Constructor Detail

Method Detail

• batchSize

   final JobCreateParams.Hyperparameters.Builder batchSize(JobCreateParams.Hyperparameters.BatchSize batchSize)

  Number of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.

• batchSize

   final JobCreateParams.Hyperparameters.Builder batchSize(JsonField<JobCreateParams.Hyperparameters.BatchSize> batchSize)

  Sets Builder.batchSize to an arbitrary JSON value.

  You should usually call Builder.batchSize with a well-typed BatchSize value instead. This method is primarily for setting the field to an undocumented or not yet supported value.

• batchSize

   final JobCreateParams.Hyperparameters.Builder batchSize(Long integer)

  Alias for calling batchSize with BatchSize.ofInteger(integer).

• batchSizeAuto

   final JobCreateParams.Hyperparameters.Builder batchSizeAuto()

  Alias for calling batchSize with BatchSize.ofAuto().

• learningRateMultiplier

   final JobCreateParams.Hyperparameters.Builder learningRateMultiplier(JobCreateParams.Hyperparameters.LearningRateMultiplier learningRateMultiplier)

  Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.

• learningRateMultiplier

   final JobCreateParams.Hyperparameters.Builder learningRateMultiplier(JsonField<JobCreateParams.Hyperparameters.LearningRateMultiplier> learningRateMultiplier)

  Sets Builder.learningRateMultiplier to an arbitrary JSON value.

  You should usually call Builder.learningRateMultiplier with a well-typed LearningRateMultiplier value instead. This method is primarily for setting the field to an undocumented or not yet supported value.

• learningRateMultiplier

   final JobCreateParams.Hyperparameters.Builder learningRateMultiplier(Double number)

  Alias for calling learningRateMultiplier with LearningRateMultiplier.ofNumber(number).

• learningRateMultiplierAuto

   final JobCreateParams.Hyperparameters.Builder learningRateMultiplierAuto()

  Alias for calling learningRateMultiplier with LearningRateMultiplier.ofAuto().

• nEpochs

   final JobCreateParams.Hyperparameters.Builder nEpochs(JobCreateParams.Hyperparameters.NEpochs nEpochs)

  The number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.

• nEpochs

   final JobCreateParams.Hyperparameters.Builder nEpochs(JsonField<JobCreateParams.Hyperparameters.NEpochs> nEpochs)

  Sets Builder.nEpochs to an arbitrary JSON value.

  You should usually call Builder.nEpochs with a well-typed NEpochs value instead. This method is primarily for setting the field to an undocumented or not yet supported value.

• nEpochs

   final JobCreateParams.Hyperparameters.Builder nEpochs(Long integer)

  Alias for calling nEpochs with NEpochs.ofInteger(integer).

• nEpochsAuto

   final JobCreateParams.Hyperparameters.Builder nEpochsAuto()

  Alias for calling nEpochs with NEpochs.ofAuto().

• additionalProperties

   final JobCreateParams.Hyperparameters.Builder additionalProperties(Map<String, JsonValue> additionalProperties)

• putAdditionalProperty

   final JobCreateParams.Hyperparameters.Builder putAdditionalProperty(String key, JsonValue value)

• putAllAdditionalProperties

   final JobCreateParams.Hyperparameters.Builder putAllAdditionalProperties(Map<String, JsonValue> additionalProperties)

• removeAdditionalProperty

   final JobCreateParams.Hyperparameters.Builder removeAdditionalProperty(String key)

• removeAllAdditionalProperties

   final JobCreateParams.Hyperparameters.Builder removeAllAdditionalProperties(Set<String> keys)

• build

   final JobCreateParams.Hyperparameters build()

  Returns an immutable instance of Hyperparameters.

  Further updates to this Builder will not mutate the returned instance.