1*89c4ff92SAndroid Build Coastguard Worker // 2*89c4ff92SAndroid Build Coastguard Worker // Copyright © 2020-2023 Arm Ltd and Contributors. All rights reserved. 3*89c4ff92SAndroid Build Coastguard Worker // SPDX-License-Identifier: MIT 4*89c4ff92SAndroid Build Coastguard Worker // 5*89c4ff92SAndroid Build Coastguard Worker 6*89c4ff92SAndroid Build Coastguard Worker #pragma once 7*89c4ff92SAndroid Build Coastguard Worker 8*89c4ff92SAndroid Build Coastguard Worker #include <armnn/ArmNN.hpp> 9*89c4ff92SAndroid Build Coastguard Worker #include <armnn/Optional.hpp> 10*89c4ff92SAndroid Build Coastguard Worker 11*89c4ff92SAndroid Build Coastguard Worker #include <string> 12*89c4ff92SAndroid Build Coastguard Worker #include <vector> 13*89c4ff92SAndroid Build Coastguard Worker 14*89c4ff92SAndroid Build Coastguard Worker namespace armnnDelegate 15*89c4ff92SAndroid Build Coastguard Worker { 16*89c4ff92SAndroid Build Coastguard Worker 17*89c4ff92SAndroid Build Coastguard Worker struct DelegateOptionsImpl; 18*89c4ff92SAndroid Build Coastguard Worker 19*89c4ff92SAndroid Build Coastguard Worker class DelegateOptions 20*89c4ff92SAndroid Build Coastguard Worker { 21*89c4ff92SAndroid Build Coastguard Worker public: 22*89c4ff92SAndroid Build Coastguard Worker ~DelegateOptions(); 23*89c4ff92SAndroid Build Coastguard Worker DelegateOptions(); 24*89c4ff92SAndroid Build Coastguard Worker DelegateOptions(const DelegateOptions& other); 25*89c4ff92SAndroid Build Coastguard Worker 26*89c4ff92SAndroid Build Coastguard Worker DelegateOptions(armnn::Compute computeDevice, 27*89c4ff92SAndroid Build Coastguard Worker const std::vector<armnn::BackendOptions>& backendOptions = {}, 28*89c4ff92SAndroid Build Coastguard Worker armnn::Optional<armnn::LogSeverity> logSeverityLevel = armnn::EmptyOptional()); 29*89c4ff92SAndroid Build Coastguard Worker 30*89c4ff92SAndroid Build Coastguard Worker DelegateOptions(const std::vector<armnn::BackendId>& backends, 31*89c4ff92SAndroid Build Coastguard Worker const std::vector<armnn::BackendOptions>& backendOptions = {}, 32*89c4ff92SAndroid Build Coastguard Worker armnn::Optional<armnn::LogSeverity> logSeverityLevel = armnn::EmptyOptional()); 33*89c4ff92SAndroid Build Coastguard Worker 34*89c4ff92SAndroid Build Coastguard Worker DelegateOptions(armnn::Compute computeDevice, 35*89c4ff92SAndroid Build Coastguard Worker const armnn::OptimizerOptionsOpaque& optimizerOptions, 36*89c4ff92SAndroid Build Coastguard Worker const armnn::Optional<armnn::LogSeverity>& logSeverityLevel = armnn::EmptyOptional(), 37*89c4ff92SAndroid Build Coastguard Worker const armnn::Optional<armnn::DebugCallbackFunction>& func = armnn::EmptyOptional()); 38*89c4ff92SAndroid Build Coastguard Worker 39*89c4ff92SAndroid Build Coastguard Worker DelegateOptions(const std::vector<armnn::BackendId>& backends, 40*89c4ff92SAndroid Build Coastguard Worker const armnn::OptimizerOptionsOpaque& optimizerOptions, 41*89c4ff92SAndroid Build Coastguard Worker const armnn::Optional<armnn::LogSeverity>& logSeverityLevel = armnn::EmptyOptional(), 42*89c4ff92SAndroid Build Coastguard Worker const armnn::Optional<armnn::DebugCallbackFunction>& func = armnn::EmptyOptional()); 43*89c4ff92SAndroid Build Coastguard Worker 44*89c4ff92SAndroid Build Coastguard Worker /** 45*89c4ff92SAndroid Build Coastguard Worker * This constructor processes delegate options in form of command line arguments. 46*89c4ff92SAndroid Build Coastguard Worker * It works in conjunction with the TfLite external delegate plugin. 