Vmotion Between Apples and Oranges Understanding CPU
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07 Vectorization for Intel C++ & Fortran Compiler .Pdf
Vectorization for Intel® C++ & Fortran Compiler Presenter: Georg Zitzlsberger Date: 10-07-2015 1 Agenda • Introduction to SIMD for Intel® Architecture • Compiler & Vectorization • Validating Vectorization Success • Reasons for Vectorization Fails • Intel® Cilk™ Plus • Summary 2 Optimization Notice Copyright © 2015, Intel Corporation. All rights reserved. *Other names and brands may be claimed as the property of others. Vectorization • Single Instruction Multiple Data (SIMD): . Processing vector with a single operation . Provides data level parallelism (DLP) . Because of DLP more efficient than scalar processing • Vector: . Consists of more than one element . Elements are of same scalar data types (e.g. floats, integers, …) • Vector length (VL): Elements of the vector A B AAi i BBi i A B Ai i Bi i Scalar Vector Processing + Processing + C CCi i C Ci i VL 3 Optimization Notice Copyright © 2015, Intel Corporation. All rights reserved. *Other names and brands may be claimed as the property of others. Evolution of SIMD for Intel Processors Present & Future: Goal: Intel® MIC Architecture, 8x peak FLOPs (FMA) over 4 generations! Intel® AVX-512: • 512 bit Vectors • 2x FP/Load/FMA 4th Generation Intel® Core™ Processors Intel® AVX2 (256 bit): • 2x FMA peak Performance/Core • Gather Instructions 2nd Generation 3rd Generation Intel® Core™ Processors Intel® Core™ Processors Intel® AVX (256 bit): • Half-float support • 2x FP Throughput • Random Numbers • 2x Load Throughput Since 1999: Now & 2010 2012 2013 128 bit Vectors Future Time 4 Optimization Notice -
AMD Athlon™ Processor X86 Code Optimization Guide
AMD AthlonTM Processor x86 Code Optimization Guide © 2000 Advanced Micro Devices, Inc. All rights reserved. The contents of this document are provided in connection with Advanced Micro Devices, Inc. (“AMD”) products. AMD makes no representations or warranties with respect to the accuracy or completeness of the contents of this publication and reserves the right to make changes to specifications and product descriptions at any time without notice. No license, whether express, implied, arising by estoppel or otherwise, to any intellectual property rights is granted by this publication. Except as set forth in AMD’s Standard Terms and Conditions of Sale, AMD assumes no liability whatsoever, and disclaims any express or implied warranty, relating to its products including, but not limited to, the implied warranty of merchantability, fitness for a particular purpose, or infringement of any intellectual property right. AMD’s products are not designed, intended, authorized or warranted for use as components in systems intended for surgical implant into the body, or in other applications intended to support or sustain life, or in any other applica- tion in which the failure of AMD’s product could create a situation where per- sonal injury, death, or severe property or environmental damage may occur. AMD reserves the right to discontinue or make changes to its products at any time without notice. Trademarks AMD, the AMD logo, AMD Athlon, K6, 3DNow!, and combinations thereof, AMD-751, K86, and Super7 are trademarks, and AMD-K6 is a registered trademark of Advanced Micro Devices, Inc. Microsoft, Windows, and Windows NT are registered trademarks of Microsoft Corporation. -
Intel® Architecture Instruction Set Extensions and Future Features Programming Reference
Intel® Architecture Instruction Set Extensions and Future Features Programming Reference 319433-037 MAY 2019 Intel technologies features and benefits depend on system configuration and may require enabled hardware, software, or service activation. Learn more at intel.com, or from the OEM or retailer. No computer system can be absolutely secure. Intel does not assume any liability for lost or stolen data or systems or any damages resulting from such losses. You may not use or facilitate the use of this document in connection with any infringement or other legal analysis concerning Intel products described herein. You agree to grant Intel a non-exclusive, royalty-free license to any patent claim thereafter drafted which