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#!/usr/bin/env python
# -*- coding: utf-8 -*-
from layer import NeuralLayer
import theano
import theano.tensor as T
class Softmax3D(NeuralLayer):
def __init__(self):
super(Softmax3D, self).__init__("softmax")
def compute_tensor(self, x):
shape = x.shape
x = x.reshape((-1, shape[-1]))
softmax_tensor = T.nnet.softmax(x)
return softmax_tensor.reshape(shape)
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