[Rd] timing Mac R's

Jan de Leeuw deleeuw@stat.ucla.edu
Fri, 8 Feb 2002 05:25:27 -0800


--Apple-Mail-1-507788993
Content-Transfer-Encoding: 7bit
Content-Type: text/plain;
	charset=US-ASCII;
	format=flowed

Here is the same thing as before, now done a bit more systematically. The
rather bad performance of R-patched on eigen is a mystery (to me), the 
gain
in La.eigen when using ATLAS is probably not Altivec, but using
threaded level 3 BLAS on a dual processor machine.


--Apple-Mail-1-507788993
Content-Disposition: attachment;
	filename=timing.pdf
Content-Transfer-Encoding: base64
Content-Type: application/pdf;
	x-unix-mode=0644;
	name="timing.pdf"
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==

--Apple-Mail-1-507788993
Content-Transfer-Encoding: 7bit
Content-Type: text/plain;
	charset=US-ASCII;
	format=flowed



===

Jan de Leeuw; Professor and Chair, UCLA Department of Statistics;
US mail: 9432 Boelter Hall, Box 951554, Los Angeles, CA 90095-1554
phone (310)-825-9550;  fax (310)-206-5658;  email: deleeuw@stat.ucla.edu
homepage: http://www.stat.ucla.edu/~deleeuw
========================================================
           No matter where you go, there you are. --- Buckaroo Banzai
                    http://www.stat.ucla.edu/~deleeuw/sounds/nomatter.au
========================================================

--Apple-Mail-1-507788993--

-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-
r-devel mailing list -- Read http://www.ci.tuwien.ac.at/~hornik/R/R-FAQ.html
Send "info", "help", or "[un]subscribe"
(in the "body", not the subject !)  To: r-devel-request@stat.math.ethz.ch
_._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._