October 12, 2022
Machine learning is experimental in nature. It’s more like research in a lab than it…
We’re excited to announce another excellent and powerful integration with Comet—TensorBoardX! This integration allows you to automatically log TensorBoardX events directly in Comet, adding yet another means of visualizing you machine learning experiments.
TensorBoardX is an open-source, TensorBoard-like API that allows data scientists to effectively track and visualize their model metrics and parameters.
With the new Comet integration, data scientists can extend the functionality of TensorBoardX, logging their visualizations to Comet by changing just a single line of code. This enables a wide range of custom visualizations and the ability to compare model metrics, parameters, code, and much more.
Getting started with this integration is incredibly easy—it works out of the box and only requires one line of additional code to initialize.
The following resources should help you start logging TensorBoardX events in Comet in no time: