user2543622
Reputation: 6756
installing/upgrading tensorflow 2 on windows
I ran below command after opening cmd with admin rights. I currently have tensorflow '1.15.0' and my python is 3.7.3 and my pip is pip 19.3.1 from c:\users\nnn\anaconda3\lib\site-packages\pip (python 3.7)
- should i upgrade
grpcio? - do I need to worry about warnings in the update 2 below?
Error messages are
**ERROR: tensorboard 2.1.0 has requirement grpcio>=1.24.3, but you'll have grpcio 1.24.0 which is incompatible.**
Installing collected packages: tensorflow-estimator, scipy, tensorboard, tensorflow
Found existing installation: tensorflow-estimator 1.15.1
Uninstalling tensorflow-estimator-1.15.1:
Successfully uninstalled tensorflow-estimator-1.15.1
Found existing installation: scipy 1.2.1
Uninstalling scipy-1.2.1:
Successfully uninstalled scipy-1.2.1
**ERROR: Could not install packages due to an EnvironmentError: [WinError 5] Access is denied: 'c:\\users\\nnn\\anaconda3\\lib\\site-packages\\~cipy\\fftpack\\convolve.cp37-win_amd64.pyd'
Consider using the `--user` option or check the permissions.**
the command that i ran -
C:\WINDOWS\system32>pip install --upgrade tensorflow
Collecting tensorflow
Downloading https://files.pythonhosted.org/packages/34/d5/ce8c17971067c0184c9045112b755be5461d5ce5253ef65a367e1298d7c5/tensorflow-2.1.0-cp37-cp37m-win_amd64.whl (355.8MB)
|████████████████████████████████| 355.9MB 9.7kB/s
Requirement already satisfied, skipping upgrade: keras-applications>=1.0.8 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.0.8)
Requirement already satisfied, skipping upgrade: gast==0.2.2 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.2.2)
Requirement already satisfied, skipping upgrade: wrapt>=1.11.1 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.11.2)
Requirement already satisfied, skipping upgrade: termcolor>=1.1.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.1.0)
Collecting tensorflow-estimator<2.2.0,>=2.1.0rc0
Downloading https://files.pythonhosted.org/packages/18/90/b77c328a1304437ab1310b463e533fa7689f4bfc41549593056d812fab8e/tensorflow_estimator-2.1.0-py2.py3-none-any.whl (448kB)
|████████████████████████████████| 450kB 939kB/s
Requirement already satisfied, skipping upgrade: wheel>=0.26; python_version >= "3" in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.33.4)
Requirement already satisfied, skipping upgrade: keras-preprocessing>=1.1.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.1.0)
Collecting scipy==1.4.1; python_version >= "3"
Downloading https://files.pythonhosted.org/packages/61/51/046cbc61c7607e5ecead6ff1a9453fba5e7e47a5ea8d608cc7036586a5ef/scipy-1.4.1-cp37-cp37m-win_amd64.whl (30.9MB)
|████████████████████████████████| 30.9MB 2.2MB/s
Requirement already satisfied, skipping upgrade: astor>=0.6.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.8.0)
Requirement already satisfied, skipping upgrade: six>=1.12.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.12.0)
Requirement already satisfied, skipping upgrade: google-pasta>=0.1.6 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.1.7)
Requirement already satisfied, skipping upgrade: absl-py>=0.7.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.8.0)
Requirement already satisfied, skipping upgrade: opt-einsum>=2.3.2 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (3.1.0)
Requirement already satisfied, skipping upgrade: grpcio>=1.8.6 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.24.0)
Collecting tensorboard<2.2.0,>=2.1.0
Downloading https://files.pythonhosted.org/packages/40/23/53ffe290341cd0855d595b0a2e7485932f473798af173bbe3a584b99bb06/tensorboard-2.1.0-py3-none-any.whl (3.8MB)
|████████████████████████████████| 3.8MB 1.6MB/s
Requirement already satisfied, skipping upgrade: protobuf>=3.8.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (3.9.2)
Requirement already satisfied, skipping upgrade: numpy<2.0,>=1.16.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.16.4)
Requirement already satisfied, skipping upgrade: h5py in c:\users\nnn\anaconda3\lib\site-packages (from keras-applications>=1.0.8->tensorflow) (2.9.0)
Requirement already satisfied, skipping upgrade: werkzeug>=0.11.15 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (0.15.4)
Requirement already satisfied, skipping upgrade: requests<3,>=2.21.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (2.21.0)
Requirement already satisfied, skipping upgrade: google-auth-oauthlib<0.5,>=0.4.1 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (0.4.1)
Requirement already satisfied, skipping upgrade: setuptools>=41.0.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (41.0.1)
Requirement already satisfied, skipping upgrade: markdown>=2.6.8 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (3.1.1)
Requirement already satisfied, skipping upgrade: google-auth<2,>=1.6.3 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (1.10.0)
Requirement already satisfied, skipping upgrade: idna<2.9,>=2.5 in c:\users\nnn\anaconda3\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow) (2.6)
Requirement already satisfied, skipping upgrade: urllib3<1.25,>=1.21.1 in c:\users\nnn\anaconda3\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow) (1.22)
Requirement already satisfied, skipping upgrade: certifi>=2017.4.17 in c:\users\nnn\anaconda3\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow) (2019.6.16)
Requirement already satisfied, skipping upgrade: chardet<3.1.0,>=3.0.2 in c:\users\nnn\anaconda3\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow) (3.0.4)
Requirement already satisfied, skipping upgrade: requests-oauthlib>=0.7.0 in c:\users\nnn\anaconda3\lib\site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.2.0,>=2.1.0->tensorflow) (1.3.0)
Requirement already satisfied, skipping upgrade: cachetools<5.0,>=2.0.0 in c:\users\nnn\anaconda3\lib\site-packages (from google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow) (4.0.0)
Requirement already satisfied, skipping upgrade: rsa<4.1,>=3.1.4 in c:\users\nnn\anaconda3\lib\site-packages (from google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow) (4.0)
Requirement already satisfied, skipping upgrade: pyasn1-modules>=0.2.1 in c:\users\nnn\anaconda3\lib\site-packages (from google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow) (0.2.7)
Requirement already satisfied, skipping upgrade: oauthlib>=3.0.0 in c:\users\nnn\anaconda3\lib\site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.2.0,>=2.1.0->tensorflow) (3.1.0)
Requirement already satisfied, skipping upgrade: pyasn1>=0.1.3 in c:\users\nnn\anaconda3\lib\site-packages (from rsa<4.1,>=3.1.4->google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow) (0.4.8)
**ERROR: tensorboard 2.1.0 has requirement grpcio>=1.24.3, but you'll have grpcio 1.24.0 which is incompatible.**
Installing collected packages: tensorflow-estimator, scipy, tensorboard, tensorflow
Found existing installation: tensorflow-estimator 1.15.1
Uninstalling tensorflow-estimator-1.15.1:
Successfully uninstalled tensorflow-estimator-1.15.1
Found existing installation: scipy 1.2.1
Uninstalling scipy-1.2.1:
Successfully uninstalled scipy-1.2.1
**ERROR: Could not install packages due to an EnvironmentError: [WinError 5] Access is denied: 'c:\\users\\nnn\\anaconda3\\lib\\site-packages\\~cipy\\fftpack\\convolve.cp37-win_amd64.pyd'
Consider using the `--user` option or check the permissions.**
----------------update 2
I tried running same command with --user option and also updated grpcio and i get below message. The error message is at the bottom. Do i have to activate conda enviroment to use tensorflow 2? cannot i used directly in windows as I had used used previous versions or tensorflow?
C:\WINDOWS\system32>pip install --upgrade grpcio --user
Collecting grpcio
Downloading https://files.pythonhosted.org/packages/8b/14/ab1501cfff78b88d7368659b227c603d7599dd25226ff682c71334e78aed/grpcio-1.26.0-cp37-cp37m-win_amd64.whl (1.8MB)
|████████████████████████████████| 1.8MB 139kB/s
Requirement already satisfied, skipping upgrade: six>=1.5.2 in c:\users\nnn\anaconda3\lib\site-packages (from grpcio) (1.12.0)
Installing collected packages: grpcio
Successfully installed grpcio-1.26.0
then
C:\WINDOWS\system32>pip install --upgrade tensorflow --user
Requirement already up-to-date: tensorflow in c:\users\nnn\appdata\roaming\python\python37\site-packages (2.1.0)
Requirement already satisfied, skipping upgrade: gast==0.2.2 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.2.2)
Requirement already satisfied, skipping upgrade: protobuf>=3.8.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (3.9.2)
Requirement already satisfied, skipping upgrade: six>=1.12.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.12.0)
Requirement already satisfied, skipping upgrade: tensorflow-estimator<2.2.0,>=2.1.0rc0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (2.1.0)
Requirement already satisfied, skipping upgrade: scipy==1.4.1; python_version >= "3" in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.4.1)
Requirement already satisfied, skipping upgrade: numpy<2.0,>=1.16.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.16.4)
Requirement already satisfied, skipping upgrade: tensorboard<2.2.0,>=2.1.0 in c:\users\nnn\appdata\roaming\python\python37\site-packages (from tensorflow) (2.1.0)
Requirement already satisfied, skipping upgrade: wheel>=0.26; python_version >= "3" in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.33.4)
Requirement already satisfied, skipping upgrade: keras-applications>=1.0.8 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.0.8)
Requirement already satisfied, skipping upgrade: wrapt>=1.11.1 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.11.2)
Requirement already satisfied, skipping upgrade: grpcio>=1.8.6 in c:\users\nnn\appdata\roaming\python\python37\site-packages (from tensorflow) (1.26.0)
Requirement already satisfied, skipping upgrade: opt-einsum>=2.3.2 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (3.1.0)
Requirement already satisfied, skipping upgrade: termcolor>=1.1.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.1.0)
Requirement already satisfied, skipping upgrade: keras-preprocessing>=1.1.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (1.1.0)
Requirement already satisfied, skipping upgrade: google-pasta>=0.1.6 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.1.7)
Requirement already satisfied, skipping upgrade: astor>=0.6.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.8.0)
