'Getting error in Spyder Anaconda from Keras Libraries CNN: WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation
I am trying to implement the Keras libraries for Convolutional Neural Networks on my Spyder IDE using Anaconda as such:
from keras.models import Sequential
from keras.layers import Conv2D
from keras.layers import MaxPooling2D
from keras.layers import Flatten
from keras.layers import Dense
When I just execute this piece of code, I get this error:
runcell(0, 'C:/Users/shubh/Desktop/P14-Convolutional-Neural-Networks/Convolutional_Neural_Networks/myCNN.py')
Using TensorFlow backend.
WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation.
WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation.
WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation.
WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation.
WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation.
WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation.
WARNING:root:Limited tf.summary API due to missing TensorBoard installation.
WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation.
WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation.
WARNING:root:Limited tf.compat.v2.summary API due to missing TensorBoard installation.
I downgraded from Python 3.7 to 3.6 so I can use Keras and Tensorflow. I did an Artificial Neural Network program and it worked successfully. But when I import these libraries for CNN, I am getting these errors. And I understand it says missing Tensorboard installation, how if this is the solution, please advise me on how to do this as I haven't seen any sources that have worked for me. Again, I use anaconda, not pip.
Thanks!
Solution 1:[1]
This is just a warning. Have you tried running your CNN?
Here is a Github issue that talks about what you are seeing
Solution 2:[2]
This eliminated the warning for me:
pip uninstall tensorboard
pip install tensorboard
I now have tensorflow version 2.4.1 and tensorboard version 2.5.0
Solution 3:[3]
Running conda install Tensorboard in the terminal worked for me.
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | Anna Maule |
| Solution 2 | ezChx |
| Solution 3 | richardec |