From 22625d9fe0e7eb71201da14ccb83d733ba1d5983 Mon Sep 17 00:00:00 2001 From: chenqian Date: Thu, 3 Nov 2022 11:32:21 +0800 Subject: [PATCH] modify README_zh.md of deep_learning_framework example. Signed-off-by: chenqian --- example/deep_learning_framework/Flowchart.png | Bin 126482 -> 100276 bytes example/deep_learning_framework/Principle.png | Bin 25277 -> 131536 bytes example/deep_learning_framework/README_zh.md | 368 ++++++++++++------ 3 files changed, 244 insertions(+), 124 deletions(-) diff --git a/example/deep_learning_framework/Flowchart.png b/example/deep_learning_framework/Flowchart.png index d6018c17a9116b72f2ebc10e38e39764d2ec0058..259edc2ea89ea40b6ae6fbe9c2b55686086bcc05 100644 GIT binary patch literal 100276 zcmdSAWl$YY^!IsjcY+6ZcXxMpcXxM5aCdiif=kfg?hu^d5+Jw*vcvDcTebUUtDdcW z^H9aynmaQ+EvLVI`+UxcQdX2gg2#ggfj~$y(&DNh5I7`0pYI+6mSmbEUn`P0wE86{DX};Rhol9|H@>SAEsKh-pZn!S`}ngK zFPbJ9Z=@`MSC%7j{tRBxcT;Gk0HwyD2>ngm_P@ZO7J z4Hn)7u|a`}W$h_TizZHBGy47TOIsBl+f^cD>s60C~=O55u^&M#?e<9zwu zJbRLDSDzF|1{MvqMLUUk%ozCiePBLJ5e(y(O{;={lW&8_A6<#=&^V0c{woZ7Aw@}$Mved|61XjT*wocOEIl2o zB@r5Q^ZMrA4+b;m6!faMRs&v$gUXy*r03L=_OR{ebo1=z4qD zSjG$fA=%9KP 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a/example/deep_learning_framework/README_zh.md +++ b/example/deep_learning_framework/README_zh.md @@ -1,49 +1,64 @@ -# Tensorflow Lite 接入NNRt Delegate Demo开发指南 +# TensorFlow Lite接入NNRt Delegate开发指南 ## 概述 +神经网络运行时部件(NNRt)是跨设备的AI运行时框架,作为端侧推理框架和专用加速芯片的中间桥梁,为端侧推理框架提供了统一的Native接口。 -### 功能简介 -- 神经网络运行时部件(NNRt)是跨设备的AI运行时框架,作为端侧推理框架和专用加速芯片的中间桥梁,为端侧推理框架提供了统一的Native接口; -- 本demo旨在介绍上层AI业务如何利用NNRt在专有芯片上加速推理,使能OpenHarmony社区生态; -- 本demo根据用户输入参数(模型、标签、模型输入shape、循环浮点推理次数、是否允许动态尺寸推理、以及是否打印结果等)完成标签分类模型推理,用户可通过打印信息观察在不同条件下的模型推理性能、精度等KIP。 - -### 基本概念 -在开发前,开发者需要先了解以下概念,以便更好地理解全文内容: -- NNRt: Neural Network Runtime,神经网络运行时,是本指导主要介绍的部件。 -- OHOS:OpenHarmony Operating System,开源鸿蒙操作系统。 - -### 约束与限制 -- 系统版本:OpenHarmonyOS 3.2及以上 -- 开发环境:Ubuntu 18.04及以上 -- 接入设备:OpenHarmony定义的标准设备 -- 其他开发依赖: - - tensorflow-lite.so及其依赖库,目前完成在tensorflow lite 2.6版本上的测试; - - NNRt库libneural_network_runtime.z.so; - - TensorFlow Lite头文件:https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite; - - mobilenetv2.tflite模型(https://storage.googleapis.com/mobilenet_v2/checkpoints/mobilenet_v2_1.4_224.tgz); - - 标签文件labels.txt; - - 测试图片grace_hopper.bmp; - -### 运作机制 -

