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Big Mac Benchmark Drops to 7.4 TFlops

Posted by CowboyNeal on Wed Oct 22, 2003 02:09 PM
from the number-adjusting dept.
coolmacdude writes "Well it seems that the early estimates were a bit overzealous. According to preliminary test results (in postscript format) on the full range of CPUs at Virginia Tech, the Rmax score on Linpack comes in at around 7.4 TFlops. This puts it at number four on the Top 500 List. It also represents an efficiency of about 44 percent, down from the previous result of 80 achieved on a subset of the computers. Perhaps in light of this, apparantly VT is now planning to devote an additional two months to improve the stability and efficiency of the system before any research can begin. While these numbers will no doubt come as a disappointment for Mac zealots who wanted to blow away all the Intel machines, it should still be noted that this is the best price/performance ratio ever achieved on a supercomputer. In addition, the project was successful at meeting VT's goal of developing an inexpensive top 5 machine. The results have also been posted at Ars Technica's openforum."
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  • by bluethundr (562578) * on Wednesday October 22 2003, @02:09PM (#7283258) Homepage Journal


    I've always been sort of intrigued by ,a href="http://www.top500.org/">Top500. Has there ever been a good comparison written about the similarities/differences between a 'supercomputer' and the lowly pc sitting on my desk running Linux/XP? At what point does the computer in question earn the title "Super"?
    • The big difference is that a "supercomputer" is usually heavily optimized towards vector operations: performing the same operation on many data elements at once. Think of it as SIMD (MMX, SSE, etc), only more so. A "supercomputer" would be pretty useless at ordinary tasks such as web browsing or word processing, as those can't be vectorized or parallelized very well. A "supercomputer" might be good as a graphics or physics engine for gaming, but that's sort of like using a cannon to swat a fly: a lot of
        • supercomputer pronunciation key(spr-km-pytr)
          n.
          A mainframe computer that, as the result of birth on an alien planet, is impervious to bullets, is capable of flight, has x-ray vision, can run faster than a speeding train, etc.

          "Is it a bird? Is it a plane? No it's a Cray XM-P!"
          - Seymour Fights The Demon World, Action Comics, 1932


          Source: The American Heritage(R) Dictionary of the English Language, Fourth Edition
          Copyright (C) 2000 by Houghton Mifflin Company.
          Published by Houghton Mifflin Company. All righ
    • by BostonPilot (671668) on Wednesday October 22 2003, @02:32PM (#7283496)
      Nah, the real defintions is:

      Super computers cost more than 5 million dollars

      Mainframes cost more than 1 million dollars

      Mini-Super computers cost more than 1/4 million dollars

      Everything else is by definition a Plain Jane (TM) computer

      btw, I've worked on all 4 kinds ;-)

    • by Jungle guy (567570) <brunolmailbox-ge ... SPAMyahoo.com.br> on Wednesday October 22 2003, @02:56PM (#7283718) Journal
      Jack Dongarra says that a "supercomputer" is simply a computer that, for todays's standards, is REALLY fast. I saw one presentation from him, and he said he run the Linpack benchmark on his notebook (2.4 GHz Pentium 4) and it would get to the bottom of the Top500 list in 1992. So, this supercomputer definition is very fluid.
  • by JUSTONEMORELATTE (584508) on Wednesday October 22 2003, @02:10PM (#7283270) Homepage
    Way to go /. -- updated the logo from G4 to G5 just in time.

    --
  • by daveschroeder (516195) * on Wednesday October 22 2003, @02:10PM (#7283274)
    It's worth noting a few important things:

    First, from a an Oct 22 New York Times [nytimes.com] story:

    Officials at the school said that they were still finalizing their results and that the final speed number might be significantly higher.

    This will likely be the case.

    Second, they're only 0.224 Tflops away from the only Intel-based cluster above it. So saying "all the Intel machines" in the story is kind of inaccurate, as if there are all kinds of Intel-based clusters that will still be faster; there is only one Intel-based cluster above it, and with only preliminary numbers for the Virgina Tech cluster at that.

