[Rd] checkpointing
Roger D. Peng
rpeng at jhsph.edu
Tue Jan 3 14:30:54 CET 2006
One possibility is to write in some checkpointing into your objective function,
such as saving the current parameter values via 'save()' or 'dput()'.
-roger
Ross Boylan wrote:
> I would like to checkpoint some of my calculations in R, specifically
> those using optim. As far as I can tell, R doesn't have this facility,
> and there seems to have been little discussion of it.
>
> checkpointing is saving enough of the current state so that work can
> resume where things were left off if, to take my own example, the system
> crashes after 8 days of calculation.
>
> My thought is that this could be added as an option to optim as one of
> the control parameters.
>
> I thought I'd check here to see if anyone is aware of any work in this
> area or has any thoughts about how to proceed. In particular, is save a
> reasonable way to save a few variables to disk? I could also make the
> code available when/if I get it working.
--
Roger D. Peng | http://www.biostat.jhsph.edu/~rpeng/
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