Class: Aws::Types::TrainingJob

Inherits:

Object

Object
Aws::Types::TrainingJob

show all

Defined in:: sig/types.rbs

Constant Summary collapse

SENSITIVE = Returns: ([])

Instance Attribute Summary collapse

#algorithm_specification ⇒ Types::AlgorithmSpecification
Returns the value of attribute algorithm_specification.
#auto_ml_job_arn ⇒ ::String
Returns the value of attribute auto_ml_job_arn.
#billable_time_in_seconds ⇒ ::Integer
Returns the value of attribute billable_time_in_seconds.
#checkpoint_config ⇒ Types::CheckpointConfig
Returns the value of attribute checkpoint_config.
#creation_time ⇒ ::Time
Returns the value of attribute creation_time.
#debug_hook_config ⇒ Types::DebugHookConfig
Returns the value of attribute debug_hook_config.
#debug_rule_configurations ⇒ ::Array[Types::DebugRuleConfiguration]
Returns the value of attribute debug_rule_configurations.
#debug_rule_evaluation_statuses ⇒ ::Array[Types::DebugRuleEvaluationStatus]
Returns the value of attribute debug_rule_evaluation_statuses.
#enable_inter_container_traffic_encryption ⇒ Boolean
Returns the value of attribute enable_inter_container_traffic_encryption.
#enable_managed_spot_training ⇒ Boolean
Returns the value of attribute enable_managed_spot_training.
#enable_network_isolation ⇒ Boolean
Returns the value of attribute enable_network_isolation.
#environment ⇒ ::Hash[::String, ::String]
Returns the value of attribute environment.
#experiment_config ⇒ Types::ExperimentConfig
Returns the value of attribute experiment_config.
#failure_reason ⇒ ::String
Returns the value of attribute failure_reason.
#final_metric_data_list ⇒ ::Array[Types::MetricData]
Returns the value of attribute final_metric_data_list.
#hyper_parameters ⇒ ::Hash[::String, ::String]
Returns the value of attribute hyper_parameters.
#input_data_config ⇒ ::Array[Types::Channel]
Returns the value of attribute input_data_config.
#labeling_job_arn ⇒ ::String
Returns the value of attribute labeling_job_arn.
#last_modified_time ⇒ ::Time
Returns the value of attribute last_modified_time.
#model_artifacts ⇒ Types::ModelArtifacts
Returns the value of attribute model_artifacts.
#model_package_config ⇒ Types::ModelPackageConfig
Returns the value of attribute model_package_config.
#output_data_config ⇒ Types::OutputDataConfig
Returns the value of attribute output_data_config.
#output_model_package_arn ⇒ ::String
Returns the value of attribute output_model_package_arn.
#profiler_config ⇒ Types::ProfilerConfig
Returns the value of attribute profiler_config.
#resource_config ⇒ Types::ResourceConfig
Returns the value of attribute resource_config.
#retry_strategy ⇒ Types::RetryStrategy
Returns the value of attribute retry_strategy.
#role_arn ⇒ ::String
Returns the value of attribute role_arn.
#secondary_status ⇒ "Starting", ...
Returns the value of attribute secondary_status.
#secondary_status_transitions ⇒ ::Array[Types::SecondaryStatusTransition]
Returns the value of attribute secondary_status_transitions.
#stopping_condition ⇒ Types::StoppingCondition
Returns the value of attribute stopping_condition.
#tags ⇒ ::Array[Types::Tag]
Returns the value of attribute tags.
#tensor_board_output_config ⇒ Types::TensorBoardOutputConfig
Returns the value of attribute tensor_board_output_config.
#training_end_time ⇒ ::Time
Returns the value of attribute training_end_time.
#training_job_arn ⇒ ::String
Returns the value of attribute training_job_arn.
#training_job_name ⇒ ::String
Returns the value of attribute training_job_name.
#training_job_status ⇒ "InProgress", ...
Returns the value of attribute training_job_status.
#training_start_time ⇒ ::Time
Returns the value of attribute training_start_time.
#training_time_in_seconds ⇒ ::Integer
Returns the value of attribute training_time_in_seconds.
#tuning_job_arn ⇒ ::String
Returns the value of attribute tuning_job_arn.
#vpc_config ⇒ Types::VpcConfig
Returns the value of attribute vpc_config.
#warm_pool_status ⇒ Types::WarmPoolStatus
Returns the value of attribute warm_pool_status.

