因为学习Deep Learning，所以打算安装tensorflow。学习tensorflow参见链接。
安装之前，最好先看看这个网站。
我的python环境原来是2.7的，安装tensorflow会报错。
UnicodeDecodeError: 'utf8' codec can't decode byte 0xb2 in ......
出错的是文件__init__.py中的errs.append(text_type(e))
查了很多攻略都没有用，最后删除python2.7，安装3.6就解决了。
顺便说一下，不需要单独安装python，安装anaconda就可以一起完成。
网上安装tensorflow全部都是通过anaconda，我原来打算单独安装tensorflow，不过执行pip install tensorflow不成功，只好放弃了。
【安装Anaconda】
网上有很多攻略详，详细过程自己查。
从官网下载：https://www.anaconda.com/download/
官网下载起来很慢，国内清华镜像网站：https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/
我是中文Win10，下载了Anaconda3-4.3.0-Windows-x86_64.exe
安装没有什么特别的。
结束以后，执行python，可以看到是3.6版本了。
C:\Users\toddc>python
Python 3.6.0 |Anaconda 4.3.0 (64-bit)| (default, Dec 23 2016, 11:57:41) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> exit
Use exit() or Ctrl-Z plus Return to exit
>>> ^Z
然后创建环境
C:\Users\toddc>conda create --name tensorflow python=3.6
Fetching package metadata ...........
Solving package specifications: .
Package plan for installation in environment C:\Users\toddc\Anaconda3\envs\tensorflow:
The following NEW packages will be INSTALLED:
certifi: 2016.2.28-py36_0
pip: 9.0.1-py36_1
python: 3.6.2-0
setuptools: 36.4.0-py36_1
vc: 14-0
vs2015_runtime: 14.0.25420-0
wheel: 0.29.0-py36_0
wincertstore: 0.2-py36_0
Proceed ([y]/n)? y
vs2015_runtime 100% |###############################| Time: 0:00:01 1.45 MB/s
vc-14-0.tar.bz 100% |###############################| Time: 0:00:00 110.41 kB/s
python-3.6.2-0 100% |###############################| Time: 0:00:10 3.24 MB/s
certifi-2016.2 100% |###############################| Time: 0:00:00 5.23 MB/s
wincertstore-0 100% |###############################| Time: 0:00:00 2.22 MB/s
setuptools-36. 100% |###############################| Time: 0:00:00 4.44 MB/s
#
# To activate this environment, use:
# > activate tensorflow
#
# To deactivate this environment, use:
# > deactivate tensorflow
#
# * for power-users using bash, you must source
#
结束后输入命令
C:\Users\toddc>activate tensorflow
(tensorflow) C:\Users\toddc>python
Python 3.6.2 |Continuum Analytics, Inc.| (default, Jul 20 2017, 12:30:02) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>>
进入tensorflow环境。
现在正式安装tensorflow
(tensorflow) C:\Users\toddc>pip install --ignore-installed --upgrade tensorflow
Collecting tensorflow
Cache entry deserialization failed, entry ignored
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/31/6c/c1f6bc2ca251c627976acae937f4f27f7349300e2b69b711e47b092d2642/tensorflow-2.1.0-cp36-cp36m-win_amd64.whl (355.9MB)
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Collecting six>=1.12.0 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/65/eb/1f97cb97bfc2390a276969c6fae16075da282f5058082d4cb10c6c5c1dba/six-1.14.0-py2.py3-none-any.whl
Collecting tensorboard<2.2.0,>=2.1.0 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/40/23/53ffe290341cd0855d595b0a2e7485932f473798af173bbe3a584b99bb06/tensorboard-2.1.0-py3-none-any.whl (3.8MB)
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Collecting grpcio>=1.8.6 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/18/b3/12e0398ad74778ce6b1a93dde9571fd685fd72969486921d49102f9fe8a6/grpcio-1.27.0-cp36-cp36m-win_amd64.whl (2.0MB)
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Collecting termcolor>=1.1.0 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/8a/48/a76be51647d0eb9f10e2a4511bf3ffb8cc1e6b14e9e4fab46173aa79f981/termcolor-1.1.0.tar.gz
