From 9e9771f4bc760974521a0c9c48516cb3cf4a5db4 Mon Sep 17 00:00:00 2001
From: weiwei <weiwei17@huawei.com>
Date: Mon, 3 Apr 2023 18:45:05 +0800
Subject: [PATCH] =?UTF-8?q?=E4=BF=AE=E5=A4=8DAI=E5=AD=90=E7=B3=BB=E7=BB=9F?=
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MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Signed-off-by: weiwei <weiwei17@huawei.com>
---
 .../subsystems/figures/nnrt_dev_flow.png      | Bin 23989 -> 19611 bytes
 .../subsystems/subsys-ai-nnrt-guide.md        | 464 +++++++++---------
 2 files changed, 241 insertions(+), 223 deletions(-)

diff --git a/zh-cn/device-dev/subsystems/figures/nnrt_dev_flow.png b/zh-cn/device-dev/subsystems/figures/nnrt_dev_flow.png
index ab008db12eaae364195d7097b02af5a6f624c325..ca50b6ac1800e972a5a5f5dcb116771ac8730360 100644
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diff --git a/zh-cn/device-dev/subsystems/subsys-ai-nnrt-guide.md b/zh-cn/device-dev/subsystems/subsys-ai-nnrt-guide.md
index d36d0755a4..02d4366594 100644
--- a/zh-cn/device-dev/subsystems/subsys-ai-nnrt-guide.md
+++ b/zh-cn/device-dev/subsystems/subsys-ai-nnrt-guide.md
@@ -26,15 +26,15 @@ NNRt通过HDI接口实现与设备芯片的对接，由HDI接口实现跨进程
 
 ![架构图](./figures/nnrt_arch_diagram.png)
 
-整个架构主要分为三层，AI应用在应用层，AI推理框架和NNRt在系统层，设备服务在芯片层。AI应用如要使用专用加速芯片模型推理，需要经过AI推理框架和NNRt才能调用到底层专用加速芯片，而NNRt就是负责适配底层各种专用加速芯片，它开放了标准统一的设备接口，众多的第三方芯片设备都可以通过HDI接口接入OHOS。
+整个架构主要分为三层，AI应用在应用层，AI推理框架和NNRt在系统层，设备服务在芯片层。AI应用如要使用专用加速芯片模型推理，需要经过AI推理框架和NNRt才能调用到底层专用加速芯片，而NNRt就是负责适配底层各种专用加速芯片，它开放了标准统一的设备接口，众多的第三方芯片设备都可以通过HDI接口接入OpenHarmony。
 
 程序运行时，AI应用、AI推理框架、NNRt都在用户进程中，底层设备服务在服务进程中，NNRt根据HDI接口实现了HDI Client，服务端也需要根据HDI接口实现HDI Service，使得两个进程间能够跨进程通信。
 
-## NNRt开发指导
+## 开发指导
 
 ### 场景介绍
-当需要将一款AI加速芯片接入NNRt的时候，可以参考下文，下文以rk3568芯片为例，展示rk3568 CPU如何通过HDI接口接入NNRt，并完成AI模型推理。
-> 依赖说明：该教程展示的rk3568 CPU接入NNRt并没有实际去写CPU的驱动，而是借用了Mindspore-Lite的CPU算子，故会依赖MindSpore-Lite的动态库以及头文件，实际开发时并不需要依赖MindSpore-Lite的任何库或者头文件。
+当需要将一款AI加速芯片接入NNRt的时候，可以参考下文。下文以RK3568芯片为例，展示RK3568 CPU如何通过HDI接口接入NNRt，并完成AI模型推理。
+> 依赖说明：该教程展示的RK3568 CPU接入NNRt并没有实际去写CPU的驱动，而是借用了MindSpore Lite的CPU算子，故会依赖MindSpore Lite的动态库以及头文件，实际开发时并不需要依赖MindSpore Lite的任何库或者头文件。
 
