DOCSLIB.ORG

Openpower AI CERN V1.Pdf

Total Page：16

File Type：pdf, Size：1020Kb

Download full-text PDF Read full-text
Openpower AI CERN V1.Pdf Moore’s Law Processor Technology Firmware / OS Linux Accelerator sSoftware OpenStack Storage Network ... Price/Performance POWER8 2000 2020 DRAM Memory Chips Buffer Power8: Up to 12 Cores, up to 96 Threads L1, L2, L3 + L4 Caches Up to 1 TB per socket https://www.ibm.com/blogs/syst Up to 230 GB/s sustained memory ems/power-systems- openpower-enable- bandwidth acceleration/ System System Memory Memory 115 GB/s 115 GB/s POWER8 POWER8 CPU CPU NVLink NVLink 80 GB/s 80 GB/s P100 P100 P100 P100 GPU GPU GPU GPU GPU GPU GPU GPU Memory Memory Memory Memory GPU PCIe CPU 16 GB/s System bottleneck Graphics System Memory Memory IBM aDVantage: data communication and GPU performance POWER8 + 78 ms Tesla P100+NVLink x86 baseD 170 ms GPU system ImageNet / Alexnet: Minibatch size = 128 ADD: Coherent Accelerator Processor Interface (CAPI) FPGA CAPP PCIe POWER8 Processor ...FPGAs, networking, memory... Typical I/O MoDel Flow Copy or Pin MMIO Notify Poll / Int Copy or Unpin Ret. From DD DD Call Acceleration Source Data Accelerator Completion Result Data Completion Flow with a Coherent MoDel ShareD Mem. ShareD Memory Acceleration Notify Accelerator Completion Focus on Enterprise Scale-Up Focus on Scale-Out and Enterprise Future Technology and Performance DriVen Cost and Acceleration DriVen Partner Chip POWER6 Architecture POWER7 Architecture POWER8 Architecture POWER9 Architecture POWER10 POWER8/9 2007 2008 2010 2012 2014 2016 2017 TBD 2018 - 20 2020+ POWER6 POWER6+ POWER7 POWER7+ POWER8 POWER8 P9 SO P9 SU P9 SO 2 cores 2 cores 8 cores 8 cores 12 cores w/ NVLink 24 cores 12 cores 10nm - 7nm 65nm 65nm+ 22nm 12 cores 14nm 14nm 45nm 32nm 22nm New Micro- Existing Architecture Enhanced T Micro- New Micro- Enhanced New Micro- Enhanced New Micro- Micro- New Micro- Enhanced Architecture Architecture Micro- Architecture Micro- Architecture Architecture Architecture Micro- Architecture Architecture With NVLink Architecture New Foundry Technology New Process New Process New Process Direct attach B Technology Technology Enhanced Technology New Process Technology memory Buffered Process Technology Memory Technology New Process Technology D 300+ members 80+ technologies reVealed 30 countries 6 continents 100s innoVations under way Community • Over 2,500 Linux ISVs developing on Power • 50 IBM Innovation Centers Accelerates • Compelling PoCs innoVation • Support for little endian applications Big Data & Machine HPC Cloud Mobile Enterprise Learning CHARMM miniDFT GROMACS CTH NAMD BLAST AMBER Bowtie RTM BWA GAMESS FASTA WRF HMMER HYCOM GATK HOMME SOAP3 LES STAC-A2 MiniGhost SHOC AMG2013 Graph500 OpenFOAM Ilog Major Linux Distros Available now: Barreleye G1 In partnership with Avago, IBM, MellanoX, PMC & Samsung http://blog.rackspace.com/first-look-zaius-server-platform-google-rackspace-collaboration The IBM Power Systems LC Line OpenPOWER servers for cloud and cluster deployments that are