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import theano.tensor as T
from . import NeuralLayer
class Concatenate(NeuralLayer):
"""
Concatenate two tensors.
They should have identical dimensions except the last one.
def __init__(self, axis=-1):
:type layer1: NeuralLayer
:type layer2: NeuralLayer
super(Concatenate, self).__init__("concate")
self.axis = axis
def prepare(self):
self.output_dim = sum(self.input_dims)
def compute_tensor(self, *xs):
if self.axis == -1:
axis = xs[0].ndim - 1
else:
axis = self.axis
return T.concatenate(xs, axis=axis)
zomux /
deepy
