New Article: Compute Efficiency 2012

Article: Computational Efficiency for CPUs and GPUs in 2012
By: sf (pc.delete@this.email.com), July 25, 2012 6:46 am
Room: Moderated Discussions
David Kanter (dkanter.delete@this.realworldtech.com) on July 25, 2012 1:37 am wrote:
> New computational efficiency data shows GPUs with a clear edge over CPUs, but
> the gap is narrowing as CPUs adopt wide vectors (e.g. AVX). Surprisingly, a
> throughput CPU is the most energy efficient processor, offering hope for future
> architectures. Our data also shows some advantages of AMD's Bulldozer, and the
> overhead associated with highly scalable server CPUs.
>
> Comments and feedback
> welcome!
>
> David

For GPU compute, a CPU is needed to be "driving".

What will the graph look like if the driver is included in the calculation?

What is the currently best ratio of GPU to CPU?

Will the best future design be a BlueGene/Q (for best I/O) driving an optimum number of GPUs (for best Compute)?
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TopicPosted ByDate
New Article: Compute Efficiency 2012David Kanter07/25/12 01:37 AM
  New Article: Compute Efficiency 2012SHK07/25/12 02:31 AM
    New Article: Compute Efficiency 2012David Kanter07/25/12 02:42 AM
  New Article: Compute Efficiency 2012none07/25/12 03:18 AM
    New Article: Compute Efficiency 2012David Kanter07/25/12 11:25 AM
  GCN (NT)EBFE07/25/12 03:25 AM
    GCN - TFLOP DPjp08/09/12 01:58 PM
      GCN - TFLOP DPDavid Kanter08/09/12 03:32 PM
        GCN - TFLOP DPKevin G08/11/12 05:22 PM
      GCN - TFLOP DPEric08/09/12 05:12 PM
        GCN - TFLOP DPjp08/10/12 01:23 AM
          GCN - TFLOP DPEBFE08/12/12 08:27 PM
            GCN - TFLOP DPjp08/13/12 02:02 AM
              GCN - TFLOP DPEBFE08/13/12 07:45 PM
                GCN - TFLOP DPjp08/14/12 01:21 AM
  New Article: Compute Efficiency 2012Adrian07/25/12 04:39 AM
    New Article: Compute Efficiency 2012EBFE07/25/12 09:33 AM
    New Article: Compute Efficiency 2012David Kanter07/25/12 11:11 AM
  New Article: Compute Efficiency 2012sf07/25/12 06:46 AM
    New Article: Compute Efficiency 2012aaron spink07/25/12 09:08 AM
      New Article: Compute Efficiency 2012someone07/25/12 10:06 AM
    New Article: Compute Efficiency 2012David Kanter07/25/12 11:14 AM
      New Article: Compute Efficiency 2012EBFE07/26/12 02:27 AM
        BG/QDavid Kanter07/26/12 09:31 AM
          VR-ZONE KNC B0 leak, poor number?EBFE08/03/12 01:57 AM
            VR-ZONE KNC B0 leak, poor number?Eric08/03/12 07:59 AM
              VR-ZONE KNC B0 leak, poor number?EBFE08/04/12 06:37 AM
                VR-ZONE KNC B0 leak, poor number?aaron spink08/04/12 06:51 PM
                Leaks != productsDavid Kanter08/05/12 03:19 AM
                  Leaks != productsEBFE08/06/12 02:49 AM
                VR-ZONE KNC B0 leak, poor number?Eric08/05/12 10:37 AM
                  VR-ZONE KNC B0 leak, poor number?EBFE08/06/12 03:09 AM
                    VR-ZONE KNC B0 leak, poor number?aaron spink08/06/12 04:33 AM
                      VR-ZONE KNC B0 leak, poor number?jp08/07/12 03:08 AM
                        VR-ZONE KNC B0 leak, poor number?Eric08/07/12 04:58 AM
                          VR-ZONE KNC B0 leak, poor number?jp08/07/12 05:17 AM
                            VR-ZONE KNC B0 leak, poor number?Eric08/07/12 05:22 AM
                              VR-ZONE KNC B0 leak, poor number?anonymou508/07/12 09:43 AM
                            VR-ZONE KNC B0 leak, poor number?jp08/07/12 05:23 AM
                              VR-ZONE KNC B0 leak, poor number?aaron spink08/07/12 07:24 AM
                        VR-ZONE KNC B0 leak, poor number?aaron spink08/07/12 07:20 AM
                          VR-ZONE KNC B0 leak, poor number?jp08/07/12 11:22 AM
                            VR-ZONE KNC B0 leak, poor number?EduardoS08/07/12 03:15 PM
                        KNC has FMADavid Kanter08/07/12 09:17 AM
  New Article: Compute Efficiency 2012forestlaughing07/25/12 08:51 AM
    New Article: Compute Efficiency 2012Eric07/27/12 05:12 AM
      New Article: Compute Efficiency 2012hobold07/27/12 11:53 AM
        New Article: Compute Efficiency 2012Eric07/27/12 12:51 PM
          New Article: Compute Efficiency 2012hobold07/27/12 02:48 PM
            New Article: Compute Efficiency 2012Eric07/27/12 03:29 PM
        New Article: Compute Efficiency 2012anon07/29/12 02:25 AM
          New Article: Compute Efficiency 2012hobold07/29/12 11:53 AM
  Efficiency? No, lack of highly useful featuressomeone07/25/12 09:58 AM
    Best case for GPUsDavid Kanter07/25/12 11:28 AM
      Best case for GPUsfranzliszt07/25/12 01:39 PM
      Best case for GPUsChuck07/25/12 08:13 PM
        Best case for GPUsDavid Kanter07/25/12 09:45 PM
        Best case for GPUsEric07/27/12 05:51 AM
  Silverthorn data pointMichael S07/25/12 02:45 PM
    Silverthorn data pointDavid Kanter07/25/12 04:06 PM
  New Article: Compute Efficiency 2012Unununium07/25/12 05:55 PM
    New Article: Compute Efficiency 2012EduardoS07/25/12 08:12 PM
      Ops... I'm wrong...EduardoS07/25/12 08:14 PM
  New Article: Compute Efficiency 2012TacoBell07/25/12 08:36 PM
    New Article: Compute Efficiency 2012David Kanter07/25/12 09:49 PM
    New Article: Compute Efficiency 2012Michael S07/26/12 02:33 AM
  Line and factorMoritz07/26/12 01:34 AM
    Line and factorPeter Boyle07/27/12 07:57 AM
      not entirelyMoritz07/27/12 12:22 PM
      Line and factorEduardoS07/27/12 05:24 PM
        Line and factorMoritz07/28/12 12:52 PM
  tables Michael S07/26/12 02:39 AM
  Interlagos L2+L3Rana07/26/12 03:13 AM
    Interlagos L2+L3Rana07/26/12 03:13 AM
    Interlagos L2+L3David Kanter07/26/12 09:21 AM
      SP vs DP & performance metricsjp07/27/12 07:08 AM
        SP vs DP & performance metricsEric07/27/12 07:57 AM
          SP vs DP & performance metricsjp07/27/12 09:18 AM
            SP vs DP & performance metricsaaron spink07/27/12 09:36 AM
              SP vs DP & performance metricsjp07/27/12 09:47 AM
                "Global" --> systemPaul A. Clayton07/27/12 10:31 AM
                  "Global" --> systemjp07/27/12 03:55 PM
                    "Global" --> systemaaron spink07/27/12 07:33 PM
                      "Global" --> systemjp07/28/12 02:00 AM
                        "Global" --> systemaaron spink07/28/12 06:54 AM
                          "Global" --> systemjp07/29/12 02:12 AM
                            "Global" --> systemaaron spink07/29/12 05:03 AM
