tensorflowwindows安装

1.在python官网下载3.5 64位版本的python，并进行安装

https://www.python.org/

2.进行安装，配置环境变量

3.命令行执行pip3 install numpy

4.命令行执行pip3 install tensorflow

5.运行测试

将以下代码保存到test.py中，然后通过python test.py运行

import tensorflow as tf
import numpy as np
 
x_data = np.random.rand(100).astype(np.float32)
y_data = x_data*0.1 + 0.3
 
Weights = tf.Variable(tf.random_uniform([1], -1.0, 1.0))
biases = tf.Variable(tf.zeros([1]))
 
y = Weights*x_data + biases
 
loss = tf.reduce_mean(tf.square(y-y_data))
 
optimizer = tf.train.GradientDescentOptimizer(0.5)
train = optimizer.minimize(loss)
 
init = tf.global_variables_initializer()  
 
sess = tf.Session()
sess.run(init)
 
for step in range(201):
    sess.run(train)
    if step % 20 == 0:
        print(step, sess.run(Weights), sess.run(biases))

运行结果(我们计算 x*0.1+0.3=y tensorflow通过x与y的值，逼近0.1和0.3)

0 [-0.03866833] [ 0.56909722]
20 [ 0.0400503] [ 0.33504695]
40 [ 0.08370772] [ 0.30952457]
60 [ 0.09557232] [ 0.30258846]
80 [ 0.09879671] [ 0.30070347]
100 [ 0.099673] [ 0.30019119]
120 [ 0.09991115] [ 0.30005196]
140 [ 0.09997585] [ 0.30001414]
160 [ 0.09999346] [ 0.30000383]
180 [ 0.09999823] [ 0.30000106]
200 [ 0.09999952] [ 0.30000031]

6.如果出现报错，则安装搜索Microsoft Visual C++ 2015 Redistributable Update 3安装

https://www.microsoft.com/zh-CN/download/details.aspx?id=52685

Traceback (most recent call last):
  File "D:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line , in swig_import_helper
    return importlib.import_module(mname)
  File "D:\Python35\lib\importlib\__init__.py", line , in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line , in _gcd_import
  File "<frozen importlib._bootstrap>", line , in _find_and_load
  File "<frozen importlib._bootstrap>", line , in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line , in _load_unlocked
  File "<frozen importlib._bootstrap>", line , in module_from_spec
  File "<frozen importlib._bootstrap_external>", line , in create_module
  File "<frozen importlib._bootstrap>", line , in _call_with_frames_removed
ImportError: DLL load failed: 找不到指定的模块。
 
During handling of the above exception, another exception occurred:
 
Traceback (most recent call last):
  File "D:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line , in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "D:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line , in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "D:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line , in swig_import_helper
    return importlib.import_module('_pywrap_tensorflow_internal')
  File "D:\Python35\lib\importlib\__init__.py", line , in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
 
During handling of the above exception, another exception occurred:
 
Traceback (most recent call last):
  File "test.py", line , in <module>
    import tensorflow as tf
  File "D:\Python35\lib\site-packages\tensorflow\__init__.py", line , in <module>
    from tensorflow.python import *
  File "D:\Python35\lib\site-packages\tensorflow\python\__init__.py", line , in <module>
    from tensorflow.python import pywrap_tensorflow
  File "D:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line , in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "D:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line , in swig_import_helper
    return importlib.import_module(mname)
  File "D:\Python35\lib\importlib\__init__.py", line , in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line , in _gcd_import
  File "<frozen importlib._bootstrap>", line , in _find_and_load
  File "<frozen importlib._bootstrap>", line , in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line , in _load_unlocked
  File "<frozen importlib._bootstrap>", line , in module_from_spec
  File "<frozen importlib._bootstrap_external>", line , in create_module
  File "<frozen importlib._bootstrap>", line , in _call_with_frames_removed
ImportError: DLL load failed: 找不到指定的模块。
 
During handling of the above exception, another exception occurred:
 
Traceback (most recent call last):
  File "D:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line , in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "D:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line , in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "D:\Python35\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line , in swig_import_helper
    return importlib.import_module('_pywrap_tensorflow_internal')
  File "D:\Python35\lib\importlib\__init__.py", line , in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
 
Failed to load the native TensorFlow runtime.
 
See https://www.tensorflow.org/install/install_sources#common_installation_problems
 
for some common reasons and solutions.  Include the entire stack trace
above this error message when asking for help.