Run Anywhere. The Hardware Platform Perspective. Ben Pollan, AMD Java Labs October 28, 2008
|
|
- Avis O’Connor’
- 6 years ago
- Views:
Transcription
1 Run Anywhere The Hardware Platform Perspective Ben Pollan, AMD Java Labs October 28, 2008
2 Agenda Java Labs Introduction Community Collaboration Performance Optimization Recommendations Leveraging the Latest Hardware Improvements 2 Run Anywhere: The Hardware Platform Perspective October 28, 2008
3 AMD Java Labs Dedicated AMD Java Labs organization supports Java development community through 3 Run Anywhere: The Hardware Platform Perspective October 28, 2008
4 AMD and Java Relationship Java Platform Performance Trends on x64 SPECjbb2005 on AMD Barcelona processor Data obtained from Sun Microsystems. Results not verified by AMD. 4 Run Anywhere: The Hardware Platform Perspective October 28, 2008
5 Community Collaboration 5 Run Anywhere: The Hardware Platform Perspective October 28, 2008
6 Contribution Areas Open Source OpenJDK: contributing performance enhancements CodeSleuth: Java profiling plug-in for Eclipse, released as open source project on sourceforge.net Collaboration with proprietary JVM vendors Performance optimizations to leverage hardware features 6 Run Anywhere: The Hardware Platform Perspective October 28, 2008
7 Pursuing Optimizations For: More efficient use of hardware features Instruction selection Convert integer to double, float to double, shift by constants Improve cache efficiency Hashmap: common case usage improvements BigDecimal: class size reductions Field reordering / removal Improved performance / profiling data JVMTI: allow tools to track JITed method inlining Performance data via Instruction Based Sampling 7 Run Anywhere: The Hardware Platform Perspective October 28, 2008
8 Hashmap Optimization Hashmap.get Leading cause of cache misses Statistics showed common use pattern Hashmap.put(int i, object); // where i < # elements Hashmap.get(int i); Solution For this case, implement hashing functions and buckets as an array lookup Touches less memory, causing fewer cache misses 8 Run Anywhere: The Hardware Platform Perspective October 28, 2008
9 JVMTI Method Inlining Information Method address to source code mapping is a common performance analysis task Memory location->jited code->bytecode->source code JVMTI s CompiledMethodLoad callback returns information to assist with this mapping Broken does not provide information for inlined methods OpenJDK extended to make inlining information available via JVMTI Tools writers can use this to produce better mapping Within JVMTI specification (existing void pointer) 9 Run Anywhere: The Hardware Platform Perspective October 28, 2008
10 Performance Optimization Recommendations 10 Run Anywhere: The Hardware Platform Perspective October 28, 2008
11 Configuration Options - NUMA Processors have their own local memory, which is less costly to access If running multiple JVMs per system, pin individual JVMs to a processor Windows: start /affinity xx java where xx is a mask specifying the cores the process will run on Linux: numactl --cpunodebind=processor_num --membind=processor_num java 11 Run Anywhere: The Hardware Platform Perspective October 28, 2008
12 Configuration Options NUMA (cont.) If running single JVM per system Try node interleaved memory setting in BIOS For Sun Solaris JVM, use XX+UseNUMA For IBM on Linux, heap automatically interleaved Don t do interleave both (cancels each other out) 12 Run Anywhere: The Hardware Platform Perspective October 28, 2008
13 Configuration Options Page Size Page table maintains virtual to physical address mappings Translation Lookaside Buffer (TLB) maintains cache of these With small page sizes, # of mappings can exceed cache size, leading to (slower) page table access For large (2M) page size system configuration instructions, see article in AMD Java Zone: Supersizing Java, parts 1 and 2 For those with even larger requirements, 1G Page support submitted soon for OpenJDK Only Solaris supports this for now Working with Linux distributions for support 13 Run Anywhere: The Hardware Platform Perspective October 28, 2008
14 Configuration Options Page Size (cont.) Sun: -XX:+UseLargePages -XX:LargePagesSizeInBytes=n (n=2m or 1G) Oracle: Determines if Large Pages are enabled in the system, then enables their support in JVM IBM: -Xlp 14 Run Anywhere: The Hardware Platform Perspective October 28, 2008
15 Configuration Options Compressed References For 64-bit OS and 64-bit JVM, object references stored on the heap are 64-bits Compressed references limit references to 32-bits, using fewer heap resources To use, your memory requirements must be lower than: IBM: 25GB Oracle: 4GB Sun: 32GB To enable: IBM: -Xcompressedrefs Oracle: -XXcompressedRefs Sun: -XX:+UseCompressedOops 15 Run Anywhere: The Hardware Platform Perspective October 28, 2008
