Interface HPOConfig.Builder

All Superinterfaces:

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

Enclosing class:

HPOConfig

@Mutable
@NotThreadSafe
public static interface HPOConfig.Builder
extends SdkPojo, CopyableBuilder<HPOConfig.Builder,HPOConfig>

Method Summary

Modifier and Type	Method	Description
default HPOConfig.Builder	algorithmHyperParameterRanges(Consumer<HyperParameterRanges.Builder> algorithmHyperParameterRanges)	The hyperparameters and their allowable ranges.
HPOConfig.Builder	algorithmHyperParameterRanges(HyperParameterRanges algorithmHyperParameterRanges)	The hyperparameters and their allowable ranges.
default HPOConfig.Builder	hpoObjective(Consumer<HPOObjective.Builder> hpoObjective)	The metric to optimize during HPO.
HPOConfig.Builder	hpoObjective(HPOObjective hpoObjective)	The metric to optimize during HPO.
default HPOConfig.Builder	hpoResourceConfig(Consumer<HPOResourceConfig.Builder> hpoResourceConfig)	Describes the resource configuration for HPO.
HPOConfig.Builder	hpoResourceConfig(HPOResourceConfig hpoResourceConfig)	Describes the resource configuration for HPO.

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 Details

hpoObjective

HPOConfig.Builder hpoObjective(HPOObjective hpoObjective)

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

Parameters:

hpoObjective - The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

Returns:

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

hpoObjective

default HPOConfig.Builder hpoObjective(Consumer<HPOObjective.Builder> hpoObjective)

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

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

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to hpoObjective(HPOObjective).

Parameters:

hpoObjective - a consumer that will call methods on HPOObjective.Builder

Returns:

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

See Also:

• hpoObjective(HPOObjective)

hpoResourceConfig

HPOConfig.Builder hpoResourceConfig(HPOResourceConfig hpoResourceConfig)

Describes the resource configuration for HPO.

Parameters:

hpoResourceConfig - Describes the resource configuration for HPO.

Returns:

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

hpoResourceConfig

default HPOConfig.Builder hpoResourceConfig(Consumer<HPOResourceConfig.Builder> hpoResourceConfig)

Describes the resource configuration for HPO.

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

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to hpoResourceConfig(HPOResourceConfig).

Parameters:

hpoResourceConfig - a consumer that will call methods on HPOResourceConfig.Builder

Returns:

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

See Also:

• hpoResourceConfig(HPOResourceConfig)

algorithmHyperParameterRanges

HPOConfig.Builder algorithmHyperParameterRanges(HyperParameterRanges algorithmHyperParameterRanges)

The hyperparameters and their allowable ranges.

Parameters:

algorithmHyperParameterRanges - The hyperparameters and their allowable ranges.

Returns:

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

algorithmHyperParameterRanges

default HPOConfig.Builder algorithmHyperParameterRanges(Consumer<HyperParameterRanges.Builder> algorithmHyperParameterRanges)

The hyperparameters and their allowable ranges.

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

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to algorithmHyperParameterRanges(HyperParameterRanges).

Parameters:

algorithmHyperParameterRanges - a consumer that will call methods on HyperParameterRanges.Builder

Returns:

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

See Also:

• algorithmHyperParameterRanges(HyperParameterRanges)