pipelines/components/aws/sagemaker/common/hpo.template.yaml

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1019 B
YAML

HyperParameterTuningJobName: ''
HyperParameterTuningJobConfig:
Strategy: ''
HyperParameterTuningJobObjective:
Type: ''
MetricName: ''
ResourceLimits:
MaxNumberOfTrainingJobs: 0
MaxParallelTrainingJobs: 0
ParameterRanges:
IntegerParameterRanges: []
ContinuousParameterRanges: []
CategoricalParameterRanges: []
TrainingJobEarlyStoppingType: ''
TrainingJobDefinition:
StaticHyperParameters: {}
AlgorithmSpecification:
TrainingImage: ''
TrainingInputMode: ''
AlgorithmName: ''
MetricDefinitions: []
RoleArn: ''
InputDataConfig: []
VpcConfig:
SecurityGroupIds: []
Subnets: []
OutputDataConfig:
KmsKeyId: ''
S3OutputPath: ''
ResourceConfig:
InstanceType: ''
InstanceCount: 1
VolumeSizeInGB: 1
VolumeKmsKeyId: ''
StoppingCondition:
MaxRuntimeInSeconds: 86400
EnableNetworkIsolation: True
EnableInterContainerTrafficEncryption: False
WarmStartConfig:
ParentHyperParameterTuningJobs: []
WarmStartType: ''
Tags: []