Package com.google.cloud.dialogflow.v2

Class InferenceParameter

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.dialogflow.v2.InferenceParameter
All Implemented Interfaces:
InferenceParameterOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class InferenceParameter extends com.google.protobuf.GeneratedMessage implements InferenceParameterOrBuilder
 The parameters of inference.
Protobuf type google.cloud.dialogflow.v2.InferenceParameter
See Also:

  • Nested Class Summary

    Nested Classes
    Modifier and Type
    Class
    Description
    static final class 
    InferenceParameter.Builder
    The parameters of inference.

    Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessage

    com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message,T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessage

    com.google.protobuf.AbstractMessage.BuilderParent

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

    com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final int
    MAX_OUTPUT_TOKENS_FIELD_NUMBER
     
    static final int
    TEMPERATURE_FIELD_NUMBER
     
    static final int
    TOP_K_FIELD_NUMBER
     
    static final int
    TOP_P_FIELD_NUMBER
     

    Fields inherited from class com.google.protobuf.GeneratedMessage

    alwaysUseFieldBuilders, loggedPre22TypeNames, unknownFields

    Fields inherited from class com.google.protobuf.AbstractMessage

    memoizedSize

    Fields inherited from class com.google.protobuf.AbstractMessageLite

    memoizedHashCode

  • Method Summary

    Modifier and Type
    Method
    Description
    boolean
    equals(Object obj)
     
    static InferenceParameter
    getDefaultInstance()
     
    InferenceParameter
    getDefaultInstanceForType()
     
    static final com.google.protobuf.Descriptors.Descriptor
    getDescriptor()
     
    int
    getMaxOutputTokens()
    Optional.
    com.google.protobuf.Parser<InferenceParameter>
    getParserForType()
     
    int
    getSerializedSize()
     
    double
    getTemperature()
    Optional.
    int
    getTopK()
    Optional.
    double
    getTopP()
    Optional.
    int
    hashCode()
     
    boolean
    hasMaxOutputTokens()
    Optional.
    boolean
    hasTemperature()
    Optional.
    boolean
    hasTopK()
    Optional.
    boolean
    hasTopP()
    Optional.
    protected com.google.protobuf.GeneratedMessage.FieldAccessorTable
    internalGetFieldAccessorTable()
     
    final boolean
    isInitialized()
     
    static InferenceParameter.Builder
    newBuilder()
     
    static InferenceParameter.Builder
    newBuilder(InferenceParameter prototype)
     
    InferenceParameter.Builder
    newBuilderForType()
     
    protected InferenceParameter.Builder
    newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
     
    static InferenceParameter
    parseDelimitedFrom(InputStream input)
     
    static InferenceParameter
    parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static InferenceParameter
    parseFrom(byte[] data)
     
    static InferenceParameter
    parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static InferenceParameter
    parseFrom(com.google.protobuf.ByteString data)
     
    static InferenceParameter
    parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static InferenceParameter
    parseFrom(com.google.protobuf.CodedInputStream input)
     
    static InferenceParameter
    parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static InferenceParameter
    parseFrom(InputStream input)
     
    static InferenceParameter
    parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static InferenceParameter
    parseFrom(ByteBuffer data)
     
    static InferenceParameter
    parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static com.google.protobuf.Parser<InferenceParameter>
    parser()
     
    InferenceParameter.Builder
    toBuilder()
     
    void
    writeTo(com.google.protobuf.CodedOutputStream output)
     

    Methods inherited from class com.google.protobuf.GeneratedMessage

    canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

    Methods inherited from class com.google.protobuf.AbstractMessage

    findInitializationErrors, getInitializationErrorString, hashFields, toString

    Methods inherited from class com.google.protobuf.AbstractMessageLite

    addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from class java.lang.Object

    clone, finalize, getClass, notify, notifyAll, wait, wait, wait

    Methods inherited from interface com.google.protobuf.MessageLite

    toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

    findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

  • Field Details

    • MAX_OUTPUT_TOKENS_FIELD_NUMBER

      public static final int MAX_OUTPUT_TOKENS_FIELD_NUMBER
      See Also:

    • TEMPERATURE_FIELD_NUMBER

      public static final int TEMPERATURE_FIELD_NUMBER
      See Also:

    • TOP_K_FIELD_NUMBER

      public static final int TOP_K_FIELD_NUMBER
      See Also:

    • TOP_P_FIELD_NUMBER

      public static final int TOP_P_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • hasMaxOutputTokens

      public boolean hasMaxOutputTokens()
       Optional. Maximum number of the output tokens for the generator.
      optional int32 max_output_tokens = 1 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      hasMaxOutputTokens in interface InferenceParameterOrBuilder
      Returns:
      Whether the maxOutputTokens field is set.