16 Configuration Options - IBM -Xtlhprefetch Causes newly allocated area on the heap to be prefetched with PREFETCHNTA Prevents L2 processor cache from being polluted, because when objects are removed from L1, they aren t moved to L2 Good to use when you have many short-lived objects 16 Run Anywhere: The Hardware Platform Perspective October 28, 2008
17 Leveraging the Latest Hardware Improvements 17 Run Anywhere: The Hardware Platform Perspective October 28, 2008
18 AMD Hardware Advances Increase in cores per processor Balance workload between GPU and CPU Instruction-based sampling (IBS) Rich set of processor event data Precisely associates event data with the instructions that cause the event JVMs can use this data to make dynamic optimization decisions Lightweight Profiling (LWP) Specification Enable code to make dynamic decisions about how to improve performance Suggestions welcome: 18 Run Anywhere: The Hardware Platform Perspective October 28, 2008
19 AMD Hardware Advances Advanced Synchronization Facility (ASF) Experimental AMD64 extension Lighter weight locking mechanism Instruction optimizations With each processor release 19 Run Anywhere: The Hardware Platform Perspective October 28, 2008
20 Taking Advantage of Hardware Features Upgrade to the latest JVMs Many benefits you will get for free Instruction optimizations Profiling information, feedback Use the Java Concurrency Classes ParallelArray (JDK7) will take advantage of work that will leverage multiple cores 20 Run Anywhere: The Hardware Platform Perspective October 28, 2008
21 More Information at AMD Developer Central Detailed technical articles Documentation, tutorials, and guides Featuring tips to help optimize software for AMD Barcelona processors AMD-optimized build tools (Compilers, JITs) Performance analysis tools (AMD CodeAnalyst TM software) Performance libraries AMD Core Math Library (ACML) and Framewave (open source) Inside look at AMD s vision Community discussions Subscribe to our free newsletter: developer.amd.com 21 Run Anywhere: The Hardware Platform Perspective October 28, 2008
22 Java Zone on AMD Developer Central 22 Run Anywhere: The Hardware Platform Perspective October 28, 2008
23 Disclaimer The information presented in this document is for informational purposes only and may contain technical inaccuracies, omissions and typographical errors. The information contained herein is subject to change and may be rendered inaccurate for many reasons, including but not limited to product and roadmap changes, component and motherboard version changes, new model and/or product releases, product differences between differing manufacturers, software changes, BIOS flashes, firmware upgrades, or the like. AMD assumes no obligation to update or otherwise correct or revise this information. However, AMD reserves the right to revise this information and to make changes from time to time to the content hereof without obligation of AMD to notify any person of such revisions or changes. AMD MAKES NO REPRESENTATIONS OR WARRANTIES WITH RESPECT TO THE CONTENTS HEREOF AND ASSUMES NO RESPONSIBILITY FOR ANY INACCURACIES, ERRORS OR OMISSIONS THAT MAY APPEAR IN THIS INFORMATION. AMD SPECIFICALLY DISCLAIMS ANY IMPLIED WARRANTIES OF MERCHANTABILITY OR FITNESS FOR ANY PARTICULAR PURPOSE. IN NO EVENT WILL AMD BE LIABLE TO ANY PERSON FOR ANY DIRECT, INDIRECT, SPECIAL OR OTHER CONSEQUENTIAL DAMAGES ARISING FROM THE USE OF ANY INFORMATION CONTAINED HEREIN, EVEN IF AMD IS EXPRESSLY ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. Trademark Attribution AMD, the AMD Arrow logo, and combinations thereof are trademarks of Advanced Micro Devices, Inc. SPECjbb is a registered trademark of Standard Performance Evaluation Corporation (SPEC). Other names are for informational purposes only and may be trademarks of their respective owners Advanced Micro Devices, Inc. All rights reserved. 23 Run Anywhere: The Hardware Platform Perspective October 28, 2008
Multi-core processors are here, but how do you resolve data bottlenecks in native code?
Multi-core processors are here, but how do you resolve data bottlenecks in native code? hint: it s all about locality Michael Wall October, 2008 part I of II: System memory 2 PDC 2008 October 2008 Session
More informationINTRODUCTION TO OPENCL TM A Beginner s Tutorial. Udeepta Bordoloi AMD
INTRODUCTION TO OPENCL TM A Beginner s Tutorial Udeepta Bordoloi AMD IT S A HETEROGENEOUS WORLD Heterogeneous computing The new normal CPU Many CPU s 2, 4, 8, Very many GPU processing elements 100 s Different
More informationSIMULATOR AMD RESEARCH JUNE 14, 2015
