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v0.16.0 Latest Latest Go to latest Published: Oct 31, 2023 License: Apache-2.0 Imports: 12 Imported by: 3

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Repository

github.com/kubeflow/katib

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Documentation ¶

Constants ¶

This section is empty.

Variables ¶

This section is empty.

Functions ¶

This section is empty.

Types ¶

type DefaultGenerator ¶

type DefaultGenerator struct {
	// contains filtered or unexported fields
}

DefaultGenerator is the default implementation of Generator.

func (*DefaultGenerator) GetEarlyStoppingConfigData ¶ added in v0.13.0

func (g *DefaultGenerator) GetEarlyStoppingConfigData(algorithmName string) (configv1beta1.EarlyStoppingConfig, error)

GetEarlyStoppingConfigData returns early stopping configuration for a given algorithm.

func (*DefaultGenerator) GetMetricsCollectorConfigData ¶ added in v0.10.0

func (g *DefaultGenerator) GetMetricsCollectorConfigData(cKind commonapiv1beta1.CollectorKind) (configv1beta1.MetricsCollectorConfig, error)

GetMetricsCollectorConfigData returns metrics collector configuration for a given collector kind.

func (*DefaultGenerator) GetRunSpecWithHyperParameters ¶

func (g *DefaultGenerator) GetRunSpecWithHyperParameters(experiment *experimentsv1beta1.Experiment, trialName, trialNamespace string, assignments []commonapiv1beta1.ParameterAssignment) (*unstructured.Unstructured, error)

GetRunSpecWithHyperParameters returns the specification for trial with hyperparameters.

func (*DefaultGenerator) GetSuggestionConfigData ¶

func (g *DefaultGenerator) GetSuggestionConfigData(algorithmName string) (configv1beta1.SuggestionConfig, error)

GetSuggestionConfigData returns suggestion configuration for a given algorithm name.

func (*DefaultGenerator) GetTrialTemplate ¶ added in v0.10.0

func (g *DefaultGenerator) GetTrialTemplate(instance *experimentsv1beta1.Experiment) (string, error)

GetTrialTemplate returns string Trial template from experiment

func (*DefaultGenerator) InjectClient ¶

func (g *DefaultGenerator) InjectClient(c client.Client)

type Generator ¶

type Generator interface {
	InjectClient(c client.Client)
	GetTrialTemplate(instance *experimentsv1beta1.Experiment) (string, error)
	GetRunSpecWithHyperParameters(experiment *experimentsv1beta1.Experiment, trialName, trialNamespace string, assignments []commonapiv1beta1.ParameterAssignment) (*unstructured.Unstructured, error)
	GetSuggestionConfigData(algorithmName string) (configv1beta1.SuggestionConfig, error)
	GetEarlyStoppingConfigData(algorithmName string) (configv1beta1.EarlyStoppingConfig, error)
	GetMetricsCollectorConfigData(cKind commonapiv1beta1.CollectorKind) (configv1beta1.MetricsCollectorConfig, error)
}

Generator is the type for manifests Generator.

func New ¶

func New(c client.Client) Generator

New creates a new Generator.

Source Files ¶

View all Source files

generator.go

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