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287 lines
13 KiB
287 lines
13 KiB
// |
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// Copyright © 2020 Arm Ltd and Contributors. All rights reserved. |
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// SPDX-License-Identifier: MIT |
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// |
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#pragma once |
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#include <armnn/ArmNN.hpp> |
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#include <armnn/Logging.hpp> |
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#include <armnn/Optional.hpp> |
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#include <set> |
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#include <string> |
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#include <vector> |
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namespace armnnDelegate |
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{ |
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class DelegateOptions |
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{ |
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public: |
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DelegateOptions(armnn::Compute computeDevice, |
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const std::vector<armnn::BackendOptions>& backendOptions = {}, |
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armnn::Optional<armnn::LogSeverity> logSeverityLevel = armnn::EmptyOptional()); |
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DelegateOptions(const std::vector<armnn::BackendId>& backends, |
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const std::vector<armnn::BackendOptions>& backendOptions = {}, |
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armnn::Optional<armnn::LogSeverity> logSeverityLevel = armnn::EmptyOptional()); |
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DelegateOptions(armnn::Compute computeDevice, |
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const armnn::OptimizerOptions& optimizerOptions, |
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const armnn::Optional<armnn::LogSeverity>& logSeverityLevel = armnn::EmptyOptional(), |
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const armnn::Optional<armnn::DebugCallbackFunction>& func = armnn::EmptyOptional()); |
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DelegateOptions(const std::vector<armnn::BackendId>& backends, |
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const armnn::OptimizerOptions& optimizerOptions, |
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const armnn::Optional<armnn::LogSeverity>& logSeverityLevel = armnn::EmptyOptional(), |
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const armnn::Optional<armnn::DebugCallbackFunction>& func = armnn::EmptyOptional()); |
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/** |
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* This constructor processes delegate options in form of command line arguments. |
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* It works in conjunction with the TfLite external delegate plugin. |
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* |
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* Available options: |
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* |
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* Option key: "backends" \n |
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* Possible values: ["EthosNPU"/"GpuAcc"/"CpuAcc"/"CpuRef"] \n |
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* Descriptions: A comma separated list without whitespaces of |
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* backends which should be used for execution. Falls |
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* back to next backend in list if previous doesn't |
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* provide support for operation. e.g. "GpuAcc,CpuAcc" |
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* |
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* Option key: "dynamic-backends-path" \n |
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* Possible values: [filenameString] \n |
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* Descriptions: This is the directory that will be searched for any dynamic backends. |
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* |
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* Option key: "logging-severity" \n |
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* Possible values: ["trace"/"debug"/"info"/"warning"/"error"/"fatal"] \n |
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* Description: Sets the logging severity level for ArmNN. Logging |
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* is turned off if this option is not provided. |
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* |
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* Option key: "gpu-tuning-level" \n |
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* Possible values: ["0"/"1"/"2"/"3"] \n |
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* Description: 0=UseOnly(default), 1=RapidTuning, 2=NormalTuning, |
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* 3=ExhaustiveTuning. Requires option gpu-tuning-file. |
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* 1,2 and 3 will create a tuning-file, 0 will apply the |
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* tunings from an existing file |
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* |
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* Option key: "gpu-mlgo-tuning-file" \n |
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* Possible values: [filenameString] \n |
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* Description: File name for the MLGO tuning file |
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* |
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* Option key: "gpu-tuning-file" \n |
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* Possible values: [filenameString] \n |
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* Description: File name for the tuning file. |
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* |
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* Option key: "gpu-enable-profiling" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Enables GPU profiling |
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* |
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* Option key: "gpu-kernel-profiling-enabled" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Enables GPU kernel profiling |
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* |
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* Option key: "save-cached-network" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Enables saving of the cached network to a file, |
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* specified with the cached-network-filepath option |
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* |
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* Option key: "cached-network-filepath" \n |
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* Possible values: [filenameString] \n |
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* Description: If non-empty, the given file will be used to load/save the cached network. |
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* If save-cached-network is given then the cached network will be saved to the given file. |
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* To save the cached network a file must already exist. |
