pip：：找不到匹配的tensorflow分发版本-gpu

Question

我跟随this tutorial为Windows10安装了Tensorflow，然而，我得到了这个错误。原因和解决方法是什么？

C:\Users\mona6>conda create -n tensorflow-gpu python=3.6
Fetching package metadata ...........
Solving package specifications: .

Package plan for installation in environment C:\Users\mona6\AppData\Local\conda\conda\envs\tensorflow-gpu:

The following NEW packages will be INSTALLED:

    pip:            9.0.1-py36_1
    python:         3.6.1-0
    setuptools:     27.2.0-py36_1
    vs2015_runtime: 14.0.25123-0
    wheel:          0.29.0-py36_0

Proceed ([y]/n)? y

python-3.6.1-0 100% |###############################| Time: 0:00:01  17.89 MB/s
#
# To activate this environment, use:
# > activate tensorflow-gpu
#
# To deactivate this environment, use:
# > deactivate tensorflow-gpu
#
# * for power-users using bash, you must source
#


C:\Users\mona6>activate tensorflow-gpu

(tensorflow-gpu) C:\Users\mona6>pip install tensorflow-gpu
Collecting tensorflow-gpu
  Could not find a version that satisfies the requirement tensorflow-gpu (from versions: )
No matching distribution found for tensorflow-gpu

Answer 1

这对我很有效：

(tensorflow-gpu) C:\Users\mona6>conda create -n py35 python=3.5
Fetching package metadata ...........
Solving package specifications: .

Package plan for installation in environment C:\Users\mona6\AppData\Local\conda\conda\envs\py35:

The following NEW packages will be INSTALLED:

    pip:            9.0.1-py35_1
    python:         3.5.3-0
    setuptools:     27.2.0-py35_1
    vs2015_runtime: 14.0.25123-0
    wheel:          0.29.0-py35_0

Proceed ([y]/n)? y

python-3.5.3-0 100% |###############################| Time: 0:00:01  22.65 MB/s
setuptools-27. 100% |###############################| Time: 0:00:00  13.10 MB/s
wheel-0.29.0-p 100% |###############################| Time: 0:00:00  16.25 MB/s
pip-9.0.1-py35 100% |###############################| Time: 0:00:00  12.54 MB/s
#
# To activate this environment, use:
# > activate py35
#
# To deactivate this environment, use:
# > deactivate py35
#
# * for power-users using bash, you must source
#


(tensorflow-gpu) C:\Users\mona6>activate py35

(py35) C:\Users\mona6>pip install --ignore-installed --upgrade https://storage.googleapis.com/tensorflow/windows/cpu/tensorflow-1.1.0-cp35-cp35m-win_amd64.whl
Collecting tensorflow==1.1.0 from https://storage.googleapis.com/tensorflow/windows/cpu/tensorflow-1.1.0-cp35-cp35m-win_amd64.whl
  Downloading https://storage.googleapis.com/tensorflow/windows/cpu/tensorflow-1.1.0-cp35-cp35m-win_amd64.whl (19.4MB)
    100% |################################| 19.4MB 90kB/s
Collecting wheel>=0.26 (from tensorflow==1.1.0)
  Downloading wheel-0.29.0-py2.py3-none-any.whl (66kB)
    100% |################################| 71kB 2.9MB/s
Collecting six>=1.10.0 (from tensorflow==1.1.0)
  Downloading six-1.10.0-py2.py3-none-any.whl
Collecting werkzeug>=0.11.10 (from tensorflow==1.1.0)
  Downloading Werkzeug-0.12.1-py2.py3-none-any.whl (312kB)
    100% |################################| 317kB 3.5MB/s
Collecting protobuf>=3.2.0 (from tensorflow==1.1.0)
  Downloading protobuf-3.3.0.tar.gz (271kB)
    100% |################################| 276kB 3.8MB/s
Collecting numpy>=1.11.0 (from tensorflow==1.1.0)
  Downloading numpy-1.12.1-cp35-none-win_amd64.whl (7.7MB)
    100% |################################| 7.7MB 231kB/s
Collecting setuptools (from protobuf>=3.2.0->tensorflow==1.1.0)
  Downloading setuptools-35.0.2-py2.py3-none-any.whl (390kB)
    100% |################################| 399kB 3.3MB/s
Collecting appdirs>=1.4.0 (from setuptools->protobuf>=3.2.0->tensorflow==1.1.0)
  Downloading appdirs-1.4.3-py2.py3-none-any.whl
Collecting packaging>=16.8 (from setuptools->protobuf>=3.2.0->tensorflow==1.1.0)
  Downloading packaging-16.8-py2.py3-none-any.whl
Collecting pyparsing (from packaging>=16.8->setuptools->protobuf>=3.2.0->tensorflow==1.1.0)
  Downloading pyparsing-2.2.0-py2.py3-none-any.whl (56kB)
    100% |################################| 61kB 7.2MB/s
Building wheels for collected packages: protobuf
  Running setup.py bdist_wheel for protobuf ... done
  Stored in directory: C:\Users\mona6\AppData\Local\pip\Cache\wheels\1b\42\a0\4c7343df5b629ec9c75655468dce7652b28026896b0209ba55
Successfully built protobuf
Installing collected packages: wheel, six, werkzeug, appdirs, pyparsing, packaging, setuptools, protobuf, numpy, tensorflow
Successfully installed appdirs-1.4.3 numpy-1.12.1 packaging-16.8 protobuf-3.3.0 pyparsing-2.2.0 setuptools-35.0.2 six-1.10.0 tensorflow-1.1.0 werkzeug-0.12.1 wheel-0.29.0

(py35) C:\Users\mona6>python
Python 3.5.3 |Continuum Analytics, Inc.| (default, Feb 22 2017, 21:28:42) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf

Answer 2

如果你喜欢Python3，python3.5是你唯一可以选择运行和安装tensorflow的版本。

更多信息来自tensorflow官方网站：

If the following version of Python is not installed on your machine, install it now:

Python 3.5.x from python.org

TensorFlow only supports version 3.5.x of Python on Windows. Note that Python 3.5.x comes with the pip3 package manager, which is the program you'll use to install TensorFlow.

To install TensorFlow, start a terminal. Then issue the appropriate pip3 install command in that terminal. ...

所以，我向你推荐Anaconda3-4.2.0，它支持Python3.5，并且可以在我的电脑上运行windows和ubuntu。

这是下载链接：https://repo.continuum.io/archive/

您可以通过以下命令安装Tensorflow CPU纯版本：

# pip install --upgrade tensorflow

要安装Tensorflow的GPU版本，请输入以下命令：

# pip install --upgrade tensorflow-gpu

它可能会对你有所帮助。

Answer 3

试试这个，太简单了，太优雅了(我觉得)

将pip升级到20+：

pip install --upgrade pip

然后使用安装(让系统决定哪个版本合适)：

pip install tensorflow-gpu