Instance Attribute Details

#algorithm_specification ⇒ `Types::AlgorithmSpecification`

Returns the value of attribute algorithm_specification.

Returns:

(Types::AlgorithmSpecification)



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# File 'sig/types.rbs', line 11415

def algorithm_specification
  @algorithm_specification
end

#auto_ml_job_arn ⇒ `::String`

Returns the value of attribute auto_ml_job_arn.

Returns:

(::String)



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# File 'sig/types.rbs', line 11409

def auto_ml_job_arn
  @auto_ml_job_arn
end

#billable_time_in_seconds ⇒ `::Integer`

Returns the value of attribute billable_time_in_seconds.

Returns:

(::Integer)



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# File 'sig/types.rbs', line 11434

def billable_time_in_seconds
  @billable_time_in_seconds
end

#checkpoint_config ⇒ `Types::CheckpointConfig`

Returns the value of attribute checkpoint_config.

Returns:

(Types::CheckpointConfig)



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# File 'sig/types.rbs', line 11432

def checkpoint_config
  @checkpoint_config
end

#creation_time ⇒ `::Time`

Returns the value of attribute creation_time.

Returns:

(::Time)



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# File 'sig/types.rbs', line 11423

def creation_time
  @creation_time
end

#debug_hook_config ⇒ `Types::DebugHookConfig`

Returns the value of attribute debug_hook_config.

Returns:

(Types::DebugHookConfig)



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# File 'sig/types.rbs', line 11435

def debug_hook_config
  @debug_hook_config
end

#debug_rule_configurations ⇒ `::Array[Types::DebugRuleConfiguration]`

Returns the value of attribute debug_rule_configurations.

Returns:

(::Array[Types::DebugRuleConfiguration])



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# File 'sig/types.rbs', line 11437

def debug_rule_configurations
  @debug_rule_configurations
end

#debug_rule_evaluation_statuses ⇒ `::Array[Types::DebugRuleEvaluationStatus]`

Returns the value of attribute debug_rule_evaluation_statuses.

Returns:

(::Array[Types::DebugRuleEvaluationStatus])



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# File 'sig/types.rbs', line 11439

def debug_rule_evaluation_statuses
  @debug_rule_evaluation_statuses
end

#enable_inter_container_traffic_encryption ⇒ `Boolean`

Returns the value of attribute enable_inter_container_traffic_encryption.

Returns:

(Boolean)



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# File 'sig/types.rbs', line 11430

def enable_inter_container_traffic_encryption
  @enable_inter_container_traffic_encryption
end

#enable_managed_spot_training ⇒ `Boolean`

Returns the value of attribute enable_managed_spot_training.

Returns:

(Boolean)



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# File 'sig/types.rbs', line 11431

def enable_managed_spot_training
  @enable_managed_spot_training
end

#enable_network_isolation ⇒ `Boolean`

Returns the value of attribute enable_network_isolation.

Returns:

(Boolean)



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# File 'sig/types.rbs', line 11429

def enable_network_isolation
  @enable_network_isolation
end

#environment ⇒ `::Hash[::String, ::String]`

Returns the value of attribute environment.

Returns:

(::Hash[::String, ::String])



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# File 'sig/types.rbs', line 11443

def environment
  @environment
end

#experiment_config ⇒ `Types::ExperimentConfig`

Returns the value of attribute experiment_config.

Returns:

(Types::ExperimentConfig)



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# File 'sig/types.rbs', line 11436

def experiment_config
  @experiment_config
end

#failure_reason ⇒ `::String`

Returns the value of attribute failure_reason.

