Enum FeatureView.IndexConfig.DistanceMeasureType (3.43.0)

Version 3.43.0

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public enum FeatureView.IndexConfig.DistanceMeasureType extends Enum<FeatureView.IndexConfig.DistanceMeasureType> implements ProtocolMessageEnum

The distance measure used in nearest neighbor search.

Protobuf enum google.cloud.aiplatform.v1.FeatureView.IndexConfig.DistanceMeasureType

Implements

ProtocolMessageEnum

Inherited Members

Enum.<T>valueOf(Class<T>,String)

Enum.clone()

Enum.compareTo(E)

Enum.equals(Object)

Enum.finalize()

Enum.getDeclaringClass()

Enum.hashCode()

Enum.name()

Enum.ordinal()

Enum.toString()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields
Name	Description
COSINE_DISTANCE	Cosine Distance. Defined as 1 - cosine similarity. We strongly suggest using DOT_PRODUCT_DISTANCE + UNIT_L2_NORM instead of COSINE distance. Our algorithms have been more optimized for DOT_PRODUCT distance which, when combined with UNIT_L2_NORM, is mathematically equivalent to COSINE distance and results in the same ranking. COSINE_DISTANCE = 2;
COSINE_DISTANCE_VALUE	Cosine Distance. Defined as 1 - cosine similarity. We strongly suggest using DOT_PRODUCT_DISTANCE + UNIT_L2_NORM instead of COSINE distance. Our algorithms have been more optimized for DOT_PRODUCT distance which, when combined with UNIT_L2_NORM, is mathematically equivalent to COSINE distance and results in the same ranking. COSINE_DISTANCE = 2;
DISTANCE_MEASURE_TYPE_UNSPECIFIED	Should not be set. DISTANCE_MEASURE_TYPE_UNSPECIFIED = 0;
DISTANCE_MEASURE_TYPE_UNSPECIFIED_VALUE	Should not be set. DISTANCE_MEASURE_TYPE_UNSPECIFIED = 0;
DOT_PRODUCT_DISTANCE	Dot Product Distance. Defined as a negative of the dot product. DOT_PRODUCT_DISTANCE = 3;
DOT_PRODUCT_DISTANCE_VALUE	Dot Product Distance. Defined as a negative of the dot product. DOT_PRODUCT_DISTANCE = 3;
SQUARED_L2_DISTANCE	Euclidean (L_2) Distance. SQUARED_L2_DISTANCE = 1;
SQUARED_L2_DISTANCE_VALUE	Euclidean (L_2) Distance. SQUARED_L2_DISTANCE = 1;
UNRECOGNIZED

Static Methods
Name	Description
forNumber(int value)
getDescriptor()
internalGetValueMap()
valueOf(Descriptors.EnumValueDescriptor desc)
valueOf(int value)	Deprecated. Use #forNumber(int) instead.
valueOf(String name)
values()

Methods
Name	Description
getDescriptorForType()
getNumber()
getValueDescriptor()