DistillationHyperParameters

@InternalApi()
public abstract class DistillationHyperParameters extends JsonSerializable

Hyperparameters for distillation.

Constructors

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Types

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public abstract class Builder
Builder for DistillationHyperParameters.

Properties

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public final static String MAX_READ_LENGTH_PROPERTY
System property to override the default max JSON string length (20MB) in read constraints.

Functions

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public abstract Optional<AdapterSize> adapterSize()
Optional.
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public abstract Optional<Integer> batchSize()
The batch size hyperparameter for tuning.
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Instantiates a builder for DistillationHyperParameters.
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public abstract Optional<Long> epochCount()
Optional.
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public static DistillationHyperParameters fromJson(String jsonString)
Deserializes a JSON string to a DistillationHyperParameters object.
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@InternalApi()
public static T fromJsonNode<T extends JsonSerializable>(JsonNode jsonNode, Class<T> clazz)
Deserializes a JsonNode to an object of the given type.
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@InternalApi()
public static T fromJsonString<T extends JsonSerializable>(String jsonString, Class<T> clazz)
Deserializes a Json string to an object of the given type.
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public abstract Optional<Float> learningRate()
The learning rate for tuning.
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Optional.
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public static ObjectMapper objectMapper()
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public static void setMaxReadLength(int maxReadLength)
Overrides the default maximum JSON string length (20MB) for the JSON parser.
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public static JsonNode stringToJsonNode(String string)
Converts a Json string to a JsonNode.
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Creates a builder with the same values as this instance.
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public String toJson()
Serializes the instance to a Json string.
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public static JsonNode toJsonNode(Object object)
Serializes an object to a JsonNode.
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public static String toJsonString(Object object)
Serializes an object to a Json string.