] [blame] | 129 | const std::string requestName = std::to_string(m_NetworkId) + "_" + std::to_string(m_RequestCount) + ".dump"; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 130 | for (std::size_t i = 0u; i < tensorBindings.size(); ++i) |
| 131 | { |
| 132 | DumpTensor(m_RequestInputsAndOutputsDumpDir, |
| 133 | requestName, |
| 134 | BuildTensorName(tensorNamePrefix, i), |
| 135 | tensorBindings[i].second); |
| 136 | } |
| 137 | } |
| 138 | } |
| 139 | |
| 140 | template<typename HalVersion> |
| 141 | ArmnnPreparedModel_1_2<HalVersion>::ArmnnPreparedModel_1_2(armnn::NetworkId networkId, |
| 142 | armnn::IRuntime* runtime, |
| 143 | const V1_2::Model& model, |
| 144 | const std::string& requestInputsAndOutputsDumpDir, |
| 145 | const bool gpuProfilingEnabled) |
| 146 | : m_NetworkId(networkId) |
| 147 | , m_Runtime(runtime) |
| 148 | , m_Model(model) |
| 149 | , m_RequestCount(0) |
| 150 | , m_RequestInputsAndOutputsDumpDir(requestInputsAndOutputsDumpDir) |
| 151 | , m_GpuProfilingEnabled(gpuProfilingEnabled) |
| 152 | { |
| 153 | // Enable profiling if required. |
| 154 | m_Runtime->GetProfiler(m_NetworkId)->EnableProfiling(m_GpuProfilingEnabled); |
| 155 | } |
| 156 | |
| 157 | template<typename HalVersion> |
| 158 | ArmnnPreparedModel_1_2<HalVersion>::~ArmnnPreparedModel_1_2() |
| 159 | { |
| 160 | // Get a hold of the profiler used by this model. |
| 161 | std::shared_ptr<armnn::IProfiler> profiler = m_Runtime->GetProfiler(m_NetworkId); |
| 162 | |
| 163 | // Unload the network associated with this model. |
| 164 | m_Runtime->UnloadNetwork(m_NetworkId); |
| 165 | |
| 166 | // Dump the profiling info to a file if required. |
| 167 | DumpJsonProfilingIfRequired(m_GpuProfilingEnabled, m_RequestInputsAndOutputsDumpDir, m_NetworkId, profiler.get()); |
| 168 | } |
| 169 | |
| 170 | template<typename HalVersion> |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 171 | Return <V1_0::ErrorStatus> ArmnnPreparedModel_1_2<HalVersion>::execute(const V1_0::Request& request, |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 172 | const ::android::sp<V1_0::IExecutionCallback>& callback) |
| 173 | { |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 174 | if (callback.get() == nullptr) |
| 175 | { |
| 176 | ALOGE("ArmnnPreparedModel_1_2::execute invalid callback passed"); |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 177 | return V1_0::ErrorStatus::INVALID_ARGUMENT; |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 178 | } |
| 179 | |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 180 | auto cb = [callback](V1_0::ErrorStatus errorStatus, |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 181 | std::vector<V1_2::OutputShape> outputShapes, |
| 182 | const V1_2::Timing& timing, |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 183 | std::string callingFunction) |
| 184 | { |
| 185 | NotifyCallbackAndCheck(callback, errorStatus, outputShapes, timing, callingFunction); |
| 186 | }; |
| 187 | |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 188 | return Execute(request, V1_2::MeasureTiming::NO, cb); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 189 | } |
| 190 | |
| 191 | template<typename HalVersion> |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 192 | Return <V1_0::ErrorStatus> ArmnnPreparedModel_1_2<HalVersion>::execute_1_2( |
| 193 | const V1_0::Request& request, |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 194 | V1_2::MeasureTiming measureTiming, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 195 | const sp<V1_2::IExecutionCallback>& callback) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 196 | { |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 197 | if (callback.get() == nullptr) |
| 198 | { |
| 199 | ALOGE("ArmnnPreparedModel_1_2::execute_1_2 invalid callback passed"); |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 200 | return V1_0::ErrorStatus::INVALID_ARGUMENT; |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 201 | } |
| 202 | |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 203 | auto cb = [callback](V1_0::ErrorStatus errorStatus, |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 204 | std::vector<V1_2::OutputShape> outputShapes, |
| 205 | const V1_2::Timing& timing, |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 206 | std::string callingFunction) |