47*89c4ff92SAndroid Build Coastguard Worker * 48*89c4ff92SAndroid Build Coastguard Worker * Available options: 49*89c4ff92SAndroid Build Coastguard Worker * 50*89c4ff92SAndroid Build Coastguard Worker * Option key: "backends" \n 51*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["EthosNPU"/"GpuAcc"/"CpuAcc"/"CpuRef"] \n 52*89c4ff92SAndroid Build Coastguard Worker * Descriptions: A comma separated list without whitespaces of 53*89c4ff92SAndroid Build Coastguard Worker * backends which should be used for execution. Falls 54*89c4ff92SAndroid Build Coastguard Worker * back to next backend in list if previous doesn't 55*89c4ff92SAndroid Build Coastguard Worker * provide support for operation. e.g. "GpuAcc,CpuAcc" 56*89c4ff92SAndroid Build Coastguard Worker * 57*89c4ff92SAndroid Build Coastguard Worker * Option key: "dynamic-backends-path" \n 58*89c4ff92SAndroid Build Coastguard Worker * Possible values: [filenameString] \n 59*89c4ff92SAndroid Build Coastguard Worker * Descriptions: This is the directory that will be searched for any dynamic backends. 60*89c4ff92SAndroid Build Coastguard Worker * 61*89c4ff92SAndroid Build Coastguard Worker * Option key: "logging-severity" \n 62*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["trace"/"debug"/"info"/"warning"/"error"/"fatal"] \n 63*89c4ff92SAndroid Build Coastguard Worker * Description: Sets the logging severity level for ArmNN. Logging 64*89c4ff92SAndroid Build Coastguard Worker * is turned off if this option is not provided. 65*89c4ff92SAndroid Build Coastguard Worker * 66*89c4ff92SAndroid Build Coastguard Worker * Option key: "gpu-tuning-level" \n 67*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["0"/"1"/"2"/"3"] \n 68*89c4ff92SAndroid Build Coastguard Worker * Description: 0=UseOnly(default), 1=RapidTuning, 2=NormalTuning, 69*89c4ff92SAndroid Build Coastguard Worker * 3=ExhaustiveTuning. Requires option gpu-tuning-file. 70*89c4ff92SAndroid Build Coastguard Worker * 1,2 and 3 will create a tuning-file, 0 will apply the 71*89c4ff92SAndroid Build Coastguard Worker * tunings from an existing file 72*89c4ff92SAndroid Build Coastguard Worker * 73*89c4ff92SAndroid Build Coastguard Worker * Option key: "gpu-mlgo-tuning-file" \n 74*89c4ff92SAndroid Build Coastguard Worker * Possible values: [filenameString] \n 75*89c4ff92SAndroid Build Coastguard Worker * Description: File name for the MLGO tuning file 76*89c4ff92SAndroid Build Coastguard Worker * 77*89c4ff92SAndroid Build Coastguard Worker * Option key: "gpu-tuning-file" \n 78*89c4ff92SAndroid Build Coastguard Worker * Possible values: [filenameString] \n 79*89c4ff92SAndroid Build Coastguard Worker * Description: File name for the tuning file. 80*89c4ff92SAndroid Build Coastguard Worker * 81*89c4ff92SAndroid Build Coastguard Worker * Option key: "gpu-enable-profiling" \n 82*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 83*89c4ff92SAndroid Build Coastguard Worker * Description: Enables GPU profiling 84*89c4ff92SAndroid Build Coastguard Worker * 85*89c4ff92SAndroid Build Coastguard Worker * Option key: "gpu-kernel-profiling-enabled" \n 86*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 87*89c4ff92SAndroid Build Coastguard Worker * Description: Enables GPU kernel profiling 88*89c4ff92SAndroid Build Coastguard Worker * 89*89c4ff92SAndroid Build Coastguard Worker * Option key: "save-cached-network" \n 90*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 91*89c4ff92SAndroid Build Coastguard Worker * Description: Enables saving of the cached network to a file, 92*89c4ff92SAndroid Build Coastguard Worker * specified with the cached-network-filepath option 93*89c4ff92SAndroid Build Coastguard Worker * 94*89c4ff92SAndroid Build Coastguard Worker * Option key: "cached-network-filepath" \n 95*89c4ff92SAndroid Build Coastguard Worker * Possible values: [filenameString] \n 96*89c4ff92SAndroid Build Coastguard Worker * Description: If non-empty, the given file will be used to load/save the cached network. 97*89c4ff92SAndroid Build Coastguard Worker * If save-cached-network is given then the cached network will be saved to the given file. 98*89c4ff92SAndroid Build Coastguard Worker * To save the cached network a file must already exist. 99*89c4ff92SAndroid Build Coastguard Worker * If save-cached-network is not given then the cached network will be loaded from the given file. 100*89c4ff92SAndroid Build Coastguard Worker * This will remove initial compilation time of kernels and speed up the first execution. 