Widgets and supported field types#
The following tables show which widgets you can use for each type of metadata when constructing dashboards.
Single run#
These widgets are available in the Run details view mode, when inspecting one run at a time.
| Metadata type | Neptune field type | Supported widgets |
|---|---|---|
| Single value (scores, text, timestamp) | Float, Integer, Boolean, String, Datetime (logged with assign() or =) |
Single value |
| Numerical series (metrics, loss, accuracy) | FloatSeries (int or float values logged with append() or extend()) |
Chart Value list Single value (for aggregates like variance, max, min) |
| Text series (journal, notes) | StringSeries (str logged with append() or extend()) |
Value list |
| Namespace (parameters dictionary, monitoring namespace, system namespace) | Namespace | Parameters table |
| Single image | File (image logged with upload()) |
Image |
| Series of images (e.g. predictions) | FileSeries (images logged with append() or extend()) |
Image gallery |
| Single file (data sample, git diff, HTML) | File (any file logged with upload()) |
File preview |
| Set of files | FileSet (multiple files logged with upload_files()) |
FileSet preview |
| CSV file | File (CSV logged with upload()) |
Table |
| Jupyter notebook checkpoint | Notebook field generated by the neptune-notebooks extension (source_code/notebook field) |
Notebook preview |
See supported fields per widget instead
| Widget | Neptune field type |
|---|---|
| Chart | FloatSeries (1 or more fields) |
| Parameters table | Namespace (folder) |
| Image | Single image file |
| Image gallery | FileSeries |
| Single value | Float, Integer, Boolean, String, or Datetime |
| Value list | StringSeries or FloatSeries |
| File preview | File |
| FileSet preview | FileSet |
| Table | File containing CSV file |
| Notebook preview | Notebook field generated by the neptune-notebooks extension |
Multiple runs#
While in the Compare runs view mode, the available widgets support displaying the same field from multiple runs at once.
| Metadata type | Neptune field type | Supported widget |
|---|---|---|
| Numerical series (metrics, loss, accuracy) | FloatSeries (int or float values logged with append() or extend())1 |
Chart |
| Numerical or datetime values | Float, Integer, Datetime (logged with assign() or =) |
Scatter plot |
| Single image | File (image logged with upload()) |
Single image comparison |
Related
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Refers to a single metric. Combining multiple different metrics in a single chart is currently only supported for single-run widgets. ↩