    Third, this figure is with around 2112 processors, not the full 2200 processors. With all 1100 nodes, even with no efficiency gain, it will be number 3, as-is.

    Finally, this is the a cluster of several firsts:

    First major cluster with PowerPC 970

    First major cluster with Apple hardware

    First major cluster with Infiniband

    First major cluster with Mac OS X (Yes, it is running Mac OS X 10.2.7, NOT Linux or Panther [yet])

    Linux on Intel has been at this for years. This cluster was assembled in 3 months. There is no reason for the Virginia Tech cluster to remain at ~40% efficiency. It is more than reasonable to expect higher than 50%.

    It's still destined for number 3, and its performance will likely even climb for the next Top 500 list as the cluster is optimized. The final results will not be officially announced until a session on November 18 at Supercomputing 2003.

    • I wonder how dual Xeon boxes would do using Infiniband? Probably a lot better than they're doing at the moment.
    • by Durinia (72612) * on Wednesday October 22 2003, @02:21PM (#7283401) Homepage
      On the other side of the issue is that it places 4th in the current Top 500 list, which was released in June. We won't really know where it places on this "moving target" until the next list is released in November.
      • Not really (Score:5, Informative)

        by daveschroeder (516195) * on Wednesday October 22 2003, @02:26PM (#7283442)
        The preliminary performance report at http://www.netlib.org/benchmark/performance.pdf contains the new entries for the upcoming list as well (see page 53).
      • On the other side of the issue is that it places 4th in the current Top 500 list, which was released in June. We won't really know where it places on this "moving target" until the next list is released in November.

        The deadline for submission to the Nov 2003 Top 500 list was Oct. 1st (see call for proposals) [top500.org], so it has already passed. Any further improvements that they make to the scalability of the cluster should not be included. This is true for all the machines.

    • If you read the fine print, the Nmax for the G5 was 100,000 higher than for the Linux cluster. Now, that's kind of interesting, because the G5 cluster was then only slightly slower doing a much bigger (450,000 Nmax vs 350,000 Nmax on the Xeons) problem. I wonder why they don't somehow scale the FLOPs to reflect this fact.

      Anyone know how much merit there is to using Nmax (or N1/2) to compare different systems?

      • by Troy Baer (1395) on Wednesday October 22 2003, @03:40PM (#7284204) Homepage
        The Linpack benchmark, as compiled to the G5, is not utilizing the processor to its fullest. The school is still in the process of adding Altivec compiler optimizations, which should drastically improve the results.
        The AltiVec instructions support only single precision (32-bit) floating point operations, and the core routine in the Parallel Linpack Benchmark is DGEMM() which is double precision (64-bit). The G5 already has two double precision FPUs, each of which can do a multiply/add op every clock cycle.

        My feeling is that the ~40% efficiency seen on the larger scale run is an indication that either VA Tech spent very little time tuning the problem size or they didn't design their InfiniBand fabric to really handle 1100 nodes hammering away at Parallel Linpack. (Given that they've been extremely vague about how their IB network is structured, I fear it may be the latter.)

        Right now, the processor is behaving essentially as a G4 with a bigger fan and more memory addresses. Rumor has it that tweeking the compiler to abuse the Altivec unit may push the system above the theoretical limit in some calculations.
        I doubt that's true, especially if they're using the IBM PPC compilers. The G4 has both significantly less memory bandwidth and a single double-precision-capable FPU, whereas the G5 is basically a single-core Power4 with an AltiVec unit in place of some cache. IBM's compilers (despite being a little wonky as far as naming and argument syntax) generally produce pretty fast code.
        --Troy
  • by Anonymous Coward on Wednesday October 22 2003, @02:11PM (#7283284)
    What they're not telling you is that the real reason they are building a supercomputer is because the only copy of the router passwords is GPG-encrypted, and they lost the key.
  • by mrtroy (640746) on Wednesday October 22 2003, @02:12PM (#7283289)
    That 80% efficiency simply sounded too good to be true, and it was.

    Now its at 44%. Thats not a small drop, thats a MASSIVE drop.