Returns:

(::String)



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# File 'sig/types.rbs', line 11413

def failure_reason
  @failure_reason
end

#final_metric_data_list ⇒ `::Array[Types::MetricData]`

Returns the value of attribute final_metric_data_list.

Returns:

(::Array[Types::MetricData])



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# File 'sig/types.rbs', line 11428

def final_metric_data_list
  @final_metric_data_list
end

#hyper_parameters ⇒ `::Hash[::String, ::String]`

Returns the value of attribute hyper_parameters.

Returns:

(::Hash[::String, ::String])



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# File 'sig/types.rbs', line 11414

def hyper_parameters
  @hyper_parameters
end

#input_data_config ⇒ `::Array[Types::Channel]`

Returns the value of attribute input_data_config.

Returns:

(::Array[Types::Channel])



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# File 'sig/types.rbs', line 11417

def input_data_config
  @input_data_config
end

#labeling_job_arn ⇒ `::String`

Returns the value of attribute labeling_job_arn.

Returns:

(::String)



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# File 'sig/types.rbs', line 11408

def labeling_job_arn
  @labeling_job_arn
end

#last_modified_time ⇒ `::Time`

Returns the value of attribute last_modified_time.

Returns:

(::Time)



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# File 'sig/types.rbs', line 11426

def last_modified_time
  @last_modified_time
end

#model_artifacts ⇒ `Types::ModelArtifacts`

Returns the value of attribute model_artifacts.

Returns:

(Types::ModelArtifacts)



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# File 'sig/types.rbs', line 11410

def model_artifacts
  @model_artifacts
end

#model_package_config ⇒ `Types::ModelPackageConfig`

Returns the value of attribute model_package_config.

Returns:

(Types::ModelPackageConfig)



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# File 'sig/types.rbs', line 11441

def model_package_config
  @model_package_config
end

#output_data_config ⇒ `Types::OutputDataConfig`

Returns the value of attribute output_data_config.

Returns:

(Types::OutputDataConfig)



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# File 'sig/types.rbs', line 11418

def output_data_config
  @output_data_config
end

#output_model_package_arn ⇒ `::String`

Returns the value of attribute output_model_package_arn.

Returns:

(::String)



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# File 'sig/types.rbs', line 11440

def output_model_package_arn
  @output_model_package_arn
end

#profiler_config ⇒ `Types::ProfilerConfig`

Returns the value of attribute profiler_config.

Returns:

(Types::ProfilerConfig)



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# File 'sig/types.rbs', line 11442

def profiler_config
  @profiler_config
end

#resource_config ⇒ `Types::ResourceConfig`

Returns the value of attribute resource_config.

Returns:

(Types::ResourceConfig)



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# File 'sig/types.rbs', line 11419

def resource_config
  @resource_config
end

#retry_strategy ⇒ `Types::RetryStrategy`

Returns the value of attribute retry_strategy.

Returns:

(Types::RetryStrategy)



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# File 'sig/types.rbs', line 11444

def retry_strategy
  @retry_strategy
end

#role_arn ⇒ `::String`

Returns the value of attribute role_arn.

Returns:

(::String)



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# File 'sig/types.rbs', line 11416

def role_arn
  @role_arn
end

#secondary_status ⇒ `"Starting"`, ...

Returns the value of attribute secondary_status.

Returns:

("Starting", "LaunchingMLInstances", "PreparingTrainingStack", "Downloading", "DownloadingTrainingImage", "Training", "Uploading", "Stopping", "Stopped", "MaxRuntimeExceeded", "Completed", "Failed", "Interrupted", "MaxWaitTimeExceeded", "Updating", "Restarting", "Pending")



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# File 'sig/types.rbs', line 11412

def secondary_status
  @secondary_status
end

#secondary_status_transitions ⇒ `::Array[Types::SecondaryStatusTransition]`

Returns the value of attribute secondary_status_transitions.