AMD'S gem5apu SIMULATOR AMD RESEARCH JUNE 14, 2015 OVERVIEW Introducing AMD s gem5 APU Simulator Extends gem5 with a GPU timing model Supports Heterogeneous System Architecture in SE mode Includes several
More informationCAUTIONARY STATEMENT This presentation contains forward-looking statements concerning Advanced Micro Devices, Inc. (AMD) including, but not limited to the features, functionality, availability, timing,
More informationAMD IOMMU VERSION 2 How KVM will use it. Jörg Rödel August 16th, 2011
AMD IOMMU VERSION 2 How KVM will use it Jörg Rödel August 16th, 2011 AMD IOMMU VERSION 2 WHAT S NEW? 2 AMD IOMMU Version 2 Support in KVM August 16th, 2011 Public NEW FEATURES - OVERVIEW Two-level page
More informationADVANCED RENDERING EFFECTS USING OPENCL TM AND APU Session Olivier Zegdoun AMD Sr. Software Engineer
ADVANCED RENDERING EFFECTS USING OPENCL TM AND APU Session 2117 Olivier Zegdoun AMD Sr. Software Engineer CONTENTS Rendering Effects Before Fusion: single discrete GPU case Before Fusion: multiple discrete
More informationOPENCL TM APPLICATION ANALYSIS AND OPTIMIZATION MADE EASY WITH AMD APP PROFILER AND KERNELANALYZER
OPENCL TM APPLICATION ANALYSIS AND OPTIMIZATION MADE EASY WITH AMD APP PROFILER AND KERNELANALYZER Budirijanto Purnomo AMD Technical Lead, GPU Compute Tools PRESENTATION OVERVIEW Motivation AMD APP Profiler
More informationAMD APU and Processor Comparisons. AMD Client Desktop Feb 2013 AMD
AMD APU and Processor Comparisons AMD Client Desktop Feb 2013 AMD SUMMARY 3DMark released Feb 4, 2013 Contains DirectX 9, DirectX 10, and DirectX 11 tests AMD s current product stack features DirectX 11
More informationPanel Discussion: The Future of I/O From a CPU Architecture Perspective
Panel Discussion: The Future of I/O From a CPU Architecture Perspective Brad Benton AMD, Inc. #OFADevWorkshop Issues Move to Exascale involves more parallel processing across more processing elements GPUs,
More informationAMD S X86 OPEN64 COMPILER. Michael Lai AMD
AMD S X86 OPEN64 COMPILER Michael Lai AMD CONTENTS Brief History AMD and Open64 Compiler Overview Major Components of Compiler Important Optimizations Recent Releases Performance Applications and Libraries
More informationAMD Graphics Team Last Updated February 11, 2013 APPROVED FOR PUBLIC DISTRIBUTION. 1 3DMark Overview February 2013 Approved for public distribution
AMD Graphics Team Last Updated February 11, 2013 APPROVED FOR PUBLIC DISTRIBUTION 1 3DMark Overview February 2013 Approved for public distribution 2 3DMark Overview February 2013 Approved for public distribution
More informationAMD ACCELERATING TECHNOLOGIES FOR EXASCALE COMPUTING FELLOW 3 OCTOBER 2016
AMD ACCELERATING TECHNOLOGIES FOR EXASCALE COMPUTING BILL.BRANTLEY@AMD.COM, FELLOW 3 OCTOBER 2016 AMD S VISION FOR EXASCALE COMPUTING EMBRACING HETEROGENEITY CHAMPIONING OPEN SOLUTIONS ENABLING LEADERSHIP
More informationMaximizing Six-Core AMD Opteron Processor Performance with RHEL
Maximizing Six-Core AMD Opteron Processor Performance with RHEL Bhavna Sarathy Red Hat Technical Lead, AMD Sanjay Rao Senior Software Engineer, Red Hat Sept 4, 2009 1 Agenda Six-Core AMD Opteron processor
More informationAMD RYZEN PROCESSOR WITH RADEON VEGA GRAPHICS CORPORATE BRAND GUIDELINES
AMD RYZEN PROCESSOR WITH RADEON VEGA GRAPHICS CORPORATE BRAND GUIDELINES VERSION 1 - FEBRUARY 2018 CONTACT Address Advanced Micro Devices, Inc 7171 Southwest Pkwy Austin, Texas 78735 United States Phone
More informationHeterogeneous Computing
Heterogeneous Computing Featured Speaker Ben Sander Senior Fellow Advanced Micro Devices (AMD) DR. DOBB S: GPU AND CPU PROGRAMMING WITH HETEROGENEOUS SYSTEM ARCHITECTURE Ben Sander AMD Senior Fellow APU:
More informationCAUTIONARY STATEMENT This presentation contains forward-looking statements concerning Advanced Micro Devices, Inc. (AMD) including, but not limited to
CAUTIONARY STATEMENT This presentation contains forward-looking statements concerning Advanced Micro Devices, Inc. (AMD) including, but not limited to AMD s positioning in the datacenter market; expected
More informationEFFICIENT SPARSE MATRIX-VECTOR MULTIPLICATION ON GPUS USING THE CSR STORAGE FORMAT
EFFICIENT SPARSE MATRIX-VECTOR MULTIPLICATION ON GPUS USING THE CSR STORAGE FORMAT JOSEPH L. GREATHOUSE, MAYANK DAGA AMD RESEARCH 11/20/2014 THIS TALK IN ONE SLIDE Demonstrate how to save space and time
More informationSOLUTION TO SHADER RECOMPILES IN RADEONSI SEPTEMBER 2015
SOLUTION TO SHADER RECOMPILES IN RADEONSI SEPTEMBER 2015 PROBLEM Shaders are compiled in draw calls Emulating certain features in shaders Drivers keep shaders in some intermediate representation And insert
More informationHyperTransport Technology
HyperTransport Technology in 2009 and Beyond Mike Uhler VP, Accelerated Computing, AMD President, HyperTransport Consortium February 11, 2009 Agenda AMD Roadmap Update Torrenza, Fusion, Stream Computing
