CODEWITHSUNDEEP
pythontensorflowdeep-learningtensorboard
Andriy Lazorenko
Andriy Lazorenko

Reputation: 592

ModuleNotFoundError: No module named 'tensorflow.tensorboard.tensorboard'

There seems to be a problem with recent TensorFlow build. The TensorBoard visualization tool would not run when it is compiled from sources to use with GPU. The error is as follows:

$ tensorboard
Traceback (most recent call last):
  File "/home/gpu/anaconda3/envs/tensorflow/bin/tensorboard", line 7, in <module>
    from tensorflow.tensorboard.tensorboard import main
ModuleNotFoundError: No module named 'tensorflow.tensorboard.tensorboard'

Specs of system: Ubuntu 16.04, NVIDIA GTX 1070, cuda-8.0, cudnn 6.0. Installed using Bazel from sources as described here: https://www.tensorflow.org/install/install_sources

Installed into fresh anaconda3 environment 'tensorflow', environment is activated when performing command.

Would appreciate any help!

Upvotes: 17

Views: 24642

Answers (5)

Abel
Abel

Reputation: 1

You should priorly launch pip install tensorflow.tensorboard

Upvotes: -1

Martin
Martin

Reputation: 383

After some trial and error, I have solved this issue by adapting the file tensorboard-script.py in path/to/conda/envs/myenv/Scripts (Windows) as follows:

if __name__ == '__main__':
    import sys
    #import tensorflow.tensorboard.tensorboard
    import tensorboard.main

    #sys.exit(tensorflow.tensorboard.tensorboard.main())
    sys.exit(tensorboard.main.main())

Now I can invoke tensorboard as expected: tensorboard --logdir=log/ --port 6006

Upvotes: 4

Adam Liu
Adam Liu

Reputation: 1346

An easy fix:

python -m tensorboard.main --logdir=/path/to/logs

Upvotes: 28

Andriy Lazorenko
Andriy Lazorenko

Reputation: 592

Okay, I've found a solution that works and also received some explanation from tensorflower on github.

There might be an issue with tensorboard when compiling tensorflow from sources because tensorboard is now removed to a separate repo and is not a part of tensorflow. The tensorflower said the docs will be updated eventually, but I figured a workaround for the impatient (like myself).

Edit tensorboard file inside tensorflow/bin (/home/gpu/anaconda3/envs/tensorflow/bin/tensorboard in my case) and replace

from tensorflow.tensorboard.tensorboard import main

by

from tensorflow.tensorboard.main import *

Now tensorboard should run from console as usual.

Upvotes: 2

Harman
Harman

Reputation: 1208

Tensorboard ships with tensorflow. If you are unable to run using tensorboard command, try below approach. tensorboard.py might have been moved to different directory.

Try searching for tensorboard.py in the tensorbard directory where tensorflow is installed. Go to the path and use following line for visualization: 

python tensorboard.py --logdir=path

Upvotes: 1

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