In all of the modelling done to design particle accelerators, components, diagnostics, etc...etc., there have been zero consideration to gravitational effects. It is simply way to small to have any kind of measurable influence.
If you look at the typical particle tracking codes that are used, such as PAMELA, PICT, etc., you'll see that these are all electromagnetic codes, with zero consideration for gravity. So far, these have worked quite well, or else they wouldn't have constructed all these particle accelerators all over the world (note that the overwhelming majority, i.e. more than 95%) of particle accelerators currently in operation have nothing to do with high energy physics experiments. Furthermore, the field of accelerators physics deal more with classical E&M than with high energy/particle physics.
Zz.