def __init__(self, **layers):
super(SoftmaxEncoder, self).__init__(**layers)
self.activation_function = "softplus"
self.apply_batchnorm_to_input = True
self.apply_batchnorm = True
self.apply_dropout = False
self.batchnorm_before_activation = True
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