HPC code is moving to GPUs ...

By: Björn Ragnar Björnsson (bjorn.ragnar.delete@this.gmail.com), August 30, 2022 1:17 pm
Room: Moderated Discussions
Adrian (a.delete@this.acm.org) on August 30, 2022 10:23 am wrote:
> me (me.delete@this.me.com) on August 30, 2022 8:17 am wrote:
> > > The Ryzen 9 7950X is expected to have a cost of around $0.50 per Gflop/s, which approximately
> > > matches the lowest computation cost that has ever been provided by GPUs.
> > >
> > > Also the expected value for Gflop/s per watt is about the same as it was
> > > for the best GPUs before their transition to FinFET CMOS processes.
> > >
> >
> > If I did the math right the 7950X @ 5 Ghz all core would be 1.2 TF for fp64.
> > Even with it being gimped, the Navi 21 GPUs do about that. MI250X does 47.
>
>
>
> It is true that a Radeon RX 6900 XT has a similar FP64 throughput as expected for 7950X.
>
> However, it costs $800 and it consumes 300 W, so it is both more expensive and more power hungry.
>
> To be an attractive alternative to a CPU, a GPU needs at least
> a double performance, both per dollar and per watt.
>
>
> Of course I would like a MI250X, but that is Unobtainium.
>
>
> It remains to be seen which will be the specifications for the soon to be launched NVIDIA RTX 4000 series and
> AMD RX 7000 series, but I doubt that any of those can offer competitive performance for FP64 computations.
>

Not all interesting/important fp codes are fp64. For fp32 the rx-6900xt has
a peak rate of 23 Tflops (16 fold the fp64 rate) which is half of the mi250x.
So, for some a consumer GPU may indeed proove to be attractive.
< Previous Post in ThreadNext Post in Thread >
TopicPosted ByDate
Zen 4, AVX-512 support, 2 cycle execution timeanonymous22022/08/29 05:08 PM
  Zen 4, AVX-512 support, 2 cycle execution timeFreddie2022/08/29 05:32 PM
    Zen 4, AVX-512 support, 2 cycle execution timenoko2022/08/29 11:54 PM
    Zen 4, AVX-512 support, 2 cycle execution timeIvan2022/08/30 12:00 AM
  HPC code is moving to GPUs ...Mark Roulo2022/08/29 06:26 PM
    HPC code is moving to GPUs ...Adrian2022/08/30 01:12 AM
      HPC code is moving to GPUs ...me2022/08/30 08:17 AM
        HPC code is moving to GPUs ...Adrian2022/08/30 10:23 AM
          HPC code is moving to GPUs ...me2022/08/30 12:06 PM
            HPC code is moving to GPUs ...Anon2022/08/30 12:34 PM
              HPC code is moving to GPUs ...me2022/08/30 04:23 PM
          HPC code is moving to GPUs ...Björn Ragnar Björnsson2022/08/30 01:17 PM
  Zen 4, AVX-512 support, 2 cycle execution timeAdrian2022/08/30 12:45 AM
    Zen 4, AVX-512 support, 2 cycle execution timeMarcus2022/08/30 10:34 AM
  Zen 4 LD/ST enhancementsAdrian2022/08/31 01:25 AM
    Zen 4 LD/ST enhancements that contribute to the IPC imprvement have nothing to do with AVX-512Heikki Kultala2022/08/31 07:38 AM
      Zen 4 LD/ST enhancements that contribute to the IPC imprvement have nothing to do with AVX-512Marcus2022/08/31 08:55 AM
        Zen 4 LD/ST enhancements that contribute to the IPC imprvement have nothing to do with AVX-512Adrian2022/08/31 10:30 AM
          Zen 4 LD/ST enhancements that contribute to the IPC imprvement have nothing to do with AVX-512Ivan2022/09/01 02:21 AM
            The result is for 2-socket system, not single processorHeikki Kultala2022/09/01 08:31 AM
      Zen 4 LD/ST enhancements that contribute to the IPC imprvement have nothing to do with AVX-512Adrian2022/08/31 10:10 AM
        Zen 4 LD/ST enhancements that contribute to the IPC imprvement have nothing to do with AVX-512Anon2022/08/31 02:24 PM
          Zen 4 LD/ST enhancements that contribute to the IPC imprvement have nothing to do with AVX-512noko2022/08/31 03:21 PM
            Zen 4 LD/ST enhancements that contribute to the IPC imprvement have nothing to do with AVX-512Adrian2022/08/31 11:58 PM
Reply to this Topic
Name:
Email:
Topic:
Body: No Text
How do you spell tangerine? 🍊