SlideShare a Scribd company logo

TULIPP at NMI 18-5-17

•Download as PPTX, PDF•
•
Sundance Multiprocessor Technology Ltd.
Sundance Multiprocessor Technology Ltd.

TULIPP presentation from NMI event 18-5-17. FPGA Network: Implementing Machine Vision with FPGA and SoC Platforms.

Technology
1 of 20
This project has received funding from the European Union’s Horizon 20 20 research and innovation programme under grant agreement No 688403 www.tulipp.eu TULIPP Place : Date : By: Flemming CHRISTENSEN, Sundance, UK Towards Ubiquitous Low-Power Image Processing Platforms
8x Partners – 20+ Engineers – 3 years • Thales : Coordinator & Medical use case • Sundance : Hardware • Hipperos : Operating system • Synective Labs : ADAS use case • Efficient Innovation : Management • Fraunhofer IOSB : UAV use case • Ruhr Universität Bochum : FPGA tools • NTNU : Performance tools
How will we do it? WP7: Management, Coordination LABEL : Marketing, Ecosystem and Pre-normalisation WP6: IP protection, Dissemination, Communication, Advisory Board and Exploitation preparation WP1: Reference platform definition (Interfaces & implementation Rules) Instantiations WP2: Hardware WP4: Programming Toolchain WP3: Runtime, API, Libraries & OS feedback WP5 : Usecases description and Integration and platform validation
Pick a SoC, please
Typical Processing Platform Component tools Operating System Processor Toolchain Reference Platform Memory IO Processor
TULIPP pciked Xilinx SoCs • SoC + FPGA SoM • MPSoC + FPGA SoM 40mm x 50 mm – Zynq Z7030 40mm x 50 mm – Zynq ZU5EV
TULIPP System Node
Low-Power Image Processing RTOS Needs OS - high reliability, - low power, - hard real-time - high performance This kind of RTOS is not (yet) available today, as current GPOS (e.g. Linux) or RTOS lack one or more of the required features and performance. Specific Image processing Needs - supporting the hardware accelerators - the libraries needed for image processing.
STHEM: The TULIPP Tool-chain Status: • Xilinx SDSoC has been extended to support the current platform • Support for HIPPEROS OS is underway Insights: • Significant effort has been invested into the development of vendor tools • STHEM fills the productivity gaps between existing tools Support uTilities for Heterogeneous Embedded image processing (STHEM) •Supports development for all platform components •Map source files of the application to the appropriate tool chain •Retrieve OS configuration from the developer Development and Mapping •Boot OS with selected configuration (if needed due to changed configuration) •Update files (binaries, bitfiles, etc.) •Initialise the reconfigurable logic (if needed) •Start the application with the requested instrumentation Runner •Analyses performance results and presents findings to the developer Analyser
Medical imaging use case TDLP RAW IMAGE THALES Processing Unit CI / ICS UI GigE-Vision + Msg THALES Flat panel detector Customer system UI GigE-Vision + Msg CI / ICS Nano Processing Unit Inside the detector Based on SoC’ based Small-Form-Factor board Customer system THALES Flat panel detector Before TULIPP After TULIPP
Medical imaging use case • Real-Time X-Ray imaging for surgery • Reduce radiation dose by 75% • Add noise removal processing with critical real-time constraints
Pedestrian detection Safety application Car integration The Use Case ADAS use case
Unmanned Aerial Vehicle (UAV) use case • Performs real-time stereo depth estimation to do obstacle / collision avoidance (for an UAV), i.e. to detect obstacles in direction of flight • Based on dual cameras
Advisory Board and EcoSystem Advisory Board (WP6) Reference Platform (WP1) TULIPP Guide, implementation and demos Ask for review / advise Roles in the project: Provide information about standards Give feedback on the approach Early adopters
EcoSystem Members
Holy-grail of TULIPP in Year 2020 www.TULIPP.eu
Handbook Overview
Guidelines
Guidelines Advice: Exploit both vectorization and multithreading for high performance on multicore processors with vector units such as the ARM Cortex A9. On these architectures, utilizing all hardware execution resources is key to achieve high performance [2] [4, 5]. Recommended implementation method: Use OpenMP. OpenMP is a widely supported parallel programming API that enables programmers to express vectorization and multithreading operations concisely using compiler directives. Programmers need not worry about specifying scheduling and synchronization operations in code. These are handled transparently by the OpenMP runtime system. See the official OpenMP examples[6] to understand in more detail about exploiting vectorization and multithreading simultaneously.
“Thanks + Questions = Bye”