| 207 | { |
| 208 | NotifyCallbackAndCheck(callback, errorStatus, outputShapes, timing, callingFunction); |
| 209 | }; |
| 210 | |
| 211 | return Execute(request, measureTiming, cb); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 212 | } |
| 213 | |
| 214 | template<typename HalVersion> |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 215 | Return<V1_0::ErrorStatus> ArmnnPreparedModel_1_2<HalVersion>::PrepareMemoryForInputs( |
| 216 | armnn::InputTensors& inputs, |
| 217 | const V1_0::Request& request, |
| 218 | const std::vector<android::nn::RunTimePoolInfo>& memPools) |
| 219 | { |
| 220 | inputs.reserve(request.inputs.size()); |
| 221 | for (unsigned int i = 0; i < request.inputs.size(); i++) |
| 222 | { |
| 223 | const auto& inputArg = request.inputs[i]; |
| 224 | |
| 225 | const armnn::TensorInfo inputTensorInfo = m_Runtime->GetInputTensorInfo(m_NetworkId, i); |
| 226 | const armnn::Tensor inputTensor = GetTensorForRequestArgument(inputArg, inputTensorInfo, memPools); |
| 227 | |
Renato Grottesi | c8713e0 | 2022-12-14 17:04:16 +0000 | [diff] [blame] | 228 | uint32_t poolIndex = inputArg.location.poolIndex; |
| 229 | if (poolIndex >= memPools.size()) |
| 230 | { |
| 231 | ALOGE("Cannot execute request. Error converting request input %u to tensor: wrong poolIndex", i); |
| 232 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 233 | } |
| 234 | |
| 235 | uint8_t* inputTensorBegin = static_cast<uint8_t*>(inputTensor.GetMemoryArea()); |
| 236 | if (inputTensorBegin == nullptr) |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 237 | { |
| 238 | ALOGE("Cannot execute request. Error converting request input %u to tensor", i); |
| 239 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 240 | } |
| 241 | |
Renato Grottesi | c8713e0 | 2022-12-14 17:04:16 +0000 | [diff] [blame] | 242 | const size_t inputTensorSize = inputTensorInfo.GetNumBytes(); |
| 243 | uint8_t* memoryPoolBegin = memPools[poolIndex].getBuffer(); |
| 244 | uint32_t memoryPoolSize = memPools[poolIndex].getSize(); |
| 245 | bool inputTensorIsOutOfMemoryRage = (inputTensorBegin + inputTensorSize) > (memoryPoolBegin + memoryPoolSize); |
| 246 | |
| 247 | if (inputTensorIsOutOfMemoryRage) |
| 248 | { |
| 249 | ALOGE("Cannot execute request. Error converting request input %u to tensor: out of Memory Pool", i); |
| 250 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 251 | } |
| 252 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 253 | inputs.emplace_back(i, inputTensor); |
| 254 | } |
| 255 | |
| 256 | return V1_0::ErrorStatus::NONE; |
| 257 | } |
| 258 | |
| 259 | template<typename HalVersion> |
| 260 | Return<V1_0::ErrorStatus> ArmnnPreparedModel_1_2<HalVersion>::PrepareMemoryForOutputs( |
| 261 | armnn::OutputTensors& outputs, |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 262 | std::vector<V1_2::OutputShape> &outputShapes, |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 263 | const V1_0::Request& request, |
| 264 | const std::vector<android::nn::RunTimePoolInfo>& memPools) |
| 265 | { |
| 266 | outputs.reserve(request.outputs.size()); |
| 267 | for (unsigned int i = 0; i < request.outputs.size(); i++) |
| 268 | { |
| 269 | const auto& outputArg = request.outputs[i]; |
| 270 | |
| 271 | const armnn::TensorInfo outputTensorInfo = m_Runtime->GetOutputTensorInfo(m_NetworkId, i); |
| 272 | const armnn::Tensor outputTensor = GetTensorForRequestArgument(outputArg, outputTensorInfo, memPools); |
Renato Grottesi | c8713e0 | 2022-12-14 17:04:16 +0000 | [diff] [blame] | 273 | uint8_t* outputTensorBegin = static_cast<uint8_t*>(outputTensor.GetMemoryArea()); |
| 274 | if (outputTensorBegin == nullptr) |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 275 | { |
| 276 | ALOGE("Cannot execute request. Error converting request output %u to tensor", i); |
| 277 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 278 | } |
| 279 | |
| 280 | const size_t outputSize = outputTensorInfo.GetNumBytes(); |
Finn Williams | a4983ce | 2020-07-23 12:55:12 +0100 | [diff] [blame] | 281 | |
| 282 | if (outputArg.location.length < outputSize) |
| 283 | { |
| 284 | ALOGW("ArmnnPreparedModel_1_2::Execute failed: outputArg.location.length < outputSize"); |
