TensorFlow使用WIndows pip安装

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实现

首先由两种版本可以选择,cpu和gpu版本。gpu会比cpu快很多,所以建议优先考虑使用gpu版本。
使用gpu版本是有条件的,那就是NVIDIA 版本的显卡。

前提是已经安装Python 和 pip

# CPU 版的C:\> pip install tensorflow# GPU 版的C:\> pip install tensorflow-gpu

注意 Windows 运行 Tensorflow 如果遇到这个报错:

Error importing tensorflow.  Unless you are using bazel,you should not try to import tensorflow from its source directory;please exit the tensorflow source tree, and relaunch your python interpreterfrom there.

不要惊慌, 尝试下载安装 Windows 的 Microsoft Visual C++ 2015 redistributable update 3 64 bit. 就能解决这个问题.

参考链接:莫烦PYTHON

测试

运行这段代码,没问题说明成功了

import tensorflow

报错

如果gpu不是NVIDIA 的话会报一下错,解决方法就是装cpu版本的。如果你已经确定你的显卡就是NVIDIA,那么就是你的cuDNN 模块没装上,也就是你得去更新驱动

File "C:\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 18, in swig_import_helper    return importlib.import_module(mname)  File "C:\Anaconda3\lib\importlib\__init__.py", line 126, in import_module    return _bootstrap._gcd_import(name[level:], package, level)  File "<frozen importlib._bootstrap>", line 986, in _gcd_import  File "<frozen importlib._bootstrap>", line 969, in _find_and_load  File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked  File "<frozen importlib._bootstrap>", line 666, in _load_unlocked  File "<frozen importlib._bootstrap>", line 577, in module_from_spec  File "<frozen importlib._bootstrap_external>", line 906, in create_module  File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removedImportError: DLL load failed: The specified module could not be found.During handling of the above exception, another exception occurred:Traceback (most recent call last):  File "C:\Anaconda3\lib\site-packages\tensorflow\python\__init__.py", line 66, in <module>    from tensorflow.python import pywrap_tensorflow  File "C:\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 21, in <module>    _pywrap_tensorflow = swig_import_helper()  File "C:\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 20, in swig_import_helper    return importlib.import_module('_pywrap_tensorflow')  File "C:\Anaconda3\lib\importlib\__init__.py", line 126, in import_module    return _bootstrap._gcd_import(name[level:], package, level)ImportError: No module named '_pywrap_tensorflow'