101*89c4ff92SAndroid Build Coastguard Worker * 102*89c4ff92SAndroid Build Coastguard Worker * Option key: "enable-fast-math" \n 103*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 104*89c4ff92SAndroid Build Coastguard Worker * Description: Enables fast_math options in backends that support it 105*89c4ff92SAndroid Build Coastguard Worker * 106*89c4ff92SAndroid Build Coastguard Worker * Option key: "number-of-threads" \n 107*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["1"-"64"] \n 108*89c4ff92SAndroid Build Coastguard Worker * Description: Assign the number of threads used by the CpuAcc backend. 109*89c4ff92SAndroid Build Coastguard Worker * Default is set to 0 (Backend will decide number of threads to use). 110*89c4ff92SAndroid Build Coastguard Worker * 111*89c4ff92SAndroid Build Coastguard Worker * Option key: "reduce-fp32-to-fp16" \n 112*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 113*89c4ff92SAndroid Build Coastguard Worker * Description: Reduce Fp32 data to Fp16 for faster processing 114*89c4ff92SAndroid Build Coastguard Worker * 115*89c4ff92SAndroid Build Coastguard Worker * Option key: "reduce-fp32-to-bf16" \n 116*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 117*89c4ff92SAndroid Build Coastguard Worker * Description: This option is currently ignored. Please enable Fast Math in the CpuAcc or GpuAcc backends. 118*89c4ff92SAndroid Build Coastguard Worker * 119*89c4ff92SAndroid Build Coastguard Worker * Option key: "debug-data" \n 120*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 121*89c4ff92SAndroid Build Coastguard Worker * Description: Add debug data for easier troubleshooting 122*89c4ff92SAndroid Build Coastguard Worker * 123*89c4ff92SAndroid Build Coastguard Worker * Option key: "memory-import" \n 124*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 125*89c4ff92SAndroid Build Coastguard Worker * Description: Enable memory import 126*89c4ff92SAndroid Build Coastguard Worker * 127*89c4ff92SAndroid Build Coastguard Worker * Option key: "enable-internal-profiling" \n 128*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 129*89c4ff92SAndroid Build Coastguard Worker * Description: Enable the internal profiling feature. 130*89c4ff92SAndroid Build Coastguard Worker * 131*89c4ff92SAndroid Build Coastguard Worker * Option key: "internal-profiling-detail" \n 132*89c4ff92SAndroid Build Coastguard Worker * Possible values: [1/2] \n 133*89c4ff92SAndroid Build Coastguard Worker * Description: Set the detail on the internal profiling. 1 = DetailsWithEvents, 2 = DetailsOnly. 134*89c4ff92SAndroid Build Coastguard Worker * 135*89c4ff92SAndroid Build Coastguard Worker * Option key: "enable-external-profiling" \n 136*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 137*89c4ff92SAndroid Build Coastguard Worker * Description: Enable the external profiling feature. 138*89c4ff92SAndroid Build Coastguard Worker * 139*89c4ff92SAndroid Build Coastguard Worker * Option key: "timeline-profiling" \n 140*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 141*89c4ff92SAndroid Build Coastguard Worker * Description: Indicates whether external timeline profiling is enabled or not. 142*89c4ff92SAndroid Build Coastguard Worker * 143*89c4ff92SAndroid Build Coastguard Worker * Option key: "outgoing-capture-file" \n 144*89c4ff92SAndroid Build Coastguard Worker * Possible values: [filenameString] \n 145*89c4ff92SAndroid Build Coastguard Worker * Description: Path to a file in which outgoing timeline profiling messages will be stored. 146*89c4ff92SAndroid Build Coastguard Worker * 147*89c4ff92SAndroid Build Coastguard Worker * Option key: "incoming-capture-file" \n 148*89c4ff92SAndroid Build Coastguard Worker * Possible values: [filenameString] \n 149*89c4ff92SAndroid Build Coastguard Worker * Description: Path to a file in which incoming timeline profiling messages will be stored. 