Module: Aws::SageMaker::Client::_DescribeTrainingJobResponseSuccess

Includes:

Seahorse::Client::_ResponseSuccess[Types::DescribeTrainingJobResponse]

Defined in:

sig/client.rbs

Instance Method Summary

• #algorithm_specification ⇒ Types::AlgorithmSpecification
• #auto_ml_job_arn ⇒ ::String
• #billable_time_in_seconds ⇒ ::Integer
• #billable_token_count ⇒ ::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]
• #infra_check_config ⇒ Types::InfraCheckConfig
• #input_data_config ⇒ ::Array[Types::Channel]
• #labeling_job_arn ⇒ ::String
• #last_modified_time ⇒ ::Time
• #mlflow_config ⇒ Types::MlflowConfig
• #mlflow_details ⇒ Types::MlflowDetails
• #model_artifacts ⇒ Types::ModelArtifacts
• #model_package_config ⇒ Types::ModelPackageConfig
• #output_data_config ⇒ Types::OutputDataConfig
• #output_model_package_arn ⇒ ::String
• #profiler_config ⇒ Types::ProfilerConfig
• #profiler_rule_configurations ⇒ ::Array[Types::ProfilerRuleConfiguration]
• #profiler_rule_evaluation_statuses ⇒ ::Array[Types::ProfilerRuleEvaluationStatus]
• #profiling_status ⇒ "Enabled", "Disabled"
• #progress_info ⇒ Types::TrainingProgressInfo
• #remote_debug_config ⇒ Types::RemoteDebugConfig
• #resource_config ⇒ Types::ResourceConfig
• #retry_strategy ⇒ Types::RetryStrategy
• #role_arn ⇒ ::String
• #secondary_status ⇒ "Starting", ...
• #secondary_status_transitions ⇒ ::Array[Types::SecondaryStatusTransition]
• #serverless_job_config ⇒ Types::ServerlessJobConfig
• #stopping_condition ⇒ Types::StoppingCondition
• #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

Instance Method Details

#algorithm_specification ⇒ Types::AlgorithmSpecification

Returns:

• (Types::AlgorithmSpecification)

# File 'sig/client.rbs', line 5002

def algorithm_specification: () -> Types::AlgorithmSpecification

#auto_ml_job_arn ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 4996

def auto_ml_job_arn: () -> ::String

#billable_time_in_seconds ⇒ ::Integer

Returns:

• (::Integer)

# File 'sig/client.rbs', line 5021

def billable_time_in_seconds: () -> ::Integer

#billable_token_count ⇒ ::Integer

Returns:

• (::Integer)

# File 'sig/client.rbs', line 5022

def billable_token_count: () -> ::Integer

#checkpoint_config ⇒ Types::CheckpointConfig

Returns:

• (Types::CheckpointConfig)

# File 'sig/client.rbs', line 5019

def checkpoint_config: () -> Types::CheckpointConfig

#creation_time ⇒ ::Time

Returns:

• (::Time)

# File 'sig/client.rbs', line 5010

def creation_time: () -> ::Time

#debug_hook_config ⇒ Types::DebugHookConfig

Returns:

• (Types::DebugHookConfig)

# File 'sig/client.rbs', line 5023

def debug_hook_config: () -> Types::DebugHookConfig

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

Returns:

• (::Array[Types::DebugRuleConfiguration])

# File 'sig/client.rbs', line 5025

def debug_rule_configurations: () -> ::Array[Types::DebugRuleConfiguration]

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

Returns:

• (::Array[Types::DebugRuleEvaluationStatus])

# File 'sig/client.rbs', line 5027

def debug_rule_evaluation_statuses: () -> ::Array[Types::DebugRuleEvaluationStatus]

#enable_inter_container_traffic_encryption ⇒ Boolean

Returns:

• (Boolean)

# File 'sig/client.rbs', line 5017

def enable_inter_container_traffic_encryption: () -> bool

#enable_managed_spot_training ⇒ Boolean

Returns:

• (Boolean)

# File 'sig/client.rbs', line 5018

def enable_managed_spot_training: () -> bool

#enable_network_isolation ⇒ Boolean

Returns:

• (Boolean)

# File 'sig/client.rbs', line 5016

def enable_network_isolation: () -> bool

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

Returns:

• (::Hash[::String, ::String])

# File 'sig/client.rbs', line 5032

def environment: () -> ::Hash[::String, ::String]

#experiment_config ⇒ Types::ExperimentConfig

Returns:

• (Types::ExperimentConfig)

# File 'sig/client.rbs', line 5024

def experiment_config: () -> Types::ExperimentConfig

#failure_reason ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 5000

def failure_reason: () -> ::String

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

Returns:

• (::Array[Types::MetricData])

# File 'sig/client.rbs', line 5015

def final_metric_data_list: () -> ::Array[Types::MetricData]

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

Returns:

• (::Hash[::String, ::String])

# File 'sig/client.rbs', line 5001

def hyper_parameters: () -> ::Hash[::String, ::String]

#infra_check_config ⇒ Types::InfraCheckConfig

Returns:

• (Types::InfraCheckConfig)

# File 'sig/client.rbs', line 5035

def infra_check_config: () -> Types::InfraCheckConfig

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

Returns:

• (::Array[Types::Channel])

# File 'sig/client.rbs', line 5004

def input_data_config: () -> ::Array[Types::Channel]

#labeling_job_arn ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 4995

def labeling_job_arn: () -> ::String

#last_modified_time ⇒ ::Time

Returns:

• (::Time)

# File 'sig/client.rbs', line 5013

def last_modified_time: () -> ::Time

#mlflow_config ⇒ Types::MlflowConfig

Returns:

• (Types::MlflowConfig)

