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 | #include "ArmnnDriverImpl.hpp" |
| 7 | #include "../ArmnnPreparedModel_1_2.hpp" |
| 8 | #include "../ModelToINetworkConverter.hpp" |
| 9 | #include "../SystemPropertiesUtils.hpp" |
| 10 | |
| 11 | #include <log/log.h> |
| 12 | |
| 13 | namespace |
| 14 | { |
| 15 | |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 16 | const char *g_RelaxedFloat32toFloat16PerformanceExecTime = "ArmNN.relaxedFloat32toFloat16Performance.execTime"; |
FinnWilliamsArm | df655ee | 2019-07-24 16:04:18 +0100 | [diff] [blame] | 17 | const char *g_RelaxedFloat32toFloat16PerformancePowerUsage = "ArmNN.relaxedFloat32toFloat16Performance.powerUsage"; |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 18 | |
| 19 | const char *g_OperandTypeTensorFloat32PerformanceExecTime = "Armnn.operandTypeTensorFloat32Performance.execTime"; |
| 20 | const char *g_OperandTypeTensorFloat32PerformancePowerUsage = "Armnn.operandTypeTensorFloat32Performance.powerUsage"; |
| 21 | |
| 22 | const char *g_OperandTypeFloat32PerformanceExecTime = "Armnn.operandTypeFloat32Performance.execTime"; |
| 23 | const char *g_OperandTypeFloat32PerformancePowerUsage = "Armnn.operandTypeFloat32Performance.powerUsage"; |
| 24 | |
| 25 | const char *g_OperandTypeTensorFloat16PerformanceExecTime = "Armnn.operandTypeTensorFloat16Performance.execTime"; |
| 26 | const char *g_OperandTypeTensorFloat16PerformancePowerUsage = "Armnn.operandTypeTensorFloat16Performance.powerUsage"; |
| 27 | |
| 28 | const char *g_OperandTypeFloat16PerformanceExecTime = "Armnn.operandTypeFloat16Performance.execTime"; |
| 29 | const char *g_OperandTypeFloat16PerformancePowerUsage = "Armnn.operandTypeFloat16Performance.powerUsage"; |
| 30 | |
| 31 | const char *g_OperandTypeTensorQuant8AsymmPerformanceExecTime = |
| 32 | "Armnn.operandTypeTensorQuant8AsymmPerformance.execTime"; |
| 33 | const char *g_OperandTypeTensorQuant8AsymmPerformancePowerUsage = |
| 34 | "Armnn.operandTypeTensorQuant8AsymmPerformance.powerUsage"; |
| 35 | |
| 36 | const char *g_OperandTypeTensorQuant16SymmPerformanceExecTime = |
| 37 | "Armnn.operandTypeTensorQuant16SymmPerformance.execTime"; |
| 38 | const char *g_OperandTypeTensorQuant16SymmPerformancePowerUsage = |
| 39 | "Armnn.operandTypeTensorQuant16SymmPerformance.powerUsage"; |
| 40 | |
Pablo Tello | fb45e2f | 2019-10-18 16:51:57 +0100 | [diff] [blame] | 41 | const char *g_OperandTypeTensorQuant8SymmPerformanceExecTime = |
| 42 | "Armnn.operandTypeTensorQuant8SymmPerformance.execTime"; |
| 43 | const char *g_OperandTypeTensorQuant8SymmPerformancePowerUsage = |
| 44 | "Armnn.operandTypeTensorQuant8SymmPerformance.powerUsage"; |
| 45 | |
Kevin May | 87cb761 | 2019-11-11 17:30:35 +0000 | [diff] [blame] | 46 | const char *g_OperandTypeTensorQuant8SymmPerChannelPerformanceExecTime = |
| 47 | "Armnn.operandTypeTensorQuant8SymmPerChannelPerformance.execTime"; |
| 48 | const char *g_OperandTypeTensorQuant8SymmPerChannelPerformancePowerUsage = |
| 49 | "Armnn.operandTypeTensorQuant8SymmPerChannelPerformance.powerUsage"; |
| 50 | |
Pablo Tello | fb45e2f | 2019-10-18 16:51:57 +0100 | [diff] [blame] | 51 | |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 52 | const char *g_OperandTypeTensorInt32PerformanceExecTime = "Armnn.operandTypeTensorInt32Performance.execTime"; |
| 53 | const char *g_OperandTypeTensorInt32PerformancePowerUsage = "Armnn.operandTypeTensorInt32Performance.powerUsage"; |
| 54 | |
| 55 | const char *g_OperandTypeInt32PerformanceExecTime = "Armnn.operandTypeInt32Performance.execTime"; |
| 56 | const char *g_OperandTypeInt32PerformancePowerUsage = "Armnn.operandTypeInt32Performance.powerUsage"; |
| 57 | |
