Windows上安装TensorFlow

本文记录了在Anaconda环境下安装TensorFlow GPU版本及Keras的过程,包括解决环境创建错误、安装依赖包等步骤。

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C:\Users\13600>conda create -name tensorflow-gpu python=3.5 anaconda


CondaValueError: prefix already exists: C:\Users\13600\Anaconda3\envs\ame




C:\Users\13600>activate tensorflow-gpu


CondaEnvironmentNotFoundError: Could not find environment: tensorflow-gpu .
You can list all discoverable environments with `conda info --envs`.




C:\Users\13600>pip install tensorflow-gpu
Collecting tensorflow-gpu
  Downloading tensorflow_gpu-1.7.0-cp36-cp36m-win_amd64.whl (86.7MB)
    100% |████████████████████████████████| 86.7MB 10kB/s
Requirement already satisfied: wheel>=0.26 in c:\users\13600\anaconda3\lib\site-packages (from tensorflow-gpu)
Collecting gast>=0.2.0 (from tensorflow-gpu)
  Downloading gast-0.2.0.tar.gz
Requirement already satisfied: numpy>=1.13.3 in c:\users\13600\anaconda3\lib\site-packages (from tensorflow-gpu)
Collecting tensorboard<1.8.0,>=1.7.0 (from tensorflow-gpu)
  Downloading tensorboard-1.7.0-py3-none-any.whl (3.1MB)
    100% |████████████████████████████████| 3.1MB 56kB/s
Collecting grpcio>=1.8.6 (from tensorflow-gpu)
  Downloading grpcio-1.10.1-cp36-cp36m-win_amd64.whl (1.3MB)
    100% |████████████████████████████████| 1.3MB 70kB/s
Collecting astor>=0.6.0 (from tensorflow-gpu)
  Downloading astor-0.6.2-py2.py3-none-any.whl
Collecting termcolor>=1.1.0 (from tensorflow-gpu)
  Downloading termcolor-1.1.0.tar.gz
Collecting protobuf>=3.4.0 (from tensorflow-gpu)
  Downloading protobuf-3.5.2.post1-cp36-cp36m-win_amd64.whl (958kB)
    100% |████████████████████████████████| 962kB 82kB/s
Collecting absl-py>=0.1.6 (from tensorflow-gpu)
  Downloading absl-py-0.1.13.tar.gz (80kB)
    100% |████████████████████████████████| 81kB 92kB/s
Requirement already satisfied: six>=1.10.0 in c:\users\13600\anaconda3\lib\site-packages (from tensorflow-gpu)
Collecting markdown>=2.6.8 (from tensorboard<1.8.0,>=1.7.0->tensorflow-gpu)
  Downloading Markdown-2.6.11-py2.py3-none-any.whl (78kB)
    100% |████████████████████████████████| 81kB 97kB/s
Collecting bleach==1.5.0 (from tensorboard<1.8.0,>=1.7.0->tensorflow-gpu)
  Downloading bleach-1.5.0-py2.py3-none-any.whl
Collecting html5lib==0.9999999 (from tensorboard<1.8.0,>=1.7.0->tensorflow-gpu)
  Downloading html5lib-0.9999999.tar.gz (889kB)
    100% |████████████████████████████████| 890kB 86kB/s
Requirement already satisfied: werkzeug>=0.11.10 in c:\users\13600\anaconda3\lib\site-packages (from tensorboard<1.8.0,>=1.7.0->tensorflow-gpu)
Requirement already satisfied: setuptools in c:\users\13600\anaconda3\lib\site-packages (from protobuf>=3.4.0->tensorflow-gpu)
Building wheels for collected packages: gast, termcolor, absl-py, html5lib
  Running setup.py bdist_wheel for gast ... done
  Stored in directory: C:\Users\13600\AppData\Local\pip\Cache\wheels\8e\fa\d6\77dd17d18ea23fd7b860e02623d27c1be451521af40dd4a13e
  Running setup.py bdist_wheel for termcolor ... done
  Stored in directory: C:\Users\13600\AppData\Local\pip\Cache\wheels\de\f7\bf\1bcac7bf30549e6a4957382e2ecab04c88e513117207067b03
  Running setup.py bdist_wheel for absl-py ... done
  Stored in directory: C:\Users\13600\AppData\Local\pip\Cache\wheels\76\f7\0c\88796d7212af59bb2f496b12267e0605f205170781e9b86479
  Running setup.py bdist_wheel for html5lib ... done
  Stored in directory: C:\Users\13600\AppData\Local\pip\Cache\wheels\6f\85\6c\56b8e1292c6214c4eb73b9dda50f53e8e977bf65989373c962
Successfully built gast termcolor absl-py html5lib
Installing collected packages: gast, markdown, html5lib, bleach, protobuf, tensorboard, grpcio, astor, termcolor, absl-py, tensorflow-gpu
  Found existing installation: html5lib 0.999999999
    Uninstalling html5lib-0.999999999:
      Successfully uninstalled html5lib-0.999999999
  Found existing installation: bleach 2.0.0
    Uninstalling bleach-2.0.0:
      Successfully uninstalled bleach-2.0.0
Successfully installed absl-py-0.1.13 astor-0.6.2 bleach-1.5.0 gast-0.2.0 grpcio-1.10.1 html5lib-0.9999999 markdown-2.6.11 protobuf-3.5.2.post1 tensorboard-1.7.0 tensorflow-gpu-1.7.0 termcolor-1.1.0
Cache entry deserialization failed, entry ignored


C:\Users\13600>pip install keras 

Collecting keras

  Downloading Keras-2.1.5-py2.py3-none-any.whl (334kB)
    100% |████████████████████████████████| 337kB 645kB/s
Requirement already satisfied: pyyaml in c:\users\13600\anaconda3\lib\site-packages (from keras)
Requirement already satisfied: six>=1.9.0 in c:\users\13600\anaconda3\lib\site-packages (from keras)
Requirement already satisfied: scipy>=0.14 in c:\users\13600\anaconda3\lib\site-packages (from keras)
Requirement already satisfied: numpy>=1.9.1 in c:\users\13600\anaconda3\lib\site-packages (from keras)
Installing collected packages: keras
Successfully installed keras-2.1.5
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