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Versions in this module

v1

v1.2.2

Sep 16, 2022

v1.2.1

May 26, 2021

v1.2.0

Apr 29, 2021

Changes in this version

type AlgorithmSpecification

+ func (in *AlgorithmSpecification) DeepCopy() *AlgorithmSpecification

+ func (in *AlgorithmSpecification) DeepCopyInto(out *AlgorithmSpecification)

+ type AppSpecification struct

+ ContainerArguments []string

+ ContainerEntrypoint []string

+ ImageURI string

+ func (in *AppSpecification) DeepCopy() *AppSpecification

+ func (in *AppSpecification) DeepCopyInto(out *AppSpecification)

+ type AutoscalingResource struct

+ EndpointName *string

+ VariantName *string

+ func (in *AutoscalingResource) DeepCopy() *AutoscalingResource

+ func (in *AutoscalingResource) DeepCopyInto(out *AutoscalingResource)

type CategoricalParameterRange

+ func (in *CategoricalParameterRange) DeepCopy() *CategoricalParameterRange

+ func (in *CategoricalParameterRange) DeepCopyInto(out *CategoricalParameterRange)

type Channel

+ func (in *Channel) DeepCopy() *Channel

+ func (in *Channel) DeepCopyInto(out *Channel)

type CheckpointConfig

+ func (in *CheckpointConfig) DeepCopy() *CheckpointConfig

+ func (in *CheckpointConfig) DeepCopyInto(out *CheckpointConfig)

type CollectionConfiguration

+ func (in *CollectionConfiguration) DeepCopy() *CollectionConfiguration

+ func (in *CollectionConfiguration) DeepCopyInto(out *CollectionConfiguration)

type ContainerDefinition

+ Mode *string

+ func (in *ContainerDefinition) DeepCopy() *ContainerDefinition

+ func (in *ContainerDefinition) DeepCopyInto(out *ContainerDefinition)

type ContinuousParameterRange

+ func (in *ContinuousParameterRange) DeepCopy() *ContinuousParameterRange

+ func (in *ContinuousParameterRange) DeepCopyInto(out *ContinuousParameterRange)

+ type CustomizedMetricSpecification struct

+ Dimensions []*KeyValuePair

+ MetricName *string

+ Namespace *string

+ Statistic *string

+ Unit *string

+ func (in *CustomizedMetricSpecification) DeepCopy() *CustomizedMetricSpecification

+ func (in *CustomizedMetricSpecification) DeepCopyInto(out *CustomizedMetricSpecification)

type DataProcessing

+ func (in *DataProcessing) DeepCopy() *DataProcessing

+ func (in *DataProcessing) DeepCopyInto(out *DataProcessing)

type DataSource

+ func (in *DataSource) DeepCopy() *DataSource

+ func (in *DataSource) DeepCopyInto(out *DataSource)

type DebugHookConfig

+ func (in *DebugHookConfig) DeepCopy() *DebugHookConfig

+ func (in *DebugHookConfig) DeepCopyInto(out *DebugHookConfig)

type DebugRuleConfiguration

+ func (in *DebugRuleConfiguration) DeepCopy() *DebugRuleConfiguration

+ func (in *DebugRuleConfiguration) DeepCopyInto(out *DebugRuleConfiguration)

type DebugRuleEvaluationStatus

+ func (in *DebugRuleEvaluationStatus) DeepCopy() *DebugRuleEvaluationStatus

+ func (in *DebugRuleEvaluationStatus) DeepCopyInto(out *DebugRuleEvaluationStatus)

type DeployedImage

+ func (in *DeployedImage) DeepCopy() *DeployedImage

+ func (in *DeployedImage) DeepCopyInto(out *DeployedImage)

type FileSystemDataSource

+ func (in *FileSystemDataSource) DeepCopy() *FileSystemDataSource

+ func (in *FileSystemDataSource) DeepCopyInto(out *FileSystemDataSource)

type FinalHyperParameterTuningJobObjectiveMetric

+ func (in *FinalHyperParameterTuningJobObjectiveMetric) DeepCopy() *FinalHyperParameterTuningJobObjectiveMetric

+ func (in *FinalHyperParameterTuningJobObjectiveMetric) DeepCopyInto(out *FinalHyperParameterTuningJobObjectiveMetric)

+ type HAPSuspendedState struct

+ DynamicScalingInSuspended *bool

+ DynamicScalingOutSuspended *bool

+ ScheduledScalingSuspended *bool

+ func (in *HAPSuspendedState) DeepCopy() *HAPSuspendedState

+ func (in *HAPSuspendedState) DeepCopyInto(out *HAPSuspendedState)

type HyperParameterAlgorithmSpecification

+ func (in *HyperParameterAlgorithmSpecification) DeepCopy() *HyperParameterAlgorithmSpecification

