def __init__(self,
network,
filter_width,
filter_height,
filter_number,
zero_padding,
stride,
activator,
learning_rate,
momentum_rate=0.0,
decay_rate=0.0):
upstream_layer = network.layers[-1]
input_width = upstream_layer.get_output().shape[1]
input_height = upstream_layer.get_output().shape[2]
channel_number = upstream_layer.get_output().shape[0]
ConvLayer.__init__(self,
network,
input_width,
input_height,
channel_number,
filter_width,
filter_height,
filter_number,
zero_padding,
stride,
activator,
learning_rate,
momentum_rate=momentum_rate,
decay_rate=decay_rate)
