[R-SIG-Mac] Does 64-bit R use multiple cores?
John C. Tull
jctull at gmail.com
Tue Nov 25 19:28:44 CET 2008
Simon,
Thanks for this information. Some better googling this morning
revealed snow. I will also look into pnmath.
Regards,
John
On Nov 25, 2008, at 10:17 AM, Simon Urbanek wrote:
>
> On Nov 25, 2008, at 11:28 , John C. Tull wrote:
>
>> I thought Altivec was a ppc-only optimization. I'm pretty sure this
>> does not apply to Intel systems, but maybe I'm wrong.
>>
>
> The Altivec part was incorrect but the multithreaded BLAS part was
> correct. Replace Altivec with your favorite three-letter code for
> Intel CPUs ;). [Not that Altivec matters in any way, since it
> supports spfp only which R doesn't use ...].
>
> For more parallelization, see snow and pnmath by Luke Tierney.
>
> Cheers,
> S
>
>
>>
>> On Nov 24, 2008, at 10:23 PM, Kasper Daniel Hansen wrote:
>>
>>> It depends on the computations you want to do.
>>>
>>> R for Mac OS X uses Altivec which is a multithreaded version of
>>> BLAS and lapack. What this means is that for any computations
>>> involving matrix algebra, you do utilize multiple cores. Depending
>>> on what you are trying to compute and how that computation is
>>> implemented, this may prove to be just what you want or it may
>>> have little to no effect.
>>>
>>> Kasper
>>>
>>> On Nov 25, 2008, at 15:24 , John C. Tull wrote:
>>>
>>>> Dear R-mac Users:
>>>>
>>>> I'm wanting to leverage an 8-core Intel Mac Pro for all of its
>>>> computational glory. Looking over the mail list, it appears that
>>>> the conversation on 64-bit builds of R has been about gaining
>>>> access to memory beyond the 32-bit limit of 3.5 GB and not about
>>>> multiple processors/cores.
>>>>
>>>> Does running 64-bit R only take advantage of one processor core
>>>> at a time like the standard 32-bit R, or does it do symmetric
>>>> multiprocessing (is this the right terminology?). If no, is there
>>>> any possibility of doing this using X-grid or otherwise that
>>>> someone can detail? I do have 10.5 Server if I have to go down
>>>> that road.
>>>>
>>>> Thanks,
>>>> John
>>>>
>>>> --
>>>> John C. Tull, Ph.D.
>>>> Conservation Director
>>>> Nevada Wilderness Project
>>>> 8550 White Fir Street
>>>> Reno, NV 89523 USA
>>>> 775.746.7851 (office)
>>>> 775.224.2947 (mobile)
>>>> www.wildnevada.org
>>>>
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>>>
>>
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