Recommended

Open VPX Tutorial
Open VPX TutorialOpen VPX Tutorial
Open VPX TutorialSundance Multiprocessor Technology Ltd.
 
New Trends with VME and OpenVPX - Part 2
New Trends with VME and OpenVPX - Part 2New Trends with VME and OpenVPX - Part 2
New Trends with VME and OpenVPX - Part 2Eurotech
 
System Design on Zynq using SDSoC
System Design on Zynq using SDSoCSystem Design on Zynq using SDSoC
System Design on Zynq using SDSoCSundance Multiprocessor Technology Ltd.
 
Sundance at the 49th Intelligent Sensing Program
Sundance at the 49th Intelligent Sensing ProgramSundance at the 49th Intelligent Sensing Program
Sundance at the 49th Intelligent Sensing ProgramSundance Multiprocessor Technology Ltd.
 
New Trends with VME and OpenVPX - Part 1
New Trends with VME and OpenVPX - Part 1New Trends with VME and OpenVPX - Part 1
New Trends with VME and OpenVPX - Part 1Eurotech
 
An open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V coresAn open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V coresRISC-V International
 
Educating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-VEducating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-VRISC-V International
 
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSP
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSPVF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSP
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSPSundance Multiprocessor Technology Ltd.
 

Recommended

Open VPX Tutorial
Open VPX TutorialOpen VPX Tutorial
Open VPX TutorialSundance Multiprocessor Technology Ltd.
 
New Trends with VME and OpenVPX - Part 2
New Trends with VME and OpenVPX - Part 2New Trends with VME and OpenVPX - Part 2
New Trends with VME and OpenVPX - Part 2Eurotech
 
System Design on Zynq using SDSoC
System Design on Zynq using SDSoCSystem Design on Zynq using SDSoC
System Design on Zynq using SDSoCSundance Multiprocessor Technology Ltd.
 
Sundance at the 49th Intelligent Sensing Program
Sundance at the 49th Intelligent Sensing ProgramSundance at the 49th Intelligent Sensing Program
Sundance at the 49th Intelligent Sensing ProgramSundance Multiprocessor Technology Ltd.
 
New Trends with VME and OpenVPX - Part 1
New Trends with VME and OpenVPX - Part 1New Trends with VME and OpenVPX - Part 1
New Trends with VME and OpenVPX - Part 1Eurotech
 
An open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V coresAn open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V coresRISC-V International
 
Educating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-VEducating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-VRISC-V International
 
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSP
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSPVF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSP
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSPSundance Multiprocessor Technology Ltd.
 
TULIPP at the 10th Intelligent Imaging Event
TULIPP at the 10th Intelligent Imaging EventTULIPP at the 10th Intelligent Imaging Event
TULIPP at the 10th Intelligent Imaging EventSundance Multiprocessor Technology Ltd.
 
TULIPP Starter Kit – AGRI
TULIPP Starter Kit – AGRITULIPP Starter Kit – AGRI
TULIPP Starter Kit – AGRISundance Multiprocessor Technology Ltd.
 
Andes andes clarity for risc-v vector processor
Andes andes clarity for risc-v vector processorAndes andes clarity for risc-v vector processor
Andes andes clarity for risc-v vector processorRISC-V International
 
RISC-V Zce Extension
RISC-V Zce ExtensionRISC-V Zce Extension
RISC-V Zce ExtensionRISC-V International
 
RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021RISC-V International
 
ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"
ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"
ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"Phil Hughes
 
Static partitioning virtualization on RISC-V
Static partitioning virtualization on RISC-VStatic partitioning virtualization on RISC-V
Static partitioning virtualization on RISC-VRISC-V International
 
Getting started with RISC-V verification what's next after compliance testing
Getting started with RISC-V verification what's next after compliance testingGetting started with RISC-V verification what's next after compliance testing
Getting started with RISC-V verification what's next after compliance testingRISC-V International
 
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Linaro
 
Introduction of Fujitsu's HPC Processor for the Post-K Computer
Introduction of Fujitsu's HPC Processor for the Post-K ComputerIntroduction of Fujitsu's HPC Processor for the Post-K Computer
Introduction of Fujitsu's HPC Processor for the Post-K Computerinside-BigData.com
 
DCD Zettastructure 2017 OCP data center project engineering workshop
DCD Zettastructure 2017 OCP data center project engineering workshopDCD Zettastructure 2017 OCP data center project engineering workshop
DCD Zettastructure 2017 OCP data center project engineering workshopInflectiontech Ltd
 
Andes RISC-V processor solutions
Andes RISC-V processor solutionsAndes RISC-V processor solutions
Andes RISC-V processor solutionsRISC-V International
 
DOME 64-bit μDataCenter
DOME 64-bit μDataCenterDOME 64-bit μDataCenter
DOME 64-bit μDataCenterinside-BigData.com
 
Japan's post K Computer
Japan's post K ComputerJapan's post K Computer
Japan's post K Computerinside-BigData.com
 
Ripes: Teaching Computer Architecture Through Visual and Interactive Simulators
Ripes: Teaching Computer Architecture Through Visual and Interactive SimulatorsRipes: Teaching Computer Architecture Through Visual and Interactive Simulators
Ripes: Teaching Computer Architecture Through Visual and Interactive SimulatorsRISC-V International
 
Fueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemFueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemRISC-V International
 
Digital Design Flow
Digital Design FlowDigital Design Flow
Digital Design FlowMostafa Khamis
 
SemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresSemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresRISC-V International
 
Phytium 64 core cpu preview
Phytium 64 core cpu previewPhytium 64 core cpu preview
Phytium 64 core cpu previewinside-BigData.com
 
Synopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation System
Synopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation SystemSynopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation System
Synopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation SystemMostafa Khamis
 
Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017
Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017
Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017Tulipp. Eu
 
Sundance TULIPP Workshop at Nottingham Trent University
Sundance TULIPP Workshop at Nottingham Trent UniversitySundance TULIPP Workshop at Nottingham Trent University
Sundance TULIPP Workshop at Nottingham Trent UniversitySundance Multiprocessor Technology Ltd.
 

More Related Content

What's hot

Andes andes clarity for risc-v vector processor
Andes andes clarity for risc-v vector processorAndes andes clarity for risc-v vector processor
Andes andes clarity for risc-v vector processorRISC-V International
 
RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021RISC-V International
 
ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"
ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"
ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"Phil Hughes
 
Static partitioning virtualization on RISC-V
Static partitioning virtualization on RISC-VStatic partitioning virtualization on RISC-V
Static partitioning virtualization on RISC-VRISC-V International
 
Getting started with RISC-V verification what's next after compliance testing
Getting started with RISC-V verification what's next after compliance testingGetting started with RISC-V verification what's next after compliance testing
Getting started with RISC-V verification what's next after compliance testingRISC-V International
 
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Linaro
 
Introduction of Fujitsu's HPC Processor for the Post-K Computer
Introduction of Fujitsu's HPC Processor for the Post-K ComputerIntroduction of Fujitsu's HPC Processor for the Post-K Computer
Introduction of Fujitsu's HPC Processor for the Post-K Computerinside-BigData.com
 
