Class: Google::Cloud::AIPlatform::V1::Presets

Inherits:

Object

Object
Google::Cloud::AIPlatform::V1::Presets

show all

Extended by:: Protobuf::MessageExts::ClassMethods

Includes:: Protobuf::MessageExts

Defined in:: proto_docs/google/cloud/aiplatform/v1/explanation.rb

Overview

Preset configuration for example-based explanations

Defined Under Namespace

Modules: Modality, Query

Instance Attribute Summary collapse

#modality ⇒ ::Google::Cloud::AIPlatform::V1::Presets::Modality
The modality of the uploaded model, which automatically configures the distance measurement and feature normalization for the underlying example index and queries.
#query ⇒ ::Google::Cloud::AIPlatform::V1::Presets::Query
Preset option controlling parameters for speed-precision trade-off when querying for examples.

Instance Attribute Details

#modality ⇒ `::Google::Cloud::AIPlatform::V1::Presets::Modality`

Returns 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.

Returns:

(::Google::Cloud::AIPlatform::V1::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.

# File 'proto_docs/google/cloud/aiplatform/v1/explanation.rb', line 508

class Presets
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Preset option controlling parameters for query speed-precision trade-off
  module Query
    # More precise neighbors as a trade-off against slower response.
    PRECISE = 0

    # Faster response as a trade-off against less precise neighbors.
    FAST = 1
  end

  # Preset option controlling parameters for different modalities
  module Modality
    # Should not be set. Added as a recommended best practice for enums
    MODALITY_UNSPECIFIED = 0

    # IMAGE modality
    IMAGE = 1

    # TEXT modality
    TEXT = 2

    # TABULAR modality
    TABULAR = 3
  end
end

#query ⇒ `::Google::Cloud::AIPlatform::V1::Presets::Query`

Returns Preset option controlling parameters for speed-precision trade-off when querying for examples. If omitted, defaults to PRECISE.