SlideShare ist ein Scribd-Unternehmen logo
1 von 25
Downloaden Sie, um offline zu lesen
Danilo Cominotti Marques
Arquiteto de Sistemas (Dextra/Mutant) e Intel Software Innovator
#IntelGameDev 2
Scaling Graphics Performance Effectively
My super
awesome
game
30 FPS
#IntelGameDev 3
Scaling Graphics Performance Effectively
My super
awesome
game
30 FPS
10 FPS
#IntelGameDev 4
Scaling Graphics Performance Effectively
My super
awesome
game
30 FPS
10 FPS 20 FPS
#IntelGameDev 5
Scaling Graphics Performance Effectively
My super
awesome
game
30 FPS
10 FPS 20 FPS
30 FPS
#IntelGameDev 6
Scaling Graphics Performance Effectively
My super
awesome
game
30 FPS
10 FPS 30 FPS+
60 FPS+
Intel® Graphics
Performance
Analyzers
#IntelGameDev 7
Intel® Graphics Performance Analyzers (Intel GPA)
Intel® GPA is a suite of graphics performance tools created by Intel for the
purpose of optimizing games and real-time graphics applications.
System Analyzer
Multi-Frame Analyzer
Trace Analyzer
#IntelGameDev
GPU bound
8
Profiling Workflow
Frame Analysis
Identify Scene
+ +
CPU vs GPU
bound?
Identify Hotspots
Identify Hotspots via instrumentation
CPU bound
#IntelGameDev
GPU bound
9
Profiling Workflow
Frame Analysis
Identify Scene
+ +
CPU vs GPU
bound?
Identify Hotspots
Identify Hotspots via instrumentation
CPU bound
#IntelGameDev
GPU bound
10
Profiling Workflow
Frame Analysis
Identify Scene
+ +
CPU vs GPU
bound?
Identify Hotspots
Identify Hotspots via instrumentation
CPU bound
#IntelGameDev 11
System Analyzer Overview
#IntelGameDev 12
In Application Live Analysis
#IntelGameDev
GPU bound
13
Profiling Workflow
Frame Analysis
Identify Scene
+ +
CPU vs GPU
bound?
Identify Hotspots
Identify Hotspots via instrumentation
CPU bound
#IntelGameDev 14
• New Trace Analyzer UI with
improved collection mechanism
• Collect data from various
sources correlated in one
timeline
• ETW events
• Graphics API calls
• ITT user markers
• Sampled metrics
Trace Analyzer Overview
#IntelGameDev 15
GPU bound vs CPU bound comparison
• Consistent stream of
commands in GPU queue?
• GPU Bound
• Gaps in GPU queue?
• Not VSync bound?
• CPU bound
Not GPU Bound
GPU Bound
#IntelGameDev
GPU bound
16
Profiling Workflow
Frame Analysis
Identify Scene
+ +
CPU vs GPU
bound?
Identify Hotspots
Identify Hotspots via instrumentation
CPU bound
#IntelGameDev
GPU bound
17
CPU Bound
Frame Analysis
Identify Scene
+ +
CPU vs GPU
bound?
Identify Hotspots
Identify Hotspots via instrumentation
CPU bound
#IntelGameDev 18
Game Instrumentation
Instrumentation Alternatives
• ITT
• ETW
• PIX/Graphics API markers
Hotspots from selected region
Dive into region occurrences
#IntelGameDev
GPU bound
20
GPU Bound
Frame Analysis
Identify Scene
+ +
CPU vs GPU
bound?
Identify Hotspots
Identify Hotspots via instrumentation
CPU bound
#IntelGameDev 21
Frame Analyzer Overview
#IntelGameDev 22
Multi-frame Capture and Playback
New in Intel® GPA 2019 R1 Release
• Difficult problems for
single frame analysis
• Debug intermittent
glitches and frame
hitches
• Profile multi-frame
algorithms
• Single frame capture
workflow still
available
#IntelGameDev
GPU bound
23
GPU Bound
• Frame Analysis to identify most expensive calls
• Easy hotspot analysis for automatic bottleneck root cause analyzer
Identify HotspotsFrame Analysis
#IntelGameDev 24
Find most expensive calls
Bottom up approach
#IntelGameDev 25
Find most expensive calls
Top down approach
#IntelGameDev 26
Hotspot Analysis Overview

Weitere ähnliche Inhalte

Was ist angesagt?

