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-{
- "cells": [
- {
- "cell_type": "markdown",
- "id": "7a4812c2",
- "metadata": {},
- "source": [
- "# Lite预测功能测试\n",
- "\n",
- "Lite预测功能测试的主程序为`test_lite.sh`,可以测试基于Lite预测库的模型推理功能。\n",
- "\n",
- "## 1. 测试结论汇总\n",
- "\n",
- "目前Lite端的样本间支持以下四种方式的组合,共16个链条:\n",
- "\n",
- "| 模型类型 | 样本数量 | 功耗模式 | cpu多线程 |\n",
- "| ---- | ---- | :----: | :----: |\n",
- "| 正常模型 | 单样本/多样本 | LITE_POWER_HIGH/LITE_POWER_LOW | 支持 |\n",
- "| 正常模型 | 单样本/多样本 | LITE_POWER_HIGH/LITE_POWER_LOW | 支持 |\n",
- "| 量化模型 | 单样本/多样本 | LITE_POWER_HIGH/LITE_POWER_LOW | 支持 |\n",
- "| 量化模型 | 单样本/多样本 | LITE_POWER_HIGH/LITE_POWER_LOW | 支持 |\n",
- "\n",
- "## 2. 测试流程\n",
- "\n",
- "### 2.1 功能测试\n",
- "\n",
- "先运行`prepare.sh`准备数据和模型,模型和数据会打包到test_lite.tar中,将test_lite.tar上传到手机上,然后运行`test_lite.sh`进行测试,最终在`test_lite/output`目录下生成`lite_*.log`后缀的日志文件。\n",
- "\n",
- "```shell\n",
- "\n",
- "# 数据和模型准备\n",
- "bash PTDN/prepare.sh ./PTDN/configs/ppocr_det_mobile_params.txt \"lite_infer\"\n",
- "\n",
- "# 手机端测试:\n",
- "bash PTND/test_lite.sh ./PTDN/configs/ppocr_det_mobile_params.txt\n",
- "\n",
- "``` \n",
- "\n",
- "**注意**:数据上传到手机的方式有两种,一种是通过adb的方式通过数据线连接,可以参考[Lite端部署文档](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/deploy/lite/readme.md)。另外一种是通过在手机上开启虚拟终端在局域网内通过ssh的方式连接,无需数据线,第二种方式可以在手机上支持大部分linux命令,如vim、bash等,比较推荐,可以参考[安卓手机通过termux连接电脑](./termux_for_android.md)。\n",
- "\n",
- "#### 运行结果\n",
- "\n",
- "各测试的运行情况会打印在 `./output/` 中:\n",
- "运行成功时会输出:\n",
- "\n",
- "```\n",
- "Run successfully with command - ./ocr_db_crnn det ./models/ch_ppocr_mobile_v2.0_det_slim_opt.nb INT8 4 1 LITE_POWER_LOW ./test_data/icdar2015_lite/text_localization/ch4_test_images/img_233.jpg ./config.txt True > ./output/lite_ch_ppocr_mobile_v2.0_det_slim_opt.nb_precision_INT8_batchsize_1_threads_4_powermode_LITE_POWER_LOW_singleimg_True.log 2>&1!\n",
- "Run successfully with command xxx\n",
- "...\n",
- "```\n",
- "\n",
- "运行失败时会输出:\n",
- "\n",
- "```\n",
- "Run failed with command - ./ocr_db_crnn det ./models/ch_ppocr_mobile_v2.0_det_slim_opt.nb INT8 4 1 LITE_POWER_LOW ./test_data/icdar2015_lite/text_localization/ch4_test_images/img_233.jpg ./config.txt True > ./output/lite_ch_ppocr_mobile_v2.0_det_slim_opt.nb_precision_INT8_batchsize_1_threads_4_powermode_LITE_POWER_LOW_singleimg_True.log 2>&1!\n",
- "Run failed with command xxx\n",
- "...\n",
- "```\n",
- "\n",
- "在./output/文件夹下,会存在如下日志,每一个日志都是不同配置下的log结果:\n",
- "\n",
- "\n",
- "\n",
- "在每一个log中,都会调用autolog打印如下信息:\n",
- "\n",
- "\n",
- "\n",
- "\n",
- "\n",
- "## 3. 更多教程\n",
- "\n",
- "本文档为功能测试用,更详细的Lite端预测使用教程请参考:[Lite端部署](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/deploy/lite/readme.md) "
- ]
- },
- {
- "cell_type": "markdown",
- "id": "005fdd25",
- "metadata": {},
- "source": [
- "# 安卓手机通过Termux连接电脑\n",
- "\n",
