Tensorflow2.0+Anaconda + Windows10+cuda10.0+python
Tensorflow2.0 with them than tensorflow1.x be easy to use a lot.
1.x installation process with almost all the same.
1, download and install Anaconda
https://www.anaconda.com/distribution/#download-section
Confirm Anaconda has been installed
2, installation cuda10.0
This machine is the graphics card GTX 1080ti
cuda Download:
cuda installation process to be checked carefully, do not mistake crude
The red box portion unequal does not matter, but must ensure Current Version <= New Version
Then confirm cuda install:
CUPTI confirmation:
3, download and install cudnn
Download this will need to register an account first (trouble)
https://developer.nvidia.com/rdp/cudnn-download
Unzip the folder name to cudnn, copied to the chart position
cudnn Installation Qualification:
Changing the system environment variables:
Figure 4 under this line are indispensable and must be at the top!
cuda test:
4, installation tensorflow2.0
Open the Start menu bar Anaconda Prompt:
Creation environment: conda create -n tf2.0 python = 3.7
Activate the environment:
activate tf2.0
Installation cpu version:
pip install --upgrade tensorflow==2.2.0-alpha0
Installation gpu version:
pip install --upgrade tensorflow-gpu==2.2.0-alpha0
pip链接国外的源比较慢，可换用清华镜像：
如：:pip install -i https://pypi.tuna.tsinghua.edu.cn/simple tensorflow==2.2.0-alpha0
tensorflow测试
打开Anaconda Prompt->进入刚才建好的环境->输入python
测试下图代码
5、安装spyder
tf2.0 环境下 输入 conda install spyder
结束