- - - 用户调用TFLite的BuildFromFile接口完成初始构图; - - 用户设置自定义的参数options,应用于创建NnrtDelegate; - - 用户创建DelegateProviders,并调用DelegateProviders的CreateAllRankedDelegates接口创建NnrtDelegate,创建NnrtDelegate过程中dlopen打开NNRt的动态库,并加载API,返回delegate; - - 用户调用ModifyGraphWithDelegate接口完成Node替换,其中该步分四个步骤; - - Initalize初始化NnrtDelegate; - - 判断图中各node是否支持NnrtDelegate,返回支持的node集合; - - 调用TFLiteRegistration注册NnrtDelegate,并初始化init, prepare, invoke成员函数指针,指向delegateKernel的Init, Prepare和run函数方法; - - 替换TensorFlow Delegate的node为已注册的NNrt delegate kernel, 并调用Init完成构图步骤; - - 用户调用AllocateTensors,完成内存分配和图编译,其中支持delegate的node会转到delegateKernel的prepare完成编译,不支持delegate的会调用原有tflite node的prepare编译; - - 用户调用Invoke完成图执行; - -### 开发流程 -
- -### 开发步骤 +本demo旨在介绍TensorFlow Lite推理框架如何接入NNRt,并在专有芯片上加速推理,接入OpenHarmony社区生态。 + +本demo根据用户输入参数(模型、标签、模型输入shape、循环浮点推理次数、是否允许动态尺寸推理、以及是否打印结果等)完成标签分类模型推理,用户可通过打印信息观察在不同条件下的模型推理性能、精度和预测类别。 + +## 基本概念 +在开发前,开发者需要先了解以下概念,以便更好地理解全文内容: +- NNRt:Neural Network Runtime,神经网络运行时,是本指导主要介绍的部件。 +- OHOS:OpenHarmony Operating System,OpenHarmony操作系统。 + +## 约束与限制 +1. 系统版本:OpenHarmonyOS 3.2 Beta5及以上版本。 +2. 开发环境:Ubuntu 18.04及以上。 +3. 接入设备:OpenHarmony定义的标准设备。 +4. 其他开发依赖: +获取TensorFlow Lite头文件,[获取链接](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite)。 + - tensorflow-lite.so及其依赖库(参考[编译指导](#调测命令)编译生成),目前完成在tensorflow lite 2.6版本上的测试。 + - NNRt动态库libneural_network_runtime.z.so,参考[编译指导](https://gitee.com/openharmony-sig/neural_network_runtime/blob/master/README_zh.md)编译生成。 + - mobilenetv2的Tensorflow lite模型,[获取链接](https://storage.googleapis.com/mobilenet_v2/checkpoints/mobilenet_v2_1.4_224.tgz)。 + - 标签文件labels.txt,可从[压缩包](https://storage.googleapis.com/download.tensorflow.org/models/mobilenet_v1_1.0_224_frozen.tgz)中解压得到。 + - 测试图片grace_hopper.bmp,[获取链接](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/examples/label_image/testdata/grace_hopper.bmp)。 + +## 运作机制 + +**图1** 运作机制 + +![运作机制图](./Principle.png) + +以TensorFlow lite的MobileNetv2模型进行标签分类任务为例,实现调用NNRt API在指定芯片上加速推理,主要有以下三个部分: +1. 通过TFLite delegate机制,创建NNRt Delegate,并接入TFLite的Hardware Accelerator中。 +2. 将TensorFlow lite模型中能在NNRt上运行的op kernels,替换成NNRt Delegate kernels。 +3. 推理过程中,被替换成NNRt Delegate Kernel的op kernel会调用Neural Network Runtime中的API在指定芯片上完成模型的构图、编译和执行。 + +## 开发流程 + +**图2** 开发流程 + +![开发流程图](./Flowchart.png) + +主要开发步骤包括命令行参数解析、创建NNRt Delegate、TFLite nodes的替换、tensors的内存分配、执行推理、结果查看等,具体如下: +1. 解析运行demoe的命令,初始化模型推理所需参数和创建NNRt Delegate的options。 +2. 调用Tensorflow lite的BuildFromFile接口完成Tensorflow lite模型的构建。 +3. 根据demo的运行命令解析模型是否需要动态输入,如果需要,则调用ResizeInputTensor接口更改模型输入大小。 +4. 创建DelegateProviders,并调用DelegateProviders的CreateAllRankedDelegates接口创建NnrtDelegate;创建NnrtDelegate过程中,通过dlopen打开NNRt的动态库来加载NNRt API。 +5. 调用ModifyGraphWithDelegate接口完成Node替换,其中该步分四个步骤: + - 初始化NnrtDelegate。 + - 判断TFLite图中各node是否支持在NnrtDelegate上运行,返回支持的node集合。 + - 调用TFLiteRegistration注册NnrtDelegate,并初始化init,prepare,invoke成员函数指针,指向NnrtDelegateKernel的Init,Prepare和run函数方法。 + - 替换TensorFlow Delegate的node为已注册的NNrt delegate kernel,并调用Init完成构图过程。 +6. 用户调用AllocateTensors,完成tensors内存分配和图编译。其中,支持在NNRtDelegate上运行的node会调用NnrtDelegateKernel的prepare接口完成编译,不支持的会调用tflite operation kernels的prepare编译。 +7. 导入输入数据并调用Invoke完成图执行。 +8. 结果输出。 + + +## 开发步骤 本节主要描述NNRt接入TFLite的TFLite-delegate代理机制,重点对TFLite调用delegate的流程和delegate对接NNRt的方式进行了介绍。 -TensorFlow Lite Delegate有两个基类DelegateProvider、TfLiteDelegate, 本节主要描述继承这两个基类得到子类NnrtDelegate和NnrtDelegateProvider。 +TensorFlow Lite Delegate有两个基类DelegateProvider、TfLiteDelegate,本节主要描述继承这两个基类得到子类NnrtDelegate和NnrtDelegateProvider。 本demo主要文件目录结构如下图: ```text @@ -51,41 +66,101 @@ TensorFlow Lite Delegate有两个基类DelegateProvider、TfLiteDelegate, 本节 ├── CMakeLists.txt ├── delegates │   └── nnrt_delegate -│   ├── CMakeLists.txt -│   ├── nnrt_delegate.cpp -│   ├── nnrt_delegate.h -│   ├── nnrt_delegate_kernel.cpp -│   ├── nnrt_delegate_kernel.h -│   ├── nnrt_delegate_provider.cpp -│   ├── nnrt_op_builder.cpp -│   ├── nnrt_op_builder.h -│   ├── nnrt_utils.cpp -│   ├── nnrt_utils.h -│   └── tensor_mapping.h +│   ├── CMakeLists.txt # 生成libnnrt_delegate.so的交叉编译规则文件 +│   ├── nnrt_delegate.cpp # NnrtDelegate源文件,对接到NNRt上,使TensorFlow Lite模型能运行在加速芯片上 +│   ├── nnrt_delegate.h # NnrtDelegate头文件 +│   ├── nnrt_delegate_kernel.cpp # NnrtDelegateKernel源文件,将TensorFlow Lite模型中的operators替换成Nnrt中的operators +│   ├── nnrt_delegate_kernel.h # NnrtDelegateKernel头文件 +│   ├── nnrt_delegate_provider.cpp # 用于创建NNrtDelegate +│   ├── nnrt_op_builder.cpp # NnrtOpBuilder源文件,给每个operators设置输入输出tensor和operation属性 +│   ├── nnrt_op_builder.h # NnrtOpBuilder头文件 +│   ├── nnrt_utils.cpp # 用于辅助创建NnrtDelegate工具方法的源文件 +│   ├── nnrt_utils.h # 用于辅助创建NnrtDelegate工具方法的头文件 +│   └── tensor_mapping.h # TensorFlow Lite Tensor到Nnrt tensor的转换头文件 ├── label_classify -│   ├── CMakeLists.txt -│   ├── label_classify.cpp -│   └── label_classify.h +│   ├── CMakeLists.txt # 生成可执行文件label_classify的交叉编译规则文件 +│   ├── label_classify.cpp # 生成可执行文件label_classify的源文件 +│   └── label_classify.h # 生成可执行文件label_classify的头文件 ├── nnrt -│   ├── CMakeLists.txt -│   ├── nnrt_implementation.cpp -│   └── nnrt_implementation.h +│   ├── CMakeLists.txt # 生成libnnrt_implementation.so的交叉编译规则文件 +│   ├── nnrt_implementation.cpp # 生成libnnrt_implementation.so的源文件,用于加载NNRt Api +│   └── nnrt_implementation.h # 生成libnnrt_implementation.so的头文件 └── tools - ├── bitmap_helpers.cpp - ├── bitmap_helpers.h - ├── get_topn.h - ├── log.h - ├── utils.cpp - └── utils.h + ├── bitmap_helpers.cpp # 用于读取输入的bmp格式图片源文件 + ├── bitmap_helpers.h # 用于读取输入的bmp格式图片头文件 + ├── get_topn.h # 用于返回推理的top N结果 + ├── log.h # 日志模块文件 + ├── utils.cpp # 用于辅助模型推理输入和输出工具方法的源文件 + └── utils.h # 用于辅助模型推理输入和输出工具方法的头文件 ``` -1. 创建Tensorflow Lite NnrtDelegate类 - - Tensorflow Lite NNRt Delegate 使TensorFlow Lite模型能够运行在NNRt框架(https://gitee.com/openharmony/neural_network_runtime)上,这导致了在OHOS设备上更快的模型推理 - - nnrt_delegate依赖nnrt_delegate_kernel, nnrt_delegate_kernel(将支持替换的TensorFlow Lite模型中的operators替换成Nnrt中的operators)依赖nnrt_op_builder(给每个operators设置输入输出tensor和operation属性),完成nnrt_delegate的自定义。 +1. 创建NnrtDelegate类。 + + NnrtDelegate类定义在nnrt_delegate文件中,用于对接NNRt,使TensorFlow Lite模型能运行在加速芯片上。用户需要实现DoPrepare接口、GetSupportedNodes接口、GetDelegateKernelRegistration接口,详细代码参考[链接](https://gitee.com/openharmony-sig/neural_network_runtime/blob/master/example/deep_learning_framework/tflite/delegates/nnrt_delegate/nnrt_delegate.cpp)。主要步骤有以下两点: + - 获取TensorFlow Lite中能替换的nodes。 + ```cpp + TfLiteNode* node = nullptr; + TfLiteRegistration* registration = nullptr; + for (auto nodeIndex : TfLiteIntArrayView(executionPlan)) { + node = nullptr; + registration = nullptr; + TF_LITE_ENSURE_STATUS(context->GetNodeAndRegistration(context, nodeIndex, &node, ®istration)); + if (NnrtDelegateKernel::Validate(registration->builtin_code)) { + supportedNodes.emplace_back(nodeIndex); + } else { + TFLITE_LOG_PROD(TFLITE_LOG_WARNING, + "[NNRT-DELEGATE] Get unsupportted node: %d.", registration->builtin_code); + } + } + ``` + + - 注册的Delegate kernel,初始化TfLiteRegistration的init,prepare,invoke成员函数指针,指向NnrtDelegateKernel的Init,Prepare和run函数方法。 + ```cpp + nnrtDelegateKernel.init = [](TfLiteContext* context, const char* buffer, size_t length) -> void* { + if (buffer == nullptr) { + return nullptr; + } + const TfLiteDelegateParams* params = reinterpret_cast(buffer); + auto* delegateData = static_cast(params->delegate->data_); + NnrtDelegateKernel* state = new (std::nothrow) NnrtDelegateKernel(delegateData->nnrt); + if (state == nullptr) { + TFLITE_LOG_PROD(TFLITE_LOG_ERROR, "Failed to create NnrtDelegateKernel instance."); + return state; + } -2. 