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tbplot

Sometimes TensorBoard can take a really long time to load.

tbplot is a little script to plot and save TensorBoard (scalar) graphs more quickly. It'll read logs in parallel using as many cores as you have.

Requirements

  • Python >= 3.6
  • Matplotlib
  • TensorFlow

Usage

$ tbplot --smoothing 0.6 --n_cols 4 run-seed0 run-seed1 run-seed2

(Be careful to supply each run as a separate argument, because tbplot uses its argument list to determine how to separate runs. If you do tbplot ., it'll get confused.)

You'll now have a file run-seed*.png in your current directory:

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Plot TensorBoard graphs fast

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