| 285 | return V1_0::ErrorStatus::OUTPUT_INSUFFICIENT_SIZE; |
| 286 | } |
| 287 | |
Kevin DuBois | bbcff19 | 2020-11-20 14:36:59 -0800 | [diff] [blame] | 288 | const size_t bufferSize = memPools.at(outputArg.location.poolIndex).getSize(); |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 289 | if (bufferSize < outputSize) |
| 290 | { |
Finn Williams | a4983ce | 2020-07-23 12:55:12 +0100 | [diff] [blame] | 291 | ALOGW("ArmnnPreparedModel_1_2::Execute failed: bufferSize < outputSize"); |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 292 | return V1_0::ErrorStatus::OUTPUT_INSUFFICIENT_SIZE; |
| 293 | } |
| 294 | |
Renato Grottesi | c8713e0 | 2022-12-14 17:04:16 +0000 | [diff] [blame] | 295 | uint32_t poolIndex = outputArg.location.poolIndex; |
| 296 | if (poolIndex >= memPools.size()) |
| 297 | { |
| 298 | ALOGE("Cannot execute request. Error converting request output %u to tensor: wrong poolIndex", i); |
| 299 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 300 | } |
| 301 | |
| 302 | uint8_t* memoryPoolBegin = memPools[poolIndex].getBuffer(); |
| 303 | uint32_t memoryPoolSize = memPools[poolIndex].getSize(); |
| 304 | bool outputTensorIsOutOfMemoryRage = (outputTensorBegin + outputSize) > (memoryPoolBegin + memoryPoolSize); |
| 305 | if (outputTensorIsOutOfMemoryRage) |
| 306 | { |
| 307 | ALOGE("Cannot execute request. Error converting request output %u to tensor: out of Memory Pool", i); |
| 308 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 309 | } |
| 310 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 311 | outputs.emplace_back(i, outputTensor); |
| 312 | outputShapes[i] = ComputeShape(outputTensorInfo); |
| 313 | } |
| 314 | |
| 315 | return V1_0::ErrorStatus::NONE; |
| 316 | } |
| 317 | |
| 318 | template<typename HalVersion> |
| 319 | Return<V1_0::ErrorStatus> ArmnnPreparedModel_1_2<HalVersion>::PrepareMemoryForIO( |
| 320 | armnn::InputTensors& inputs, |
| 321 | armnn::OutputTensors& outputs, |
| 322 | std::vector<android::nn::RunTimePoolInfo>& memPools, |
| 323 | const V1_0::Request& request, |
| 324 | CallbackAsync_1_2 callback) |
| 325 | { |
| 326 | if (!setRunTimePoolInfosFromHidlMemories(&memPools, request.pools)) |
| 327 | { |
| 328 | callback(V1_0::ErrorStatus::GENERAL_FAILURE, {}, g_NoTiming, "ArmnnPreparedModel_1_2::execute"); |
| 329 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 330 | } |
| 331 | |
| 332 | // add the inputs and outputs with their data |
| 333 | try |
| 334 | { |
| 335 | if (PrepareMemoryForInputs(inputs, request, memPools) != V1_0::ErrorStatus::NONE) |
| 336 | { |
| 337 | callback(V1_0::ErrorStatus::GENERAL_FAILURE, {}, g_NoTiming, "ArmnnPreparedModel_1_2::execute"); |
| 338 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 339 | } |
| 340 | |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 341 | std::vector<V1_2::OutputShape> outputShapes(request.outputs.size()); |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 342 | |
| 343 | auto errorStatus = PrepareMemoryForOutputs(outputs, outputShapes, request, memPools); |
| 344 | if (errorStatus != V1_0::ErrorStatus::NONE) |
| 345 | { |
| 346 | callback(errorStatus, |
| 347 | outputShapes, |
| 348 | g_NoTiming, |
| 349 | "ArmnnPreparedModel_1_2::Execute"); |
| 350 | return errorStatus; |
| 351 | } |
| 352 | } |
| 353 | catch (armnn::Exception& e) |
| 354 | { |
| 355 | ALOGW("armnn::Exception caught while preparing for EnqueueWorkload: %s", e.what()); |
| 356 | callback(V1_0::ErrorStatus::GENERAL_FAILURE, {}, g_NoTiming, "ArmnnPreparedModel_1_2::execute"); |
| 357 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 358 | } |
| 359 | catch (std::exception& e) |
| 360 | { |
| 361 | ALOGE("std::exception caught while preparing for EnqueueWorkload: %s", e.what()); |
| 362 | callback(V1_0::ErrorStatus::GENERAL_FAILURE, {}, g_NoTiming, "ArmnnPreparedModel_1_2::execute"); |
| 363 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 364 | } |
| 365 | |
| 366 | return V1_0::ErrorStatus::NONE; |
| 367 | } |
| 368 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 369 | template<typename HalVersion> |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 370 | Return<void> ArmnnPreparedModel_1_2<HalVersion>::executeSynchronously(const V1_0::Request& request, |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 371 | V1_2::MeasureTiming measureTiming, |
