Here’s an example dashboard in the Neptune app. It’s the classic “different metadata in one place” type of dashboard.
-> Not sure what a custom dashboard in Neptune is? You’ll find this info below.
See this dashboard in the app (no registration needed).
What widgets are added to this dashboard?
- Training accuracy
- Validation predictions
- Model visualization
- Hyperparameter tables
- Learning curves
- Hardware metrics
When is such a dashboard useful?
- You want to display different metadata types in one dashboard.
Custom dashboards in Neptune
When analyzing your metadata in the Neptune app, you can create custom dashboards.
They let you combine different metadata types (parameters, image series, videos, source code, etc.) in a single view.
Why would you need dashboards?
- To see all metadata related to a specific part of the project in one place,
- To see training and validation results on one chart,
- To see validation metrics and image predictions on a subset of a validation set next to each other,
- To divide metadata by stages of the project and display each group in a different dashboard,
- To analyze the same group of charts weekly or for each of your projects, for example, when you want to have a template dashboard to check it every time and/or to show it to other stakeholders
These are the most common use cases that we hear about from our users.
But for sure, these are not the only use cases. We call them “custom” dashboards for a reason – you can set them up however you want.
How to create a custom dashboard?
Here’s documentation that explains how to create a custom dashboard in the Neptune app.