Was ist angesagt? (20)

Advanced Single Instruction Multiple Data (SIMD) Programming with Intel® Impl...
Advanced Single Instruction Multiple Data (SIMD) Programming with Intel® Impl...Advanced Single Instruction Multiple Data (SIMD) Programming with Intel® Impl...
Advanced Single Instruction Multiple Data (SIMD) Programming with Intel® Impl...
 
Intel Developer Program
Intel Developer ProgramIntel Developer Program
Intel Developer Program
 
Enhance and Accelerate Your AI and Machine Learning Solution | SIGGRAPH 2019 ...
Enhance and Accelerate Your AI and Machine Learning Solution | SIGGRAPH 2019 ...Enhance and Accelerate Your AI and Machine Learning Solution | SIGGRAPH 2019 ...
Enhance and Accelerate Your AI and Machine Learning Solution | SIGGRAPH 2019 ...
 
More explosions, more chaos, and definitely more blowing stuff up
More explosions, more chaos, and definitely more blowing stuff upMore explosions, more chaos, and definitely more blowing stuff up
More explosions, more chaos, and definitely more blowing stuff up
 
Simple Single Instruction Multiple Data (SIMD) with the Intel® Implicit SPMD ...
Simple Single Instruction Multiple Data (SIMD) with the Intel® Implicit SPMD ...Simple Single Instruction Multiple Data (SIMD) with the Intel® Implicit SPMD ...
Simple Single Instruction Multiple Data (SIMD) with the Intel® Implicit SPMD ...
 
Unleashing Intel® Advanced Vector Extensions 512 (Intel® AVX-512) Inside the ...
Unleashing Intel® Advanced Vector Extensions 512 (Intel® AVX-512) Inside the ...Unleashing Intel® Advanced Vector Extensions 512 (Intel® AVX-512) Inside the ...
Unleashing Intel® Advanced Vector Extensions 512 (Intel® AVX-512) Inside the ...
 
AIDC Summit LA: LA Drones Solution Overview
AIDC Summit LA: LA Drones Solution OverviewAIDC Summit LA: LA Drones Solution Overview
AIDC Summit LA: LA Drones Solution Overview
 
Software AI Accelerators: The Next Frontier | Software for AI Optimization Su...
Software AI Accelerators: The Next Frontier | Software for AI Optimization Su...Software AI Accelerators: The Next Frontier | Software for AI Optimization Su...
Software AI Accelerators: The Next Frontier | Software for AI Optimization Su...
 
Reducing Deep Learning Integration Costs and Maximizing Compute Efficiency| S...
Reducing Deep Learning Integration Costs and Maximizing Compute Efficiency| S...Reducing Deep Learning Integration Costs and Maximizing Compute Efficiency| S...
Reducing Deep Learning Integration Costs and Maximizing Compute Efficiency| S...
 
Advanced Techniques to Accelerate Model Tuning | Software for AI Optimization...
Advanced Techniques to Accelerate Model Tuning | Software for AI Optimization...Advanced Techniques to Accelerate Model Tuning | Software for AI Optimization...
Advanced Techniques to Accelerate Model Tuning | Software for AI Optimization...
 
