In this paper we consider problem (1) with a small parameter $\varepsilon>0$ and the basic assumption that $a(x)>0$. A numerical method of Petrov-Galerkin type is proposed and exponential splines as test-functions are used. Using the approach from [4] the linear convergence, uniform in $\varepsilon$, of the method is proved.