SlideShare une entreprise Scribd logo
1  sur  45
The Intersection of  Game Engines & GPUs: Current & Future Johan Andersson Rendering Architect 2.5
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Frostbite ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
BFBC screenshot
BFBC screenshot
 
Graph-based surface shaders ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
Shader permutations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Shader subroutines ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Rendering & Parallelization
Jobs ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Rendering jobs ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Parallel command buffer recording  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
DX10 parallel command buffer rec. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
PS3 geometry processing (1/2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
PS3 geometry processing (2/2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Occlusion culling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Software occlusion culling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
GPU occlusion culling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Texturing
Texture formats ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],RGB DXT1 mask DXT color bleed
 
Future texture sampling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Terrain heightmap Derived normals [2]
 
Current sparse textures ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source mask Atlas texture
HW sparse textures ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cached Procedural Unique Texturing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Raytracing
Raytracing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mirror’s Edge
Raytraced reflections wanted ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mirror’s Edge Soft reflections
GPGPU
GPGPU uses ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CUDA DOF post-process filter ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Circle of confusion map Output
GPU Compute programming model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object]
Questions? Contact: johan.andersson@dice.se
References ,[object Object],[object Object],[object Object],[object Object],[object Object]
Bonus slides
Real-time REYES ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Terrain detail ,[object Object],[object Object]
Texture arrays ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Other raytracing uses ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Contenu connexe

Tendances

Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)Tiago Sousa
 
Secrets of CryENGINE 3 Graphics Technology
Secrets of CryENGINE 3 Graphics TechnologySecrets of CryENGINE 3 Graphics Technology
Secrets of CryENGINE 3 Graphics TechnologyTiago Sousa
 
4K Checkerboard in Battlefield 1 and Mass Effect Andromeda
4K Checkerboard in Battlefield 1 and Mass Effect Andromeda4K Checkerboard in Battlefield 1 and Mass Effect Andromeda
4K Checkerboard in Battlefield 1 and Mass Effect AndromedaElectronic Arts / DICE
 
Physically Based and Unified Volumetric Rendering in Frostbite
Physically Based and Unified Volumetric Rendering in FrostbitePhysically Based and Unified Volumetric Rendering in Frostbite
Physically Based and Unified Volumetric Rendering in FrostbiteElectronic Arts / DICE
 
Real-Time Global Illumination Techniques
Real-Time Global Illumination TechniquesReal-Time Global Illumination Techniques
Real-Time Global Illumination TechniquesJangho Lee
 
Siggraph2016 - The Devil is in the Details: idTech 666
Siggraph2016 - The Devil is in the Details: idTech 666Siggraph2016 - The Devil is in the Details: idTech 666
Siggraph2016 - The Devil is in the Details: idTech 666Tiago Sousa
 
A Bit More Deferred Cry Engine3
A Bit More Deferred   Cry Engine3A Bit More Deferred   Cry Engine3
A Bit More Deferred Cry Engine3guest11b095
 
Destruction Masking in Frostbite 2 using Volume Distance Fields
Destruction Masking in Frostbite 2 using Volume Distance FieldsDestruction Masking in Frostbite 2 using Volume Distance Fields
Destruction Masking in Frostbite 2 using Volume Distance FieldsElectronic Arts / DICE
 
FrameGraph: Extensible Rendering Architecture in Frostbite
FrameGraph: Extensible Rendering Architecture in FrostbiteFrameGraph: Extensible Rendering Architecture in Frostbite
FrameGraph: Extensible Rendering Architecture in FrostbiteElectronic Arts / DICE
 
Five Rendering Ideas from Battlefield 3 & Need For Speed: The Run
Five Rendering Ideas from Battlefield 3 & Need For Speed: The RunFive Rendering Ideas from Battlefield 3 & Need For Speed: The Run
Five Rendering Ideas from Battlefield 3 & Need For Speed: The RunElectronic Arts / DICE
 
