Not anymore, at least not in the HPC realm.  We recently purchased quad-socket systems with a total of 96 Intel cores/node, and dual socket systems with 128 AMD cores/node.

With Intel now marking their "highly scalable" (or something like that) line of processors, and AMD, who was always pushing highr core-counts, back in the game, I think numbers like that will be common in HPC clusters puchased in the next year or so.

But, yeah, I guess 28 physical cores is more than the average desktop has these days.


Prentice

On 8/24/21 6:42 PM, Jonathan Engwall wrote:
EMC offers dual socket 28 physical core processors. That's a lot of computer.

On Tue, Aug 24, 2021, 1:33 PM Lux, Jim (US 7140) via Beowulf <beowulf@beowulf.org <mailto:beowulf@beowulf.org>> wrote:

    Yes, indeed.. I didn't call out Limulus, because it was mentioned
    earlier in the thread.

    And another reason why you might want your own.
    Every so often, the notice from JPL's HPC goes out to the users -
    "Halo/Gattaca/clustername will not be available because it is
    reserved for Mars {Year}"  While Mars landings at JPL are a *big
    deal*, not everyone is working on them (in fact, by that time,
    most of the Martians are now working on something else), and you
    want to get your work done.  I suspect other institutional
    clusters have similar "the 800 pound (363 kg) gorilla has
    requested" scenarios.


    On 8/24/21, 11:34 AM, "Douglas Eadline" <deadl...@eadline.org
    <mailto:deadl...@eadline.org>> wrote:


        Jim,

        You are describing a lot of the design pathway for Limulus
        clusters. The local (non-data center) power, heat, noise are all
        minimized while performance is maximized.

        A well decked out system is often less than $10K and
        are on par with a fat multi-core workstations.
        (and there are reasons a clustered approach performs better)

        Another use case is where there is no available research data
    center
        hardware because there is no specialized sysadmins/space/budget.
        (Many smaller colleges and universities fall into this
        group). Plus, often times, dropping something into a data center
        means an additional cost to the researchers budget.