# File 'sig/client.rbs', line 5037

def mlflow_config: () -> Types::MlflowConfig

#mlflow_details ⇒ Types::MlflowDetails

Returns:

• (Types::MlflowDetails)

# File 'sig/client.rbs', line 5039

def mlflow_details: () -> Types::MlflowDetails

#model_artifacts ⇒ Types::ModelArtifacts

Returns:

• (Types::ModelArtifacts)

# File 'sig/client.rbs', line 4997

def model_artifacts: () -> Types::ModelArtifacts

#model_package_config ⇒ Types::ModelPackageConfig

Returns:

• (Types::ModelPackageConfig)

# File 'sig/client.rbs', line 5038

def model_package_config: () -> Types::ModelPackageConfig

#output_data_config ⇒ Types::OutputDataConfig

Returns:

• (Types::OutputDataConfig)

# File 'sig/client.rbs', line 5005

def output_data_config: () -> Types::OutputDataConfig

#output_model_package_arn ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 5041

def output_model_package_arn: () -> ::String

#profiler_config ⇒ Types::ProfilerConfig

Returns:

• (Types::ProfilerConfig)

# File 'sig/client.rbs', line 5028

def profiler_config: () -> Types::ProfilerConfig

#profiler_rule_configurations ⇒ ::Array[Types::ProfilerRuleConfiguration]

Returns:

• (::Array[Types::ProfilerRuleConfiguration])

# File 'sig/client.rbs', line 5029

def profiler_rule_configurations: () -> ::Array[Types::ProfilerRuleConfiguration]

#profiler_rule_evaluation_statuses ⇒ ::Array[Types::ProfilerRuleEvaluationStatus]

Returns:

• (::Array[Types::ProfilerRuleEvaluationStatus])

# File 'sig/client.rbs', line 5030

def profiler_rule_evaluation_statuses: () -> ::Array[Types::ProfilerRuleEvaluationStatus]

#profiling_status ⇒ "Enabled", "Disabled"

Returns:

• ("Enabled", "Disabled")

# File 'sig/client.rbs', line 5031

def profiling_status: () -> ("Enabled" | "Disabled")

#progress_info ⇒ Types::TrainingProgressInfo

Returns:

• (Types::TrainingProgressInfo)

# File 'sig/client.rbs', line 5040

def progress_info: () -> Types::TrainingProgressInfo

#remote_debug_config ⇒ Types::RemoteDebugConfig

Returns:

• (Types::RemoteDebugConfig)

# File 'sig/client.rbs', line 5034

def remote_debug_config: () -> Types::RemoteDebugConfig

#resource_config ⇒ Types::ResourceConfig

Returns:

• (Types::ResourceConfig)

# File 'sig/client.rbs', line 5006

def resource_config: () -> Types::ResourceConfig

#retry_strategy ⇒ Types::RetryStrategy

Returns:

• (Types::RetryStrategy)

# File 'sig/client.rbs', line 5033

def retry_strategy: () -> Types::RetryStrategy

#role_arn ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 5003

def role_arn: () -> ::String

#secondary_status ⇒ "Starting", ...

Returns:

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

# File 'sig/client.rbs', line 4999

def secondary_status: () -> ("Starting" | "LaunchingMLInstances" | "PreparingTrainingStack" | "Downloading" | "DownloadingTrainingImage" | "Training" | "Uploading" | "Stopping" | "Stopped" | "MaxRuntimeExceeded" | "Completed" | "Failed" | "Interrupted" | "MaxWaitTimeExceeded" | "Updating" | "Restarting" | "Pending")

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

Returns:

• (::Array[Types::SecondaryStatusTransition])

# File 'sig/client.rbs', line 5014

def secondary_status_transitions: () -> ::Array[Types::SecondaryStatusTransition]

#serverless_job_config ⇒ Types::ServerlessJobConfig

Returns:

• (Types::ServerlessJobConfig)

# File 'sig/client.rbs', line 5036

def serverless_job_config: () -> Types::ServerlessJobConfig

#stopping_condition ⇒ Types::StoppingCondition

Returns:

• (Types::StoppingCondition)

# File 'sig/client.rbs', line 5009

def stopping_condition: () -> Types::StoppingCondition

#tensor_board_output_config ⇒ Types::TensorBoardOutputConfig

Returns:

• (Types::TensorBoardOutputConfig)

# File 'sig/client.rbs', line 5026

def tensor_board_output_config: () -> Types::TensorBoardOutputConfig

#training_end_time ⇒ ::Time

Returns:

• (::Time)

# File 'sig/client.rbs', line 5012

def training_end_time: () -> ::Time

#training_job_arn ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 4993

def training_job_arn: () -> ::String

#training_job_name ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 4992

def training_job_name: () -> ::String

#training_job_status ⇒ "InProgress", ...

Returns:

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

# File 'sig/client.rbs', line 4998

def training_job_status: () -> ("InProgress" | "Completed" | "Failed" | "Stopping" | "Stopped" | "Deleting")

#training_start_time ⇒ ::Time

Returns:

• (::Time)

# File 'sig/client.rbs', line 5011

def training_start_time: () -> ::Time

#training_time_in_seconds ⇒ ::Integer

Returns:

• (::Integer)

# File 'sig/client.rbs', line 5020

def training_time_in_seconds: () -> ::Integer

#tuning_job_arn ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 4994

def tuning_job_arn: () -> ::String

#vpc_config ⇒ Types::VpcConfig

Returns:

• (Types::VpcConfig)

# File 'sig/client.rbs', line 5008

def vpc_config: () -> Types::VpcConfig

#warm_pool_status ⇒ Types::WarmPoolStatus

Returns:

• (Types::WarmPoolStatus)

# File 'sig/client.rbs', line 5007

def warm_pool_status: () -> Types::WarmPoolStatus