tensorflow使用记录(一)安装

ubuntu16.04  64-bit 
python3.5 
virtualenv
docker

ref: https://www.tensorflow.org/versions/r0.11/get_started/os_setup.html#virtualenv-installation
官网上有详细的安装流程,考虑到对现有python环境的影响,我准备用docker或virtualenv安装

virtualenv安装tensorflow

  1. install pip and virtualenv
  2. create a virtualenv environment
  3. activate the virtualenv environment and install tensorflow in it
  4. after the install you will activate the virtualenv environment each time you want to use tensorflow

     $ sudo apt-get install python3-pip python3-dev python3-virtualenv
     $ virtualenv --system-site-packages ~/tensorflow
     $ source ~/tensorflow/bin/activate
    
     (tensorflow)$                      #your prompt should change
     选择适合自己的安装包
     # Ubuntu/Linux 64-bit, CPU only, Python 3.5
    (tensorflow)$ export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.11.0rc0-cp35-cp35m-linux_x86_64.whl
    #install tensorflow
    (tensorflow)$ pip3 install --upgrade $TF_BINARY_URL
    
    #test your installation
    (tensorflow)$ python3
    >>> import tensorflow as tf
    >>> hello = tf.constant('Hello, TensorFlow!')
    >>> sess = tf.Session()
    >>> sess.run(hello)
    Hello, TensorFlow!
    >>> a = tf.constant(10)
    >>> b = tf.constant(32)
    >>> sess.run(a+b)
    42
    >>>exit()
    
    #结束使用tensorflow virtualenv
    (tensorflow)$ deactivate
    $                                  #your prompt should change
    

Docker安装Tensorflow

docker安装过程中一种pulling不下来镜像,待续…
用了后pulling下来了…
docker的安装和使用见docker使用记录

$ docker run -it -p 8888:8888 gcr.io/tensorflow/tensorflow

Tensorflow使用

Pycharm

在pycharm中可以在setting——>project interpretor中选择之前建立好的tensorflow virtualenv虚拟环境中的python3,这样就可以在pycharm中用啦

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