tensorflow 2.3下的tensorflow集线器导入错误

Question

我的环境：Windows 10

Python 3.8.8(在带有cuda 10.1的anaconda gpu环境中(

tensorflow             2.3.0
tensorflow-estimator   2.3.0
tensorflow-hub         0.8.0

使用import tensorflow_hub as hub时出错

我收到的错误消息：

---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
<ipython-input-30-09d6b3aaf170> in <module>
4 from tensorflow.keras.models import Model
5 from tensorflow.keras.callbacks import ModelCheckpoint
----> 6 import tensorflow_hub as hub
7 
8 import tokenization
~.condaenvsnlplibsite-packagestensorflow_hub__init__.py in <module>
27 # error message is thrown instead of an obscure error of missing
28 # symbols at executing the imports.
---> 29 from tensorflow_hub.estimator import LatestModuleExporter
30 from tensorflow_hub.estimator import register_module_for_export
31 from tensorflow_hub.feature_column import image_embedding_column
~.condaenvsnlplibsite-packagestensorflow_hubestimator.py in <module>
62 
63 
---> 64 class LatestModuleExporter(tf_v1.estimator.Exporter):
65   """Regularly exports registered modules into timestamped directories.
66 
~.condaenvsnlplibsite-packagestensorflowpythonutillazy_loader.py in __getattr__(self, item)
60 
61   def __getattr__(self, item):
---> 62     module = self._load()
63     return getattr(module, item)
64 
~.condaenvsnlplibsite-packagestensorflowpythonutillazy_loader.py in _load(self)
43     """Load the module and insert it into the parent's globals."""
44     # Import the target module and insert it into the parent's namespace
---> 45     module = importlib.import_module(self.__name__)
46     self._parent_module_globals[self._local_name] = module
47 
~.condaenvsnlplibimportlib__init__.py in import_module(name, package)
125                 break
126             level += 1
--> 127     return _bootstrap._gcd_import(name[level:], package, level)
128 
129 
~.condaenvsnlplibsite-packagestensorflow_estimatorpythonestimatorapi__init__.py in <module>
8 import sys as _sys
9 
---> 10 from tensorflow_estimator.python.estimator.api._v1 import estimator
11 
12 del _print_function
~.condaenvsnlplibsite-packagestensorflow_estimatorpythonestimatorapi_v1estimator__init__.py in <module>
8 import sys as _sys
9 
---> 10 from tensorflow_estimator.python.estimator.api._v1.estimator import experimental
11 from tensorflow_estimator.python.estimator.api._v1.estimator import export
12 from tensorflow_estimator.python.estimator.api._v1.estimator import inputs
~.condaenvsnlplibsite-packagestensorflow_estimatorpythonestimatorapi_v1estimatorexperimental__init__.py in <module>
8 import sys as _sys
9 
---> 10 from tensorflow_estimator.python.estimator.canned.dnn import dnn_logit_fn_builder
11 from tensorflow_estimator.python.estimator.canned.kmeans import KMeansClustering as KMeans
12 from tensorflow_estimator.python.estimator.canned.linear import LinearSDCA
~.condaenvsnlplibsite-packagestensorflow_estimatorpythonestimatorcanneddnn.py in <module>
29 from tensorflow.python.keras.utils import losses_utils
30 from tensorflow.python.util.tf_export import estimator_export
---> 31 from tensorflow_estimator.python.estimator import estimator
32 from tensorflow_estimator.python.estimator.canned import head as head_lib
33 from tensorflow_estimator.python.estimator.canned import optimizers
~.condaenvsnlplibsite-packagestensorflow_estimatorpythonestimatorestimator.py in <module>
50 from tensorflow.python.util.tf_export import estimator_export
51 from tensorflow_estimator.python.estimator import model_fn as model_fn_lib
---> 52 from tensorflow_estimator.python.estimator import run_config
53 from tensorflow_estimator.python.estimator import util as estimator_util
54 from tensorflow_estimator.python.estimator.export import export_lib
~.condaenvsnlplibsite-packagestensorflow_estimator__init__.py in <module>
8 import sys as _sys
9 
---> 10 from tensorflow_estimator._api.v1 import estimator
11 
12 del _print_function
~.condaenvsnlplibsite-packagestensorflow_estimator_apiv1estimator__init__.py in <module>
8 import sys as _sys
9 
---> 10 from tensorflow_estimator._api.v1.estimator import experimental
11 from tensorflow_estimator._api.v1.estimator import export
12 from tensorflow_estimator._api.v1.estimator import inputs
~.condaenvsnlplibsite-packagestensorflow_estimator_apiv1estimatorexperimental__init__.py in <module>
8 import sys as _sys
9 
---> 10 from tensorflow_estimator.python.estimator.canned.dnn import dnn_logit_fn_builder
11 from tensorflow_estimator.python.estimator.canned.kmeans import KMeansClustering as KMeans
12 from tensorflow_estimator.python.estimator.canned.linear import LinearSDCA
ImportError: cannot import name 'dnn_logit_fn_builder' from partially initialized module 'tensorflow_estimator.python.estimator.canned.dnn' (most likely due to a circular import) (C:UsersAdmin.condaenvsnlplibsite-packagestensorflow_estimatorpythonestimatorcanneddnn.py)

Answer 1

通过安装最新的tensorflow集线器版本解决

pip install --upgrade tensorflow_hub

当前版本：

tensorflow-hub 0.12.0