LCA13: OpenGL ES3 and You

•

0 likes•850 views

Resource: LCA13 Name: OpenGL ES3 and You Date: 08-03-2013 Speaker: Tom Gall

ASIA 2013 (LCA13)
OpenGL ES3 and You
Tom Gall - tgall
tom_gall@linaro.org

www.linaro.org
ASIA 2013 (LCA13)
!2
Background
Open standard, free to access, free to implement, pay to certify

OpenGL ES, embedded version of Open GL
Includes Open GL SL ES

Khronos maintains standard

!3
Goals
Within OpenGL ES, WebGL, OpenVG, Renderscript where should "we"
be investing time?

!4
GLES3 Recent Events
Version 3 ﬁnalizedAug 2012

Hardware implementations

Binary driver implementations

Mesa implementation in gles3 branch

!5
Mesa Drivers
Soft pipe, swrast, llvmpipe - software rendering, all work on core

Intel ivy bridge HD4000, Sandy Bridge HD3000, Haswell, ValleyView, etc

AMD radeon

NVIDIA nouveau

Lima (Mali) GLES2

Freedreno (Adreno) GLES2

!6
Binary Drivers
Mali T-604 GLES3 submitted

PowerVR G6100 GLES3

Many more to come

!7
X86 activity
Mesa implementation

Piglit tests

Aug 2012, Intel first certification of Mesa 8.0.4 OpenGL ES 2 On Sandy
and Ivy

Feb 2012, Mesa 9.1 Ivy Bridge certified for OpenGL ES 3

Work was in open, "beat" everyone.

!8
Feature Comparison
Old spec 204 pages, new spec 347 pages

Very long delta list

• OpenGL Shading Language ES 3.00
• transform feedback 1 and 2 (with restrictions)
• uniform buffer objects including block arrays
• vertex array objects
• sampler objects
• sync objects and fences
• pixel buffer objects
• buffer subrange mapping
• .... Are you asleep yet?

!9
Who cares?
Game engines

Entertainment software

UI system engineers

What matters is the whole implementation....

!10
Wafﬂe/Piglit
Wafﬂe - an GL abstraction framework

Dynamically decide at run time, API, context, window env

Piglit - OpenGL, OpenGL ES, OpenCL, GLX test framework

6000 tests all total

GLSL tests quite methodical

API not so much

!11
Wafﬂe/Piglit

!12
Wafﬂe/Piglit
Piglit running on Android is a WIP

Piglit on Linux in LAVA is next

!13
Goals
While binary drivers are the rule, collaborate on the test. Piglit.

WebGL?

Invest a little effort in:

Mesa OpenGL ES 3, builds and runs

Piglit OpenGL ES 3 test cases run

!14
Discussion
Opinions?

More Related Content

Viewers also liked

Polsk 4

Polsk 7

Polsk 5

Polsk 6

Polsk 8

Polsk 3

Polsk 2

Polsk 1

The Linux graphics stack is constantly evolving to add support for new hardware. This evolution and new software specifications have forced the X graphical server to be split into several components including a now rotates in the Linux kernel, the Direct Rendering Manager (DRM). A quick presentation of these components and their role will be carried out before looking at new major change in the common code, the NVIDIA Optimus technology. One equipped with Optimus technology laptop has two graphics processing units (GPUs), one from Intel and one from NVIDIA. This technology combines the low power Intel GPU when the machine is not used to the performance of NVIDIA GPUs when the user plays. This technology, however, is a nightmare to manage kernel-side although the final building blocks necessary for its complete management are being finalized. Further explanation of this issue will be made and we’ll see how this new software architecture has added graphics acceleration on embedded processor SoCs like Tegra. The case of open source NVIDIA driver, called “New” will then be studied. This is the graphics driver community as it is developed without the help of NVIDIA and attracted several regular contributors, including myself! We’ll take a quick history of the project before talking about the current developments and issues related to the lack of documentation. The end of this presentation will then be left to the participants so they can ask more general questions about the graphics stack, if they wish. Martin Peres, Laboratoire Bordelais de Recherche en Informatique

Kernel Recipes 2014 - The Linux graphics stack and Nouveau driver

Kernel Recipes 2014 - The Linux graphics stack and Nouveau driver

Kernel Recipes 2014 - The Linux graphics stack and Nouveau driver

OpenMAX Overview

OpenMAX Overview

OpenMAX Overview

Gallium3D - Mesa's New Driver Model

Gallium3D - Mesa's New Driver Model

Gallium3D - Mesa's New Driver Model

Understanding open max il

Understanding open max il

Understanding open max il

Chethan Pchethan

OpenGL 3.2 and More

OpenGL 3.2 and More

OpenGL 3.2 and More

Android Multimedia Framework

Android Multimedia Framework

Android Multimedia Framework

Viewers also liked (14)