| 58 | |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 59 | void NotifyCallbackAndCheck(const android::sp<V1_2::IPreparedModelCallback>& callback, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 60 | V1_0::ErrorStatus errorStatus, |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 61 | const android::sp<V1_2::IPreparedModel>& preparedModelPtr) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 62 | { |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 63 | Return<void> returned = callback->notify_1_2(errorStatus, preparedModelPtr); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 64 | // This check is required, if the callback fails and it isn't checked it will bring down the service |
| 65 | if (!returned.isOk()) |
| 66 | { |
| 67 | ALOGE("ArmnnDriverImpl::prepareModel: hidl callback failed to return properly: %s ", |
| 68 | returned.description().c_str()); |
| 69 | } |
| 70 | } |
| 71 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 72 | Return<V1_0::ErrorStatus> FailPrepareModel(V1_0::ErrorStatus error, |
| 73 | const std::string& message, |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 74 | const android::sp<V1_2::IPreparedModelCallback>& callback) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 75 | { |
| 76 | ALOGW("ArmnnDriverImpl::prepareModel: %s", message.c_str()); |
| 77 | NotifyCallbackAndCheck(callback, error, nullptr); |
| 78 | return error; |
| 79 | } |
| 80 | |
| 81 | } // anonymous namespace |
| 82 | |
| 83 | namespace armnn_driver |
| 84 | { |
| 85 | namespace hal_1_2 |
| 86 | { |
| 87 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 88 | Return<V1_0::ErrorStatus> ArmnnDriverImpl::prepareArmnnModel_1_2( |
| 89 | const armnn::IRuntimePtr& runtime, |
| 90 | const armnn::IGpuAccTunedParametersPtr& clTunedParameters, |
| 91 | const DriverOptions& options, |
| 92 | const V1_2::Model& model, |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 93 | const android::sp<V1_2::IPreparedModelCallback>& cb, |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 94 | bool float32ToFloat16) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 95 | { |
Matteo Martincigh | 0bd89a8 | 2019-07-02 16:53:10 +0100 | [diff] [blame] | 96 | ALOGV("ArmnnDriverImpl::prepareArmnnModel_1_2()"); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 97 | |
| 98 | if (cb.get() == nullptr) |
| 99 | { |
| 100 | ALOGW("ArmnnDriverImpl::prepareModel: Invalid callback passed to prepareModel"); |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 101 | return V1_0::ErrorStatus::INVALID_ARGUMENT; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 102 | } |
| 103 | |
| 104 | if (!runtime) |
| 105 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 106 | return FailPrepareModel(V1_0::ErrorStatus::DEVICE_UNAVAILABLE, "Device unavailable", cb); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 107 | } |
| 108 | |
| 109 | if (!android::nn::validateModel(model)) |
| 110 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 111 | return FailPrepareModel(V1_0::ErrorStatus::INVALID_ARGUMENT, "Invalid model passed as input", cb); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 112 | } |
| 113 | |
| 114 | // Deliberately ignore any unsupported operations requested by the options - |
| 115 | // at this point we're being asked to prepare a model that we've already declared support for |
| 116 | // and the operation indices may be different to those in getSupportedOperations anyway. |
| 117 | std::set<unsigned int> unsupportedOperations; |
| 118 | ModelToINetworkConverter<HalPolicy> modelConverter(options.GetBackends(), |
| 119 | model, |
| 120 | unsupportedOperations); |
| 121 | |
| 122 | if (modelConverter.GetConversionResult() != ConversionResult::Success) |
| 123 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 124 | FailPrepareModel(V1_0::ErrorStatus::GENERAL_FAILURE, "ModelToINetworkConverter failed", cb); |
| 125 | return V1_0::ErrorStatus::NONE; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 126 | } |
| 127 | |
Sadik Armagan | b302143 | 2021-01-13 15:56:51 +0000 | [diff] [blame] | 128 | // Serialize the network graph to a .armnn file if an output directory |
| 129 | // has been specified in the drivers' arguments. |
| 130 | auto serializedNetworkFileName = |
| 131 | SerializeNetwork(*modelConverter.GetINetwork(), options.GetRequestInputsAndOutputsDumpDir()); |