includes subject matter disclosed herein. No license (express or implied, by estoppel or otherwise) to any intellectual property rights is granted by this document. The products described may contain design defects or errors known as errata which may cause the product to deviate from published specifica- tions. Current characterized errata are available on request. This document contains information on products, services and/or processes in development. All information provided here is subject to change without notice. Intel does not guarantee the availability of these interfaces in any future product. Contact your Intel representative to obtain the latest Intel product specifications and roadmaps. Copies of documents which have an order number and are referenced in this document, or other Intel literature, may be obtained by calling 1- 800-548-4725, or by visiting http://www.intel.com/design/literature.htm. Intel, the Intel logo, Intel Deep Learning Boost, Intel DL Boost, Intel Atom, Intel Core, Intel SpeedStep, MMX, Pentium, VTune, and Xeon are trademarks of Intel Corporation in the U.S. -
Inside Intel® Core™ Microarchitecture Setting New Standards for Energy-Efficient Performance
White Paper Inside Intel® Core™ Microarchitecture Setting New Standards for Energy-Efficient Performance Ofri Wechsler Intel Fellow, Mobility Group Director, Mobility Microprocessor Architecture Intel Corporation White Paper Inside Intel®Core™ Microarchitecture Introduction Introduction 2 The Intel® Core™ microarchitecture is a new foundation for Intel®Core™ Microarchitecture Design Goals 3 Intel® architecture-based desktop, mobile, and mainstream server multi-core processors. This state-of-the-art multi-core optimized Delivering Energy-Efficient Performance 4 and power-efficient microarchitecture is designed to deliver Intel®Core™ Microarchitecture Innovations 5 increased performance and performance-per-watt—thus increasing Intel® Wide Dynamic Execution 6 overall energy efficiency. This new microarchitecture extends the energy efficient philosophy first delivered in Intel's mobile Intel® Intelligent Power Capability 8 microarchitecture found in the Intel® Pentium® M processor, and Intel® Advanced Smart Cache 8 greatly enhances it with many new and leading edge microar- Intel® Smart Memory Access 9 chitectural innovations as well as existing Intel NetBurst® microarchitecture features. What’s more, it incorporates many Intel® Advanced Digital Media Boost 10 new and significant innovations designed to optimize the Intel®Core™ Microarchitecture and Software 11 power, performance, and scalability of multi-core processors. Summary 12 The Intel Core microarchitecture shows Intel’s continued Learn More 12 innovation by delivering both greater energy efficiency Author Biographies 12 and compute capability required for the new workloads and usage models now making their way across computing. With its higher performance and low power, the new Intel Core microarchitecture will be the basis for many new solutions and form factors. In the home, these include higher performing, ultra-quiet, sleek and low-power computer designs, and new advances in more sophisticated, user-friendly entertainment systems. -
New Instruction Set Extensions
New Instruction Set Extensions Instruction Set Innovation in Intels Processor Code Named Haswell [email protected] Agenda • Introduction - Overview of ISA Extensions • Haswell New Instructions • New Instructions Overview • Intel® AVX2 (256-bit Integer Vectors) • Gather • FMA: Fused Multiply-Add • Bit Manipulation Instructions • TSX/HLE/RTM • Tools Support for New Instruction Set Extensions • Summary/References Copyright© 2012, Intel Corporation. All rights reserved. Partially Intel Confidential Information. 2 *Other brands and names are the property of their respective owners. Instruction Set Architecture (ISA) Extensions 199x MMX, CMOV, Multiple new instruction sets added to the initial 32bit instruction PAUSE, set of the Intel® 386 processor XCHG, … 1999 Intel® SSE 70 new instructions for 128-bit single-precision FP support 2001 Intel® SSE2 144 new instructions adding 128-bit integer and double-precision FP support 2004 Intel® SSE3 13 new 128-bit DSP-oriented math instructions and thread synchronization instructions 2006 Intel SSSE3 16 new 128-bit instructions including fixed-point multiply and horizontal instructions 2007 Intel® SSE4.1 47 new instructions improving media, imaging and 3D workloads 2008 Intel® SSE4.2 7 new instructions improving text processing and CRC 2010 Intel® AES-NI 7 new instructions to speedup AES 2011 Intel® AVX 256-bit FP support, non-destructive (3-operand) 2012 Ivy Bridge NI RNG, 16 Bit FP 2013 Haswell NI AVX2, TSX, FMA, Gather, Bit NI A long history of ISA Extensions ! Copyright© 2012, Intel Corporation. All rights reserved. Partially Intel Confidential Information. 3 *Other brands and names are the property of their respective owners. Instruction Set Architecture (ISA) Extensions • Why new instructions? • Higher absolute performance • More energy efficient performance • New application domains • Customer requests • Fill gaps left from earlier extensions • For a historical overview see http://en.wikipedia.org/wiki/X86_instruction_listings Copyright© 2012, Intel Corporation. -
Operating Guide
Operating Guide EPIA EN-Series Mini-ITX Mainboard January 18, 2012 Version 1.21 EPIA EN-Series Operating Guide Table of Contents Table of Contents ...................................................................................................................................................................................... i VIA EPIA EN-Series Overview.............................................................................................................................................................. 1 VIA EPIA EN-Series Layout .................................................................................................................................................................. 2 VIA EPIA EN-Series Specifications ...................................................................................................................................................... 3 VIA EPIA EN Processor SKUs .............................................................................................................................................................. 4 VIA CN700 Chipset Overview ............................................................................................................................................................... 5 VIA EPIA EN-Series I/O Back Panel Layout ...................................................................................................................................... 6 VIA EPIA EN-Series Layout Diagram & Mounting Holes .............................................................................................................. -
Microcode Revision Guidance August 31, 2019 MCU Recommendations
microcode revision guidance August 31, 2019 MCU Recommendations Section 1 – Planned microcode updates • Provides details on Intel microcode updates currently planned or available and corresponding to Intel-SA-00233 published June 18, 2019. • Changes from prior revision(s) will be highlighted in yellow. Section 2 – No planned microcode updates • Products for which Intel does not plan to release microcode updates. This includes products previously identified as such. LEGEND: Production Status: • Planned – Intel is planning on releasing a MCU at a future date. • Beta – Intel has released this production signed MCU under NDA for all customers to validate. • Production – Intel has completed all validation and is authorizing customers to use this MCU in a production environment. -
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 -
CPUID Handling for Guests
CPUID handling for guests Andrew Cooper Citrix XenServer Friday 26th August 2016 Andrew Cooper (Citrix XenServer) CPUID handling for guests Friday 26th August 2016 1 / 11 Return information about the processor I Identifying information (GenuineIntel, AuthenticAMD, etc) I Feature information (available instructions, MSRs, etc) I Topology information (sockets, cores, threads, caches, TLBs, etc) Unpriveleged I Useable by userspace I Doesn't trap to supervisor mode The CPUID instruction Introduced in 1993 I Takes input parameters in %eax and %ecx I Returns values in %eax, %ebx, %ecx and %edx Andrew Cooper (Citrix XenServer) CPUID handling for guests Friday 26th August 2016 2 / 11 Unpriveleged I Useable by