SlideShare a Scribd company logo

FIR filter on GPU

•Download as PPT, PDF•
•
Alexey Smirnov
Alexey Smirnov
TechnologyArt & Photos
1 of 21
An Implementation of a FIR Filter on a GPU Alexey Smirnov and Tzi-cker Chiueh ECSL Research Seminar 9/13/05
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object]
Computation and Bandwidth Rates ,[object Object],[object Object]
GPU Computing Background ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Rendering APIs ,[object Object],[object Object],[object Object],[object Object]
GPU Program Architecture ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Input Data Representation ,[object Object],[object Object]
Related Work ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
FIR Filter Definition ,[object Object],[object Object]
Other Relevant Transformations ,[object Object],[object Object]
FIR Filter on a GPU
FIR Filter’s Loop ,[object Object],[object Object]
FIR Filter’s Loop ,[object Object],[object Object]
Fragment Program
Optimizations ,[object Object],[object Object],[object Object],[object Object],[object Object]
Performance Evaluation: FIR Filter
Performance of FreqXlating FIR Filter
Performance of Hilbert Transformation
Conclusion ,[object Object],[object Object],[object Object],[object Object]
Future Work ,[object Object],[object Object],[object Object]

Recommended

DUSK - Develop at Userland Install into Kernel
DUSK - Develop at Userland Install into KernelDUSK - Develop at Userland Install into Kernel
DUSK - Develop at Userland Install into KernelAlexey Smirnov
 
05 defense
05 defense05 defense
05 defenseRuben Vandamme
 
Threading Successes 03 Gamebryo
Threading Successes 03 GamebryoThreading Successes 03 Gamebryo
Threading Successes 03 Gamebryoguest40fc7cd
 
Linux rumpkernel - ABC2018 (AsiaBSDCon 2018)
Linux rumpkernel - ABC2018 (AsiaBSDCon 2018)Linux rumpkernel - ABC2018 (AsiaBSDCon 2018)
Linux rumpkernel - ABC2018 (AsiaBSDCon 2018)Hajime Tazaki
 
BPF Hardware Offload Deep Dive
BPF Hardware Offload Deep DiveBPF Hardware Offload Deep Dive
BPF Hardware Offload Deep DiveNetronome
 
09 accelerators
09 accelerators09 accelerators
09 acceleratorsMurali M
 
Keynote (Mike Muller) - Is There Anything New in Heterogeneous Computing - by...
Keynote (Mike Muller) - Is There Anything New in Heterogeneous Computing - by...Keynote (Mike Muller) - Is There Anything New in Heterogeneous Computing - by...
Keynote (Mike Muller) - Is There Anything New in Heterogeneous Computing - by...AMD Developer Central
 
Inference accelerators
Inference acceleratorsInference accelerators
Inference acceleratorsDarshanG13
 

Recommended

DUSK - Develop at Userland Install into Kernel
DUSK - Develop at Userland Install into KernelDUSK - Develop at Userland Install into Kernel
DUSK - Develop at Userland Install into KernelAlexey Smirnov
 
05 defense
05 defense05 defense
05 defenseRuben Vandamme
 
Threading Successes 03 Gamebryo
Threading Successes 03 GamebryoThreading Successes 03 Gamebryo
Threading Successes 03 Gamebryoguest40fc7cd
 
Linux rumpkernel - ABC2018 (AsiaBSDCon 2018)
Linux rumpkernel - ABC2018 (AsiaBSDCon 2018)Linux rumpkernel - ABC2018 (AsiaBSDCon 2018)
Linux rumpkernel - ABC2018 (AsiaBSDCon 2018)Hajime Tazaki
 
BPF Hardware Offload Deep Dive
BPF Hardware Offload Deep DiveBPF Hardware Offload Deep Dive
BPF Hardware Offload Deep DiveNetronome
 
09 accelerators
09 accelerators09 accelerators
09 acceleratorsMurali M
 
Keynote (Mike Muller) - Is There Anything New in Heterogeneous Computing - by...
Keynote (Mike Muller) - Is There Anything New in Heterogeneous Computing - by...Keynote (Mike Muller) - Is There Anything New in Heterogeneous Computing - by...
Keynote (Mike Muller) - Is There Anything New in Heterogeneous Computing - by...AMD Developer Central
 
Inference accelerators
Inference acceleratorsInference accelerators
Inference acceleratorsDarshanG13
 
Programming Languages & Tools for Higher Performance & Productivity
Programming Languages & Tools for Higher Performance & ProductivityProgramming Languages & Tools for Higher Performance & Productivity
Programming Languages & Tools for Higher Performance & ProductivityLinaro
 
Shoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUs
Shoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUsShoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUs
Shoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUsJiannan Ouyang, PhD
 
Library Operating System for Linux #netdev01
Library Operating System for Linux #netdev01Library Operating System for Linux #netdev01
Library Operating System for Linux #netdev01Hajime Tazaki
 
Network Stack in Userspace (NUSE)
Network Stack in Userspace (NUSE)Network Stack in Userspace (NUSE)
Network Stack in Userspace (NUSE)Hajime Tazaki
 
Network stack personality in Android phone - netdev 2.2
Network stack personality in Android phone - netdev 2.2Network stack personality in Android phone - netdev 2.2
Network stack personality in Android phone - netdev 2.2Hajime Tazaki
 
Playing BBR with a userspace network stack
Playing BBR with a userspace network stackPlaying BBR with a userspace network stack
Playing BBR with a userspace network stackHajime Tazaki
 
Direct Code Execution - LinuxCon Japan 2014
Direct Code Execution - LinuxCon Japan 2014Direct Code Execution - LinuxCon Japan 2014
Direct Code Execution - LinuxCon Japan 2014Hajime Tazaki
 
Kernel Proc Connector and Containers
Kernel Proc Connector and ContainersKernel Proc Connector and Containers
Kernel Proc Connector and ContainersKernel TLV
 
eBPF Perf Tools 2019
eBPF Perf Tools 2019eBPF Perf Tools 2019
eBPF Perf Tools 2019Brendan Gregg
 
Linux Kernel Library - Reusing Monolithic Kernel
Linux Kernel Library - Reusing Monolithic KernelLinux Kernel Library - Reusing Monolithic Kernel
Linux Kernel Library - Reusing Monolithic KernelHajime Tazaki
 
Achieving Performance Isolation with Lightweight Co-Kernels
Achieving Performance Isolation with Lightweight Co-KernelsAchieving Performance Isolation with Lightweight Co-Kernels
Achieving Performance Isolation with Lightweight Co-KernelsJiannan Ouyang, PhD
 
DockerCon 2017 - Cilium - Network and Application Security with BPF and XDP
DockerCon 2017 - Cilium - Network and Application Security with BPF and XDPDockerCon 2017 - Cilium - Network and Application Security with BPF and XDP
DockerCon 2017 - Cilium - Network and Application Security with BPF and XDPThomas Graf
 
LibOS as a regression test framework for Linux networking #netdev1.1
LibOS as a regression test framework for Linux networking #netdev1.1LibOS as a regression test framework for Linux networking #netdev1.1
LibOS as a regression test framework for Linux networking #netdev1.1Hajime Tazaki
 
Direct Code Execution @ CoNEXT 2013
Direct Code Execution @ CoNEXT 2013Direct Code Execution @ CoNEXT 2013
Direct Code Execution @ CoNEXT 2013Hajime Tazaki
 
VaMoS 2022 - Transfer Learning across Distinct Software Systems
VaMoS 2022 - Transfer Learning across Distinct Software SystemsVaMoS 2022 - Transfer Learning across Distinct Software Systems
VaMoS 2022 - Transfer Learning across Distinct Software SystemsLuc Lesoil
 
Linux Kernel Cryptographic API and Use Cases
Linux Kernel Cryptographic API and Use CasesLinux Kernel Cryptographic API and Use Cases
Linux Kernel Cryptographic API and Use CasesKernel TLV
 
