Documentation ¶
Index ¶
Constants ¶
This section is empty.
Variables ¶
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Functions ¶
This section is empty.
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.