Power4 Focuses on Memory Bandwidth IBM Confronts IA-64, Says ISA Not Important
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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 -
IBM Powerpc 970 (A.K.A. G5)
IBM PowerPC 970 (a.k.a. G5) Ref 1 David Benham and Yu-Chung Chen UIC – Department of Computer Science CS 466 PPC 970FX overview ● 64-bit RISC ● 58 million transistors ● 512 KB of L2 cache and 96KB of L1 cache ● 90um process with a die size of 65 sq. mm ● Native 32 bit compatibility ● Maximum clock speed of 2.7 Ghz ● SIMD instruction set (Altivec) ● 42 watts @ 1.8 Ghz (1.3 volts) ● Peak data bandwidth of 6.4 GB per second A picture is worth a 2^10 words (approx.) Ref 2 A little history ● PowerPC processor line is a product of the AIM alliance formed in 1991. (Apple, IBM, and Motorola) ● PPC 601 (G1) - 1993 ● PPC 603 (G2) - 1995 ● PPC 750 (G3) - 1997 ● PPC 7400 (G4) - 1999 ● PPC 970 (G5) - 2002 ● AIM alliance dissolved in 2005 Processor Ref 3 Ref 3 Core details ● 16(int)-25(vector) stage pipeline ● Large number of 'in flight' instructions (various stages of execution) - theoretical limit of 215 instructions ● 512 KB L2 cache ● 96 KB L1 cache – 64 KB I-Cache – 32 KB D-Cache Core details continued ● 10 execution units – 2 load/store operations – 2 fixed-point register-register operations – 2 floating-point operations – 1 branch operation – 1 condition register operation – 1 vector permute operation – 1 vector ALU operation ● 32 64 bit general purpose registers, 32 64 bit floating point registers, 32 128 vector registers Pipeline Ref 4 Benchmarks ● SPEC2000 ● BLAST – Bioinformatics ● Amber / jac - Structure biology ● CFD lab code SPEC CPU2000 ● IBM eServer BladeCenter JS20 ● PPC 970 2.2Ghz ● SPECint2000 ● Base: 986 Peak: 1040 ● SPECfp2000 ● Base: 1178 Peak: 1241 ● Dell PowerEdge 1750 Xeon 3.06Ghz ● SPECint2000 ● Base: 1031 Peak: 1067 Apple’s SPEC Results*2 ● SPECfp2000 ● Base: 1030 Peak: 1044 BLAST Ref. -
Introduction to the Cell Multiprocessor
Introduction J. A. Kahle M. N. Day to the Cell H. P. Hofstee C. R. Johns multiprocessor T. R. Maeurer D. Shippy This paper provides an introductory overview of the Cell multiprocessor. Cell represents a revolutionary extension of conventional microprocessor architecture and organization. The paper discusses the history of the project, the program objectives and challenges, the design concept, the architecture and programming models, and the implementation. Introduction: History of the project processors in order to provide the required Initial discussion on the collaborative effort to develop computational density and power efficiency. After Cell began with support from CEOs from the Sony several months of architectural discussion and contract and IBM companies: Sony as a content provider and negotiations, the STI (SCEI–Toshiba–IBM) Design IBM as a leading-edge technology and server company. Center was formally opened in Austin, Texas, on Collaboration was initiated among SCEI (Sony March 9, 2001. The STI Design Center represented Computer Entertainment Incorporated), IBM, for a joint investment in design of about $400,000,000. microprocessor development, and Toshiba, as a Separate joint collaborations were also set in place development and high-volume manufacturing technology for process technology development. partner. This led to high-level architectural discussions A number of key elements were employed to drive the among the three companies during the summer of 2000. success of the Cell multiprocessor design. First, a holistic During a critical meeting in Tokyo, it was determined design approach was used, encompassing processor that traditional architectural organizations would not architecture, hardware implementation, system deliver the computational power that SCEI sought structures, and software programming models. -
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 . -
Power Architecture® ISA 2.06 Stride N Prefetch Engines to Boost Application's Performance