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* If save-cached-network is not given then the cached network will be loaded from the given file. |
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* This will remove initial compilation time of kernels and speed up the first execution. |
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* |
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* Option key: "enable-fast-math" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Enables fast_math options in backends that support it |
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* |
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* Option key: "number-of-threads" \n |
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* Possible values: ["1"-"64"] \n |
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* Description: Assign the number of threads used by the CpuAcc backend. |
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* Default is set to 0 (Backend will decide number of threads to use). |
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* |
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* Option key: "reduce-fp32-to-fp16" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Reduce Fp32 data to Fp16 for faster processing |
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* |
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* Option key: "reduce-fp32-to-bf16" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Reduce Fp32 data to Bf16 for faster processing |
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* |
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* Option key: "debug-data" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Add debug data for easier troubleshooting |
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* |
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* Option key: "memory-import" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Enable memory import |
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* |
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* Option key: "enable-internal-profiling" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Enable the internal profiling feature. |
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* |
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* Option key: "internal-profiling-detail" \n |
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* Possible values: [1/2] \n |
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* Description: Set the detail on the internal profiling. 1 = DetailsWithEvents, 2 = DetailsOnly. |
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* |
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* Option key: "enable-external-profiling" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Enable the external profiling feature. |
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* |
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* Option key: "timeline-profiling" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Indicates whether external timeline profiling is enabled or not. |
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* |
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* Option key: "outgoing-capture-file" \n |
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* Possible values: [filenameString] \n |
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* Description: Path to a file in which outgoing timeline profiling messages will be stored. |
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* |
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* Option key: "incoming-capture-file" \n |
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* Possible values: [filenameString] \n |
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* Description: Path to a file in which incoming timeline profiling messages will be stored. |
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* |
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* Option key: "file-only-external-profiling" \n |
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* Possible values: ["true"/"false"] \n |
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* Description: Enable profiling output to file only. |
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* |
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* Option key: "counter-capture-period" \n |
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* Possible values: Integer, Default is 10000u |
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* Description: Value in microseconds of the profiling capture period. \n |
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* |
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* Option key: "profiling-file-format" \n |
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* Possible values: String of ["binary"] \n |
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* Description: The format of the file used for outputting profiling data. Currently on "binary" is supported. |
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* |
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* Option key: "serialize-to-dot" \n |
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* Possible values: [filenameString] \n |
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* Description: Serialize the optimized network to the file specified in "dot" format. |
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* |
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* @param[in] option_keys Delegate option names |
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* @param[in] options_values Delegate option values |
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* @param[in] num_options Number of delegate options |
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* @param[in,out] report_error Error callback function |
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* |
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*/ |
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DelegateOptions(char const* const* options_keys, |
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char const* const* options_values, |
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size_t num_options, |
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void (*report_error)(const char*)); |
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const std::vector<armnn::BackendId>& GetBackends() const { return m_Backends; } |
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void SetBackends(const std::vector<armnn::BackendId>& backends) { m_Backends = backends; } |
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void SetDynamicBackendsPath(const std::string& dynamicBackendsPath) |
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{ |
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m_RuntimeOptions.m_DynamicBackendsPath = dynamicBackendsPath; |
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} |
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const std::string& GetDynamicBackendsPath() const |
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{ |
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return m_RuntimeOptions.m_DynamicBackendsPath; |
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} |
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void SetGpuProfilingState(bool gpuProfilingState) |
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{ |
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m_RuntimeOptions.m_EnableGpuProfiling = gpuProfilingState; |
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} |
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bool GetGpuProfilingState() |
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{ |
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return m_RuntimeOptions.m_EnableGpuProfiling; |
