capitalone / rubicon-ml

Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!
https://capitalone.github.io/rubicon-ml/
Apache License 2.0
126 stars 32 forks source link

Convert to Tensorboard logs #377

Open stephenpardy opened 1 year ago

stephenpardy commented 1 year ago

Is your enhancement request related to a problem? Please describe Tensorboard is a standard way of visualizing and tracking neural network model experiments. Rubicon logs are often logging the same information in a different format.

Describe the solution you'd like Provide a backend to Rubicon that allows users to save to Tensorboard.

Describe alternatives you've considered Could look to make Rubicon visualizations on par with Tensorboard.

Additional context N/A

ryanSoley commented 11 months ago

I think we could at the very least make a backend that logs metrics as custom tensorboard scalars

https://www.tensorflow.org/tensorboard/scalars_and_keras#logging_custom_scalars