Package com.google.cloud.aiplatform.v1

Class SupervisedHyperParameters.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<SupervisedHyperParameters.Builder>
com.google.cloud.aiplatform.v1.SupervisedHyperParameters.Builder
All Implemented Interfaces:
SupervisedHyperParametersOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
Enclosing class:
SupervisedHyperParameters
public static final class SupervisedHyperParameters.Builder extends com.google.protobuf.GeneratedMessage.Builder<SupervisedHyperParameters.Builder> implements SupervisedHyperParametersOrBuilder
 Hyperparameters for SFT.
Protobuf type google.cloud.aiplatform.v1.SupervisedHyperParameters

  • 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.Builder<SupervisedHyperParameters.Builder>

    • clear

      public SupervisedHyperParameters.Builder clear()
      Specified by:
      clear in interface com.google.protobuf.Message.Builder
      Specified by:
      clear in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clear in class com.google.protobuf.GeneratedMessage.Builder<SupervisedHyperParameters.Builder>

    • getDescriptorForType

      public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.Message.Builder
      Specified by:
      getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<SupervisedHyperParameters.Builder>

    • getDefaultInstanceForType

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

    • build

      public SupervisedHyperParameters build()
      Specified by:
      build in interface com.google.protobuf.Message.Builder
      Specified by:
      build in interface com.google.protobuf.MessageLite.Builder

    • buildPartial

      public SupervisedHyperParameters buildPartial()
      Specified by:
      buildPartial in interface com.google.protobuf.Message.Builder
      Specified by:
      buildPartial in interface com.google.protobuf.MessageLite.Builder

    • mergeFrom

      public SupervisedHyperParameters.Builder mergeFrom(com.google.protobuf.Message other)
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<SupervisedHyperParameters.Builder>

    • mergeFrom

      public SupervisedHyperParameters.Builder mergeFrom(SupervisedHyperParameters other)

    • isInitialized

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

    • mergeFrom

      public SupervisedHyperParameters.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Specified by:
      mergeFrom in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<SupervisedHyperParameters.Builder>
      Throws:
      IOException

    • getEpochCount

      public long getEpochCount()
       Optional. Number of complete passes the model makes over the entire
 training dataset during training.
      int64 epoch_count = 1 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getEpochCount in interface SupervisedHyperParametersOrBuilder
      Returns:
      The epochCount.

    • setEpochCount

      public SupervisedHyperParameters.Builder setEpochCount(long value)
       Optional. Number of complete passes the model makes over the entire
 training dataset during training.
      int64 epoch_count = 1 [(.google.api.field_behavior) = OPTIONAL];
      Parameters:
      value - The epochCount to set.
      Returns:
      This builder for chaining.

    • clearEpochCount

      public SupervisedHyperParameters.Builder clearEpochCount()
       Optional. Number of complete passes the model makes over the entire
 training dataset during training.
      int64 epoch_count = 1 [(.google.api.field_behavior) = OPTIONAL];
      Returns:
      This builder for chaining.

    • getLearningRateMultiplier

      public double getLearningRateMultiplier()
       Optional. Multiplier for adjusting the default learning rate.
      double learning_rate_multiplier = 2 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getLearningRateMultiplier in interface SupervisedHyperParametersOrBuilder
      Returns:
      The learningRateMultiplier.

    • setLearningRateMultiplier

      public SupervisedHyperParameters.Builder setLearningRateMultiplier(double value)
       Optional. Multiplier for adjusting the default learning rate.
      double learning_rate_multiplier = 2 [(.google.api.field_behavior) = OPTIONAL];
      Parameters:
      value - The learningRateMultiplier to set.
      Returns:
      This builder for chaining.

    • clearLearningRateMultiplier

      public SupervisedHyperParameters.Builder clearLearningRateMultiplier()
       Optional. Multiplier for adjusting the default learning rate.
      double learning_rate_multiplier = 2 [(.google.api.field_behavior) = OPTIONAL];
      Returns:
      This builder for chaining.

    • getAdapterSizeValue

      public int getAdapterSizeValue()
       Optional. Adapter size for tuning.
      .google.cloud.aiplatform.v1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getAdapterSizeValue in interface SupervisedHyperParametersOrBuilder
      Returns:
      The enum numeric value on the wire for adapterSize.

    • setAdapterSizeValue

      public SupervisedHyperParameters.Builder setAdapterSizeValue(int value)
       Optional. Adapter size for tuning.
      .google.cloud.aiplatform.v1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
      Parameters:
      value - The enum numeric value on the wire for adapterSize to set.
      Returns:
      This builder for chaining.

    • getAdapterSize

      public SupervisedHyperParameters.AdapterSize getAdapterSize()
       Optional. Adapter size for tuning.
      .google.cloud.aiplatform.v1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getAdapterSize in interface SupervisedHyperParametersOrBuilder
      Returns:
      The adapterSize.

    • setAdapterSize

      public SupervisedHyperParameters.Builder setAdapterSize(SupervisedHyperParameters.AdapterSize value)
       Optional. Adapter size for tuning.
      .google.cloud.aiplatform.v1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
      Parameters:
      value - The adapterSize to set.
      Returns:
      This builder for chaining.

    • clearAdapterSize

      public SupervisedHyperParameters.Builder clearAdapterSize()
       Optional. Adapter size for tuning.
      .google.cloud.aiplatform.v1.SupervisedHyperParameters.AdapterSize adapter_size = 3 [(.google.api.field_behavior) = OPTIONAL];
      Returns:
      This builder for chaining.