TensorFlow入門:mac 安裝 TensorFlow
開發環境:
mac os 10.12.5
Python 2.7.10
GCC 4.2.1
mac默認是不帶pip的,安裝pip。
sudo easy_install pip
1.安裝virtualenv
sudo pip install virtualenv --upgrade
創建一個工作目錄:
sudo virtualenv --system-site-packages ~/tensorflow
進行該目錄,激活沙箱
cd ~/tensorflow
source bin/activate
2.virtualenv裏安裝TensorFlow
進入沙箱後,執行下面的命令來安裝TensorFlow:
(tensorflow)$ sudo pip install tensorflow==1.2.1
3.運行TensorFlow
...
environment /Users/***/tensorflow
Successfully installed backports.weakref-1.0rc1 bleach-1.5.0 funcsigs-1.0.2 html5lib-0.9999999 markdown-2.6.8 mock-2.0.0 numpy-1.13.0 pbr-3.1.1 protobuf-3.3.0 six-1.10.0 tensorflow-1.2.1 werkzeug-0.12.
hello world測試一下:
$ python Python 2.7.10 (default, Feb 7 2017, 00:08:15) [GCC 4.2.1 Compatible Apple LLVM 8.0.0 (clang-800.0.34)] on darwin Type "help", "copyright", "credits" or "license" for more information. >>> >>> import tensorflow as tf >>> hello =tf.constant(‘hello world!‘) >>> sess = tf.Session() 2017-07-05 23:58:34.771619: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn‘t compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations. 2017-07-05 23:58:34.771654: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn‘t compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations. 2017-07-05 23:58:34.771663: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn‘t compiled to use AVX2 instructions, but these are available on your machine and could speed up CPU computations. 2017-07-05 23:58:34.771671: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn‘t compiled to use FMA instructions, but these are available on your machine and could speed up CPU computations. >>> print sess.run(hello) hello world!
恭喜,TensorFlow安裝成功了。
*每次運行TensorFlow程序時,都需要進入tensorflow目錄,然後執行source bin/activate 命令來激活沙箱。
*Ubuntu/Linux也可以按Mac os準備。TensorFlow安裝版本分為CPU版和GPU版,區別在於:
(tensorflow)$ sudo pip install tensorflow==1.2.1
(tensorflow)$ sudo pip install tensorflow-gpu==1.2.1
TensorFlow入門:mac 安裝 TensorFlow