最近在Mac上練習(xí)一些Tensorflow簡單代碼，搭建了Sublime Text3的Tensorflow環(huán)境座慰，Ubuntu環(huán)境下搭建步驟類似
- 電腦：Mac
- 軟件：Sublime Text3
1. 安裝Sublime Text3
a. 從Sublime Text3官網(wǎng)下載Sublime Text3 for Mac 3153版本安裝包安裝
b. 根據(jù)安裝提示輸入以下License信息
----- BEGIN LICENSE -----
TwitterInc
200 User License
EA7E-890007
1D77F72E 390CDD93 4DCBA022 FAF60790
61AA12C0 A37081C5 D0316412 4584D136
94D7F7D4 95BC8C1C 527DA828 560BB037
D1EDDD8C AE7B379F 50C9D69D B35179EF
2FE898C4 8E4277A8 555CE714 E1FB0E43
D5D52613 C3D12E98 BC49967F 7652EED2
9D2D2E61 67610860 6D338B72 5CF95C69
E36B85CC 84991F19 7575D828 470A92AB
------ END LICENSE ------
2. 配置Sublime Text3
- 配置信息設(shè)置路徑：
Sublime Text -> Preferences -> Settings
a. Settings Default：默認設(shè)置不做修改
b. Settings User：用戶設(shè)置編寫修改
- 配置樣例說明
a. 關(guān)閉Sublime Text3自動搜索提示更新版本
b. 設(shè)置界面風(fēng)格
{
//關(guān)閉版本更新提示
"ignored_packages":
[
"Vintage"
],
"update_check": false,
//設(shè)置界面風(fēng)格
"color_scheme": "Packages/Color Scheme - Default/Monokai.tmTheme",
"dictionary": "Packages/Language - English/en_GB.dic",
"expand_tabs_on_save": true,
"fold_buttons": true,
"font_size": 14,
"bold_folder_labels": true,
"word_wrap":true,
"wrap_width":80,
"rulers":[80,100],
"vintage_ctrl_keys": true,
"vintage_start_in_command_mode": true,
"line_padding_bottom": 2,
"line_padding_top": 2,
"tab_size": 4,
"theme": "Default.sublime-theme",
"translate_tabs_to_spaces": true,
"font_face": "YaHei Consolas Hybrid",
"caret_style": "phase",
"highlight_line": true,
"highlight_modified_tabs": true,
}
3. 安裝Sublime Text3插件
- 安裝 Package Control
a. 打開Console命令行兩種方式：
Ctrl+`快捷鍵/Sublime Text -> View -> Show Console
b. 粘貼并回車運行如下代碼：
import urllib.request,os; pf = ‘Package Control.sublime-package‘; ipp = sublime.installed_packages_path(); urllib.request.install_opener( urllib.request.build_opener( urllib.request.ProxyHandler()) ); open(os.path.join(ipp, pf), ‘wb‘).write(urllib.request.urlopen( ‘http://sublime.wbond.net/‘ + pf.replace(‘ ‘,‘%20‘)).read())
c. Package Control安裝成功說明：
Sublime Text -> Preferences下出現(xiàn)Package Control選項
- 安裝所需插件
a. 打開Package Control
Sublime Text -> Preferences -> Package Control
b. 選擇安裝組件
Package Control: Install Package
c. 可選擇安裝所需插件
d. 設(shè)置Sublime Text3主題
Nexus
Soda Dark
4. 終端Terminal配置Tensorflow環(huán)境
- Python2配置Tensorflow環(huán)境
sudo apt-get update
//安裝Python2
sudo apt-get install python
//安裝pip
sudo apt-get install python-pip
//安裝numpy
sudo pip install numpy
//安裝matplotlib
sudo pip install matplotlib
//安裝scipy
sudo pip install scipy
//安裝pandas
sudo pip install pandas
//安裝深度學(xué)習(xí)框架keras
sudo pip install keras
//安裝深度學(xué)習(xí)框架tensorflow（CPU）
sudo pip install tensorflow
- Python3配置Tensorflow環(huán)境
sudo apt-get update
//安裝Python3
sudo apt-get install python3
//安裝pip3
sudo apt-get install python3-pip
//安裝numpy
sudo pip3 install numpy
//安裝matplotlib
sudo pip3 install matplotlib
//安裝scipy
sudo pip3 install scipy
//安裝pandas
sudo pip3 install pandas
//安裝深度學(xué)習(xí)框架keras
sudo pip3 install keras
//安裝深度學(xué)習(xí)框架tensorflow（CPU）
sudo pip3 install tensorflow
5. Sublime Text3配置Python3編譯接口
a. 打開編譯接口設(shè)置路徑
Tools -> Build System -> New Build System
b. 填寫Python3編譯接口配置程序
{
“cmd”: [“/python/to/path”, “-u”, “$file”],
“file_regex”: “^[ ]File \”(…?)\”, line ([0-9]*)”,
“selector”: “source.python”
}
- 接口程序說明
“/python/to/path”:電腦上Python3的安裝路徑
- 終端Terminal查看Python3安裝路徑命令
which python3
c. 保存接口程序在默認路徑
d. 設(shè)置Python3編譯環(huán)境
Tools -> Build System -> Python3
6. Sublime Text3訓(xùn)練MNIST數(shù)據(jù)集
a. 終端Terminal下載Keras包
git clone https://github.com/fchollet/keras.git
b. Sublime Text3打開樣例程序
樣例程序路徑：keras -> examples -> mnist_mlp.py
c. 程序運行快捷鍵說明
Command+B
d. MNIST數(shù)據(jù)集訓(xùn)練結(jié)果
- Test loss：0.1068
- Test accuracy：0.9829
