SlideShare a Scribd company logo
1 of 20
Download to read offline
O uso de Tecnologias Intel na implantação
de sistemas de alto desempenho
Luciano Palma | Intel
Rogério L. Iope | UNESP
Intel® Xeon Phi™
Ainda mais poder de processamento!
Expandindo os limites do Intel® Xeon
Aplicações altamente paralelizadas e
vetorizadas rodam ainda mais rápido com
coprocessadores Intel® Xeon Phi™
Até 10x
mais rápido1
Muitas aplicações apresentam alto
desempenho em processadores
multi-core Intel® Xeon®
A otimização de
código paralelo
apresesenta
aumento significativo
de desempenho
RODANDO
SOFTWARE SERIAL
EXISTENTE
RODANDO
SOFTWARE
OTIMIZADO
1. Monte Carlo SP Benchmark: 2S Xeon E5-2670 @ 45,501 opt/sec vs. Xeon Phi SE10P @ 489,354opt/sec (TR2004). Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests,
such as SYSmark and MobileMark, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to
assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. Source: Customer Measured results as of October 22, 2012 Configuration Details: Please reference slide speaker notes. For
more information go to http://www.intel.com/performance
Grandes ganhos em aplicações paralelas
Desempenho paralelo otimizado
para processadores multicore
Intel® Xeon® e coprocessadores
manycore Intel® Xeon Phi™, com o
mesmo código fonte!
Engenharia e Arquitetura…
Intel: Look inside…
Um processador com múltiplos cores possui
componentes compartilhados por todos os cores.
Estes components são chamados Uncore.
Microarquitetura Sandy Bridge
FRONT-END
BACK-END
(Intel® Xeon Phi™ tem uma arquitetura mais simples)
Até 61 cores (4 threads por core)
6 a 16 GB RAM GDDR5
Taxa de Transferência de Memória até 352 GB/sec
Vetores de 512-bit
Até 1,2 TFLOPs (Precisão Dupla)
1 slot PCIe-x16
Eficiência Energética (225W - 300 W)
Intel® Xeon Phi™
Ainda mais poder de
processamento!
3 Family
Outstanding Parallel
Computing Solution
Performance/$ leadership 3120P 3120A
5 Family
Optimized for High Density
Environments
Performance/watt leadership
5110P 5120D
7 Family
Highest Performance, Most
Memory
Performance leadership
7120P 7120X
16GB GDDR5
352GB/s
>1.2TF DP
8GB GDDR5
>300GB/s
>1TF DP
225-245W
6GB GDDR5
240GB/s
>1TF DP
Famílias de Coprocessadores Intel® Xeon Phi™
Intel® Xeon Phi™
Cada placa se comporta como um nó de um cluster
Programação x86
Intel® Xeon Phi™
Visão de Software da Arquitetura Intel® Xeon Phi™
Intel® Xeon Phi™
Visão de Hardware da arquitetura Intel® Xeon Phi™
Anel bi-directional de alta velocidade
interconecta as caches LS dos cores
Intel® Xeon Phi™
4 threads por core
Microarquitetura Pentium Otimizada
Clock até 1.2 GHz
Intel® Xeon Phi™
GFLOP/sec =16 (SP SIMD Lane) x 2 (FMA) x 1.1 (GHZ) x
60 (# cores) = 2.112 (single precision arithmetic)
GFLOP/sec = 8 (DP SIMD Lane) x 2 (FMA) x 1.1 (GHZ) x 60
(# cores) = 1.056 (double precision arithmetic)
Por que programadores devem se interessar?
Usar todas as threads de hardware
 Considerar HyperThread
Usar todas as unidades de execução dos processadores
 Retirar o IPC máximo (instructions per clock cycle)
Otimizar o uso de Unidades Vetoriais (AVX/AVX2/)
 Optimização de loops
Manter a cache com dados/intruções válidos
 Evitar “cache misses”
Tirar vantage de “branch prediction”
 Evitar “pipeline stall”
Para obter o máximo desempenho dos recursos de hardware
Diversos recursos para Desenvolvedores
Intel® Xeon Phi™ Coprocessor
Developer’s Quick Start Guide
Overview of Programming for Intel® Xeon®
processors and Intel® Xeon Phi™ coprocessors
Access to webinar replays and
over 50 training videos
Beginning labs for the Intel® Xeon Phi™
Coprocessor
Programming guides, tools, case studies, labs,
code samples, forums & more
Click on tabs
software.intel.com/mic-developer
Using a familiar programming model and tools means that developers don’t need
to start from scratch. Many programming resources are available to further
accelerate time to solution.
Optimization Notice
• INFORMATION IN THIS DOCUMENT IS PROVIDED IN CONNECTION WITH INTEL PRODUCTS. NO LICENSE, EXPRESS OR IMPLIED, BY ESTOPPEL OR
OTHERWISE, TO ANY INTELLECTUAL PROPERTY RIGHTS IS GRANTED BY THIS DOCUMENT. EXCEPT AS PROVIDED IN INTEL'S TERMS AND CONDITIONS
OF SALE FOR SUCH PRODUCTS, INTEL ASSUMES NO LIABILITY WHATSOEVER AND INTEL DISCLAIMS ANY EXPRESS OR IMPLIED WARRANTY, RELATING
TO SALE AND/OR USE OF INTEL PRODUCTS INCLUDING LIABILITY OR WARRANTIES RELATING TO FITNESS FOR A PARTICULAR PURPOSE,
MERCHANTABILITY, OR INFRINGEMENT OF ANY PATENT, COPYRIGHT OR OTHER INTELLECTUAL PROPERTY RIGHT.
• A "Mission Critical Application" is any application in which failure of the Intel Product could result, directly or indirectly, in personal injury or
death. SHOULD YOU PURCHASE OR USE INTEL'S PRODUCTS FOR ANY SUCH MISSION CRITICAL APPLICATION, YOU SHALL INDEMNIFY AND HOLD INTEL
AND ITS SUBSIDIARIES, SUBCONTRACTORS AND AFFILIATES, AND THE DIRECTORS, OFFICERS, AND EMPLOYEES OF EACH, HARMLESS AGAINST ALL
CLAIMS COSTS, DAMAGES, AND EXPENSES AND REASONABLE ATTORNEYS' FEES ARISING OUT OF, DIRECTLY OR INDIRECTLY, ANY CLAIM OF PRODUCT
LIABILITY, PERSONAL INJURY, OR DEATH ARISING IN ANY WAY OUT OF SUCH MISSION CRITICAL APPLICATION, WHETHER OR NOT INTEL OR ITS
SUBCONTRACTOR WAS NEGLIGENT IN THE DESIGN, MANUFACTURE, OR WARNING OF THE INTEL PRODUCT OR ANY OF ITS PARTS.
• Intel may make changes to specifications and product descriptions at any time, without notice. Designers must not rely on the absence or characteristics
of any features or instructions marked "reserved" or "undefined". Intel reserves these for future definition and shall have no responsibility whatsoever
for conflicts or incompatibilities arising from future changes to them. The information here is subject to change without notice. Do not finalize a design
with this information.
• The products described in this document may contain design defects or errors known as errata which may cause the product to deviate from published