Intel® Open Image Denoise: Optimized CPU Denoising | SIGGRAPH 2019 Technical ...
Intel® Open Image Denoise: Optimized CPU Denoising | SIGGRAPH 2019 Technical ...Intel® Open Image Denoise: Optimized CPU Denoising | SIGGRAPH 2019 Technical ...
Intel® Open Image Denoise: Optimized CPU Denoising | SIGGRAPH 2019 Technical ...
 
oneAPI: Industry Initiative & Intel Product
oneAPI: Industry Initiative & Intel ProductoneAPI: Industry Initiative & Intel Product
oneAPI: Industry Initiative & Intel Product
 
RenderMan*: The Role of Open Shading Language (OSL) with Intel® Advanced Vect...
RenderMan*: The Role of Open Shading Language (OSL) with Intel® Advanced Vect...RenderMan*: The Role of Open Shading Language (OSL) with Intel® Advanced Vect...
RenderMan*: The Role of Open Shading Language (OSL) with Intel® Advanced Vect...
 
Optimization Deep Dive: Unreal Engine 4 on Intel
Optimization Deep Dive: Unreal Engine 4 on IntelOptimization Deep Dive: Unreal Engine 4 on Intel
Optimization Deep Dive: Unreal Engine 4 on Intel
 
Real-Time Game Optimization with Intel® GPA
Real-Time Game Optimization with Intel® GPAReal-Time Game Optimization with Intel® GPA
Real-Time Game Optimization with Intel® GPA
 
Fast Insights to Optimized Vectorization and Memory Using Cache-aware Rooflin...
Fast Insights to Optimized Vectorization and Memory Using Cache-aware Rooflin...Fast Insights to Optimized Vectorization and Memory Using Cache-aware Rooflin...
Fast Insights to Optimized Vectorization and Memory Using Cache-aware Rooflin...
 
AIDC NY: Applications of Intel AI by QuEST Global - 09.19.2019
AIDC NY: Applications of Intel AI by QuEST Global - 09.19.2019AIDC NY: Applications of Intel AI by QuEST Global - 09.19.2019
AIDC NY: Applications of Intel AI by QuEST Global - 09.19.2019
 
The Architecture of 11th Generation Intel® Processor Graphics
The Architecture of 11th Generation Intel® Processor GraphicsThe Architecture of 11th Generation Intel® Processor Graphics
The Architecture of 11th Generation Intel® Processor Graphics
 
Ray Tracing with Intel® Embree and Intel® OSPRay: Use Cases and Updates | SIG...
Ray Tracing with Intel® Embree and Intel® OSPRay: Use Cases and Updates | SIG...Ray Tracing with Intel® Embree and Intel® OSPRay: Use Cases and Updates | SIG...
Ray Tracing with Intel® Embree and Intel® OSPRay: Use Cases and Updates | SIG...
 
Streamed Cloud Gaming Solutions for Android* and PC Games
Streamed Cloud Gaming Solutions for Android* and PC GamesStreamed Cloud Gaming Solutions for Android* and PC Games
Streamed Cloud Gaming Solutions for Android* and PC Games
 

Ähnlich wie TDC2019 Intel Software Day - Otimizacao grafica com o Intel GPA

Accelerating Real Time Video Analytics on a Heterogenous CPU + FPGA Platform
Accelerating Real Time Video Analytics on a Heterogenous CPU + FPGA PlatformAccelerating Real Time Video Analytics on a Heterogenous CPU + FPGA Platform
Accelerating Real Time Video Analytics on a Heterogenous CPU + FPGA Platform
Databricks
 

Ähnlich wie TDC2019 Intel Software Day - Otimizacao grafica com o Intel GPA (20)

It Doesn't Have to Be Hard: How to Fix Your Performance Woes
It Doesn't Have to Be Hard: How to Fix Your Performance WoesIt Doesn't Have to Be Hard: How to Fix Your Performance Woes
It Doesn't Have to Be Hard: How to Fix Your Performance Woes
 
Improve the performance of your Unity project using Graphics Performance Anal...
Improve the performance of your Unity project using Graphics Performance Anal...Improve the performance of your Unity project using Graphics Performance Anal...
Improve the performance of your Unity project using Graphics Performance Anal...
 