Collecting keras-applications>=1.0.8 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/71/e3/19762fdfc62877ae9102edf6342d71b28fbfd9dea3d2f96a882ce099b03f/Keras_Applications-1.0.8-py3-none-any.whl (50kB)
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Collecting protobuf>=3.8.0 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/ff/52/a71156b82dbb8a40833b7a571e22c9e65ca4204a56739f97d3eaa25d111e/protobuf-3.11.3-cp36-cp36m-win_amd64.whl (1.1MB)
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Collecting google-pasta>=0.1.6 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/c3/fd/1e86bc4837cc9a3a5faf3db9b1854aa04ad35b5f381f9648fbe81a6f94e4/google_pasta-0.1.8-py3-none-any.whl (57kB)
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Collecting absl-py>=0.7.0 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/1a/53/9243c600e047bd4c3df9e69cfabc1e8004a82cac2e0c484580a78a94ba2a/absl-py-0.9.0.tar.gz (104kB)
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Collecting keras-preprocessing>=1.1.0 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/28/6a/8c1f62c37212d9fc441a7e26736df51ce6f0e38455816445471f10da4f0a/Keras_Preprocessing-1.1.0-py2.py3-none-any.whl (41kB)
100% |████████████████████████████████| 51kB 997kB/s
Collecting scipy==1.4.1; python_version >= "3" (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/8d/2f/fcb6150813b89d628749784370132e431f687ebab5a1063eb298cc941f76/scipy-1.4.1-cp36-cp36m-win_amd64.whl (30.8MB)
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Collecting wheel>=0.26; python_version >= "3" (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/8c/23/848298cccf8e40f5bbb59009b32848a4c38f4e7f3364297ab3c3e2e2cd14/wheel-0.34.2-py2.py3-none-any.whl
Collecting opt-einsum>=2.3.2 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/b8/83/755bd5324777875e9dff19c2e59daec837d0378c09196634524a3d7269ac/opt_einsum-3.1.0.tar.gz (69kB)
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Collecting tensorflow-estimator<2.2.0,>=2.1.0rc0 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/18/90/b77c328a1304437ab1310b463e533fa7689f4bfc41549593056d812fab8e/tensorflow_estimator-2.1.0-py2.py3-none-any.whl (448kB)
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Collecting gast==0.2.2 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/4e/35/11749bf99b2d4e3cceb4d55ca22590b0d7c2c62b9de38ac4a4a7f4687421/gast-0.2.2.tar.gz
Collecting numpy<2.0,>=1.16.0 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/53/74/b997e4c7b4abc668e99f4c3dba87ee2c6f7559319af756cc1ede37665a8d/numpy-1.18.1-cp36-cp36m-win_amd64.whl (12.8MB)
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Collecting wrapt>=1.11.1 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/23/84/323c2415280bc4fc880ac5050dddfb3c8062c2552b34c2e512eb4aa68f79/wrapt-1.11.2.tar.gz
Collecting astor>=0.6.0 (from tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/c3/88/97eef84f48fa04fbd6750e62dcceafba6c63c81b7ac1420856c8dcc0a3f9/astor-0.8.1-py2.py3-none-any.whl
Collecting setuptools>=41.0.0 (from tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/a7/c5/6c1acea1b4ea88b86b03280f3fde1efa04fefecd4e7d2af13e602661cde4/setuptools-45.1.0-py3-none-any.whl (583kB)
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Collecting markdown>=2.6.8 (from tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/c0/4e/fd492e91abdc2d2fcb70ef453064d980688762079397f779758e055f6575/Markdown-3.1.1-py2.py3-none-any.whl (87kB)
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Collecting werkzeug>=0.11.15 (from tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/c2/e4/a859d2fe516f466642fa5c6054fd9646271f9da26b0cac0d2f37fc858c8f/Werkzeug-0.16.1-py2.py3-none-any.whl (327kB)
