Error while importing tensorflow from Spyder

I am able to import tensorflow from python terminal outside of Spyder editor but unfortunately, it is showing an error while importing tensorflow package. Error is listed below:

import tensorflow as tf

2022-04-28 21:44:42.471112: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll
Error in callback <bound method AutoreloadMagics.post_execute_hook of <autoreload.AutoreloadMagics object at 0x000001E4926584C8>> (for post_execute):
Traceback (most recent call last):

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\IPython\extensions\autoreload.py", line 538, in post_execute_hook
    _, pymtime = self._reloader.filename_and_mtime(sys.modules[modname])

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\IPython\extensions\autoreload.py", line 184, in filename_and_mtime
    if not hasattr(module, '__file__') or module.__file__ is None:

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
    module = self._load()

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow\__init__.py", line 44, in _load
    module = _importlib.import_module(self.__name__)

  File "C:\Users\suman\miniconda3\envs\TF15\lib\importlib\__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)

  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import

  File "<frozen importlib._bootstrap>", line 983, in _find_and_load

  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked

  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked

  File "<frozen importlib._bootstrap_external>", line 728, in exec_module

  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_core\contrib\__init__.py", line 39, in <module>
    from tensorflow.contrib import compiler

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_core\contrib\compiler\__init__.py", line 21, in <module>
    from tensorflow.contrib.compiler import jit

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_core\contrib\compiler\__init__.py", line 22, in <module>
    from tensorflow.contrib.compiler import xla

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_core\contrib\compiler\xla.py", line 22, in <module>
    from tensorflow.python.estimator import model_fn as model_fn_lib

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_core\python\estimator\model_fn.py", line 26, in <module>
    from tensorflow_estimator.python.estimator import model_fn

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_estimator\__init__.py", line 10, in <module>
    from tensorflow_estimator._api.v1 import estimator

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_estimator\_api\v1\estimator\__init__.py", line 10, in <module>
    from tensorflow_estimator._api.v1.estimator import experimental

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_estimator\_api\v1\estimator\experimental\__init__.py", line 10, in <module>
    from tensorflow_estimator.python.estimator.canned.dnn import dnn_logit_fn_builder

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_estimator\python\estimator\canned\dnn.py", line 27, in <module>
    from tensorflow_estimator.python.estimator import estimator

  File "C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 36, in <module>
    from tensorflow.python.profiler import trace

ImportError: cannot import name 'trace' from 'tensorflow.python.profiler' (C:\Users\suman\miniconda3\envs\TF15\lib\site-packages\tensorflow_core\python\profiler\__init__.py)


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Anyone, please help me to fix it.

I am using Windows 11 and the latest Spyder editor.

[dalthviz]

@SanjuSoni you will need to manually downgrade tensorflow-estimator to 1.15 (not sure why but conda install tensorflow-gpu=1.15 installs tensorflow-estimator 2.6.0 which I would say is incompatible with tensorflow 1.15.0). For that, run from an Anaconda prompt with your env activated conda install tensorflow-estimator=1.15

This issue is not directly related with Spyder but let us know if the above helps

[sumantkrsoni]

You are Genius @dalthviz SIr.

It works for both environments TF15 and Tf2 after degrading the tensorflow-estimator.

In TF15 env

import tensorflow as tf

2022-04-29 11:48:54.814574: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll

tf.version Out[2]: ‘1.15.0’

=========================

In TF2 env

import tensorflow as tf

tf.version Out[2]: ‘2.6.0’

===========================

Thanks for your valuable support!!!