HPG 2018 - Game Ray Tracing: State-of-the-Art and Open Problems
HPG 2018 - Game Ray Tracing: State-of-the-Art and Open ProblemsHPG 2018 - Game Ray Tracing: State-of-the-Art and Open Problems
HPG 2018 - Game Ray Tracing: State-of-the-Art and Open ProblemsElectronic Arts / DICE
 
Lighting of Killzone: Shadow Fall
Lighting of Killzone: Shadow FallLighting of Killzone: Shadow Fall
Lighting of Killzone: Shadow FallGuerrilla
 
Calibrating Lighting and Materials in Far Cry 3
Calibrating Lighting and Materials in Far Cry 3Calibrating Lighting and Materials in Far Cry 3
Calibrating Lighting and Materials in Far Cry 3stevemcauley
 
Decima Engine: Visibility in Horizon Zero Dawn
Decima Engine: Visibility in Horizon Zero DawnDecima Engine: Visibility in Horizon Zero Dawn
Decima Engine: Visibility in Horizon Zero DawnGuerrilla
 
The Rendering Technology of 'Lords of the Fallen' (Game Connection Europe 2014)
The Rendering Technology of 'Lords of the Fallen' (Game Connection Europe 2014)The Rendering Technology of 'Lords of the Fallen' (Game Connection Europe 2014)
The Rendering Technology of 'Lords of the Fallen' (Game Connection Europe 2014)Philip Hammer
 

Tendances (20)

Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)
 
Secrets of CryENGINE 3 Graphics Technology
Secrets of CryENGINE 3 Graphics TechnologySecrets of CryENGINE 3 Graphics Technology
Secrets of CryENGINE 3 Graphics Technology
 
4K Checkerboard in Battlefield 1 and Mass Effect Andromeda
4K Checkerboard in Battlefield 1 and Mass Effect Andromeda4K Checkerboard in Battlefield 1 and Mass Effect Andromeda
4K Checkerboard in Battlefield 1 and Mass Effect Andromeda
 
Physically Based and Unified Volumetric Rendering in Frostbite
Physically Based and Unified Volumetric Rendering in FrostbitePhysically Based and Unified Volumetric Rendering in Frostbite
Physically Based and Unified Volumetric Rendering in Frostbite
 
Real-Time Global Illumination Techniques
Real-Time Global Illumination TechniquesReal-Time Global Illumination Techniques
Real-Time Global Illumination Techniques
 
Siggraph2016 - The Devil is in the Details: idTech 666
Siggraph2016 - The Devil is in the Details: idTech 666Siggraph2016 - The Devil is in the Details: idTech 666
Siggraph2016 - The Devil is in the Details: idTech 666
 
A Bit More Deferred Cry Engine3
A Bit More Deferred   Cry Engine3A Bit More Deferred   Cry Engine3
A Bit More Deferred Cry Engine3
 
Lighting the City of Glass
Lighting the City of GlassLighting the City of Glass
Lighting the City of Glass
 
Destruction Masking in Frostbite 2 using Volume Distance Fields
Destruction Masking in Frostbite 2 using Volume Distance FieldsDestruction Masking in Frostbite 2 using Volume Distance Fields
Destruction Masking in Frostbite 2 using Volume Distance Fields
 
FrameGraph: Extensible Rendering Architecture in Frostbite
FrameGraph: Extensible Rendering Architecture in FrostbiteFrameGraph: Extensible Rendering Architecture in Frostbite
FrameGraph: Extensible Rendering Architecture in Frostbite
 
A Real-time Radiosity Architecture
A Real-time Radiosity ArchitectureA Real-time Radiosity Architecture
A Real-time Radiosity Architecture
 
Five Rendering Ideas from Battlefield 3 & Need For Speed: The Run
Five Rendering Ideas from Battlefield 3 & Need For Speed: The RunFive Rendering Ideas from Battlefield 3 & Need For Speed: The Run
Five Rendering Ideas from Battlefield 3 & Need For Speed: The Run
 