Intel 8th Core G Series with Radeon Vega M
Intel 8th Core G Series with Radeon Vega M Intel 8th Core G Series with Radeon Vega M
Intel 8th Core G Series with Radeon Vega M
 
Designing a pragmatic back-end service for mobile games
Designing a pragmatic back-end service for mobile gamesDesigning a pragmatic back-end service for mobile games
Designing a pragmatic back-end service for mobile games
 
Create Amazing VFX with the Visual Effect Graph
Create Amazing VFX with the Visual Effect GraphCreate Amazing VFX with the Visual Effect Graph
Create Amazing VFX with the Visual Effect Graph
 
Fuel your imagination with a Microsoft Surface Laptop Studio
Fuel your imagination with a Microsoft Surface Laptop StudioFuel your imagination with a Microsoft Surface Laptop Studio
Fuel your imagination with a Microsoft Surface Laptop Studio
 
Amd ces tech day 2018 lisa su
Amd ces tech day 2018 lisa suAmd ces tech day 2018 lisa su
Amd ces tech day 2018 lisa su
 
Scalable AI Solution cross AI platforms
Scalable AI Solution cross AI platformsScalable AI Solution cross AI platforms
Scalable AI Solution cross AI platforms
 
Get results from demanding workflows in less time with the new HP Z8 Fury G5 ...
Get results from demanding workflows in less time with the new HP Z8 Fury G5 ...Get results from demanding workflows in less time with the new HP Z8 Fury G5 ...
Get results from demanding workflows in less time with the new HP Z8 Fury G5 ...
 
Forts and Fights Scaling Performance on Unreal Engine*
Forts and Fights Scaling Performance on Unreal Engine*Forts and Fights Scaling Performance on Unreal Engine*
Forts and Fights Scaling Performance on Unreal Engine*
 
The new HP Z8 Fury G5 Workstation Desktop PC: Crunch through demanding worklo...
The new HP Z8 Fury G5 Workstation Desktop PC: Crunch through demanding worklo...The new HP Z8 Fury G5 Workstation Desktop PC: Crunch through demanding worklo...
The new HP Z8 Fury G5 Workstation Desktop PC: Crunch through demanding worklo...
 
Benchmark of common AI accelerators: NVIDIA GPU vs. Intel Movidius
Benchmark of common AI accelerators: NVIDIA GPU vs. Intel MovidiusBenchmark of common AI accelerators: NVIDIA GPU vs. Intel Movidius
Benchmark of common AI accelerators: NVIDIA GPU vs. Intel Movidius
 
Introduction to Software Defined Visualization (SDVis)
Introduction to Software Defined Visualization (SDVis)Introduction to Software Defined Visualization (SDVis)
Introduction to Software Defined Visualization (SDVis)
 
De Re PlayStation Vita
De Re PlayStation VitaDe Re PlayStation Vita
De Re PlayStation Vita
 
The next generation of GPU APIs for Game Engines
The next generation of GPU APIs for Game EnginesThe next generation of GPU APIs for Game Engines
The next generation of GPU APIs for Game Engines
 
Create a Scalable and Destructible World in HITMAN 2*
Create a Scalable and Destructible World in HITMAN 2*Create a Scalable and Destructible World in HITMAN 2*
Create a Scalable and Destructible World in HITMAN 2*
 
GPU Design on FPGA
GPU Design on FPGAGPU Design on FPGA
GPU Design on FPGA
 
[Unite Seoul 2019] Mali GPU Architecture and Mobile Studio
[Unite Seoul 2019] Mali GPU Architecture and Mobile Studio [Unite Seoul 2019] Mali GPU Architecture and Mobile Studio
[Unite Seoul 2019] Mali GPU Architecture and Mobile Studio
 
Escalate productivity and output with the newest HP ZBook Firefly 14 Mobile W...
Escalate productivity and output with the newest HP ZBook Firefly 14 Mobile W...Escalate productivity and output with the newest HP ZBook Firefly 14 Mobile W...
Escalate productivity and output with the newest HP ZBook Firefly 14 Mobile W...
 
