Class: Google::Apis::BigqueryV2::IterationResult

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
generated/google/apis/bigquery_v2/classes.rb,
generated/google/apis/bigquery_v2/representations.rb,
generated/google/apis/bigquery_v2/representations.rb

Overview

Information about a single iteration of the training run.

Instance Attribute Summary collapse

Instance Method Summary collapse

Methods included from Core::JsonObjectSupport

#to_json

Methods included from Core::Hashable

process_value, #to_h

Constructor Details

#initialize(**args) ⇒ IterationResult

Returns a new instance of IterationResult



1854
1855
1856
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 1854

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

Instance Attribute Details

#cluster_infos ⇒ Array<Google::Apis::BigqueryV2::ClusterInfo>

[Beta] Information about top clusters for clustering models. Corresponds to the JSON property clusterInfos

Returns:



1827
1828
1829
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 1827

def cluster_infos
  @cluster_infos
end

#duration_ms ⇒ Fixnum

Time taken to run the iteration in milliseconds. Corresponds to the JSON property durationMs

Returns:

  • (Fixnum) 


1832
1833
1834
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 1832

def duration_ms
  @duration_ms
end

#eval_loss ⇒ Float

Loss computed on the eval data at the end of iteration. Corresponds to the JSON property evalLoss

Returns:

  • (Float) 


1837
1838
1839
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 1837

def eval_loss
  @eval_loss
end

#index ⇒ Fixnum

Index of the iteration, 0 based. Corresponds to the JSON property index

Returns:

  • (Fixnum) 


1842
1843
1844
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 1842

def index
  @index
end

#learn_rate ⇒ Float

Learn rate used for this iteration. Corresponds to the JSON property learnRate

Returns:

  • (Float) 


1847
1848
1849
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 1847

def learn_rate
  @learn_rate
end

#training_loss ⇒ Float

Loss computed on the training data at the end of iteration. Corresponds to the JSON property trainingLoss

Returns:

  • (Float) 


1852
1853
1854
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 1852

def training_loss
  @training_loss
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



1859
1860
1861
1862
1863
1864
1865
1866
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 1859

def update!(**args)
  @cluster_infos = args[:cluster_infos] if args.key?(:cluster_infos)
  @duration_ms = args[:duration_ms] if args.key?(:duration_ms)
  @eval_loss = args[:eval_loss] if args.key?(:eval_loss)
  @index = args[:index] if args.key?(:index)
  @learn_rate = args[:learn_rate] if args.key?(:learn_rate)
  @training_loss = args[:training_loss] if args.key?(:training_loss)
end