Exemple #1
0
    def fprop(self, x, isTest=False):
        if isTest:
            return x*(1-self.noiseLevel)
        else:
            return corrupt(x, self.theanoRng, 'mask', self.noiseLevel)

# End DropoutLayer
#-------------------------------------------------------------------------------
Exemple #2
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    def bprop(self, x):
        return corrupt(x, self.theanoRng, self.backwardNoiseType, self.backwardNoiseLevel)

# End BidirNoiseLayer
#-------------------------------------------------------------------------------
Exemple #3
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    def fprop(self, x):
        return corrupt(x, self.theanoRng, self.noiseType, self.noiseLevel)

# End NoiseLayer
#-------------------------------------------------------------------------------
Exemple #4
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 def fprop(self, x):
     return corrupt(x, self.theanoRng, self.forwardNoiseType, self.forwardNoiseLevel)