提交 733d9e8e 编写于 作者: H hangq

1. add some example in runtime

2. rename deploy to compile
上级 db793341
......@@ -11,7 +11,7 @@ MindSpore Lite Tutorials
:maxdepth: 1
:caption: Quick Start
deploy
compile
quick_start/quick_start
.. toctree::
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......@@ -22,9 +22,9 @@ The Benchmark tool is used to perform benchmark testing on a MindSpore Lite mode
To use the Benchmark tool, you need to prepare the environment as follows:
- Compilation: Install compilation dependencies and perform compilation. The code of the Benchmark tool is stored in the `mindspore/lite/tools/benchmark` directory of the MindSpore source code. For details about the compilation operations, see the [Environment Requirements](https://www.mindspore.cn/lite/docs/en/master/deploy.html#id2) and [Compilation Example](https://www.mindspore.cn/lite/docs/en/master/deploy.html#id5) in the deployment document.
- Compilation: Install compilation dependencies and perform compilation. The code of the Benchmark tool is stored in the `mindspore/lite/tools/benchmark` directory of the MindSpore source code. For details about the compilation operations, see the [Environment Requirements](https://www.mindspore.cn/lite/docs/en/master/deploy.html#id2) and [Compilation Example](https://www.mindspore.cn/lite/docs/en/master/deploy.html#id5) in the compilation document.
- Run: Obtain the `Benchmark` tool and configure environment variables. For details, see [Output Description](https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id4) in the deployment document.
- Run: Obtain the `Benchmark` tool and configure environment variables. For details, see [Output Description](https://www.mindspore.cn/lite/docs/zh-CN/master/compile.html#id4) in the compilation document.
## Parameter Description
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......@@ -22,9 +22,9 @@ Currently, the following input formats are supported: MindSpore, TensorFlow Lite
To use the MindSpore Lite model conversion tool, you need to prepare the environment as follows:
- Compilation: Install basic and additional compilation dependencies and perform compilation. The compilation version is x86_64. The code of the model conversion tool is stored in the `mindspore/lite/tools/converter` directory of the MindSpore source code. For details about the compilation operations, see the [Environment Requirements] (https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id2) and [Compilation Example] (https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id5) in the deployment document.
- Compilation: Install basic and additional compilation dependencies and perform compilation. The compilation version is x86_64. The code of the model conversion tool is stored in the `mindspore/lite/tools/converter` directory of the MindSpore source code. For details about the compilation operations, see the [Environment Requirements] (https://www.mindspore.cn/lite/docs/zh-CN/master/compile.html#id2) and [Compilation Example] (https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id5) in the compilation document.
- Run: Obtain the `converter` tool and configure environment variables by referring to [Output Description](https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id4) in the deployment document.
- Run: Obtain the `converter` tool and configure environment variables by referring to [Output Description](https://www.mindspore.cn/lite/docs/zh-CN/master/compile.html#id4) in the compilation document.
## Parameter Description
......@@ -53,7 +53,7 @@ The following describes the parameters in detail.
## Example
First, in the root directory of the source code, run the following command to perform compilation. For details, see `deploy.md`.
First, in the root directory of the source code, run the following command to perform compilation. For details, see `compile.md`.
```bash
bash build.sh -I x86_64
```
......
......@@ -20,9 +20,9 @@ The TimeProfiler tool can be used to analyze the time consumption of forward inf
To use the TimeProfiler tool, you need to prepare the environment as follows:
- Compilation: Install compilation dependencies and perform compilation. The code of the TimeProfiler tool is stored in the `mindspore/lite/tools/time_profiler` directory of the MindSpore source code. For details about the compilation operations, see the [Environment Requirements](https://www.mindspore.cn/lite/docs/en/master/deploy.html#id2) and [Compilation Example](https://www.mindspore.cn/lite/docs/en/master/deploy.html#id5) in the deployment document.
