import tensorflow as tf

    rho_max_init = tf.log(tf.exp(sigma_max) - 1.0)
    rho_min_init = tf.log(tf.exp(sigma_min) - 1.0)
    std_init = tf.random_uniform_initializer(rho_min_init, rho_max_init)