specifications. Current characterized errata are available on request.
• Intel processor numbers are not a measure of performance. Processor numbers differentiate features within each processor family, not across different
processor families. Go to: http://www.intel.com/products/processor_number.
• Contact your local Intel sales office or your distributor to obtain the latest specifications and before placing your product order.
• 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 go to: http://www.intel.com/design/literature.htm
• Intel, Core, Atom, Pentium, Intel inside, Sponsors of Tomorrow, Pentium, 386, 486, DX2 and the Intel logo are trademarks of Intel Corporation in the
United States and other countries.
• *Other names and brands may be claimed as the property of others.
• Copyright ©2012 Intel Corporation.
Legal Disclaimer
Risk Factors
The above statements and any others in this document that refer to plans and expectations for the second quarter, the year and the future are forward-looking
statements that involve a number of risks and uncertainties. Words such as “anticipates,” “expects,” “intends,” “plans,” “believes,” “seeks,” “estimates,” “may,”
“will,” “should” and their variations identify forward-looking statements. Statements that refer to or are based on projections, uncertain events or assumptions
also identify forward-looking statements. Many factors could affect Intel’s actual results, and variances from Intel’s current expectations regarding such factors
could cause actual results to differ materially from those expressed in these forward-looking statements. Intel presently considers the following to be the
important factors that could cause actual results to differ materially from the company’s expectations. Demand could be different from Intel's expectations due
to factors including changes in business and economic conditions, including supply constraints and other disruptions affecting customers; customer acceptance of
Intel’s and competitors’ products; changes in customer order patterns including order cancellations; and changes in the level of inventory at customers.
Uncertainty in global economic and financial conditions poses a risk that consumers and businesses may defer purchases in response to negative financial events,
which could negatively affect product demand and other related matters. Intel operates in intensely competitive industries that are characterized by a high
percentage of costs that are fixed or difficult to reduce in the short term and product demand that is highly variable and difficult to forecast. Revenue and the
gross margin percentage are affected by the timing of Intel product introductions and the demand for and market acceptance of Intel's products; actions taken
by Intel's competitors, including product offerings and introductions, marketing programs and pricing pressures and Intel’s response to such actions; and Intel’s
ability to respond quickly to technological developments and to incorporate new features into its products. Intel is in the process of transitioning to its next
generation of products on 22nm process technology, and there could be execution and timing issues associated with these changes, including products defects
and errata and lower than anticipated manufacturing yields. The gross margin percentage could vary significantly from expectations based on capacity utilization;
variations in inventory valuation, including variations related to the timing of qualifying products for sale; changes in revenue levels; segment product mix; the
timing and execution of the manufacturing ramp and associated costs; start-up costs; excess or obsolete inventory; changes in unit costs; defects or disruptions
in the supply of materials or resources; product manufacturing quality/yields; and impairments of long-lived assets, including manufacturing, assembly/test and
intangible assets. The majority of Intel’s non-marketable equity investment portfolio balance is concentrated in companies in the flash memory market segment,
and declines in this market segment or changes in management’s plans with respect to Intel’s investments in this market segment could result in significant
impairment charges, impacting restructuring charges as well as gains/losses on equity investments and interest and other. Intel's results could be affected by
adverse economic, social, political and physical/infrastructure conditions in countries where Intel, its customers or its suppliers operate, including military conflict
and other security risks, natural disasters, infrastructure disruptions, health concerns and fluctuations in currency exchange rates. Expenses, particularly certain
marketing and compensation expenses, as well as restructuring and asset impairment charges, vary depending on the level of demand for Intel's products and
the level of revenue and profits. Intel’s results could be affected by the timing of closing of acquisitions and divestitures. Intel's results could be affected by
adverse effects associated with product defects and errata (deviations from published specifications), and by litigation or regulatory matters involving
intellectual property, stockholder, consumer, antitrust, disclosure and other issues, such as the litigation and regulatory matters described in Intel's SEC reports.
An unfavorable ruling could include monetary damages or an injunction prohibiting Intel from manufacturing or selling one or more products, precluding particular
business practices, impacting Intel’s ability to design its products, or requiring other remedies such as compulsory licensing of intellectual property. A detailed
discussion of these and other factors that could affect Intel’s results is included in Intel’s SEC filings, including the report on Form 10-K for the year ended Dec.
31, 2011.
Rev. 4/17/12
O uso de tecnologias Intel na implantação de sistemas de alto desempenho