                              "Global" --> systemnone07/29/12 09:05 AM
                                "Global" --> systemEduardoS07/29/12 10:26 AM
                                "Global" --> systemjp07/30/12 02:24 AM
                                  "Global" --> systemaaron spink07/30/12 03:05 AM
                                "Global" --> systemaaron spink07/30/12 03:03 AM
                                  daxpy is STREAM TRIADPaul A. Clayton07/30/12 06:10 AM
                SP vs DP & performance metricsaaron spink07/27/12 07:25 PM
                  SP vs DP & performance metricsEmil Briggs07/28/12 06:40 AM
                    SP vs DP & performance metricsaaron spink07/28/12 07:05 AM
                      SP vs DP & performance metricsjp07/28/12 11:04 AM
                        SP vs DP & performance metricsBrett07/28/12 03:32 PM
                      SP vs DP & performance metricsEmil Briggs07/28/12 06:11 PM
                        SP vs DP & performance metricsanon07/29/12 02:53 AM
                        SP vs DP & performance metricsaaron spink07/29/12 05:39 AM
                          Coherency for discretesRohit07/29/12 09:24 AM
                          SP vs DP & performance metricsanon07/29/12 11:09 AM
                          SP vs DP & performance metricsEric07/29/12 01:08 PM
        SP vs DP & performance metricsaaron spink07/27/12 09:25 AM
  Regular updates?Joe07/27/12 09:35 AM
  New Article: Compute Efficiency 201230907/27/12 10:34 PM
  New Article: Compute Efficiency 2012Ingeneer07/30/12 09:01 AM
    New Article: Compute Efficiency 2012David Kanter07/30/12 01:11 PM
      New Article: Compute Efficiency 2012Ingeneer07/30/12 08:04 PM
        New Article: Compute Efficiency 2012David Kanter07/30/12 09:32 PM
          Memory power and bandwidth?Iain McClatchie08/03/12 04:35 PM
            Memory power and bandwidth?David Kanter08/04/12 11:22 AM
              Memory power and bandwidth?Michael S08/04/12 02:36 PM
              Memory power and bandwidth?Iain McClatchie08/06/12 02:09 PM
              Memory power and bandwidth?Eric08/07/12 06:28 PM
                WorkloadsDavid Kanter08/08/12 10:49 AM
                  WorkloadsEric08/09/12 05:21 PM
                Latency and bandwidth bottlenecks Paul A. Clayton08/08/12 04:02 PM
                  Latency and bandwidth bottlenecks Eric08/09/12 05:32 PM
                    Latency and bandwidth bottlenecks none08/10/12 06:06 AM
                  Latency and bandwidth bottlenecks -> BDPajensen08/11/12 03:21 PM
            Memory power and bandwidth?Ingeneer08/06/12 11:26 AM
  NV aims for 1.8+ TFLOPS DP ?jp08/11/12 01:21 PM
    NV aims for 1.8+ TFLOPS DP ?David Kanter08/11/12 09:25 PM
      NV aims for 1.8+ TFLOPS DP ?jp08/12/12 02:45 AM
      NV aims for 1.8+ TFLOPS DP ?EBFE08/12/12 10:02 PM
        NV aims for 1.8+ TFLOPS DP ?jp08/13/12 01:54 AM
          NV aims for 1.8+ TFLOPS DP ?Gabriele Svelto08/13/12 09:16 AM
            NV aims for 1.8+ TFLOPS DP ?Vincent Diepeveen08/14/12 03:04 AM
          NV aims for 1.8+ TFLOPS DP ?David Kanter08/13/12 09:50 AM
            NV aims for 1.8+ TFLOPS DP ?jp08/13/12 11:17 AM
        NV aims for 1.8+ TFLOPS DP ?EduardoS08/13/12 06:45 AM
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