| 372 | V1_2::IPreparedModel::executeSynchronously_cb cb) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 373 | { |
| 374 | ALOGV("ArmnnPreparedModel_1_2::executeSynchronously(): %s", GetModelSummary(m_Model).c_str()); |
| 375 | m_RequestCount++; |
| 376 | |
| 377 | if (cb == nullptr) |
| 378 | { |
| 379 | ALOGE("ArmnnPreparedModel_1_2::executeSynchronously invalid callback passed"); |
| 380 | return Void(); |
| 381 | } |
| 382 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 383 | TimePoint driverStart; |
Mike Kelly | 4438151 | 2019-07-08 17:37:35 +0100 | [diff] [blame] | 384 | |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 385 | if (measureTiming == V1_2::MeasureTiming::YES) |
Mike Kelly | 4438151 | 2019-07-08 17:37:35 +0100 | [diff] [blame] | 386 | { |
| 387 | driverStart = Now(); |
| 388 | } |
| 389 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 390 | if (!android::nn::validateRequest(request, m_Model)) |
| 391 | { |
Mike Kelly | 4438151 | 2019-07-08 17:37:35 +0100 | [diff] [blame] | 392 | ALOGE("ArmnnPreparedModel_1_2::executeSynchronously invalid request model"); |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 393 | cb(V1_0::ErrorStatus::INVALID_ARGUMENT, {}, g_NoTiming); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 394 | return Void(); |
| 395 | } |
| 396 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 397 | auto cbWrapper = [cb](V1_0::ErrorStatus errorStatus, |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 398 | std::vector<V1_2::OutputShape> outputShapes, |
| 399 | const V1_2::Timing& timing, |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 400 | std::string) |
| 401 | { |
| 402 | cb(errorStatus, outputShapes, timing); |
| 403 | }; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 404 | |
| 405 | // map the memory pool into shared pointers |
| 406 | // use a shared memory pools vector on the heap, as it is passed to the request thread |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 407 | auto memPools = std::make_shared<std::vector<android::nn::RunTimePoolInfo>>(); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 408 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 409 | // allocate the tensors on the heap, as they are passed to the request thread |
| 410 | auto inputs = std::make_shared<armnn::InputTensors>(); |
| 411 | auto outputs = std::make_shared<armnn::OutputTensors>(); |
| 412 | |
| 413 | auto prepareStatus = PrepareMemoryForIO(*inputs, *outputs, *memPools, request, cbWrapper); |
| 414 | if (prepareStatus != V1_0::ErrorStatus::NONE) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 415 | { |
Kevin May | 7bdaac5 | 2020-02-10 12:10:07 +0000 | [diff] [blame] | 416 | return Void(); |
| 417 | } |
| 418 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 419 | ALOGV("ArmnnPreparedModel_1_2::executeSynchronously() before Execution"); |
| 420 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 421 | CallbackContext_1_2 cbCtx; |
| 422 | cbCtx.callback = cbWrapper; |
| 423 | cbCtx.ctx.measureTimings = measureTiming; |
| 424 | cbCtx.ctx.driverStart = driverStart; |
| 425 | ExecuteGraph(memPools, *inputs, *outputs, cbCtx); |
Mike Kelly | 4438151 | 2019-07-08 17:37:35 +0100 | [diff] [blame] | 426 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 427 | return Void(); |
| 428 | } |
| 429 | |
| 430 | template<typename HalVersion> |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 431 | template<typename CallbackContext> |
| 432 | bool ArmnnPreparedModel_1_2<HalVersion>::ExecuteGraph( |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 433 | std::shared_ptr<std::vector<::android::nn::RunTimePoolInfo>>& pMemPools, |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 434 | armnn::InputTensors& inputTensors, |
| 435 | armnn::OutputTensors& outputTensors, |
| 436 | CallbackContext cb) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 437 | { |
| 438 | ALOGV("ArmnnPreparedModel_1_2::ExecuteGraph(...)"); |
| 439 | |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 440 | TimePoint driverEnd, deviceStart, deviceEnd; |