different by design High Performance Computing S822LC For High S822LC For Big Data Performance Computing S821LC S812LC S822LC • 2 socket, 2U • 1 socket, 2U • 2 socket, 2U • 2 sockets, 1U • POWER8 with NVIDIA • 2 socket, 2U • Storage rich for big • Storage-centric and high NVLink • Dense computing data applications through-put workloads • Up to 4 integrateD • Memory Intensive • Memory Intensive • Big Data acceleration with NVIDIA “Pascal” P100 workloaDs workloaDs work CAPI anD GPUs GPUs POWER9 – dual memory subsystems Scale Out Scale Up Direct Attach Memory Buffered Memory 8 Direct DDR4 Ports 8 Buffered Channels • Up to 120 GB/s of sustaineD banDwiDth • Up to 230GB/s of sustaineD banDwiDth • Low latency access • Extreme capacity – up to 8TB / socket • CommoDity packaging form factor • Superior RAS with chip kill anD lane sparing • AdaptiVe 64B / 128B reaDs • Compatible with POWER8 system memory • Agnostic interface for alternate memory innoVations Power Systems for High Performance Computing (aka Minsky) NVIDIA: Tesla P100 GPU Accelerator with NVLink Ubuntu by Canonical: Launch OS supporting NVLink and Page Migration Engine Wistron: Platform co-design Mellanox: InfiniBanD/Ethernet ConnectiVity in anD out of serVer HGST: Optional NVMe Adapters Broadcom: Optional PCIe Adapters QLogic: Optional Fiber Channel PCIe Samsung: 2.5” SSDs Hynix, Samsung, Micron: DDR4 IBM: POWER8 CPU with NVLink PowerAI: Enterprise Deep Learning Distribution Enterprise Software To o l s f o r E as e o f Faster Training Times Distribution Development for Data Scientists Binary Package of Major Graphical tools to Enhance Performance Optimized for Deep Learning Frameworks Data Scientist Developer Single Node & Distributed with Enterprise Support Experience Computing Scaling 18 Caffe NVCaffe IBMCaffe Torch Deep Learning Frameworks DistributeD TensorFlow TensorFlow Theano Chainer Supporting DistriButeD OpenBLAS Bazel NCCL DIGITS Libraries Communications Cluster of NVLink Spectrum Scale: Scale to Servers High-Speed Parallel Cloud Accelerated File System Servers and Infrastructure for Scaling Data Science Experience (DSX) PowerAI Enterprise (Coming) DL Developer Tools PowerAI Application Dev Services DL Frameworks + LiBraries (TensorFlow, CAFFE, ..) IBM Enterprise Support DistriButeD Computing with Spark & MPI Spectrum Scale High-Speed Cluster of NVLink Servers Scale to Cloud File System via HDFS APIs Training time (minutes): AlexNet and Caffe to top- BVLC Caffe vs IBM Caffe / VGGNet 1, 50% Accuracy Time to Top-1 50% accuracy: (Lower is Better) (Lower is Better) 140 8:24 S822LC/HPC with 4 Tesla P100 120 7:12 S822LC/HPC with 4 Tesla Tesla GPUs is 24% Faster than 8x P100 GPUs is 2.2x Faster than 100 6:00 Tesla M40 GPUs 4x Tesla M40 GPUs 80 4:48 60 3:36 40 2:24 20 1:12 0 x86 with 4x M40 / PCIe POWER8 with 4x Tesla P100 / 0:00 NVLink x86 with 8x M40 / PCIe POWER8 with 4x Tesla P100 / NVLink IBM S822LC (Minsky) 20-cores 2.86GHz 512GB memory / 4 NVIDIA Tesla P100 GPUs / Ubuntu 16.04 / CUDA 8.0.44 / cuDNN 5.1 / IBM Caffe 1.0.0-rc3 / Imagenet