        --
        Doug


        > I've been looking at "small scale" clusters for a long time
    (2000?)  and
        > talked a lot with the folks from Orion, as well as on this list.
        > They fit in a "hard to market to" niche.
        >
        > My own workflow tends to have use cases that are a big
    "off-nominal" - one
        > is the rapid iteration of a computational model while
    experimenting - That
        > is, I have a python code that generates input to Numerical
        > Electromagnetics Code (NEC), I run the model over a range of
    parameters,
        > then look at the output to see if I'm getting what what I
    want. If not, I
        > change the code (which essentially changes the antenna
    design), rerun the
        > models, and see if it worked.  I'd love an iteration time of
    "a minute or
        > two" for the computation, maybe a minute or two to plot the
    outputs
        > (fiddling with the plot ranges, etc.).  For reference, for a
    radio
        > astronomy array on the far side of the Moon, I was running
    144 cases, each
        > at 380 frequencies: to run 1 case takes 30 seconds, so
    farming it out to
        > 12 processors gave me a 6 minute run time, which is in the
    right range.
        > Another model of interaction of antnenas on a spacecraft
    runs about 15
        > seconds/case; and a third is about 120 seconds/case.
        >
        > To get "interactive development", then, I want the "cycle
    time" to be 10
        > minutes - 30 minutes of thinking about how to change the
    design and
        > altering the code to generate the new design, make a couple
    test runs to
        > find the equivalent of "syntax errors", and then turn it
    loose - get a cup
        > of coffee, answer a few emails, come back and see the
    results.  I could
        > iterate maybe a half dozen shots a day, which is pretty
    productive.
        > (Compared to straight up sequential - 144 runs at 30 seconds
    is more than
        > an hour - and that triggers a different working cadence that
    devolves to
        > sort of one shot a day) - The "10 minute" turnaround is also
    compatible
        > with my job, which, unfortunately, has things other than
    computing -
        > meetings, budgets, schedules.  At 10 minute runs, I can
    carve out a few
        > hours and get into that "flow state" on the technical
    problem, before
        > being disrupted by "a person from Porlock."
        >
        > So this is, I think, a classic example of  "I want local
    control" - sure,
        > you might have access to a 1000 or more node cluster, but
    you're going to
        > have to figure out how to use its batch management system
    (SLURM and PBS
        > are two I've used) - and that's a bit different than "self
    managed 100%
        > access". Or, AWS kinds of solutions for EP problems.
     There's something
        > very satisfying about getting an idea and not having to "ok,
    now I have to
        > log in to the remote cluster with TFA, set up the tunnel,
    move my data,
        > get the job spun up, get the data back" - especially for
    iterative
        > development.  I did do that using JPLs and TACCs clusters,
    and "moving
        > data" proved to be a barrier - the other thing was the
    "iterative code
        > development" in between runs - Most institutional clusters
    discourage
        > interactive development on the cluster (even if you're only
    sucking up one
        > core).   If the tools were a bit more "transparent" and
    there were "shared
        > disk" capabilities, this might be more attractive, and while
    everyone is
        > exceedingly helpful, there are still barriers to making it
    "run it on my
        > desktop"
        >
        > Another use case that I wind up designing for is the "HPC in
    places
        > without good communications and limited infrastructure" - 
    The notional
        > use case might be an archaeological expedition wanting to
    use HPC to
        > process ground penetrating radar data or something like
    that.   (or, given
        > that I work at JPL, you have a need for HPC on the surface
    of Mars) - So
        > sending your data to a remote cluster isn't really an
    option.  And here,
        > the "speedup" you need might well be a factor of 10-20 over
    a single
        > computer, something doable in a "portable" configuration
    (check it as
        > luggage, for instance). Just as for my antenna modeling
    problems, turning
        > an "overnight" computation into a "10-20 minute" computation
    would change
        > the workflow dramatically.
        >
        >
        > Another market is "learn how to cluster" - for which the RPi
    clusters work
        > (or "packs" of Beagleboards) - they're fun, and in a classroom
        > environment, I think they are an excellent cost effective
    solution to
        > learning all the facets of "bringing up a cluster from
    scratch", but I'm
        > not convinced they provide a good "MIPS/Watt" or
    "MIPS/liter" metric - in
        > terms of convenience.  That is, rather than a cluster of 10
    RPis, you
        > might be better off just buying a faster desktop machine.
        >
        > Let's talk design desirements/constraints
        >
        > I've had a chance to use some "clusters in a box" over the
    last decades,
        > and I'd suggest that while power is one constraint, another
    is noise.
        > Just the other day, I was in a lab and someone commented
    that "those
        > computers are amazingly fast, but you really need to put
    them in another
        > room". Yes, all those 1U and 2U rack mounted boxes with tiny
    fans
        > screaming is just not "office compatible"   And that kind of
    brings up
        > another interesting constraint for "deskside" computing -
    heat.  Sure you
        > can plug in 1500W of computers (or even 3000W if you have
    two circuits),
        > but can you live in your office with a 1500W space heater?
        > Interestingly, for *my* workflow, that's probably ok - *my*
    computation
        > has a 10-30% duty cycle - think for 30 minutes, compute for
    5-10.  But
        > still, your office mate will appreciate if you keep the
    sound level down
        > to 50dBA.
        >
        > GPUs - some codes can use them, some can't.  They tend,
    though, to be
        > noisy (all that air flow for cooling). I don't know that GPU
    manufacturers
        > spend a lot of time on this.  Sure, I've seen charts and
    specs that claim
        > <50 dBA. But I think they're gaming the measurement,
    counting on the user
        > to be a gamer wearing headphones or with a big sound
    system.  I will say,
        > for instance, that the PS/4 positively roars when spun up
    unless you’ve
        > got external forced ventilation to keep the inlet air temp low.
        >
        > Looking at GSA guidelines for office space - if it's
    "deskside" it's got
        > to fit in the 50-80 square foot cubicle or your shared part
    of a 120
        > square foot office.
        >
        > Then one needs to figure out the "refresh cycle time" for
    buying hardware
        > - This has been a topic on this list forever - you have 2
    years of
        > computation to do: do you buy N nodes today at speed X, or
    do you wait a
        > year, buy N/2 nodes at speed 4X, and finish your computation
    at the same
        > time.
        >
        > Fancy desktop PCs with monitors, etc. come in at under $5k,
    including
        > burdens and installation, but not including monthly service
    charges (in an
        > institutional environment).  If you look at "purchase
    limits" there's some
        > thresholds (usually around $10k, then increasing in factors
    of 10 or 100
        > steps) for approvals.  So a $100k deskside box is going to
    be a tough
        > sell.
        >
        >
        >
        > On 8/24/21, 6:07 AM, "Beowulf on behalf of Douglas Eadline"
        > <beowulf-boun...@beowulf.org
    <mailto:beowulf-boun...@beowulf.org> on behalf of
    deadl...@eadline.org <mailto:deadl...@eadline.org>> wrote:
        >
        >     Jonathan
        >
        >     It is a real cluster, available in 4 and 8 node versions.
        >     The design if for non-data center use. That is, local
        >     office, lab, home where power, cooling, and noise
        >     are important. More info here:
        >
        >
    
https://urldefense.us/v3/__https://www.limulus-computing.com__;!!PvBDto6Hs4WbVuu7!f3kkkCuq3GKO288fxeGGHi3i-bsSY5P83PKu_svOVUISu7dkNygQtSvIpxHkE0XDpKU4fOA$
    