| 132 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 133 | // Optimize the network |
| 134 | armnn::IOptimizedNetworkPtr optNet(nullptr, nullptr); |
| 135 | armnn::OptimizerOptions OptOptions; |
| 136 | OptOptions.m_ReduceFp32ToFp16 = float32ToFloat16; |
Kevin May | daf7dd0 | 2021-10-22 11:57:30 +0100 | [diff] [blame] | 137 | OptOptions.m_ProfilingEnabled = options.IsGpuProfilingEnabled(); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 138 | |
Mike Kelly | 7ed56dd | 2020-09-30 20:22:56 +0100 | [diff] [blame] | 139 | armnn::BackendOptions gpuAcc("GpuAcc", |
| 140 | { |
Sadik Armagan | f36e10b | 2021-01-11 16:34:01 +0000 | [diff] [blame] | 141 | { "FastMathEnabled", options.IsFastMathEnabled() }, |
| 142 | { "SaveCachedNetwork", options.SaveCachedNetwork() }, |
Finn Williams | f5ca16c | 2021-02-12 14:26:23 +0000 | [diff] [blame] | 143 | { "CachedNetworkFilePath", options.GetCachedNetworkFilePath() }, |
| 144 | { "MLGOTuningFilePath", options.GetClMLGOTunedParametersFile() } |
Mike Kelly | 7ed56dd | 2020-09-30 20:22:56 +0100 | [diff] [blame] | 145 | }); |
Finn Williams | f5ca16c | 2021-02-12 14:26:23 +0000 | [diff] [blame] | 146 | |
Mike Kelly | 7ed56dd | 2020-09-30 20:22:56 +0100 | [diff] [blame] | 147 | armnn::BackendOptions cpuAcc("CpuAcc", |
| 148 | { |
Matthew Sloyan | cd639c9 | 2021-02-11 16:57:38 +0000 | [diff] [blame] | 149 | { "FastMathEnabled", options.IsFastMathEnabled() }, |
| 150 | { "NumberOfThreads", options.GetNumberOfThreads() } |
Mike Kelly | 7ed56dd | 2020-09-30 20:22:56 +0100 | [diff] [blame] | 151 | }); |
| 152 | OptOptions.m_ModelOptions.push_back(gpuAcc); |
| 153 | OptOptions.m_ModelOptions.push_back(cpuAcc); |
| 154 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 155 | std::vector<std::string> errMessages; |
| 156 | try |
| 157 | { |
| 158 | optNet = armnn::Optimize(*modelConverter.GetINetwork(), |
| 159 | options.GetBackends(), |
| 160 | runtime->GetDeviceSpec(), |
| 161 | OptOptions, |
| 162 | errMessages); |
| 163 | } |
Derek Lamberti | b9cb844 | 2019-11-28 13:34:48 +0000 | [diff] [blame] | 164 | catch (std::exception &e) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 165 | { |
| 166 | std::stringstream message; |
Derek Lamberti | b9cb844 | 2019-11-28 13:34:48 +0000 | [diff] [blame] | 167 | message << "Exception (" << e.what() << ") caught from optimize."; |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 168 | FailPrepareModel(V1_0::ErrorStatus::GENERAL_FAILURE, message.str(), cb); |
| 169 | return V1_0::ErrorStatus::NONE; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 170 | } |
| 171 | |
| 172 | // Check that the optimized network is valid. |
| 173 | if (!optNet) |
| 174 | { |
| 175 | std::stringstream message; |
| 176 | message << "Invalid optimized network"; |
| 177 | for (const std::string& msg : errMessages) |
| 178 | { |
| 179 | message << "\n" << msg; |
| 180 | } |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 181 | FailPrepareModel(V1_0::ErrorStatus::GENERAL_FAILURE, message.str(), cb); |
| 182 | return V1_0::ErrorStatus::NONE; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 183 | } |
| 184 | |
| 185 | // Export the optimized network graph to a dot file if an output dump directory |
| 186 | // has been specified in the drivers' arguments. |
Jim Flynn | 829ad30 | 2019-12-13 14:43:24 +0000 | [diff] [blame] | 187 | std::string dotGraphFileName = ExportNetworkGraphToDotFile(*optNet, |
| 188 | options.GetRequestInputsAndOutputsDumpDir()); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 189 | |
| 190 | // Load it into the runtime. |
| 191 | armnn::NetworkId netId = 0; |
Finn Williams | d8fb540 | 2021-05-19 20:52:00 +0100 | [diff] [blame] | 192 | std::string msg; |
| 193 | armnn::INetworkProperties networkProperties(options.isAsyncModelExecutionEnabled(), |
| 194 | MemorySource::Undefined, |
Finn Williams | ca3a3e0 | 2021-06-11 15:04:02 +0100 | [diff] [blame] | 195 | MemorySource::Undefined); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 196 | try |
