“类型同义词已被弃用;在未来的numpy版本中,它将被理解为(type, (1,)) / ‘(1,)type’。” 在TensorFlow中的问题

我安装了TensorFlow 1.10.1,但当我尝试导入TensorFlow时,提示我需要TensorFlow 1.10.0版本。因此,我安装了1.10.0,现在我得到了以下警告:

>>> import tensorflowC:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])C:\Users\PC\Anaconda3\envs\tut\lib\site-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)])

回答:

这只是一个警告,不是错误。出现这种情况是因为你当前的numpy库版本与TensorFlow版本不兼容。你需要降级numpy版本。

tensorflow 1.10.0 要求 numpy<=1.14.5,>=1.13.3,但你可能安装了更高版本(这个警告信息在最新的numpy版本1.17.0时出现)。

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