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Tensorboard Tools (tbtools)

This is a random collection of utilities for inspecting TensorFlow summary files.

Under development (so for personal use at this point)!

Image Viewer

Image summary in Tensorboard does suck. Run a server that would parse an event file:

python -m tbtools.image_viewer --event_file events.out.tfevents.1234567890

now we can inspect the images that are stored as image summary:

http://localhost:7006/<step>/<summary_tag>
http://localhost:7006/0/input_image/image/0

TODO

  • Advanced Image Viewer
  • Draw matplotlib plots for scalar values (e.g. loss)

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  • Python 100.0%