Once again: Error: cannot allocate vector of size
Hi Werner,
On Thu, Jan 21, 2010 at 9:23 PM, Werner W. <pensterfuzzer at yahoo.de> wrote:
Hi, I have browsed the help list and looked at the FAQ but I don't find conclusive evidence if this is normal or I am doing something wrong. I am running a lm() on a data.frame with 27136 observations of 6 variables (3 num and 3 factor). After a while R throws this:
lm(log(y) ~ log(a) + log(b) + c + d + e, data=reg.data , na.action=na.exclude)
Error: cannot allocate vector of size 203.7 MB This is a Windows XP 32 bit machine with 4 GB in it so that theoretically, R should be able to claim close to 2 GB. This is the gc() after the regression: ? ? ? ? ?used (Mb) gc trigger ?(Mb) ?max used ? (Mb) Ncells ?272299 ?7.3 ? ? 875833 ?23.4 ? 1368491 ? 36.6 Vcells 4526037 34.6 ?116536251 889.2 145524997 1110.3
memory.size(max=T)
[1] 1230.25
memory.size(max=F)
[1] 47.89
Looking at memory.size, R should be easily able to allocate that space, shouldn't it?
AFAIK, the error message "Error: cannot allocate vector of size 203.7 MB" doesn't mean that your entire data set is 203.7MB and it can't load it ... but rather R just tried grab another chunk of RAM that size, and the OS has denied it that favor ... so, I'm guessing it's getting "half way" through loading/running on your data, but can't complete the task because it has already chewed through all the RAM that at has access to. You can look at your RAM usage (through the task manager? sorry, haven't used windows in a long time) while R is doing its thing to verify until a windows guru chimes in. -steve
Steve Lianoglou Graduate Student: Computational Systems Biology | Memorial Sloan-Kettering Cancer Center | Weill Medical College of Cornell University Contact Info: http://cbio.mskcc.org/~lianos/contact