尝试运行 TensorBoard 时出现此错误：ImportError: cannot import name 'parameter_server_strategy_v2' from 'tensorflow.python.distribute'

如何解决尝试运行 TensorBoard 时出现此错误：ImportError: cannot import name 'parameter_server_strategy_v2' from 'tensorflow.python.distribute'

我想使用张量板但出现此错误：

ImportError: cannot import name 'parameter_server_strategy_v2' from 'tensorflow.python.distribute' (C:\Users\Connor Lab\AppData\Roaming\Python\Python37\site-packages\tensorflow\python\distribute\__init__.py)

我正在使用 keras 回调。代码如下：

model = [...]
logdir = os.path.join(os.curdir,"my_dir")
t_callback = TensorBoard(log_dir = logdir,histogram_freq=1)
model.fit(x,y,epochs=100,steps_per_epoch=50,callbacks=[t_callback],validation_data=val_data)

我使用的是 Windows 10，使用 Anaconda 运行 TensorFlow-gpu， 蟒蛇 3.7， tensorflow (-gpu) 版本是 2.3.0， 张量板 2.30 版

知道如何修复它吗？

我在 Pycharm 和 Jupiter 上都试过，同样的错误

完全错误

(gputest) C:\PycharmProjects\pythonProject\Learning>tensorboard --logdir=my_dir
2021-02-09 16:52:16.003796: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library cudart64_101.dll
Traceback (most recent call last):
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\Scripts\tensorboard-script.py",line 5,in <module>
    from tensorboard.main import run_main
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorboard\main.py",line 43,in <module>
    from tensorboard import default
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorboard\default.py",line 40,in <module>
    from tensorboard.plugins.beholder import beholder_plugin_loader
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorboard\plugins\beholder\__init__.py",line 22,in <module>
    from tensorboard.plugins.beholder.beholder import Beholder
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorboard\plugins\beholder\beholder.py",line 225,in <module>
    class BeholderHook(tf.estimator.SessionRunHook):
  File "C:\Users\Connor Lab\AppData\Roaming\Python\Python37\site-packages\tensorflow\python\util\lazy_loader.py",line 62,in __getattr__
    module = self._load()
  File "C:\Users\Connor Lab\AppData\Roaming\Python\Python37\site-packages\tensorflow\python\util\lazy_loader.py",line 45,in _load
    module = importlib.import_module(self.__name__)
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\importlib\__init__.py",line 127,in import_module
    return _bootstrap._gcd_import(name[level:],package,level)
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorflow_estimator\__init__.py",line 10,in <module>
    from tensorflow_estimator._api.v1 import estimator
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorflow_estimator\_api\v1\estimator\__init__.py",in <module>
    from tensorflow_estimator._api.v1.estimator import experimental
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorflow_estimator\_api\v1\estimator\experimental\__init__.py",in <module>
    from tensorflow_estimator.python.estimator.canned.dnn import dnn_logit_fn_builder
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorflow_estimator\python\estimator\canned\dnn.py",line 31,in <module>
    from tensorflow_estimator.python.estimator import estimator
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py",line 52,in <module>
    from tensorflow_estimator.python.estimator import run_config
  File "C:\Users\Connor Lab\anaconda3\envs\gputest\lib\site-packages\tensorflow_estimator\python\estimator\run_config.py",line 30,in <module>
    from tensorflow.python.distribute import parameter_server_strategy_v2
ImportError: cannot import name 'parameter_server_strategy_v2' from 'tensorflow.python.distribute' (C:\Users\Connor Lab\AppData\Roaming\Python\Python37\site-packages\tensorflow\python\distribute\__init__.py)