创建NnrtDelegateProvider - - NnrtDelegateProvider依赖nnrt_implementation(用于加载libneural_network_runtime.z.so中的Api)和nnrt_delegate(用于创建子类NnrtDelegate对象),完成与TFLite的对接; + TfLiteStatus status = state->Init(context, params); + if (status != kTfLiteOk) { + TFLITE_LOG_PROD(TFLITE_LOG_ERROR, "Failed to init NnrtDelegateKernel."); + delete state; + state = nullptr; + } + return state; + }; + nnrtDelegateKernel.prepare = [](TfLiteContext* context, TfLiteNode* node) -> TfLiteStatus { + if (node == nullptr) { + TFLITE_LOG_PROD(TFLITE_LOG_ERROR, "Failed to prepare delegate kernels, the node is nullptr."); + return kTfLiteError; + } + + NnrtDelegateKernel* state = reinterpret_cast(node->user_data); + return state->Prepare(context, node); + }; + + nnrtDelegateKernel.invoke = [](TfLiteContext* context, TfLiteNode* node) -> TfLiteStatus { + if (node == nullptr) { + TFLITE_LOG_PROD(TFLITE_LOG_ERROR, "Failed to invoke delegate kernels, the node is nullptr."); + return kTfLiteError; + } + + NnrtDelegateKernel* state = reinterpret_cast(node->user_data); + return state->Invoke(context, node); + }; + ``` + +2. 创建NnrtDelegateProvider。 + + NnrtDelegateProvider定义在nnrt_delegate_provider文件中,用于创建NNrtDelegate,完成与TFLite的对接。主要步骤有以下两点: - 注册NnrtDelegateProvider ```cpp REGISTER_DELEGATE_PROVIDER(NnrtDelegateProvider); @@ -105,16 +180,17 @@ TensorFlow Lite Delegate有两个基类DelegateProvider、TfLiteDelegate, 本节 [](TfLiteDelegate* delegate) { delete reinterpret_cast(delegate); }); ``` -3. label_classify.cpp中加载Nnrt_Delegate +3. label_classify.cpp中加载NnrtDelegate,并完成node的替换。 ```cpp interpreter->ModifyGraphWithDelegate(std::move(delegate.delegate)) ``` -### 调测命令 -1. 编译生成Tensorflow Lite库及其依赖库 - 请参考Tensorflow Lite交叉编译指南(https://www.tensorflow.org/lite/guide/build_cmake_arm), 同时在```tensorflow/lite/CMakeLists.txt```中增加以下内容: + +## 调测命令 +1. 编译生成Tensorflow Lite库及其依赖库。 + + 请参考[Tensorflow Lite交叉编译指南](https://www.tensorflow.org/lite/guide/build_cmake_arm),同时在```tensorflow/lite/CMakeLists.txt```中增加以下内容: ```text - # TODO: TFLite External Delegate list(APPEND TFLITE_EXTERNAL_DELEGATE_SRC ${TFLITE_SOURCE_DIR}/tools/delegates/delegate_provider.cc # ${TFLITE_SOURCE_DIR}/tools/delegates/external_delegate_provider.cc @@ -142,77 +218,121 @@ TensorFlow Lite Delegate有两个基类DelegateProvider、TfLiteDelegate, 本节 ${TFLITE_TARGET_DEPENDENCIES} ) ``` -2. 编译生成NNRt库libneural_network_runtime.z.so - 请参考编译指导(https://gitee.com/openharmony/build),编译命令如下 + +2. 编译生成NNRt库libneural_network_runtime.z.so。 + + 请参考[编译指导](https://gitee.com/openharmony-sig/neural_network_runtime/blob/master/README_zh.md),编译命令如下: ```shell - ./build.sh --product-name rk3568 –ccache --jobs=16 --build-target=neural_network_runtime + ./build.sh --product-name rk3568 –ccache --jobs=16 --build-target=neural_network_runtime ``` -3. 