Polsk 4

Polsk 7

Polsk 5

Polsk 6

Polsk 8

Polsk 3

Polsk 2

Polsk 1

Kernel Recipes 2014 - The Linux graphics stack and Nouveau driver

Kernel Recipes 2014 - The Linux graphics stack and Nouveau driver

Kernel Recipes 2014 - The Linux graphics stack and Nouveau driver

OpenMAX Overview

OpenMAX Overview

OpenMAX Overview

Gallium3D - Mesa's New Driver Model

Gallium3D - Mesa's New Driver Model

Gallium3D - Mesa's New Driver Model

Understanding open max il

Understanding open max il

Understanding open max il

OpenGL 3.2 and More

OpenGL 3.2 and More

OpenGL 3.2 and More

Android Multimedia Framework

Android Multimedia Framework

Android Multimedia Framework

Similar to LCA13: OpenGL ES3 and You

Regal

Advanced Graphics Workshop - GFX2011

Advanced Graphics Workshop - GFX2011

Advanced Graphics Workshop - GFX2011

Prabindh Sundareson

Minko - Flash Conference #5

Minko - Flash Conference #5

Minko - Flash Conference #5

presented at SIGGRAPH 2014 in Vancouver during NVIDIA's "Best of GTC" sponsored sessions http://www.nvidia.com/object/siggraph2014-best-gtc.html Watch the replay that includes a demo of GPU-accelerated Illustrator and several OpenGL 4 demos running on NVIDIA's Tegra Shield tablet. http://www.ustream.tv/recorded/51255959 Find out more about the OpenGL examples for GameWorks: https://developer.nvidia.com/gameworks-opengl-samples

OpenGL 4.5 Update for NVIDIA GPUs

OpenGL 4.5 Update for NVIDIA GPUs

OpenGL 4.5 Update for NVIDIA GPUs

OpenGL ES Presentation

OpenGL ES Presentation

OpenGL ES Presentation

13th kandroid OpenGL and EGL

13th kandroid OpenGL and EGL

13th kandroid OpenGL and EGL

Nowadays, there is an increasing number of the applications for any modern GNU/Linux distro that need graphics hardware acceleration to run (or to improve performance), not only games but desktops environments, office suites or browsers, among many others. Graphics hardware acceleration requires a suitable driver for the HW present in the system. This talk will cover a brief introduction to the Linux graphics stack, focusing on the Mesa library, an open-source implementation of the OpenGL and Vulkan APIs which supports a variety of GPUs from different manufacturers: AMD, NVIDIA, Intel, Broadcom, etc. The talk will cover topics such as how Mesa development is performed, how to contribute to the project (even as a non-developer) and some details about how it works internally.

[Ubucon Europe 2018] Introduction to mesa, the open-source graphics API imple...

[Ubucon Europe 2018] Introduction to mesa, the open-source graphics API imple...

[Ubucon Europe 2018] Introduction to mesa, the open-source graphics API imple...

Samuel Iglesias Gonsálvez

Introduction to Mesa. The Open-Source Graphics API Implementation Library (Ub...

Introduction to Mesa. The Open-Source Graphics API Implementation Library (Ub...

Introduction to Mesa. The Open-Source Graphics API Implementation Library (Ub...

By Neil Roberts. Users of mobile platforms are expecting more and more complex graphics on their devices. This means that taking advantage of the mobile GPUs efficiently is essential. A large part of this efficiency is dependent on the user-space drivers. Unfortunately being in user-space means that many GPU providers can get away with only providing a closed-source driver which hides a lot of the secrets needed to be efficient. This talk presents a project providing an open-source alternative including support for embedded platforms. Mesa is the standard open-source user-space library providing an implementation of the OpenGL, GLES and Vulkan APIs on Linux platforms. It has drivers for a range of different hardware. This talk will present the project, the user-space graphics stack and the inner workings of Mesa. It will then continue to present the embedded drivers that it supports such as Freedreno for the Adreno platform, Panfrost for Mali Midgard and Bifrost GPUs and the drivers for Broadcom GPUs. (c) Open Source Summit + Embedded Linux Conference Europe 2019 October 28 - 30, 2019 Citi Centre de Congrès de Lyon (Lyon Convention Centre) Lyon, France

Embedded Graphics Drivers in Mesa (ELCE 2019)

Embedded Graphics Drivers in Mesa (ELCE 2019)

Embedded Graphics Drivers in Mesa (ELCE 2019)

PT-4052, Introduction to AMD Developer Tools, by Yaki Tebeka and Gordon Selley

PT-4052, Introduction to AMD Developer Tools, by Yaki Tebeka and Gordon Selley

PT-4052, Introduction to AMD Developer Tools, by Yaki Tebeka and Gordon Selley

AMD Developer Central

Gdc 14 bringing unreal engine 4 to open_gl

Gdc 14 bringing unreal engine 4 to open_gl

Gdc 14 bringing unreal engine 4 to open_gl

Porting the Source Engine to Linux: Valve's Lessons Learned

Porting the Source Engine to Linux: Valve's Lessons Learned

Porting the Source Engine to Linux: Valve's Lessons Learned

Traditionally graphics drivers were one of the last hold-outs of proprietary software in an embedded Linux system. This situation is changing with open-source graphics drivers showing up for almost all of the graphics acceleration peripherals on the market right now. This talk will show how open-source graphics drivers are making embedded systems less special, as well as trying to provide an overview of the Linux graphics stack, de-mystifying what is often seen as black magic GPU stuff from outside observers. Lucas Stach

