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29 def expand(inputs, num_outputs, **kwargs): 30 with tf.variable_scope('expand'): 31 e1x1 = conv2d(inputs, num_outputs, filter_size=( 32 1, 1), stride=(1, 1), name='1x1', **kwargs) 33 e3x3 = conv2d(inputs, num_outputs, 34 filter_size=(3, 3), name='3x3', **kwargs) 35 return tf.concat([e1x1, e3x3], 3)