Package com.google.cloud.aiplatform.v1beta1

Class StudySpec.ConvexStopConfig

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig
All Implemented Interfaces:
StudySpec.ConvexStopConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
Enclosing class:
StudySpec
@Deprecated public static final class StudySpec.ConvexStopConfig extends com.google.protobuf.GeneratedMessage implements StudySpec.ConvexStopConfigOrBuilder
Deprecated.
 Configuration for ConvexStopPolicy.
Protobuf type google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig
See Also:

  • Nested Class Summary

    Nested Classes
    Modifier and Type
    Class
    Description
    static final class 
    StudySpec.ConvexStopConfig.Builder
    Deprecated.
    Configuration for ConvexStopPolicy.

    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
    AUTOREGRESSIVE_ORDER_FIELD_NUMBER
    Deprecated.
     
    static final int
    LEARNING_RATE_PARAMETER_NAME_FIELD_NUMBER
    Deprecated.
     
    static final int
    MAX_NUM_STEPS_FIELD_NUMBER
    Deprecated.
     
    static final int
    MIN_NUM_STEPS_FIELD_NUMBER
    Deprecated.
     
    static final int
    USE_SECONDS_FIELD_NUMBER
    Deprecated.
     

    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)
    Deprecated.
     
    long
    getAutoregressiveOrder()
    Deprecated.
    The number of Trial measurements used in autoregressive model for value prediction.
    static StudySpec.ConvexStopConfig
    getDefaultInstance()
    Deprecated.
     
    StudySpec.ConvexStopConfig
    getDefaultInstanceForType()
    Deprecated.
     
    static final com.google.protobuf.Descriptors.Descriptor
    getDescriptor()
    Deprecated.
     
    String
    getLearningRateParameterName()
    Deprecated.
    The hyper-parameter name used in the tuning job that stands for learning rate.
    com.google.protobuf.ByteString
    getLearningRateParameterNameBytes()
    Deprecated.
    The hyper-parameter name used in the tuning job that stands for learning rate.
    long
    getMaxNumSteps()
    Deprecated.
    Steps used in predicting the final objective for early stopped trials.
    long
    getMinNumSteps()
    Deprecated.
    Minimum number of steps for a trial to complete.
    com.google.protobuf.Parser<StudySpec.ConvexStopConfig>
    getParserForType()
    Deprecated.
     
    int
    getSerializedSize()
    Deprecated.
     
    boolean
    getUseSeconds()
    Deprecated.
    This bool determines whether or not the rule is applied based on elapsed_secs or steps.
    int
    hashCode()
    Deprecated.
     
    protected com.google.protobuf.GeneratedMessage.FieldAccessorTable
    internalGetFieldAccessorTable()
    Deprecated.
     
    final boolean
    isInitialized()
    Deprecated.
     
    static StudySpec.ConvexStopConfig.Builder
    newBuilder()
    Deprecated.
     
    static StudySpec.ConvexStopConfig.Builder
    newBuilder(StudySpec.ConvexStopConfig prototype)
    Deprecated.
     
    StudySpec.ConvexStopConfig.Builder
    newBuilderForType()
    Deprecated.
     
    protected StudySpec.ConvexStopConfig.Builder
    newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseDelimitedFrom(InputStream input)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(byte[] data)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(com.google.protobuf.ByteString data)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(com.google.protobuf.CodedInputStream input)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(InputStream input)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(ByteBuffer data)
    Deprecated.
     
    static StudySpec.ConvexStopConfig
    parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
    Deprecated.
     
    static com.google.protobuf.Parser<StudySpec.ConvexStopConfig>
    parser()
    Deprecated.
     
    StudySpec.ConvexStopConfig.Builder
    toBuilder()
    Deprecated.
     
    void
    writeTo(com.google.protobuf.CodedOutputStream output)
    Deprecated.
     

    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_NUM_STEPS_FIELD_NUMBER

      public static final int MAX_NUM_STEPS_FIELD_NUMBER
      Deprecated.
      See Also:

    • MIN_NUM_STEPS_FIELD_NUMBER

      public static final int MIN_NUM_STEPS_FIELD_NUMBER
      Deprecated.
      See Also:

    • AUTOREGRESSIVE_ORDER_FIELD_NUMBER

      public static final int AUTOREGRESSIVE_ORDER_FIELD_NUMBER
      Deprecated.
      See Also:

    • LEARNING_RATE_PARAMETER_NAME_FIELD_NUMBER

      public static final int LEARNING_RATE_PARAMETER_NAME_FIELD_NUMBER
      Deprecated.
      See Also:

    • USE_SECONDS_FIELD_NUMBER

      public static final int USE_SECONDS_FIELD_NUMBER
      Deprecated.
      See Also:

  • Method Details

    • getDescriptor

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

    • internalGetFieldAccessorTable

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

    • getMaxNumSteps

      public long getMaxNumSteps()
      Deprecated.
       Steps used in predicting the final objective for early stopped trials. In
 general, it's set to be the same as the defined steps in training /
 tuning. When use_steps is false, this field is set to the maximum elapsed
 seconds.
      int64 max_num_steps = 1;
      Specified by:
      getMaxNumSteps in interface StudySpec.ConvexStopConfigOrBuilder
      Returns:
      The maxNumSteps.