    They didnt predict any loss in going from a small subset to the whole system? Or was it a publicity stunt (we can outperform everyone! our names are __________!)
    • I have been sitting here by my 1100 node G5 cluster trying to copy a 17.6 MB file for the last 20 minutes. It is so freaking slow now that I only get 44% efficiency. On my 1.5 Ghz P3 I would be able to do this in under 20 seconds. .....
  • by jandrese (485) * <kensama@vt.edu> on Wednesday October 22 2003, @02:12PM (#7283295) Homepage Journal
    That's nothing, last time I benchmarked my Big Mac Cluster (100 Big Macs) it came to almost 57.6 megacalories. Those Apples will never be able to match that!
      • 1 Cal (uppercase C) is the amount of heat required to raise the temperature of 1g of water 1 degree celsius

        which brings up a totally off topic question.... a can of coke is 350 ml. it contains 300 calories.

        now, let's say i drink this coke. it is really cold - say 4 degrees. my body temperature is a nice, mamallish 37 degrees. by drinking this coke i am warming up 350 g of what is essentially water from the temperature of the can to that of my body - a difference of 33 degress.

        33c * 350ml = 11550 calor

        • by cK-Gunslinger (443452) on Wednesday October 22 2003, @02:41PM (#7283585) Journal
          I find your ideas intriguing and would like to subscribe to your newsletter.
        • Re:Big mac cluster.. (Score:4, Informative)

          by zulux (112259) on Wednesday October 22 2003, @02:43PM (#7283598) Homepage Journal
          since the coke is only 300ish calories in the first place...

          For consumers, food calories are really kilo-calories. So in this case, you coke has 300,000 physic-style calories.

          If you look at a euopean food-labels, sometime you can seem them writen as kcal.

            • A different unit, though. 1 kcal = 4.187 kilojoules. (1 calorie (not kcal) = energy to raise 1 gramme of water one degree c, 1 joule is the work done in countering one newton of force for one meter.)
        • Re:Big mac cluster.. (Score:5, Informative)

          by Graff (532189) on Wednesday October 22 2003, @03:06PM (#7283809)
          The original poster was wrong when he said:
          1 Cal (uppercase C) is the amount of heat required to raise the temperature of 1g of water 1 degree celsius

          A Calorie (the one used on food labels) is actually a kilocalorie. A Calorie is therefore 1000 calories. 1 calorie is basically the amount of heat needed to raise 1g of water 1 degree celsius. (A calorie is actually 1/100 of amount of heat needed to get 1 gram of water from 0 degrees C to 100 degrees C, but that works out almost the same.)

          This is explained a bit on this web page. [reference.com]

          So warming a 4 degrees C, 350mL Coke to 37 degrees C would take (37 - 4) * 350 = 11550 calories. This is 11.55 kilocalories or 11.55 Calories. The Coke has around 300 Calories in nutritive value therefore you would gain 300 - 11.55 = 288.45 Calories of energy from a 4 degrees C, 350mL can of Coke.
  • Instant Numbers... (Score:3, Insightful)

    by Dracolytch (714699) on Wednesday October 22 2003, @02:12PM (#7283297) Homepage
    Not terribly surprising. Much like estimated death tolls for disasters, never believe the first set of benchmarks for a computer. Wait until thorough testing can be done before you start believing the numbers.

    Y'all should know this by now. ;)
    ~D
  • by ikewillis (586793) on Wednesday October 22 2003, @02:14PM (#7283313) Homepage
    "best price performance" and "Apple" in their minds?
    • While some people have given the parent a flamebait mod and hostile replies, the poster makes a good (and humorous) point. Apple is not typically thought of in terms best price performance any more than, say, Cadillac is in the car industry. Macs are bought by those willing to pay a premium for that distinct Apple stying, OSX's slick interface with the power of Unix behind the scenes, the "it just works" factor, and so on. Those who don't care about the amenities and just want bang for the buck go for a

    • I guess the original submission didn't see the slashdot article [slashdot.org] from August 23 about our KASY0 [aggregate.org] supercomputer breaking the $100 per GFLOPS barrier.

