We investigate here rounding error effects on the convergence rate of
the conjugate gradients. More precisely, we analyse on both theoretica
l and experimental basis how finite precision arithmetic affects known
bounds on iteration numbers when the spectrum of the system matrix pr
esents small or large isolated eigenvalues.