More Related Content

What's hot

Luis vazquez engineterminology
Luis vazquez engineterminologyLuis vazquez engineterminology
Luis vazquez engineterminology
luisfvazquez1
 
Projeto Yocto - TDC São Paulo 2014
Projeto Yocto - TDC São Paulo 2014Projeto Yocto - TDC São Paulo 2014
Projeto Yocto - TDC São Paulo 2014
Jomar Silva
 

What's hot (20)

Scott Apeland Intel Keynote
Scott Apeland Intel KeynoteScott Apeland Intel Keynote
Scott Apeland Intel Keynote
 
Sikuli for Mobile Testing
Sikuli for Mobile TestingSikuli for Mobile Testing
Sikuli for Mobile Testing
 
Luis vazquez engineterminology
Luis vazquez engineterminologyLuis vazquez engineterminology
Luis vazquez engineterminology
 
Luis vazquez engineterminology
Luis vazquez engineterminologyLuis vazquez engineterminology
Luis vazquez engineterminology
 
Ultrabook Sensoren Beispiele
Ultrabook Sensoren BeispieleUltrabook Sensoren Beispiele
Ultrabook Sensoren Beispiele
 
Android Development Tutorial V3
Android Development Tutorial   V3Android Development Tutorial   V3
Android Development Tutorial V3
 
Bringing the Real World Into the Game World
Bringing the Real World Into the Game WorldBringing the Real World Into the Game World
Bringing the Real World Into the Game World
 
Lean Engineering. Applying Lean Principles to Building Experiences
Lean Engineering. Applying Lean Principles to Building ExperiencesLean Engineering. Applying Lean Principles to Building Experiences
Lean Engineering. Applying Lean Principles to Building Experiences
 
The First Wave of IoT—Blood in the Water
The First Wave of IoT—Blood in the WaterThe First Wave of IoT—Blood in the Water
The First Wave of IoT—Blood in the Water
 
Securing Android Applications
Securing Android ApplicationsSecuring Android Applications
Securing Android Applications
 
Intel Ultrabook AppLab - ALL Slides
Intel Ultrabook AppLab - ALL SlidesIntel Ultrabook AppLab - ALL Slides
Intel Ultrabook AppLab - ALL Slides
 
Integreation
IntegreationIntegreation
Integreation
 
Lean Engineering: How to make Engineering a full Lean UX partner
Lean Engineering: How to make Engineering a full Lean UX partnerLean Engineering: How to make Engineering a full Lean UX partner
Lean Engineering: How to make Engineering a full Lean UX partner
 
Genuino 101
Genuino 101Genuino 101
Genuino 101
 
Projeto Yocto - TDC São Paulo 2014
Projeto Yocto - TDC São Paulo 2014Projeto Yocto - TDC São Paulo 2014
Projeto Yocto - TDC São Paulo 2014
 
Enterprise Video Hosting: Introducing the Intel Video Portal
Enterprise Video Hosting:  Introducing the Intel Video PortalEnterprise Video Hosting:  Introducing the Intel Video Portal
Enterprise Video Hosting: Introducing the Intel Video Portal
 
Hacker Halted 2014 - Reverse Engineering the Android OS
Hacker Halted 2014 - Reverse Engineering the Android OSHacker Halted 2014 - Reverse Engineering the Android OS
Hacker Halted 2014 - Reverse Engineering the Android OS
 
Sonar
Sonar Sonar
Sonar
 
Getting Started with Android - OSSPAC 2009
Getting Started with Android - OSSPAC 2009Getting Started with Android - OSSPAC 2009
Getting Started with Android - OSSPAC 2009
 
12092019 JavaZone "The Battle of the IDEs"
12092019 JavaZone "The Battle of the IDEs"12092019 JavaZone "The Battle of the IDEs"
12092019 JavaZone "The Battle of the IDEs"
 

Viewers also liked

Aula gestão empresarial e previdencia
Aula gestão empresarial e previdenciaAula gestão empresarial e previdencia
Aula gestão empresarial e previdencia
Emerson Oliveira
 
