Package software.amazon.awssdk.services.sagemaker.model

Interface ParameterRanges.Builder

All Superinterfaces:

Buildable, CopyableBuilder<ParameterRanges.Builder,ParameterRanges>, SdkBuilder<ParameterRanges.Builder,ParameterRanges>, SdkPojo

Enclosing class:

ParameterRanges

public static interface ParameterRanges.Builder
extends SdkPojo, CopyableBuilder<ParameterRanges.Builder,ParameterRanges>

Method Summary

Modifier and Type	Method	Description
ParameterRanges.Builder	autoParameters(Collection<AutoParameter> autoParameters)	A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.
ParameterRanges.Builder	autoParameters(Consumer<AutoParameter.Builder>... autoParameters)	A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.
ParameterRanges.Builder	autoParameters(AutoParameter... autoParameters)	A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.
ParameterRanges.Builder	categoricalParameterRanges(Collection<CategoricalParameterRange> categoricalParameterRanges)	The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.
ParameterRanges.Builder	categoricalParameterRanges(Consumer<CategoricalParameterRange.Builder>... categoricalParameterRanges)	The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.
ParameterRanges.Builder	categoricalParameterRanges(CategoricalParameterRange... categoricalParameterRanges)	The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.
ParameterRanges.Builder	continuousParameterRanges(Collection<ContinuousParameterRange> continuousParameterRanges)	The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.
ParameterRanges.Builder	continuousParameterRanges(Consumer<ContinuousParameterRange.Builder>... continuousParameterRanges)	The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.
ParameterRanges.Builder	continuousParameterRanges(ContinuousParameterRange... continuousParameterRanges)	The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.
ParameterRanges.Builder	integerParameterRanges(Collection<IntegerParameterRange> integerParameterRanges)	The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.
ParameterRanges.Builder	integerParameterRanges(Consumer<IntegerParameterRange.Builder>... integerParameterRanges)	The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.
ParameterRanges.Builder	integerParameterRanges(IntegerParameterRange... integerParameterRanges)	The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFieldNameToField, sdkFields

Method Detail

integerParameterRanges

ParameterRanges.Builder integerParameterRanges(Collection<IntegerParameterRange> integerParameterRanges)

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Parameters:

integerParameterRanges - The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Returns:

Returns a reference to this object so that method calls can be chained together.

integerParameterRanges

ParameterRanges.Builder integerParameterRanges(IntegerParameterRange... integerParameterRanges)

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Parameters:

integerParameterRanges - The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Returns:

Returns a reference to this object so that method calls can be chained together.

integerParameterRanges

ParameterRanges.Builder integerParameterRanges(Consumer<IntegerParameterRange.Builder>... integerParameterRanges)

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

This is a convenience method that creates an instance of the IntegerParameterRange.Builder avoiding the need to create one manually via IntegerParameterRange.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to #integerParameterRanges(List).

Parameters:

integerParameterRanges - a consumer that will call methods on IntegerParameterRange.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

#integerParameterRanges(java.util.Collection)

continuousParameterRanges

ParameterRanges.Builder continuousParameterRanges(Collection<ContinuousParameterRange> continuousParameterRanges)

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

Parameters:

continuousParameterRanges - The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

Returns:

Returns a reference to this object so that method calls can be chained together.

continuousParameterRanges

ParameterRanges.Builder continuousParameterRanges(ContinuousParameterRange... continuousParameterRanges)

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

Parameters:

continuousParameterRanges - The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

Returns:

Returns a reference to this object so that method calls can be chained together.

continuousParameterRanges

ParameterRanges.Builder continuousParameterRanges(Consumer<ContinuousParameterRange.Builder>... continuousParameterRanges)

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

This is a convenience method that creates an instance of the ContinuousParameterRange.Builder avoiding the need to create one manually via ContinuousParameterRange.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to #continuousParameterRanges(List).

Parameters:

continuousParameterRanges - a consumer that will call methods on ContinuousParameterRange.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

#continuousParameterRanges(java.util.Collection)

categoricalParameterRanges

ParameterRanges.Builder categoricalParameterRanges(Collection<CategoricalParameterRange> categoricalParameterRanges)

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

Parameters:

categoricalParameterRanges - The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

Returns:

Returns a reference to this object so that method calls can be chained together.

categoricalParameterRanges

ParameterRanges.Builder categoricalParameterRanges(CategoricalParameterRange... categoricalParameterRanges)

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

Parameters:

categoricalParameterRanges - The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

Returns:

Returns a reference to this object so that method calls can be chained together.

categoricalParameterRanges

ParameterRanges.Builder categoricalParameterRanges(Consumer<CategoricalParameterRange.Builder>... categoricalParameterRanges)

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

This is a convenience method that creates an instance of the CategoricalParameterRange.Builder avoiding the need to create one manually via CategoricalParameterRange.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to #categoricalParameterRanges(List).

Parameters:

categoricalParameterRanges - a consumer that will call methods on CategoricalParameterRange.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

#categoricalParameterRanges(java.util.Collection)

autoParameters

ParameterRanges.Builder autoParameters(Collection<AutoParameter> autoParameters)

A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.

Parameters:

autoParameters - A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.

Returns:

Returns a reference to this object so that method calls can be chained together.

autoParameters

ParameterRanges.Builder autoParameters(AutoParameter... autoParameters)

A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.

Parameters:

autoParameters - A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.

Returns:

Returns a reference to this object so that method calls can be chained together.

autoParameters

ParameterRanges.Builder autoParameters(Consumer<AutoParameter.Builder>... autoParameters)

A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.

This is a convenience method that creates an instance of the AutoParameter.Builder avoiding the need to create one manually via AutoParameter.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to #autoParameters(List).

Parameters:

autoParameters - a consumer that will call methods on AutoParameter.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

#autoParameters(java.util.Collection)