 ### 开发流程
 专用加速芯片接入NNRt的整体流程如下：
@@ -45,242 +45,243 @@ NNRt通过HDI接口实现与设备芯片的对接，由HDI接口实现跨进程
 
 ### 开发步骤
 开发者具体可通过以下步骤实现芯片对接NNRt：
-1. 开源社区下载OpenHarmony的代码，编译drivers_interface部件，生成HDI接口的头文件。
-
-    1. [下载源码](https://gitee.com/openharmony/docs/blob/master/zh-cn/device-dev/get-code/sourcecode-acquire.md)。
-
-    2. 编译接口IDL文件。
-        ```shell
-        ./build.sh --product-name productname –ccache --build-target drivers_interface_nnrt
-        ```
-        > productname为产品名称，此处为rk3568.
-
-        编译完成后，在```out/rk3568/gen/drivers/interface/nnrt```目录下生成HDI头文件，默认语言类型为C++；若需要生成C类型的头文件，请在编译之前使用如下命令对```drivers/interface/nnrt/v1_0/BUILD.gn```文件中的```language```配置项进行设置。
-
-        ```shell
-        language = "c"
-        ```
-
-        生成头文件目录如下所示：
-        ```text
-        out/rk3568/gen/drivers/interface/nnrt
-        └── v1_0
-            ├── drivers_interface_nnrt__libnnrt_proxy_1.0_external_deps_temp.json
-            ├── drivers_interface_nnrt__libnnrt_stub_1.0_external_deps_temp.json
-            ├── innrt_device.h                        # 设备接口头文件
-            ├── iprepared_model.h                     # 编译AI模型对象头文件
-            ├── libnnrt_proxy_1.0__notice.d
-            ├── libnnrt_stub_1.0__notice.d
-            ├── model_types.cpp                       # AI模型结构定义实现文件
-            ├── model_types.h                         # AI模型结构定义头文件
-            ├── nnrt_device_driver.cpp                # 设备驱动实现参考样例
-            ├── nnrt_device_proxy.cpp
-            ├── nnrt_device_proxy.h
-            ├── nnrt_device_service.cpp               # 设备服务端实现参考样例
-            ├── nnrt_device_service.h                 # 设备服务端头文件
-            ├── nnrt_device_stub.cpp
-            ├── nnrt_device_stub.h
-            ├── nnrt_types.cpp                        # 数据类型定义实现文件
-            ├── nnrt_types.h                          # 数据类型定义头文件
-            ├── node_attr_types.cpp                   # AI模型算子属性定义实现文件
-            ├── node_attr_types.h                     # AI模型算子属性定义
-            ├── prepared_model_proxy.cpp
-            ├── prepared_model_proxy.h
-            ├── prepared_model_service.cpp            # 编译AI模型对象服务端实现参考样例
-            ├── prepared_model_service.h              # 编译AI模型对象服务端头文件
-            ├── prepared_model_stub.cpp
-            └── prepared_model_stub.h
-        ```
-
-2. 实现HDI服务。
-
-    1. 在drivers/peripheral目录下新建开发目录，用于HDI服务开发，开发目录结构如下所示。
-        ```text
-        drivers/peripheral/nnrt
-        ├── BUILD.gn                                  # 代码编译脚本文件
-        ├── bundle.json
-        └── hdi_cpu_service                           # 自定义目录
-            ├── BUILD.gn                              # 代码编译脚本文件
-            ├── include
-            │   ├── nnrt_device_service.h             # 设备服务端头文件
-            │   ├── node_functions.h                  # 非必须，由具体实现决定
-            │   ├── node_registry.h                   # 非必须，由具体实现决定
-            │   └── prepared_model_service.h          # 编译AI模型对象服务端头文件
-            └── src
-                ├── nnrt_device_driver.cpp            # 设备驱动实现文件
-                ├── nnrt_device_service.cpp           # 设备服务端实现文件
-                ├── nnrt_device_stub.cpp              # 非必须，由具体实现决定
-                ├── node_attr_types.cpp               # 非必须，由具体实现决定
-                ├── node_functions.cpp                # 非必须，由具体实现决定
-                ├── node_registry.cpp                 # 非必须，由具体实现决定
-                └── prepared_model_service.cpp        # 编译AI模型对象服务端实现文件
-        ```
-
-    2. 实现设备驱动，无特殊需求可直接使用步骤1中生成的nnrt_device_driver.cpp文件，否则根据具体驱动开发。
-    3. 实现服务接口，可参考nnrt_device_service.cpp和prepared_model_service.cpp实现文件，接口定义可以参考[NNRt的HDI接口定义](https://gitee.com/openharmony/drivers_interface/tree/master/nnrt)。
-
-    4. 编译驱动和服务的实现文件为共享库。
-
-      在```drivers/peripheral/nnrt/hdi_cpu_service/```下新建```BUILD.gn```文件，文件内容如下所示，相关参数配置内容可参考[Build教程](https://gitee.com/openharmony/build).
+#### 生成HDI头文件
+开源社区下载OpenHarmony的代码，编译drivers_interface部件，生成HDI接口的头文件。
 
-      ```shell
-      import("//build/ohos.gni")
-      import("//drivers/hdf_core/adapter/uhdf2/uhdf.gni")
-
-      ohos_shared_library("libnnrt_service_1.0") {
-        include_dirs = []
-        sources = [
-          "src/nnrt_device_service.cpp",
-          "src/prepared_model_service.cpp",
-          "src/node_registry.cpp",
-          "src/node_functions.cpp",
-          "src/node_attr_types.cpp"
-        ]
-        public_deps = [ "//drivers/interface/nnrt/v1_0:nnrt_idl_headers" ]
-        external_deps = [
-          "hdf_core:libhdf_utils",
-          "hiviewdfx_hilog_native:libhilog",
-          "ipc:ipc_single",
-          "c_utils:utils",
-        ]
+1. [下载源码](../get-code/sourcecode-acquire.md)。
 
-        install_images = [ chipset_base_dir ]
-        subsystem_name = "hdf"
-        part_name = "drivers_peripheral_nnrt"
-      }
+2. 编译接口IDL文件。
+    ```shell
+    ./build.sh --product-name productname –ccache --build-target drivers_interface_nnrt
+    ```
+    > productname为产品名称，此处为RK3568。
 
-      ohos_shared_library("libnnrt_driver") {
-        include_dirs = []
-        sources = [ "src/nnr_device_driver.cpp" ]
-        deps = [ "//drivers/peripheral/nnrt/hdi_cpu_service:libnnrt_service_1.0" ]
-
-        external_deps = [
-          "hdf_core:libhdf_host",
-          "hdf_core:libhdf_ipc_adapter",
-          "hdf_core:libhdf_utils",