Apresentação das Bolsistas do PET para o PIBIC-EM
Apresentação das Bolsistas do PET para o PIBIC-EMApresentação das Bolsistas do PET para o PIBIC-EM
Apresentação das Bolsistas do PET para o PIBIC-EM
Dinalva Schein
 
jornada I - palavras
jornada I - palavrasjornada I - palavras
jornada I - palavras
Urbanismo3
 
Folha | Noticias Regionais | Edição 114
Folha | Noticias Regionais | Edição 114Folha | Noticias Regionais | Edição 114
Folha | Noticias Regionais | Edição 114
FolhaNR
 
Dornelles; tiago fortes modificando possibilidades artísticas manipulando e...
Dornelles; tiago fortes   modificando possibilidades artísticas manipulando e...Dornelles; tiago fortes   modificando possibilidades artísticas manipulando e...
Dornelles; tiago fortes modificando possibilidades artísticas manipulando e...
Acervo_DAC
 
Questesdelinguaportuguesacomgabarito 110726112223-phpapp01
Questesdelinguaportuguesacomgabarito 110726112223-phpapp01Questesdelinguaportuguesacomgabarito 110726112223-phpapp01
Questesdelinguaportuguesacomgabarito 110726112223-phpapp01
Haelem Marta
 
Prova auxescritorioaar001
Prova auxescritorioaar001Prova auxescritorioaar001
Prova auxescritorioaar001
José Sérgio
 

Viewers also liked (20)

Android Native Apps Hands On
Android Native Apps Hands OnAndroid Native Apps Hands On
Android Native Apps Hands On
 
Android Fat Binaries
Android Fat BinariesAndroid Fat Binaries
Android Fat Binaries
 
Produzindo Games no Brasil: Processos, Inovação e Desafios
Produzindo Games no Brasil: Processos, Inovação e DesafiosProduzindo Games no Brasil: Processos, Inovação e Desafios
Produzindo Games no Brasil: Processos, Inovação e Desafios
 
TDC-SP: Android sem gastar energia
TDC-SP: Android sem gastar energiaTDC-SP: Android sem gastar energia
TDC-SP: Android sem gastar energia
 
Ferramentas Intel Android
Ferramentas Intel AndroidFerramentas Intel Android
Ferramentas Intel Android
 
TDC: Intel Perceptual Computing SDK
TDC: Intel Perceptual Computing SDKTDC: Intel Perceptual Computing SDK
TDC: Intel Perceptual Computing SDK
 
Aula gestão empresarial e previdencia
Aula gestão empresarial e previdenciaAula gestão empresarial e previdencia
Aula gestão empresarial e previdencia
 
Hyojun Guideline
Hyojun GuidelineHyojun Guideline
Hyojun Guideline
 
Apresentação das Bolsistas do PET para o PIBIC-EM
Apresentação das Bolsistas do PET para o PIBIC-EMApresentação das Bolsistas do PET para o PIBIC-EM
Apresentação das Bolsistas do PET para o PIBIC-EM
 
Memoria ram
Memoria ramMemoria ram
Memoria ram
 
jornada I - palavras
jornada I - palavrasjornada I - palavras
jornada I - palavras
 
Discurso lyra
Discurso lyraDiscurso lyra
Discurso lyra
 
Relação de acumulo de cargos de piancó
Relação de acumulo de cargos de piancóRelação de acumulo de cargos de piancó
Relação de acumulo de cargos de piancó
 
Expressionismo
ExpressionismoExpressionismo
Expressionismo
 
Folha | Noticias Regionais | Edição 114
Folha | Noticias Regionais | Edição 114Folha | Noticias Regionais | Edição 114
Folha | Noticias Regionais | Edição 114
 
Proclise
ProcliseProclise
Proclise
 
Dornelles; tiago fortes modificando possibilidades artísticas manipulando e...
Dornelles; tiago fortes   modificando possibilidades artísticas manipulando e...Dornelles; tiago fortes   modificando possibilidades artísticas manipulando e...
Dornelles; tiago fortes modificando possibilidades artísticas manipulando e...
 
Questesdelinguaportuguesacomgabarito 110726112223-phpapp01
Questesdelinguaportuguesacomgabarito 110726112223-phpapp01Questesdelinguaportuguesacomgabarito 110726112223-phpapp01
Questesdelinguaportuguesacomgabarito 110726112223-phpapp01
 
Vol10feministas
Vol10feministasVol10feministas
Vol10feministas
 
Prova auxescritorioaar001
Prova auxescritorioaar001Prova auxescritorioaar001
Prova auxescritorioaar001
 

Similar to O uso de tecnologias Intel na implantação de sistemas de alto desempenho

Crooke CWF Keynote FINAL final platinum
Crooke CWF Keynote FINAL final platinumCrooke CWF Keynote FINAL final platinum
Crooke CWF Keynote FINAL final platinum
Alan Frost
 
Transforming Business with Advanced Analytics
Transforming Business with Advanced AnalyticsTransforming Business with Advanced Analytics
Transforming Business with Advanced Analytics
Intel IT Center
 
Lynn Comp - Intel Big Data & Cloud Summit 2013 (2)
Lynn Comp - Intel Big Data & Cloud Summit 2013 (2)Lynn Comp - Intel Big Data & Cloud Summit 2013 (2)
Lynn Comp - Intel Big Data & Cloud Summit 2013 (2)
IntelAPAC
 

Similar to O uso de tecnologias Intel na implantação de sistemas de alto desempenho (20)

Crooke CWF Keynote FINAL final platinum
Crooke CWF Keynote FINAL final platinumCrooke CWF Keynote FINAL final platinum
Crooke CWF Keynote FINAL final platinum
 
TDC2018SP | Trilha IA - Inteligencia Artificial na Arquitetura Intel
TDC2018SP | Trilha IA - Inteligencia Artificial na Arquitetura IntelTDC2018SP | Trilha IA - Inteligencia Artificial na Arquitetura Intel
TDC2018SP | Trilha IA - Inteligencia Artificial na Arquitetura Intel
 
Driving Industrial InnovationOn the Path to Exascale
Driving Industrial InnovationOn the Path to ExascaleDriving Industrial InnovationOn the Path to Exascale
Driving Industrial InnovationOn the Path to Exascale
 
HPC DAY 2017 | Accelerating tomorrow's HPC and AI workflows with Intel Archit...
HPC DAY 2017 | Accelerating tomorrow's HPC and AI workflows with Intel Archit...HPC DAY 2017 | Accelerating tomorrow's HPC and AI workflows with Intel Archit...
HPC DAY 2017 | Accelerating tomorrow's HPC and AI workflows with Intel Archit...
 
High Performance Computing: The Essential tool for a Knowledge Economy
High Performance Computing: The Essential tool for a Knowledge EconomyHigh Performance Computing: The Essential tool for a Knowledge Economy
High Performance Computing: The Essential tool for a Knowledge Economy
 
Austin Cherian: Big data and HPC technologies - intel
Austin Cherian: Big data and HPC technologies - intelAustin Cherian: Big data and HPC technologies - intel
Austin Cherian: Big data and HPC technologies - intel
 
Microsoft Build 2019- Intel AI Workshop
Microsoft Build 2019- Intel AI Workshop Microsoft Build 2019- Intel AI Workshop
Microsoft Build 2019- Intel AI Workshop
 
Intel HPC Update
Intel HPC UpdateIntel HPC Update
Intel HPC Update
 
Improving the performance of OpenSubdiv* on Intel Architecture
Improving the performance of OpenSubdiv* on Intel ArchitectureImproving the performance of OpenSubdiv* on Intel Architecture
Improving the performance of OpenSubdiv* on Intel Architecture
 
Transforming Business with Advanced Analytics
Transforming Business with Advanced AnalyticsTransforming Business with Advanced Analytics
Transforming Business with Advanced Analytics
 
8 intel network builders overview
8 intel network builders overview8 intel network builders overview
8 intel network builders overview
 
Lynn Comp - Intel Big Data & Cloud Summit 2013 (2)
Lynn Comp - Intel Big Data & Cloud Summit 2013 (2)Lynn Comp - Intel Big Data & Cloud Summit 2013 (2)
Lynn Comp - Intel Big Data & Cloud Summit 2013 (2)
 
Arquitetura do coprocessador Intel® Xeon Phi™ - Intel Software Conference 2013
Arquitetura do coprocessador Intel® Xeon Phi™ - Intel Software Conference 2013Arquitetura do coprocessador Intel® Xeon Phi™ - Intel Software Conference 2013
Arquitetura do coprocessador Intel® Xeon Phi™ - Intel Software Conference 2013
 
DreamWork Animation DWA
DreamWork Animation DWADreamWork Animation DWA
DreamWork Animation DWA
 
VIOPS08: マイクロサーバー アーキテクチャトレンド
VIOPS08: マイクロサーバー アーキテクチャトレンドVIOPS08: マイクロサーバー アーキテクチャトレンド
VIOPS08: マイクロサーバー アーキテクチャトレンド
 
AI & Computer Vision (OpenVINO) - CPBR12
AI & Computer Vision (OpenVINO) - CPBR12AI & Computer Vision (OpenVINO) - CPBR12
AI & Computer Vision (OpenVINO) - CPBR12
 
Advancing Science in Alternative Energy and Bioengineering with Many-Core Pro...
Advancing Science in Alternative Energy and Bioengineering with Many-Core Pro...Advancing Science in Alternative Energy and Bioengineering with Many-Core Pro...
Advancing Science in Alternative Energy and Bioengineering with Many-Core Pro...
 
