RT-TDDFT calculations cannot be restarted and run from scratch right now. The restart feature may be added in the future.
For a faster simulation, you can try turning the SCF scheme off within the $rttddft block using scf off, which will then enable the predictor-corrector scheme.
Alternatively, you can also try using a larger time step of 0.4 or 0.5 au depending on the desired energy range of the spectrum.