| 197 | { |
Finn Williams | d8fb540 | 2021-05-19 20:52:00 +0100 | [diff] [blame] | 198 | if (runtime->LoadNetwork(netId, move(optNet), msg, networkProperties) != armnn::Status::Success) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 199 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 200 | return FailPrepareModel(V1_0::ErrorStatus::GENERAL_FAILURE, "Network could not be loaded", cb); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 201 | } |
| 202 | } |
Derek Lamberti | b9cb844 | 2019-11-28 13:34:48 +0000 | [diff] [blame] | 203 | catch (std::exception& e) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 204 | { |
| 205 | std::stringstream message; |
Derek Lamberti | b9cb844 | 2019-11-28 13:34:48 +0000 | [diff] [blame] | 206 | message << "Exception (" << e.what()<< ") caught from LoadNetwork."; |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 207 | FailPrepareModel(V1_0::ErrorStatus::GENERAL_FAILURE, message.str(), cb); |
| 208 | return V1_0::ErrorStatus::NONE; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 209 | } |
| 210 | |
Sadik Armagan | b302143 | 2021-01-13 15:56:51 +0000 | [diff] [blame] | 211 | // Now that we have a networkId for the graph rename the exported files to use it |
| 212 | // so that we can associate the graph file and the input/output tensor exported files |
| 213 | RenameExportedFiles(serializedNetworkFileName, |
| 214 | dotGraphFileName, |
| 215 | options.GetRequestInputsAndOutputsDumpDir(), |
| 216 | netId); |
Jim Flynn | 829ad30 | 2019-12-13 14:43:24 +0000 | [diff] [blame] | 217 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 218 | std::unique_ptr<ArmnnPreparedModel_1_2<hal_1_2::HalPolicy>> preparedModel( |
| 219 | new ArmnnPreparedModel_1_2<hal_1_2::HalPolicy>( |
| 220 | netId, |
| 221 | runtime.get(), |
| 222 | model, |
| 223 | options.GetRequestInputsAndOutputsDumpDir(), |
Finn Williams | d8fb540 | 2021-05-19 20:52:00 +0100 | [diff] [blame] | 224 | options.IsGpuProfilingEnabled(), |
Finn Williams | ca3a3e0 | 2021-06-11 15:04:02 +0100 | [diff] [blame] | 225 | options.isAsyncModelExecutionEnabled(), |
| 226 | options.getNoOfArmnnThreads())); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 227 | |
| 228 | // Run a single 'dummy' inference of the model. This means that CL kernels will get compiled (and tuned if |
| 229 | // this is enabled) before the first 'real' inference which removes the overhead of the first inference. |
| 230 | if (!preparedModel->ExecuteWithDummyInputs()) |
| 231 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 232 | return FailPrepareModel(V1_0::ErrorStatus::GENERAL_FAILURE, "Network could not be executed", cb); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 233 | } |
| 234 | |
| 235 | if (clTunedParameters && |
| 236 | options.GetClTunedParametersMode() == armnn::IGpuAccTunedParameters::Mode::UpdateTunedParameters) |
| 237 | { |
| 238 | // Now that we've done one inference the CL kernel parameters will have been tuned, so save the updated file. |
| 239 | try |
| 240 | { |
| 241 | clTunedParameters->Save(options.GetClTunedParametersFile().c_str()); |
| 242 | } |
Derek Lamberti | b9cb844 | 2019-11-28 13:34:48 +0000 | [diff] [blame] | 243 | catch (std::exception& error) |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 244 | { |
| 245 | ALOGE("ArmnnDriverImpl::prepareModel: Failed to save CL tuned parameters file '%s': %s", |
| 246 | options.GetClTunedParametersFile().c_str(), error.what()); |
| 247 | } |
| 248 | } |
| 249 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 250 | NotifyCallbackAndCheck(cb, V1_0::ErrorStatus::NONE, preparedModel.release()); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 251 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 252 | return V1_0::ErrorStatus::NONE; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 253 | } |
| 254 | |
| 255 | Return<void> ArmnnDriverImpl::getCapabilities_1_2(const armnn::IRuntimePtr& runtime, |
| 256 | V1_2::IDevice::getCapabilities_1_2_cb cb) |
| 257 | { |