More informationAMD Graphics Team Last Updated April 29, 2013 APPROVED FOR PUBLIC DISTRIBUTION. 1 3DMark Overview April 2013 Approved for public distribution
AMD Graphics Team Last Updated April 29, 2013 APPROVED FOR PUBLIC DISTRIBUTION 1 3DMark Overview April 2013 Approved for public distribution 2 3DMark Overview April 2013 Approved for public distribution
More informationROCm: An open platform for GPU computing exploration
UCX-ROCm: ROCm Integration into UCX {Khaled Hamidouche, Brad Benton}@AMD Research ROCm: An open platform for GPU computing exploration 1 JUNE, 2018 ISC ROCm Software Platform An Open Source foundation
More informationKVM CPU MODEL IN SYSCALL EMULATION MODE ALEXANDRU DUTU, JOHN SLICE JUNE 14, 2015
KVM CPU MODEL IN SYSCALL EMULATION MODE ALEXANDRU DUTU, JOHN SLICE JUNE 14, 2015 AGENDA Background & Motivation Challenges Native Page Tables Emulating the OS Kernel 2 KVM CPU MODEL IN SYSCALL EMULATION
More informationDesigning Natural Interfaces
Designing Natural Interfaces So what? Computers are everywhere C.T.D.L.L.C. Computers that don t look like computers. Computers that don t look like Computers Computers that don t look like Computers
More informationCAUTIONARY STATEMENT This presentation contains forward-looking statements concerning Advanced Micro Devices, Inc. (AMD) including, but not limited to
CAUTIONARY STATEMENT This presentation contains forward-looking statements concerning Advanced Micro Devices, Inc. (AMD) including, but not limited to AMD s strategy and focus, expected datacenter total
More informationGeneric System Calls for GPUs
Generic System Calls for GPUs Ján Veselý*, Arkaprava Basu, Abhishek Bhattacharjee*, Gabriel H. Loh, Mark Oskin, Steven K. Reinhardt *Rutgers University, Indian Institute of Science, Advanced Micro Devices
More informationAMD CORPORATE TEMPLATE AMD Radeon Open Compute Platform Felix Kuehling
AMD Radeon Open Compute Platform Felix Kuehling ROCM PLATFORM ON LINUX Compiler Front End AMDGPU Driver Enabled with ROCm GCN Assembly Device LLVM Compiler (GCN) LLVM Opt Passes GCN Target Host LLVM Compiler
More informationThe mobile computing evolution. The Griffin architecture. Memory enhancements. Power management. Thermal management
Next-Generation Mobile Computing: Balancing Performance and Power Efficiency HOT CHIPS 19 Jonathan Owen, AMD Agenda The mobile computing evolution The Griffin architecture Memory enhancements Power management
More informationHETEROGENEOUS SYSTEM ARCHITECTURE: PLATFORM FOR THE FUTURE
HETEROGENEOUS SYSTEM ARCHITECTURE: PLATFORM FOR THE FUTURE Haibo Xie, Ph.D. Chief HSA Evangelist AMD China OUTLINE: The Challenges with Computing Today Introducing Heterogeneous System Architecture (HSA)
More informationThe Rise of Open Programming Frameworks. JC BARATAULT IWOCL May 2015
The Rise of Open Programming Frameworks JC BARATAULT IWOCL May 2015 1,000+ OpenCL projects SourceForge GitHub Google Code BitBucket 2 TUM.3D Virtual Wind Tunnel 10K C++ lines of code, 30 GPU kernels CUDA
More informationRegMutex: Inter-Warp GPU Register Time-Sharing
RegMutex: Inter-Warp GPU Register Time-Sharing Farzad Khorasani* Hodjat Asghari Esfeden Amin Farmahini-Farahani Nuwan Jayasena Vivek Sarkar *farkhor@gatech.edu The 45 th International Symposium on Computer
More informationCAUTIONARY STATEMENT 1 AMD NEXT HORIZON NOVEMBER 6, 2018
CAUTIONARY STATEMENT This presentation contains forward-looking statements concerning Advanced Micro Devices, Inc. (AMD) including, but not limited to AMD s positioning in the datacenter market; expected
More informationSequential Consistency for Heterogeneous-Race-Free
Sequential Consistency for Heterogeneous-Race-Free DEREK R. HOWER, BRADFORD M. BECKMANN, BENEDICT R. GASTER, BLAKE A. HECHTMAN, MARK D. HILL, STEVEN K. REINHARDT, DAVID A. WOOD JUNE 12, 2013 EXECUTIVE
More informationAMD EPYC CORPORATE BRAND GUIDELINES
AMD EPYC CORPORATE BRAND GUIDELINES VERSION 1 MAY 2017 CONTACT Address Advanced Micro Devices, Inc 7171 Southwest Pkwy Austin, Texas 78735 United States Phone 1-512-602-1000 Online Email: Brand.Team@amd.com
More informationFUSION PROCESSORS AND HPC
FUSION PROCESSORS AND HPC Chuck Moore AMD Corporate Fellow & Technology Group CTO June 14, 2011 Fusion Processors and HPC Today: Multi-socket x86 CMPs + optional dgpu + high BW memory Fusion APUs (SPFP)
More informationGPGPU COMPUTE ON AMD. Udeepta Bordoloi April 6, 2011
GPGPU COMPUTE ON AMD Udeepta Bordoloi April 6, 2011 WHY USE GPU COMPUTE CPU: scalar processing + Latency + Optimized for sequential and branching algorithms + Runs existing applications very well - Throughput
More informationUnderstanding GPGPU Vector Register File Usage
