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.
- Python >= 3.6
$ 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: