TrainingJobResourceConfig class - sagemaker library

Constructors

TrainingJobResourceConfig({Input<int?>? instanceCount, Input<List<TrainingJobResourceConfigInstanceGroup>?>? instanceGroups, Input<TrainingJobResourceConfigInstancePlacementConfig?>? instancePlacementConfig, Input<String?>? instanceType, Input<int?>? keepAlivePeriodInSeconds, Input<String?>? trainingPlanArn, Input<String?>? volumeKmsKeyId, Input<int?>? volumeSizeInGb}): Creates a new TrainingJobResourceConfig. instanceCount Number of ML compute instances to use. Conflicts with instanceGroups. instanceGroups List of instance groups for heterogeneous cluster training. Maximum of 5. Conflicts with instanceCount, instanceType, and keepAlivePeriodInSeconds. See instanceGroups below. instancePlacementConfig Instance placement configuration. See instancePlacementConfig below. instanceType ML compute instance type. Conflicts with instanceGroups. keepAlivePeriodInSeconds Time in seconds to keep instances alive after training completes, for warm pool reuse. Valid values: 0–3600. Conflicts with instanceGroups. trainingPlanArn ARN of the training plan to use. volumeKmsKeyId KMS key ID used to encrypt data on the storage volume. volumeSizeInGb Size of the storage volume attached to each instance, in GB.
const
TrainingJobResourceConfig.fromMap(Map<String, dynamic> map): factory

hashCode → int: The hash code for this object.
no setterinherited
instanceCount → Input<int?>?: Number of ML compute instances to use. Conflicts with instanceGroups.
final
instanceGroups → Input<List<TrainingJobResourceConfigInstanceGroup>?>?: List of instance groups for heterogeneous cluster training. Maximum of 5. Conflicts with instanceCount, instanceType, and keepAlivePeriodInSeconds. See instanceGroups below.
final
instancePlacementConfig → Input<TrainingJobResourceConfigInstancePlacementConfig?>?: Instance placement configuration. See instancePlacementConfig below.
final
instanceType → Input<String?>?: ML compute instance type. Conflicts with instanceGroups.
final
keepAlivePeriodInSeconds → Input<int?>?: Time in seconds to keep instances alive after training completes, for warm pool reuse. Valid values: 0–3600. Conflicts with instanceGroups.
final
runtimeType → Type: A representation of the runtime type of the object.
no setterinherited
trainingPlanArn → Input<String?>?: ARN of the training plan to use.
final
volumeKmsKeyId → Input<String?>?: KMS key ID used to encrypt data on the storage volume.
final
volumeSizeInGb → Input<int?>?: Size of the storage volume attached to each instance, in GB.
final

noSuchMethod(Invocation invocation) → dynamic: Invoked when a nonexistent method or property is accessed.
inherited
toMap() → Map<String, dynamic>
toString() → String: A string representation of this object.
inherited