Understanding GPGPU Vector Register File Usage Mark Wyse AMD Research, Advanced Micro Devices, Inc. Paul G. Allen School of Computer Science & Engineering, University of Washington AGENDA GPU Architecture
More information3D Numerical Analysis of Two-Phase Immersion Cooling for Electronic Components
3D Numerical Analysis of Two-Phase Immersion Cooling for Electronic Components Xudong An, Manish Arora, Wei Huang, William C. Brantley, Joseph L. Greathouse AMD Research Advanced Micro Devices, Inc. MOTIVATION
More informationUse cases. Faces tagging in photo and video, enabling: sharing media editing automatic media mashuping entertaining Augmented reality Games
Viewdle Inc. 1 Use cases Faces tagging in photo and video, enabling: sharing media editing automatic media mashuping entertaining Augmented reality Games 2 Why OpenCL matter? OpenCL is going to bring such
More informationINTERFERENCE FROM GPU SYSTEM SERVICE REQUESTS
INTERFERENCE FROM GPU SYSTEM SERVICE REQUESTS ARKAPRAVA BASU, JOSEPH L. GREATHOUSE, GURU VENKATARAMANI, JÁN VESELÝ AMD RESEARCH, ADVANCED MICRO DEVICES, INC. MODERN SYSTEMS ARE POWERED BY HETEROGENEITY
More informationSTREAMING VIDEO DATA INTO 3D APPLICATIONS Session Christopher Mayer AMD Sr. Software Engineer
STREAMING VIDEO DATA INTO 3D APPLICATIONS Session 2116 Christopher Mayer AMD Sr. Software Engineer CONTENT Introduction Pinned Memory Streaming Video Data How does the APU change the game 3 Streaming Video
More informationviewdle! - machine vision experts
viewdle! - machine vision experts topic using algorithmic metadata creation and heterogeneous computing to build the personal content management system of the future Page 2 Page 3 video of basic recognition
More informationAMD HD3D Technology. Setup Guide. 1 AMD HD3D TECHNOLOGY: Setup Guide
AMD HD3D Technology Setup Guide 1 AMD HD3D TECHNOLOGY: Setup Guide Contents AMD HD3D Technology... 3 Frame Sequential Displays... 4 Supported 3D Display Hardware... 5 AMD Display Drivers... 5 Configuration
More informationFLASH MEMORY SUMMIT Adoption of Caching & Hybrid Solutions
FLASH MEMORY SUMMIT 2011 Adoption of Caching & Hybrid Solutions Market Overview 2009 Flash production reached parity with all other existing solid state memories in terms of bites. 2010 Overall flash production
More informationAutomatic Intra-Application Load Balancing for Heterogeneous Systems
Automatic Intra-Application Load Balancing for Heterogeneous Systems Michael Boyer, Shuai Che, and Kevin Skadron Department of Computer Science University of Virginia Jayanth Gummaraju and Nuwan Jayasena
More informationLIQUIDVR TODAY AND TOMORROW GUENNADI RIGUER, SOFTWARE ARCHITECT
LIQUIDVR TODAY AND TOMORROW GUENNADI RIGUER, SOFTWARE ARCHITECT Bootstrapping the industry for better VR experience Complimentary to HMD SDKs It s all about giving developers the tools they want! AMD LIQUIDVR
More informationAccelerating Applications. the art of maximum performance computing James Spooner Maxeler VP of Acceleration
Accelerating Applications the art of maximum performance computing James Spooner Maxeler VP of Acceleration Introduction The Process The Tools Case Studies Summary What do we mean by acceleration? How
More informationVulkan (including Vulkan Fast Paths)
Vulkan (including Vulkan Fast Paths) Łukasz Migas Software Development Engineer WS Graphics Let s talk about OpenGL (a bit) History 1.0-1992 1.3-2001 multitexturing 1.5-2003 vertex buffer object 2.0-2004
More informationNEXT-GENERATION MATRIX 3D IMMERSIVE USER INTERFACE [ M3D-IUI ] H Raghavendra Swamy AMD Senior Software Engineer
NEXT-GENERATION MATRIX 3D IMMERSIVE USER INTERFACE [ M3D-IUI ] H Raghavendra Swamy AMD Senior Software Engineer SESSION AGENDA Quick Keywords Abstract and Scope Introduction Current User Interface [ UI
More informationHPCA 18. Reliability-aware Data Placement for Heterogeneous memory Architecture
HPCA 18 Reliability-aware Data Placement for Heterogeneous memory Architecture Manish Gupta Ψ, Vilas Sridharan*, David Roberts*, Andreas Prodromou Ψ, Ashish Venkat Ψ, Dean Tullsen Ψ, Rajesh Gupta Ψ Ψ *
More informationDesktop Telepresence Arrived! Sudha Valluru ViVu CEO
Desktop Telepresence Arrived! Sudha Valluru ViVu CEO 3 Desktop Telepresence Arrived! Video Collaboration market Telepresence Telepresence Cost Expensive Expensive HW HW Legacy Apps Interactivity ViVu CONFIDENTIAL
More informationMEASURING AND MODELING ON-CHIP INTERCONNECT POWER ON REAL HARDWARE
MEASURING AND MODELING ON-CHIP INTERCONNECT POWER ON REAL HARDWARE VIGNESH ADHINARAYANAN, INDRANI PAUL, JOSEPH L. GREATHOUSE, WEI HUANG, ASHUTOSH PATTNAIK, WU-CHUN FENG POWER AND ENERGY ARE FIRST-CLASS
More informationThe Road to the AMD. Fiji GPU. Featuring Die Stacking and HBM Technology 1 THE ROAD TO THE AMD FIJI GPU ECTC 2016 MAY 2015