<https://urldefense.us/v3/__https://www.limulus-computing.com__;!!PvBDto6Hs4WbVuu7!f3kkkCuq3GKO288fxeGGHi3i-bsSY5P83PKu_svOVUISu7dkNygQtSvIpxHkE0XDpKU4fOA$>
        >
    
https://urldefense.us/v3/__https://www.limulus-computing.com/Limulus-Manual__;!!PvBDto6Hs4WbVuu7!f3kkkCuq3GKO288fxeGGHi3i-bsSY5P83PKu_svOVUISu7dkNygQtSvIpxHkE0XD7eWwVuM$
    
<https://urldefense.us/v3/__https://www.limulus-computing.com/Limulus-Manual__;!!PvBDto6Hs4WbVuu7!f3kkkCuq3GKO288fxeGGHi3i-bsSY5P83PKu_svOVUISu7dkNygQtSvIpxHkE0XD7eWwVuM$>
        >
        >     --
        >     Doug
        >
        >
        >
        >     > Hi Doug,
        >     >
        >     > Not to derail the discussion, but a quick question you
    say desk
        > side
        >     > cluster is it a single machine that will run a vm cluster?
        >     >
        >     > Regards,
        >     > Jonathan
        >     >
        >     > -----Original Message-----
        >     > From: Beowulf <beowulf-boun...@beowulf.org
    <mailto:beowulf-boun...@beowulf.org>> On Behalf Of Douglas
        > Eadline
        >     > Sent: 23 August 2021 23:12
        >     > To: John Hearns <hear...@gmail.com
    <mailto:hear...@gmail.com>>
        >     > Cc: Beowulf Mailing List <beowulf@beowulf.org
    <mailto:beowulf@beowulf.org>>
        >     > Subject: Re: [Beowulf] List archives
        >     >
        >     > John,
        >     >
        >     > I think that was on twitter.
        >     >
        >     > In any case, I'm working with these processors right now.
        >     >
        >     > On the new Ryzens, the power usage is actually quite
    tunable.
        >     > There are three settings.
        >     >
        >     > 1) Package Power Tracking: The PPT threshold is the
    allowed socket
        > power
        >     > consumption permitted across the voltage rails
    supplying the
        > socket.
        >     >
        >     > 2) Thermal Design Current: The maximum current (TDC)
    (amps) that can
        > be
        >     > delivered by a specific motherboard's voltage regulator
        > configuration in
        >     > thermally-constrained scenarios.
        >     >
        >     > 3) Electrical Design Current: The maximum current
    (EDC) (amps) that
        > can be
        >     > delivered by a specific motherboard's voltage regulator
        > configuration in a
        >     > peak ("spike") condition for a short period of time.
        >     >
        >     > My goal is to tweak the 105W TDP R7-5800X so it draws
    power like
        > the
        >     > 65W-TDP R5-5600X
        >     >
        >     > This is desk-side cluster low power stuff.
        >     > I am using extension cable-plug for Limulus blades
    that have an
        > in-line
        >     > current meter (normally used for solar panels).
        >     > Now I can load them up and watch exactly how much
    current is being
        > pulled
        >     > across the 12V rails.
        >     >
        >     > If you need more info, let me know
        >     >
        >     > --
        >     > Doug
        >     >
        >     >> The Beowulf list archives seem to end in July 2021.
        >     >> I was looking for Doug Eadline's post on limiting AMD
    power and
        > the
        >     >> results on performance.
        >     >>
        >     >> John H
        >     >> _______________________________________________
        >     >> Beowulf mailing list, Beowulf@beowulf.org
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        >     >>
        >     >
        >     >
        >     > --
        >     > Doug
        >     >
        >     > _______________________________________________
        >     > Beowulf mailing list, Beowulf@beowulf.org
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        >     >
        >
        >
        >     --
        >     Doug
        >
        >     _______________________________________________
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        >
        >


        --
        Doug


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