Xdp and ebpf_maps
Xdp and ebpf_mapsXdp and ebpf_maps
Xdp and ebpf_mapslcplcp1
 
Heterogeneous multiprocessing on androd and i.mx7
Heterogeneous multiprocessing on androd and i.mx7Heterogeneous multiprocessing on androd and i.mx7
Heterogeneous multiprocessing on androd and i.mx7Kynetics
 
Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...
Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...
Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...Akihiro Hayashi
 
Arm tools and roadmap for SVE compiler support
Arm tools and roadmap for SVE compiler supportArm tools and roadmap for SVE compiler support
Arm tools and roadmap for SVE compiler supportLinaro
 
High Performance Medical Reconstruction Using Stream Programming Paradigms
High Performance Medical Reconstruction Using Stream Programming ParadigmsHigh Performance Medical Reconstruction Using Stream Programming Paradigms
High Performance Medical Reconstruction Using Stream Programming ParadigmsQuEST Global (erstwhile NeST Software)
 
GPU Computing
GPU ComputingGPU Computing
GPU ComputingKhan Mostafa
 

More Related Content

What's hot

Programming Languages & Tools for Higher Performance & Productivity
Programming Languages & Tools for Higher Performance & ProductivityProgramming Languages & Tools for Higher Performance & Productivity
Programming Languages & Tools for Higher Performance & ProductivityLinaro
 
Shoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUs
Shoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUsShoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUs
Shoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUsJiannan Ouyang, PhD
 
Library Operating System for Linux #netdev01
Library Operating System for Linux #netdev01Library Operating System for Linux #netdev01
Library Operating System for Linux #netdev01Hajime Tazaki
 
Network Stack in Userspace (NUSE)
Network Stack in Userspace (NUSE)Network Stack in Userspace (NUSE)
Network Stack in Userspace (NUSE)Hajime Tazaki
 
Network stack personality in Android phone - netdev 2.2
Network stack personality in Android phone - netdev 2.2Network stack personality in Android phone - netdev 2.2
Network stack personality in Android phone - netdev 2.2Hajime Tazaki
 
Playing BBR with a userspace network stack
Playing BBR with a userspace network stackPlaying BBR with a userspace network stack
Playing BBR with a userspace network stackHajime Tazaki
 
Direct Code Execution - LinuxCon Japan 2014
Direct Code Execution - LinuxCon Japan 2014Direct Code Execution - LinuxCon Japan 2014
Direct Code Execution - LinuxCon Japan 2014Hajime Tazaki
 
Kernel Proc Connector and Containers
Kernel Proc Connector and ContainersKernel Proc Connector and Containers
Kernel Proc Connector and ContainersKernel TLV
 
eBPF Perf Tools 2019
eBPF Perf Tools 2019eBPF Perf Tools 2019
eBPF Perf Tools 2019Brendan Gregg
 
Linux Kernel Library - Reusing Monolithic Kernel
Linux Kernel Library - Reusing Monolithic KernelLinux Kernel Library - Reusing Monolithic Kernel
Linux Kernel Library - Reusing Monolithic KernelHajime Tazaki
 
Achieving Performance Isolation with Lightweight Co-Kernels
Achieving Performance Isolation with Lightweight Co-KernelsAchieving Performance Isolation with Lightweight Co-Kernels
Achieving Performance Isolation with Lightweight Co-KernelsJiannan Ouyang, PhD
 
DockerCon 2017 - Cilium - Network and Application Security with BPF and XDP
DockerCon 2017 - Cilium - Network and Application Security with BPF and XDPDockerCon 2017 - Cilium - Network and Application Security with BPF and XDP
DockerCon 2017 - Cilium - Network and Application Security with BPF and XDPThomas Graf
 
LibOS as a regression test framework for Linux networking #netdev1.1
LibOS as a regression test framework for Linux networking #netdev1.1LibOS as a regression test framework for Linux networking #netdev1.1
LibOS as a regression test framework for Linux networking #netdev1.1Hajime Tazaki
 
Direct Code Execution @ CoNEXT 2013
Direct Code Execution @ CoNEXT 2013Direct Code Execution @ CoNEXT 2013
Direct Code Execution @ CoNEXT 2013Hajime Tazaki
 
