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.


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 2549

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

Instance Attribute Details

#arima_resultGoogle::Apis::BigqueryV2::ArimaResult

(Auto-)arima fitting result. Wrap everything in ArimaResult for easier refactoring if we want to use model-specific iteration results. Corresponds to the JSON property arimaResult


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 2517

def arima_result
  @arima_result
end

#cluster_infosArray<Google::Apis::BigqueryV2::ClusterInfo>

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


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 2522

def cluster_infos
  @cluster_infos
end

#duration_msFixnum

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

Returns:

  • (Fixnum)

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# File 'generated/google/apis/bigquery_v2/classes.rb', line 2527

def duration_ms
  @duration_ms
end

#eval_lossFloat

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

Returns:

  • (Float)

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# File 'generated/google/apis/bigquery_v2/classes.rb', line 2532

def eval_loss
  @eval_loss
end

#indexFixnum

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

Returns:

  • (Fixnum)

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# File 'generated/google/apis/bigquery_v2/classes.rb', line 2537

def index
  @index
end

#learn_rateFloat

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

Returns:

  • (Float)

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# File 'generated/google/apis/bigquery_v2/classes.rb', line 2542

def learn_rate
  @learn_rate
end

#training_lossFloat

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

Returns:

  • (Float)

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# File 'generated/google/apis/bigquery_v2/classes.rb', line 2547

def training_loss
  @training_loss
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 2554

def update!(**args)
  @arima_result = args[:arima_result] if args.key?(:arima_result)
  @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