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Collecting google-auth-oauthlib<0.5,>=0.4.1 (from tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/7b/b8/88def36e74bee9fce511c9519571f4e485e890093ab7442284f4ffaef60b/google_auth_oauthlib-0.4.1-py2.py3-none-any.whl
Collecting requests<3,>=2.21.0 (from tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/51/bd/23c926cd341ea6b7dd0b2a00aba99ae0f828be89d72b2190f27c11d4b7fb/requests-2.22.0-py2.py3-none-any.whl (57kB)
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Collecting google-auth<2,>=1.6.3 (from tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/1c/6d/7aae38a9022f982cf8167775c7fc299f203417b698c27080ce09060bba07/google_auth-1.11.0-py2.py3-none-any.whl (76kB)
100% |████████████████████████████████| 81kB 1.8MB/s
Collecting h5py (from keras-applications>=1.0.8->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/0b/fa/bee65d2dbdbd3611702aafd128139c53c90a1285f169ba5467aab252e27a/h5py-2.10.0-cp36-cp36m-win_amd64.whl (2.4MB)
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Collecting requests-oauthlib>=0.7.0 (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/a3/12/b92740d845ab62ea4edf04d2f4164d82532b5a0b03836d4d4e71c6f3d379/requests_oauthlib-1.3.0-py2.py3-none-any.whl
Collecting idna<2.9,>=2.5 (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/14/2c/cd551d81dbe15200be1cf41cd03869a46fe7226e7450af7a6545bfc474c9/idna-2.8-py2.py3-none-any.whl (58kB)
100% |████████████████████████████████| 61kB 1.2MB/s
Collecting urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/e8/74/6e4f91745020f967d09332bb2b8b9b10090957334692eb88ea4afe91b77f/urllib3-1.25.8-py2.py3-none-any.whl (125kB)
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Collecting chardet<3.1.0,>=3.0.2 (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/bc/a9/01ffebfb562e4274b6487b4bb1ddec7ca55ec7510b22e4c51f14098443b8/chardet-3.0.4-py2.py3-none-any.whl (133kB)
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Collecting certifi>=2017.4.17 (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/b9/63/df50cac98ea0d5b006c55a399c3bf1db9da7b5a24de7890bc9cfd5dd9e99/certifi-2019.11.28-py2.py3-none-any.whl (156kB)
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Collecting rsa<4.1,>=3.1.4 (from google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/02/e5/38518af393f7c214357079ce67a317307936896e961e35450b70fad2a9cf/rsa-4.0-py2.py3-none-any.whl
Collecting cachetools<5.0,>=2.0.0 (from google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/08/6a/abf83cb951617793fd49c98cb9456860f5df66ff89883c8660aa0672d425/cachetools-4.0.0-py3-none-any.whl
Collecting pyasn1-modules>=0.2.1 (from google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/95/de/214830a981892a3e286c3794f41ae67a4495df1108c3da8a9f62159b9a9d/pyasn1_modules-0.2.8-py2.py3-none-any.whl (155kB)
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Collecting oauthlib>=3.0.0 (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/05/57/ce2e7a8fa7c0afb54a0581b14a65b56e62b5759dbc98e80627142b8a3704/oauthlib-3.1.0-py2.py3-none-any.whl (147kB)
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Collecting pyasn1>=0.1.3 (from rsa<4.1,>=3.1.4->google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/62/1e/a94a8d635fa3ce4cfc7f506003548d0a2447ae76fd5ca53932970fe3053f/pyasn1-0.4.8-py2.py3-none-any.whl (77kB)