      KASY0 achieved 187.3 GFLOPS on the 64-bit floating point version of HPL, the same benchmark used on "Big Mac". While "Big Mac" is about 40 times faster on that benchmark, it is about 130 times the cost of KASY0 (~$40K vs ~$5200K). Considering the size difference, "Big Mac" is VERY impressive, but it can't claim to be the best price/performance supercomputer on

  • by humpTdance (666118) on Wednesday October 22 2003, @02:14PM (#7283314)
    Best Price/Performance ratio = promotional video with the phrase:

    "Virginia Tech: Home of the Poor Man's Supercomputer and Michael Vick."

  • by dbirchall (191839) on Wednesday October 22 2003, @02:16PM (#7283331) Journal
    A single G5 FPU (each CPU has 2) can do 1 64-bit (double precision) FLOPs per cycle, or 2 if and only if those two are a MULTIPLY and an ADD.

    Apparently there are a lot of cases where a MULTIPLY and an ADD do come together like that, but I'm not surprised if LINPACK doesn't consist entirely of those pairs. ;)

    The 17.6 TFLOP theoretical peak assumed a perfect case consisting entirely of MULTIPLY-ADD pairs. In a case assuming no MULTIPLY-ADD pairs, the theoretical peak is 8.8 TFLOPs.

    7.4 TFLOPs is only 42% of 17.6 TFLOPs, but it's 84% of 8.8 TFLOPs. I suspect the actual "efficiency" of the machine lies somewhere in the middle.

    (As for me, I'm happy with just ONE dualie...)

    • by hackstraw (262471) * on Wednesday October 22 2003, @02:36PM (#7283544) Homepage
      FWIW here are the efficiencies for the top 10 on www.top500.org:

      87.5 NEC Earth-Simulator
      67.8 Hewlett-Packard ASCI Q
      69.0 Linux Networx MCR Linux Cluster Xeon
      59.4 IBM ASCI White
      73.2 IBM SP Power3
      71.5 IBM xSeries Cluster
      45.1 Fujitsu PRIMEPOWER HPC2500
      79.2 Hewlett-Packard rx2600
      72.0 Hewlett-Packard AlphaServer SC
      77.7 Hewlett-Packard AlphaServer SC
        • Grumble... Go take a look at Apple's description of the G5 architecture [apple.com] before spouting.. Here's the relevant lines:

          • Each PowerPC G5 processor has its own dedicated 1GHz bidirectional interface to the system controller for a mind-boggling 16GB per second of total bandwidth -- more than twice the 6.4-GBps maximum bandwidth of Pentium 4-based systems using the latest PC architecture
          • 800MHz HyperTransport interconnects for a maximum throughput of 3.2GB per second.

          Apple uses the same basic memory set-up as

          • Err, Apple's G5 and the AMD Opteron don't have an even remotely related memory setup. The G5 looks a lot more like the AthlonXP and AthlonMP setups. The Opteron has an integrated 128-bit wide DDR memory controller, connects multiple CPUs directly through cache-coherent Hyptertransport links, and uses additional 32-bit, 1600MT/s HT links (3.2GB/s in each direction) to connect the CPU directly to the I/O chips.

            The Powermac G5 uses up to 1GT/s, 64-bit wide version of IBM's Elastic I/O bus to connect each pr
  • by BWJones (18351) on Wednesday October 22 2003, @02:19PM (#7283363) Homepage Journal
    While these numbers will no doubt come as a disappointment for Mac zealots who wanted to blow away all the Intel machines, it should still be noted that this is the best price/performance ratio ever achieved on a supercomputer.

    It still bests all other Intel hardware with only the Alpha hardware on top. And given the CPU count, even the Alpha hardware does not match it. Look at the numbers.....The Linux based 2.4Ghz cluster has almost 200 more CPU's on board with a 217 Gflop/sec difference. The Alpha clusters are running anywhere from 1,984 to 6,048 more CPU's.

