GoogleCloudMlV1TrainingOutputResponse class

Represents results of a training job. Output only.

Constructors

GoogleCloudMlV1TrainingOutputResponse({required Input<GoogleCloudMlV1BuiltInAlgorithmOutputResponse> builtInAlgorithmOutput, required Input<String> completedTrialCount, required Input<double> consumedMLUnits, required Input<String> hyperparameterMetricTag, required Input<bool> isBuiltInAlgorithmJob, required Input<bool> isHyperparameterTuningJob, required Input<List<GoogleCloudMlV1HyperparameterOutputResponse>> trials, required Input<Map<String, String>> webAccessUris})
Creates a new GoogleCloudMlV1TrainingOutputResponse. builtInAlgorithmOutput Details related to built-in algorithms jobs. Only set for built-in algorithms jobs. completedTrialCount The number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter tuning jobs. consumedMLUnits The amount of ML units consumed by the job. hyperparameterMetricTag The TensorFlow summary tag name used for optimizing hyperparameter tuning trials. See HyperparameterSpec.hyperparameterMetricTag for more information. Only set for hyperparameter tuning jobs. isBuiltInAlgorithmJob Whether this job is a built-in Algorithm job. isHyperparameterTuningJob Whether this job is a hyperparameter tuning job. trials Results for individual Hyperparameter trials. Only set for hyperparameter tuning jobs. webAccessUris URIs for accessing interactive shells (one URI for each training node). Only available if training_input.enable_web_access is true. The keys are names of each node in the training job; for example, master-replica-0 for the master node, worker-replica-0 for the first worker, and ps-replica-0 for the first parameter server. The values are the URIs for each node's interactive shell.
const
GoogleCloudMlV1TrainingOutputResponse.fromMap(Map<String, dynamic> map)
factory

Properties

builtInAlgorithmOutput → Input<GoogleCloudMlV1BuiltInAlgorithmOutputResponse>
Details related to built-in algorithms jobs. Only set for built-in algorithms jobs.
final
completedTrialCount → Input<String>
The number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter tuning jobs.
final
consumedMLUnits → Input<double>
The amount of ML units consumed by the job.
final
hashCode → int
The hash code for this object.
no setterinherited
hyperparameterMetricTag → Input<String>
The TensorFlow summary tag name used for optimizing hyperparameter tuning trials. See HyperparameterSpec.hyperparameterMetricTag for more information. Only set for hyperparameter tuning jobs.
final
isBuiltInAlgorithmJob → Input<bool>
Whether this job is a built-in Algorithm job.
final
isHyperparameterTuningJob → Input<bool>
Whether this job is a hyperparameter tuning job.
final
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited
trials → Input<List<GoogleCloudMlV1HyperparameterOutputResponse>>
Results for individual Hyperparameter trials. Only set for hyperparameter tuning jobs.
final
webAccessUris → Input<Map<String, String>>
URIs for accessing interactive shells (one URI for each training node). Only available if training_input.enable_web_access is true. The keys are names of each node in the training job; for example, master-replica-0 for the master node, worker-replica-0 for the first worker, and ps-replica-0 for the first parameter server. The values are the URIs for each node's interactive shell.
final

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toMap() → Map<String, dynamic>
toString() → String
A string representation of this object.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
inherited