+ func (in *HyperParameterAlgorithmSpecification) DeepCopyInto(out *HyperParameterAlgorithmSpecification)

type HyperParameterTrainingJobDefinition

+ func (in *HyperParameterTrainingJobDefinition) DeepCopy() *HyperParameterTrainingJobDefinition

+ func (in *HyperParameterTrainingJobDefinition) DeepCopyInto(out *HyperParameterTrainingJobDefinition)

type HyperParameterTrainingJobSummary

+ func (in *HyperParameterTrainingJobSummary) DeepCopy() *HyperParameterTrainingJobSummary

+ func (in *HyperParameterTrainingJobSummary) DeepCopyInto(out *HyperParameterTrainingJobSummary)

type HyperParameterTuningJobConfig

+ func (in *HyperParameterTuningJobConfig) DeepCopy() *HyperParameterTuningJobConfig

+ func (in *HyperParameterTuningJobConfig) DeepCopyInto(out *HyperParameterTuningJobConfig)

type HyperParameterTuningJobObjective

+ func (in *HyperParameterTuningJobObjective) DeepCopy() *HyperParameterTuningJobObjective

+ func (in *HyperParameterTuningJobObjective) DeepCopyInto(out *HyperParameterTuningJobObjective)

type HyperParameterTuningJobWarmStartConfig

+ func (in *HyperParameterTuningJobWarmStartConfig) DeepCopy() *HyperParameterTuningJobWarmStartConfig

+ func (in *HyperParameterTuningJobWarmStartConfig) DeepCopyInto(out *HyperParameterTuningJobWarmStartConfig)

type IntegerParameterRange

+ func (in *IntegerParameterRange) DeepCopy() *IntegerParameterRange

+ func (in *IntegerParameterRange) DeepCopyInto(out *IntegerParameterRange)

type KeyValuePair

+ func (in *KeyValuePair) DeepCopy() *KeyValuePair

+ func (in *KeyValuePair) DeepCopyInto(out *KeyValuePair)

+ type LocalPath string

type MetricDefinition

+ func (in *MetricDefinition) DeepCopy() *MetricDefinition

+ func (in *MetricDefinition) DeepCopyInto(out *MetricDefinition)

type Model

+ func (in *Model) DeepCopy() *Model

+ func (in *Model) DeepCopyInto(out *Model)

type OutputDataConfig

+ func (in *OutputDataConfig) DeepCopy() *OutputDataConfig

+ func (in *OutputDataConfig) DeepCopyInto(out *OutputDataConfig)

type ParameterRanges

+ func (in *ParameterRanges) DeepCopy() *ParameterRanges

+ func (in *ParameterRanges) DeepCopyInto(out *ParameterRanges)

type ParentHyperParameterTuningJob

+ func (in *ParentHyperParameterTuningJob) DeepCopy() *ParentHyperParameterTuningJob

+ func (in *ParentHyperParameterTuningJob) DeepCopyInto(out *ParentHyperParameterTuningJob)

+ type PredefinedMetricSpecification struct

+ PredefinedMetricType *string

+ func (in *PredefinedMetricSpecification) DeepCopy() *PredefinedMetricSpecification

+ func (in *PredefinedMetricSpecification) DeepCopyInto(out *PredefinedMetricSpecification)

+ type ProcessingInput struct

+ InputName string

+ S3Input ProcessingS3Input

+ func (in *ProcessingInput) DeepCopy() *ProcessingInput

+ func (in *ProcessingInput) DeepCopyInto(out *ProcessingInput)

+ type ProcessingNetworkConfig struct

+ EnableInterContainerTrafficEncryption bool

+ EnableNetworkIsolation bool

+ VpcConfig *VpcConfig

+ func (in *ProcessingNetworkConfig) DeepCopy() *ProcessingNetworkConfig

+ func (in *ProcessingNetworkConfig) DeepCopyInto(out *ProcessingNetworkConfig)

+ type ProcessingOutputConfig struct

+ KmsKeyId string

+ Outputs []ProcessingOutputStruct

+ func (in *ProcessingOutputConfig) DeepCopy() *ProcessingOutputConfig

+ func (in *ProcessingOutputConfig) DeepCopyInto(out *ProcessingOutputConfig)

+ type ProcessingOutputStruct struct

+ OutputName string

+ S3Output ProcessingS3Output

+ func (in *ProcessingOutputStruct) DeepCopy() *ProcessingOutputStruct

+ func (in *ProcessingOutputStruct) DeepCopyInto(out *ProcessingOutputStruct)