Requirement already satisfied, skipping upgrade: absl-py>=0.7.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorflow) (0.8.0)
Requirement already satisfied, skipping upgrade: setuptools in c:\users\nnn\anaconda3\lib\site-packages (from protobuf>=3.8.0->tensorflow) (41.0.1)
Requirement already satisfied, skipping upgrade: google-auth-oauthlib<0.5,>=0.4.1 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (0.4.1)
Requirement already satisfied, skipping upgrade: requests<3,>=2.21.0 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (2.21.0)
Requirement already satisfied, skipping upgrade: google-auth<2,>=1.6.3 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (1.10.0)
Requirement already satisfied, skipping upgrade: markdown>=2.6.8 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (3.1.1)
Requirement already satisfied, skipping upgrade: werkzeug>=0.11.15 in c:\users\nnn\anaconda3\lib\site-packages (from tensorboard<2.2.0,>=2.1.0->tensorflow) (0.15.4)
Requirement already satisfied, skipping upgrade: h5py in c:\users\nnn\anaconda3\lib\site-packages (from keras-applications>=1.0.8->tensorflow) (2.9.0)
Requirement already satisfied, skipping upgrade: requests-oauthlib>=0.7.0 in c:\users\nnn\anaconda3\lib\site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.2.0,>=2.1.0->tensorflow) (1.3.0)
Requirement already satisfied, skipping upgrade: certifi>=2017.4.17 in c:\users\nnn\anaconda3\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow) (2019.6.16)
Requirement already satisfied, skipping upgrade: chardet<3.1.0,>=3.0.2 in c:\users\nnn\anaconda3\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow) (3.0.4)
Requirement already satisfied, skipping upgrade: urllib3<1.25,>=1.21.1 in c:\users\nnn\anaconda3\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow) (1.22)
Requirement already satisfied, skipping upgrade: idna<2.9,>=2.5 in c:\users\nnn\anaconda3\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.2.0,>=2.1.0->tensorflow) (2.6)
Requirement already satisfied, skipping upgrade: pyasn1-modules>=0.2.1 in c:\users\nnn\anaconda3\lib\site-packages (from google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow) (0.2.7)
Requirement already satisfied, skipping upgrade: rsa<4.1,>=3.1.4 in c:\users\nnn\anaconda3\lib\site-packages (from google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow) (4.0)
Requirement already satisfied, skipping upgrade: cachetools<5.0,>=2.0.0 in c:\users\nnn\anaconda3\lib\site-packages (from google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow) (4.0.0)
Requirement already satisfied, skipping upgrade: oauthlib>=3.0.0 in c:\users\nnn\anaconda3\lib\site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.2.0,>=2.1.0->tensorflow) (3.1.0)
Requirement already satisfied, skipping upgrade: pyasn1<0.5.0,>=0.4.6 in c:\users\nnn\anaconda3\lib\site-packages (from pyasn1-modules>=0.2.1->google-auth<2,>=1.6.3->tensorboard<2.2.0,>=2.1.0->tensorflow) (0.4.8)
The error message --------->
C:\Users\nnn>python
Python 3.7.3 (default, Apr 24 2019, 15:29:51) [MSC v.1915 64 bit (AMD64)] :: Anaconda, Inc. on win32
Warning:
This Python interpreter is in a conda environment, but the environment has
not been activated. Libraries may fail to load. To activate this environment
please see https://conda.io/activation
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
Traceback (most recent call last):
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\nnn\Anaconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\nnn\Anaconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: The specified module could not be found.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow\__init__.py", line 101, in <module>
from tensorflow_core import *
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\nnn\Anaconda3\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\nnn\AppData\Roaming\Python\Python37\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\nnn\Anaconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\nnn\Anaconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: The specified module could not be found.
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/errors
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
Upvotes: 0
Views: 2767
Answers (1)
Daniel
Reputation: 393
Have you tried to activate the anaconda environment?
C:\Users\nnn>python
Python 3.7.3 (default, Apr 24 2019, 15:29:51) [MSC v.1915 64 bit (AMD64)] :: Anaconda, Inc. on win32
Warning:
This Python interpreter is in a conda environment, but the environment has
not been activated. Libraries may fail to load. To activate this environment
please see https://conda.io/activation
.....
Failed to load the native TensorFlow runtime.
based on the Conda documentation: https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#activating-an-environment
You may receive a warning message if you have not activated your environment:
Warning: This Python interpreter is in a conda environment, but the environment has not been activated. Libraries may fail to load. To activate this environment please see https://conda.io/activation.
If you receive this warning, you need to activate your environment. To do so on Windows, run: c:\Anaconda3\Scripts\activate base in Anaconda Prompt.
Upvotes: 1
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