Class: DNN::Optimizers::Optimizer

Inherits:

Object

Object
DNN::Optimizers::Optimizer

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Defined in:: lib/dnn/core/optimizers.rb

Overview

Super class of all optimizer classes.

Direct Known Subclasses

Adam, RMSProp, SGD

Instance Attribute Summary collapse

#learning_rate ⇒ Object

Returns the value of attribute learning_rate.

Instance Method Summary collapse

#initialize(learning_rate) ⇒ Optimizer constructor

A new instance of Optimizer.
#update(layer) ⇒ Object

Update layer has params.

Constructor Details

#initialize(learning_rate) ⇒ `Optimizer`



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# File 'lib/dnn/core/optimizers.rb', line 8

def initialize(learning_rate)
  @learning_rate = learning_rate
end

Instance Attribute Details

#learning_rate ⇒ `Object`

Returns the value of attribute learning_rate.



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# File 'lib/dnn/core/optimizers.rb', line 6

def learning_rate
  @learning_rate
end

Instance Method Details

#update(layer) ⇒ `Object`

Update layer has params.

13	# File 'lib/dnn/core/optimizers.rb', line 13 def update(layer) end