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Building wheels for collected packages: termcolor, absl-py, opt-einsum, gast, wrapt
Running setup.py bdist_wheel for termcolor ... done
Stored in directory: C:\Users\toddc\AppData\Local\pip\Cache\wheels\e3\d8\fc\50ab6e66e3dead21d5afff006dc5298913a3064be2b1105359
Running setup.py bdist_wheel for absl-py ... done
Stored in directory: C:\Users\toddc\AppData\Local\pip\Cache\wheels\55\fd\b5\4db4cce08516c3aaa68ee4c843439f45c7fcf177320ba63d9f
Running setup.py bdist_wheel for opt-einsum ... done
Stored in directory: C:\Users\toddc\AppData\Local\pip\Cache\wheels\a4\ef\9d\e970bd80c07bc1e004c670522c41682d1b8c77706755a8f7ff
Running setup.py bdist_wheel for gast ... done
Stored in directory: C:\Users\toddc\AppData\Local\pip\Cache\wheels\46\85\ca\e81b54f271ca53efa4212d02e67e6ac7cbf413cd8c0342f976
Running setup.py bdist_wheel for wrapt ... done
Stored in directory: C:\Users\toddc\AppData\Local\pip\Cache\wheels\48\31\f6\4ebf38e9000388204ef6f1931a0cd48f9d75a12a9c6a328cfd
Successfully built termcolor absl-py opt-einsum gast wrapt
Installing collected packages: six, setuptools, grpcio, markdown, numpy, werkzeug, protobuf, wheel, pyasn1, rsa, cachetools, pyasn1-modules, google-auth, idna, urllib3, chardet, certifi, requests, oauthlib, requests-oauthlib, google-auth-oauthlib, absl-py, tensorboard, termcolor, h5py, keras-applications, google-pasta, keras-preprocessing, scipy, opt-einsum, tensorflow-estimator, gast, wrapt, astor, tensorflow
Successfully installed absl-py-0.9.0 astor-0.8.1 cachetools-4.0.0 certifi-2019.11.28 chardet-3.0.4 gast-0.2.2 google-auth-1.11.0 google-auth-oauthlib-0.4.1 google-pasta-0.1.8 grpcio-1.27.0 h5py-2.10.0 idna-2.8 keras-applications-1.0.8 keras-preprocessing-1.1.0 markdown-3.1.1 numpy-1.18.1 oauthlib-3.1.0 opt-einsum-3.1.0 protobuf-3.11.3 pyasn1-0.4.8 pyasn1-modules-0.2.8 requests-2.22.0 requests-oauthlib-1.3.0 rsa-4.0 scipy-1.4.1 setuptools-45.1.0 six-1.14.0 tensorboard-2.1.0 tensorflow-2.1.0 tensorflow-estimator-2.1.0 termcolor-1.1.0 urllib3-1.25.8 werkzeug-0.16.1 wheel-0.34.2 wrapt-1.11.2
You are using pip version 9.0.1, however version 20.0.2 is available.
You should consider upgrading via the 'python -m pip install --upgrade pip' command.
(tensorflow) C:\Users\toddc>
现在进入python，测试一下tensorflow是否可以使用
import tensorflow as tf
结果出错了。
前面省略\lib\imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: DLL load failed: 找不到指定的模块。
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/errors
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
>>>
照例是查攻略，试过了很多方法。
很多攻略是针对gpu版本的，我一开始不知道有区别，走了不少弯路。实际我安装的是cpu版本。
最后有看到有人写，可能是tensorflow版本太高，不支持。
于是卸载tensorflow
pip uninstall tensorflow
再安装低版本tensorflow（1.4版本）
(tensorflow) C:\Users\toddc>pip install tensorflow==1.4
Collecting tensorflow==1.4
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/76/7b/2048b4ecd88395ac16ab938e8675ffeda2acb60bc34f5ef63500eafafaf5/tensorflow-1.4.0-cp36-cp36m-win_amd64.whl (28.3MB)
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Requirement already satisfied: six>=1.10.0 in c:\users\toddc\anaconda3\envs\tensorflow\lib\site-packages (from tensorflow==1.4)
Requirement already satisfied: numpy>=1.12.1 in c:\users\toddc\anaconda3\envs\tensorflow\lib\site-packages (from tensorflow==1.4)
Collecting tensorflow-tensorboard<0.5.0,>=0.4.0rc1 (from tensorflow==1.4)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/e9/9f/5845c18f9df5e7ea638ecf3a272238f0e7671e454faa396b5188c6e6fc0a/tensorflow_tensorboard-0.4.0-py3-none-any.whl (1.7MB)