| 441 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 442 | DumpTensorsIfRequired("Input", inputTensors); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 443 | |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 444 | std::vector<V1_2::OutputShape> outputShapes(outputTensors.size()); |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 445 | for (unsigned int i = 0; i < outputTensors.size(); i++) |
| 446 | { |
| 447 | std::pair<int, armnn::Tensor> outputTensorPair = outputTensors[i]; |
| 448 | const armnn::Tensor outputTensor = outputTensorPair.second; |
| 449 | const armnn::TensorInfo outputTensorInfo = outputTensor.GetInfo(); |
| 450 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 451 | outputShapes[i] = ComputeShape(outputTensorInfo); |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 452 | } |
| 453 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 454 | // run it |
| 455 | try |
| 456 | { |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 457 | if (cb.ctx.measureTimings == V1_2::MeasureTiming::YES) |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 458 | { |
| 459 | deviceStart = Now(); |
| 460 | } |
| 461 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 462 | armnn::Status status = m_Runtime->EnqueueWorkload(m_NetworkId, inputTensors, outputTensors); |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 463 | |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 464 | if (cb.ctx.measureTimings == V1_2::MeasureTiming::YES) |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 465 | { |
| 466 | deviceEnd = Now(); |
| 467 | } |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 468 | if (status != armnn::Status::Success) |
| 469 | { |
| 470 | ALOGW("EnqueueWorkload failed"); |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 471 | cb.callback(V1_0::ErrorStatus::GENERAL_FAILURE, {}, g_NoTiming, |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 472 | "ArmnnPreparedModel_1_2::ExecuteGraph"); |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 473 | return false; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 474 | } |
| 475 | } |
Kevin May | 7bdaac5 | 2020-02-10 12:10:07 +0000 | [diff] [blame] | 476 | catch (armnn::Exception& e) |
| 477 | { |
| 478 | ALOGW("armnn:Exception caught from EnqueueWorkload: %s", e.what()); |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 479 | cb.callback(V1_0::ErrorStatus::GENERAL_FAILURE, {}, g_NoTiming, "ArmnnPreparedModel_1_2::ExecuteGraph"); |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 480 | return false; |
Kevin May | 7bdaac5 | 2020-02-10 12:10:07 +0000 | [diff] [blame] | 481 | } |
Derek Lamberti | b9cb844 | 2019-11-28 13:34:48 +0000 | [diff] [blame] | 482 | catch (std::exception& e) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 483 | { |
Kevin May | 7bdaac5 | 2020-02-10 12:10:07 +0000 | [diff] [blame] | 484 | ALOGE("std::exception caught from EnqueueWorkload: %s", e.what()); |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 485 | cb.callback(V1_0::ErrorStatus::GENERAL_FAILURE, {}, g_NoTiming, "ArmnnPreparedModel_1_2::ExecuteGraph"); |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 486 | return false; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 487 | } |
| 488 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 489 | CommitPools(*pMemPools); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 490 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 491 | DumpTensorsIfRequired("Output", outputTensors); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 492 | |
Kevin DuBois | 17c424b | 2020-11-20 14:18:03 -0800 | [diff] [blame] | 493 | if (cb.ctx.measureTimings == V1_2::MeasureTiming::YES) |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 494 | { |
| 495 | driverEnd = Now(); |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 496 | V1_2::Timing timing; |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 497 | timing.timeOnDevice = MicrosecondsDuration(deviceEnd, deviceStart); |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 498 | timing.timeInDriver = MicrosecondsDuration(driverEnd, cb.ctx.driverStart); |
Kevin DuBois | 17c424b | 2020-11-20 14:18:03 -0800 | [diff] [blame] | 499 | ALOGV("ArmnnPreparedModel_1_2::execute timing - Device = %" PRIu64 " Driver = %" PRIu64, timing.timeOnDevice, |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 500 | timing.timeInDriver); |
| 501 | cb.callback(V1_0::ErrorStatus::NONE, outputShapes, timing, "ArmnnPreparedModel_1_2::ExecuteGraph"); |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 502 | } else { |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 503 | cb.callback(V1_0::ErrorStatus::NONE, outputShapes, g_NoTiming, "ArmnnPreparedModel_1_2::ExecuteGraph"); |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 504 | } |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 505 | |
| 506 | return true; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 507 | } |
| 508 | |
| 509 | template<typename HalVersion> |
| 510 | bool ArmnnPreparedModel_1_2<HalVersion>::ExecuteWithDummyInputs() |
| 511 | { |
| 512 | std::vector<std::vector<char>> storage; |
| 513 | armnn::InputTensors inputTensors; |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 514 | for (unsigned int i = 0; i < getMainModel(m_Model).inputIndexes.size(); i++) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 515 | { |
| 516 | const armnn::TensorInfo inputTensorInfo = m_Runtime->GetInputTensorInfo(m_NetworkId, i); |
| 517 | storage.emplace_back(inputTensorInfo.GetNumBytes()); |
| 518 | const armnn::ConstTensor inputTensor(inputTensorInfo, storage.back().data()); |
| 519 | |
| 520 | inputTensors.emplace_back(i, inputTensor); |
| 521 | } |
| 522 | |
| 523 | armnn::OutputTensors outputTensors; |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 524 | for (unsigned int i = 0; i < getMainModel(m_Model).outputIndexes.size(); i++) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 525 | { |
| 526 | const armnn::TensorInfo outputTensorInfo = m_Runtime->GetOutputTensorInfo(m_NetworkId, i); |
| 527 | storage.emplace_back(outputTensorInfo.GetNumBytes()); |
| 528 | const armnn::Tensor outputTensor(outputTensorInfo, storage.back().data()); |
| 529 | |
| 530 | outputTensors.emplace_back(i, outputTensor); |
| 531 | } |
| 532 | |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 533 | auto nullCallback = [](V1_0::ErrorStatus, std::vector<V1_2::OutputShape>, const V1_2::Timing&, std::string) {}; |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 534 | CallbackContext_1_2 callbackContext; |
| 535 | callbackContext.callback = nullCallback; |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 536 | callbackContext.ctx.measureTimings = V1_2::MeasureTiming::NO; |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 537 | auto memPools = std::make_shared<std::vector<::android::nn::RunTimePoolInfo>>(); |
| 538 | return ExecuteGraph(memPools, |
| 539 | inputTensors, |
| 540 | outputTensors, |
| 541 | callbackContext); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 542 | } |
| 543 | |
| 544 | template<typename HalVersion> |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 545 | Return <V1_0::ErrorStatus> ArmnnPreparedModel_1_2<HalVersion>::Execute(const V1_0::Request& request, |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 546 | V1_2::MeasureTiming measureTiming, |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 547 | CallbackAsync_1_2 callback) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 548 | { |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 549 | ExecutionContext_1_2 ctx; |
Kevin DuBois | 23e678a | 2020-11-20 14:54:05 -0800 | [diff] [blame] | 550 | if (measureTiming == V1_2::MeasureTiming::YES) |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 551 | { |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 552 | ctx.measureTimings = measureTiming; |
| 553 | ctx.driverStart = Now(); |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 554 | } |
| 555 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 556 | ALOGV("ArmnnPreparedModel_1_2::execute(): %s", GetModelSummary(m_Model).c_str()); |
| 557 | m_RequestCount++; |
| 558 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 559 | if (!android::nn::validateRequest(request, m_Model)) |
| 560 | { |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 561 | callback(V1_0::ErrorStatus::INVALID_ARGUMENT, {}, g_NoTiming, "ArmnnPreparedModel_1_2::execute"); |
| 562 | return V1_0::ErrorStatus::INVALID_ARGUMENT; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 563 | } |
| 564 | |
| 565 | if (!m_RequestInputsAndOutputsDumpDir.empty()) |
| 566 | { |
