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     UFOs – Unidentified Flying Objects

     Ufology –            is a neologism coined to describe the collective
     efforts of those who study reports and associated evidence of
     unidentified flying objects (UFOs).




     Ufologist –            A ufo investigator is called a ufologist




     Ufo Sightings-               Some eye witnesses to the UFOs




     Roswell Incident- called the Roswell UFO crash
     1947




     UFO Conspiracy – Worldwide UFO cover Ups and
     related theories




     Alien- An extra-terrestrial being is called an alien
Lost in the Bermuda Triangle:
  Complexity vs. Energy vs. Performance

                                                  John Paul Shen
                            Intel Microarchitecture Research Lab

                                                                 June 18, 2006
                                                                   WCED Panel




  Microprocessor Performance Evolution




                   Frequency
Performance =
  2
                PathLength × CPI
           John Paul Shen

                            John Paul Shen   -   June 18, 2006          2




                                                                                 1
Power/Performance (EPI) Evolution
                            Power = EPI × IPC × Frequency
                            50
                                                                                                                                                                         Intel                                   EPI (nj)
                            45
                                                                                                                               nj                                        Microprocessors                         65nm at
                            40                                                                                              48                                                                                   1.33v
                                                                                         Pentium 4                  I   =
                            35
                                                                                         (Cedarmill)             EP                                                      i486                                    10
                                           Power = Performance1.75                                                                                                       Pentium                                 14
                            30
                    Power




                            25                                                                                                                                           Pentium Pro                             24
                                                                      Pentium 4
                            20
                                                                     (Willamette)                                                                                        Pentium 4 (WMT)                         38

                            15
                                                                                    Pentium M             Core Duo                                                       Pentium 4 (CDM)                         48
                                                                                 Dothan                 Yonah                                                            Pentium M (Banias)                      13
                            10                                             Banias
                                            Pentium Pro
                                                                                                           nj Merom                                                      Pentium M (Dothan)                      15
                            5                                                                      EPI = 10
                                     i486                 Pentium                                                                                                        Core Duo (Yonah)                        11
                            0
                                 0                    2            4           6                             8                        10                                 Core Duo (Merom)                        10
                                                                 Scalar Performance

                                 Power: single core power (relative to i486 baseline)
                                 Performance: SPECint performance (relative to i486 baseline)
                                 EPI: average energy spent per instruction (in nano-joules)
3                                          John Paul Shen

                                                                          John Paul Shen                     -      June 18, 2006                                                                            3




EPI Optimization for CMP Architectures
                                                                Power/Performance Scaling
                   300

                            EPI:                            CPU Cores                           Prog. Accelerators Fixed Function Units
                                      10nj                                                    1nj               0.1nj              0.01nj
                   250


                             Power = EPI × IPC × Frequency = EPI × IPS                                                                                                                            EPI = 5 nj
                   200                                                                                                                                                                            (linear power scaling)
                                                                                                                                             20x Performance Increase
    Power (Watt)




                                                                                                                                                                                                  EPI = 1 nj
                                                                     150W Power Envelope                                                                                                          (power scales at n^1.1)
                   150
                                                                                                                                                                                                  EPI = 1 nj
                                                                                                                                                                                                  (linear power scaling)
                   100                                                                                                                                                                            EPI = 0.5 nj
                                                    EPI                                                                                                                                           (linear power scaling)
                                                 Throttling
                   50                                                                                                                                                                           NP/DSP/GPU             EPI
                                                                                                                                                                                                IXP2800                     ~1 nj
                                                                                                                                                                                                TMS320C6713            ~0.7 nj
                     0
                                                                                                                                                                                                GeF7800GTX             ~0.6 nj
                            0
                                 5
                                      10
                                            15
                                                 20
                                                      25
                                                           30
                                                                35
                                                                     40
                                                                          45
                                                                               50
                                                                                    55
                                                                                         60
                                                                                              65
                                                                                                   70
                                                                                                        75
                                                                                                             80
                                                                                                                   85
                                                                                                                            90
                                                                                                                                 95
                                                                                                                                       100
                                                                                                                                                    105
                                                                                                                                                                        110
                                                                                                                                                                              115
                                                                                                                                                                                    120
                                                                                                                                                                                          125




                                                                          Performance (GIPS)
                                                                          Performance (GIPS)                                                                                                    Intel Gen4             ~0.3 nj


4                                          John Paul Shen

                                                                          John Paul Shen                     -      June 18, 2006                                                                            4




                                                                                                                                                                                                                                    2
Research Challenges

• 10x Reduction of Core EPI:
    – Avoid O(n2) and O(n3) structures
    – Leverage heterogeneous cores/accelerators

• Linear Power Scaling of Uncore:
    – Provide on-demand interconnects
    – Eliminate legacy interfaces

• 2x Reduction of Design Cycle:
    – Adopt modular design style
    – Reuse building blocks




5          John Paul Shen

                            John Paul Shen   -   June 18, 2006   5




                                                                     3

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Shen

  • 1. Created by Simpo PDF Creator Pro (unregistered version) http://www.simpopdf.com UFOs – Unidentified Flying Objects Ufology – is a neologism coined to describe the collective efforts of those who study reports and associated evidence of unidentified flying objects (UFOs). Ufologist – A ufo investigator is called a ufologist Ufo Sightings- Some eye witnesses to the UFOs Roswell Incident- called the Roswell UFO crash 1947 UFO Conspiracy – Worldwide UFO cover Ups and related theories Alien- An extra-terrestrial being is called an alien
  • 2. Lost in the Bermuda Triangle: Complexity vs. Energy vs. Performance John Paul Shen Intel Microarchitecture Research Lab June 18, 2006 WCED Panel Microprocessor Performance Evolution Frequency Performance = 2 PathLength × CPI John Paul Shen John Paul Shen - June 18, 2006 2 1
  • 3. Power/Performance (EPI) Evolution Power = EPI × IPC × Frequency 50 Intel EPI (nj) 45 nj Microprocessors 65nm at 40 48 1.33v Pentium 4 I = 35 (Cedarmill) EP i486 10 Power = Performance1.75 Pentium 14 30 Power 25 Pentium Pro 24 Pentium 4 20 (Willamette) Pentium 4 (WMT) 38 15 Pentium M Core Duo Pentium 4 (CDM) 48 Dothan Yonah Pentium M (Banias) 13 10 Banias Pentium Pro nj Merom Pentium M (Dothan) 15 5 EPI = 10 i486 Pentium Core Duo (Yonah) 11 0 0 2 4 6 8 10 Core Duo (Merom) 10 Scalar Performance Power: single core power (relative to i486 baseline) Performance: SPECint performance (relative to i486 baseline) EPI: average energy spent per instruction (in nano-joules) 3 John Paul Shen John Paul Shen - June 18, 2006 3 EPI Optimization for CMP Architectures Power/Performance Scaling 300 EPI: CPU Cores Prog. Accelerators Fixed Function Units 10nj 1nj 0.1nj 0.01nj 250 Power = EPI × IPC × Frequency = EPI × IPS EPI = 5 nj 200 (linear power scaling) 20x Performance Increase Power (Watt) EPI = 1 nj 150W Power Envelope (power scales at n^1.1) 150 EPI = 1 nj (linear power scaling) 100 EPI = 0.5 nj EPI (linear power scaling) Throttling 50 NP/DSP/GPU EPI IXP2800 ~1 nj TMS320C6713 ~0.7 nj 0 GeF7800GTX ~0.6 nj 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 Performance (GIPS) Performance (GIPS) Intel Gen4 ~0.3 nj 4 John Paul Shen John Paul Shen - June 18, 2006 4 2
  • 4. Research Challenges • 10x Reduction of Core EPI: – Avoid O(n2) and O(n3) structures – Leverage heterogeneous cores/accelerators • Linear Power Scaling of Uncore: – Provide on-demand interconnects – Eliminate legacy interfaces • 2x Reduction of Design Cycle: – Adopt modular design style – Reuse building blocks 5 John Paul Shen John Paul Shen - June 18, 2006 5 3