Accelerating Real Time Video Analytics on a Heterogenous CPU + FPGA Platform
Accelerating Real Time Video Analytics on a Heterogenous CPU + FPGA PlatformAccelerating Real Time Video Analytics on a Heterogenous CPU + FPGA Platform
Accelerating Real Time Video Analytics on a Heterogenous CPU + FPGA Platform
 

Mehr von tdc-globalcode

Mehr von tdc-globalcode (20)

TDC2019 Intel Software Day - Visao Computacional e IA a servico da humanidade
TDC2019 Intel Software Day - Visao Computacional e IA a servico da humanidadeTDC2019 Intel Software Day - Visao Computacional e IA a servico da humanidade
TDC2019 Intel Software Day - Visao Computacional e IA a servico da humanidade
 
TDC2019 Intel Software Day - ACATE - Cases de Sucesso
TDC2019 Intel Software Day - ACATE - Cases de SucessoTDC2019 Intel Software Day - ACATE - Cases de Sucesso
TDC2019 Intel Software Day - ACATE - Cases de Sucesso
 
TDC2019 Intel Software Day - Deteccao de objetos em tempo real com OpenVino
TDC2019 Intel Software Day - Deteccao de objetos em tempo real com OpenVinoTDC2019 Intel Software Day - Deteccao de objetos em tempo real com OpenVino
TDC2019 Intel Software Day - Deteccao de objetos em tempo real com OpenVino
 
TDC2019 Intel Software Day - OpenCV: Inteligencia artificial e Visao Computac...
TDC2019 Intel Software Day - OpenCV: Inteligencia artificial e Visao Computac...TDC2019 Intel Software Day - OpenCV: Inteligencia artificial e Visao Computac...
TDC2019 Intel Software Day - OpenCV: Inteligencia artificial e Visao Computac...
 
Trilha BigData - Banco de Dados Orientado a Grafos na Seguranca Publica
Trilha BigData - Banco de Dados Orientado a Grafos na Seguranca PublicaTrilha BigData - Banco de Dados Orientado a Grafos na Seguranca Publica
Trilha BigData - Banco de Dados Orientado a Grafos na Seguranca Publica
 
Trilha .Net - Programacao funcional usando f#
Trilha .Net - Programacao funcional usando f#Trilha .Net - Programacao funcional usando f#
Trilha .Net - Programacao funcional usando f#
 
TDC2018SP | Trilha Go - Case Easylocus
TDC2018SP | Trilha Go - Case EasylocusTDC2018SP | Trilha Go - Case Easylocus
TDC2018SP | Trilha Go - Case Easylocus
 
TDC2018SP | Trilha Modern Web - Para onde caminha a Web?
TDC2018SP | Trilha Modern Web - Para onde caminha a Web?TDC2018SP | Trilha Modern Web - Para onde caminha a Web?
TDC2018SP | Trilha Modern Web - Para onde caminha a Web?
 
TDC2018SP | Trilha Go - Clean architecture em Golang
TDC2018SP | Trilha Go - Clean architecture em GolangTDC2018SP | Trilha Go - Clean architecture em Golang
TDC2018SP | Trilha Go - Clean architecture em Golang
 
TDC2018SP | Trilha Go - "Go" tambem e linguagem de QA
TDC2018SP | Trilha Go - "Go" tambem e linguagem de QATDC2018SP | Trilha Go - "Go" tambem e linguagem de QA
TDC2018SP | Trilha Go - "Go" tambem e linguagem de QA
 