Embedded Recipes 2019 - Making embedded graphics less special

Embedded Recipes 2019 - Making embedded graphics less special

Embedded Recipes 2019 - Making embedded graphics less special

State of GeoServer 2.10

State of GeoServer 2.10

State of GeoServer 2.10

Open Kode, Airplay And The New Reality Of Write Once Run Anywhere

Open Kode, Airplay And The New Reality Of Write Once Run Anywhere

Open Kode, Airplay And The New Reality Of Write Once Run Anywhere

GPU Programming 360iDev

GPU Programming 360iDev

GPU Programming 360iDev

Esri DevSummit 2011 - Grontmij presentation

Esri DevSummit 2011 - Grontmij presentation

Esri DevSummit 2011 - Grontmij presentation

OpenGL 4 for 2010

OpenGL 4 for 2010

OpenGL 4 for 2010

Android native gl

Android native gl

Android native gl

Miguel Angel Alcalde Velado

Following the release of ClusterControl 1.2.10, we were excited to demonstrate this latest version of the product. Our CTO, Johan Andersson discussed and demonstrated the new ClusterControl DSL, Integrated Developer Studio and Database Advisors, which are some of the cool new features we’ve introduced with ClusterControl 1.2.10. Highlights of ClusterControl 1.2.10 include: * ClusterControl DSL (Domain Specific Language) * Integrated Developer Studio (Developer IDE) * Database Advisors/JS bundle * On-premise Deployment of MySQL / MariaDB Galera Cluster (New implementation) * Detection of long running and deadlocked transactions (Galera) * Detection of most advanced (last committed) node in case of cluster failure (Galera) * Registration of manually added nodes with ClusterControl * Failover and Slave Promotion in MySQL 5.6 Replication setups * General front-end optimizations

Slides: Introducing the new ClusterControl 1.2.10 for MySQL, MongoDB and Post...

Slides: Introducing the new ClusterControl 1.2.10 for MySQL, MongoDB and Post...

Slides: Introducing the new ClusterControl 1.2.10 for MySQL, MongoDB and Post...

Similar to LCA13: OpenGL ES3 and You (20)

Regal

Advanced Graphics Workshop - GFX2011

Advanced Graphics Workshop - GFX2011

Advanced Graphics Workshop - GFX2011

Minko - Flash Conference #5

Minko - Flash Conference #5

Minko - Flash Conference #5

OpenGL 4.5 Update for NVIDIA GPUs

OpenGL 4.5 Update for NVIDIA GPUs

OpenGL 4.5 Update for NVIDIA GPUs

OpenGL ES Presentation

OpenGL ES Presentation

OpenGL ES Presentation

13th kandroid OpenGL and EGL

13th kandroid OpenGL and EGL

13th kandroid OpenGL and EGL

[Ubucon Europe 2018] Introduction to mesa, the open-source graphics API imple...

[Ubucon Europe 2018] Introduction to mesa, the open-source graphics API imple...

[Ubucon Europe 2018] Introduction to mesa, the open-source graphics API imple...

Introduction to Mesa. The Open-Source Graphics API Implementation Library (Ub...

Introduction to Mesa. The Open-Source Graphics API Implementation Library (Ub...

Introduction to Mesa. The Open-Source Graphics API Implementation Library (Ub...

Embedded Graphics Drivers in Mesa (ELCE 2019)

Embedded Graphics Drivers in Mesa (ELCE 2019)

Embedded Graphics Drivers in Mesa (ELCE 2019)

PT-4052, Introduction to AMD Developer Tools, by Yaki Tebeka and Gordon Selley

PT-4052, Introduction to AMD Developer Tools, by Yaki Tebeka and Gordon Selley

PT-4052, Introduction to AMD Developer Tools, by Yaki Tebeka and Gordon Selley

Gdc 14 bringing unreal engine 4 to open_gl

Gdc 14 bringing unreal engine 4 to open_gl

Gdc 14 bringing unreal engine 4 to open_gl

Porting the Source Engine to Linux: Valve's Lessons Learned

Porting the Source Engine to Linux: Valve's Lessons Learned

Porting the Source Engine to Linux: Valve's Lessons Learned

Embedded Recipes 2019 - Making embedded graphics less special

Embedded Recipes 2019 - Making embedded graphics less special

Embedded Recipes 2019 - Making embedded graphics less special

State of GeoServer 2.10

State of GeoServer 2.10

State of GeoServer 2.10

Open Kode, Airplay And The New Reality Of Write Once Run Anywhere

Open Kode, Airplay And The New Reality Of Write Once Run Anywhere

Open Kode, Airplay And The New Reality Of Write Once Run Anywhere

GPU Programming 360iDev

GPU Programming 360iDev

GPU Programming 360iDev

Esri DevSummit 2011 - Grontmij presentation

Esri DevSummit 2011 - Grontmij presentation

Esri DevSummit 2011 - Grontmij presentation

OpenGL 4 for 2010

OpenGL 4 for 2010

OpenGL 4 for 2010

Android native gl

Android native gl

Android native gl

Slides: Introducing the new ClusterControl 1.2.10 for MySQL, MongoDB and Post...