Power Architecture® ISA 2.06 Stride N prefetch Engines to boost Application's performance History of IBM POWER architecture: POWER stands for Performance Optimization with Enhanced RISC. Power architecture is synonymous with performance. Introduced by IBM in 1991, POWER1 was a superscalar design that implemented register renaming andout-of-order execution. In Power2, additional FP unit and caches were added to boost performance. In 1996 IBM released successor of the POWER2 called P2SC (POWER2 Super chip), which is a single chip implementation of POWER2. P2SC is used to power the 30-node IBM Deep Blue supercomputer that beat world Chess Champion Garry Kasparov at chess in 1997. Power3, first 64 bit SMP, featured a data prefetch engine, non-blocking interleaved data cache, dual floating point execution units, and many other goodies. Power3 also unified the PowerPC and POWER Instruction set and was used in IBM's RS/6000 servers. The POWER3-II reimplemented POWER3 using copper interconnects, delivering double the performance at about the same price. Power4 was the first Gigahertz dual core processor launched in 2001 which was awarded the MicroProcessor Technology Award in recognition of its innovations and technology exploitation. Power5 came in with symmetric multi threading (SMT) feature to further increase application's performance. In 2004, IBM with 15 other companies founded Power.org. Power.org released the Power ISA v2.03 in September 2006, Power ISA v.2.04 in June 2007 and Power ISA v.2.05 with many advanced features such as VMX, virtualization, variable length encoding, hyper visor functionality, logical partitioning, virtual page handling, Decimal Floating point and so on which further boosted the architecture leadership in the market place and POWER5+, Cell, POWER6, PA6T, Titan are various compliant cores. -
POWER8: the First Openpower Processor
POWER8: The first OpenPOWER processor Dr. Michael Gschwind Senior Technical Staff Member & Senior Manager IBM Power Systems #OpenPOWERSummit Join the conversation at #OpenPOWERSummit 1 OpenPOWER is about choice in large-scale data centers The choice to The choice to The choice to differentiate innovate grow . build workload • collaborative • delivered system optimized innovation in open performance solutions ecosystem • new capabilities . use best-of- • with open instead of breed interfaces technology scaling components from an open ecosystem Join the conversation at #OpenPOWERSummit Why Power and Why Now? . Power is optimized for server workloads . Power8 was optimized to simplify application porting . Power8 includes CAPI, the Coherent Accelerator Processor Interconnect • Building on a long history of IBM workload acceleration Join the conversation at #OpenPOWERSummit POWER8 Processor Cores • 12 cores (SMT8) 96 threads per chip • 2X internal data flows/queues • 64K data cache, 32K instruction cache Caches • 512 KB SRAM L2 / core • 96 MB eDRAM shared L3 • Up to 128 MB eDRAM L4 (off-chip) Accelerators • Crypto & memory expansion • Transactional Memory • VMM assist • Data Move / VM Mobility • Coherent Accelerator Processor Interface (CAPI) Join the conversation at #OpenPOWERSummit 4 POWER8 Core •Up to eight hardware threads per core (SMT8) •8 dispatch •10 issue •16 execution pipes: •2 FXU, 2 LSU, 2 LU, 4 FPU, 2 VMX, 1 Crypto, 1 DFU, 1 CR, 1 BR •Larger Issue queues (4 x 16-entry) •Larger global completion, Load/Store reorder queue •Improved branch prediction •Improved unaligned storage access •Improved data prefetch Join the conversation at #OpenPOWERSummit 5 POWER8 Architecture . High-performance LE support – Foundation for a new ecosystem . Organic application growth Power evolution – Instruction Fusion 1600 PowerPC . -
Processor Design:System-On-Chip Computing For
Processor Design Processor Design System-on-Chip Computing for ASICs and FPGAs Edited by Jari Nurmi Tampere University of Technology Finland A C.I.P. Catalogue record for this book is available from the Library of Congress. ISBN 978-1-4020-5529-4 (HB) ISBN 978-1-4020-5530-0 (e-book) Published by Springer, P.O. Box 17, 3300 AA Dordrecht, The Netherlands. www.springer.com Printed on acid-free paper All Rights Reserved © 2007 Springer No part of this work may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, microfilming, recording or otherwise, without written permission from the Publisher, with the exception of any material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. To Pirjo, Lauri, Eero, and Santeri Preface When I started my computing career by programming a PDP-11 computer as a freshman in the university in early 1980s, I could not have dreamed that one day I’d be able to design a processor. At that time, the freshmen were only allowed to use PDP. Next year I was given the permission to use the famous brand-new VAX-780 computer. Also, my new roommate at the dorm had got one of the first personal computers, a Commodore-64 which we started to explore together. Again, I could not have imagined that hundreds of times the processing power will be available in an everyday embedded device just a quarter of century later. -
Computer Architectures an Overview
Computer Architectures An Overview PDF generated using the open source mwlib toolkit. See http://code.pediapress.com/ for more information. PDF generated at: Sat, 25 Feb 2012 22:35:32 UTC Contents Articles Microarchitecture 1 x86 7 PowerPC 23 IBM POWER 33 MIPS architecture 39 SPARC 57 ARM architecture 65 DEC Alpha 80 AlphaStation 92 AlphaServer 95 Very long instruction word 103 Instruction-level parallelism 107 Explicitly parallel instruction computing 108 References Article Sources and Contributors 111 Image Sources, Licenses and Contributors 113 Article Licenses License 114 Microarchitecture 1 Microarchitecture In computer engineering, microarchitecture (sometimes abbreviated to µarch or uarch), also called computer organization, is the way a given instruction set architecture (ISA) is implemented on a processor. A given ISA may be implemented with different microarchitectures.[1] Implementations might vary due to different goals of a given design or due to shifts in technology.[2] Computer architecture is the combination of microarchitecture and instruction set design. Relation to instruction set architecture The ISA is roughly the same as the programming model of a processor as seen by an assembly language programmer or compiler writer. The ISA includes the execution model, processor registers, address and data formats among other things. The Intel Core microarchitecture microarchitecture includes the constituent parts of the processor and how these interconnect and interoperate to implement the ISA. The microarchitecture of a machine is usually represented as (more or less detailed) diagrams that describe the interconnections of the various microarchitectural elements of the machine, which may be everything from single gates and registers, to complete arithmetic logic units (ALU)s and even larger elements. -
A Bibliography of Publications in IEEE Micro
A Bibliography of Publications in IEEE Micro Nelson H. F. Beebe University of Utah Department of Mathematics, 110 LCB 155 S 1400 E RM 233 Salt Lake City, UT 84112-0090 USA Tel: +1 801 581 5254 FAX: +1 801 581 4148 E-mail: [email protected], [email protected], [email protected] (Internet) WWW URL: http://www.math.utah.edu/~beebe/ 16 September 2021 Version 2.108 Title word cross-reference -Core [MAT+18]. -Cubes [YW94]. -D [ASX19, BWMS19, DDG+19, Joh19c, PZB+19, ZSS+19]. -nm [ABG+16, KBN16, TKI+14]. #1 [Kah93i]. 0.18-Micron [HBd+99]. 0.9-micron + [Ano02d]. 000-fps [KII09]. 000-Processor $1 [Ano17-58, Ano17-59]. 12 [MAT 18]. 16 + + [ABG+16]. 2 [DTH+95]. 21=2 [Ste00a]. 28 [BSP 17]. 024-Core [JJK 11]. [KBN16]. 3 [ASX19, Alt14e, Ano96o, + AOYS95, BWMS19, CMAS11, DDG+19, 1 [Ano98s, BH15, Bre10, PFC 02a, Ste02a, + + Ste14a]. 1-GHz [Ano98s]. 1-terabits DFG 13, Joh19c, LXB07, LX10, MKT 13, + MAS+07, PMM15, PZB+19, SYW+14, [MIM 97]. 10 [Loc03]. 10-Gigabit SCSR93, VPV12, WLF+08, ZSS+19]. 60 [Gad07, HcF04]. 100 [TKI+14]. < [BMM15]. > [BMM15]. 2 [Kir84a, Pat84, PSW91, YSMH91, ZACM14]. [WHCK18]. 3 [KBW95]. II [BAH+05]. ∆ 100-Mops [PSW91]. 1000 [ES84]. 11- + [Lyl04]. 11/780 [Abr83]. 115 [JBF94]. [MKG 20]. k [Eng00j]. µ + [AT93, Dia95c, TS95]. N [YW94]. x 11FO4 [ASD 05]. 12 [And82a]. [DTB01, Dur96, SS05]. 12-DSP [Dur96]. 1284 [Dia94b]. 1284-1994 [Dia94b]. 13 * [CCD+82]. [KW02]. 1394 [SB00]. 1394-1955 [Dia96d]. 1 2 14 [WD03]. 15 [FD04]. 15-Billion-Dollar [KR19a]. -
Modern Processor Design: Fundamentals of Superscalar