Returns:

(::Array[Types::SecondaryStatusTransition])



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# File 'sig/types.rbs', line 11427

def secondary_status_transitions
  @secondary_status_transitions
end

#stopping_condition ⇒ `Types::StoppingCondition`

Returns the value of attribute stopping_condition.

Returns:

(Types::StoppingCondition)



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# File 'sig/types.rbs', line 11422

def stopping_condition
  @stopping_condition
end

#tags ⇒ `::Array[Types::Tag]`

Returns the value of attribute tags.

Returns:

(::Array[Types::Tag])



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# File 'sig/types.rbs', line 11445

def tags
  @tags
end

#tensor_board_output_config ⇒ `Types::TensorBoardOutputConfig`

Returns the value of attribute tensor_board_output_config.

Returns:

(Types::TensorBoardOutputConfig)



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# File 'sig/types.rbs', line 11438

def tensor_board_output_config
  @tensor_board_output_config
end

#training_end_time ⇒ `::Time`

Returns the value of attribute training_end_time.

Returns:

(::Time)



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# File 'sig/types.rbs', line 11425

def training_end_time
  @training_end_time
end

#training_job_arn ⇒ `::String`

Returns the value of attribute training_job_arn.

Returns:

(::String)



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# File 'sig/types.rbs', line 11406

def training_job_arn
  @training_job_arn
end

#training_job_name ⇒ `::String`

Returns the value of attribute training_job_name.

Returns:

(::String)



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# File 'sig/types.rbs', line 11405

def training_job_name
  @training_job_name
end

#training_job_status ⇒ `"InProgress"`, ...

Returns the value of attribute training_job_status.

Returns:

("InProgress", "Completed", "Failed", "Stopping", "Stopped", "Deleting")



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# File 'sig/types.rbs', line 11411

def training_job_status
  @training_job_status
end

#training_start_time ⇒ `::Time`

Returns the value of attribute training_start_time.

Returns:

(::Time)



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# File 'sig/types.rbs', line 11424

def training_start_time
  @training_start_time
end

#training_time_in_seconds ⇒ `::Integer`

Returns the value of attribute training_time_in_seconds.

Returns:

(::Integer)



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# File 'sig/types.rbs', line 11433

def training_time_in_seconds
  @training_time_in_seconds
end

#tuning_job_arn ⇒ `::String`

Returns the value of attribute tuning_job_arn.

Returns:

(::String)



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# File 'sig/types.rbs', line 11407

def tuning_job_arn
  @tuning_job_arn
end

#vpc_config ⇒ `Types::VpcConfig`

Returns the value of attribute vpc_config.

Returns:

(Types::VpcConfig)



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# File 'sig/types.rbs', line 11421

def vpc_config
  @vpc_config
end

#warm_pool_status ⇒ `Types::WarmPoolStatus`

Returns the value of attribute warm_pool_status.

Returns:

(Types::WarmPoolStatus)



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# File 'sig/types.rbs', line 11420

def warm_pool_status
  @warm_pool_status
end

Class: Aws::Types::TrainingJob

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#algorithm_specification ⇒ Types::AlgorithmSpecification

#auto_ml_job_arn ⇒ ::String

#billable_time_in_seconds ⇒ ::Integer

#checkpoint_config ⇒ Types::CheckpointConfig

#creation_time ⇒ ::Time

#debug_hook_config ⇒ Types::DebugHookConfig

#debug_rule_configurations ⇒ ::Array[Types::DebugRuleConfiguration]

#debug_rule_evaluation_statuses ⇒ ::Array[Types::DebugRuleEvaluationStatus]

#enable_inter_container_traffic_encryption ⇒ Boolean

#enable_managed_spot_training ⇒ Boolean

#enable_network_isolation ⇒ Boolean

#environment ⇒ ::Hash[::String, ::String]

#experiment_config ⇒ Types::ExperimentConfig

#failure_reason ⇒ ::String

#final_metric_data_list ⇒ ::Array[Types::MetricData]

#hyper_parameters ⇒ ::Hash[::String, ::String]

#input_data_config ⇒ ::Array[Types::Channel]

#labeling_job_arn ⇒ ::String

#last_modified_time ⇒ ::Time

#model_artifacts ⇒ Types::ModelArtifacts

#model_package_config ⇒ Types::ModelPackageConfig

#output_data_config ⇒ Types::OutputDataConfig

#output_model_package_arn ⇒ ::String

#profiler_config ⇒ Types::ProfilerConfig

#resource_config ⇒ Types::ResourceConfig

#retry_strategy ⇒ Types::RetryStrategy

#role_arn ⇒ ::String

#secondary_status ⇒ "Starting", ...

#secondary_status_transitions ⇒ ::Array[Types::SecondaryStatusTransition]

#stopping_condition ⇒ Types::StoppingCondition

#tags ⇒ ::Array[Types::Tag]

#tensor_board_output_config ⇒ Types::TensorBoardOutputConfig

#training_end_time ⇒ ::Time

#training_job_arn ⇒ ::String

#training_job_name ⇒ ::String

#training_job_status ⇒ "InProgress", ...

#training_start_time ⇒ ::Time

#training_time_in_seconds ⇒ ::Integer

#tuning_job_arn ⇒ ::String

#vpc_config ⇒ Types::VpcConfig

#warm_pool_status ⇒ Types::WarmPoolStatus

#algorithm_specification ⇒ `Types::AlgorithmSpecification`

#auto_ml_job_arn ⇒ `::String`

#billable_time_in_seconds ⇒ `::Integer`

#checkpoint_config ⇒ `Types::CheckpointConfig`

#creation_time ⇒ `::Time`

#debug_hook_config ⇒ `Types::DebugHookConfig`

#debug_rule_configurations ⇒ `::Array[Types::DebugRuleConfiguration]`

#debug_rule_evaluation_statuses ⇒ `::Array[Types::DebugRuleEvaluationStatus]`

#enable_inter_container_traffic_encryption ⇒ `Boolean`

#enable_managed_spot_training ⇒ `Boolean`

#enable_network_isolation ⇒ `Boolean`

#environment ⇒ `::Hash[::String, ::String]`

#experiment_config ⇒ `Types::ExperimentConfig`

#failure_reason ⇒ `::String`

#final_metric_data_list ⇒ `::Array[Types::MetricData]`

#hyper_parameters ⇒ `::Hash[::String, ::String]`

#input_data_config ⇒ `::Array[Types::Channel]`

#labeling_job_arn ⇒ `::String`

#last_modified_time ⇒ `::Time`

#model_artifacts ⇒ `Types::ModelArtifacts`

#model_package_config ⇒ `Types::ModelPackageConfig`

#output_data_config ⇒ `Types::OutputDataConfig`

#output_model_package_arn ⇒ `::String`

#profiler_config ⇒ `Types::ProfilerConfig`

#resource_config ⇒ `Types::ResourceConfig`

#retry_strategy ⇒ `Types::RetryStrategy`

#role_arn ⇒ `::String`

#secondary_status ⇒ `"Starting"`, ...

#secondary_status_transitions ⇒ `::Array[Types::SecondaryStatusTransition]`

#stopping_condition ⇒ `Types::StoppingCondition`

#tags ⇒ `::Array[Types::Tag]`

#tensor_board_output_config ⇒ `Types::TensorBoardOutputConfig`

#training_end_time ⇒ `::Time`

#training_job_arn ⇒ `::String`

#training_job_name ⇒ `::String`

#training_job_status ⇒ `"InProgress"`, ...

#training_start_time ⇒ `::Time`

#training_time_in_seconds ⇒ `::Integer`

#tuning_job_arn ⇒ `::String`

#vpc_config ⇒ `Types::VpcConfig`

#warm_pool_status ⇒ `Types::WarmPoolStatus`