出现cannot import name 'export_saved_model' from 'tensorflow.python.keras.saving.saved_model'的报错该怎么办
时间: 2024-02-16 22:04:07 浏览: 117
这个错误通常是因为你的 TensorFlow 版本过低导致的。`export_saved_model` 是 TensorFlow 2.3.0 版本引入的 API。
解决方法是更新 TensorFlow 到最新版本。你可以使用以下命令更新:
```python
pip install --upgrade tensorflow
```
如果你使用的是 Anaconda,可以使用以下命令更新:
```python
conda install tensorflow
```
注意,在更新 TensorFlow 之前,你需要确保已经安装了 TensorFlow。
相关问题
在tensorflow1.1.4版本中出现cannot import name 'export_saved_model' from 'tensorflow.python.keras.saving.saved_model'的报错,该怎么办
在TensorFlow 1.1.4版本中,`export_saved_model`函数是没有实现的,因此无法从`tensorflow.python.keras.saving.saved_model`中导入。
如果您需要导出SavedModel,可以使用下面的代码:
```python
import tensorflow as tf
# Build and train your model
# Export the model as a SavedModel
with tf.Session(graph=tf.Graph()) as sess:
# Build the model graph
# ...
# Train the model
# ...
# Export the model as a SavedModel
builder = tf.saved_model.builder.SavedModelBuilder('/path/to/export/dir')
builder.add_meta_graph_and_variables(sess, [tf.saved_model.tag_constants.SERVING], signature_def_map={
'predict': predict_signature_def,
'train': train_signature_def,
# Add additional signature defs as needed
})
builder.save()
```
请注意,此代码是基于TensorFlow 1.1.4版本,如果您使用的是其他版本,则可能需要进行适当的修改。
ImportError: cannot import name 'export_saved_model' from 'tensorflow.python.keras.saving.saved_model'
This error occurs when the `export_saved_model` function cannot be imported from the `tensorflow.python.keras.saving.saved_model` module. This could be due to an outdated version of TensorFlow or an issue with the installation.
To resolve this issue, try updating TensorFlow to the latest version using the following command:
```
pip install --upgrade tensorflow
```
If the issue persists, try reinstalling TensorFlow:
```
pip uninstall tensorflow
pip install tensorflow
```