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} |
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const std::vector<armnn::BackendOptions>& GetBackendOptions() const |
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{ |
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return m_RuntimeOptions.m_BackendOptions; |
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} |
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/// Appends a backend option to the list of backend options |
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void AddBackendOption(const armnn::BackendOptions& option) |
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{ |
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m_RuntimeOptions.m_BackendOptions.push_back(option); |
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} |
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/// Sets the severity level for logging within ArmNN that will be used on creation of the delegate |
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void SetLoggingSeverity(const armnn::LogSeverity& level) { m_LoggingSeverity = level; } |
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void SetLoggingSeverity(const std::string& level) { m_LoggingSeverity = armnn::StringToLogLevel(level); } |
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/// Returns the severity level for logging within ArmNN |
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armnn::LogSeverity GetLoggingSeverity() { return m_LoggingSeverity.value(); } |
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bool IsLoggingEnabled() { return m_LoggingSeverity.has_value(); } |
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const armnn::OptimizerOptions& GetOptimizerOptions() const { return m_OptimizerOptions; } |
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void SetOptimizerOptions(const armnn::OptimizerOptions& optimizerOptions) { m_OptimizerOptions = optimizerOptions; } |
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const armnn::Optional<armnn::DebugCallbackFunction>& GetDebugCallbackFunction() const |
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{ return m_DebugCallbackFunc; } |
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void SetInternalProfilingParams(bool internalProfilingState, |
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const armnn::ProfilingDetailsMethod& internalProfilingDetail) |
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{ m_InternalProfilingEnabled = internalProfilingState; m_InternalProfilingDetail = internalProfilingDetail; } |
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bool GetInternalProfilingState() const { return m_InternalProfilingEnabled; } |
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const armnn::ProfilingDetailsMethod& GetInternalProfilingDetail() const { return m_InternalProfilingDetail; } |
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void SetExternalProfilingParams( |
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const armnn::IRuntime::CreationOptions::ExternalProfilingOptions& externalProfilingParams) |
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{ m_ProfilingOptions = externalProfilingParams; } |
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const armnn::IRuntime::CreationOptions::ExternalProfilingOptions& GetExternalProfilingParams() const |
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{ return m_ProfilingOptions; } |
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void SetSerializeToDot(const std::string& serializeToDotFile) { m_SerializeToDot = serializeToDotFile; } |
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const std::string& GetSerializeToDot() const { return m_SerializeToDot; } |
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/// @Note: This might overwrite options that were set with other setter functions of DelegateOptions |
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void SetRuntimeOptions(const armnn::IRuntime::CreationOptions& runtimeOptions) |
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{ |
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m_RuntimeOptions = runtimeOptions; |
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} |
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const armnn::IRuntime::CreationOptions& GetRuntimeOptions() |
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{ |
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return m_RuntimeOptions; |
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} |
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private: |
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/// Which backend to run Delegate on. |
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/// Examples of possible values are: CpuRef, CpuAcc, GpuAcc. |
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/// CpuRef as default. |
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std::vector<armnn::BackendId> m_Backends = { armnn::Compute::CpuRef }; |
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/// Creation options for the ArmNN runtime |
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/// Contains options for global settings that are valid for the whole lifetime of ArmNN |
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/// i.e. BackendOptions, DynamicBackendPath, ExternalProfilingOptions and more |
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armnn::IRuntime::CreationOptions m_RuntimeOptions; |
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/// Options for the optimization step for the network |
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armnn::OptimizerOptions m_OptimizerOptions; |
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/// External profiling options. |
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armnn::IRuntime::CreationOptions::ExternalProfilingOptions m_ProfilingOptions; |
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/// Internal profiling options. |
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/// Indicates whether internal profiling is enabled or not. |
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bool m_InternalProfilingEnabled = false; |
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/// Sets the level of detail output by the profiling. Options are DetailsWithEvents = 1 and DetailsOnly = 2 |
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armnn::ProfilingDetailsMethod m_InternalProfilingDetail = armnn::ProfilingDetailsMethod::DetailsWithEvents; |
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/// Severity level for logging within ArmNN that will be used on creation of the delegate |
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armnn::Optional<armnn::LogSeverity> m_LoggingSeverity; |
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/// A callback function to debug layers performing custom computations on intermediate tensors. |
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/// If a function is not registered, and debug is enabled in OptimizerOptions, |
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/// debug will print information of the intermediate tensors. |
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armnn::Optional<armnn::DebugCallbackFunction> m_DebugCallbackFunc; |
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/// If not empty then the optimized model will be serialized to a file with this file name in "dot" format. |
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std::string m_SerializeToDot = ""; |
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}; |
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} // namespace armnnDelegate
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