userspace I Doesn't trap to supervisor mode The CPUID instruction Introduced in 1993 I Takes input parameters in %eax and %ecx I Returns values in %eax, %ebx, %ecx and %edx Return information about the processor I Identifying information (GenuineIntel, AuthenticAMD, etc) I Feature information (available instructions, MSRs, etc) I Topology information (sockets, cores, threads, caches, TLBs, etc) Andrew Cooper (Citrix XenServer) CPUID handling for guests Friday 26th August 2016 2 / 11 The CPUID instruction Introduced in 1993 I Takes input parameters in %eax and %ecx I Returns values in %eax, %ebx, %ecx and %edx Return information about the processor I Identifying information (GenuineIntel, AuthenticAMD, etc) I Feature information (available instructions, MSRs, etc) I Topology information (sockets, cores, threads, caches, TLBs, etc) Unpriveleged I Useable by userspace I Doesn't trap to supervisor mode Andrew Cooper (Citrix XenServer) CPUID handling for guests Friday 26th August 2016 2 / 11 Some kernels binary patch themselves (e.g. -
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. -
Amd Epyc 7351
SPEC CPU2017 Floating Point Rate Result spec Copyright 2017-2019 Standard Performance Evaluation Corporation Sugon SPECrate2017_fp_base = 176 Sugon A620-G30 (AMD EPYC 7351) SPECrate2017_fp_peak = 177 CPU2017 License: 9046 Test Date: Dec-2017 Test Sponsor: Sugon Hardware Availability: Dec-2017 Tested by: Sugon Software Availability: Aug-2017 Copies 0 30.0 60.0 90.0 120 150 180 210 240 270 300 330 360 390 420 450 480 510 560 64 550 503.bwaves_r 32 552 165 507.cactuBSSN_r 64 163 130 508.namd_r 64 142 64 141 510.parest_r 32 146 168 511.povray_r 64 175 64 121 519.lbm_r 32 124 64 192 521.wrf_r 32 161 190 526.blender_r 64 188 164 527.cam4_r 64 162 248 538.imagick_r 64 250 205 544.nab_r 64 205 64 160 549.fotonik3d_r 32 163 64 96.7 554.roms_r 32 103 SPECrate2017_fp_base (176) SPECrate2017_fp_peak (177) Hardware Software CPU Name: AMD EPYC 7351 OS: Red Hat Enterprise Linux Server 7.4 Max MHz.: 2900 kernel 3.10.0-693.2.2 Nominal: 2400 Enabled: 32 cores, 2 chips, 2 threads/core Compiler: C/C++: Version 1.0.0 of AOCC Orderable: 1,2 chips Fortran: Version 4.8.2 of GCC Cache L1: 64 KB I + 32 KB D on chip per core Parallel: No L2: 512 KB I+D on chip per core Firmware: American Megatrends Inc. BIOS Version 0WYSZ018 released Aug-2017 L3: 64 MB I+D on chip per chip, 8 MB shared / 2 cores File System: ext4 Other: None System State: Run level 3 (Multi User) Memory: 512 GB (16 x 32 GB 2Rx4 PC4-2667V-R, running at Base Pointers: 64-bit 2400) Peak Pointers: 32/64-bit Storage: 1 x 3000 GB SATA, 7200 RPM Other: None Other: None Page 1 Standard Performance Evaluation -
Evolution of Microprocessor Performance
EvolutionEvolution ofof MicroprocessorMicroprocessor PerformancePerformance So far we examined static & dynamic techniques to improve the performance of single-issue (scalar) pipelined CPU designs including: static & dynamic scheduling, static & dynamic branch predication. Even with these improvements, the restriction of issuing a single instruction per cycle still limits the ideal CPI = 1 Multiple Issue (CPI <1) Multi-cycle Pipelined T = I x CPI x C (single issue) Superscalar/VLIW/SMT Original (2002) Intel Predictions 1 GHz ? 15 GHz to ???? GHz IPC CPI > 10 1.1-10 0.5 - 1.1 .35 - .5 (?) Source: John P. Chen, Intel Labs We next examine the two approaches to achieve a CPI < 1 by issuing multiple instructions per cycle: 4th Edition: Chapter 2.6-2.8 (3rd Edition: Chapter 3.6, 3.7, 4.3 • Superscalar CPUs • Very Long Instruction Word (VLIW) CPUs. Single-issue Processor = Scalar Processor EECC551 - Shaaban Instructions Per Cycle (IPC) = 1/CPI EECC551 - Shaaban #1 lec # 6 Fall 2007 10-2-2007 ParallelismParallelism inin MicroprocessorMicroprocessor VLSIVLSI GenerationsGenerations Bit-level parallelism Instruction-level Thread-level (?) (TLP) 100,000,000 (ILP) Multiple micro-operations Superscalar /VLIW per cycle Simultaneous Single-issue CPI <1 u Multithreading SMT: (multi-cycle non-pipelined) Pipelined e.g. Intel’s Hyper-threading 10,000,000 CPI =1 u uuu u u Chip-Multiprocessors (CMPs) u Not Pipelined R10000 e.g IBM Power 4, 5 CPI >> 1 uuuuuuu u AMD Athlon64 X2 u uuuuu Intel Pentium D u uuuuuuuu u u 1,000,000 u uu uPentium u u uu i80386 u i80286