GPU Compatibility of QNDF and FBDF

[KeshavVenkatesh]

Checklist

• Appropriate tests were added
  I did not add new tests but existing tests under bdf_solvers.jl passed.
• Any code changes were done in a way that does not break public API
  None
• All documentation related to code changes were updated
  Yes
• The new code follows the
  contributor guidelines, in particular the SciML Style Guide and
  COLPRAC.
• Any new documentation only uses public API

Additional context

I ran the test documented in the issue here and it ran fine

2.600186 seconds (6.02 M allocations: 322.647 MiB, 15.44% gc time, 97.52% compilation time)
7.793672 seconds (10.10 M allocations: 495.285 MiB, 2.02% gc time, 92.47% compilation time)
0.397909 seconds (413.27 k allocations: 22.173 MiB, 17.23% gc time, 96.54% compilation time)
0.603914 seconds (1.34 M allocations: 52.057 MiB, 57.27% compilation time)
Euler: retcode=Success
Rodas5: retcode=Success
TRBDF2: retcode=Success
ROCK2: retcode=Success
QNDF: retcode=Unstable
FBDF: retcode=Success

I was also able to run the bdf_solvers.jl and it ran fine. I had to add hint for tolerance and max number of tries.

[ChrisRackauckas]

Rebase onto master.

[ChrisRackauckas]

Rebased in #3155 and merged.