Class Presets (1.50.0)

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

Enum 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

Enum 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