2 new hw_features_cat_cod_etc
2 new hw_features_cat_cod_etc2 new hw_features_cat_cod_etc
2 new hw_features_cat_cod_etc
 
Yocto Project Open Source Build System and Collaboration Initiative
Yocto Project Open Source Build System and Collaboration InitiativeYocto Project Open Source Build System and Collaboration Initiative
Yocto Project Open Source Build System and Collaboration Initiative
 
Intel: мобильность и трансформация рабочего места
Intel: мобильность и трансформация рабочего местаIntel: мобильность и трансформация рабочего места
Intel: мобильность и трансформация рабочего места
 

More from Intel Software Brasil

Desenvolvimento e análise de performance de jogos Android com Coco2d-HTML5
Desenvolvimento e análise de performance de jogos Android com Coco2d-HTML5Desenvolvimento e análise de performance de jogos Android com Coco2d-HTML5
Desenvolvimento e análise de performance de jogos Android com Coco2d-HTML5
Intel Software Brasil
 

More from Intel Software Brasil (20)

Modernização de código em Xeon® e Xeon Phi™
Modernização de código em Xeon® e Xeon Phi™  Modernização de código em Xeon® e Xeon Phi™
Modernização de código em Xeon® e Xeon Phi™
 
Escreva sua App sem gastar energia, agora no KitKat
Escreva sua App sem gastar energia, agora no KitKatEscreva sua App sem gastar energia, agora no KitKat
Escreva sua App sem gastar energia, agora no KitKat
 
Desafios do Desenvolvimento Multiplataforma
Desafios do Desenvolvimento MultiplataformaDesafios do Desenvolvimento Multiplataforma
Desafios do Desenvolvimento Multiplataforma
 
Desafios do Desenvolvimento Multi-plataforma
Desafios do Desenvolvimento Multi-plataformaDesafios do Desenvolvimento Multi-plataforma
Desafios do Desenvolvimento Multi-plataforma
 
Yocto - 7 masters
Yocto - 7 mastersYocto - 7 masters
Yocto - 7 masters
 
Getting the maximum performance in distributed clusters Intel Cluster Studio XE
Getting the maximum performance in distributed clusters Intel Cluster Studio XEGetting the maximum performance in distributed clusters Intel Cluster Studio XE
Getting the maximum performance in distributed clusters Intel Cluster Studio XE
 
Intel tools to optimize HPC systems
Intel tools to optimize HPC systemsIntel tools to optimize HPC systems
Intel tools to optimize HPC systems
 
Methods and practices to analyze the performance of your application with Int...
Methods and practices to analyze the performance of your application with Int...Methods and practices to analyze the performance of your application with Int...
Methods and practices to analyze the performance of your application with Int...
 
Principais conceitos técnicas e modelos de programação paralela
Principais conceitos técnicas e modelos de programação paralelaPrincipais conceitos técnicas e modelos de programação paralela
Principais conceitos técnicas e modelos de programação paralela
 
Principais conceitos e técnicas em vetorização
Principais conceitos e técnicas em vetorizaçãoPrincipais conceitos e técnicas em vetorização
Principais conceitos e técnicas em vetorização
 
Notes on NUMA architecture
Notes on NUMA architectureNotes on NUMA architecture
Notes on NUMA architecture
 
Intel Technologies for High Performance Computing
Intel Technologies for High Performance ComputingIntel Technologies for High Performance Computing
Intel Technologies for High Performance Computing
 
Benchmarking para sistemas de alto desempenho
Benchmarking para sistemas de alto desempenhoBenchmarking para sistemas de alto desempenho
Benchmarking para sistemas de alto desempenho
 
Yocto no 1 IoT Day da Telefonica/Vivo
Yocto no 1 IoT Day da Telefonica/VivoYocto no 1 IoT Day da Telefonica/Vivo
Yocto no 1 IoT Day da Telefonica/Vivo
 
Html5 fisl15
Html5 fisl15Html5 fisl15
Html5 fisl15
 
IoT FISL15
IoT FISL15IoT FISL15
IoT FISL15
 
IoT TDC Floripa 2014
IoT TDC Floripa 2014IoT TDC Floripa 2014
IoT TDC Floripa 2014
 
Otávio Salvador - Yocto project reduzindo -time to market- do seu próximo pr...
Otávio Salvador - Yocto project  reduzindo -time to market- do seu próximo pr...Otávio Salvador - Yocto project  reduzindo -time to market- do seu próximo pr...
Otávio Salvador - Yocto project reduzindo -time to market- do seu próximo pr...
 
Html5 tdc floripa_2014
Html5 tdc floripa_2014Html5 tdc floripa_2014
Html5 tdc floripa_2014
 
Desenvolvimento e análise de performance de jogos Android com Coco2d-HTML5
Desenvolvimento e análise de performance de jogos Android com Coco2d-HTML5Desenvolvimento e análise de performance de jogos Android com Coco2d-HTML5
Desenvolvimento e análise de performance de jogos Android com Coco2d-HTML5
 

Recently uploaded

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 

Recently uploaded (20)

