tensorflow與numpy的版本相容性問題的解決
阿新 • • 發佈:2021-01-12
在Python互動式視窗匯入tensorflow出現了下面的錯誤:
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,)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,)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,)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,)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,)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)]) /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:542: FutureWarning: Passing (type,1)]) /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:543: FutureWarning: Passing (type,1)]) /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:544: FutureWarning: Passing (type,1)]) /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:545: FutureWarning: Passing (type,1)]) /usr/local/lib/python3.6/dist-packages/tensorboard/compat/tensorflow_stub/dtypes.py:550: FutureWarning: Passing (type,1)])
我的錯誤原因是numpy的版本較高造成的,換成1.14.0版本後解決了
出錯時的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:
安裝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,"credits" or "license" for more information. >>> import tensorflow as tf; >>> tf.__version__ '1.14.0' >>>
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