Data Intel Broadwell E5-2640v4 20-core 2.6 GHz 512GB memory / 8 NVIDIA TeslaM40 GPUs / Ubuntu 16.04 / CUDA 8.0.44 / cuDNN 5.1 / BVLC Caffe 1.0.0-rc3 / Imagenet Data Images ProcesseD (Images/Sec) (TensorFlow, Inception v3) 300 250 200 Minsky: 30% Faster 150 100 50 0 S822LC - OptimizeD E5-2640v4 Power8 “Minsky” Server Intel x86-Based Server IBM S822LC 20-cores 2.86GHz 512GB memory / 4 NVIDIA Tesla P100 GPUs / Ubuntu 16.04 / CUDA 8.0.44 / cuDNN 5.1 / TensorFlow 0.12.0 / Inception v3 Benchmark (64 image minbatch) Intel Broadwell E5-2640v4 20-core 2.6 GHz 512GB memory / 4 NVIDIA Tesla P100 GPUs/ Ubuntu 16.04 / CUDA 8.0.44 / cuDNN 5.1 / TensorFlow 0.12.0 / Inception v3 Benchmark (64 image minbatch) 22 No need to compile from open-source PowerAI OS Ubuntu 16.04 CUDA 8.0 cuDNN 5.1 Built w/ MASS Yes OpenBLAS 0.2.19 Caffe 1.0 rc5 0.14.5 + NVIDIA Caffe 0.15.14 IBM Caffe 1.0 rc3 Chainer 1.20.1 NVIDIA DIGITS 5 Torch 7 Theano 0.9 1.0.0+ TensorFlow 0.12 GPU 4 X P100 Base System S822LC/HPC http://ibm.biz/powerai https://power.jarvice.com/ 25 26.
Load more

Recommended publications
  • Development of a Dynamically Extensible Spinnaker Chip Computing Module
    FACULDADE DE ENGENHARIA DA UNIVERSIDADE DO PORTO Development of a Dynamically Extensible SpiNNaker Chip Computing Module Rui Emanuel Gonçalves Calado Araújo Master in Electrical and Computers Engineering Supervisor: Jörg Conradt Co-Supervisor: Diamantino Freitas January 27, 2014 Resumo O projeto SpiNNaker desenvolveu uma arquitetura que é capaz de criar um sistema com mais de um milhão de núcleos, com o objetivo de simular mais de um bilhão de neurónios em tempo real biológico. O núcleo deste sistema é o "chip" SpiNNaker, um multiprocessador System-on-Chip com um elevado nível de interligação entre as suas unidades de processamento. Apesar de ser uma plataforma de computação com muito potencial, até para aplicações genéricas, atualmente é ape- nas disponibilizada em configurações fixas e requer uma estação de trabalho, como uma máquina tipo "desktop" ou "laptop" conectada através de uma conexão Ethernet, para a sua inicialização e receber o programa e os dados a processar. No sentido de tirar proveito das capacidades do "chip" SpiNNaker noutras áreas, como por exemplo, na área da robótica, nomeadamente no caso de robots voadores ou de tamanho pequeno, uma nova solução de hardware com software configurável tem de ser projetada de forma a poder selecionar granularmente a quantidade do poder de processamento. Estas novas capacidades per- mitem que a arquitetura SpiNNaker possa ser utilizada em mais aplicações para além daquelas para que foi originalmente projetada. Esta dissertação apresenta um módulo de computação dinamicamente extensível baseado em "chips" SpiNNaker com a finalidade de ultrapassar as limitações supracitadas das máquinas SpiN- Naker atualmente disponíveis. Esta solução consiste numa única placa com um microcontrolador, que emula um "chip" SpiNNaker com uma ligação Ethernet, acessível através de uma porta série e com um "chip" SpiNNaker.
