Python 导致问题的Tensorflow的多个版本

说来话长：我使用了一个AmazonEC2实例，并试图使用这个名为Ampligraph的包，它在内部使用TensorFlow（TF）。我用这个通过PIP安装了它。我运行下面的脚本将模型加载到系统中

from ampligraph.utils import restore_model
model = restore_model(model_name_path = model_path)

它给了我'AttributeError:模块'tensorflow'没有'random'属性

我关注了多个StackOverFlow帖子，比如，我知道我的TF版本有问题

当我运行下面的命令检查TF版本时

python3 -c 'import tensorflow as tf; print(tf.__version__)'

这就是我得到的：

I tensorflow/stream_executor/dso_loader.cc:126] Couldn't open CUDA library libcudnn.so.5. LD_LIBRARY_PATH: /usr/local/cuda/lib64:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64
I tensorflow/stream_executor/cuda/cuda_dnn.cc:3517] Unable to load cuDNN DSO
I tensorflow/stream_executor/dso_loader.cc:135] successfully opened CUDA library libcufft.so.8.0 locally
I tensorflow/stream_executor/dso_loader.cc:135] successfully opened CUDA library libcuda.so.1 locally
I tensorflow/stream_executor/dso_loader.cc:135] successfully opened CUDA library libcurand.so.8.0 locally
/home/ubuntu/.local/lib/python3.5/site-packages/tensorflow/python/framework/dtypes.py:455: 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)])
/home/ubuntu/.local/lib/python3.5/site-packages/tensorflow/python/framework/dtypes.py:456: 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)])
/home/ubuntu/.local/lib/python3.5/site-packages/tensorflow/python/framework/dtypes.py:457: 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)])
/home/ubuntu/.local/lib/python3.5/site-packages/tensorflow/python/framework/dtypes.py:458: 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)])
/home/ubuntu/.local/lib/python3.5/site-packages/tensorflow/python/framework/dtypes.py:459: 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)])
1.0.1

所以，我知道TF的版本是1.0.1（最后一行）

同样，我通过pip安装了TF：

sudo pip3 install tensorflow==1.13.1

它安装成功。但是，当我运行命令检查TF版本时，它显示与上面相同的消息，并且版本仍然是1.0.1

我做错了什么

抱歉发了这么长的邮件

---

谢谢

首先，检查

pip3

是否与别名为

python3

的解释器匹配：run

$ pip3 --version

并检查解释器版本是否为3.5。示例输出：

pip 19.3.1 from /usr/lib64/python3.5/site-packages/pip (python 3.5)

并检查是否列出了

tensorflow

。如果是，请仅卸载一个用户：

$ pip3 uninstall tensorflow --user

或者升级并卸载全局版本：

$ pip3 install tensorflow --upgrade --user
$ sudo pip3 uninstall tensorflow -y

---

首先，检查

pip3

是否与别名为

python3

的解释器匹配（运行

pip3--version

并检查解释器版本是否为3.5）。其次，您可能同时为同一个解释器安装了两个版本的

tensorflow

——全局版本（通过

sudo-pip3-install-tensorflow

安装）和用户版本（通过

pip3-install-tensorflow-user

安装，注意没有使用

sudo

）。要检查这一点，请运行

pip3 list--user

并检查是否列出了

tensorflow

。如果是，请仅卸载一个用户（

pip3 uninstall tensorflow--user

）或对其进行升级。请将此添加为答案。这对我来说很好，我愿意接受。非常感谢。我做了第一步：pip3——版本，得到了类似的输出。但是，对于同一个用户，我有两个版本的tensorflow，gpu和cpu版本。删除了gpu版本并开始工作。很高兴我能帮上忙！

$ pip3 install tensorflow --upgrade --user
$ sudo pip3 uninstall tensorflow -y