Slides: Introducing the new ClusterControl 1.2.10 for MySQL, MongoDB and Post...

Slides: Introducing the new ClusterControl 1.2.10 for MySQL, MongoDB and Post...

More from Linaro

Short The growing amount of data captured by sensors and the real time constraints imply that not only big data analytics but also Machine Learning (ML) inference shall be executed at the edge. The multiple options for neural network acceleration in Arm-based platforms provide an unprecedented opportunity for new intelligent devices. It also raises the risk of fragmentation and duplication of efforts when multiple frameworks shall support multiple accelerators. Andrea Gallo, Linaro VP of Segment Groups, will summarise the existing NN frameworks, accelerator solutions, and will describe the efforts underway in the Arm ecosystem. Abstract The dramatically growing amount of data captured by sensors and the ever more stringent requirements for latency and real time constraints are paving the way for edge computing, and this implies that not only big data analytics but also Machine Learning (ML) inference shall be executed at the edge. The multiple options for neural network acceleration in recent Arm-based platforms provides an unprecedented opportunity for new intelligent devices with ML inference. It also raises the risk of fragmentation and duplication of efforts when multiple frameworks shall support multiple accelerators. Andrea Gallo, Linaro VP of Segment Groups, will summarise the existing NN frameworks, model description formats, accelerator solutions, low cost development boards and will describe the efforts underway to identify the best technologies to improve the consolidation and enable the competitive innovative advantage from all vendors. Audience The session will be useful for executives to engineers. Executives will gain a deeper understanding of the issues and opportunities. Engineers at NN acceleration IP design houses will take away ideas for how to collaborate in the open source community on their area of expertise, how to evaluate the performance and accelerate multiple NN frameworks without modifying them for each new IP, whether it be targeting edge computing gateways, smart devices or simple microcontrollers. Benefits to the Ecosystem The AI deep learning neural network ecosystem is starting just now and it has similar implications with open source as GPU and video accelerators had in the early days with user space drivers, binary blobs, proprietary APIs and all possible ways to protect their IPs. The session will outline a proposal for a collaborative ecosystem effort to create a common framework to manage multiple NN accelerators while at the same time avoiding to modify deep learning frameworks with multiple forks.

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Talk Title: Huawei’s requirements for the ARM based HPC solution readiness Talk Abstract: A high level review of a wide range of requirements to architect an ARM based competitive HPC solution is provided. The review combines both Industry and Huawei’s unique views with the intend to communicate openly not only the alignment and support in ongoing efforts carried over by other ARM key players but to brief on the areas of differentiation that Huawei is investing towards the research, development and deployment of homegrown ARM based HPC solution(s). Speaker: Joshua Mora Speaker Bio: 20 years of experience in research and development of both software and hardware for high performance computing. Currently leading the architecture definition and development of ARM based HPC solutions, both hardware and software, all the way to the applications (ie. turnkey HPC solutions for different compute intensive markets where ARM will succeed !!).

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

“Delivering a well working distribution is hard. There are a lot of different hardware platforms that need to be verified and the software stack is in a big flux during development phases. In rolling releases, this gets even worse, as nothing ever stands still. The only sane answer to that problem are working Continuous Integration tests. The SUSE way to check whether any change breaks normal distribution behavior is OpenQA. Using OpenQA we can automatically run tests that hard working QA people did manually in the old days. That way we have fast enough turnaround times to find and reject breaking changes This session shows how OpenQA works, what pitfalls we had to make ARM work with OpenQA and what we’re doing to improve it for ARM specific use cases.”

Bud17 113: distribution ci using qemu and open qa

Bud17 113: distribution ci using qemu and open qa

Bud17 113: distribution ci using qemu and open qa

Speaker: Renato Golin Speaker Bio: He started programming in the late 80's in C for PCs after a few years playing with 8-bit computers, but he only started programming professionally in the late 90's during the .com bubble. After many years working on Internet's back-end, he moved to UK and worked a few years on bioinformatics at EBI before joining ARM, where he worked on the DS-5 debugger and on the EDG-to-LLVM bridge, where he became the LLVM Tech Lead. Recently, he worked with large clusters and big data at HPCC before moving to Linaro. Talk Title: OpenHPC Automation with Ansible Talk Abstract: "In order to test OpenHPC packages and components and to use it as a platform to benchmark HPC applications, Linaro is developing an automated deployment strategy, using Ansible, Mr-Provisioner and Jenkins, to install the OS, OpenHPC and prepare the environment on varied architectures (Arm, x86). This work is meant to replace the existing ageing Bash-based recipes upstream while still keeping the documents intact. Our aim is to make it easier to vary hardware configuration, allow for different provisioning techniques and mix internal infrastructure logic to different labs, while still using the same recipes. We hope this will help more people use OpenHPC with a better out-of-the-box experience and with more robust results"

