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

Interface OptimizationConfig.Builder

All Superinterfaces:

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

Enclosing class:

OptimizationConfig

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

Method Summary

Modifier and Type	Method	Description
default OptimizationConfig.Builder	modelCompilationConfig(Consumer<ModelCompilationConfig.Builder> modelCompilationConfig)	Settings for the model compilation technique that's applied by a model optimization job.
OptimizationConfig.Builder	modelCompilationConfig(ModelCompilationConfig modelCompilationConfig)	Settings for the model compilation technique that's applied by a model optimization job.
default OptimizationConfig.Builder	modelQuantizationConfig(Consumer<ModelQuantizationConfig.Builder> modelQuantizationConfig)	Settings for the model quantization technique that's applied by a model optimization job.
OptimizationConfig.Builder	modelQuantizationConfig(ModelQuantizationConfig modelQuantizationConfig)	Settings for the model quantization technique that's applied by a model optimization job.
default OptimizationConfig.Builder	modelShardingConfig(Consumer<ModelShardingConfig.Builder> modelShardingConfig)	Settings for the model sharding technique that's applied by a model optimization job.
OptimizationConfig.Builder	modelShardingConfig(ModelShardingConfig modelShardingConfig)	Settings for the model sharding technique that's applied by a model optimization job.

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

modelQuantizationConfig

OptimizationConfig.Builder modelQuantizationConfig(ModelQuantizationConfig modelQuantizationConfig)

Settings for the model quantization technique that's applied by a model optimization job.

Parameters:

modelQuantizationConfig - Settings for the model quantization technique that's applied by a model optimization job.

Returns:

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

modelQuantizationConfig

default OptimizationConfig.Builder modelQuantizationConfig(Consumer<ModelQuantizationConfig.Builder> modelQuantizationConfig)

Settings for the model quantization technique that's applied by a model optimization job.

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

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

Parameters:

modelQuantizationConfig - a consumer that will call methods on ModelQuantizationConfig.Builder

Returns:

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

See Also:

modelQuantizationConfig(ModelQuantizationConfig)

modelCompilationConfig

OptimizationConfig.Builder modelCompilationConfig(ModelCompilationConfig modelCompilationConfig)

Settings for the model compilation technique that's applied by a model optimization job.

Parameters:

modelCompilationConfig - Settings for the model compilation technique that's applied by a model optimization job.

Returns:

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

modelCompilationConfig

default OptimizationConfig.Builder modelCompilationConfig(Consumer<ModelCompilationConfig.Builder> modelCompilationConfig)

Settings for the model compilation technique that's applied by a model optimization job.

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

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

Parameters:

modelCompilationConfig - a consumer that will call methods on ModelCompilationConfig.Builder

Returns:

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

See Also:

modelCompilationConfig(ModelCompilationConfig)

modelShardingConfig

OptimizationConfig.Builder modelShardingConfig(ModelShardingConfig modelShardingConfig)

Settings for the model sharding technique that's applied by a model optimization job.

Parameters:

modelShardingConfig - Settings for the model sharding technique that's applied by a model optimization job.

Returns:

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

modelShardingConfig

default OptimizationConfig.Builder modelShardingConfig(Consumer<ModelShardingConfig.Builder> modelShardingConfig)

Settings for the model sharding technique that's applied by a model optimization job.

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

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

Parameters:

modelShardingConfig - a consumer that will call methods on ModelShardingConfig.Builder

Returns:

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

See Also:

modelShardingConfig(ModelShardingConfig)