-          "hiviewdfx_hilog_native:libhilog",
-          "ipc:ipc_single",
-          "c_utils:utils",
-        ]
+    编译完成后，在```out/rk3568/gen/drivers/interface/nnrt```目录下生成HDI头文件，默认语言类型为C++。若需要生成C类型的头文件，请在编译之前使用如下命令对```drivers/interface/nnrt/v1_0/BUILD.gn```文件中的```language```配置项进行设置。
 
-        install_images = [ chipset_base_dir ]
-        subsystem_name = "hdf"
-        part_name = "drivers_peripheral_nnrt"
-      }
+    ```shell
+    language = "c"
+    ```
+
+    生成头文件目录如下所示：
+    ```text
+    out/rk3568/gen/drivers/interface/nnrt
+    └── v1_0
+        ├── drivers_interface_nnrt__libnnrt_proxy_1.0_external_deps_temp.json
+        ├── drivers_interface_nnrt__libnnrt_stub_1.0_external_deps_temp.json
+        ├── innrt_device.h                        # 设备接口头文件
+        ├── iprepared_model.h                     # 编译AI模型对象头文件
+        ├── libnnrt_proxy_1.0__notice.d
+        ├── libnnrt_stub_1.0__notice.d
+        ├── model_types.cpp                       # AI模型结构定义实现文件
+        ├── model_types.h                         # AI模型结构定义头文件
+        ├── nnrt_device_driver.cpp                # 设备驱动实现参考样例
+        ├── nnrt_device_proxy.cpp
+        ├── nnrt_device_proxy.h
+        ├── nnrt_device_service.cpp               # 设备服务端实现参考样例
+        ├── nnrt_device_service.h                 # 设备服务端头文件
+        ├── nnrt_device_stub.cpp
+        ├── nnrt_device_stub.h
+        ├── nnrt_types.cpp                        # 数据类型定义实现文件
+        ├── nnrt_types.h                          # 数据类型定义头文件
+        ├── node_attr_types.cpp                   # AI模型算子属性定义实现文件
+        ├── node_attr_types.h                     # AI模型算子属性定义
+        ├── prepared_model_proxy.cpp
+        ├── prepared_model_proxy.h
+        ├── prepared_model_service.cpp            # 编译AI模型对象服务端实现参考样例
+        ├── prepared_model_service.h              # 编译AI模型对象服务端头文件
+        ├── prepared_model_stub.cpp
+        └── prepared_model_stub.h
+    ```
+
+#### 实现HDI服务
+
+1. 在drivers/peripheral目录下新建开发目录，用于HDI服务开发，开发目录结构如下所示：
+    ```text
+    drivers/peripheral/nnrt
+    ├── BUILD.gn                                  # 代码编译脚本文件
+    ├── bundle.json
+    └── hdi_cpu_service                           # 自定义目录
+        ├── BUILD.gn                              # 代码编译脚本文件
+        ├── include
+        │   ├── nnrt_device_service.h             # 设备服务端头文件
+        │   ├── node_functions.h                  # 非必须，由具体实现决定
+        │   ├── node_registry.h                   # 非必须，由具体实现决定
+        │   └── prepared_model_service.h          # 编译AI模型对象服务端头文件
+        └── src
+            ├── nnrt_device_driver.cpp            # 设备驱动实现文件
+            ├── nnrt_device_service.cpp           # 设备服务端实现文件
+            ├── nnrt_device_stub.cpp              # 非必须，由具体实现决定
+            ├── node_attr_types.cpp               # 非必须，由具体实现决定
+            ├── node_functions.cpp                # 非必须，由具体实现决定
+            ├── node_registry.cpp                 # 非必须，由具体实现决定
+            └── prepared_model_service.cpp        # 编译AI模型对象服务端实现文件
+    ```
+
+2. 实现设备驱动，无特殊需求可直接使用步骤1中生成的nnrt_device_driver.cpp文件，否则根据具体驱动开发。
+
+3. 实现服务接口，可参考nnrt_device_service.cpp和prepared_model_service.cpp实现文件，接口定义可以参考[NNRt的HDI接口定义](https://gitee.com/openharmony/drivers_interface/tree/master/nnrt)。
+
+4. 编译驱动和服务的实现文件为共享库。
+
+    在```drivers/peripheral/nnrt/hdi_cpu_service/```下新建```BUILD.gn```文件，文件内容如下所示，相关参数配置内容可参考[Build教程](https://gitee.com/openharmony/build)。
+
+    ```shell
+    import("//build/ohos.gni")
+    import("//drivers/hdf_core/adapter/uhdf2/uhdf.gni")
+
+    ohos_shared_library("libnnrt_service_1.0") {
+      include_dirs = []
+      sources = [
+        "src/nnrt_device_service.cpp",
+        "src/prepared_model_service.cpp",
+        "src/node_registry.cpp",
+        "src/node_functions.cpp",
+        "src/node_attr_types.cpp"
+      ]
+      public_deps = [ "//drivers/interface/nnrt/v1_0:nnrt_idl_headers" ]
+      external_deps = [
+        "hdf_core:libhdf_utils",
+        "hiviewdfx_hilog_native:libhilog",
+        "ipc:ipc_single",
+        "c_utils:utils",
+      ]
+
+      install_images = [ chipset_base_dir ]
+      subsystem_name = "hdf"
+      part_name = "drivers_peripheral_nnrt"
+    }
+
+    ohos_shared_library("libnnrt_driver") {
+      include_dirs = []
+      sources = [ "src/nnr_device_driver.cpp" ]
+      deps = [ "//drivers/peripheral/nnrt/hdi_cpu_service:libnnrt_service_1.0" ]
+
+      external_deps = [
+        "hdf_core:libhdf_host",
+        "hdf_core:libhdf_ipc_adapter",
+        "hdf_core:libhdf_utils",
+        "hiviewdfx_hilog_native:libhilog",
+        "ipc:ipc_single",
+        "c_utils:utils",
+      ]
+
+      install_images = [ chipset_base_dir ]
+      subsystem_name = "hdf"
+      part_name = "drivers_peripheral_nnrt"
+    }
+
+    group("hdf_nnrt_service") {
+      deps = [
+        ":libnnrt_driver",
+        ":libnnrt_service_1.0",
+      ]
+    }
+    ```
 
-      group("hdf_nnrt_service") {
+    将```group("hdf_nnrt_service")```添加到```drivers/peripheral/nnrt/BUILD.gn```文件中，以便在更上目录层级就能引用。
+    ```shell
+    if (defined(ohos_lite)) {
+      group("nnrt_entry") {
+        deps = [ ]
+      }
+    } else {
+      group("nnrt_entry") {
         deps = [
-          ":libnnrt_driver",
-          ":libnnrt_service_1.0",
+          "./hdi_cpu_service:hdf_nnrt_service",
         ]
       }
-      ```
+    }
+    ```
 
