paninski-lab/lightning-pose

plot losses against epochs

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Wulin-Tan commented

Hi, LP team
is there any other way to plot losses against epochs?
Now LP makes use of tensorboard. and I can downloaded the tf_logs from my server and get all the figures in tensorboard .
Can you give more details about how to interpret the figures in tensorboard? especially the x and y axis meanings in those figures.
Any other more flexible method like matplotlib to plot the loss vs epochs so that I can export and edit the figure?

themattinthehatt commented

@Wulin-Tan I'll update the docs to better describe the tensorboard details; for now you can check out the tensorboard docs from the app. If you have any questions that aren't answered by these docs let me know and I can update them.

Regarding other plotting methods, you can see details here about how to load tensorboard data into a pandas dataframe, at which point you can plot using seaborn or matplotlib.

Wulin-Tan commented

Hi, @themattinthehatt
super cool! Amazing that you have updated a lot information in the tutorial!
I have another way: when viewing from tensorboard, there are 3 dots on the right upper conner in each plot. clicking those 3 dots would give an option to download the raw data csv of this figure. by doing this, we can handle the plot personally.

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