Mike Kelly | 65c42dc | 2019-07-22 14:06:00 +0100 | [diff] [blame] | 567 | ALOGD("Dumping inputs and outputs for request %" PRIuPTR, reinterpret_cast<std::uintptr_t>(&callback)); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 568 | } |
| 569 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 570 | // map the memory pool into shared pointers |
| 571 | // use a shared memory pools vector on the heap, as it is passed to the request thread |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 572 | auto memPools = std::make_shared<std::vector<android::nn::RunTimePoolInfo>>(); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 573 | |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 574 | // allocate the tensors on the heap, as they are passed to the request thread |
| 575 | auto inputTensors = std::make_shared<armnn::InputTensors>(); |
| 576 | auto outputTensors = std::make_shared<armnn::OutputTensors>(); |
| 577 | |
| 578 | auto prepareStatus = PrepareMemoryForIO(*inputTensors, *outputTensors, *memPools, request, callback); |
| 579 | switch(prepareStatus) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 580 | { |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 581 | case V1_0::ErrorStatus::OUTPUT_INSUFFICIENT_SIZE: |
| 582 | return V1_0::ErrorStatus::NONE; |
| 583 | case V1_0::ErrorStatus::GENERAL_FAILURE: |
| 584 | return V1_0::ErrorStatus::GENERAL_FAILURE; |
| 585 | default: |
| 586 | {} |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 587 | } |
| 588 | |
| 589 | ALOGV("ArmnnPreparedModel_1_2::execute(...) before PostMsg"); |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 590 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 591 | // post the request for asynchronous execution |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 592 | CallbackContext_1_2 cb; |
| 593 | cb.callback = callback; |
| 594 | cb.ctx = ctx; |
| 595 | m_RequestThread.PostMsg(this, memPools, inputTensors, outputTensors, cb); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 596 | ALOGV("ArmnnPreparedModel_1_2::execute(...) after PostMsg"); |
Kevin DuBois | 30c34ae | 2020-08-26 13:53:41 -0700 | [diff] [blame] | 597 | return V1_0::ErrorStatus::NONE; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 598 | } |
| 599 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 600 | template<typename HalVersion> |
| 601 | Return<void> ArmnnPreparedModel_1_2<HalVersion>::configureExecutionBurst( |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 602 | const sp<V1_2::IBurstCallback>& callback, |
| 603 | const MQDescriptorSync<V1_2::FmqRequestDatum>& requestChannel, |
| 604 | const MQDescriptorSync<V1_2::FmqResultDatum>& resultChannel, |
| 605 | V1_2::IPreparedModel::configureExecutionBurst_cb cb) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 606 | { |
| 607 | ALOGV("ArmnnPreparedModel_1_2::configureExecutionBurst"); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 608 | const sp<V1_2::IBurstContext> burst = ExecutionBurstServer::create(callback, |
| 609 | requestChannel, |
| 610 | resultChannel, |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 611 | this); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 612 | |
| 613 | if (burst == nullptr) |
| 614 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 615 | cb(V1_0::ErrorStatus::GENERAL_FAILURE, {}); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 616 | } |
| 617 | else |
| 618 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 619 | cb(V1_0::ErrorStatus::NONE, burst); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 620 | } |
| 621 | return Void(); |
| 622 | } |
| 623 | |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 624 | #if defined(ARMNN_ANDROID_NN_V1_2) || defined(ARMNN_ANDROID_NN_V1_3) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 625 | template class ArmnnPreparedModel_1_2<hal_1_2::HalPolicy>; |
Derek Lamberti | 4de83c5 | 2020-03-17 13:40:18 +0000 | [diff] [blame] | 626 | template bool ArmnnPreparedModel_1_2<hal_1_2::HalPolicy>::ExecuteGraph<CallbackContext_1_2>( |
| 627 | std::shared_ptr<std::vector<::android::nn::RunTimePoolInfo>>& pMemPools, |
| 628 | armnn::InputTensors& pInputTensors, |
| 629 | armnn::OutputTensors& pOutputTensors, |
| 630 | CallbackContext_1_2 cb); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 631 | #endif |
| 632 | |
| 633 | } // namespace armnn_driver |