150*89c4ff92SAndroid Build Coastguard Worker * 151*89c4ff92SAndroid Build Coastguard Worker * Option key: "file-only-external-profiling" \n 152*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 153*89c4ff92SAndroid Build Coastguard Worker * Description: Enable profiling output to file only. 154*89c4ff92SAndroid Build Coastguard Worker * 155*89c4ff92SAndroid Build Coastguard Worker * Option key: "counter-capture-period" \n 156*89c4ff92SAndroid Build Coastguard Worker * Possible values: Integer, Default is 10000u 157*89c4ff92SAndroid Build Coastguard Worker * Description: Value in microseconds of the profiling capture period. \n 158*89c4ff92SAndroid Build Coastguard Worker * 159*89c4ff92SAndroid Build Coastguard Worker * Option key: "profiling-file-format" \n 160*89c4ff92SAndroid Build Coastguard Worker * Possible values: String of ["binary"] \n 161*89c4ff92SAndroid Build Coastguard Worker * Description: The format of the file used for outputting profiling data. Currently on "binary" is supported. 162*89c4ff92SAndroid Build Coastguard Worker * 163*89c4ff92SAndroid Build Coastguard Worker * Option key: "serialize-to-dot" \n 164*89c4ff92SAndroid Build Coastguard Worker * Possible values: [filenameString] \n 165*89c4ff92SAndroid Build Coastguard Worker * Description: Serialize the optimized network to the file specified in "dot" format. 166*89c4ff92SAndroid Build Coastguard Worker * 167*89c4ff92SAndroid Build Coastguard Worker * Option key: "infer-output-shape" \n 168*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 169*89c4ff92SAndroid Build Coastguard Worker * Description: Infers output tensor shape from input tensor shape and validate where applicable. 170*89c4ff92SAndroid Build Coastguard Worker * 171*89c4ff92SAndroid Build Coastguard Worker * Option key: "allow-expanded-dims" \n 172*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 173*89c4ff92SAndroid Build Coastguard Worker * Description: If true will disregard dimensions with a size of 1 when validating tensor shapes but tensor 174*89c4ff92SAndroid Build Coastguard Worker * sizes must still match. \n 175*89c4ff92SAndroid Build Coastguard Worker * This is an Experimental parameter that is incompatible with "infer-output-shape". \n 176*89c4ff92SAndroid Build Coastguard Worker * This parameter may be removed in a later update. 177*89c4ff92SAndroid Build Coastguard Worker * 178*89c4ff92SAndroid Build Coastguard Worker * Option key: "disable-tflite-runtime-fallback" \n 179*89c4ff92SAndroid Build Coastguard Worker * Possible values: ["true"/"false"] \n 180*89c4ff92SAndroid Build Coastguard Worker * Description: Disable TfLite Runtime fallback in the Arm NN TfLite delegate. 181*89c4ff92SAndroid Build Coastguard Worker * An exception will be thrown if unsupported operators are encountered. 182*89c4ff92SAndroid Build Coastguard Worker * This option is only for testing purposes. 183*89c4ff92SAndroid Build Coastguard Worker * 184*89c4ff92SAndroid Build Coastguard Worker * @param[in] option_keys Delegate option names 185*89c4ff92SAndroid Build Coastguard Worker * @param[in] options_values Delegate option values 186*89c4ff92SAndroid Build Coastguard Worker * @param[in] num_options Number of delegate options 187*89c4ff92SAndroid Build Coastguard Worker * @param[in,out] report_error Error callback function 188*89c4ff92SAndroid Build Coastguard Worker * 189*89c4ff92SAndroid Build Coastguard Worker */ 190*89c4ff92SAndroid Build Coastguard Worker DelegateOptions(char const* const* options_keys, 191*89c4ff92SAndroid Build Coastguard Worker char const* const* options_values, 192*89c4ff92SAndroid Build Coastguard Worker size_t num_options, 193*89c4ff92SAndroid Build Coastguard Worker void (*report_error)(const char*)); 194*89c4ff92SAndroid Build Coastguard Worker 195*89c4ff92SAndroid Build Coastguard Worker const std::vector<armnn::BackendId>& GetBackends() const; 196*89c4ff92SAndroid Build Coastguard Worker 197*89c4ff92SAndroid Build Coastguard Worker void SetBackends(const std::vector<armnn::BackendId>& backends); 198*89c4ff92SAndroid Build Coastguard Worker 199*89c4ff92SAndroid Build Coastguard Worker void SetDynamicBackendsPath(const std::string& dynamicBackendsPath); 200*89c4ff92SAndroid Build Coastguard