+ type ProcessingResources struct

+ ClusterConfig *ResourceConfig

+ func (in *ProcessingResources) DeepCopy() *ProcessingResources

+ func (in *ProcessingResources) DeepCopyInto(out *ProcessingResources)

+ type ProcessingS3Input struct

+ CompressionType CompressionType

+ LocalPath LocalPath

+ S3DataDistributionType S3DataDistributionType

+ S3DataType string

+ S3InputMode TrainingInputMode

+ S3Uri S3Uri

+ func (in *ProcessingS3Input) DeepCopy() *ProcessingS3Input

+ func (in *ProcessingS3Input) DeepCopyInto(out *ProcessingS3Input)

+ type ProcessingS3Output struct

+ LocalPath LocalPath

+ S3UploadMode string

+ S3Uri S3Uri

+ func (in *ProcessingS3Output) DeepCopy() *ProcessingS3Output

+ func (in *ProcessingS3Output) DeepCopyInto(out *ProcessingS3Output)

type ProductionVariant

+ func (in *ProductionVariant) DeepCopy() *ProductionVariant

+ func (in *ProductionVariant) DeepCopyInto(out *ProductionVariant)

type ProductionVariantSummary

+ func (in *ProductionVariantSummary) DeepCopy() *ProductionVariantSummary

+ func (in *ProductionVariantSummary) DeepCopyInto(out *ProductionVariantSummary)

type ResourceConfig

+ func (in *ResourceConfig) DeepCopy() *ResourceConfig

+ func (in *ResourceConfig) DeepCopyInto(out *ResourceConfig)

type ResourceLimits

+ func (in *ResourceLimits) DeepCopy() *ResourceLimits

+ func (in *ResourceLimits) DeepCopyInto(out *ResourceLimits)

+ type S3DataDistributionType string

type S3DataSource

+ func (in *S3DataSource) DeepCopy() *S3DataSource

+ func (in *S3DataSource) DeepCopyInto(out *S3DataSource)

+ type S3Uri string

type ShuffleConfig

+ func (in *ShuffleConfig) DeepCopy() *ShuffleConfig

+ func (in *ShuffleConfig) DeepCopyInto(out *ShuffleConfig)

type StoppingCondition

+ func (in *StoppingCondition) DeepCopy() *StoppingCondition

+ func (in *StoppingCondition) DeepCopyInto(out *StoppingCondition)

+ type StoppingConditionNoSpot struct

+ MaxRuntimeInSeconds *int64

+ func (in *StoppingConditionNoSpot) DeepCopy() *StoppingConditionNoSpot

+ func (in *StoppingConditionNoSpot) DeepCopyInto(out *StoppingConditionNoSpot)

type Tag

+ func (in *Tag) DeepCopy() *Tag

+ func (in *Tag) DeepCopyInto(out *Tag)

+ type TargetTrackingScalingPolicyConfig struct

+ CustomizedMetricSpecification *CustomizedMetricSpecification

+ DisableScaleIn *bool

+ PredefinedMetricSpecification *PredefinedMetricSpecification

+ ScaleInCooldown *int64

+ ScaleOutCooldown *int64

+ TargetValue *int64

+ func (in *TargetTrackingScalingPolicyConfig) DeepCopy() *TargetTrackingScalingPolicyConfig

+ func (in *TargetTrackingScalingPolicyConfig) DeepCopyInto(out *TargetTrackingScalingPolicyConfig)

type TensorBoardOutputConfig

+ func (in *TensorBoardOutputConfig) DeepCopy() *TensorBoardOutputConfig

+ func (in *TensorBoardOutputConfig) DeepCopyInto(out *TensorBoardOutputConfig)

type TrainingJobStatusCounters

+ func (in *TrainingJobStatusCounters) DeepCopy() *TrainingJobStatusCounters

+ func (in *TrainingJobStatusCounters) DeepCopyInto(out *TrainingJobStatusCounters)

type TransformDataSource

+ func (in *TransformDataSource) DeepCopy() *TransformDataSource

+ func (in *TransformDataSource) DeepCopyInto(out *TransformDataSource)

type TransformInput

+ func (in *TransformInput) DeepCopy() *TransformInput

+ func (in *TransformInput) DeepCopyInto(out *TransformInput)

type TransformOutput

+ func (in *TransformOutput) DeepCopy() *TransformOutput

+ func (in *TransformOutput) DeepCopyInto(out *TransformOutput)

type TransformResources

+ func (in *TransformResources) DeepCopy() *TransformResources

+ func (in *TransformResources) DeepCopyInto(out *TransformResources)

type TransformS3DataSource

+ func (in *TransformS3DataSource) DeepCopy() *TransformS3DataSource

+ func (in *TransformS3DataSource) DeepCopyInto(out *TransformS3DataSource)