TDC2018SP | Trilha Mobile - Digital Wallets - Seguranca, inovacao e tendencia
TDC2018SP | Trilha Mobile - Digital Wallets - Seguranca, inovacao e tendenciaTDC2018SP | Trilha Mobile - Digital Wallets - Seguranca, inovacao e tendencia
TDC2018SP | Trilha Mobile - Digital Wallets - Seguranca, inovacao e tendencia
 
TDC2018SP | Trilha .Net - Real Time apps com Azure SignalR Service
TDC2018SP | Trilha .Net - Real Time apps com Azure SignalR ServiceTDC2018SP | Trilha .Net - Real Time apps com Azure SignalR Service
TDC2018SP | Trilha .Net - Real Time apps com Azure SignalR Service
 
TDC2018SP | Trilha .Net - Passado, Presente e Futuro do .NET
TDC2018SP | Trilha .Net - Passado, Presente e Futuro do .NETTDC2018SP | Trilha .Net - Passado, Presente e Futuro do .NET
TDC2018SP | Trilha .Net - Passado, Presente e Futuro do .NET
 
TDC2018SP | Trilha .Net - Novidades do C# 7 e 8
TDC2018SP | Trilha .Net - Novidades do C# 7 e 8TDC2018SP | Trilha .Net - Novidades do C# 7 e 8
TDC2018SP | Trilha .Net - Novidades do C# 7 e 8
 
TDC2018SP | Trilha .Net - Obtendo metricas com TDD utilizando build automatiz...
TDC2018SP | Trilha .Net - Obtendo metricas com TDD utilizando build automatiz...TDC2018SP | Trilha .Net - Obtendo metricas com TDD utilizando build automatiz...
TDC2018SP | Trilha .Net - Obtendo metricas com TDD utilizando build automatiz...
 
TDC2018SP | Trilha .Net - .NET funcional com F#
TDC2018SP | Trilha .Net - .NET funcional com F#TDC2018SP | Trilha .Net - .NET funcional com F#
TDC2018SP | Trilha .Net - .NET funcional com F#
 
TDC2018SP | Trilha .Net - Crie SPAs com Razor e C# usando Blazor em .Net Core
TDC2018SP | Trilha .Net - Crie SPAs com Razor e C# usando Blazor  em .Net CoreTDC2018SP | Trilha .Net - Crie SPAs com Razor e C# usando Blazor  em .Net Core
TDC2018SP | Trilha .Net - Crie SPAs com Razor e C# usando Blazor em .Net Core
 
TDC2018SP | Trilha .Net - Novidades do ASP.NET Core 2.1
TDC2018SP | Trilha .Net - Novidades do ASP.NET Core 2.1TDC2018SP | Trilha .Net - Novidades do ASP.NET Core 2.1
TDC2018SP | Trilha .Net - Novidades do ASP.NET Core 2.1
 
TDC2018SP | Trilha BigData - Big Data Governance - Como estabelecer uma Gover...
TDC2018SP | Trilha BigData - Big Data Governance - Como estabelecer uma Gover...TDC2018SP | Trilha BigData - Big Data Governance - Como estabelecer uma Gover...
TDC2018SP | Trilha BigData - Big Data Governance - Como estabelecer uma Gover...
 
TDC2018SP | Trilha BigData - Mais Falados - Usando a Interacao Social para a ...
TDC2018SP | Trilha BigData - Mais Falados - Usando a Interacao Social para a ...TDC2018SP | Trilha BigData - Mais Falados - Usando a Interacao Social para a ...
TDC2018SP | Trilha BigData - Mais Falados - Usando a Interacao Social para a ...
 

Kürzlich hochgeladen

Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
KarakKing
 

Kürzlich hochgeladen (20)

SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptx
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
 
NO1 Top Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Ex...
NO1 Top Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Ex...NO1 Top Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Ex...
NO1 Top Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Ex...
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
Plant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxPlant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptx
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
Towards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptxTowards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptx
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptxExploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
 

TDC2019 Intel Software Day - Otimizacao grafica com o Intel GPA