The Road to the AMD Fiji GPU Featuring Die Stacking and HBM Technology 1 THE ROAD TO THE AMD FIJI GPU ECTC 2016 MAY 2015 Fiji Chip DETAILED LOOK 4GB High-Bandwidth Memory 4096-bit wide interface 512 GB/s
More informationHPG 2011 HIGH PERFORMANCE GRAPHICS HOT 3D
HPG 2011 HIGH PERFORMANCE GRAPHICS HOT 3D AMD GRAPHIC CORE NEXT Low Power High Performance Graphics & Parallel Compute Michael Mantor AMD Senior Fellow Architect Michael.mantor@amd.com Mike Houston AMD
More informationHIGHLY PARALLEL COMPUTING IN PHYSICS-BASED RENDERING OpenCL Raytracing Based. Thibaut PRADOS OPTIS Real-Time & Virtual Reality Manager
HIGHLY PARALLEL COMPUTING IN PHYSICS-BASED RENDERING OpenCL Raytracing Based Thibaut PRADOS OPTIS Real-Time & Virtual Reality Manager INTRODUCTION WHO WE ARE 3 Highly Parallel Computing in Physics-based
More informationGestural and Cinematic Interfaces - DX11. David Brebner Unlimited Realities CTO
Gestural and Cinematic Interfaces - DX11 David Brebner Unlimited Realities CTO Gestural and Cinematic Interfaces DX11 Making an emotional connection with users 3 Unlimited Realities / Fingertapps About
More informationACCELERATING MATRIX PROCESSING WITH GPUs. Nicholas Malaya, Shuai Che, Joseph Greathouse, Rene van Oostrum, and Michael Schulte AMD Research
ACCELERATING MATRIX PROCESSING WITH GPUs Nicholas Malaya, Shuai Che, Joseph Greathouse, Rene van Oostrum, and Michael Schulte AMD Research ACCELERATING MATRIX PROCESSING WITH GPUS MOTIVATION Matrix operations
More informationDR. LISA SU
CAUTIONARY STATEMENT This presentation contains forward-looking statements concerning Advanced Micro Devices, Inc. (AMD) including, but not limited to AMD s strategy and focus, expected datacenter total
More informationEXPLOITING ACCELERATOR-BASED HPC FOR ARMY APPLICATIONS
EXPLOITING ACCELERATOR-BASED HPC FOR ARMY APPLICATIONS James Ross High Performance Technologies, Inc (HPTi) Computational Scientist Edward Carmack David Richie Song Park, Brian Henz and Dale Shires HPTi
More informationAMD SEV Update Linux Security Summit David Kaplan, Security Architect
AMD SEV Update Linux Security Summit 2018 David Kaplan, Security Architect WHY NOT TRUST THE HYPERVISOR? Guest Perspective o Hypervisor is code I don t control o I can t tell if the hypervisor is compromised
More informationTHE PROGRAMMER S GUIDE TO THE APU GALAXY. Phil Rogers, Corporate Fellow AMD
THE PROGRAMMER S GUIDE TO THE APU GALAXY Phil Rogers, Corporate Fellow AMD THE OPPORTUNITY WE ARE SEIZING Make the unprecedented processing capability of the APU as accessible to programmers as the CPU
More informationclarmor: A DYNAMIC BUFFER OVERFLOW DETECTOR FOR OPENCL KERNELS CHRIS ERB, JOE GREATHOUSE, MAY 16, 2018
clarmor: A DYNAMIC BUFFER OVERFLOW DETECTOR FOR OPENCL KERNELS CHRIS ERB, JOE GREATHOUSE, MAY 16, 2018 ANECDOTE DISCOVERING A BUFFER OVERFLOW CPU GPU MEMORY MEMORY Data Data Data Data Data 2 clarmor: A
More informationPattern-based analytics to estimate and track yield risk of designs down to 7nm
DAC 2017 Pattern-based analytics to estimate and track yield risk of designs down to 7nm JASON CAIN, MOUTAZ FAKHRY (AMD) PIYUSH PATHAK, JASON SWEIS, PHILIPPE HURAT, YA-CHIEH LAI (CADENCE) INTRODUCTION
More informationAMD Radeon ProRender plug-in for Unreal Engine. Installation Guide
AMD Radeon ProRender plug-in for Unreal Engine Installation Guide This document is a guide on how to install and configure AMD Radeon ProRender plug-in for Unreal Engine. DISCLAIMER The information contained
More information1 HiPEAC January, 2012 Public TASKS, FUTURES AND ASYNCHRONOUS PROGRAMMING
1 HiPEAC January, 2012 Public TASKS, FUTURES AND ASYNCHRONOUS PROGRAMMING TASK-PARALLELISM OpenCL, CUDA, OpenMP (traditionally) and the like are largely data-parallel models Their core unit of parallelism
More informationAMD AIB Partner Guidelines. Version February, 2015
AMD AIB Partner Guidelines Version 1.0 - February, 2015 The Purpose of This Document These guidelines provide direction for our Add-in-Board (AIB) partners and customers to market the benefits of AMD products
More informationD3D12 & Vulkan: Lessons learned. Dr. Matthäus G. Chajdas Developer Technology Engineer, AMD
D3D12 & Vulkan: Lessons learned Dr. Matthäus G. Chajdas Developer Technology Engineer, AMD D3D12 What s new? DXIL DXGI & UWP updates Root Signature 1.1 Shader cache GPU validation PIX D3D12 / DXIL DXBC
More informationMIGRATION OF LEGACY APPLICATIONS TO HETEROGENEOUS ARCHITECTURES Francois Bodin, CTO, CAPS Entreprise. June 2011
MIGRATION OF LEGACY APPLICATIONS TO HETEROGENEOUS ARCHITECTURES Francois Bodin, CTO, CAPS Entreprise June 2011 FREE LUNCH IS OVER, CODES HAVE TO MIGRATE! Many existing legacy codes needs to migrate to
More informationPROTECTING VM REGISTER STATE WITH AMD SEV-ES DAVID KAPLAN LSS 2017