DCD Zettastructure 2017 OCP data center project engineering workshop
DCD Zettastructure 2017 OCP data center project engineering workshopDCD Zettastructure 2017 OCP data center project engineering workshop
DCD Zettastructure 2017 OCP data center project engineering workshopInflectiontech Ltd
 
Ripes: Teaching Computer Architecture Through Visual and Interactive Simulators
Ripes: Teaching Computer Architecture Through Visual and Interactive SimulatorsRipes: Teaching Computer Architecture Through Visual and Interactive Simulators
Ripes: Teaching Computer Architecture Through Visual and Interactive SimulatorsRISC-V International
 
Fueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemFueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemRISC-V International
 
SemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresSemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresRISC-V International
 
Synopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation System
Synopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation SystemSynopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation System
Synopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation SystemMostafa Khamis
 

What's hot (20)

TULIPP at the 10th Intelligent Imaging Event
TULIPP at the 10th Intelligent Imaging EventTULIPP at the 10th Intelligent Imaging Event
TULIPP at the 10th Intelligent Imaging Event
 
TULIPP Starter Kit – AGRI
TULIPP Starter Kit – AGRITULIPP Starter Kit – AGRI
TULIPP Starter Kit – AGRI
 
Andes andes clarity for risc-v vector processor
Andes andes clarity for risc-v vector processorAndes andes clarity for risc-v vector processor
Andes andes clarity for risc-v vector processor
 
RISC-V Zce Extension
RISC-V Zce ExtensionRISC-V Zce Extension
RISC-V Zce Extension
 
RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021
 
ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"
ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"
ARM-based Supercomputer from Fujitsu and RIKEN - "Post-K"
 
Static partitioning virtualization on RISC-V
Static partitioning virtualization on RISC-VStatic partitioning virtualization on RISC-V
Static partitioning virtualization on RISC-V
 
Getting started with RISC-V verification what's next after compliance testing
Getting started with RISC-V verification what's next after compliance testingGetting started with RISC-V verification what's next after compliance testing
Getting started with RISC-V verification what's next after compliance testing
 
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
 
Introduction of Fujitsu's HPC Processor for the Post-K Computer
Introduction of Fujitsu's HPC Processor for the Post-K ComputerIntroduction of Fujitsu's HPC Processor for the Post-K Computer
Introduction of Fujitsu's HPC Processor for the Post-K Computer
 
DCD Zettastructure 2017 OCP data center project engineering workshop
DCD Zettastructure 2017 OCP data center project engineering workshopDCD Zettastructure 2017 OCP data center project engineering workshop
DCD Zettastructure 2017 OCP data center project engineering workshop
 
Andes RISC-V processor solutions
Andes RISC-V processor solutionsAndes RISC-V processor solutions
Andes RISC-V processor solutions
 
DOME 64-bit μDataCenter
DOME 64-bit μDataCenterDOME 64-bit μDataCenter
DOME 64-bit μDataCenter
 
Japan's post K Computer
Japan's post K ComputerJapan's post K Computer
Japan's post K Computer
 
Ripes: Teaching Computer Architecture Through Visual and Interactive Simulators
Ripes: Teaching Computer Architecture Through Visual and Interactive SimulatorsRipes: Teaching Computer Architecture Through Visual and Interactive Simulators
Ripes: Teaching Computer Architecture Through Visual and Interactive Simulators
 
Fueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemFueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystem
 
Digital Design Flow
Digital Design FlowDigital Design Flow
Digital Design Flow
 
SemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresSemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable Cores
 
Phytium 64 core cpu preview
Phytium 64 core cpu previewPhytium 64 core cpu preview
Phytium 64 core cpu preview
 
Synopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation System
Synopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation SystemSynopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation System
Synopsys Fusion Compiler-Comprehensive RTL-to-GDSII Implementation System
 

Similar to TULIPP at NMI 18-5-17

Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017
Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017
Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017Tulipp. Eu
 
Samos July 2016_tulipp-H2020 project presentation
Samos July 2016_tulipp-H2020 project presentationSamos July 2016_tulipp-H2020 project presentation
Samos July 2016_tulipp-H2020 project presentationTulipp. Eu
 
HIPPEROS's at EMVA 2017
HIPPEROS's at EMVA 2017 HIPPEROS's at EMVA 2017
HIPPEROS's at EMVA 2017 Tulipp. Eu
 
TULIPP H2020 Project: Low power high performance real-time computer vision on...
TULIPP H2020 Project: Low power high performance real-time computer vision on...TULIPP H2020 Project: Low power high performance real-time computer vision on...
TULIPP H2020 Project: Low power high performance real-time computer vision on...Tulipp. Eu
 
HiPEAC 2019 Workshop Overview
HiPEAC 2019 Workshop OverviewHiPEAC 2019 Workshop Overview
HiPEAC 2019 Workshop OverviewTulipp. Eu
 
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing HandbookTULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing HandbookSundance Multiprocessor Technology Ltd.
 
Common Approach for UAS Data Geoprocessing
Common Approach for UAS Data GeoprocessingCommon Approach for UAS Data Geoprocessing
Common Approach for UAS Data GeoprocessingGeorge Percivall
 
Hai Tao at AI Frontiers: Deep Learning For Embedded Vision System
Hai Tao at AI Frontiers: Deep Learning For Embedded Vision SystemHai Tao at AI Frontiers: Deep Learning For Embedded Vision System
Hai Tao at AI Frontiers: Deep Learning For Embedded Vision SystemAI Frontiers
 
Testing Challenges and Approaches in Edge Computing
Testing Challenges and Approaches in Edge ComputingTesting Challenges and Approaches in Edge Computing
Testing Challenges and Approaches in Edge ComputingAxel Rennoch
 
SCAPE - Scalable Preservation Environments
SCAPE - Scalable Preservation EnvironmentsSCAPE - Scalable Preservation Environments
SCAPE - Scalable Preservation EnvironmentsSCAPE Project
 
Case study: How Cozy Cloud monitors every layer of its activity using OVH Met...
Case study: How Cozy Cloud monitors every layer of its activity using OVH Met...Case study: How Cozy Cloud monitors every layer of its activity using OVH Met...
Case study: How Cozy Cloud monitors every layer of its activity using OVH Met...OVHcloud
 
How to apply machine learning into your CI/CD pipeline
How to apply machine learning into your CI/CD pipelineHow to apply machine learning into your CI/CD pipeline
How to apply machine learning into your CI/CD pipelineAlon Weiss
 
2017 Atlanta Regional User Seminar Introduction
2017 Atlanta Regional User Seminar Introduction2017 Atlanta Regional User Seminar Introduction
2017 Atlanta Regional User Seminar IntroductionOPAL-RT TECHNOLOGIES
 
FIspace Infodays Poznan 18 Sep 2013
FIspace Infodays Poznan 18 Sep 2013FIspace Infodays Poznan 18 Sep 2013
FIspace Infodays Poznan 18 Sep 2013Sjaak Wolfert
 
PreMonR - A Reactive Platform To Monitor Reactive Application
PreMonR - A Reactive Platform To Monitor Reactive ApplicationPreMonR - A Reactive Platform To Monitor Reactive Application
PreMonR - A Reactive Platform To Monitor Reactive ApplicationKnoldus Inc.
 
Overcome Hardware And Software Challenges - Medical Device Case Study
Overcome Hardware And Software Challenges - Medical Device Case StudyOvercome Hardware And Software Challenges - Medical Device Case Study
Overcome Hardware And Software Challenges - Medical Device Case StudyICS
 
20160831 BEST Summer School
20160831 BEST Summer School20160831 BEST Summer School
20160831 BEST Summer SchoolAna Aguiar
 

Similar to TULIPP at NMI 18-5-17 (20)

Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017
Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017
Tulipp_H2020_Hipeac'17 Conference_PEPGUM Workshop_January 017
 
Sundance TULIPP Workshop at Nottingham Trent University
Sundance TULIPP Workshop at Nottingham Trent UniversitySundance TULIPP Workshop at Nottingham Trent University
Sundance TULIPP Workshop at Nottingham Trent University
 
Samos July 2016_tulipp-H2020 project presentation
Samos July 2016_tulipp-H2020 project presentationSamos July 2016_tulipp-H2020 project presentation
Samos July 2016_tulipp-H2020 project presentation
 
HIPPEROS's at EMVA 2017
HIPPEROS's at EMVA 2017 HIPPEROS's at EMVA 2017
HIPPEROS's at EMVA 2017
 
TULIPP H2020 Project: Low power high performance real-time computer vision on...
TULIPP H2020 Project: Low power high performance real-time computer vision on...TULIPP H2020 Project: Low power high performance real-time computer vision on...
TULIPP H2020 Project: Low power high performance real-time computer vision on...
 
LEGaTO: Use cases
LEGaTO: Use casesLEGaTO: Use cases
LEGaTO: Use cases
 
HiPEAC 2019 Workshop Overview
HiPEAC 2019 Workshop OverviewHiPEAC 2019 Workshop Overview
HiPEAC 2019 Workshop Overview
 
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing HandbookTULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
 
Common Approach for UAS Data Geoprocessing
Common Approach for UAS Data GeoprocessingCommon Approach for UAS Data Geoprocessing
Common Approach for UAS Data Geoprocessing
 
Hai Tao at AI Frontiers: Deep Learning For Embedded Vision System
Hai Tao at AI Frontiers: Deep Learning For Embedded Vision SystemHai Tao at AI Frontiers: Deep Learning For Embedded Vision System
Hai Tao at AI Frontiers: Deep Learning For Embedded Vision System
 
Testing Challenges and Approaches in Edge Computing
Testing Challenges and Approaches in Edge ComputingTesting Challenges and Approaches in Edge Computing
Testing Challenges and Approaches in Edge Computing
 
SCAPE - Scalable Preservation Environments
SCAPE - Scalable Preservation EnvironmentsSCAPE - Scalable Preservation Environments
SCAPE - Scalable Preservation Environments
 
Case study: How Cozy Cloud monitors every layer of its activity using OVH Met...
Case study: How Cozy Cloud monitors every layer of its activity using OVH Met...Case study: How Cozy Cloud monitors every layer of its activity using OVH Met...
Case study: How Cozy Cloud monitors every layer of its activity using OVH Met...
 
HiPEAC 2018 - CPS, why all the fuss?
HiPEAC 2018 - CPS, why all the fuss?HiPEAC 2018 - CPS, why all the fuss?
HiPEAC 2018 - CPS, why all the fuss?
 
How to apply machine learning into your CI/CD pipeline
How to apply machine learning into your CI/CD pipelineHow to apply machine learning into your CI/CD pipeline
How to apply machine learning into your CI/CD pipeline
 
2017 Atlanta Regional User Seminar Introduction
2017 Atlanta Regional User Seminar Introduction2017 Atlanta Regional User Seminar Introduction
2017 Atlanta Regional User Seminar Introduction
 
FIspace Infodays Poznan 18 Sep 2013
FIspace Infodays Poznan 18 Sep 2013FIspace Infodays Poznan 18 Sep 2013
FIspace Infodays Poznan 18 Sep 2013
 
PreMonR - A Reactive Platform To Monitor Reactive Application
PreMonR - A Reactive Platform To Monitor Reactive ApplicationPreMonR - A Reactive Platform To Monitor Reactive Application
PreMonR - A Reactive Platform To Monitor Reactive Application
 
Overcome Hardware And Software Challenges - Medical Device Case Study
Overcome Hardware And Software Challenges - Medical Device Case StudyOvercome Hardware And Software Challenges - Medical Device Case Study
Overcome Hardware And Software Challenges - Medical Device Case Study
 
20160831 BEST Summer School
20160831 BEST Summer School20160831 BEST Summer School
20160831 BEST Summer School
 

More from Sundance Multiprocessor Technology Ltd.

More from Sundance Multiprocessor Technology Ltd. (16)

Sundance Perception Blade
Sundance Perception BladeSundance Perception Blade
Sundance Perception Blade
 
Sundance's presentation at B:RAI 2020
Sundance's presentation at B:RAI 2020Sundance's presentation at B:RAI 2020
Sundance's presentation at B:RAI 2020
 
Sundance VCS-1 for Precision Robotics
Sundance VCS-1 for Precision RoboticsSundance VCS-1 for Precision Robotics
Sundance VCS-1 for Precision Robotics
 
Re-Vision stack presentation
Re-Vision stack presentationRe-Vision stack presentation
Re-Vision stack presentation
 
Moving object detection on FPGA
Moving object detection on FPGAMoving object detection on FPGA
Moving object detection on FPGA
 
ANPR FPGA Workshop
ANPR FPGA WorkshopANPR FPGA Workshop
ANPR FPGA Workshop
 
E3MV - Embedded Vision - Sundance
E3MV - Embedded Vision - SundanceE3MV - Embedded Vision - Sundance
E3MV - Embedded Vision - Sundance
 
Sundance HiPEAC 2018 Presentation
Sundance HiPEAC 2018 PresentationSundance HiPEAC 2018 Presentation
Sundance HiPEAC 2018 Presentation
 
Stack PC in PC104 Land
Stack PC in PC104 LandStack PC in PC104 Land
Stack PC in PC104 Land
 
EMC2 Xilinx SDSoC presentation
EMC2 Xilinx SDSoC presentationEMC2 Xilinx SDSoC presentation
EMC2 Xilinx SDSoC presentation
 
Pc 104 series 1 application showcase
Pc 104 series 1 application showcasePc 104 series 1 application showcase
Pc 104 series 1 application showcase
 
Pc 104 express w. virtex 5-2014_5
Pc 104 express w. virtex 5-2014_5Pc 104 express w. virtex 5-2014_5
Pc 104 express w. virtex 5-2014_5
 
DM8168 Dual SuperHD image capture using DaVinci
DM8168 Dual SuperHD image capture using DaVinciDM8168 Dual SuperHD image capture using DaVinci
DM8168 Dual SuperHD image capture using DaVinci
 
Fixed-point Multi-Core DSP Application Examples
Fixed-point Multi-Core DSP Application ExamplesFixed-point Multi-Core DSP Application Examples
Fixed-point Multi-Core DSP Application Examples
 
Fixed-point Multi-Core DSP Platform
Fixed-point Multi-Core DSP PlatformFixed-point Multi-Core DSP Platform
Fixed-point Multi-Core DSP Platform
 
Sundance Profile 2014
Sundance Profile 2014Sundance Profile 2014
Sundance Profile 2014
 

Recently uploaded

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 textsMaria Levchenko
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
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 2024Rafal Los
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
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 productivityPrincipled Technologies
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessPixlogix Infotech
 
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 WorkerThousandEyes
 
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 RobisonAnna Loughnan Colquhoun
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
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 Processorsdebabhi2
 

Recently uploaded (20)

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
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
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
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
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
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
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
 
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
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
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
 

TULIPP at NMI 18-5-17

  • 1. This project has received funding from the European Union’s Horizon 20 20 research and innovation programme under grant agreement No 688403 www.tulipp.eu TULIPP Place : Date : By: Flemming CHRISTENSEN, Sundance, UK Towards Ubiquitous Low-Power Image Processing Platforms
  • 2. 8x Partners – 20+ Engineers – 3 years • Thales : Coordinator & Medical use case • Sundance : Hardware • Hipperos : Operating system • Synective Labs : ADAS use case • Efficient Innovation : Management • Fraunhofer IOSB : UAV use case • Ruhr Universität Bochum : FPGA tools • NTNU : Performance tools
  • 3. How will we do it? WP7: Management, Coordination LABEL : Marketing, Ecosystem and Pre-normalisation WP6: IP protection, Dissemination, Communication, Advisory Board and Exploitation preparation WP1: Reference platform definition (Interfaces & implementation Rules) Instantiations WP2: Hardware WP4: Programming Toolchain WP3: Runtime, API, Libraries & OS feedback WP5 : Usecases description and Integration and platform validation
  • 4. Pick a SoC, please
  • 5. Typical Processing Platform Component tools Operating System Processor Toolchain Reference Platform Memory IO Processor
  • 6. TULIPP pciked Xilinx SoCs • SoC + FPGA SoM • MPSoC + FPGA SoM 40mm x 50 mm – Zynq Z7030 40mm x 50 mm – Zynq ZU5EV
  • 8. Low-Power Image Processing RTOS Needs OS - high reliability, - low power, - hard real-time - high performance This kind of RTOS is not (yet) available today, as current GPOS (e.g. Linux) or RTOS lack one or more of the required features and performance. Specific Image processing Needs - supporting the hardware accelerators - the libraries needed for image processing.
  • 9. STHEM: The TULIPP Tool-chain Status: • Xilinx SDSoC has been extended to support the current platform • Support for HIPPEROS OS is underway Insights: • Significant effort has been invested into the development of vendor tools • STHEM fills the productivity gaps between existing tools Support uTilities for Heterogeneous Embedded image processing (STHEM) •Supports development for all platform components •Map source files of the application to the appropriate tool chain •Retrieve OS configuration from the developer Development and Mapping •Boot OS with selected configuration (if needed due to changed configuration) •Update files (binaries, bitfiles, etc.) •Initialise the reconfigurable logic (if needed) •Start the application with the requested instrumentation Runner •Analyses performance results and presents findings to the developer Analyser
  • 10. Medical imaging use case TDLP RAW IMAGE THALES Processing Unit CI / ICS UI GigE-Vision + Msg THALES Flat panel detector Customer system UI GigE-Vision + Msg CI / ICS Nano Processing Unit Inside the detector Based on SoC’ based Small-Form-Factor board Customer system THALES Flat panel detector Before TULIPP After TULIPP
  • 11. Medical imaging use case • Real-Time X-Ray imaging for surgery • Reduce radiation dose by 75% • Add noise removal processing with critical real-time constraints
  • 13. Unmanned Aerial Vehicle (UAV) use case • Performs real-time stereo depth estimation to do obstacle / collision avoidance (for an UAV), i.e. to detect obstacles in direction of flight • Based on dual cameras
  • 14. Advisory Board and EcoSystem Advisory Board (WP6) Reference Platform (WP1) TULIPP Guide, implementation and demos Ask for review / advise Roles in the project: Provide information about standards Give feedback on the approach Early adopters
  • 16. Holy-grail of TULIPP in Year 2020 www.TULIPP.eu
  • 19. Guidelines Advice: Exploit both vectorization and multithreading for high performance on multicore processors with vector units such as the ARM Cortex A9. On these architectures, utilizing all hardware execution resources is key to achieve high performance [2] [4, 5]. Recommended implementation method: Use OpenMP. OpenMP is a widely supported parallel programming API that enables programmers to express vectorization and multithreading operations concisely using compiler directives. Programmers need not worry about specifying scheduling and synchronization operations in code. These are handled transparently by the OpenMP runtime system. See the official OpenMP examples[6] to understand in more detail about exploiting vectorization and multithreading simultaneously.