[ubuntu18] deepLearning environment

ubuntu18_environment

# version
Nvidia driver 440
Cuda 10
Cudnn 7.6.4

# Nvidia deriver
// $ sudo apt-get install freeglut3-dev build-essential libx11-dev libxmu-dev libxi-dev libgl1-mesa-glx libglu1-mesa libglu1-mesa-dev
// $ sudo apt install nvidia-cuda-toolkit gcc-6
$ sudo add-apt-repository ppa:graphics-drivers/ppa
$ sudo apt update
$ sudo apt install ubuntu-drivers-common

$ ubuntu-drivers devices

$ sudo ubuntu-drivers autoinstall
//$ sudo apt install nvidia-driver-440 
$ sudo reboot 

$ lsmod|grep nvidia 

查看：
$ nvidia-smi

到這邊 nvidia 驅動程式安裝完成，接下來安裝 cuda

$ sudo apt-get install python-dev python-pip libxml2-dev libxslt1-dev zlib1g-dev libffi-dev libssl-dev
$ sudo apt install python3-pip

$ pip3 install numpy==1.16.4

# install spyder3
$ sudo pip3 install scrapy
$ sudo apt install libzmq3-dev
$ sudo pip3 install pyzmq 
$ sudo pip3 install pygments
$ sudo apt-get install qt4-dev-tools qt4-doc qt4-qtconfig qt4-demos qt4-designer
$ sudo pip3 install qtconsole
$ sudo pip3 install ipython
$ sudo pip3 install nbconvert

$ sudo apt install spyder3
$ sudo pip3 install -U --user spyder

pip
$ python -m pip install --upgrade --force-reinstall pip

# install keras & tensorflow
$ sudo pip3 install keras==2.3.1
$ sudo pip3  install --user --upgrade tensorflow-gpu==1.14.0