Frostbite on Mobile
Frostbite on MobileFrostbite on Mobile
Frostbite on Mobile
 
HPG 2018 - Game Ray Tracing: State-of-the-Art and Open Problems
HPG 2018 - Game Ray Tracing: State-of-the-Art and Open ProblemsHPG 2018 - Game Ray Tracing: State-of-the-Art and Open Problems
HPG 2018 - Game Ray Tracing: State-of-the-Art and Open Problems
 
Lighting you up in Battlefield 3
Lighting you up in Battlefield 3Lighting you up in Battlefield 3
Lighting you up in Battlefield 3
 
Lighting of Killzone: Shadow Fall
Lighting of Killzone: Shadow FallLighting of Killzone: Shadow Fall
Lighting of Killzone: Shadow Fall
 
Calibrating Lighting and Materials in Far Cry 3
Calibrating Lighting and Materials in Far Cry 3Calibrating Lighting and Materials in Far Cry 3
Calibrating Lighting and Materials in Far Cry 3
 
Decima Engine: Visibility in Horizon Zero Dawn
Decima Engine: Visibility in Horizon Zero DawnDecima Engine: Visibility in Horizon Zero Dawn
Decima Engine: Visibility in Horizon Zero Dawn
 
Shiny PC Graphics in Battlefield 3
Shiny PC Graphics in Battlefield 3Shiny PC Graphics in Battlefield 3
Shiny PC Graphics in Battlefield 3
 
The Rendering Technology of 'Lords of the Fallen' (Game Connection Europe 2014)
The Rendering Technology of 'Lords of the Fallen' (Game Connection Europe 2014)The Rendering Technology of 'Lords of the Fallen' (Game Connection Europe 2014)
The Rendering Technology of 'Lords of the Fallen' (Game Connection Europe 2014)
 

En vedette

Parallel Futures of a Game Engine
Parallel Futures of a Game EngineParallel Futures of a Game Engine
Parallel Futures of a Game EngineJohan Andersson
 
Parallel Futures of a Game Engine (v2.0)
Parallel Futures of a Game Engine (v2.0)Parallel Futures of a Game Engine (v2.0)
Parallel Futures of a Game Engine (v2.0)Johan Andersson
 
Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09)
 	 Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09) 	 Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09)
Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09)Johan Andersson
 
The Rendering Pipeline - Challenges & Next Steps
The Rendering Pipeline - Challenges & Next StepsThe Rendering Pipeline - Challenges & Next Steps
The Rendering Pipeline - Challenges & Next StepsJohan Andersson
 
Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)
Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)
Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)Johan Andersson
 
5 Major Challenges in Real-time Rendering (2012)
5 Major Challenges in Real-time Rendering (2012)5 Major Challenges in Real-time Rendering (2012)
5 Major Challenges in Real-time Rendering (2012)Electronic Arts / DICE
 
High Dynamic Range color grading and display in Frostbite
High Dynamic Range color grading and display in FrostbiteHigh Dynamic Range color grading and display in Frostbite
High Dynamic Range color grading and display in FrostbiteElectronic Arts / DICE
 
Audio for Multiplayer & Beyond - Mixing Case Studies From Battlefield: Bad Co...
Audio for Multiplayer & Beyond - Mixing Case Studies From Battlefield: Bad Co...Audio for Multiplayer & Beyond - Mixing Case Studies From Battlefield: Bad Co...
Audio for Multiplayer & Beyond - Mixing Case Studies From Battlefield: Bad Co...Electronic Arts / DICE
 
Executable Bloat - How it happens and how we can fight it
Executable Bloat - How it happens and how we can fight itExecutable Bloat - How it happens and how we can fight it
Executable Bloat - How it happens and how we can fight itElectronic Arts / DICE
 
5 Major Challenges in Interactive Rendering
5 Major Challenges in Interactive Rendering5 Major Challenges in Interactive Rendering
5 Major Challenges in Interactive RenderingElectronic Arts / DICE
 
How High Dynamic Range Audio Makes Battlefield: Bad Company Go BOOM
How High Dynamic Range Audio Makes Battlefield: Bad Company Go BOOMHow High Dynamic Range Audio Makes Battlefield: Bad Company Go BOOM
How High Dynamic Range Audio Makes Battlefield: Bad Company Go BOOMAnders Clerwall
 