-      将```group("hdf_nnrt_service")```添加到```drivers/peripheral/nnrt/BUILD.gn```文件中，以便在更上目录层级就能引用。
-      ```shell
-      if (defined(ohos_lite)) {
-        group("nnrt_entry") {
-          deps = [ ]
-        }
-      } else {
-        group("nnrt_entry") {
-          deps = [
-            "./hdi_cpu_service:hdf_nnrt_service",
+    新建```drivers/peripheral/nnrt/bundle.json```用于定义新增的```drivers_peripheral_nnrt```部件。
+    ```json
+    {
+      "name": "drivers_peripheral_nnrt",
+      "description": "Neural network runtime device driver",
+      "version": "3.2",
+      "license": "Apache License 2.0",
+      "component": {
+        "name": "drivers_peripheral_nnrt",
+        "subsystem": "hdf",
+        "syscap": [""],
+        "adapter_system_type": ["standard"],
+        "rom": "1024KB",
+        "ram": "2048KB",
+        "deps": {
+          "components": [
+            "ipc",
+            "hdf_core",
+            "hiviewdfx_hilog_native",
+            "c_utils"
+          ],
+          "third_part": [
+            "bounds_checking_function"
+          ]
+        },
+        "build": {
+          "sub_component": [
+            "//drivers/peripheral/nnrt:nnrt_entry"
+          ],
+          "test": [
+          ],
+          "inner_kits": [
           ]
         }
       }
-      ```
+    }
+    ```
 
