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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_v1beta1.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_v1beta1.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