VaMoS 2022 - Transfer Learning across Distinct Software Systems
VaMoS 2022 - Transfer Learning across Distinct Software SystemsVaMoS 2022 - Transfer Learning across Distinct Software Systems
VaMoS 2022 - Transfer Learning across Distinct Software SystemsLuc Lesoil
 
Linux Kernel Cryptographic API and Use Cases
Linux Kernel Cryptographic API and Use CasesLinux Kernel Cryptographic API and Use Cases
Linux Kernel Cryptographic API and Use CasesKernel TLV
 
Xdp and ebpf_maps
Xdp and ebpf_mapsXdp and ebpf_maps
Xdp and ebpf_mapslcplcp1
 
Heterogeneous multiprocessing on androd and i.mx7
Heterogeneous multiprocessing on androd and i.mx7Heterogeneous multiprocessing on androd and i.mx7
Heterogeneous multiprocessing on androd and i.mx7Kynetics
 
Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...
Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...
Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...Akihiro Hayashi
 
Arm tools and roadmap for SVE compiler support
Arm tools and roadmap for SVE compiler supportArm tools and roadmap for SVE compiler support
Arm tools and roadmap for SVE compiler supportLinaro
 

What's hot (20)

Programming Languages & Tools for Higher Performance & Productivity
Programming Languages & Tools for Higher Performance & ProductivityProgramming Languages & Tools for Higher Performance & Productivity
Programming Languages & Tools for Higher Performance & Productivity
 
Shoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUs
Shoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUsShoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUs
Shoot4U: Using VMM Assists to Optimize TLB Operations on Preempted vCPUs
 
Library Operating System for Linux #netdev01
Library Operating System for Linux #netdev01Library Operating System for Linux #netdev01
Library Operating System for Linux #netdev01
 
Network Stack in Userspace (NUSE)
Network Stack in Userspace (NUSE)Network Stack in Userspace (NUSE)
Network Stack in Userspace (NUSE)
 
Network stack personality in Android phone - netdev 2.2
Network stack personality in Android phone - netdev 2.2Network stack personality in Android phone - netdev 2.2
Network stack personality in Android phone - netdev 2.2
 
Playing BBR with a userspace network stack
Playing BBR with a userspace network stackPlaying BBR with a userspace network stack
Playing BBR with a userspace network stack
 
Direct Code Execution - LinuxCon Japan 2014
Direct Code Execution - LinuxCon Japan 2014Direct Code Execution - LinuxCon Japan 2014
Direct Code Execution - LinuxCon Japan 2014
 
Kernel Proc Connector and Containers
Kernel Proc Connector and ContainersKernel Proc Connector and Containers
Kernel Proc Connector and Containers
 
eBPF Perf Tools 2019
eBPF Perf Tools 2019eBPF Perf Tools 2019
eBPF Perf Tools 2019
 
Linux Kernel Library - Reusing Monolithic Kernel
Linux Kernel Library - Reusing Monolithic KernelLinux Kernel Library - Reusing Monolithic Kernel
Linux Kernel Library - Reusing Monolithic Kernel
 
Achieving Performance Isolation with Lightweight Co-Kernels
Achieving Performance Isolation with Lightweight Co-KernelsAchieving Performance Isolation with Lightweight Co-Kernels
Achieving Performance Isolation with Lightweight Co-Kernels
 
DockerCon 2017 - Cilium - Network and Application Security with BPF and XDP
DockerCon 2017 - Cilium - Network and Application Security with BPF and XDPDockerCon 2017 - Cilium - Network and Application Security with BPF and XDP
DockerCon 2017 - Cilium - Network and Application Security with BPF and XDP
 
LibOS as a regression test framework for Linux networking #netdev1.1
LibOS as a regression test framework for Linux networking #netdev1.1LibOS as a regression test framework for Linux networking #netdev1.1
LibOS as a regression test framework for Linux networking #netdev1.1
 
Direct Code Execution @ CoNEXT 2013
Direct Code Execution @ CoNEXT 2013Direct Code Execution @ CoNEXT 2013
Direct Code Execution @ CoNEXT 2013
 
VaMoS 2022 - Transfer Learning across Distinct Software Systems
VaMoS 2022 - Transfer Learning across Distinct Software SystemsVaMoS 2022 - Transfer Learning across Distinct Software Systems
VaMoS 2022 - Transfer Learning across Distinct Software Systems
 
Linux Kernel Cryptographic API and Use Cases
Linux Kernel Cryptographic API and Use CasesLinux Kernel Cryptographic API and Use Cases
Linux Kernel Cryptographic API and Use Cases
 
Xdp and ebpf_maps
Xdp and ebpf_mapsXdp and ebpf_maps
Xdp and ebpf_maps
 
Heterogeneous multiprocessing on androd and i.mx7
Heterogeneous multiprocessing on androd and i.mx7Heterogeneous multiprocessing on androd and i.mx7
Heterogeneous multiprocessing on androd and i.mx7
 
Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...
Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...
Exploring Compiler Optimization Opportunities for the OpenMP 4.x Accelerator...
 
Arm tools and roadmap for SVE compiler support
Arm tools and roadmap for SVE compiler supportArm tools and roadmap for SVE compiler support
Arm tools and roadmap for SVE compiler support
 

Similar to FIR filter on GPU

High Performance Medical Reconstruction Using Stream Programming Paradigms
High Performance Medical Reconstruction Using Stream Programming ParadigmsHigh Performance Medical Reconstruction Using Stream Programming Paradigms
High Performance Medical Reconstruction Using Stream Programming ParadigmsQuEST Global (erstwhile NeST Software)
 
OpenGL ES based UI Development on TI Platforms
OpenGL ES based UI Development on TI PlatformsOpenGL ES based UI Development on TI Platforms
OpenGL ES based UI Development on TI PlatformsPrabindh Sundareson
 
Accelerating Real Time Applications on Heterogeneous Platforms
Accelerating Real Time Applications on Heterogeneous PlatformsAccelerating Real Time Applications on Heterogeneous Platforms
Accelerating Real Time Applications on Heterogeneous PlatformsIJMER
 
Graphics processing unit ppt
Graphics processing unit pptGraphics processing unit ppt
Graphics processing unit pptSandeep Singh
 
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
 
graphics processing unit ppt
graphics processing unit pptgraphics processing unit ppt
graphics processing unit pptNitesh Dubey
 
A SURVEY ON GPU SYSTEM CONSIDERING ITS PERFORMANCE ON DIFFERENT APPLICATIONS
A SURVEY ON GPU SYSTEM CONSIDERING ITS PERFORMANCE ON DIFFERENT APPLICATIONSA SURVEY ON GPU SYSTEM CONSIDERING ITS PERFORMANCE ON DIFFERENT APPLICATIONS
A SURVEY ON GPU SYSTEM CONSIDERING ITS PERFORMANCE ON DIFFERENT APPLICATIONScseij
 
VisionizeBeforeVisulaize_IEVC_Final
VisionizeBeforeVisulaize_IEVC_FinalVisionizeBeforeVisulaize_IEVC_Final
VisionizeBeforeVisulaize_IEVC_FinalMasatsugu HASHIMOTO
 
Introduction to the Graphics Pipeline of the PS3
Introduction to the Graphics Pipeline of the PS3Introduction to the Graphics Pipeline of the PS3
Introduction to the Graphics Pipeline of the PS3Slide_N
 
Fugaku, the Successes and the Lessons Learned
Fugaku, the Successes and the Lessons LearnedFugaku, the Successes and the Lessons Learned
Fugaku, the Successes and the Lessons LearnedRCCSRENKEI
 
Multi Processor Architecture for image processing
Multi Processor Architecture for image processingMulti Processor Architecture for image processing
Multi Processor Architecture for image processingideas2ignite
 
Advanced Graphics Workshop - GFX2011
Advanced Graphics Workshop - GFX2011Advanced Graphics Workshop - GFX2011
Advanced Graphics Workshop - GFX2011Prabindh Sundareson
 
Threading Successes 06 Allegorithmic
Threading Successes 06 AllegorithmicThreading Successes 06 Allegorithmic
Threading Successes 06 Allegorithmicguest40fc7cd
 
Stream Processing
Stream ProcessingStream Processing
Stream Processingarnamoy10
 

Similar to FIR filter on GPU (20)

High Performance Medical Reconstruction Using Stream Programming Paradigms
High Performance Medical Reconstruction Using Stream Programming ParadigmsHigh Performance Medical Reconstruction Using Stream Programming Paradigms
High Performance Medical Reconstruction Using Stream Programming Paradigms
 
GPU Computing
GPU ComputingGPU Computing
GPU Computing
 
OpenGL ES based UI Development on TI Platforms
OpenGL ES based UI Development on TI PlatformsOpenGL ES based UI Development on TI Platforms
OpenGL ES based UI Development on TI Platforms
 
Accelerating Real Time Applications on Heterogeneous Platforms
Accelerating Real Time Applications on Heterogeneous PlatformsAccelerating Real Time Applications on Heterogeneous Platforms
Accelerating Real Time Applications on Heterogeneous Platforms
 
An35225228
An35225228An35225228
An35225228
 
Real Time Video Processing in FPGA
Real Time Video Processing in FPGA Real Time Video Processing in FPGA
Real Time Video Processing in FPGA
 
Graphics processing unit ppt
Graphics processing unit pptGraphics processing unit ppt
Graphics processing unit ppt
 
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)
 
graphics processing unit ppt
graphics processing unit pptgraphics processing unit ppt
graphics processing unit ppt
 
A SURVEY ON GPU SYSTEM CONSIDERING ITS PERFORMANCE ON DIFFERENT APPLICATIONS
A SURVEY ON GPU SYSTEM CONSIDERING ITS PERFORMANCE ON DIFFERENT APPLICATIONSA SURVEY ON GPU SYSTEM CONSIDERING ITS PERFORMANCE ON DIFFERENT APPLICATIONS
A SURVEY ON GPU SYSTEM CONSIDERING ITS PERFORMANCE ON DIFFERENT APPLICATIONS
 
VisionizeBeforeVisulaize_IEVC_Final
VisionizeBeforeVisulaize_IEVC_FinalVisionizeBeforeVisulaize_IEVC_Final
VisionizeBeforeVisulaize_IEVC_Final
 
GPU - Basic Working
GPU - Basic WorkingGPU - Basic Working
GPU - Basic Working
 
Introduction to the Graphics Pipeline of the PS3
Introduction to the Graphics Pipeline of the PS3Introduction to the Graphics Pipeline of the PS3
Introduction to the Graphics Pipeline of the PS3
 
NVIDIA CUDA
NVIDIA CUDANVIDIA CUDA
NVIDIA CUDA
 
Fugaku, the Successes and the Lessons Learned
Fugaku, the Successes and the Lessons LearnedFugaku, the Successes and the Lessons Learned
Fugaku, the Successes and the Lessons Learned
 
Multi Processor Architecture for image processing
Multi Processor Architecture for image processingMulti Processor Architecture for image processing
Multi Processor Architecture for image processing
 
Advanced Graphics Workshop - GFX2011
Advanced Graphics Workshop - GFX2011Advanced Graphics Workshop - GFX2011
Advanced Graphics Workshop - GFX2011
 
Fo2410191024
Fo2410191024Fo2410191024
Fo2410191024
 
Threading Successes 06 Allegorithmic
Threading Successes 06 AllegorithmicThreading Successes 06 Allegorithmic
Threading Successes 06 Allegorithmic
 
Stream Processing
Stream ProcessingStream Processing
Stream Processing
 

Recently uploaded

Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
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
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
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
 
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
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April Automation LPDGAPIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April Automation LPDGMarianaLemus7
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
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
 

Recently uploaded (20)

Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
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
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
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
 
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
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April Automation LPDGAPIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April Automation LPDG
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
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
 

FIR filter on GPU