Worker 201*89c4ff92SAndroid Build Coastguard Worker const std::string& GetDynamicBackendsPath() const; 202*89c4ff92SAndroid Build Coastguard Worker 203*89c4ff92SAndroid Build Coastguard Worker void SetGpuProfilingState(bool gpuProfilingState); 204*89c4ff92SAndroid Build Coastguard Worker 205*89c4ff92SAndroid Build Coastguard Worker bool GetGpuProfilingState(); 206*89c4ff92SAndroid Build Coastguard Worker 207*89c4ff92SAndroid Build Coastguard Worker const std::vector<armnn::BackendOptions>& GetBackendOptions() const; 208*89c4ff92SAndroid Build Coastguard Worker 209*89c4ff92SAndroid Build Coastguard Worker /// Appends a backend option to the list of backend options 210*89c4ff92SAndroid Build Coastguard Worker void AddBackendOption(const armnn::BackendOptions& option); 211*89c4ff92SAndroid Build Coastguard Worker 212*89c4ff92SAndroid Build Coastguard Worker /// Sets the severity level for logging within ArmNN that will be used on creation of the delegate 213*89c4ff92SAndroid Build Coastguard Worker void SetLoggingSeverity(const armnn::LogSeverity& level); 214*89c4ff92SAndroid Build Coastguard Worker void SetLoggingSeverity(const std::string& level); 215*89c4ff92SAndroid Build Coastguard Worker 216*89c4ff92SAndroid Build Coastguard Worker /// Returns the severity level for logging within ArmNN 217*89c4ff92SAndroid Build Coastguard Worker armnn::LogSeverity GetLoggingSeverity(); 218*89c4ff92SAndroid Build Coastguard Worker 219*89c4ff92SAndroid Build Coastguard Worker bool IsLoggingEnabled(); 220*89c4ff92SAndroid Build Coastguard Worker 221*89c4ff92SAndroid Build Coastguard Worker const armnn::OptimizerOptionsOpaque& GetOptimizerOptions() const; 222*89c4ff92SAndroid Build Coastguard Worker 223*89c4ff92SAndroid Build Coastguard Worker void SetOptimizerOptions(const armnn::OptimizerOptionsOpaque& optimizerOptions); 224*89c4ff92SAndroid Build Coastguard Worker 225*89c4ff92SAndroid Build Coastguard Worker const armnn::Optional<armnn::DebugCallbackFunction>& GetDebugCallbackFunction() const; 226*89c4ff92SAndroid Build Coastguard Worker 227*89c4ff92SAndroid Build Coastguard Worker void SetInternalProfilingParams(bool internalProfilingState, 228*89c4ff92SAndroid Build Coastguard Worker const armnn::ProfilingDetailsMethod& internalProfilingDetail); 229*89c4ff92SAndroid Build Coastguard Worker 230*89c4ff92SAndroid Build Coastguard Worker bool GetInternalProfilingState() const; 231*89c4ff92SAndroid Build Coastguard Worker 232*89c4ff92SAndroid Build Coastguard Worker const armnn::ProfilingDetailsMethod& GetInternalProfilingDetail() const; 233*89c4ff92SAndroid Build Coastguard Worker 234*89c4ff92SAndroid Build Coastguard Worker void SetSerializeToDot(const std::string& serializeToDotFile); 235*89c4ff92SAndroid Build Coastguard Worker 236*89c4ff92SAndroid Build Coastguard Worker const std::string& GetSerializeToDot() const; 237*89c4ff92SAndroid Build Coastguard Worker 238*89c4ff92SAndroid Build Coastguard Worker /// @Note: This might overwrite options that were set with other setter functions of DelegateOptions 239*89c4ff92SAndroid Build Coastguard Worker void SetRuntimeOptions(const armnn::IRuntime::CreationOptions& runtimeOptions); 240*89c4ff92SAndroid Build Coastguard Worker 241*89c4ff92SAndroid Build Coastguard Worker const armnn::IRuntime::CreationOptions& GetRuntimeOptions(); 242*89c4ff92SAndroid Build Coastguard Worker 243*89c4ff92SAndroid Build Coastguard Worker void DisableTfLiteRuntimeFallback(bool fallbackState); 244*89c4ff92SAndroid Build Coastguard Worker 245*89c4ff92SAndroid Build Coastguard Worker bool TfLiteRuntimeFallbackDisabled(); 246*89c4ff92SAndroid Build Coastguard Worker 247*89c4ff92SAndroid Build Coastguard Worker private: 248*89c4ff92SAndroid Build Coastguard Worker std::unique_ptr<armnnDelegate::DelegateOptionsImpl> p_DelegateOptionsImpl; 249*89c4ff92SAndroid Build Coastguard Worker 250*89c4ff92SAndroid Build Coastguard Worker }; 251*89c4ff92SAndroid Build Coastguard Worker 252*89c4ff92SAndroid Build Coastguard Worker } // namespace armnnDelegate 253