PROTECTING VM REGISTER STATE WITH AMD SEV-ES DAVID KAPLAN LSS 2017 BACKGROUND-- HARDWARE MEMORY ENCRYPTION AMD Secure Memory Encryption (SME) / AMD Secure Encrypted Virtualization (SEV) Hardware AES engine
More informationAMD RYZEN CORPORATE BRAND GUIDELINES
AMD RYZEN CORPORATE BRAND GUIDELINES VERSION 4 - JULY 2017 CONTACT Address Advanced Micro Devices, Inc 7171 Southwest Pkwy Austin, Texas 78735 United States Phone Phone: 1-512-602-1000 Online Email: Brand.Team@amd.com
More informationBIOMEDICAL DATA ANALYSIS ON HETEROGENEOUS PLATFORM. Dong Ping Zhang Heterogeneous System Architecture AMD
BIOMEDICAL DATA ANALYSIS ON HETEROGENEOUS PLATFORM Dong Ping Zhang Heterogeneous System Architecture AMD VASCULATURE ENHANCEMENT 3 Biomedical data analysis on heterogeneous platform June, 2012 EXAMPLE:
More informationCilk Plus: Multicore extensions for C and C++
Cilk Plus: Multicore extensions for C and C++ Matteo Frigo 1 June 6, 2011 1 Some slides courtesy of Prof. Charles E. Leiserson of MIT. Intel R Cilk TM Plus What is it? C/C++ language extensions supporting
More informationSCALING DGEMM TO MULTIPLE CAYMAN GPUS AND INTERLAGOS MANY-CORE CPUS FOR HPL
SCALING DGEMM TO MULTIPLE CAYMAN GPUS AND INTERLAGOS MANY-CORE CPUS FOR HPL Matthias Bach and David Rohr Frankfurt Institute for Advanced Studies Goethe University of Frankfurt I: INTRODUCTION 3 Scaling
More information1 Presentation Title Month ##, 2012
1 Presentation Title Month ##, 2012 Malloc in OpenCL kernels Why and how? Roy Spliet Bsc. (r.spliet@student.tudelft.nl) Delft University of Technology Student Msc. Dr. A.L. Varbanescu Prof. Dr. Ir. H.J.
More informationMicrosoft Windows 2016 Mellanox 100GbE NIC Tuning Guide
Microsoft Windows 2016 Mellanox 100GbE NIC Tuning Guide Publication # 56288 Revision: 1.00 Issue Date: June 2018 2018 Advanced Micro Devices, Inc. All rights reserved. The information contained herein
More informationFusion Enabled Image Processing
Fusion Enabled Image Processing I Jui (Ray) Sung, Mattieu Delahaye, Isaac Gelado, Curtis Davis MCW Strengths Complete Tools Port, Explore, Analyze, Tune Training World class R&D team Leading Algorithms
More informationオープンソ プンソース技術者のための AMD 最新テクノロジーアップデート 日本 AMD 株式会社 マーケティング ビジネス開発本部 エンタープライズプロダクトマーケティング部 山野 洋幸
AMD AMD CPU 2 Happy 6 th Birthday AMD Opteron Processor 3 6コア Istanbul : 完全な進捗状況 Executing months ahead of schedule In collaboration with GLOBALFOUNDRIES: first tapeout to production World s only six-core
More informationAMD 780G. Niles Burbank AMD. an x86 chipset with advanced integrated GPU. Hot Chips 2008
AMD 780G an x86 chipset with advanced integrated GPU Hot Chips 2008 Niles Burbank AMD Agenda Evolving PC expectations AMD 780G Overview Design Challenges Video Playback Support Display Capabilities Power
More informationAnatomy of AMD s TeraScale Graphics Engine
Anatomy of AMD s TeraScale Graphics Engine Mike Houston Design Goals Focus on Efficiency f(perf/watt, Perf/$) Scale up processing power and AA performance Target >2x previous generation Enhance stream
More informationMULTIMEDIA PROCESSING Real-time H.264 video enhancement by using AMD APP SDK
MULTIMEDIA PROCESSING Real-time H.264 video enhancement by using AMD APP SDK Wei-Lien Hsu AMD SMTS Gongyuan Zhuang AMD MTS OUTLINE Motivation OpenDecode Video deblurring algorithms Acceleration by clamdfft
More informationUser Manual. Nvidia Jetson Series Carrier board Aetina ACE-N622
User Manual Nvidia Jetson Series Carrier board Aetina ACE-N622 i Document Change History Version Date Description Authors V1 2018/05/23 Initial Release. Eric Chu V2 2018/06/22 Specification change Eric
More informationOpenCL Implementation Of A Heterogeneous Computing System For Real-time Rendering And Dynamic Updating Of Dense 3-d Volumetric Data
OpenCL Implementation Of A Heterogeneous Computing System For Real-time Rendering And Dynamic Updating Of Dense 3-d Volumetric Data Andrew Miller Computer Vision Group Research Developer 3-D TERRAIN RECONSTRUCTION
More informationNUMA Topology for AMD EPYC Naples Family Processors
NUMA Topology for AMD EPYC Naples Family Publication # 56308 Revision: 0.70 Issue Date: May 2018 Advanced Micro Devices 2018 Advanced Micro Devices, Inc. All rights reserved. The information contained
More informationMulti-core is Here! But How Do You Resolve Data Bottlenecks in PC Games? hint: it s all about locality
Multi-core is Here! But How Do You Resolve Data Bottlenecks in PC Games? hint: it s all about locality Michael Wall Principal Member of Technical Staff, Advanced Micro Devices, Inc. Game Developers Conference
More informationDriver Options in AMD Radeon Pro Settings. User Guide
Driver Options in AMD Radeon Pro Settings User Guide This guide will show you how to switch between Professional Mode and Gaming Mode when using Radeon Pro Software. DISCLAIMER The information contained
