Changed chol() so it only calls LAPACK if the matrix is big enough

to benefit from LAPACK.

dlib/matrix/matrix_la.h

@@ -1134,11 +1134,17 @@ convergence:
         typename matrix_exp<EXP>::matrix_type L(A.nr(),A.nc());
 
 #ifdef DLIB_USE_LAPACK
+        // Only call LAPACK if the matrix is big enough.  Otherwise,
+        // our own code is faster, especially for statically dimensioned 
+        // matrices.
+        if (A.nr() > 4)
+        {
             L = A;
             lapack::potrf('L', L);
             // mask out upper triangular area
             return lowerm(L);
-#else
+        }
+#endif
         typedef typename EXP::type T;
         set_all_elements(L,0);
 
@@ -1192,7 +1198,6 @@ convergence:
         }
 
         return L;
-#endif
 
     }