    • getMaxOutputTokens

      public int getMaxOutputTokens()
       Optional. Maximum number of the output tokens for the generator.
      optional int32 max_output_tokens = 1 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getMaxOutputTokens in interface InferenceParameterOrBuilder
      Returns:
      The maxOutputTokens.

    • hasTemperature

      public boolean hasTemperature()
       Optional. Controls the randomness of LLM predictions.
 Low temperature = less random. High temperature = more random.
 If unset (or 0), uses a default value of 0.
      optional double temperature = 2 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      hasTemperature in interface InferenceParameterOrBuilder
      Returns:
      Whether the temperature field is set.

    • getTemperature

      public double getTemperature()
       Optional. Controls the randomness of LLM predictions.
 Low temperature = less random. High temperature = more random.
 If unset (or 0), uses a default value of 0.
      optional double temperature = 2 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getTemperature in interface InferenceParameterOrBuilder
      Returns:
      The temperature.

    • hasTopK

      public boolean hasTopK()
       Optional. Top-k changes how the model selects tokens for output. A top-k of
 1 means the selected token is the most probable among all tokens in the
 model's vocabulary (also called greedy decoding), while a top-k of 3 means
 that the next token is selected from among the 3 most probable tokens
 (using temperature). For each token selection step, the top K tokens with
 the highest probabilities are sampled. Then tokens are further filtered
 based on topP with the final token selected using temperature sampling.
 Specify a lower value for less random responses and a higher value for more
 random responses. Acceptable value is [1, 40], default to 40.
      optional int32 top_k = 3 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      hasTopK in interface InferenceParameterOrBuilder
      Returns:
      Whether the topK field is set.

    • getTopK

      public int getTopK()
       Optional. Top-k changes how the model selects tokens for output. A top-k of
 1 means the selected token is the most probable among all tokens in the
 model's vocabulary (also called greedy decoding), while a top-k of 3 means
 that the next token is selected from among the 3 most probable tokens
 (using temperature). For each token selection step, the top K tokens with
 the highest probabilities are sampled. Then tokens are further filtered
 based on topP with the final token selected using temperature sampling.
 Specify a lower value for less random responses and a higher value for more
 random responses. Acceptable value is [1, 40], default to 40.
      optional int32 top_k = 3 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getTopK in interface InferenceParameterOrBuilder
      Returns:
      The topK.

    • hasTopP

      public boolean hasTopP()
       Optional. Top-p changes how the model selects tokens for output. Tokens are
 selected from most K (see topK parameter) probable to least until the sum
 of their probabilities equals the top-p value. For example, if tokens A, B,
 and C have a probability of 0.3, 0.2, and 0.1 and the top-p value is 0.5,
 then the model will select either A or B as the next token (using
 temperature) and doesn't consider C. The default top-p value is 0.95.
 Specify a lower value for less random responses and a higher value for more
 random responses. Acceptable value is [0.0, 1.0], default to 0.95.
      optional double top_p = 4 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      hasTopP in interface InferenceParameterOrBuilder
      Returns:
      Whether the topP field is set.

    • getTopP

      public double getTopP()
       Optional. Top-p changes how the model selects tokens for output. Tokens are
 selected from most K (see topK parameter) probable to least until the sum
 of their probabilities equals the top-p value. For example, if tokens A, B,
 and C have a probability of 0.3, 0.2, and 0.1 and the top-p value is 0.5,
 then the model will select either A or B as the next token (using
 temperature) and doesn't consider C. The default top-p value is 0.95.
 Specify a lower value for less random responses and a higher value for more
 random responses. Acceptable value is [0.0, 1.0], default to 0.95.
      optional double top_p = 4 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getTopP in interface InferenceParameterOrBuilder
      Returns:
      The topP.

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static InferenceParameter parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static InferenceParameter parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static InferenceParameter parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static InferenceParameter parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static InferenceParameter parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static InferenceParameter parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static InferenceParameter parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static InferenceParameter parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static InferenceParameter parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static InferenceParameter parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static InferenceParameter parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static InferenceParameter parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public InferenceParameter.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static InferenceParameter.Builder newBuilder()

    • newBuilder

      public static InferenceParameter.Builder newBuilder(InferenceParameter prototype)

    • toBuilder

      public InferenceParameter.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected InferenceParameter.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static InferenceParameter getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<InferenceParameter> parser()

    • getParserForType

      public com.google.protobuf.Parser<InferenceParameter> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

      public InferenceParameter getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder