test_boundary_optimization.py 文件源码

python
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项目:CElegansBehaviour 作者: ChristophKirst 项目源码 文件源码
def create_cost_spacing(self, c, length, normalized = True):
  c_shape = c.get_shape().as_list();
  c1 = tf.slice(c, [1,0], [-1,-1]);
  c2 = tf.slice(c, [0,0], [c_shape[0]-1,-1]);
  d = tf.sqrt(tf.reduce_sum(tf.squared_difference(c1,c2), reduction_indices = 1));
  if normalized:
    return tf.reduce_mean(tf.squared_difference(d, tf.constant(length / (c_shape[0]-1), "float32")));
  else:
    return tf.reduce_mean(tf.squared_difference(d, tf.constant(length, "float32")));
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