-      新建```drivers/peripheral/nnrt/bundle.json```用于定义新增的```drivers_peripheral_nnrt```部件。
-      ```json
-      {
-        "name": "drivers_peripheral_nnrt",
-        "description": "Neural network runtime device driver",
-        "version": "3.2",
-        "license": "Apache License 2.0",
-        "component": {
-          "name": "drivers_peripheral_nnrt",
-          "subsystem": "hdf",
-          "syscap": [""],
-          "adapter_system_type": ["standard"],
-          "rom": "1024KB",
-          "ram": "2048KB",
-          "deps": {
-            "components": [
-              "ipc",
-              "hdf_core",
-              "hiviewdfx_hilog_native",
-              "c_utils"
-            ],
-            "third_part": [
-              "bounds_checking_function"
-            ]
-          },
-          "build": {
-            "sub_component": [
-              "//drivers/peripheral/nnrt:nnrt_entry"
-            ],
-            "test": [
-            ],
-            "inner_kits": [
-            ]
+#### 声明HDI服务
+
+  在对应产品的uhdf hcs配置文件中声明用户态驱动与服务，例如针对RK3568服务需要在```vendor/hihope/rk3568/hdf_config/uhdf/device_info.hcs```文件中新增如下配置：
+  ```text
+  nnrt :: host {
+      hostName = "nnrt_host";
+      priority = 50;
+      uid = "";
+      gid = "";
+      caps = ["DAC_OVERRIDE", "DAC_READ_SEARCH"];
+      nnrt_device :: device {
+          device0 :: deviceNode {
+              policy = 2;
+              priority = 100;
+              moduleName = "libnnrt_driver.z.so";
+              serviceName = "nnrt_device_service";
           }
-        }
       }
-      ```
+  }
+  ```
+> 注意：修改hcs文件需要删除out目录重新编译，才能生效。
 
