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    tensorflow与numpy的版本兼容性问题的解决

    作者:极客字节 时间:2021-02-10 21:07

    在Python交互式窗口导入tensorflow出现了下面的错误:

    root@ubuntu:~# python3 
    Python 3.6.8 (default, Oct 7 2019, 12:59:55) 
    [GCC 8.3.0] on linux
    Type "help", "copyright", "credits" or "license" for more information.
    >>> import tensorflow as tf;
    /usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:516: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:517: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:518: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:519: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:520: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:525: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:541: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:542: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:543: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:544: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:545: 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)])
    /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:550: 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)])
    

    我的错误原因是numpy的版本较高造成的,换成1.14.0版本后解决了

    出错时的Numpy版本

    root@ubuntu:~# pip3 show numpy
    Name: numpy
    Version: 1.17.3
    Summary: NumPy is the fundamental package for array computing with Python.
    Home-page: https://www.numpy.org
    Author: Travis E. Oliphant et al.
    Author-email: None
    License: BSD
    Location: /usr/local/lib/python3.6/dist-packages
    Requires: 
    

    安装1.14.0的Numpy版本

    root@ubuntu:~# pip3 install numpy==1.14.0
    Collecting numpy==1.14.0
     Downloading https://files.pythonhosted.org/packages/dc/ac/5c270dffb864f23315e9c1f9e0a0b300c797b3c170666c031c4de42aacae/numpy-1.14.0-cp36-cp36m-manylinux1_x86_64.whl (17.2MB)
      100% |████████████████████████████████| 17.2MB 75kB/s 
    Installing collected packages: numpy
    Successfully installed numpy-1.14.0
    root@ubuntu:~# python3
    Python 3.6.8 (default, Oct 7 2019, 12:59:55) 
    [GCC 8.3.0] on linux
    Type "help", "copyright", "credits" or "license" for more information.
    >>> import tensorflow as tf;
    >>> tf.__version__
    '1.14.0'
    >>>
    
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