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

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

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ IterationResult

Returns a new instance of IterationResult.



3389
3390
3391
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 3389

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

Instance Attribute Details

#duration_ms ⇒ Fixnum

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

Returns:

  • (Fixnum) 


3367
3368
3369
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 3367

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) 


3372
3373
3374
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 3372

def eval_loss
  @eval_loss
end

#index ⇒ Fixnum

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

Returns:

  • (Fixnum) 


3377
3378
3379
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 3377

def index
  @index
end

#learn_rate ⇒ Float

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

Returns:

  • (Float) 


3382
3383
3384
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 3382

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) 


3387
3388
3389
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 3387

def training_loss
  @training_loss
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



3394
3395
3396
3397
3398
3399
3400
 
# File 'lib/google/apis/bigquery_v2/classes.rb', line 3394

def update!(**args)
  @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