More informationHP Operations Orchestration
HP Operations Orchestration For the Linux or Windows operating systems Software Version: 9.02 Document Release Date: October 2011 Software Release Date: October 2011 Legal Notices Warranty The only warranties
More informationGraphics Hardware 2008
AMD Smarter Choice Graphics Hardware 2008 Mike Mantor AMD Fellow Architect michael.mantor@amd.com GPUs vs. Multi-core CPUs On a Converging Course or Fundamentally Different? Many Cores Disruptive Change
More informationAMD Security and Server innovation
presented by AMD Security and Server innovation UEFI PlugFest March 18-22, 2013 Roger Lai AMD TATS BIOS Development Group Updated 2011-06-01 UEFI Spring PlugFest March 2013 www.uefi.org 1 Agenda Exciting
More informationResource Saving: Latest Innovation in Optimized Cloud Infrastructure
Resource Saving: Latest Innovation in Optimized Cloud Infrastructure CloudFest 2018 Presented by Martin Galle, Director FAE We Keep ITSupermicro Green 2018 Cloud Computing Development Technology Evolution
More informationMemory Population Guidelines for AMD EPYC Processors
Memory Population Guidelines for AMD EPYC Processors Publication # 56301 Revision: 0.70 Issue Date: July 2018 Advanced Micro Devices 2018 Advanced Micro Devices, Inc. All rights reserved. The information
More informationChanging your Driver Options with Radeon Pro Settings. Quick Start User Guide v3.0
Changing your Driver Options with Radeon Pro Settings Quick Start User Guide v3.0 This guide will show you how to switch between Professional Mode and Gaming Mode when using Radeon Pro Software. DISCLAIMER
More informationPerformance Tuning Guidelines for Low Latency Response on AMD EPYC -Based Servers Application Note
Performance Tuning Guidelines for Low Latency Response on AMD EPYC -Based Servers Publication # 56263 Revision: 3.00 Issue Date: January 2018 Advanced Micro Devices 2018 Advanced Micro Devices, Inc. All
More informationJava Application Performance Tuning for AMD EPYC Processors
Java Application Performance Tuning for AMD EPYC Processors Publication # 56245 Revision: 0.70 Issue Date: January 2018 Advanced Micro Devices 2018 Advanced Micro Devices, Inc. All rights reserved. The
More informationSPECjbb2005. Alan Adamson, IBM Canada David Dagastine, Sun Microsystems Stefan Sarne, BEA Systems
SPECjbb2005 Alan Adamson, IBM Canada David Dagastine, Sun Microsystems Stefan Sarne, BEA Systems Topics Benchmarks SPECjbb2000 Impact Reasons to Update SPECjbb2005 Development Execution Benchmarking Uses
More informationFamily 15h Models 00h-0Fh AMD FX -Series Processor Product Data Sheet
Family 15h Models 00h-0Fh AMD FX -Series Publication # 49686 Revision # 3.01 Issue Date October 2012 Advanced Micro Devices 2011, 2012 Advanced Micro Devices Inc. All rights reserved. The contents of this
More informationNVMe SSD Performance Evaluation Guide for Windows Server 2016 and Red Hat Enterprise Linux 7.4
NVMe SSD Performance Evaluation Guide for Windows Server 2016 and Red Hat Enterprise Linux 7.4 Publication # 56367 Revision: 0.70 Issue Date: August 2018 Advanced Micro Devices 2018 Advanced Micro Devices,
More informationOracle Service Cloud Agent Browser UI. November What s New
Oracle Service Cloud Agent Browser UI November 2017 What s New TABLE OF CONTENTS REVISION HISTORY... 3 OVERVIEW... 3 WORKSPACES... 3 Rowspan Workspace Designer Configuration Option... 3 Best Answer Incident
More informationPause-Less GC for Improving Java Responsiveness. Charlie Gracie IBM Senior Software charliegracie
Pause-Less GC for Improving Java Responsiveness Charlie Gracie IBM Senior Software Developer charlie_gracie@ca.ibm.com @crgracie charliegracie 1 Important Disclaimers THE INFORMATION CONTAINED IN THIS
More informationOracle Enterprise Performance Reporting Cloud. What s New in September 2016 Release (16.09)
Oracle Enterprise Performance Reporting Cloud What s New in September 2016 Release (16.09) August 2016 TABLE OF CONTENTS REVISION HISTORY... 3 OVERVIEW... 4 Give Us Feedback... 4 RELEASE FEATURE SUMMARY...
More informationIBM FileNet Content Manager 5.2. Asynchronous Event Processing Performance Tuning
IBM FileNet Content Manager 5.2 April 2013 IBM SWG Industry Solutions/ECM IBM FileNet Content Manager 5.2 Asynchronous Event Processing Performance Tuning Copyright IBM Corporation 2013 Enterprise Content
More informationFan Control in AMD Radeon Pro Settings. User Guide. This document is a quick user guide on how to configure GPU fan speed in AMD Radeon Pro Settings.
Fan Control in AMD Radeon Pro Settings User Guide This document is a quick user guide on how to configure GPU fan speed in AMD Radeon Pro Settings. DISCLAIMER The information contained herein is for informational
More information