Hello , I originally made my python sensorflow program in WSL (Ubunutu) everything works great there. But i will soon need to run the program on a windows machine (inference portion of the code). But i am running into problems with my tensorflow/keras imports
PS C:\Users\myuser\Desktop\Code\APP_GUI> & C:/Users/myuser/miniconda3/envs/tf/python.exe c:/Users/myuser/Desktop/Code/APP_GUI/tensorflow.py
Traceback (most recent call last):
File "c:\Users\myuser\Desktop\Code\APP_GUI\tensorflow.py", line 14, in <module>
import tensorflow as tf
File "c:\Users\myuser\Desktop\Code\APP_GUI\tensorflow.py", line 16, in <module>
from tensorflow.keras.optimizers import RMSprop
ModuleNotFoundError: No module named 'tensorflow.keras'; 'tensorflow' is not a package
Code portion:
import tensorflow as tf
# print(tf.__version__)
from tensorflow.keras.optimizers import RMSprop
from keras.models import Sequential
from keras.layers import Conv2D, MaxPooling2D,Flatten,Dense
from keras.preprocessing import image
from keras.preprocessing.image import ImageDataGenerator
from PIL import ImageFile
I followed this tensorflow install guide for native windows. I do not need GPU support (but if there is a way to have GPU support on the latest tensorflow version on native windows ill be happy to know it) since i will not do anymore training.
When installing tensor flow i got an error
PS C:\Users\myuser\Desktop\Code\APP_GUI> python -m pip install "tensorflow<2.11"
ERROR: Could not find a version that satisfies the requirement tensorflow<2.11 (from versions: 2.12.0rc0, 2.12.0rc1, 2.12.0, 2.12.1, 2.13.0rc0, 2.13.0rc1, 2.13.0rc2, 2.13.0, 2.13.1, 2.14.0rc0, 2.14.0rc1, 2.14.0, 2.14.1, 2.15.0rc0, 2.15.0rc1, 2.15.0)
ERROR: No matching distribution found for tensorflow<2.11
So i just went ahead and installed tensorflow-cpu instead. and thats when i got the error above,
Name: keras
Version: 2.15.0
Summary: Deep learning for humans.
Home-page: https://keras.io/
Author: Keras team
Author-email: keras-users@googlegroups.com
License: Apache 2.0
Location: C:\Users\myuser\miniconda3\Lib\site-packages
Requires:
Required-by: tensorflow-intel
Name: tensorflow-cpu
Version: 2.15.0
Summary: TensorFlow is an open source machine learning framework for everyone.
Home-page: https://www.tensorflow.org/
Author: Google Inc.
Author-email: packages@tensorflow.org
License: Apache 2.0
Location: C:\Users\myuser\miniconda3\Lib\site-packages
Requires: tensorflow-intel
Required-by:
I even tried installing just ordinary tensor flow
Name: tensorflow
Version: 2.15.0
Summary: TensorFlow is an open source machine learning framework for everyone.
Home-page: https://www.tensorflow.org/
Author: Google Inc.
Author-email: packages@tensorflow.org
License: Apache 2.0
Location: C:\Users\myuser\miniconda3\Lib\site-packages
Requires: tensorflow-intel
Required-by:
Running the CPU install verification test also throw the exact same error:
PS C:\Users\myuser\Desktop\Code\APP_GUI> python -c "import tensorflow as tf; print(tf.reduce_sum(tf.random.normal([1000, 1000])))"
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "C:\Users\myuser\Desktop\Code\APP_GUI\tensorflow.py", line 16, in <module>
from tensorflow.keras.optimizers import RMSprop
ModuleNotFoundError: No module named 'tensorflow.keras'; 'tensorflow' is not a package
Can anyone help me what am i doing wrong?