tensorflow / tensorboard

TensorFlow's Visualization Toolkit
Apache License 2.0
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Smoothing alternative #6830

Open ivanstepanovftw opened 6 months ago

ivanstepanovftw commented 6 months ago

I want to see alternative to smoothing which aligns to minimum/maximum observed value at this step. This method would help in better capturing the extreme values that might be critical for fine-tuning and diagnosing the training process.

For example, no smoothing and suggested feature: before

after

arcra commented 6 months ago

Hi Ivan, that seems like a reasonable feature, tho I don't know how often it would be used, and how much it would clutter our settings panel, which is already reasonably dense. I'll bring it up to the team and figure if we'd like to add something like this and if we have the bandwidth to do this.

Would you be interested in contributing to our code base? Then I can check if we have the bandwidth to review the request and to review the code changes.