Photogrammetry and Star Wars Battlefront
Photogrammetry and Star Wars BattlefrontPhotogrammetry and Star Wars Battlefront
Photogrammetry and Star Wars BattlefrontElectronic Arts / DICE
 

En vedette (18)

Parallel Futures of a Game Engine
Parallel Futures of a Game EngineParallel Futures of a Game Engine
Parallel Futures of a Game Engine
 
Parallel Futures of a Game Engine (v2.0)
Parallel Futures of a Game Engine (v2.0)Parallel Futures of a Game Engine (v2.0)
Parallel Futures of a Game Engine (v2.0)
 
Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09)
 	 Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09) 	 Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09)
Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09)
 
Bending the Graphics Pipeline
Bending the Graphics PipelineBending the Graphics Pipeline
Bending the Graphics Pipeline
 
The Rendering Pipeline - Challenges & Next Steps
The Rendering Pipeline - Challenges & Next StepsThe Rendering Pipeline - Challenges & Next Steps
The Rendering Pipeline - Challenges & Next Steps
 
Scope Stack Allocation
Scope Stack AllocationScope Stack Allocation
Scope Stack Allocation
 
Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)
Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)
Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)
 
5 Major Challenges in Real-time Rendering (2012)
5 Major Challenges in Real-time Rendering (2012)5 Major Challenges in Real-time Rendering (2012)
5 Major Challenges in Real-time Rendering (2012)
 
High Dynamic Range color grading and display in Frostbite
High Dynamic Range color grading and display in FrostbiteHigh Dynamic Range color grading and display in Frostbite
High Dynamic Range color grading and display in Frostbite
 
Introduction to Data Oriented Design
Introduction to Data Oriented DesignIntroduction to Data Oriented Design
Introduction to Data Oriented Design
 
Audio for Multiplayer & Beyond - Mixing Case Studies From Battlefield: Bad Co...
Audio for Multiplayer & Beyond - Mixing Case Studies From Battlefield: Bad Co...Audio for Multiplayer & Beyond - Mixing Case Studies From Battlefield: Bad Co...
Audio for Multiplayer & Beyond - Mixing Case Studies From Battlefield: Bad Co...
 
Executable Bloat - How it happens and how we can fight it
Executable Bloat - How it happens and how we can fight itExecutable Bloat - How it happens and how we can fight it
Executable Bloat - How it happens and how we can fight it
 
5 Major Challenges in Interactive Rendering
5 Major Challenges in Interactive Rendering5 Major Challenges in Interactive Rendering
5 Major Challenges in Interactive Rendering
 
How High Dynamic Range Audio Makes Battlefield: Bad Company Go BOOM
How High Dynamic Range Audio Makes Battlefield: Bad Company Go BOOMHow High Dynamic Range Audio Makes Battlefield: Bad Company Go BOOM
How High Dynamic Range Audio Makes Battlefield: Bad Company Go BOOM
 
Mantle for Developers
Mantle for DevelopersMantle for Developers
Mantle for Developers
 
Rendering Battlefield 4 with Mantle
Rendering Battlefield 4 with MantleRendering Battlefield 4 with Mantle
Rendering Battlefield 4 with Mantle
 
Stochastic Screen-Space Reflections
Stochastic Screen-Space ReflectionsStochastic Screen-Space Reflections
Stochastic Screen-Space Reflections
 
Photogrammetry and Star Wars Battlefront
Photogrammetry and Star Wars BattlefrontPhotogrammetry and Star Wars Battlefront
Photogrammetry and Star Wars Battlefront
 

Similaire à The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware 2008)

D3 D10 Unleashed New Features And Effects
D3 D10 Unleashed   New Features And EffectsD3 D10 Unleashed   New Features And Effects
D3 D10 Unleashed New Features And EffectsThomas Goddard
 
Unite 2013 optimizing unity games for mobile platforms
Unite 2013 optimizing unity games for mobile platformsUnite 2013 optimizing unity games for mobile platforms
Unite 2013 optimizing unity games for mobile platformsナム-Nam Nguyễn
 
