按照以下顺序安装，注意这之前要装上cuda，并且tensorflow-gpu要最晚安装

pip install cudatoolkit==10.0.130-0
pip install cudnn=7.6.5
pip install tensorflow-gpu==1.3.1

在import tensorflow as tf时遇到下列报错：

TypeError: Descriptors cannot not be created directly.
If this call came from a _pb2.py file, your generated code is out of date and must be regenerated with protoc >= 3.19.0.
If you cannot immediately regenerate your protos, some other possible workarounds are:

  1. Downgrade the protobuf package to 3.20.x or lower.
  2. Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python (but this will use pure-Python parsing and will be much slower).

重新安装protobuf，选择版本为3.20.* 便可解决该问题
pip install protobuf==3.20.*

接下来再import TensorFlow，遇到下面问题

D:\Anaconda3\envs\PY373\lib\site-packages\tensorflow\python\framework\dtypes.py:526: 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)])
 D:\Anaconda3\envs\PY373\lib\site-packages\tensorflow\python\framework\dtypes.py:527: 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)])
 D:\Anaconda3\envs\PY373\lib\site-packages\tensorflow\python\framework\dtypes.py:528: 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)])
 D:\Anaconda3\envs\PY373\lib\site-packages\tensorflow\python\framework\dtypes.py:529: 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)])
 D:\Anaconda3\envs\PY373\lib\site-packages\tensorflow\python\framework\dtypes.py:530: 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)])
 D:\Anaconda3\envs\PY373\lib\site-packages\tensorflow\python\framework\dtypes.py:535: 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)])

给numpy降级即可解决
pip install -U numpy==1.16.4


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