Fundamentals of Superscalar Processors John Paul Shen Intel Corporation Mikko H. Lipasti University of Wisconsin WAVELAND PRESS, INC. Long Grove, Illinois To Our parents: Paul and Sue Shen Tarja and Simo Lipasti Our spouses: Amy C. Shen Erica Ann Lipasti Our children: Priscilla S. Shen, Rachael S. Shen, and Valentia C. Shen Emma Kristiina Lipasti and Elias Joel Lipasti For information about this book, contact: Waveland Press, Inc. 4180 IL Route 83, Suite 101 Long Grove, IL 60047-9580 (847) 634-0081 info @ waveland.com www.waveland.com Copyright © 2005 by John Paul Shen and Mikko H. Lipasti 2013 reissued by Waveland Press, Inc. 10-digit ISBN 1-4786-0783-1 13-digit ISBN 978-1-4786-0783-0 All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means without permission in writing from the publisher. Printed in the United States of America 7 6 5 4 3 2 1 Table of Contents PrefaceAbout the Authors x ix 1 Processor Design 1 1.1 The Evolution of Microprocessors 2 1.21.2.1 Instruction Digital Set Systems Processor Design Design 44 1.2.2 Architecture,Realization Implementation, and 5 1.2.3 Instruction Set Architecture 6 1.2.4 Dynamic-Static Interface 8 1.3 Principles of Processor Performance 10 1.3.1 Processor Performance Equation 10 1.3.2 Processor Performance Optimizations 11 1.3.3 Performance Evaluation Method 13 1.4 Instruction-Level Parallel Processing 16 1.4.1 From Scalar to Superscalar 16 1.4.2 Limits of Instruction-Level Parallelism 24 1.51.4.3 Machines Summary for Instruction-Level -
Powerpc 620 Case Study
Case Studies: The PowerPC 620 and Intel P6 Case Study: The PowerPC 620 Modern Processor Design: Fundamentals of Superscalar Processors 2 IBM/Motorola/Apple Alliance PowerPC 620 Case Study Alliance begun in 1991 with a joint design center (Somerset) in Austin – Ambitious objective: unseat Intel on the desktop – Delays, conflicts, politics…hasn’t happened, alliance largely dissolved today First-generation out-of-order processor PowerPC 601 – Quick design based on RSC compatible with POWER and PowerPC Developed as part of Apple-IBM-Motorola PowerPC 603 alliance – Low power implementation designed for small uniprocessor systems – 5 FUs: branch , integer, system, load/store, FP Aggressive goals, targets PowerPC 604 – 4-wide machine Interesting microarchitectural features – 6 FUs, each with 2-entry RS Hopelessly delayed PowerPC 620 – First 64-bit machine, also 4-wide Led to future, successful designs – Same 6 FUs as 604 – Next slide, also chapter 5 in the textbook PowerPC G3, G4 – Newer derivatives of the PowerPC 603 (3-issue, in-order) – Added Altivec multimedia extensions 1 PowerPC 620 PowerPC 620 Pipeline Fetch stage Instruction buffer (8) Dispatch stage BRU LSU XSU0 XSU1 MC-FXU FPU Reservation stations (6) Execute stage(s) Completion buffer (16) Complete stage Writeback stage Fetch stage – 4-wide, BTAC simple predictor PowerPC 620 Instruction Buffer – Joint IBM/Apple/Motorola design – Decouples fetch from dispatch stalls – Holds up to 8 instructions – Aggressively out-of-order, weak memory order, 64 bits Hopelessly delayed, -
A História Da Família Powerpc
A História da família PowerPC ∗ Flavio Augusto Wada de Oliveira Preto Instituto de Computação Unicamp fl[email protected] ABSTRACT principal atingir a marca de uma instru¸c~ao por ciclo e 300 Este artigo oferece um passeio hist´orico pela arquitetura liga¸c~oes por minuto. POWER, desde sua origem at´eos dias de hoje. Atrav´es deste passeio podemos analisar como as tecnologias que fo- O IBM 801 foi contra a tend^encia do mercado ao reduzir ram surgindo atrav´esdas quatro d´ecadas de exist^encia da dr´asticamente o n´umero de instru¸c~oes em busca de um con- arquitetura foram incorporadas. E desta forma ´eposs´ıvel junto pequeno e simples, chamado de RISC (reduced ins- verificar at´eos dias de hoje como as tend^encias foram segui- truction set computer). Este conjunto de instru¸c~oes elimi- das e usadas. Al´emde poder analisar como as tendencias nava instru¸c~oes redundantes que podiam ser executadas com futuras na ´area de arquitetura de computadores seguir´a. uma combina¸c~ao de outras intru¸c~oes. Com este novo con- junto reduzido, o IBM 801 possuia metade dos circuitos de Neste artigo tamb´emser´aapresentado sistemas computacio- seus contempor^aneos. nais que empregam comercialmente processadores POWER, em especial os videogames, dado que atualmente os tr^es vi- Apesar do IBM 801 nunca ter se tornado um chaveador te- deogames mais vendidos no mundo fazem uso de um chip lef^onico, ele foi o marco de toda uma linha de processadores POWER, que apesar da arquitetura comum possuem gran- RISC que podemos encontrar at´ehoje: a linha POWER.