maxout.py 文件源码

def __init__(self, output_dim, nb_feature=4, init='glorot_uniform', bias=True, input_dim=None, **kwargs):
    self.output_dim = output_dim
    self.nb_feature = nb_feature
    self.init = initializations.get(init)

    self.bias = bias
    self.input_spec = [InputSpec(ndim=3), InputSpec(ndim=3), InputSpec(ndim=3)]

    self.input_dim = input_dim
    if self.input_dim:
      kwargs['input_shape'] = (self.input_dim,)
    super(Maxout, self).__init__(**kwargs)