    [Show full text]
  • Wind Rose Data Comes in the Form >200,000 Wind Rose Images
    Making Wind Speed and Direction Maps Rich Stromberg Alaska Energy Authority [email protected]/907-771-3053 6/30/2011 Wind Direction Maps 1 Wind rose data comes in the form of >200,000 wind rose images across Alaska 6/30/2011 Wind Direction Maps 2 Wind rose data is quantified in very large Excel™ spreadsheets for each region of the state • Fields: X Y X_1 Y_1 FILE FREQ1 FREQ2 FREQ3 FREQ4 FREQ5 FREQ6 FREQ7 FREQ8 FREQ9 FREQ10 FREQ11 FREQ12 FREQ13 FREQ14 FREQ15 FREQ16 SPEED1 SPEED2 SPEED3 SPEED4 SPEED5 SPEED6 SPEED7 SPEED8 SPEED9 SPEED10 SPEED11 SPEED12 SPEED13 SPEED14 SPEED15 SPEED16 POWER1 POWER2 POWER3 POWER4 POWER5 POWER6 POWER7 POWER8 POWER9 POWER10 POWER11 POWER12 POWER13 POWER14 POWER15 POWER16 WEIBC1 WEIBC2 WEIBC3 WEIBC4 WEIBC5 WEIBC6 WEIBC7 WEIBC8 WEIBC9 WEIBC10 WEIBC11 WEIBC12 WEIBC13 WEIBC14 WEIBC15 WEIBC16 WEIBK1 WEIBK2 WEIBK3 WEIBK4 WEIBK5 WEIBK6 WEIBK7 WEIBK8 WEIBK9 WEIBK10 WEIBK11 WEIBK12 WEIBK13 WEIBK14 WEIBK15 WEIBK16 6/30/2011 Wind Direction Maps 3 Data set is thinned down to wind power density • Fields: X Y • POWER1 POWER2 POWER3 POWER4 POWER5 POWER6 POWER7 POWER8 POWER9 POWER10 POWER11 POWER12 POWER13 POWER14 POWER15 POWER16 • Power1 is the wind power density coming from the north (0 degrees). Power 2 is wind power from 22.5 deg.,…Power 9 is south (180 deg.), etc… 6/30/2011 Wind Direction Maps 4 Spreadsheet calculations X Y POWER1 POWER2 POWER3 POWER4 POWER5 POWER6 POWER7 POWER8 POWER9 POWER10 POWER11 POWER12 POWER13 POWER14 POWER15 POWER16 Max Wind Dir Prim 2nd Wind Dir Sec -132.7365 54.4833 0.643 0.767 1.911 4.083
    [Show full text]
  • IBM Power System POWER8 Facts and Features
    IBM Power Systems IBM Power System POWER8 Facts and Features April 29, 2014 IBM Power Systems™ servers and IBM BladeCenter® blade servers using IBM POWER7® and POWER7+® processors are described in a separate Facts and Features report dated July 2013 (POB03022-USEN-28). IBM Power Systems™ servers and IBM BladeCenter® blade servers using IBM POWER6® and POWER6+™ processors are described in a separate Facts and Features report dated April 2010 (POB03004-USEN-14). 1 IBM Power Systems Table of Contents IBM Power System S812L 4 IBM Power System S822 and IBM Power System S822L 5 IBM Power System S814 and IBM Power System S824 6 System Unit Details 7 Server I/O Drawers & Attachment 8 Physical Planning Characteristics 9 Warranty / Installation 10 Power Systems Software Support 11 Performance Notes & More Information 12 These notes apply to the description tables for the pages which follow: Y Standard / Supported Optional Optionally Available / Supported N/A or - Not Available / Supported or Not Applicable SOD Statement of General Direction announced SLES SUSE Linux Enterprise Server RHEL Red Hat Enterprise Linux a One x8 PCIe slots must contain a 4-port 1Gb Ethernet LAN available for client use b Use of expanded function storage backplane uses one PCIe slot Backplane provides dual high performance SAS controllers with 1.8 GB write cache expanded up to 7.2 GB with c compression plus Easy Tier function plus two SAS ports for running an EXP24S drawer d Full benchmark results are located at ibm.com/systems/power/hardware/reports/system_perf.html e Option is supported on IBM i only through VIOS.
    [Show full text]
  • March 11, 2010 Presentation
    IBM Power Systems POWER7TM Announcement, The Next Generation of Power Systems Power your planet. February 25, 2010 IBM Power Systems 2 February 25, 2010 IBM Power Systems POWER7 System Highlights .Balance System Design - Cache, Memory, and IO .POWER7 Processor Technology - 6th Implementation of multi-core design - On chip L2 & L3 caches .POWER7 System Architecture - Blades to High End offerings - Enhances memory implementation - PCIe, SAS / SATA .Built in Virtualization - Memory Expansion - VM Control .Green Technologies - Processor Nap & Sleep Mode - Memory Power Down support - Aggressive Power Save / Capping Modes 600 500 .Availability 400 - Processor Instruction Retry 300 - Alternate Process Recovery 200 100 - Concurrent Add & Services 0 JS23 JS43 520 550 560 570/16 570/32 595 3 February 25, 2010 IBM Power Systems 4 February 25, 2010 IBM Power Systems Power Processor Technology IBM investment in the Power Franchise Dependable Execution for a decade POWER8 POWER7 45 nm Globalization and globally POWER6 available resources 65 nm •Performance/System Capacity POWER5 •4-5X increase from Power6 130 nm •Multi Core – Up to 8 POWER4 •SMT4 – 4 threads/core 180 nm . Dual Core •On-Chip eDRAM . High Frequencies • Energy . Dual Core . Virtualization + . Enhanced Scaling • Efficiency: 3-4X Power6 . Memory Subsystem + . SMT • Dynamic Energy . Dual Core . Altivec . Distributed Switch + Management . Chip Multi Processing . Instruction Retry . Distributed Switch . Core Parallelism + • Reliability + . Dyn Energy Mgmt . Shared L2 . FP Performance + . SMT + •Memory DIMM – DRAM . Dynamic LPARs (32) . Memory bandwidth + . Protection Keys Sparing . Virtualization •N+2 Voltage Regulator Redundancy •Protection Keys + 5 February 25, 2010 IBM Power Systems POWER6 – POWER7 Compare Wireless world Mobile platforms are developing as new means of identification.
    [Show full text]
  • NVIDIA CUDA on IBM POWER8: Technical Overview, Software Installation, and Application Development
    Redpaper Dino Quintero Wei Li Wainer dos Santos Moschetta Mauricio Faria de Oliveira Alexander Pozdneev NVIDIA CUDA on IBM POWER8: Technical overview, software installation, and application development Overview The exploitation of general-purpose computing on graphics processing units (GPUs) and modern multi-core processors in a single heterogeneous parallel system has proven highly efficient for running several technical computing workloads. This applied to a wide range of areas such as chemistry, bioinformatics, molecular biology, engineering, and big data analytics. Recently launched, the IBM® Power System S824L comes into play to explore the use of the NVIDIA Tesla K40 GPU, combined with the latest IBM POWER8™ processor, providing a unique technology platform for high performance computing. This IBM Redpaper™ publication discusses the installation of the system, and the development of C/C++ and Java applications using the NVIDIA CUDA platform for IBM POWER8. Note: CUDA stands for Compute Unified Device Architecture. It is a parallel computing platform and programming model created by NVIDIA and implemented by the GPUs that they produce. The following topics are covered: Advantages of NVIDIA on POWER8 The IBM Power Systems S824L server Software stack System monitoring Application development Tuning and debugging Application examples © Copyright IBM Corp. 2015. All rights reserved. ibm.com/redbooks 1 Advantages of NVIDIA on POWER8 The IBM and NVIDIA partnership was announced in November 2013, for the purpose of integrating IBM POWER®-based systems with NVIDIA GPUs, and enablement of GPU-accelerated applications and workloads. The goal is to deliver higher performance and better energy efficiency to companies and data centers. This collaboration produced its initial results in 2014 with: The announcement of the first IBM POWER8 system featuring NVIDIA Tesla GPUs (IBM Power Systems™ S824L).
    [Show full text]
  • POWER® Processor-Based Systems
    IBM® Power® Systems RAS Introduction to IBM® Power® Reliability, Availability, and Serviceability for POWER9® processor-based systems using IBM PowerVM™ With Updates covering the latest 4+ Socket Power10 processor-based systems IBM Systems Group Daniel Henderson, Irving Baysah Trademarks, Copyrights, Notices and Acknowledgements Trademarks IBM, the IBM logo, and ibm.com are trademarks or registered trademarks of International Business Machines Corporation in the United States, other countries, or both. These and other IBM trademarked terms are marked on their first occurrence in this information with the appropriate symbol (® or ™), indicating US registered or common law trademarks owned by IBM at the time this information was published. Such trademarks may also be registered or common law trademarks in other countries. A current list of IBM trademarks is available on the Web at http://www.ibm.com/legal/copytrade.shtml The following terms are trademarks of the International Business Machines Corporation in the United States, other countries, or both: Active AIX® POWER® POWER Power Power Systems Memory™ Hypervisor™ Systems™ Software™ Power® POWER POWER7 POWER8™ POWER® PowerLinux™ 7® +™ POWER® PowerHA® POWER6 ® PowerVM System System PowerVC™ POWER Power Architecture™ ® x® z® Hypervisor™ Additional Trademarks may be identified in the body of this document. Other company, product, or service names may be trademarks or service marks of others. Notices The last page of this document contains copyright information, important notices, and other information. Acknowledgements While this whitepaper has two principal authors/editors it is the culmination of the work of a number of different subject matter experts within IBM who contributed ideas, detailed technical information, and the occasional photograph and section of description.
    [Show full text]
  • IBM Power System E850 the Most Agile 4-Socket System in the Marketplace, Optimized for Performance, Reliability and Expansion
    IBM Systems Data Sheet IBM Power System E850 The most agile 4-socket system in the marketplace, optimized for performance, reliability and expansion Businesses today are demanding faster insights that analyze more data in Highlights new ways. They need to implement applications in days versus months, and they need to achieve all these goals while reducing IT costs. This is ●● ●●Designed for data and analytics, delivers creating new demands on IT infrastructures, requiring new levels of per- secure, reliable performance in a compact, 4-socket system formance and the flexibility to respond to new business opportunities, all at an affordable price. ●● ●●Can flexibly scale to rapidly respond to changing business needs The IBM® Power® System E850 server offers a unique blend of ●● ●●Can reduce IT costs through application enterprise-class capabilities in a space-efficient, 4-socket system with consolidation, higher availability and excellent price performance. With up to 48 IBM POWER8™ processor virtualization to yield over 70 percent utilization cores, advanced IBM PowerVM® virtualization that can yield over 70 percent system utilization and Capacity on Demand (CoD), no other 4-socket system in the industry delivers this combination of performance, efficiency and business agility. These capabilities make the Power E850 server an ideal platform for medium-size businesses and as a departmental server or data center building block for large enterprises. Designed for the demands of big data and analytics Businesses are amassing a wealth of data and IBM Power Systems™, built with innovation to support today’s data demands, can store it, secure it and, most important, extract actionable insight from it.
    [Show full text]
  • From Blue Gene to Cell Power.Org Moscow, JSCC Technical Day November 30, 2005
    IBM eServer pSeries™ From Blue Gene to Cell Power.org Moscow, JSCC Technical Day November 30, 2005 Dr. Luigi Brochard IBM Distinguished Engineer Deep Computing Architect [email protected] © 2004 IBM Corporation IBM eServer pSeries™ Technology Trends As frequency increase is limited due to power limitation Dual core is a way to : 2 x Peak Performance per chip (and per cycle) But at the expense of frequency (around 20% down) Another way is to increase Flop/cycle © 2004 IBM Corporation IBM eServer pSeries™ IBM innovations POWER : FMA in 1990 with POWER: 2 Flop/cycle/chip Double FMA in 1992 with POWER2 : 4 Flop/cycle/chip Dual core in 2001 with POWER4: 8 Flop/cycle/chip Quadruple core modules in Oct 2005 with POWER5: 16 Flop/cycle/module PowerPC: VMX in 2003 with ppc970FX : 8 Flops/cycle/core, 32bit only Dual VMX+ FMA with pp970MP in 1Q06 Blue Gene: Low frequency , system on a chip, tight integration of thousands of cpus Cell : 8 SIMD units and a ppc970 core on a chip : 64 Flop/cycle/chip © 2004 IBM Corporation IBM eServer pSeries™ Technology Trends As needs diversify, systems are heterogeneous and distributed GRID technologies are an essential part to create cooperative environments based on standards © 2004 IBM Corporation IBM eServer pSeries™ IBM innovations IBM is : a sponsor of Globus Alliances contributing to Globus Tool Kit open souce a founding member of Globus Consortium IBM is extending its products Global file systems : – Multi platform and multi cluster GPFS Meta schedulers : – Multi platform
    [Show full text]
  • IBM Power Systems Performance Report Apr 13, 2021
    IBM Power Performance Report Power7 to Power10 September 8, 2021 Table of Contents 3 Introduction to Performance of IBM UNIX, IBM i, and Linux Operating System Servers 4 Section 1 – SPEC® CPU Benchmark Performance 4 Section 1a – Linux Multi-user SPEC® CPU2017 Performance (Power10) 4 Section 1b – Linux Multi-user SPEC® CPU2017 Performance (Power9) 4 Section 1c – AIX Multi-user SPEC® CPU2006 Performance (Power7, Power7+, Power8) 5 Section 1d – Linux Multi-user SPEC® CPU2006 Performance (Power7, Power7+, Power8) 6 Section 2 – AIX Multi-user Performance (rPerf) 6 Section 2a – AIX Multi-user Performance (Power8, Power9 and Power10) 9 Section 2b – AIX Multi-user Performance (Power9) in Non-default Processor Power Mode Setting 9 Section 2c – AIX Multi-user Performance (Power7 and Power7+) 13 Section 2d – AIX Capacity Upgrade on Demand Relative Performance Guidelines (Power8) 15 Section 2e – AIX Capacity Upgrade on Demand Relative Performance Guidelines (Power7 and Power7+) 20 Section 3 – CPW Benchmark Performance 19 Section 3a – CPW Benchmark Performance (Power8, Power9 and Power10) 22 Section 3b – CPW Benchmark Performance (Power7 and Power7+) 25 Section 4 – SPECjbb®2015 Benchmark Performance 25 Section 4a – SPECjbb®2015 Benchmark Performance (Power9) 25 Section 4b – SPECjbb®2015 Benchmark Performance (Power8) 25 Section 5 – AIX SAP® Standard Application Benchmark Performance 25 Section 5a – SAP® Sales and Distribution (SD) 2-Tier – AIX (Power7 to Power8) 26 Section 5b – SAP® Sales and Distribution (SD) 2-Tier – Linux on Power (Power7 to Power7+)
    [Show full text]
  • Progress Codes
    Power Systems Progress codes Power Systems Progress codes Note Before using this information and the product it supports, read the information in “Notices,” on page 109, “Safety notices” on page v, the IBM Systems Safety Notices manual, G229-9054, and the IBM Environmental Notices and User Guide, Z125–5823. This edition applies to IBM Power Systems™ servers that contain the POWER6® processor and to all associated models. © Copyright IBM Corporation 2007, 2009. US Government Users Restricted Rights – Use, duplication or disclosure restricted by GSA ADP Schedule Contract with IBM Corp. Contents Safety notices ............v Chapter 13. (CAxx) Partition firmware progress codes ...........79 Chapter 1. Progress codes overview . 1 Chapter 14. (CF00) Linux kernel boot Chapter 2. AIX IPL progress codes . 3 progress codes ...........91 Chapter 3. AIX diagnostic load Chapter 15. (D1xx) Service processor progress indicators .........29 firmware progress codes .......93 Chapter 4. Dump progress indicators Chapter 16. (D1xx) Service processor (dump status codes) .........33 status progress codes ........95 Chapter 5. AIX crash progress codes Chapter 17. (D1xx) Service processor (category 1) ............35 dump status progress codes .....97 Chapter 6. AIX crash progress codes Chapter 18. (D1xx) Platform dump (category 2) ............37 status progress codes .......101 Chapter 7. AIX crash progress codes Chapter 19. (D2xx) Partition status (category 3) ............39 progress codes ..........103 Chapter 8. (C1xx) Service processor Chapter 20. (D6xx) General status progress codes ...........41 progress codes ..........105 Chapter 9. (C2xx) Virtual service Chapter 21. (D9xx) General status processor progress codes ......63 progress codes ..........107 Chapter 10. (C3xx, C5xx, C6xx) IPL Appendix. Notices .........109 status progress codes ........67 Trademarks ..............110 Electronic emission notices .........111 Chapter 11.
    [Show full text]
  • IBM Energyscale for POWER8 Processor-Based Systems
    IBM EnergyScale for POWER8 Processor-Based Systems November 2015 Martha Broyles Christopher J. Cain Todd Rosedahl Guillermo J. Silva Table of Contents Executive Overview...................................................................................................................................4 EnergyScale Features.................................................................................................................................5 Power Trending................................................................................................................................................................5 Thermal Reporting...........................................................................................................................................................5 Fixed Maximum Frequency Mode...................................................................................................................................6 Static Power Saver Mode.................................................................................................................................................6 Fixed Frequency Override...............................................................................................................................................6 Dynamic Power Saver Mode...........................................................................................................................................7 Power Management's Effect on System Performance................................................................................................7
    [Show full text]
  • IBM Power Roadmap
    POWER6™ Processor and Systems Jim McInnes [email protected] Compiler Optimization IBM Canada Toronto Software Lab © 2007 IBM Corporation All statements regarding IBM future directions and intent are subject to change or withdrawal without notice and represent goals and objectives only Role .I am a Technical leader in the Compiler Optimization Team . Focal point to the hardware development team . Member of the Power ISA Architecture Board .For each new microarchitecture I . help direct the design toward helpful features . Design and deliver specific compiler optimizations to enable hardware exploitation 2 IBM POWER6 Overview © 2007 IBM Corporation All statements regarding IBM future directions and intent are subject to change or withdrawal without notice and represent goals and objectives only POWER5 Chip Overview High frequency dual-core chip . 8 execution units 2LS, 2FP, 2FX, 1BR, 1CR . 1.9MB on-chip shared L2 – point of coherency, 3 slices . On-chip L3 directory and controller . On-chip memory controller Technology & Chip Stats . 130nm lithography, Cu, SOI . 276M transistors, 389 mm2 . I/Os: 2313 signal, 3057 Power/Gnd 3 IBM POWER6 Overview © 2007 IBM Corporation All statements regarding IBM future directions and intent are subject to change or withdrawal without notice and represent goals and objectives only POWER6 Chip Overview SDU RU Ultra-high frequency dual-core chip IFU FXU . 8 execution units L2 Core0 VMX L2 2LS, 2FP, 2FX, 1BR, 1VMX QUAD LSU FPU QUAD . 2 x 4MB on-chip L2 – point of L3 coherency, 4 quads L2 CNTL CNTL . On-chip L3 directory and controller . Two on-chip memory controllers M FBC GXC M Technology & Chip stats C C .
    [Show full text]