    • getMinNumSteps

      public long getMinNumSteps()
      Deprecated.
       Minimum number of steps for a trial to complete. Trials which do not have
 a measurement with num_steps > min_num_steps won't be considered for
 early stopping. It's ok to set it to 0, and a trial can be early stopped
 at any stage. By default, min_num_steps is set to be one-tenth of the
 max_num_steps.
 When use_steps is false, this field is set to the minimum elapsed
 seconds.
      int64 min_num_steps = 2;
      Specified by:
      getMinNumSteps in interface StudySpec.ConvexStopConfigOrBuilder
      Returns:
      The minNumSteps.

    • getAutoregressiveOrder

      public long getAutoregressiveOrder()
      Deprecated.
       The number of Trial measurements used in autoregressive model for
 value prediction. A trial won't be considered early stopping if has fewer
 measurement points.
      int64 autoregressive_order = 3;
      Specified by:
      getAutoregressiveOrder in interface StudySpec.ConvexStopConfigOrBuilder
      Returns:
      The autoregressiveOrder.

    • getLearningRateParameterName

      public String getLearningRateParameterName()
      Deprecated.
       The hyper-parameter name used in the tuning job that stands for learning
 rate. Leave it blank if learning rate is not in a parameter in tuning.
 The learning_rate is used to estimate the objective value of the ongoing
 trial.
      string learning_rate_parameter_name = 4;
      Specified by:
      getLearningRateParameterName in interface StudySpec.ConvexStopConfigOrBuilder
      Returns:
      The learningRateParameterName.

    • getLearningRateParameterNameBytes

      public com.google.protobuf.ByteString getLearningRateParameterNameBytes()
      Deprecated.
       The hyper-parameter name used in the tuning job that stands for learning
 rate. Leave it blank if learning rate is not in a parameter in tuning.
 The learning_rate is used to estimate the objective value of the ongoing
 trial.
      string learning_rate_parameter_name = 4;
      Specified by:
      getLearningRateParameterNameBytes in interface StudySpec.ConvexStopConfigOrBuilder
      Returns:
      The bytes for learningRateParameterName.

    • getUseSeconds

      public boolean getUseSeconds()
      Deprecated.
       This bool determines whether or not the rule is applied based on
 elapsed_secs or steps. If use_seconds==false, the early stopping decision
 is made according to the predicted objective values according to the
 target steps. If use_seconds==true, elapsed_secs is used instead of
 steps. Also, in this case, the parameters max_num_steps and min_num_steps
 are overloaded to contain max_elapsed_seconds and min_elapsed_seconds.
      bool use_seconds = 5;
      Specified by:
      getUseSeconds in interface StudySpec.ConvexStopConfigOrBuilder
      Returns:
      The useSeconds.

    • isInitialized

      public final boolean isInitialized()
      Deprecated.
      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
      Deprecated.
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

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

    • equals

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

    • hashCode

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

    • parseFrom

      public static StudySpec.ConvexStopConfig parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Deprecated.
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

      public static StudySpec.ConvexStopConfig parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Deprecated.
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

      public static StudySpec.ConvexStopConfig parseFrom(InputStream input) throws IOException
      Deprecated.
      Throws:
      IOException

    • parseFrom

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

    • parseDelimitedFrom

      public static StudySpec.ConvexStopConfig parseDelimitedFrom(InputStream input) throws IOException
      Deprecated.
      Throws:
      IOException

    • parseDelimitedFrom

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

    • parseFrom

      public static StudySpec.ConvexStopConfig parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Deprecated.
      Throws:
      IOException

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static StudySpec.ConvexStopConfig.Builder newBuilder()
      Deprecated.

    • newBuilder

      public static StudySpec.ConvexStopConfig.Builder newBuilder(StudySpec.ConvexStopConfig prototype)
      Deprecated.

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static StudySpec.ConvexStopConfig getDefaultInstance()
      Deprecated.

    • parser

      public static com.google.protobuf.Parser<StudySpec.ConvexStopConfig> parser()
      Deprecated.

    • getParserForType

      public com.google.protobuf.Parser<StudySpec.ConvexStopConfig> getParserForType()
      Deprecated.
      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 StudySpec.ConvexStopConfig getDefaultInstanceForType()
      Deprecated.
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder