Documentation
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Index ¶
Constants ¶
This section is empty.
Variables ¶
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Functions ¶
This section is empty.
Types ¶
type TrainingJob ¶
type TrainingJob struct {
metav1.TypeMeta `json:",inline"`
metav1.ObjectMeta `json:"metadata,omitempty"`
Spec TrainingJobSpec `json:"spec"`
Status TrainingJobStatus `json:"status,omitempty"`
}
TrainingJob is the Schema for the trainingjobs API
func (*TrainingJob) DeepCopy ¶ added in v1.2.0
func (in *TrainingJob) DeepCopy() *TrainingJob
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJob.
func (*TrainingJob) DeepCopyInto ¶ added in v1.2.0
func (in *TrainingJob) DeepCopyInto(out *TrainingJob)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
func (*TrainingJob) DeepCopyObject ¶ added in v1.2.0
func (in *TrainingJob) DeepCopyObject() runtime.Object
DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
type TrainingJobList ¶
type TrainingJobList struct {
metav1.TypeMeta `json:",inline"`
metav1.ListMeta `json:"metadata,omitempty"`
Items []TrainingJob `json:"items"`
}
TrainingJobList contains a list of TrainingJob
func (*TrainingJobList) DeepCopy ¶ added in v1.2.0
func (in *TrainingJobList) DeepCopy() *TrainingJobList
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobList.
func (*TrainingJobList) DeepCopyInto ¶ added in v1.2.0
func (in *TrainingJobList) DeepCopyInto(out *TrainingJobList)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
func (*TrainingJobList) DeepCopyObject ¶ added in v1.2.0
func (in *TrainingJobList) DeepCopyObject() runtime.Object
DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
type TrainingJobSpec ¶
type TrainingJobSpec struct {
AlgorithmSpecification *commonv1.AlgorithmSpecification `json:"algorithmSpecification"`
EnableInterContainerTrafficEncryption *bool `json:"enableInterContainerTrafficEncryption,omitempty"`
EnableNetworkIsolation *bool `json:"enableNetworkIsolation,omitempty"`
EnableManagedSpotTraining *bool `json:"enableManagedSpotTraining,omitempty"`
HyperParameters []*commonv1.KeyValuePair `json:"hyperParameters,omitempty"`
// +kubebuilder:validation:MinItems=1
InputDataConfig []commonv1.Channel `json:"inputDataConfig,omitempty"`
OutputDataConfig *commonv1.OutputDataConfig `json:"outputDataConfig"`
CheckpointConfig *commonv1.CheckpointConfig `json:"checkpointConfig,omitempty"`
ResourceConfig *commonv1.ResourceConfig `json:"resourceConfig"`
// +kubebuilder:validation:MinLength=20
RoleArn *string `json:"roleArn"`
// +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"`
StoppingCondition *commonv1.StoppingCondition `json:"stoppingCondition"`
DebugRuleConfigurations []*commonv1.DebugRuleConfiguration `json:"debugRuleConfigurations,omitempty"`
DebugHookConfig *commonv1.DebugHookConfig `json:"debugHookConfig,omitempty"`
TensorBoardOutputConfig *commonv1.TensorBoardOutputConfig `json:"tensorBoardOutputConfig,omitempty"`
Tags []commonv1.Tag `json:"tags,omitempty"`
// The SageMaker training job name. This is optional for the SageMaker K8s operator. If it is empty,
// the operator will populate it with a generated name.
// +kubebuilder:validation:MaxLength=63
TrainingJobName *string `json:"trainingJobName,omitempty"`
VpcConfig *commonv1.VpcConfig `json:"vpcConfig,omitempty"`
}
TrainingJobSpec defines the desired state of TrainingJob
func (*TrainingJobSpec) DeepCopy ¶ added in v1.2.0
func (in *TrainingJobSpec) DeepCopy() *TrainingJobSpec
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobSpec.
func (*TrainingJobSpec) DeepCopyInto ¶ added in v1.2.0
func (in *TrainingJobSpec) DeepCopyInto(out *TrainingJobSpec)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type TrainingJobStatus ¶
type TrainingJobStatus struct {
// The status of the training job.
// https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTrainingJob.html#SageMaker-DescribeTrainingJob-response-TrainingJobStatus
TrainingJobStatus string `json:"trainingJobStatus,omitempty"`
// The secondary, more granular status of the training job.
// https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTrainingJob.html#SageMaker-DescribeTrainingJob-response-SecondaryStatus
SecondaryStatus string `json:"secondaryStatus,omitempty"`
// Field to store additional information, for example if
// we are unable to check the status we update this.
Additional string `json:"additional,omitempty"`
// The last time that we checked the status of the SageMaker job.
LastCheckTime *metav1.Time `json:"lastCheckTime,omitempty"`
// Cloud Watch url for training log
CloudWatchLogUrl string `json:"cloudWatchLogUrl,omitempty"`
//SageMaker training job name
SageMakerTrainingJobName string `json:"sageMakerTrainingJobName,omitempty"`
//Full path to the training artifact (model)
ModelPath string `json:"modelPath,omitempty"`
// Status of rule evaluation jobs, obtained from DebugRuleEvaluationStatuses.
// https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeTrainingJob.html#sagemaker-DescribeTrainingJob-response-DebugRuleEvaluationStatuses
DebugRuleEvaluationStatuses []commonv1.DebugRuleEvaluationStatus `json:"debugRuleEvaluationStatuses,omitempty"`
}
TrainingJobStatus defines the observed state of TrainingJob
func (*TrainingJobStatus) DeepCopy ¶ added in v1.2.0
func (in *TrainingJobStatus) DeepCopy() *TrainingJobStatus
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TrainingJobStatus.
func (*TrainingJobStatus) DeepCopyInto ¶ added in v1.2.0
func (in *TrainingJobStatus) DeepCopyInto(out *TrainingJobStatus)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
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