Package com.google.cloud.aiplatform.v1beta1

Class PartnerModelTuningSpec

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1beta1.PartnerModelTuningSpec
All Implemented Interfaces:
PartnerModelTuningSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class PartnerModelTuningSpec extends com.google.protobuf.GeneratedMessage implements PartnerModelTuningSpecOrBuilder
 Tuning spec for Partner models.
Protobuf type google.cloud.aiplatform.v1beta1.PartnerModelTuningSpec
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:

  • Method Details

    • getDescriptor

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

    • internalGetMapFieldReflection

      protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
      Overrides:
      internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessage

    • 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 PartnerModelTuningSpecOrBuilder
      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 PartnerModelTuningSpecOrBuilder
      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 PartnerModelTuningSpecOrBuilder
      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 PartnerModelTuningSpecOrBuilder
      Returns:
      The bytes for validationDatasetUri.

    • getHyperParametersCount

      public int getHyperParametersCount()
      Description copied from interface: PartnerModelTuningSpecOrBuilder
       Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
      map<string, .google.protobuf.Value> hyper_parameters = 3;
      Specified by:
      getHyperParametersCount in interface PartnerModelTuningSpecOrBuilder

    • containsHyperParameters

      public boolean containsHyperParameters(String key)
       Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
      map<string, .google.protobuf.Value> hyper_parameters = 3;
      Specified by:
      containsHyperParameters in interface PartnerModelTuningSpecOrBuilder

    • getHyperParameters

      @Deprecated public Map<String,com.google.protobuf.Value> getHyperParameters()
      Deprecated.
      Use getHyperParametersMap() instead.
      Specified by:
      getHyperParameters in interface PartnerModelTuningSpecOrBuilder

    • getHyperParametersMap

      public Map<String,com.google.protobuf.Value> getHyperParametersMap()
       Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
      map<string, .google.protobuf.Value> hyper_parameters = 3;
      Specified by:
      getHyperParametersMap in interface PartnerModelTuningSpecOrBuilder

    • getHyperParametersOrDefault

      public com.google.protobuf.Value getHyperParametersOrDefault(String key, com.google.protobuf.Value defaultValue)
       Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
      map<string, .google.protobuf.Value> hyper_parameters = 3;
      Specified by:
      getHyperParametersOrDefault in interface PartnerModelTuningSpecOrBuilder

    • getHyperParametersOrThrow

      public com.google.protobuf.Value getHyperParametersOrThrow(String key)
       Hyperparameters for tuning. The accepted hyper_parameters and their valid
 range of values will differ depending on the base model.
      map<string, .google.protobuf.Value> hyper_parameters = 3;
      Specified by:
      getHyperParametersOrThrow in interface PartnerModelTuningSpecOrBuilder

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseDelimitedFrom

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

    • parseDelimitedFrom

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

    • parseFrom

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

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static PartnerModelTuningSpec.Builder newBuilder()

    • newBuilder

      public static PartnerModelTuningSpec.Builder newBuilder(PartnerModelTuningSpec prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static PartnerModelTuningSpec getDefaultInstance()

    • parser

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

    • getParserForType

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