FGS 2011: Making A Game With Molehill: Zombie Tycoon
FGS 2011: Making A Game With Molehill: Zombie TycoonFGS 2011: Making A Game With Molehill: Zombie Tycoon
FGS 2011: Making A Game With Molehill: Zombie Tycoonmochimedia
 
Gpu presentation
Gpu presentationGpu presentation
Gpu presentationspartasoft
 
PhD defense talk (portfolio of my expertise)
PhD defense talk (portfolio of my expertise)PhD defense talk (portfolio of my expertise)
PhD defense talk (portfolio of my expertise)Gernot Ziegler
 
NVIDIA Graphics, Cg, and Transparency
NVIDIA Graphics, Cg, and TransparencyNVIDIA Graphics, Cg, and Transparency
NVIDIA Graphics, Cg, and TransparencyMark Kilgard
 
Keynote (Johan Andersson) - Mantle for Developers - by Johan Andersson, Techn...
Keynote (Johan Andersson) - Mantle for Developers - by Johan Andersson, Techn...Keynote (Johan Andersson) - Mantle for Developers - by Johan Andersson, Techn...
Keynote (Johan Andersson) - Mantle for Developers - by Johan Andersson, Techn...AMD Developer Central
 
LIAO TSEN YUNG Cover Letter
LIAO TSEN YUNG Cover LetterLIAO TSEN YUNG Cover Letter
LIAO TSEN YUNG Cover LetterTsen Yung Liao
 
Monte Carlo on GPUs
Monte Carlo on GPUsMonte Carlo on GPUs
Monte Carlo on GPUsfcassier
 
Visibility Optimization for Games
Visibility Optimization for GamesVisibility Optimization for Games
Visibility Optimization for GamesUmbra
 
Visibility Optimization for Games
Visibility Optimization for GamesVisibility Optimization for Games
Visibility Optimization for GamesSampo Lappalainen
 
Introduction To Massive Model Visualization
Introduction To Massive Model VisualizationIntroduction To Massive Model Visualization
Introduction To Massive Model Visualizationpjcozzi
 
Evolution of the modern graphics architectures with a focus on GPUs | Turing1...
Evolution of the modern graphics architectures with a focus on GPUs | Turing1...Evolution of the modern graphics architectures with a focus on GPUs | Turing1...
Evolution of the modern graphics architectures with a focus on GPUs | Turing1...Persistent Systems Ltd.
 
Crysis 2-key-rendering-features
Crysis 2-key-rendering-featuresCrysis 2-key-rendering-features
Crysis 2-key-rendering-featuresRaimundo Renato
 
Commandlistsiggraphasia2014 141204005310-conversion-gate02
Commandlistsiggraphasia2014 141204005310-conversion-gate02Commandlistsiggraphasia2014 141204005310-conversion-gate02
Commandlistsiggraphasia2014 141204005310-conversion-gate02RubnCuesta2
 
Your Game Needs Direct3D 11, So Get Started Now!
Your Game Needs Direct3D 11, So Get Started Now!Your Game Needs Direct3D 11, So Get Started Now!
Your Game Needs Direct3D 11, So Get Started Now!Johan Andersson
 
565 Alpha Chun-Fu Chao
565 Alpha Chun-Fu Chao565 Alpha Chun-Fu Chao
565 Alpha Chun-Fu ChaoFrank Chao
 
Advanced Graphics Workshop - GFX2011
Advanced Graphics Workshop - GFX2011Advanced Graphics Workshop - GFX2011
Advanced Graphics Workshop - GFX2011Prabindh Sundareson
 
Gpu with cuda architecture
Gpu with cuda architectureGpu with cuda architecture
Gpu with cuda architectureDhaval Kaneria
 

Similaire à The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware 2008) (20)

D3 D10 Unleashed New Features And Effects
D3 D10 Unleashed   New Features And EffectsD3 D10 Unleashed   New Features And Effects
D3 D10 Unleashed New Features And Effects
 
Unite 2013 optimizing unity games for mobile platforms
Unite 2013 optimizing unity games for mobile platformsUnite 2013 optimizing unity games for mobile platforms
Unite 2013 optimizing unity games for mobile platforms
 
FGS 2011: Making A Game With Molehill: Zombie Tycoon
FGS 2011: Making A Game With Molehill: Zombie TycoonFGS 2011: Making A Game With Molehill: Zombie Tycoon
FGS 2011: Making A Game With Molehill: Zombie Tycoon
 
Gpu presentation
Gpu presentationGpu presentation
Gpu presentation
 
PhD defense talk (portfolio of my expertise)
PhD defense talk (portfolio of my expertise)PhD defense talk (portfolio of my expertise)
PhD defense talk (portfolio of my expertise)
 
NVIDIA Graphics, Cg, and Transparency
NVIDIA Graphics, Cg, and TransparencyNVIDIA Graphics, Cg, and Transparency
NVIDIA Graphics, Cg, and Transparency
 
Keynote (Johan Andersson) - Mantle for Developers - by Johan Andersson, Techn...
Keynote (Johan Andersson) - Mantle for Developers - by Johan Andersson, Techn...Keynote (Johan Andersson) - Mantle for Developers - by Johan Andersson, Techn...
Keynote (Johan Andersson) - Mantle for Developers - by Johan Andersson, Techn...
 
LIAO TSEN YUNG Cover Letter
LIAO TSEN YUNG Cover LetterLIAO TSEN YUNG Cover Letter
LIAO TSEN YUNG Cover Letter
 
Gpu
GpuGpu
Gpu
 
Monte Carlo on GPUs
Monte Carlo on GPUsMonte Carlo on GPUs
Monte Carlo on GPUs
 
Visibility Optimization for Games
Visibility Optimization for GamesVisibility Optimization for Games
Visibility Optimization for Games
 
Visibility Optimization for Games
Visibility Optimization for GamesVisibility Optimization for Games
Visibility Optimization for Games
 
Introduction To Massive Model Visualization
Introduction To Massive Model VisualizationIntroduction To Massive Model Visualization
Introduction To Massive Model Visualization
 
Evolution of the modern graphics architectures with a focus on GPUs | Turing1...
Evolution of the modern graphics architectures with a focus on GPUs | Turing1...Evolution of the modern graphics architectures with a focus on GPUs | Turing1...
Evolution of the modern graphics architectures with a focus on GPUs | Turing1...
 
Crysis 2-key-rendering-features
Crysis 2-key-rendering-featuresCrysis 2-key-rendering-features
Crysis 2-key-rendering-features
 
Commandlistsiggraphasia2014 141204005310-conversion-gate02
Commandlistsiggraphasia2014 141204005310-conversion-gate02Commandlistsiggraphasia2014 141204005310-conversion-gate02
Commandlistsiggraphasia2014 141204005310-conversion-gate02
 
Your Game Needs Direct3D 11, So Get Started Now!
Your Game Needs Direct3D 11, So Get Started Now!Your Game Needs Direct3D 11, So Get Started Now!
Your Game Needs Direct3D 11, So Get Started Now!
 
565 Alpha Chun-Fu Chao
565 Alpha Chun-Fu Chao565 Alpha Chun-Fu Chao
565 Alpha Chun-Fu Chao
 
Advanced Graphics Workshop - GFX2011
Advanced Graphics Workshop - GFX2011Advanced Graphics Workshop - GFX2011
Advanced Graphics Workshop - GFX2011
 
Gpu with cuda architecture
Gpu with cuda architectureGpu with cuda architecture
Gpu with cuda architecture
 

Dernier

DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesZilliz
 
Training state-of-the-art general text embedding
Training state-of-the-art general text embeddingTraining state-of-the-art general text embedding
Training state-of-the-art general text embeddingZilliz
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 

Dernier (20)

DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector Databases
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Training state-of-the-art general text embedding
Training state-of-the-art general text embeddingTraining state-of-the-art general text embedding
Training state-of-the-art general text embedding
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 

The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware 2008)