      • Besides, performance per CPU doesn't matter much in these benchmarks, what matters is total bang for total buck, at the prices at which regular folks can get these machines (no special "we need a showcase" kind of deals). I suspect the 2.4GHz-based clusters are still a better deal than either the G5 or a 3.2GHz cluster, more CPUs or not.

        Actually, if you read back a little bit, you will find that the contract was awarded to Apple because they gave the best bang for the buck and it turns out that Dell opti
          • The G5's memory controller is built into the U3 IC, which is essentially the "north bridge"- it is NOT built into the CPU.

            It connects to the CPU via the "Apple Processor Interface" NOT via hypertransport. It connects to it's memory controller at 1/2 the CPU speed, unlike Opteron and Athlon 64 which connect to the memory controller at FULL CPU SPEED.

            Documentation:
            developer.apple.com [apple.com]
            apple.com [apple.com] (thanks for the link)

            From the U3 Northbridge, G5 uses hypertransport to connect to the other peripherials at 3
  • by daveschroeder (516195) * on Wednesday October 22 2003, @02:19PM (#7283366)
    See http://www.netlib.org/benchmark/performance.pdf [netlib.org] page 53.

    Since yesterday's release at 7.41 Tflop, the G5 cluster has already increased almost a Tflop, and is now ahead of the current #3 MCR Linux cluster, and about 0.5 Tflop behind a new Itanium 2 cluster.
  • by Anonymous Coward on Wednesday October 22 2003, @02:19PM (#7283367)
    /Watched WarGames too many times as a kid.
  • by ianscot (591483) on Wednesday October 22 2003, @02:20PM (#7283385)
    Yet another Apple product that failed to save the world. Lately they do nothing but disappoint us. Boo.

    First you have the iTunes store which doesn't do anything but give the average user basically anything he or she might have wanted to have in on online music store. Despite its being free, we're all cheesed off that it doesn't support OGG, or it's meant partly to push iPods (duh), or whatever.

    Now this -- a supercomputer that has, to quote that again, the "best price/performance ratio ever achieved on a supercomputer." But dang it all, it doesn't completely blow away every established precedent -- it's just in the top five on the usual list of comparisons. One more crushing disappointment.

    From Microsoft, we just want products that don't completely ream us. From Apple, we want the entire world to seem a little friendlier and cooler with every product release, every dot-incremenent OS update. They both disappoint us, but the expectations seem a little different...

  • by DavidBrown (177261) on Wednesday October 22 2003, @02:28PM (#7283472) Journal
    of all of these so-called "benchmark" discussions. Everyone really knows, in their heart of hearts, that the only valid benchmark is to be found in real-world applications such as Quake III. I want to know how many fps this alleged "supercomputer" gets.

  • Moore's Law applied (Score:3, Interesting)

    by moof-hoof (678977) on Wednesday October 22 2003, @02:34PM (#7283517)
    ...it should still be noted that this is the best price/performance ratio ever achieved on a supercomputer.

    Yes, but doesn't Moore's Law and the commodification of computer hardware suggest that each new generation supercomputer will have the best price/performance ratio?

  • by mfago (514801) on Wednesday October 22 2003, @02:36PM (#7283541)
    Efficiency is strongly dependent on the interconnect. Does anyone know if the 128 node benchmark (that supposedly showed ~80% efficiency) was run with only one Infiniband switch -- i.e. all nodes connected through only one switch?

    BTW, the performance never was stated to be 17 TF, so it did not drop to 7.4 (or whatever it ends up to be).
  • by madpierre (690297) on Wednesday October 22 2003, @02:40PM (#7283583) Homepage Journal
    I installed a button on the front of my cluster
    to manually clock the CPU's.

    So far i've managed ONE whole flop.

    My record is for the slowest supercomputer
    on the planet.
    • Build a computer that uses all CMOS static registers.

      Attach a hall-effect sensor to a hamster wheel to drive the clock.

      Go out and buy a hamster.
  • Scalability (Score:5, Informative)

    by jd (1658) <imipak.yahoo@com> on Wednesday October 22 2003, @03:16PM (#7283935) Homepage Journal
    First, scalability is highly non-linear. See Amdahl's Law. Thus, the loss of performance is nothing remarkable, in and of itself.