- Compilation: Install compilation dependencies and perform compilation. The code of the TimeProfiler tool is stored in the `mindspore/lite/tools/time_profiler` directory of the MindSpore source code. For details about the compilation operations, see the [Environment Requirements](https://www.mindspore.cn/lite/docs/en/master/compile.html#id2) and [Compilation Example](https://www.mindspore.cn/lite/docs/en/master/compile.html#id5) in the compilation document.
- Run: Obtain the `time_profiler` tool and configure environment variables by referring to [Output Description](https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id4) in the deployment document.
- Run: Obtain the `time_profiler` tool and configure environment variables by referring to [Output Description](https://www.mindspore.cn/lite/docs/zh-CN/master/compile.html#id4) in the compilation document.
## Parameter Description
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......@@ -136,7 +136,7 @@ app
### 配置MindSpore Lite依赖项
Android JNI层调用MindSpore C++ API时,需要相关库文件支持。可通过MindSpore Lite[源码编译](https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html)生成`libmindspore-lite.so`库文件,或直接下载MindSpore Lite提供的已编译完成的AMR64、ARM32、x86等[软件包](#TODO)
Android JNI层调用MindSpore C++ API时,需要相关库文件支持。可通过MindSpore Lite[源码编译](https://www.mindspore.cn/lite/docs/zh-CN/master/compile.html)生成`libmindspore-lite.so`库文件,或直接下载MindSpore Lite提供的已编译完成的AMR64、ARM32、x86等[软件包](#TODO)
在Android Studio中将编译完成的`libmindspore-lite.so`库文件(可包含多个兼容架构),分别放置在APP工程的`app/libs/ARM64-V8a`(ARM64)或`app/libs/armeabi-v7a`(ARM32)目录下,并在应用的`build.gradle`文件中配置CMake编译支持,以及`arm64-v8a``armeabi-v7a`的编译支持。  
......
......@@ -22,9 +22,9 @@ Benchmark工具是一款可以对MindSpore Lite模型进行基准测试的工具
使用Benchmark工具,需要进行如下环境准备工作。
- 编译:Benchmark工具代码在MindSpore源码的`mindspore/lite/tools/benchmark`目录中,参考部署文档中的[环境要求](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id2)[编译示例](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id5),安装编译依赖基本项,并执行编译。
- 编译:Benchmark工具代码在MindSpore源码的`mindspore/lite/tools/benchmark`目录中,参考部署文档中的[环境要求](https://www.mindspore.cn/lite/tutorial/zh-CN/master/compile.html#id2)[编译示例](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id5),安装编译依赖基本项,并执行编译。
- 运行:参考部署文档中的[输出件说明](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id4),获得`benchmark`工具,并配置环境变量。
- 运行:参考部署文档中的[输出件说明](https://www.mindspore.cn/lite/tutorial/zh-CN/master/compile.html#id4),获得`benchmark`工具,并配置环境变量。
## 参数说明
......
......@@ -29,9 +29,9 @@ MindSpore Lite提供离线转换模型功能的工具,支持多种类型的模
使用MindSpore Lite模型转换工具,需要进行如下环境准备工作。
- 编译:模型转换工具代码在MindSpore源码的`mindspore/lite/tools/converter`目录中,参考部署文档中的[环境要求](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id2)[编译示例](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id5),安装编译依赖基本项与模型转换工具所需附加项,并编译x86_64版本。
- 编译:模型转换工具代码在MindSpore源码的`mindspore/lite/tools/converter`目录中,参考部署文档中的[环境要求](https://www.mindspore.cn/lite/tutorial/zh-CN/master/compile.html#id2)[编译示例](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id5),安装编译依赖基本项与模型转换工具所需附加项,并编译x86_64版本。
- 运行:参考部署文档中的[输出件说明](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id4),获得`converter`工具,并配置环境变量。
