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AWS::SageMaker::OptimizationJob OptimizationConfig
Settings for an optimization technique that you apply with a model optimization job.
Syntax
To declare this entity in your Amazon CloudFormation template, use the following syntax:
JSON
{ "ModelCompilationConfig" :ModelCompilationConfig, "ModelQuantizationConfig" :ModelQuantizationConfig, "ModelShardingConfig" :ModelShardingConfig}
YAML
ModelCompilationConfig:ModelCompilationConfigModelQuantizationConfig:ModelQuantizationConfigModelShardingConfig:ModelShardingConfig
Properties
ModelCompilationConfig-
Settings for the model compilation technique that's applied by a model optimization job.
Required: No
Type: ModelCompilationConfig
Update requires: Replacement
ModelQuantizationConfig-
Settings for the model quantization technique that's applied by a model optimization job.
Required: No
Type: ModelQuantizationConfig
Update requires: Replacement
ModelShardingConfig-
Settings for the model sharding technique that's applied by a model optimization job.
Required: No
Type: ModelShardingConfig
Update requires: Replacement