    The degree of loss is interesting, and suggests that their algorithm for distributing work needs tightening up on the high-end. Nonetheless, none of these are bad figures. When this story first broke, you'll recall the quote from the top500 list maintainer who pointed out that very few machines had high performance ratings, when they got into the large numbers of nodes.


    I'd say these are extremely credible results, well worth the project team congratulating themselves. If the team could open-source the distribution algorithms, it would be interesting to take a look. I'm sure plenty of Mosix and BProc fans would love to know how to ramp the scaling up.


    (The problem of scaling is why jokes about making a Beowulf cluster of these would be just dumb. At the rate at which performance is lost, two Big Macs linked in a cluster would run slower than a single Big Mac. A large cluster would run slower than any of the nodes within it. Such is the Curse that Amdahl inflicted upon the superscaler world.)


    The problem of producing superscalar architectures is non-trivial. It's also NP-complete, which means there isn't a single solution which will fit all situations, or even a way to trivially derive a solution for any given situation. You've got to make an educated guess, see what happens, and then make a better informed educated guess. Repeat until bored, funding is cut, the world ends, or you reach a result you like.


    This is why it's so valuable to know how this team managed such a good performance in their first test. Knowing how to build high-performing clusters is extremely valuable. I think it not unreasonable to say that 99% of the money in supercomputing goes into researching how to squeeze a bit more speed out of reconfiguring. It's cheaper to do a bit of rewiring than to build a complete machine, so it's a lot more attractive.


    On the flip-side, if superscaling ever becomes something mere mortals can actively make use of, understand, and refine, we can expect to see vastly superior - and cheaper - SMP technology, vastly more powerful PCs, and a continuation of the erosion of the differences between micros, minis, mainframes and supercomputers.


    It will also make packing the car easier. (* This is actually a related NP-complete problem. If you can "solve" one, you can solve the other.)

  • seti@home not listed (Score:5, Interesting)

    by suitti (447395) on Wednesday October 22 2003, @04:09PM (#7284530) Homepage
    The 21st version of this list does not
    show the SETI@Home project. The top entry
    is NEC at 35 terraflops. Today's SETI@Home
    average for the last 24 hours is 61 terraflops.
    It may be a virtual supercomputer, but it
    is producing real results.
      • by gerardrj (207690) * on Wednesday October 22 2003, @02:57PM (#7283725) Journal
        Because the Power4 is hotter and uses more current than the G5. To use 2200 Power 4 CPUs they would have to about triple the cooling capacity of the room. For all the heat and power, the Power4 lacks the AltiVec units that allow the G4/G5 to process vector operations so quickly.

        The G5 is also significantly lower cost than the Power4
    • by G4from128k (686170) on Wednesday October 22 2003, @03:23PM (#7284041)
      I think that magazine article must be wrong. If 1100 Macs use as much power as 3000 homes, then each mac is using about 3 houses worth of power. That seems excessive unless the home is in a 3rd world country or those 9 fans are really really running full blast. More likely, each G5 (with networking and cooling equipment) uses a few hundred watts. Even at 500 W/Mac, 1100 Macs, $0.15/kWH, 24 Hr/day, 365 day/year the cluster costs about $722,700/year. More likely, each Mac probably only consumes an average of 300 W max and is not running full tilt 24x7, so the cost is maybe around $300-$400k/year.

      But your point is a good one. I often wonder about the environmental economics of people running SETI, Folding@Home, etc. on older machines. Most of those older "spare" CPU-cycles are quite costly in terms of electricity relative to newer faster machines that do an order of magnitude more computing with the same amount of electricity.
      • You're forgetting the AC costs... If you've ever worked in a DC you know that the room itself can get mighty toasty, and toasty air leads to cooked systems.

        Each processor, drive, and switch generates heat which is dissipated into the air. Untouched that heat accumulates and will kill the entire thing. With 1100 dual processor nodes running (and you can be they'll each be running at pretty close to full tilt) constantly that's a hell of a lot of heat that needs to be removed from the air.