-3. 声明HDI服务。
-    
-    在对应产品的uhdf hcs配置文件中声明用户态驱动与服务，例如，针对rk3568服务需要在```vendor/hihope/rk3568/hdf_config/uhdf/device_info.hcs```文件中新增如下配置：
-    ```text
-    nnrt :: host {
-        hostName = "nnrt_host";
-        priority = 50;
-        uid = "";
-        gid = "";
-        caps = ["DAC_OVERRIDE", "DAC_READ_SEARCH"];
-        nnrt_device :: device {
-            device0 :: deviceNode {
-                policy = 2;
-                priority = 100;
-                moduleName = "libnnrt_driver.z.so";
-                serviceName = "nnrt_device_service";
-            }
-        }
-    }
-    ```
-    > 注意：修改hcs文件需要删除out目录重新编译，才能生效。
+#### 配置host进程用户ID和组ID
+  对于新增的nnrt_host进程的场景，需要配置对应进程的用户ID和组ID。 进程的用户ID在文件```base/startup/init/services/etc/passwd```中配置，进程的组ID在文件```base/startup/init/services/etc/group```中配置。 
+  ```text
+  # 在base/startup/init/services/etc/passwd新增
+  nnrt_host:x:3311:3311:::/bin/false
 
-4. 配置host进程用户和组。
-    
-    对于新增的nnrt_host进程的场景，需要配置对应进程的用户ID和组ID。 进程的用户ID在文件```base/startup/init/services/etc/passwd```中配置，进程的组ID在文件```base/startup/init/services/etc/group```中配置。 
-    ```text
-    # 在base/startup/init/services/etc/passwd新增
-    nnrt_host:x:3311:3311:::/bin/false
-
-    # 在base/startup/init/services/etc/group新增
-    nnrt_host:x:3311:
-    ```
+  # 在base/startup/init/services/etc/group新增
+  nnrt_host:x:3311:
+  ```
 
-5. SeLinux配置。
+#### 配置SELinux
 
-    OHOS已经开启SELinux特性，需要对新增的进程和服务配置相应的SELinux规则，用于运行host进程启动访问某些资源、发布HDI服务。
+OpenHarmony已经开启SELinux特性，需要对新增的进程和服务配置相应的SELinux规则，用于运行host进程启动访问某些资源、发布HDI服务。
 
-    1. 在```base/security/selinux/sepolicy/ohos_policy/drivers/adapter/vendor/type.te```文件中配置nnrt_host进程安全上下文，新增配置如下：
+1. 在```base/security/selinux/sepolicy/ohos_policy/drivers/adapter/vendor/type.te```文件中配置nnrt_host进程安全上下文，新增配置如下：
     ```text
     # 新增配置
     type nnrt_host, hdfdomain, domain;
     ```
     > nnrt_host为上文配置的进程名称。
 
-    2. 由于SeLinux是白名单访问的权限机制，需要根据实际权限需求配置，将服务启动起来之后，通过以下dmesg命令可能查看avc告警，
-    avc告警会给出缺少的权限，SeLinux的配置也可以参考[OpenHarmony SeLinux子系统的说明](https://gitee.com/openharmony/security_selinux/blob/master/README.md)。
+2. 由于SeLinux是白名单访问的权限机制，需要根据实际权限需求配置。将服务启动之后，可通过以下dmesg命令查看avc告警，
+avc告警会给出缺少的权限。SeLinux的配置也可以参考[OpenHarmony SeLinux子系统的说明](https://gitee.com/openharmony/security_selinux/blob/master/README.md)。
     ```shell
     hdc_std shell
     dmesg | grep nnrt
     ```
 
-    3. 新建nnrt_host.te配置文件，将权限配置到nnrt_host.te文件中。
+3. 新建nnrt_host.te配置文件，将权限配置到nnrt_host.te文件中。
     ```shell
     # 创建nnrt文件夹
     mkdir base/security/selinux/sepolicy/ohos_policy/drivers/peripheral/nnrt
@@ -292,7 +293,7 @@ NNRt通过HDI接口实现与设备芯片的对接，由HDI接口实现跨进程
     touch base/security/selinux/sepolicy/ohos_policy/drivers/peripheral/nnrt/vendor/nnrt_host.te
     ```
 
-    4. 将所需的权限写入nnrt_host.te文件中，比如：
+4. 将所需的权限写入nnrt_host.te文件中，比如：
     ```text
     allow nnrt_host dev_hdf_kevent:chr_file { ioctl };
     allow nnrt_host hilog_param:file { read };
@@ -301,18 +302,32 @@ NNRt通过HDI接口实现与设备芯片的对接，由HDI接口实现跨进程
     allow sh nnrt_host:fd { use };
     ```
 
