Window上安装Tensorflow
来源:互联网 发布:淘宝卖家刷单后果 编辑:程序博客网 时间:2024/06/13 09:18
Anaconda
Anaconda是由Python提供支持的领先的开放数据科学平台。 Anaconda的开源版本是Python和R的高性能分发版本,包括超过100个用于数据科学的最流行的Python,R和Scala软件包。
操作说明:
1. Managing conda
conda --versionconda update conda
2. Managing environments
Create and activate an environment
conda create --name snowflakes biopython
This will create a new environment named /envs/snowflakes with the program Biopython.
Activate the new environment:
Linux,OS X:
source activate snowflakes
Windows:
activate snowflakes
Create a second environment
conda create --name bunnies python=3 astroid babel
This will create a second new environment named /envs/bunnies with Python 3 and Astroid and Babel installed.
List all environments
conda info --envs
Switch to another environment (activate/deactivate)
Linux,OS X:
source activate bunnies
Windows:
activate bunnies
3. Managing Python
Check Python versions
conda search --full-name python
Install a different version of Python
conda create --name snakes python=3
Linux,OS X:
source activate snowflakes
Windows:
activate snowflakes
4. Managing packages
View a list of packages and versions installed in an environment
conda list
Search for a package
conda search beautifulsoup4
Install a new package
conda install --name bunnies beautifulsoup4
Install a package from Anaconda.org
conda install --channel https://conda.anaconda.org/pandas bottleneck
Install a package with pip
pip install see
安装tensorflow
目前tensorflow对python3.5支持友好
1. 创建名为tensorflow的环境
conda create --name tensorflow python=3.5
2. 激活环境
activate tensorflow
3. 安装tensorflow gpu版本包
-- CPU版本pip install tensorflow-- GPU版本pip install tensorflow-gpu
安装CUDA
不安装CUDA Driver会出现如下错误:
ImportError: No module named '_pywrap_tensorflow_internal'
安装CUDA Tools
安装cuDNN
注意:需要下载5.1版本,6.0版本不可用
Cudnn解压后将bin,include,lib三个文件夹里面的内容覆盖至Cuda安装目录下,默认路径为C:\Program Files\NVIDIA GPUComputing Toolkit\CUDA\v8.0(记住不是替换,是把Cudnn文件里的.dll文件添加到Cuda里面)
接下来,检验Cuda是否安装成功:
进入cuda路径,默认C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\extras\demo_suite执行里面的deviceQuery.exe文件
No module named ‘matplotlib’
conda install matplotlib
Anaconda上查看
第一个tensorflow程序
import tensorflow as tfimport numpy as npimport matplotlib.pyplot as plt%matplotlib inlinea = tf.random_normal([2, 20])sess = tf.Session()out = sess.run(a)x, y = outplt.scatter(x,y)plt.show()
- Window上安装Tensorflow
- window上安装tensorflow
- Window上安装TensorFlow的方法
- TensorFlow 及 Keras 在window上的安装
- window下安装tensorflow
- window安装tensorflow
- 安装tensorflow(window
- window 安装 tensorflow
- window系统下TensorFlow安装
- window+ubuntu双系统安装 tensorflow
- Tensorflow+cuda+cudnn+window+Python之window下安装TensorFlow
- Mac 上安装 tensorflow
- Windows上安装TensorFlow
- windows上安装tensorflow
- Anaconda上安装TensorFlow
- Windows上安装Tensorflow
- Linux上tensorflow安装
- windows上安装tensorflow
- Maximum Subarray
- notepad++配置python环境
- 数据库表的更新和修改数据
- 哈夫曼编码生成哈夫曼树
- FastDFS简单了解
- Window上安装Tensorflow
- 在Linux上安装JDK
- 第一篇博客—c语言单链表的基本操作
- 总结《An Introduction to Ray Tracing》
- 【bzoj2850】巧克力王国
- c++临时变量
- 中国大学慕课C语言第四讲笔记
- 数据库表的删除数据
- PAT乙级——1001. 害死人不偿命的(3n+1)猜想 (15)Java