Class: Tensorflow::Train::GradientDescentOptimizer

Inherits:
Optimizer
  • Object
show all
Defined in:
lib/tensorflow/train/gradient_descent_optimizer.rb

Instance Attribute Summary collapse

Attributes inherited from Optimizer

#name

Instance Method Summary collapse

Methods inherited from Optimizer

#apply_gradients, #compute_gradients, #get_slot, #get_slot_names, #graph, #minimize

Constructor Details

#initialize(learning_rate, use_locking: false, name: "GradientDescent") ⇒ GradientDescentOptimizer

Returns a new instance of GradientDescentOptimizer.



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# File 'lib/tensorflow/train/gradient_descent_optimizer.rb', line 8

def initialize(learning_rate, use_locking: false, name: "GradientDescent")
  @learning_rate = learning_rate
  @learning_rate_tensor = nil
  super(name: name, use_locking: use_locking)
end

Instance Attribute Details

#learning_rate ⇒ Object

Returns the value of attribute learning_rate.



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# File 'lib/tensorflow/train/gradient_descent_optimizer.rb', line 6

def learning_rate
  @learning_rate
end