| 258 | ALOGV("hal_1_2::ArmnnDriverImpl::getCapabilities()"); |
| 259 | |
| 260 | V1_2::Capabilities capabilities; |
| 261 | |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 262 | float defaultValue = .1f; |
| 263 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 264 | if (runtime) |
| 265 | { |
| 266 | capabilities.relaxedFloat32toFloat16PerformanceScalar.execTime = |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 267 | ParseSystemProperty(g_RelaxedFloat32toFloat16PerformanceExecTime, defaultValue); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 268 | |
Kevin May | 2eaa119 | 2020-04-15 16:50:57 +0100 | [diff] [blame] | 269 | capabilities.relaxedFloat32toFloat16PerformanceScalar.powerUsage = |
| 270 | ParseSystemProperty(g_RelaxedFloat32toFloat16PerformancePowerUsage, defaultValue); |
| 271 | |
| 272 | capabilities.relaxedFloat32toFloat16PerformanceTensor.execTime = |
| 273 | ParseSystemProperty(g_RelaxedFloat32toFloat16PerformanceExecTime, defaultValue); |
| 274 | |
FinnWilliamsArm | df655ee | 2019-07-24 16:04:18 +0100 | [diff] [blame] | 275 | capabilities.relaxedFloat32toFloat16PerformanceTensor.powerUsage = |
| 276 | ParseSystemProperty(g_RelaxedFloat32toFloat16PerformancePowerUsage, defaultValue); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 277 | |
| 278 | // Set the base value for all operand types |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 279 | #if defined(ARMNN_ANDROID_R) || defined(ARMNN_ANDROID_S) |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 280 | capabilities.operandPerformance = nonExtensionOperandPerformance<HalVersion::V1_2>({FLT_MAX, FLT_MAX}); |
| 281 | #else |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 282 | capabilities.operandPerformance = nonExtensionOperandPerformance({FLT_MAX, FLT_MAX}); |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 283 | #endif |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 284 | |
| 285 | // Load supported operand types |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 286 | update(&capabilities.operandPerformance, V1_2::OperandType::TENSOR_FLOAT32, |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 287 | { |
| 288 | .execTime = ParseSystemProperty(g_OperandTypeTensorFloat32PerformanceExecTime, defaultValue), |
| 289 | .powerUsage = ParseSystemProperty(g_OperandTypeTensorFloat32PerformancePowerUsage, defaultValue) |
| 290 | }); |
| 291 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 292 | update(&capabilities.operandPerformance, V1_2::OperandType::FLOAT32, |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 293 | { |
| 294 | .execTime = ParseSystemProperty(g_OperandTypeFloat32PerformanceExecTime, defaultValue), |
| 295 | .powerUsage = ParseSystemProperty(g_OperandTypeFloat32PerformancePowerUsage, defaultValue) |
| 296 | }); |
| 297 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 298 | update(&capabilities.operandPerformance, V1_2::OperandType::TENSOR_FLOAT16, |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 299 | { |
| 300 | .execTime = ParseSystemProperty(g_OperandTypeTensorFloat16PerformanceExecTime, defaultValue), |
| 301 | .powerUsage = ParseSystemProperty(g_OperandTypeTensorFloat16PerformancePowerUsage, defaultValue) |
| 302 | }); |
| 303 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 304 | update(&capabilities.operandPerformance, V1_2::OperandType::FLOAT16, |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 305 | { |
| 306 | .execTime = ParseSystemProperty(g_OperandTypeFloat16PerformanceExecTime, defaultValue), |
| 307 | .powerUsage = ParseSystemProperty(g_OperandTypeFloat16PerformancePowerUsage, defaultValue) |
| 308 | }); |
| 309 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 310 | update(&capabilities.operandPerformance, V1_2::OperandType::TENSOR_QUANT8_ASYMM, |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 311 | { |
| 312 | .execTime = ParseSystemProperty(g_OperandTypeTensorQuant8AsymmPerformanceExecTime, defaultValue), |
| 313 | .powerUsage = ParseSystemProperty(g_OperandTypeTensorQuant8AsymmPerformancePowerUsage, defaultValue) |