- "由于通过adb方式连接手机后,很多linux命令无法运行,自动化测试受阻,所以此处特此介绍另外一种通过Termux的连接方式,不仅可以运行大部分linux命令,方便开发者在手机上在线调试,甚至还可以多实现台机器同时连接手机。Termux不是真实的Linux环境,但是Termux可以安装真实的Linux,而且不会损失性能,与此同时,Termux不需要root。在配置Termux之前,请确保电脑已经安装adb工具,安装方式请参考[Lite端部署](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/deploy/lite/readme.md) 。在运行以下命令后确保可以显示安卓设备信息。\n",
- "\n",
- "```\n",
- "adb devices\n",
- "```\n",
- "连接成功信息提示:\n",
- "```\n",
- "List of devices attached\n",
- "744be294 device\n",
- "```\n",
- "\n",
- "## 1.安卓手机安装termux app\n",
- "\n",
- "### 1.1 下载termux apk文件\n",
- "\n",
- "由于目前该app目前各大商城暂无,所以可以直接下载如下apk文件。\n",
- "\n",
- "打开电脑终端,执行以下命令:\n",
- "\n",
- "```\n",
- "wget http://10.12.121.133:8911/cuicheng01/fullchain/termux-v1.0.3.apk\n",
- "```\n",
- "\n",
- "### 1.2 安装termux到手机上\n",
- "\n",
- "在手机端的开发者模式下,允许USB调试,允许USB安装。在电脑终端,执行如下命令,将termux app安装到手机上:\n",
- "\n",
- "```\n",
- "adb install termux-v1.0.3.apk\n",
- "```\n",
- "\n",
- "此处需要手机端确认安装,点击确认。\n",
- "\n",
- "### 1.3 验证是否安装成功\n",
- "\n",
- "打开手机,检验termux是否安装成功,如果没有,重新执行1.2,如果有相应的app,点击进入,会有如下显示。\n",
- "\n",
- "\n",
- "\n",
- "接下来的配置环境需要在手机上此终端运行相关命令。\n",
- "\n",
- "## 2.手机端配置termux\n",
- "\n",
- "首先将手机联网,最好可以连接外网,部分的配置需要外网。打开Termux终端,执行以下命令安装基础件`proot`,并使用`termux-chroot`命令可以模拟 root 环境与标准的 Linux 目录结构。\n",
- "\n",
- "```\n",
- "pkg i -y proot\n",
- "termux-chroot\n",
- "```\n",
- "\n",
- "Termux 默认只能访问自身内部的数据,如果要访问手机中其它的数据,输入下面的命令后,手机弹出对请求权限的窗口,允许即可(方便对部分运行出的结果在手机端可视化)。\n",
- "\n",
- "```\n",
- "termux-setup-storage\n",
- "```\n",
- "\n",
- "### 2.1 配置SSH\n",
- "\n",
- "作为 Linux 终端或者服务器,必须有SSH。不管你是 SSH 连接到 Termux还是使用Termux去连其它主机,都需要先安装openssh。如果安装失败,请重复执行命令。\n",
- "\n",
- "```\n",
- "pkg i -y openssh\n",
- "```\n",
- "\n",
- "启动 SSH 服务端,默认端口号为8022\n",
- "\n",
- "```\n",
- "sshd\n",
- "```\n",
- "\n",
- "\n",
- "### 2.2 电脑通过SSH方式连接手机\n",
- "\n",
- "1.保证手机和电脑处于同一局域网下\n",
- "手机端分别输入以下命令获得ip地址和当前用户:\n",
- "\n",
- "```\n",
- "# 获取ip地址\n",
- "ifconfig\n",
- "\n",
- "# 获取当前用户\n",
- "whoami\n",
- "```\n",
- "\n",
- "如获取到的ip地址和当前用户分别是`172.24.162.117`和`u0_a374`。\n",
- "\n",
- "2.电脑端通过SSH连接手机\n",
- "\n",
- "```\n",
- "#默认端口号为8022\n",
- "ssh u0_a374@172.24.162.117 -p 8022\n",
- "```\n",
- "\n",
- "3.运行ls命令后,会有如下显示:\n",
- "\n",
- "```\n",
- "ls\n",
- "```\n",
- "\n",
- "\n",
- "\n",
- "\n",
- "### 2.3 通过scp传输数据\n",
- "\n",
- "1.在当前目录上新建test目录\n",
- "\n",
- "```\n",
- "mkdir test\n",
- "```\n",
- "\n",
- "2.测试scp功能\n",
- "\n",
- "将电脑中的某个文件拷贝到手机上:\n",
- "```\n",
- "scp -P 8022 test.txt u0_a374@172.24.162.117:/home/storage/test\n",
- "```\n",
- "\n",
- "3.手机端查看\n",
- "\n",
- "打开手机终端,在`/home/storage/test`下查看是否存在`test.txt`\n",
- "\n",
- "\n",
- "## 3. 更多教程\n",
- "\n",
- "本教程可以完成Termux基本配置,更多关于Termux的用法,请参考:[Termux高级终端安装使用配置教程](https://www.sqlsec.com/2018/05/termux.html)。\n",
- "\n"
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