- 运行:参考部署文档中的[输出件说明](https://www.mindspore.cn/lite/tutorial/zh-CN/master/compile.html#id4),获得`converter`工具,并配置环境变量。
### 参数说明
......@@ -59,7 +59,7 @@ MindSpore Lite提供离线转换模型功能的工具,支持多种类型的模
### 使用示例
首先,在源码根目录下,输入命令进行编译,可参考`deploy.md`
首先,在源码根目录下,输入命令进行编译,可参考`compile.md`
```bash
bash build.sh -I x86_64
```
......@@ -121,9 +121,9 @@ bash build.sh -I x86_64
使用MindSpore Lite模型转换工具,需要进行如下环境准备工作。
- 编译:模型转换工具代码在MindSpore源码的`mindspore/lite/tools/converter`目录中,参考部署文档中的[环境要求](https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id7)[编译示例](https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id10),安装编译依赖基本项与模型转换工具所需附加项,并编译Windows版本。
- 编译:模型转换工具代码在MindSpore源码的`mindspore/lite/tools/converter`目录中,参考部署文档中的[环境要求](https://www.mindspore.cn/lite/docs/zh-CN/master/compile.html#id7)[编译示例](https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id10),安装编译依赖基本项与模型转换工具所需附加项,并编译Windows版本。
- 运行:参考部署文档中的[输出件说明](https://www.mindspore.cn/lite/docs/zh-CN/master/deploy.html#id9),获得`converter`工具,并将MinGW/bin目录下的几个依赖文件(libgcc_s_seh-1.dll、libwinpthread-1.dll、libssp-0.dll、libstdc++-6.dll)拷贝至`converter`工具的主目录。
- 运行:参考部署文档中的[输出件说明](https://www.mindspore.cn/lite/docs/zh-CN/master/compile.html#id9),获得`converter`工具,并将MinGW/bin目录下的几个依赖文件(libgcc_s_seh-1.dll、libwinpthread-1.dll、libssp-0.dll、libstdc++-6.dll)拷贝至`converter`工具的主目录。
### 参数说明
......@@ -132,7 +132,7 @@ bash build.sh -I x86_64
### 使用示例
首先,使用cmd工具在源码根目录下,输入命令进行编译,可参考`deploy.md`
首先,使用cmd工具在源码根目录下,输入命令进行编译,可参考`compile.md`
```bash
call build.bat lite
```
......
......@@ -354,6 +354,22 @@ if (out_tensor == nullptr) {
}
```
下面示例代码演示了使用`GetOutputByTensorName`接口获取输出`MSTensor`的方法:
```cpp
// We can use GetOutputTensorNames method to get all name of output tensor of model which is in order.
auto tensor_names = this->GetOutputTensorNames();
// Assume we have created a LiteSession instance named session before.
// Use output tensor name returned by GetOutputTensorNames as key
for (auto tensor_name : tensor_names) {
auto out_tensor = this->GetOutputByTensorName(tensor_name);
if (out_tensor == nullptr) {
std::cerr << "Output tensor is nullptr" << std::endl;
return -1;
}
}
```
## 获取版本号
MindSpore Lite提供了`Version`方法可以获取版本号,包含在`include/version.h`头文件中,调用该方法可以得到版本号字符串。
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......@@ -20,9 +20,9 @@ TimeProfiler工具可以对MindSpore Lite模型网络层的前向推理进行耗
使用TimeProfiler工具,需要进行如下环境准备工作。
- 编译:TimeProfiler工具代码在MindSpore源码的`mindspore/lite/tools/time_profiler`目录中,参考部署文档中的[环境要求](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id2)[编译示例](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id5),安装编译依赖基本项,并执行编译。
- 编译:TimeProfiler工具代码在MindSpore源码的`mindspore/lite/tools/time_profiler`目录中,参考部署文档中的[环境要求](https://www.mindspore.cn/lite/tutorial/zh-CN/master/compile.html#id2)[编译示例](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id5),安装编译依赖基本项,并执行编译。
- 运行:参考部署文档中的[输出件说明](https://www.mindspore.cn/lite/tutorial/zh-CN/master/deploy.html#id4),获得`time_profiler`工具,并配置环境变量。
- 运行:参考部署文档中的[输出件说明](https://www.mindspore.cn/lite/tutorial/zh-CN/master/compile.html#id4),获得`time_profiler`工具,并配置环境变量。
## 参数说明
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