-6. 删除out目录编译整个系统。
-    ```shell
-    # 删除out目录
-    rm -rf ./out
-
-    # 编译
-    ./build.sh --product-name rk3568 –ccache --jobs=4
-    ```
+#### 配置部件编译入口
+以RK3568产品为例：
+```shell
+vim //productdefine/common/inherit/chipset_common.json
+```
+在"subsystems", "subsystem":"hdf", "components"中添加：
+```shell
+{
+  "component": "drivers_peripheral_foo",
+  "features": []
+}
+```
+
+#### 删除out目录并编译整个系统
+```shell
+# 删除out目录
+rm -rf ./out
+
+# 编译
+./build.sh --product-name rk3568 –ccache --jobs=4
+```
 
 
 ### 调测验证
 服务开发完成后，可以使用XTS用例验证基本功能和兼容性，开发者可通过以下步骤进行验证：
+
 1. 编译NNRt的hats用例，用例在```test/xts/hats/hdf/nnrt```目录下。
     ```shell
     # 进入hats目录
@@ -341,7 +356,7 @@ NNRt通过HDI接口实现与设备芯片的对接，由HDI接口实现跨进程
     hdc_std shell "/data/local/tmp/HatsHdfNnrtFunctionTest"
     ```
 
-    所有hats用例执行成功，可以看到测试报告通过47个用例，说明服务通过了兼容性测试。
+    所有hats用例执行成功，可以看到测试报告显示已通过47个用例，说明服务通过了兼容性测试。
     ```text
     ...
     [----------] Global test environment tear-down
@@ -352,13 +367,16 @@ NNRt通过HDI接口实现与设备芯片的对接，由HDI接口实现跨进程
 
 ### 开发实例
 完整Demo代码可以参考[社区实现](https://gitee.com/openharmony/ai_neural_network_runtime/tree/master/example/drivers)。
+
 1. 拷贝```example/driver/nnrt```目录到```drivers/peripheral```路径下。
     ```shell
     cp -r example/driver/nnrt drivers/peripheral
     ```
+
 2. 补充bundle.json文件到```drivers/peripheral/nnrt```，bundle.json参考本教程上面的[开发步骤](#开发步骤)章节。
-3. 由于Demo依赖MindSpore-Lite CPU算子，故需要添加MindSpore-Lite依赖文件。
-    - 下载MindSpore-Lite的头文件，[mindspore 1.5.0](https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/linux/mindspore-lite-1.5.0-linux-x64.tar.gz)。
+
+3. 由于Demo依赖MindSpore Lite CPU算子，故需要添加MindSpore Lite依赖文件。
+    - 下载MindSpore Lite的头文件，[MindSpore Lite 1.5.0](https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.5.0/MindSpore/lite/release/linux/mindspore-lite-1.5.0-linux-x64.tar.gz)。
     - 在```drivers/peripheral/nnrt```目录下新建mindspore目录，用于存放mindspore依赖库和头文件。
       ```shell
       mkdir drivers/peripheral/nnrt/mindspore
@@ -372,7 +390,7 @@ NNRt通过HDI接口实现与设备芯片的对接，由HDI接口实现跨进程
       # 拷贝mindspore schema文件
       cp third_party/mindspore/mindspore/lite/schema/* drivers/peripheral/nnrt/hdi_cpu_service/include/mindspore_schema/
       ```
-    - 编译MindSpore-Lite的动态库，并将动态库放到mindspore目录下。
+    - 编译MindSpore Lite的动态库，并将动态库放到mindspore目录下。
       ```shell
       # 编译mindspore动态库
       ./build.sh --product-name rk3568 -ccaache --jobs 4 --build-target mindspore_lib
@@ -383,4 +401,4 @@ NNRt通过HDI接口实现与设备芯片的对接，由HDI接口实现跨进程
       # 将mindspore动态拷贝到drivers/peripheral/nnrt/mindspore/mindspore。
       cp out/rk3568/package/phone/system/lib/libmindspore-lite.huawei.so drivers/peripheral/nnrt/mindspore/mindspore/
       ```
-  4. 其他配置请参考本教程上面的[开发步骤](#开发步骤)章节。
\ No newline at end of file
+4. 其他配置请参考本教程上面的[开发步骤](#开发步骤)章节。
\ No newline at end of file
-- 
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