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Index ¶
Constants ¶
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Variables ¶
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Functions ¶
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Types ¶
type HyperparameterTuningJob ¶
type HyperparameterTuningJob struct {
metav1.TypeMeta `json:",inline"`
metav1.ObjectMeta `json:"metadata,omitempty"`
Spec HyperparameterTuningJobSpec `json:"spec,omitempty"`
Status HyperparameterTuningJobStatus `json:"status,omitempty"`
}
HyperparameterTuningJob is the Schema for the hyperparametertuningjobs API
func (*HyperparameterTuningJob) DeepCopy ¶ added in v1.2.0
func (in *HyperparameterTuningJob) DeepCopy() *HyperparameterTuningJob
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperparameterTuningJob.
func (*HyperparameterTuningJob) DeepCopyInto ¶ added in v1.2.0
func (in *HyperparameterTuningJob) DeepCopyInto(out *HyperparameterTuningJob)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
func (*HyperparameterTuningJob) DeepCopyObject ¶ added in v1.2.0
func (in *HyperparameterTuningJob) DeepCopyObject() runtime.Object
DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
type HyperparameterTuningJobList ¶
type HyperparameterTuningJobList struct {
metav1.TypeMeta `json:",inline"`
metav1.ListMeta `json:"metadata,omitempty"`
Items []HyperparameterTuningJob `json:"items"`
}
HyperparameterTuningJobList contains a list of HyperparameterTuningJob
func (*HyperparameterTuningJobList) DeepCopy ¶ added in v1.2.0
func (in *HyperparameterTuningJobList) DeepCopy() *HyperparameterTuningJobList
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperparameterTuningJobList.
func (*HyperparameterTuningJobList) DeepCopyInto ¶ added in v1.2.0
func (in *HyperparameterTuningJobList) DeepCopyInto(out *HyperparameterTuningJobList)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
func (*HyperparameterTuningJobList) DeepCopyObject ¶ added in v1.2.0
func (in *HyperparameterTuningJobList) DeepCopyObject() runtime.Object
DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
type HyperparameterTuningJobSpec ¶
type HyperparameterTuningJobSpec struct {
HyperParameterTuningJobConfig *commonv1.HyperParameterTuningJobConfig `json:"hyperParameterTuningJobConfig"`
HyperParameterTuningJobName *string `json:"hyperParameterTuningJobName,omitempty"`
Tags []commonv1.Tag `json:"tags,omitempty"`
TrainingJobDefinition *commonv1.HyperParameterTrainingJobDefinition `json:"trainingJobDefinition,omitempty"`
WarmStartConfig *commonv1.HyperParameterTuningJobWarmStartConfig `json:"warmStartConfig,omitempty"`
// +kubebuilder:validation:MinLength=1
Region *string `json:"region"`
// A custom SageMaker endpoint to use when communicating with SageMaker.
// +kubebuilder:validation:Pattern="^(https|http)://.*$"
SageMakerEndpoint *string `json:"sageMakerEndpoint,omitempty"`
}
HyperparameterTuningJobSpec defines the desired state of HyperparameterTuningJob These are taken from aws-go-sdk-v2 and modified to use Kubebuilder validation and json omitempty instead of aws-go-sdk-v2 validation and required parameter notation, respectively.
func (*HyperparameterTuningJobSpec) DeepCopy ¶ added in v1.2.0
func (in *HyperparameterTuningJobSpec) DeepCopy() *HyperparameterTuningJobSpec
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperparameterTuningJobSpec.
func (*HyperparameterTuningJobSpec) DeepCopyInto ¶ added in v1.2.0
func (in *HyperparameterTuningJobSpec) DeepCopyInto(out *HyperparameterTuningJobSpec)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type HyperparameterTuningJobStatus ¶
type HyperparameterTuningJobStatus struct {
// Field to store additional information, for example if
// we are unable to check the status we update this.
Additional string `json:"additional,omitempty"`
// The status of HyperParameterTrainingJob
// https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeHyperParameterTuningJob.html#SageMaker-DescribeHyperParameterTuningJob-response-HyperParameterTuningJobStatus
HyperParameterTuningJobStatus string `json:"hyperParameterTuningJobStatus,omitempty"`
// A HyperParameterTrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.
// See https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeHyperParameterTuningJob.html#SageMaker-DescribeHyperParameterTuningJob-response-BestTrainingJob
BestTrainingJob *commonv1.HyperParameterTrainingJobSummary `json:"bestTrainingJob,omitempty"`
// The last time that we checked the status of the SageMaker job.
LastCheckTime *metav1.Time `json:"lastCheckTime,omitempty"`
//SageMaker hyperparametertuning job name
SageMakerHyperParameterTuningJobName string `json:"sageMakerHyperParameterTuningJobName,omitempty"`
// The TrainingJobStatusCounters object that specifies the number of training
// jobs, categorized by status, that this tuning job launched.
// https://docs.aws.amazon.com/sagemaker/latest/dg/API_TrainingJobStatusCounters.html
TrainingJobStatusCounters *commonv1.TrainingJobStatusCounters `json:"trainingJobStatusCounters,omitempty"`
}
HyperparameterTuningJobStatus defines the observed state of HyperparameterTuningJob
func (*HyperparameterTuningJobStatus) DeepCopy ¶ added in v1.2.0
func (in *HyperparameterTuningJobStatus) DeepCopy() *HyperparameterTuningJobStatus
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperparameterTuningJobStatus.
func (*HyperparameterTuningJobStatus) DeepCopyInto ¶ added in v1.2.0
func (in *HyperparameterTuningJobStatus) DeepCopyInto(out *HyperparameterTuningJobStatus)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
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