+ type VariantProperty struct

+ VariantPropertyType *string

+ func (in *VariantProperty) DeepCopy() *VariantProperty

+ func (in *VariantProperty) DeepCopyInto(out *VariantProperty)

type VpcConfig

+ func (in *VpcConfig) DeepCopy() *VpcConfig

+ func (in *VpcConfig) DeepCopyInto(out *VpcConfig)

v1.1.0

Apr 2, 2020

Changes in this version

+ var AddToScheme = SchemeBuilder.AddToScheme

+ var GroupVersion = schema.GroupVersion

+ var SchemeBuilder = &scheme.Builder

+ type AlgorithmSpecification struct

+ AlgorithmName *string

+ MetricDefinitions []MetricDefinition

+ TrainingImage *string

+ TrainingInputMode TrainingInputMode

+ type AssemblyType string

+ type BatchStrategy string

+ type CategoricalParameterRange struct

+ Name *string

+ Values []string

+ type Channel struct

+ ChannelName *string

+ CompressionType string

+ ContentType *string

+ DataSource *DataSource

+ InputMode string

+ RecordWrapperType string

+ ShuffleConfig *ShuffleConfig

+ type CheckpointConfig struct

+ LocalPath *string

+ S3Uri *string

+ type CollectionConfiguration struct

+ CollectionName *string

+ CollectionParameters []*KeyValuePair

+ type CompressionType string

+ type ContainerDefinition struct

+ ContainerHostname *string

+ Environment []*KeyValuePair

+ Image *string

+ ModelDataUrl *string

+ ModelPackageName *string

+ type ContinuousParameterRange struct

+ MaxValue *string

+ MinValue *string

+ Name *string

+ ScalingType HyperParameterScalingType

+ type DataProcessing struct

+ InputFilter *string

+ JoinSource JoinSource

+ OutputFilter *string

+ type DataSource struct

+ FileSystemDataSource *FileSystemDataSource

+ S3DataSource *S3DataSource

+ type DebugHookConfig struct

+ CollectionConfigurations []*CollectionConfiguration

+ HookParameters []*KeyValuePair

+ LocalPath *string

+ S3OutputPath *string

+ type DebugRuleConfiguration struct

+ InstanceType string

+ LocalPath *string

+ RuleConfigurationName *string

+ RuleEvaluatorImage *string

+ RuleParameters []*KeyValuePair

+ S3OutputPath *string

+ VolumeSizeInGB *int64

+ type DebugRuleEvaluationStatus struct

+ LastModifiedTime *metav1.Time

+ RuleConfigurationName *string

+ RuleEvaluationJobArn *string

+ RuleEvaluationStatus *string

+ StatusDetail *string

+ type DeployedImage struct

+ ResolutionTime *metav1.Time

+ ResolvedImage *string

+ SpecifiedImage *string

+ type FileSystemDataSource struct

+ DirectoryPath *string

+ FileSystemAccessMode *string

+ FileSystemId *string

+ FileSystemType *string

+ type FinalHyperParameterTuningJobObjectiveMetric struct

+ MetricName *string

+ Type HyperParameterTuningJobObjectiveType

+ Value *string

+ type HyperParameterAlgorithmSpecification struct

+ AlgorithmName *string

+ MetricDefinitions []MetricDefinition

+ TrainingImage *string

+ TrainingInputMode TrainingInputMode

+ type HyperParameterScalingType string

+ type HyperParameterTrainingJobDefinition struct

+ AlgorithmSpecification *HyperParameterAlgorithmSpecification

+ CheckpointConfig *CheckpointConfig

+ EnableInterContainerTrafficEncryption *bool

+ EnableManagedSpotTraining *bool

+ EnableNetworkIsolation *bool

+ InputDataConfig []Channel

+ OutputDataConfig *OutputDataConfig

+ ResourceConfig *ResourceConfig

+ RoleArn *string

+ StaticHyperParameters []*KeyValuePair

+ StoppingCondition *StoppingCondition

+ VpcConfig *VpcConfig

+ type HyperParameterTrainingJobSummary struct

+ CreationTime *metav1.Time

+ FailureReason *string

+ FinalHyperParameterTuningJobObjectiveMetric *FinalHyperParameterTuningJobObjectiveMetric

+ ObjectiveStatus ObjectiveStatus

+ TrainingEndTime *metav1.Time

+ TrainingJobArn *string

+ TrainingJobName *string

+ TrainingJobStatus string

+ TrainingStartTime *metav1.Time

+ TunedHyperParameters []*KeyValuePair

+ TuningJobName *string

+ type HyperParameterTuningJobConfig struct

+ HyperParameterTuningJobObjective *HyperParameterTuningJobObjective

+ ParameterRanges *ParameterRanges

+ ResourceLimits *ResourceLimits

+ Strategy HyperParameterTuningJobStrategyType

+ TrainingJobEarlyStoppingType TrainingJobEarlyStoppingType

+ type HyperParameterTuningJobObjective struct

+ MetricName *string

+ Type HyperParameterTuningJobObjectiveType

+ type HyperParameterTuningJobObjectiveType string

+ type HyperParameterTuningJobStrategyType string

+ type HyperParameterTuningJobWarmStartConfig struct

+ ParentHyperParameterTuningJobs []ParentHyperParameterTuningJob

+ WarmStartType HyperParameterTuningJobWarmStartType

+ type HyperParameterTuningJobWarmStartType string

+ type IntegerParameterRange struct

+ MaxValue *string

+ MinValue *string

+ Name *string

+ ScalingType HyperParameterScalingType

+ type JoinSource string

+ type KeyValuePair struct

+ Name string

+ Value string

+ type MetricDefinition struct

+ Name *string

+ Regex *string

+ type Model struct

+ Containers []*ContainerDefinition

+ EnableNetworkIsolation *bool

+ ExecutionRoleArn *string

+ Name *string

+ PrimaryContainer *string

+ VpcConfig *VpcConfig

+ type ObjectiveStatus string

+ type OutputDataConfig struct

+ KmsKeyId *string

+ S3OutputPath *string

+ type ParameterRanges struct

+ CategoricalParameterRanges []CategoricalParameterRange

+ ContinuousParameterRanges []ContinuousParameterRange

+ IntegerParameterRanges []IntegerParameterRange

+ type ParentHyperParameterTuningJob struct

+ HyperParameterTuningJobName *string

+ type ProductionVariant struct

+ AcceleratorType ProductionVariantAcceleratorType

+ InitialInstanceCount *int64

+ InitialVariantWeight *int64

+ InstanceType ProductionVariantInstanceType

+ ModelName *string

+ VariantName *string

+ type ProductionVariantAcceleratorType string

+ type ProductionVariantInstanceType string

+ type ProductionVariantSummary struct

+ CurrentInstanceCount *int64

+ CurrentWeight *int64

+ DeployedImages []DeployedImage

+ DesiredInstanceCount *int64

+ DesiredWeight *int64

+ VariantName *string

+ type ResourceConfig struct

+ InstanceCount *int64

+ InstanceType string

+ VolumeKmsKeyId *string

+ VolumeSizeInGB *int64

+ type ResourceLimits struct

+ MaxNumberOfTrainingJobs *int64

+ MaxParallelTrainingJobs *int64

+ type S3DataSource struct

+ AttributeNames []string

+ S3DataDistributionType string

+ S3DataType string

+ S3Uri *string

+ type S3DataType string

+ type ShuffleConfig struct

+ Seed *int64

+ type SplitType string

+ type StoppingCondition struct

+ MaxRuntimeInSeconds *int64

+ MaxWaitTimeInSeconds *int64

+ type Tag struct

+ Key *string

+ Value *string

+ func DeepCopyTagSlice(tagsToCopy []Tag) []Tag

+ type TensorBoardOutputConfig struct

+ LocalPath *string

+ S3OutputPath *string

+ type TrainingInputMode string

+ type TrainingJobEarlyStoppingType string

+ type TrainingJobStatusCounters struct

+ Completed *int64

+ InProgress *int64

+ NonRetryableError *int64

+ RetryableError *int64

+ Stopped *int64

+ TotalError *int64

+ type TransformDataSource struct

+ S3DataSource *TransformS3DataSource

+ type TransformInput struct

+ CompressionType CompressionType

+ ContentType *string

+ DataSource *TransformDataSource

+ SplitType SplitType

+ type TransformOutput struct

+ Accept *string

+ AssembleWith AssemblyType

+ KmsKeyId *string

+ S3OutputPath *string

+ type TransformResources struct

+ InstanceCount *int64

+ InstanceType string

+ VolumeKmsKeyId *string

+ type TransformS3DataSource struct

+ S3DataType S3DataType

+ S3Uri *string

+ type VpcConfig struct

+ SecurityGroupIds []string

+ Subnets []string

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