用cmake编译北向demo - - 将TensorFlow Lite头文件(https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite)和编译生成的TensorFlow Lite库,分别放在```deep_learning_framework/lib_3rd_nnrt_tflite/include/tensorflow/lite/```和```deep_learning_framework/lib_3rd_nnrt_tflite/com/arm64-v8a/lib/```下; - - 指定ohos的cmake, ohos.toolchain.cmake路径,在```foundation/ai/neural_network_runtime/example/cmake_build/build_ohos_tflite.sh```中替换以下两行; - ```shell - ./tool_chain/native/build-tools/cmake/bin/cmake \ - -DCMAKE_TOOLCHAIN_FILE=./tool_chain/native/cmake_build/cmake/ohos.toolchain.cmake \ - ``` - - 进入```foundation/ai/neural_network_runtime/example/cmake_build```: - - 如果需要在arm32架构的CPU上运行: - - 修改```tflite/CMakeLists.txt``` + +3. 用cmake编译北向demo。 + + - TensorFlow Lite头文件和依赖库配置。 + + 将[TensorFlow Lite头文件](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite)和编译生成的TensorFlow Lite库,分别放在```deep_learning_framework/lib_3rd_nnrt_tflite/include/tensorflow/lite/```和```deep_learning_framework/lib_3rd_nnrt_tflite/com/arm64-v8a/lib/```下。 + + - 交叉编译工具配置。 + + 在社区的[每日构建](http://ci.openharmony.cn/dailys/dailybuilds)下载对应系统版本的ohos-sdk压缩包,从压缩包中提取对应平台的Native开发套件;指定ohos的cmake, ohos.toolchain.cmake路径,在```foundation/ai/neural_network_runtime/example/cmake_build/build_ohos_tflite.sh```中替换以下两行: + ```shell + ./tool_chain/native/build-tools/cmake/bin/cmake \ + -DCMAKE_TOOLCHAIN_FILE=./tool_chain/native/cmake_build/cmake/ohos.toolchain.cmake \ + ``` + + - 修改交叉编译文件。 + + 进入```foundation/ai/neural_network_runtime/example/cmake_build```,执行以下修改: + + 如果需要在arm32架构的CPU上运行: + + # 修改```tflite/CMakeLists.txt``` ```text set(CMAKE_CXX_FLAGS "-pthread -fstack-protector-all -fPIC -D_FORTIFY_SOURCE=2 -march=armv7-a") ``` - - 执行编译命令 + # 执行编译命令 ```shell bash build_ohos_tflite.sh armeabi-v7a ``` - - 如果需要在arm64架构的CPU上运行: - - 修改```tflite/CMakeLists.txt``` + + 如果需要在arm64架构的CPU上运行: + + # 修改```tflite/CMakeLists.txt``` ```text set(CMAKE_CXX_FLAGS "-pthread -fstack-protector-all -fPIC -D_FORTIFY_SOURCE=2 -march=armv8-a") ``` - - 执行编译命令 + + # 执行编译命令 ```shell bash build_ohos_tflite.sh arm64-v8a ``` - - 在```example/deep_learning_framework/```目录下创建lib和output两个文件夹: + + - 创建目录 + + 在```example/deep_learning_framework/```目录下创建lib和output两个文件夹: ```shell mkdir lib output ``` - - 进入```foundation/ai/neural_network_runtime/example/cmake_build```, 执行链接命令: + + - 执行链接命令 + + 进入```foundation/ai/neural_network_runtime/example/cmake_build```,执行链接命令: ```shell make ``` - - 北向demo成功编译完成后会在```deep_learning_framework/lib```生成libnnrt_delegate.so和libnnrt_implementation.so, 在```deep_learning_framework/output```下生成label_classify可执行文件,目录结构体如下所示。 - - ```text - deep_learning_framework - ├── lib - │   ├── libnnrt_delegate.so # 生成的TensorFlow Lite nnrt delegate库 - │   └── libnnrt_implementation.so # 生成的nnrt在TensorFlow Lite中接口实现库 - └── output - └── label_classify # 生成的可执行文件 - ``` -4. 在开发板上运行北向demo - - 将步骤1生成的libnnrt_implementation.so, libnnrt_delegate.so和可执行文件label_classify, libneural_network_runtime.z.so, tensorflow-lite.so及其依赖的库, mobilenetv2.tflite模型, 标签labels.txt, 测试图片grace_hopper.bmp推送到开发板上: - ```shell - # 假设上述待推送文件均放在push_files/文件夹下 - hdc_std file send push_files/ /data/demo/ - ``` - - 进入开发板,执行demo前需要添加环境变量,文件执行权限等: - ```shell - # 进入开发板 - hdc_std shell + - 结果查看 - # 进入推送文件目录,并增加可执行文件权限 - cd /data/demo - chmod +x ./label_classify + 北向demo成功编译完成后会在```deep_learning_framework/lib```生成libnnrt_delegate.so和libnnrt_implementation.so,在```deep_learning_framework/output```下生成label_classify可执行文件,目录结构体如下所示: - # 添加环境变量 - export LD_LIBRARY_PATH=/data/demo:$LD_LIBRARY_PATH + ```text + deep_learning_framework + ├── lib + │   ├── libnnrt_delegate.so # 生成的TensorFlow Lite nnrt delegate库 + │   └── libnnrt_implementation.so # 生成的nnrt在TensorFlow Lite中接口实现库 + └── output + └── label_classify # 生成的可执行文件 + ``` - # 执行demo,-m tflite模型, -i 测试图片, -l 数据标签, -a 1表示使用nnrt, 0表示不使用nnrt推理,-z 1 表示打印输出张量大小的结果 - ./label_classify -m mobilenetv2.tflite -i grace_hopper.bmp -l labels.txt -a 1 -z 1 - ``` +4. 在开发板上运行北向demo。 + + - 推送文件至开发板 + + 将步骤1生成的libnnrt_implementation.so、libnnrt_delegate.so和可执行文件label_classify,libneural_network_runtime.z.so、tensorflow-lite.so及其依赖的库、mobilenetv2.tflite模型、标签labels.txt、测试图片grace_hopper.bmp推送到开发板上: + ```shell + # 假设上述待推送文件均放在push_files/文件夹下 + hdc_std file send push_files/ /data/demo/ + ``` + + - 执行demo + + 进入开发板,执行demo前需要添加环境变量,文件执行权限等: + ```shell + # 进入开发板 + hdc_std shell + + # 进入推送文件目录,并增加可执行文件权限 + cd /data/demo + chmod +x ./label_classify + + # 添加环境变量 + export LD_LIBRARY_PATH=/data/demo:$LD_LIBRARY_PATH + + # 执行demo,-m tflite模型, -i 测试图片, -l 数据标签, -a 1表示使用nnrt, 0表示不使用nnrt推理,-z 1 表示打印输出张量大小的结果 + ./label_classify -m mobilenetv2.tflite -i grace_hopper.bmp -l labels.txt -a 1 -z 1 + ``` + + - 结果查看 + + demo成功执行后,可以看到以下运行结果: + ```text + INFO: invoked, average time: 194.972 ms + INFO: 0.536433: 653 653:military uniform + INFO: 0.102077: 835 835:suit, suit of clothes + INFO: 0.0398081: 466 466:bulletproof vest + INFO: 0.0251576: 907 907:Windsor tie + INFO: 0.0150422: 440 440:bearskin, busby, shako + ``` -### 开发实例 -完整[Demo实例](xxx, Demo暂时还在黄区代码仓,超链接需等Demo开源后补充)可以参考社区实现。 +## 开发实例 +完整demo可以参考社区实现[Demo实例](https://gitee.com/openharmony-sig/neural_network_runtime/tree/master/example/deep_learning_framework)。 -- Gitee

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