Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1TensorboardRun

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

TensorboardRun maps to a specific execution of a training job with a given set of hyperparameter values, model definition, dataset, etc

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1TensorboardRun

Returns a new instance of GoogleCloudAiplatformV1TensorboardRun.



31284
31285
31286
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31284

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#create_time ⇒ String

Output only. Timestamp when this TensorboardRun was created. Corresponds to the JSON property createTime

Returns:

  • (String) 


31237
31238
31239
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31237

def create_time
  @create_time
end

#description ⇒ String

Description of this TensorboardRun. Corresponds to the JSON property description

Returns:

  • (String) 


31242
31243
31244
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31242

def description
  @description
end

#display_name ⇒ String

Required. User provided name of this TensorboardRun. This value must be unique among all TensorboardRuns belonging to the same parent TensorboardExperiment. Corresponds to the JSON property displayName

Returns:

  • (String) 


31248
31249
31250
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31248

def display_name
  @display_name
end

#etag ⇒ String

Used to perform a consistent read-modify-write updates. If not set, a blind " overwrite" update happens. Corresponds to the JSON property etag

Returns:

  • (String) 


31254
31255
31256
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31254

def etag
  @etag
end

#labels ⇒ Hash<String,String>

The labels with user-defined metadata to organize your TensorboardRuns. This field will be used to filter and visualize Runs in the Tensorboard UI. For example, a Vertex AI training job can set a label aiplatform.googleapis.com/ training_job_id=xxxxx to all the runs created within that job. An end user can set a label experiment_id=xxxxx for all the runs produced in a Jupyter notebook. These runs can be grouped by a label value and visualized together in the Tensorboard UI. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. No more than 64 user labels can be associated with one TensorboardRun (System labels are excluded). See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform. googleapis.com/" and are immutable. Corresponds to the JSON property labels

Returns:

  • (Hash<String,String>) 


31271
31272
31273
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31271

def labels
  @labels
end

#name ⇒ String

Output only. Name of the TensorboardRun. Format: projects/project/locations/ location/tensorboards/tensorboard/experiments/experiment/runs/run` Corresponds to the JSON propertyname`

Returns:

  • (String) 


31277
31278
31279
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31277

def name
  @name
end

#update_time ⇒ String

Output only. Timestamp when this TensorboardRun was last updated. Corresponds to the JSON property updateTime

Returns:

  • (String) 


31282
31283
31284
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31282

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



31289
31290
31291
31292
31293
31294
31295
31296
31297
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 31289

def update!(**args)
  @create_time = args[:create_time] if args.key?(:create_time)
  @description = args[:description] if args.key?(:description)
  @display_name = args[:display_name] if args.key?(:display_name)
  @etag = args[:etag] if args.key?(:etag)
  @labels = args[:labels] if args.key?(:labels)
  @name = args[:name] if args.key?(:name)
  @update_time = args[:update_time] if args.key?(:update_time)
end