class DNN::Regularizers::L1L2
Public Class Methods
new(l1_lambda = 0.01, l2_lambda = 0.01)
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Public Instance Methods
forward(x)
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# File lib/dnn/core/regularizers.rb, line 93 def forward(x) x + @l1.(@param) + @l2.(@param) end
l1_lambda()
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# File lib/dnn/core/regularizers.rb, line 97 def l1_lambda @l1.l1_lambda end
l1_lambda=(lam)
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# File lib/dnn/core/regularizers.rb, line 101 def l1_lambda=(lam) @l1.l1_lambda = lam end
l2_lambda()
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# File lib/dnn/core/regularizers.rb, line 105 def l2_lambda @l2.l2_lambda end
l2_lambda=(lam)
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# File lib/dnn/core/regularizers.rb, line 109 def l2_lambda=(lam) @l2.l2_lambda = lam end
load_hash(hash)
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# File lib/dnn/core/regularizers.rb, line 117 def load_hash(hash) initialize(hash[:l1_lambda], hash[:l2_lambda]) end
to_hash()
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Calls superclass method
DNN::Regularizers::Regularizer#to_hash
# File lib/dnn/core/regularizers.rb, line 113 def to_hash super(l1_lambda: l1_lambda, l2_lambda: l2_lambda) end