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

Speaker: Pavel Shamis Company: Arm Speaker Bio: "Pavel is a Principal Research Engineer at ARM with over 16 years of experience in development HPC solutions. His work is focused on co-design software and hardware building blocks for high-performance interconnect technologies, development communication middleware and novel programming models. Prior to joining ARM, he spent five years at Oak Ridge National Laboratory (ORNL) as a research scientist at Computer Science and Math Division (CSMD). In this role, Pavel was responsible for research and development multiple projects in high-performance communication domain including: Collective Communication Offload (CORE-Direct & Cheetah), OpenSHMEM, and OpenUCX. Before joining ORNL, Pavel spent ten years at Mellanox Technologies, where he led Mellanox HPC team and was one of the key driver in enablement Mellanox HPC software stack, including OFA software stack, OpenMPI, MVAPICH, OpenSHMEM, and other. Pavel is a recipient of prestigious R&D100 award for his contribution in development of the CORE-Direct collective offload technology and he published in excess of 20 research papers. " Talk Title: HPC network stack on ARM Talk Abstract: Applications, programming languages, and libraries that leverage sophisticated network hardware capabilities have a natural advantage when used in today¹s and tomorrow's high-performance and data center computer environments. Modern RDMA based network interconnects provides incredibly rich functionality (RDMA, Atomics, OS-bypass, etc.) that enable low-latency and high-bandwidth communication services. The functionality is supported by a variety of interconnect technologies such as InfiniBand, RoCE, iWARP, Intel OPA, Cray¹s Aries/Gemini, and others. Over the last decade, the HPC community has developed variety user/kernel level protocols and libraries that enable a variety of high-performance applications over RDMA interconnects including MPI, SHMEM, UPC, etc. With the emerging availability HPC solutions based on ARM CPU architecture it is important to understand how ARM integrates with the RDMA hardware and HPC network software stack. In this talk, we will overview ARM architecture and system software stack, including MPI runtimes, OpenSHMEM, and OpenUCX.

HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

Speaker: Jay Kruemcke Speaker Company: SUSE Bio: "Jay is responsible for the SUSE Linux server products for High Performance Computing, 64-bit ARM systems, and SUSE Linux for IBM Power servers. Jay has built an extensive career in product management including using social media for client collaboration, product positioning, driving future product directions, and evangelizing the capabilities and future directions for dozens of enterprise products. " Talk Title: It just keeps getting better - SUSE enablement for Arm Talk Abstract: SUSE has been delivering commercial Linux support for Arm based servers since 2016. Initially the focus was on high end servers for HPC and Ceph based software defined storage. But we have enabled a number of other Arm SoCs and are even supporting the Raspberry Pi. This session will cover the SUSE products that are available for the Arm platform and view to the future.

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

Speakers: Gilad Shainer and Scot Schultz Company: Mellanox Technologies Talk Title: Intelligent Interconnect Architecture to Enable Next Generation HPC Talk Abstract: The latest revolution in HPC interconnect architecture is the development of In-Network Computing, a technology that enables handling and accelerating application workloads at the network level. By placing data-related algorithms on an intelligent network, we can overcome the new performance bottlenecks and improve the data center and applications performance. The combination of In-Network Computing and ARM based processors offer a rich set of capabilities and opportunities to build the next generation of HPC platforms. Gilad Shainer Bio: Gilad Shainer has served as Mellanox's vice president of marketing since March 2013. Previously, Mr. Shainer was Mellanox's vice president of marketing development from March 2012 to March 2013. Mr. Shainer joined Mellanox in 2001 as a design engineer and later served in senior marketing management roles between July 2005 and February 2012. Mr. Shainer holds several patents in the field of high-speed networking and contributed to the PCI-SIG PCI-X and PCIe specifications. Gilad Shainer holds a MSc degree (2001, Cum Laude) and a BSc degree (1998, Cum Laude) in Electrical Engineering from the Technion Institute of Technology in Israel. Scot Schultz Bio: Scot Schultz is a HPC technology specialist with broad knowledge in operating systems, high speed interconnects and processor technologies. Joining the Mellanox team in 2013, Schultz is 30-year veteran of the computing industry. Prior to joining Mellanox, he spent the past 17 years at AMD in various engineering and leadership roles in the area of high performance computing. Scot has also been instrumental with the growth and development of various industry organizations including the Open Fabrics Alliance, and continues to serve as a founding board-member of the OpenPOWER Foundation and Director of Educational Outreach and founding member of the HPC-AI Advisory Council.

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 ...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Santa Clara 2018 Bio: "Yutaka Ishikawa is the project leader of developing the post K supercomputer. From 1987 to 2001, he was a member of AIST (former Electrotechnical Laboratory), METI. From 1993 to 2001, he was the chief of Parallel and Distributed System Software Laboratory at Real World Computing Partnership. He led development of cluster system software called SCore, which was used in several large PC cluster systems around 2004. From 2002 to 2014, he was a professor at the University Tokyo. He led a project to design a commodity-based supercomputer called T2K open supercomputer. As a result, three universities, Tsukuba, Tokyo, and Kyoto, obtained each supercomputer based on the specification in 2008. He was also involved with the design of the Oakleaf-PACS, the successor of T2K supercomputer in both Tsukuba and Tokyo, whose peak performance is 25PF." Session Title: Post-K and Arm HPC Ecosystem Session Description: "Post-K, a flagship supercomputer in Japan, is being developed by Riken and Fujitsu. It will be the first supercomputer with Armv8-A+SVE. This talk will give an overview of Post-K and how RIKEN and Fujitsu are currently working on software stack for an Arm architecture."

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Event: Arm Architecture HPC Workshop by Linaro and HiSilicon Location: Santa Clara, CA Speaker: Andrew J Younge Talk Title: Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Supercomputing Talk Desc: The Vanguard program looks to expand the potential technology choices for leadership-class High Performance Computing (HPC) platforms, not only for the National Nuclear Security Administration (NNSA) but for the Department of Energy (DOE) and wider HPC community. Specifically, there is a need to expand the supercomputing ecosystem by investing and developing emerging, yet-to-be-proven technologies and address both hardware and software challenges together, as well as to prove-out the viability of such novel platforms for production HPC workloads. The first deployment of the Vanguard program will be Astra, a prototype Petascale Arm supercomputer to be sited at Sandia National Laboratories during 2018. This talk will focus on the arthictecural details of Astra and the significant investments being made towards the maturing the Arm software ecosystem. Furthermore, we will share initial performance results based on our pre-general availability testbed system and outline several planned research activities for the machine. Bio: Andrew Younge is a R&D Computer Scientist at Sandia National Laboratories with the Scalable System Software group. His research interests include Cloud Computing, Virtualization, Distributed Systems, and energy efficient computing. Andrew has a Ph.D in Computer Science from Indiana University, where he was the Persistent Systems fellow and a member of the FutureGrid project, an NSF-funded experimental cyberinfrastructure test-bed. Over the years, Andrew has held visiting positions at the MITRE Corporation, the University of Southern California / Information Sciences Institute, and the University of Maryland, College Park. He received his Bachelors and Masters of Science from the Computer Science Department at Rochester Institute of Technology (RIT) in 2008 and 2010, respectively.

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

Session ID: HKG18-501 Session Name: HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline Speaker: Chris Redpath Track: Mobile, Kernel ★ Session Summary ★ This session will introduce the changes to EAS planned for 4.14 kernel, and how Arm hopes that EAS will develop in future. EAS has already evolved from an Arm/Linaro joint project to involving a much wider community of SoC vendors, Google and interested device manufacturers. We will highlight the product-specific pieces remaining in the Android Common Kernel EAS implementation, and our plans to provide an upstreaming plan for each product feature. In particular, the new 'simplified energy model' is designed to provide mainline-friendliness and comparable performance using a simple DT expression of cpu power/performance. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-501/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-501.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-501.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Mobile, Kernel 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

Session ID: HKG18-100K1 Session Name: HKG18-100K1 - George Grey: Opening Keynote Speaker: George Grey Track: Keynote ★ Session Summary ★ --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-100k1/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-100k1.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-100k1.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Keynote 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

"Session ID: HKG18-318 Session Name: HKG18-318 - OpenAMP Workshop Speaker: Wendy Liang Track: Ecosystem Day ★ Session Summary ★ --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-318/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-318.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-318.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

"Session ID: HKG18-501 Session Name: HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline Speaker: Chris Redpath Track: Mobile, Kernel ★ Session Summary ★ This session will introduce the changes to EAS planned for 4.14 kernel, and how Arm hopes that EAS will develop in future. EAS has already evolved from an Arm/Linaro joint project to involving a much wider community of SoC vendors, Google and interested device manufacturers. We will highlight the product-specific pieces remaining in the Android Common Kernel EAS implementation, and our plans to provide an upstreaming plan for each product feature. In particular, the new 'simplified energy model' is designed to provide mainline-friendliness and comparable performance using a simple DT expression of cpu power/performance. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-501/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-501.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-501.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Mobile, Kernel 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

"Session ID: HKG18-315 Session Name: HKG18-315 - Why the ecosystem is a wonderful thing warts and all Speaker: Andrew Wafaa Track: Ecosystem Day ★ Session Summary ★ The Arm ecosystem is a vibrant place, but it's not always smooth sailing. This presentation will go through the highs and lows of getting the ecosystem fully Arm enabled. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-315/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-315.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-315.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

"Session ID: HKG18-115 Session Name: HKG18-115 - Partitioning ARM Systems with the Jailhouse Hypervisor Speaker: Jan Kiszka Track: Security ★ Session Summary ★ The open source hypervisor Jailhouse provides hard partitioning of multicore systems to co-locate multiple Linux or RTOS instances side by side. It aims at low complexity and minimal footprint to achieve deterministic behavior and enable certifications according to safety or security standards. In this session, we would like to look at the ARM-specific status of Jailhouse and discuss applications, to-dos and possible collaborations around it with the ARM community. The session is intended to be half presentation, half Q&A / discussion. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-115/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-115.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-115.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Security 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

"Session ID: HKG18-TR08 Session Name: HKG18-TR08 - Upstreaming SVE in QEMU Speaker: Alex Bennée,Richard Henderson Track: Enterprise ★ Session Summary ★ ARM's Scalable Vector Extensions is an innovative solution to processing highly data parallel workloads. While several out-of-tree attempts at implementing SVE support for QEMU existed, we took a fundamentally different approach to solving key challenges and therefore pursued a from-scratch QEMU SVE implementation in Linaro. Our strategic choice was driven by several factors. First as an ""upstream first"" organisation we were focused on a solution that would be readily accepted by the upstream project. This entailed doing our development in the open on the project mailing lists where early feedback and community consensus can be reached. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-tr08/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-tr08.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-tr08.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Enterprise 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

"Session ID: HKG18-113 Session Name: HKG18-113 - Secure Data Path work with i.MX8M Speaker: Cyrille Fleury Track: Digital Home ★ Session Summary ★ NXP presentation on Secure Data Path work with i.MX8M Soc. Demonstrate 4K PlayReady playback with Android 8.1 running on i.MX8M. Focus on security (MS SL3000 and Widevine level 1) --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-113/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-113.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-113.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Digital Home 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

"Session ID: HKG18-120 Session Name: HKG18-120 - Structured Documentation and Validation for Device Tree Speaker: Grant Likely Track: Kernel ★ Session Summary ★ Devicetree has become the dominant hardware configuration language used when building embedded systems. Projects using Devicetree now include Linux, U-Boot, Android, FreeBSD, and Zephyr. However, it is notoriously difficult to write correct Devicetree data files. The dtc tools perform limited tests for valid data, and there there is not yet a way to add validity test for specific hardware descriptions. Neither is there a good way to document requirements for specific bindings. Work is underway to solve these problems. This session will present a proposal for adding Devicetree schema files to the Devicetree toolchain that can be used to both validate data and produce usable documentation. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-120/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-120.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-120.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Kernel 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

"Session ID: HKG18-223 Session Name: HKG18-223 - Trusted Firmware M : Trusted Boot Speaker: Tamas Ban Track: LITE ★ Session Summary ★ An overview of the trusted boot concept and firmware update on the ARMv8-M based platform and how MCUBoot acts as a BL2 bootloader for TF-M. Trusted Firmware M In October 2017, Arm announced the vision of Platform Security Architecture (PSA) - a common framework to allow everyone in the IoT ecosystem to move forward with stronger, scalable security and greater confidence. There are three key stages to the Platform Security Architecture: Analysis, Architecture and Implementation which are described at https://developer.arm.com/products/architecture/platform-security-architecture. _Trusted Firmware M, i.e. TF-M, is the Arm project to provide an open source reference implementation firmware that will conform to the PSA specification for M-Class devices. Early access to TF-M was released in December 2017 and it is being made public during Linaro Connect. The implementation should be considered a prototype until the PSA specifications reach release state and the code aligns._ --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-223/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-223.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-223.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: LITE 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

More from Linaro (20)

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

Bud17 113: distribution ci using qemu and open qa

Bud17 113: distribution ci using qemu and open qa

Bud17 113: distribution ci using qemu and open qa

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

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 ...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

Recently uploaded

Corporate and higher education. Two industries that, in the past, have had a clear divide with very little crossover. The difference in goals, learning styles and objectives paved the way for differing learning technologies platforms to evolve. Now, those stark lines are blurring as both sides are discovering they have content that’s relevant to the other. Join Tammy Rutherford as she walks through the pros and cons of corporate and higher ed collaborating. And the challenges of these different technology platforms working together for a brighter future.

Corporate and higher education May webinar.pptx

Corporate and higher education May webinar.pptx

Corporate and higher education May webinar.pptx

Rustici Software

FWD Group - Insurer Innovation Award 2024

FWD Group - Insurer Innovation Award 2024

FWD Group - Insurer Innovation Award 2024

The Digital Insurer

Retrieval augmented generation (RAG) is the most popular style of large language model application to emerge from 2023. The most basic style of RAG works by vectorizing your data and injecting it into a vector database like Milvus for retrieval to augment the text output generated by an LLM. This is just the beginning. One of the ways that we can extend RAG, and extend AI, is through multilingual use cases. Typical RAG is done in English using embedding models that are trained in English. In this talk, we’ll explore how RAG could work in languages other than English. We’ll explore French, Chinese, and Polish.

