import tensorflow as tf

        out = tf.gradients(Omega, self.W_rec)

        out[0] = tf.Print(out[0], [out[0], self.W_rec, Omega], "omega grads")
        out[0] = tf.verify_tensor_all_finite(out[0], "dead omega grad")
