Package com.google.cloud.aiplatform.v1

Class SupervisedTuningSpec

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.SupervisedTuningSpec
All Implemented Interfaces:
SupervisedTuningSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class SupervisedTuningSpec extends com.google.protobuf.GeneratedMessage implements SupervisedTuningSpecOrBuilder
 Tuning Spec for Supervised Tuning for first party models.
Protobuf type google.cloud.aiplatform.v1.SupervisedTuningSpec
See Also:

  • Field Details

    • TRAINING_DATASET_URI_FIELD_NUMBER

      public static final int TRAINING_DATASET_URI_FIELD_NUMBER
      See Also:

    • VALIDATION_DATASET_URI_FIELD_NUMBER

      public static final int VALIDATION_DATASET_URI_FIELD_NUMBER
      See Also:

    • HYPER_PARAMETERS_FIELD_NUMBER

      public static final int HYPER_PARAMETERS_FIELD_NUMBER
      See Also:

    • EXPORT_LAST_CHECKPOINT_ONLY_FIELD_NUMBER

      public static final int EXPORT_LAST_CHECKPOINT_ONLY_FIELD_NUMBER
      See Also:

    • EVALUATION_CONFIG_FIELD_NUMBER

      public static final int EVALUATION_CONFIG_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

    • getTrainingDatasetUri

      public String getTrainingDatasetUri()
       Required. Cloud Storage path to file containing training dataset for
 tuning. The dataset must be formatted as a JSONL file.
      string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getTrainingDatasetUri in interface SupervisedTuningSpecOrBuilder
      Returns:
      The trainingDatasetUri.

    • getTrainingDatasetUriBytes

      public com.google.protobuf.ByteString getTrainingDatasetUriBytes()
       Required. Cloud Storage path to file containing training dataset for
 tuning. The dataset must be formatted as a JSONL file.
      string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getTrainingDatasetUriBytes in interface SupervisedTuningSpecOrBuilder
      Returns:
      The bytes for trainingDatasetUri.

    • getValidationDatasetUri

      public String getValidationDatasetUri()
       Optional. Cloud Storage path to file containing validation dataset for
 tuning. The dataset must be formatted as a JSONL file.
      string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getValidationDatasetUri in interface SupervisedTuningSpecOrBuilder
      Returns:
      The validationDatasetUri.

    • getValidationDatasetUriBytes

      public com.google.protobuf.ByteString getValidationDatasetUriBytes()
       Optional. Cloud Storage path to file containing validation dataset for
 tuning. The dataset must be formatted as a JSONL file.
      string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getValidationDatasetUriBytes in interface SupervisedTuningSpecOrBuilder
      Returns:
      The bytes for validationDatasetUri.

    • hasHyperParameters

      public boolean hasHyperParameters()
       Optional. Hyperparameters for SFT.
      .google.cloud.aiplatform.v1.SupervisedHyperParameters hyper_parameters = 3 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      hasHyperParameters in interface SupervisedTuningSpecOrBuilder
      Returns:
      Whether the hyperParameters field is set.

    • getHyperParameters

      public SupervisedHyperParameters getHyperParameters()
       Optional. Hyperparameters for SFT.
      .google.cloud.aiplatform.v1.SupervisedHyperParameters hyper_parameters = 3 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getHyperParameters in interface SupervisedTuningSpecOrBuilder
      Returns:
      The hyperParameters.

    • getHyperParametersOrBuilder

      public SupervisedHyperParametersOrBuilder getHyperParametersOrBuilder()
       Optional. Hyperparameters for SFT.
      .google.cloud.aiplatform.v1.SupervisedHyperParameters hyper_parameters = 3 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getHyperParametersOrBuilder in interface SupervisedTuningSpecOrBuilder

    • getExportLastCheckpointOnly

      public boolean getExportLastCheckpointOnly()
       Optional. If set to true, disable intermediate checkpoints for SFT and only
 the last checkpoint will be exported. Otherwise, enable intermediate
 checkpoints for SFT. Default is false.
      bool export_last_checkpoint_only = 6 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getExportLastCheckpointOnly in interface SupervisedTuningSpecOrBuilder
      Returns:
      The exportLastCheckpointOnly.

    • hasEvaluationConfig

      public boolean hasEvaluationConfig()
       Optional. Evaluation Config for Tuning Job.
      .google.cloud.aiplatform.v1.EvaluationConfig evaluation_config = 5 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      hasEvaluationConfig in interface SupervisedTuningSpecOrBuilder
      Returns:
      Whether the evaluationConfig field is set.

    • getEvaluationConfig

      public EvaluationConfig getEvaluationConfig()
       Optional. Evaluation Config for Tuning Job.
      .google.cloud.aiplatform.v1.EvaluationConfig evaluation_config = 5 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getEvaluationConfig in interface SupervisedTuningSpecOrBuilder
      Returns:
      The evaluationConfig.

    • getEvaluationConfigOrBuilder

      public EvaluationConfigOrBuilder getEvaluationConfigOrBuilder()
       Optional. Evaluation Config for Tuning Job.
      .google.cloud.aiplatform.v1.EvaluationConfig evaluation_config = 5 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getEvaluationConfigOrBuilder in interface SupervisedTuningSpecOrBuilder

    • 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 SupervisedTuningSpec parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseDelimitedFrom

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

    • parseDelimitedFrom

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

    • parseFrom

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

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static SupervisedTuningSpec.Builder newBuilder()

    • newBuilder

      public static SupervisedTuningSpec.Builder newBuilder(SupervisedTuningSpec prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static SupervisedTuningSpec getDefaultInstance()

    • parser

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

    • getParserForType

      public com.google.protobuf.Parser<SupervisedTuningSpec> 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 SupervisedTuningSpec getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder