IBM POWER4: a 64-Bit Architecture and a New Technology to Form Systems
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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 -
Vxworks Architecture Supplement, 6.2
VxWorks Architecture Supplement VxWorks® ARCHITECTURE SUPPLEMENT 6.2 Copyright © 2005 Wind River Systems, Inc. All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means without the prior written permission of Wind River Systems, Inc. Wind River, the Wind River logo, Tornado, and VxWorks are registered trademarks of Wind River Systems, Inc. Any third-party trademarks referenced are the property of their respective owners. For further information regarding Wind River trademarks, please see: http://www.windriver.com/company/terms/trademark.html This product may include software licensed to Wind River by third parties. Relevant notices (if any) are provided in your product installation at the following location: installDir/product_name/3rd_party_licensor_notice.pdf. Wind River may refer to third-party documentation by listing publications or providing links to third-party Web sites for informational purposes. Wind River accepts no responsibility for the information provided in such third-party documentation. Corporate Headquarters Wind River Systems, Inc. 500 Wind River Way Alameda, CA 94501-1153 U.S.A. toll free (U.S.): (800) 545-WIND telephone: (510) 748-4100 facsimile: (510) 749-2010 For additional contact information, please visit the Wind River URL: http://www.windriver.com For information on how to contact Customer Support, please visit the following URL: http://www.windriver.com/support VxWorks Architecture Supplement, 6.2 11 Oct 05 Part #: DOC-15660-ND-00 Contents 1 Introduction -
Copyrighted Material
CHAPTER 1 MULTI- AND MANY-CORES, ARCHITECTURAL OVERVIEW FOR PROGRAMMERS Lasse Natvig, Alexandru Iordan, Mujahed Eleyat, Magnus Jahre and Jorn Amundsen 1.1 INTRODUCTION 1.1.1 Fundamental Techniques Parallelism hasCOPYRIGHTED been used since the early days of computing MATERIAL to enhance performance. From the first computers to the most modern sequential processors (also called uni- processors), the main concepts introduced by von Neumann [20] are still in use. How- ever, the ever-increasing demand for computing performance has pushed computer architects toward implementing different techniques of parallelism. The von Neu- mann architecture was initially a sequential machine operating on scalar data with bit-serial operations [20]. Word-parallel operations were made possible by using more complex logic that could perform binary operations in parallel on all the bits in a computer word, and it was just the start of an adventure of innovations in parallel computer architectures. Programming Multicore and Many-core Computing Systems, 3 First Edition. Edited by Sabri Pllana and Fatos Xhafa. © 2017 John Wiley & Sons, Inc. Published 2017 by John Wiley & Sons, Inc. 4 MULTI- AND MANY-CORES, ARCHITECTURAL OVERVIEW FOR PROGRAMMERS Prefetching is a 'look-ahead technique' that was introduced quite early and is a way of parallelism that is used at several levels and in different components of a computer today. Both data and instructions are very often accessed sequentially. Therefore, when accessing an element (instruction or data) at address k, an auto- matic access to address k+1 will bring the element to where it is needed before it is accessed and thus eliminates or reduces waiting time. -
Power4 Focuses on Memory Bandwidth IBM Confronts IA-64, Says ISA Not Important
VOLUME 13, NUMBER 13 OCTOBER 6,1999 MICROPROCESSOR REPORT THE INSIDERS’ GUIDE TO MICROPROCESSOR HARDWARE Power4 Focuses on Memory Bandwidth IBM Confronts IA-64, Says ISA Not Important by Keith Diefendorff company has decided to make a last-gasp effort to retain control of its high-end server silicon by throwing its consid- Not content to wrap sheet metal around erable financial and technical weight behind Power4. Intel microprocessors for its future server After investing this much effort in Power4, if IBM fails business, IBM is developing a processor it to deliver a server processor with compelling advantages hopes will fend off the IA-64 juggernaut. Speaking at this over the best IA-64 processors, it will be left with little alter- week’s Microprocessor Forum, chief architect Jim Kahle de- native but to capitulate. If Power4 fails, it will also be a clear scribed IBM’s monster 170-million-transistor Power4 chip, indication to Sun, Compaq, and others that are bucking which boasts two 64-bit 1-GHz five-issue superscalar cores, a IA-64, that the days of proprietary CPUs are numbered. But triple-level cache hierarchy, a 10-GByte/s main-memory IBM intends to resist mightily, and, based on what the com- interface, and a 45-GByte/s multiprocessor interface, as pany has disclosed about Power4 so far, it may just succeed. Figure 1 shows. Kahle said that IBM will see first silicon on Power4 in 1Q00, and systems will begin shipping in 2H01. Looking for Parallelism in All the Right Places With Power4, IBM is targeting the high-reliability servers No Holds Barred that will power future e-businesses. -
SIMD Extensions
SIMD Extensions PDF generated using the open source mwlib toolkit. See http://code.pediapress.com/ for more information. PDF generated at: Sat, 12 May 2012 17:14:46 UTC Contents Articles SIMD 1 MMX (instruction set) 6 3DNow! 8 Streaming SIMD Extensions 12 SSE2 16 SSE3 18 SSSE3 20 SSE4 22 SSE5 26 Advanced Vector Extensions 28 CVT16 instruction set 31 XOP instruction set 31 References Article Sources and Contributors 33 Image Sources, Licenses and Contributors 34 Article Licenses License 35 SIMD 1 SIMD Single instruction Multiple instruction Single data SISD MISD Multiple data SIMD MIMD Single instruction, multiple data (SIMD), is a class of parallel computers in Flynn's taxonomy. It describes computers with multiple processing elements that perform the same operation on multiple data simultaneously. Thus, such machines exploit data level parallelism. History The first use of SIMD instructions was in vector supercomputers of the early 1970s such as the CDC Star-100 and the Texas Instruments ASC, which could operate on a vector of data with a single instruction. Vector processing was especially popularized by Cray in the 1970s and 1980s. Vector-processing architectures are now considered separate from SIMD machines, based on the fact that vector machines processed the vectors one word at a time through pipelined processors (though still based on a single instruction), whereas modern SIMD machines process all elements of the vector simultaneously.[1] The first era of modern SIMD machines was characterized by massively parallel processing-style supercomputers such as the Thinking Machines CM-1 and CM-2. These machines had many limited-functionality processors that would work in parallel. -
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 -
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. -
Power1.Ps (Mpage)
Low Energy & Power Design Issues Low Power Design Problem • Processor trends Microprocessor Power • Circuit and Technology Issues (source ISSCC) 30 • Architectural optimizations • Low power µP research project 20 10 Power (Watt) 0 75 80 85 90 95 Year When supply voltage drops to 1Volt, then 100Watts = 100 Amps Slide 2 Portable devices Two Kinds of Computation Required • General purpose processing (what you have been Portable Functions studying so far) • Multimodal radio • Bursty - mostly idle with bursts of computation • Protocols, ECC, ... • Maximum possible throughput required during active • Voice I/O compression & periods decompression • Handwriting recognition • Signal processing (for multimedia, wireless Battery • Text/Graphics processing communications, etc.) (40+ lbs) • Video decompression • Stream based computation • Speech recognition • No advantage in increasing processing rate above • Java interpreter required for real-time requirements How to get 1 month of operation? Slide 3 Slide 4 Optimizing for Energy Consumption Switching Energy • Conventional General Purpose processors (e.g. Vdd Pentiums) • Performance is everything ... somehow we’ll get the Vin Vout power in and back out • 10-100 Watts, 100-1000 Mips = .01 Mips/mW CL • Energy Optimized but General Purpose • Keep the generality, but reduce the energy as much as 2 possible - e.g. StrongArm Energy/transition = CL * Vdd • .5 Watts, 160 Mips = .3 Mips/mW 2 Power = Energy/transition * f = CL * Vdd * f • Energy Optimized and Dedicated • 100 Mops/mW Slide 5 Slide 6 Low Power -
Chapter 1-Introduction to Microprocessors File
Chapter 1 Introduction to Microprocessors Expected Outcomes Explain the role of the CPU, memory and I/O device in a computer Distinguish between the microprocessor and microcontroller Differentiate various form of programming languages Compare between CISC vs RISC and Von Neumann vs Harvard architecture NMKNYFKEEUMP Introduction A microprocessor is an integrated circuit built on a tiny piece of silicon It contains thousands or even millions of transistors which are interconnected via superfine traces of aluminum The transistors work together to store and manipulate data so that the microprocessor can perform a wide variety of useful functions The particular functions a microprocessor perform are dictated by software The first microprocessor was the Intel 4004 (16-pin) introduced in 1971 containing 2300 transistors with 46 instruction sets Power8 processor, by contrast, contains 4.2 billion transistors NMKNYFKEEUMP Introduction Computer is an electronic machine that perform arithmetic operation and logic in response to instructions written Computer requires hardware and software to function Hardware is electronic circuit boards that provide functionality of the system such as power supply, cable, etc CPU – Central Processing Unit/Microprocessor Memory – store all programming and data Input/Output device – the flow of information Software is a programming that control the system operation and facilitate the computer usage Programming is a group of instructions that inform the computer to perform certain task NMKNYFKEEUMP Introduction Computer -
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.