The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 

O uso de tecnologias Intel na implantação de sistemas de alto desempenho

  • 1. O uso de Tecnologias Intel na implantação de sistemas de alto desempenho Luciano Palma | Intel Rogério L. Iope | UNESP
  • 2. Intel® Xeon Phi™ Ainda mais poder de processamento!
  • 3. Expandindo os limites do Intel® Xeon
  • 4. Aplicações altamente paralelizadas e vetorizadas rodam ainda mais rápido com coprocessadores Intel® Xeon Phi™ Até 10x mais rápido1 Muitas aplicações apresentam alto desempenho em processadores multi-core Intel® Xeon® A otimização de código paralelo apresesenta aumento significativo de desempenho RODANDO SOFTWARE SERIAL EXISTENTE RODANDO SOFTWARE OTIMIZADO 1. Monte Carlo SP Benchmark: 2S Xeon E5-2670 @ 45,501 opt/sec vs. Xeon Phi SE10P @ 489,354opt/sec (TR2004). Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark and MobileMark, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. Source: Customer Measured results as of October 22, 2012 Configuration Details: Please reference slide speaker notes. For more information go to http://www.intel.com/performance Grandes ganhos em aplicações paralelas Desempenho paralelo otimizado para processadores multicore Intel® Xeon® e coprocessadores manycore Intel® Xeon Phi™, com o mesmo código fonte!
  • 6. Intel: Look inside… Um processador com múltiplos cores possui componentes compartilhados por todos os cores. Estes components são chamados Uncore.
  • 7. Microarquitetura Sandy Bridge FRONT-END BACK-END (Intel® Xeon Phi™ tem uma arquitetura mais simples)
  • 8. Até 61 cores (4 threads por core) 6 a 16 GB RAM GDDR5 Taxa de Transferência de Memória até 352 GB/sec Vetores de 512-bit Até 1,2 TFLOPs (Precisão Dupla) 1 slot PCIe-x16 Eficiência Energética (225W - 300 W) Intel® Xeon Phi™ Ainda mais poder de processamento!
  • 9. 3 Family Outstanding Parallel Computing Solution Performance/$ leadership 3120P 3120A 5 Family Optimized for High Density Environments Performance/watt leadership 5110P 5120D 7 Family Highest Performance, Most Memory Performance leadership 7120P 7120X 16GB GDDR5 352GB/s >1.2TF DP 8GB GDDR5 >300GB/s >1TF DP 225-245W 6GB GDDR5 240GB/s >1TF DP Famílias de Coprocessadores Intel® Xeon Phi™
  • 10. Intel® Xeon Phi™ Cada placa se comporta como um nó de um cluster Programação x86
  • 11. Intel® Xeon Phi™ Visão de Software da Arquitetura Intel® Xeon Phi™
  • 12. Intel® Xeon Phi™ Visão de Hardware da arquitetura Intel® Xeon Phi™ Anel bi-directional de alta velocidade interconecta as caches LS dos cores
  • 13. Intel® Xeon Phi™ 4 threads por core Microarquitetura Pentium Otimizada Clock até 1.2 GHz
  • 14. Intel® Xeon Phi™ GFLOP/sec =16 (SP SIMD Lane) x 2 (FMA) x 1.1 (GHZ) x 60 (# cores) = 2.112 (single precision arithmetic) GFLOP/sec = 8 (DP SIMD Lane) x 2 (FMA) x 1.1 (GHZ) x 60 (# cores) = 1.056 (double precision arithmetic)
  • 15. Por que programadores devem se interessar? Usar todas as threads de hardware  Considerar HyperThread Usar todas as unidades de execução dos processadores  Retirar o IPC máximo (instructions per clock cycle) Otimizar o uso de Unidades Vetoriais (AVX/AVX2/)  Optimização de loops Manter a cache com dados/intruções válidos  Evitar “cache misses” Tirar vantage de “branch prediction”  Evitar “pipeline stall” Para obter o máximo desempenho dos recursos de hardware
  • 16. Diversos recursos para Desenvolvedores Intel® Xeon Phi™ Coprocessor Developer’s Quick Start Guide Overview of Programming for Intel® Xeon® processors and Intel® Xeon Phi™ coprocessors Access to webinar replays and over 50 training videos Beginning labs for the Intel® Xeon Phi™ Coprocessor Programming guides, tools, case studies, labs, code samples, forums & more Click on tabs software.intel.com/mic-developer Using a familiar programming model and tools means that developers don’t need to start from scratch. Many programming resources are available to further accelerate time to solution.
  • 18. • INFORMATION IN THIS DOCUMENT IS PROVIDED IN CONNECTION WITH INTEL PRODUCTS. NO LICENSE, EXPRESS OR IMPLIED, BY ESTOPPEL OR OTHERWISE, TO ANY INTELLECTUAL PROPERTY RIGHTS IS GRANTED BY THIS DOCUMENT. EXCEPT AS PROVIDED IN INTEL'S TERMS AND CONDITIONS OF SALE FOR SUCH PRODUCTS, INTEL ASSUMES NO LIABILITY WHATSOEVER AND INTEL DISCLAIMS ANY EXPRESS OR IMPLIED WARRANTY, RELATING TO SALE AND/OR USE OF INTEL PRODUCTS INCLUDING LIABILITY OR WARRANTIES RELATING TO FITNESS FOR A PARTICULAR PURPOSE, MERCHANTABILITY, OR INFRINGEMENT OF ANY PATENT, COPYRIGHT OR OTHER INTELLECTUAL PROPERTY RIGHT. • A "Mission Critical Application" is any application in which failure of the Intel Product could result, directly or indirectly, in personal injury or death. SHOULD YOU PURCHASE OR USE INTEL'S PRODUCTS FOR ANY SUCH MISSION CRITICAL APPLICATION, YOU SHALL INDEMNIFY AND HOLD INTEL AND ITS SUBSIDIARIES, SUBCONTRACTORS AND AFFILIATES, AND THE DIRECTORS, OFFICERS, AND EMPLOYEES OF EACH, HARMLESS AGAINST ALL CLAIMS COSTS, DAMAGES, AND EXPENSES AND REASONABLE ATTORNEYS' FEES ARISING OUT OF, DIRECTLY OR INDIRECTLY, ANY CLAIM OF PRODUCT LIABILITY, PERSONAL INJURY, OR DEATH ARISING IN ANY WAY OUT OF SUCH MISSION CRITICAL APPLICATION, WHETHER OR NOT INTEL OR ITS SUBCONTRACTOR WAS NEGLIGENT IN THE DESIGN, MANUFACTURE, OR WARNING OF THE INTEL PRODUCT OR ANY OF ITS PARTS. • Intel may make changes to specifications and product descriptions at any time, without notice. Designers must not rely on the absence or characteristics of any features or instructions marked "reserved" or "undefined". Intel reserves these for future definition and shall have no responsibility whatsoever for conflicts or incompatibilities arising from future changes to them. The information here is subject to change without notice. Do not finalize a design with this information. • The products described in this document may contain design defects or errors known as errata which