An empirical Bayes(EB)two-sided test problem about the continuousone-parameter exponential family has been discussed.We construct the EB test decisionrule and prove its asymptotical optimality.Further,we get its convergence ratesO(n~(-(λ(s-2))/(2s+1))under suitable conditions,where 0<λ<2,and s>2 is a given natural number.Finally,some examples about the result of the convergence rates are given.