Class Presets (1.48.0)

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Presets(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Preset configuration for example-based explanations

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name	Description
query	google.cloud.aiplatform_v1.types.Presets.Query Preset option controlling parameters for speed-precision trade-off when querying for examples. If omitted, defaults to PRECISE. This field is a member of oneof_ _query.
modality	google.cloud.aiplatform_v1.types.Presets.Modality The modality of the uploaded model, which automatically configures the distance measurement and feature normalization for the underlying example index and queries. If your model does not precisely fit one of these types, it is okay to choose the closest type.

Classes

Modality

Modality(value)

Preset option controlling parameters for different modalities

Values: MODALITY_UNSPECIFIED (0): Should not be set. Added as a recommended best practice for enums IMAGE (1): IMAGE modality TEXT (2): TEXT modality TABULAR (3): TABULAR modality

Query

Query(value)

Preset option controlling parameters for query speed-precision trade-off

Values: PRECISE (0): More precise neighbors as a trade-off against slower response. FAST (1): Faster response as a trade-off against less precise neighbors.

Methods

Presets

Presets(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Preset configuration for example-based explanations

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields