没有合适的资源?快使用搜索试试~ 我知道了~
深度学习开发环境说明文档,适合初学者,搭建深度学习环境,训练等
资源推荐
资源详情
资源评论
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![pdf](https://img-home.csdnimg.cn/images/20210720083512.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
![tar](https://img-home.csdnimg.cn/images/20210720083646.png)
![none](https://img-home.csdnimg.cn/images/20210720083646.png)
![thumb](https://img-home.csdnimg.cn/images/20210720083646.png)
![rar](https://img-home.csdnimg.cn/images/20210720083606.png)
![gz](https://img-home.csdnimg.cn/images/20210720083447.png)
![none](https://img-home.csdnimg.cn/images/20210720083646.png)
![zip](https://img-home.csdnimg.cn/images/20210720083736.png)
![](https://csdnimg.cn/release/download_crawler_static/88864420/bg1.jpg)
深度学习开发环境
配置说明
![](https://csdnimg.cn/release/download_crawler_static/88864420/bg2.jpg)
目录
1 概述................................................................................................................................................5
2 Ubuntu16.04_Python3.6 安装 ........................................................................................................6
2.1 说明.....................................................................................................................................6
2.2 安装步骤.............................................................................................................................6
2.3 安装过程中遇到的问题...................................................................................................10
2.3.1 Python 安装失败 ....................................................................................................10
3 Ubuntu16.04_Anaconda 安装 ......................................................................................................12
3.1 说明...................................................................................................................................12
3.2 安装步骤...........................................................................................................................12
3.3 补充说明...........................................................................................................................17
4 Ubuntu16.04_pycharm 安装.........................................................................................................19
4.1 说明...................................................................................................................................19
4.2 安装步骤...........................................................................................................................19
4.3 建立桌面快捷方式...........................................................................................................24
4.4 Pycharm 配置 ....................................................................................................................28
5 Ubuntu16.04_NVIDIA1080TI 显卡驱动安装.............................................................................32
5.1 说明...................................................................................................................................32
5.2 安装步骤...........................................................................................................................32
5.2.1 方法一:安装包安装............................................................................................32
5.2.2 方法二:PPA 源安装 ...........................................................................................38
6 Ubuntu16.04_CUDA&cuDNN 安装............................................................................................43
6.1 说明...................................................................................................................................43
6.2 安装步骤...........................................................................................................................43
6.2.1 安装 CUDA ...........................................................................................................43
6.2.2 安装 cuDNN ..........................................................................................................46
7 Ubuntu16.04_Tensorflow&Keras 安装........................................................................................49
7.1 说明...................................................................................................................................49
7.2 安装步骤...........................................................................................................................49
7.2.1 方法一....................................................................................................................49
7.2.2 方法二....................................................................................................................54
7.3 遇到的问题.......................................................................................................................56
8 Ubuntu16.04_Opencv 安装 ..........................................................................................................58
8.1 说明...................................................................................................................................58
8.2 安装步骤...........................................................................................................................58
8.2.1 方法一:源码编译安装........................................................................................58
8.2.2 方法二:pip 命令安装..........................................................................................64
9 Windows_Anaconda 安装 ............................................................................................................64
9.1 说明...................................................................................................................................64
9.2 安装步骤...........................................................................................................................65
10 Windows_pycharm 安装 ............................................................................................................68
10.1 说明.................................................................................................................................68
10.2 安装步骤.........................................................................................................................68
![](https://csdnimg.cn/release/download_crawler_static/88864420/bg3.jpg)
11 Windows_Tensorflow&Keras 安装 ...........................................................................................76
11.1 说明.................................................................................................................................76
11.2 安装步骤.........................................................................................................................76
11.2.1 Tensorflow 安装 ...................................................................................................76
11.2.2 Keras 安装 ............................................................................................................80
11.2.3 安装 tensorboard(可选)..................................................................................81
11.3 遇到的问题.....................................................................................................................81
11.4 国内镜像源.....................................................................................................................82
12 Windows_CUDA&cuDNN 安装 ...............................................................................................83
12.1 说明.................................................................................................................................83
12.2 安装步骤.........................................................................................................................83
12.2.1 安装 CUDA .........................................................................................................83
12.2.2 安装 cuDNN ........................................................................................................85
13 安装 Opencv 安装 .....................................................................................................................89
13.1 说明.................................................................................................................................89
13.2 安装步骤.........................................................................................................................89
14 YOLOv3 目标检测环境搭建.....................................................................................................90
14.1 说明.................................................................................................................................90
14.2 安装 YOLOv3 环境........................................................................................................90
![](https://csdnimg.cn/release/download_crawler_static/88864420/bg4.jpg)
1 概述
随着计算机算力的提升以及算法原理的改进,基于深度学习的目标识别检测
以及定位的需求越来越多。深度学习开发环境的搭建是开展深度学习的基础。由
于 linux 操作系统提供多用户同时登录的特性,遂选择在 linux 下搭建该开发环
境。
我司采购的深度学习服务器配置如下:
型号:Dell PowerEdge T630
CPU:E5-2620v4 8 核 16 线程 一颗
GPU:NVIDIA GTX1080Ti 一颗
内存:32GB
HDD:4TB
本文档 Ubuntu 部分主要介绍在基于我司采购服务器的 ubuntu16.04 操作系
统下深度学习开发环境的从零搭建的过程及步骤;本文档 windows 部分主要介
绍在普通 PC 端 windows 操作系统下深度学习开发环境的从零搭建的过程及步
骤。旨在深度学习开发人员通过参考本文档,能够独立搭建出深度学习开发环境。
![](https://csdnimg.cn/release/download_crawler_static/88864420/bg5.jpg)
2 Ubuntu16.04_Python3.6 安装
2.1 说明
Note:若打算使用 Anacoda3,则跳过该章节,直接从 Anacoda3 安装章节看起
即可,因为 Anacoda3 中会自动安装 python3.6.
由于新安装的 ubuntu16.04 中默认安装的是 python2.7 以及 python3.5,所以需
要我们自行安装 python3.6。
2.2 安装步骤
1. 下载 python3.6 安装包,命令如下:
wget http://www.python.org/ftp/python/3.6.4/Python-3.6.4.tgz
等待下载成功,如下图所示:
2. 解压下载的 python 压缩包,命令如下:
tar -xvzf Python-3.6.4.tgz
剩余91页未读,继续阅读
资源评论
![avatar-default](https://csdnimg.cn/release/downloadcmsfe/public/img/lazyLogo2.1882d7f4.png)
![avatar](https://profile-avatar.csdnimg.cn/default.jpg!1)
feibaoqq
- 粉丝: 195
- 资源: 55
上传资源 快速赚钱
我的内容管理 展开
我的资源 快来上传第一个资源
我的收益
登录查看自己的收益我的积分 登录查看自己的积分
我的C币 登录后查看C币余额
我的收藏
我的下载
下载帮助
![voice](https://csdnimg.cn/release/downloadcmsfe/public/img/voice.245cc511.png)
![center-task](https://csdnimg.cn/release/downloadcmsfe/public/img/center-task.c2eda91a.png)
最新资源
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈
![feedback](https://img-home.csdnimg.cn/images/20220527035711.png)
![feedback](https://img-home.csdnimg.cn/images/20220527035711.png)
![feedback-tip](https://img-home.csdnimg.cn/images/20220527035111.png)
安全验证
文档复制为VIP权益,开通VIP直接复制
![dialog-icon](https://csdnimg.cn/release/downloadcmsfe/public/img/green-success.6a4acb44.png)