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Requirement already satisfied: wheel>=0.26 in c:\users\toddc\anaconda3\envs\tensorflow\lib\site-packages (from tensorflow==1.4)
Requirement already satisfied: protobuf>=3.3.0 in c:\users\toddc\anaconda3\envs\tensorflow\lib\site-packages (from tensorflow==1.4)
Collecting enum34>=1.1.6 (from tensorflow==1.4)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/af/42/cb9355df32c69b553e72a2e28daee25d1611d2c0d9c272aa1d34204205b2/enum34-1.1.6-py3-none-any.whl
Collecting bleach==1.5.0 (from tensorflow-tensorboard<0.5.0,>=0.4.0rc1->tensorflow==1.4)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/33/70/86c5fec937ea4964184d4d6c4f0b9551564f821e1c3575907639036d9b90/bleach-1.5.0-py2.py3-none-any.whl
Requirement already satisfied: werkzeug>=0.11.10 in c:\users\toddc\anaconda3\envs\tensorflow\lib\site-packages (from tensorflow-tensorboard<0.5.0,>=0.4.0rc1->tensorflow==1.4)
Requirement already satisfied: markdown>=2.6.8 in c:\users\toddc\anaconda3\envs\tensorflow\lib\site-packages (from tensorflow-tensorboard<0.5.0,>=0.4.0rc1->tensorflow==1.4)
Collecting html5lib==0.9999999 (from tensorflow-tensorboard<0.5.0,>=0.4.0rc1->tensorflow==1.4)
Downloading https://pypi.tuna.tsinghua.edu.cn/packages/ae/ae/bcb60402c60932b32dfaf19bb53870b29eda2cd17551ba5639219fb5ebf9/html5lib-0.9999999.tar.gz (889kB)
100% |████████████████████████████████| 890kB 862kB/s
Requirement already satisfied: setuptools in c:\users\toddc\anaconda3\envs\tensorflow\lib\site-packages (from protobuf>=3.3.0->tensorflow==1.4)
Building wheels for collected packages: html5lib
Running setup.py bdist_wheel for html5lib ... done
Stored in directory: C:\Users\toddc\AppData\Local\pip\Cache\wheels\f8\87\99\c66c7b2b044c8e8a616b0af37679025fa4c66afcbeaeffc3b5
Successfully built html5lib
Installing collected packages: html5lib, bleach, tensorflow-tensorboard, enum34, tensorflow
Successfully installed bleach-1.5.0 enum34-1.1.6 html5lib-0.9999999 tensorflow-1.4.0 tensorflow-tensorboard-0.4.0
You are using pip version 9.0.1, however version 20.0.2 is available.
You should consider upgrading via the 'python -m pip install --upgrade pip' command.
然后再次尝试
(tensorflow) C:\Users\toddc>python
Python 3.6.2 |Continuum Analytics, Inc.| (default, Jul 20 2017, 12:30:02) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
C:\Users\toddc\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\dtypes.py:469: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint8 = np.dtype([("qint8", np.int8, 1)])
C:\Users\toddc\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\dtypes.py:470: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint8 = np.dtype([("quint8", np.uint8, 1)])
C:\Users\toddc\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\dtypes.py:471: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint16 = np.dtype([("qint16", np.int16, 1)])
C:\Users\toddc\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\dtypes.py:472: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint16 = np.dtype([("quint16", np.uint16, 1)])
C:\Users\toddc\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\dtypes.py:473: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint32 = np.dtype([("qint32", np.int32, 1)])
C:\Users\toddc\Anaconda3\envs\tensorflow\lib\site-packages\tensorflow\python\framework\dtypes.py:476: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
np_resource = np.dtype([("resource", np.ubyte, 1)])
>>> tf.__version__
'1.4.0'
终于成功了。