may cause the product to deviate from published specifications. Current characterized errata are available on request. • Intel processor numbers are not a measure of performance. Processor numbers differentiate features within each processor family, not across different processor families. Go to: http://www.intel.com/products/processor_number. • Contact your local Intel sales office or your distributor to obtain the latest specifications and before placing your product order. • 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 go to: http://www.intel.com/design/literature.htm • Intel, Core, Atom, Pentium, Intel inside, Sponsors of Tomorrow, Pentium, 386, 486, DX2 and the Intel logo are trademarks of Intel Corporation in the United States and other countries. • *Other names and brands may be claimed as the property of others. • Copyright ©2012 Intel Corporation. Legal Disclaimer
  • 19. Risk Factors The above statements and any others in this document that refer to plans and expectations for the second quarter, the year and the future are forward-looking statements that involve a number of risks and uncertainties. Words such as “anticipates,” “expects,” “intends,” “plans,” “believes,” “seeks,” “estimates,” “may,” “will,” “should” and their variations identify forward-looking statements. Statements that refer to or are based on projections, uncertain events or assumptions also identify forward-looking statements. Many factors could affect Intel’s actual results, and variances from Intel’s current expectations regarding such factors could cause actual results to differ materially from those expressed in these forward-looking statements. Intel presently considers the following to be the important factors that could cause actual results to differ materially from the company’s expectations. Demand could be different from Intel's expectations due to factors including changes in business and economic conditions, including supply constraints and other disruptions affecting customers; customer acceptance of Intel’s and competitors’ products; changes in customer order patterns including order cancellations; and changes in the level of inventory at customers. Uncertainty in global economic and financial conditions poses a risk that consumers and businesses may defer purchases in response to negative financial events, which could negatively affect product demand and other related matters. Intel operates in intensely competitive industries that are characterized by a high percentage of costs that are fixed or difficult to reduce in the short term and product demand that is highly variable and difficult to forecast. Revenue and the gross margin percentage are affected by the timing of Intel product introductions and the demand for and market acceptance of Intel's products; actions taken by Intel's competitors, including product offerings and introductions, marketing programs and pricing pressures and Intel’s response to such actions; and Intel’s ability to respond quickly to technological developments and to incorporate new features into its products. Intel is in the process of transitioning to its next generation of products on 22nm process technology, and there could be execution and timing issues associated with these changes, including products defects and errata and lower than anticipated manufacturing yields. The gross margin percentage could vary significantly from expectations based on capacity utilization; variations in inventory valuation, including variations related to the timing of qualifying products for sale; changes in revenue levels; segment product mix; the timing and execution of the manufacturing ramp and associated costs; start-up costs; excess or obsolete inventory; changes in unit costs; defects or disruptions in the supply of materials or resources; product manufacturing quality/yields; and impairments of long-lived assets, including manufacturing, assembly/test and intangible assets. The majority of Intel’s non-marketable equity investment portfolio balance is concentrated in companies in the flash memory market segment, and declines in this market segment or changes in management’s plans with respect to Intel’s investments in this market segment could result in significant impairment charges, impacting restructuring charges as well as gains/losses on equity investments and interest and other. Intel's results could be affected by adverse economic, social, political and physical/infrastructure conditions in countries where Intel, its customers or its suppliers operate, including military conflict and other security risks, natural disasters, infrastructure disruptions, health concerns and fluctuations in currency exchange rates. Expenses, particularly certain marketing and compensation expenses, as well as restructuring and asset impairment charges, vary depending on the level of demand for Intel's products and the level of revenue and profits. Intel’s results could be affected by the timing of closing of acquisitions and divestitures. Intel's results could be affected by adverse effects associated with product defects and errata (deviations from published specifications), and by litigation or regulatory matters involving intellectual property, stockholder, consumer, antitrust, disclosure and other issues, such as the litigation and regulatory matters described in Intel's SEC reports. An unfavorable ruling could include monetary damages or an injunction prohibiting Intel from manufacturing or selling one or more products, precluding particular business practices, impacting Intel’s ability to design its products, or requiring other remedies such as compulsory licensing of intellectual property. A detailed discussion of these and other factors that could affect Intel’s results is included in Intel’s SEC filings, including the report on Form 10-K for the year ended Dec. 31, 2011. Rev. 4/17/12