| 314 | }); |
| 315 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 316 | update(&capabilities.operandPerformance, V1_2::OperandType::TENSOR_QUANT8_SYMM, |
Pablo Tello | fb45e2f | 2019-10-18 16:51:57 +0100 | [diff] [blame] | 317 | { |
| 318 | .execTime = ParseSystemProperty(g_OperandTypeTensorQuant8SymmPerformanceExecTime, defaultValue), |
| 319 | .powerUsage = ParseSystemProperty(g_OperandTypeTensorQuant8SymmPerformancePowerUsage, defaultValue) |
| 320 | }); |
| 321 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 322 | update(&capabilities.operandPerformance, V1_2::OperandType::TENSOR_QUANT16_SYMM, |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 323 | { |
| 324 | .execTime = ParseSystemProperty(g_OperandTypeTensorQuant16SymmPerformanceExecTime, defaultValue), |
| 325 | .powerUsage = ParseSystemProperty(g_OperandTypeTensorQuant16SymmPerformancePowerUsage, defaultValue) |
| 326 | }); |
| 327 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 328 | update(&capabilities.operandPerformance, V1_2::OperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL, |
Kevin May | 87cb761 | 2019-11-11 17:30:35 +0000 | [diff] [blame] | 329 | { |
| 330 | .execTime = |
| 331 | ParseSystemProperty(g_OperandTypeTensorQuant8SymmPerChannelPerformanceExecTime, defaultValue), |
| 332 | .powerUsage = |
| 333 | ParseSystemProperty(g_OperandTypeTensorQuant8SymmPerChannelPerformancePowerUsage, defaultValue) |
| 334 | }); |
| 335 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 336 | update(&capabilities.operandPerformance, V1_2::OperandType::TENSOR_INT32, |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 337 | { |
| 338 | .execTime = ParseSystemProperty(g_OperandTypeTensorInt32PerformanceExecTime, defaultValue), |
| 339 | .powerUsage = ParseSystemProperty(g_OperandTypeTensorInt32PerformancePowerUsage, defaultValue) |
| 340 | }); |
| 341 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 342 | update(&capabilities.operandPerformance, V1_2::OperandType::INT32, |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 343 | { |
| 344 | .execTime = ParseSystemProperty(g_OperandTypeInt32PerformanceExecTime, defaultValue), |
| 345 | .powerUsage = ParseSystemProperty(g_OperandTypeInt32PerformancePowerUsage, defaultValue) |
| 346 | }); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 347 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 348 | cb(V1_0::ErrorStatus::NONE, capabilities); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 349 | } |
| 350 | else |
| 351 | { |
Kevin May | 2eaa119 | 2020-04-15 16:50:57 +0100 | [diff] [blame] | 352 | capabilities.relaxedFloat32toFloat16PerformanceScalar.execTime = 0; |
| 353 | capabilities.relaxedFloat32toFloat16PerformanceScalar.powerUsage = 0; |
| 354 | capabilities.relaxedFloat32toFloat16PerformanceTensor.execTime = 0; |
| 355 | capabilities.relaxedFloat32toFloat16PerformanceTensor.powerUsage = 0; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 356 | |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 357 | // Set the base value for all operand types |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 358 | #if defined(ARMNN_ANDROID_R) || defined(ARMNN_ANDROID_S) |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 359 | capabilities.operandPerformance = nonExtensionOperandPerformance<HalVersion::V1_2>({0.f, 0.0f}); |
| 360 | #else |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 361 | capabilities.operandPerformance = nonExtensionOperandPerformance({0.f, 0.0f}); |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 362 | #endif |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 363 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 364 | cb(V1_0::ErrorStatus::DEVICE_UNAVAILABLE, capabilities); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 365 | } |
| 366 | |
| 367 | return Void(); |
| 368 | } |
| 369 | |
| 370 | } // namespace hal_1_2 |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 371 | } // namespace armnn_driver |