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AWS Community Day CPH - Three problems of Terraform

AWS Community Day CPH - Three problems of Terraform

AWS Community Day CPH - Three problems of Terraform

Andrey Devyatkin

JohnPollard-hybrid-app-RailsConf2024.pptx

JohnPollard-hybrid-app-RailsConf2024.pptx

JohnPollard-hybrid-app-RailsConf2024.pptx

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

When you’re building (micro)services, you have lots of framework options. Spring Boot is no doubt a popular choice. But there’s more! Take Quarkus, a framework that’s considered the rising star for Kubernetes-native Java. It always depends on what's best for your situation, but how to choose the best solution if you're comparing 2 frameworks? Both Spring Boot and Quarkus have their positives and negatives. Let us compare the two by live coding a couple of common use cases in Spring Boot and Quarkus. After this talk, you’ll be ready to get started with Quarkus yourself, and know when to select Quarkus or Spring Boot.

Spring Boot vs Quarkus the ultimate battle - DevoxxUK

Spring Boot vs Quarkus the ultimate battle - DevoxxUK

Spring Boot vs Quarkus the ultimate battle - DevoxxUK

The presentation was made in “Web3 Fusion: Embracing AI and Beyond” is more than a conference; it's a journey into the heart of digital transformation. The conference a provided a platform where the future of technology meets practical application. This three-day hybrid event, set in the heart of innovation, served as a gateway to the latest trends and transformative discussions in AI, Blockchain, IoT, AR/VR, and their collective impact on the information space.

AI in Action: Real World Use Cases by Anitaraj

AI in Action: Real World Use Cases by Anitaraj

AI in Action: Real World Use Cases by Anitaraj

Strategies for Landing an Oracle DBA Job as a Fresher

Strategies for Landing an Oracle DBA Job as a Fresher

Strategies for Landing an Oracle DBA Job as a Fresher

Remote DBA Services

Introduction to use of FHIR Documents in ABDM

Introduction to use of FHIR Documents in ABDM

Introduction to use of FHIR Documents in ABDM

💥 You’re lucky! We’ve found two different (lead) developers that are willing to share their valuable lessons learned about using UiPath Document Understanding! Based on recent implementations in appealing use cases at Partou and SPIE. Don’t expect fancy videos or slide decks, but real and practical experiences that will help you with your own implementations. 📕 Topics that will be addressed: • Training the ML-model by humans: do or don't? • Rule-based versus AI extractors • Tips for finding use cases • How to start 👨‍🏫👨‍💻 Speakers: o Dion Morskieft, RPA Product Owner @Partou o Jack Klein-Schiphorst, Automation Developer @Tacstone Technology

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

UiPathCommunity

The value of a flexible API Management solution for Open Banking Steve Melan, Manager for IT Innovation and Architecture - State's and Saving's Bank of Luxembourg Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

ICT role in 21st century education and its challenges

ICT role in 21st century education and its challenges

ICT role in 21st century education and its challenges

rafiqahmad00786416

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

Passkeys: Developing APIs to enable passwordless authentication Cody Salas, Sr Developer Advocate | Solutions Architect - Yubico Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Keynote 2: APIs in 2030: The Risk of Technological Sleepwalk Paolo Malinverno, Growth Advisor - The Business of Technology Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Six Myths about Ontologies: The Basics of Formal Ontology

Six Myths about Ontologies: The Basics of Formal Ontology

Six Myths about Ontologies: The Basics of Formal Ontology

johnbeverley2021

CNIC Information System with Pakdata Cf In Pakistan

CNIC Information System with Pakdata Cf In Pakistan

CNIC Information System with Pakdata Cf In Pakistan

Exploring Multimodal Embeddings with Milvus

Exploring Multimodal Embeddings with Milvus

Exploring Multimodal Embeddings with Milvus

Recently uploaded (20)

Corporate and higher education May webinar.pptx

Corporate and higher education May webinar.pptx

Corporate and higher education May webinar.pptx

FWD Group - Insurer Innovation Award 2024

FWD Group - Insurer Innovation Award 2024

FWD Group - Insurer Innovation Award 2024

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)

AWS Community Day CPH - Three problems of Terraform

AWS Community Day CPH - Three problems of Terraform

AWS Community Day CPH - Three problems of Terraform

JohnPollard-hybrid-app-RailsConf2024.pptx

JohnPollard-hybrid-app-RailsConf2024.pptx

JohnPollard-hybrid-app-RailsConf2024.pptx

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

Spring Boot vs Quarkus the ultimate battle - DevoxxUK

Spring Boot vs Quarkus the ultimate battle - DevoxxUK

Spring Boot vs Quarkus the ultimate battle - DevoxxUK

AI in Action: Real World Use Cases by Anitaraj

AI in Action: Real World Use Cases by Anitaraj

AI in Action: Real World Use Cases by Anitaraj

Strategies for Landing an Oracle DBA Job as a Fresher

Strategies for Landing an Oracle DBA Job as a Fresher

Strategies for Landing an Oracle DBA Job as a Fresher

Introduction to use of FHIR Documents in ABDM

Introduction to use of FHIR Documents in ABDM

Introduction to use of FHIR Documents in ABDM

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

ICT role in 21st century education and its challenges

ICT role in 21st century education and its challenges

ICT role in 21st century education and its challenges

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Six Myths about Ontologies: The Basics of Formal Ontology

Six Myths about Ontologies: The Basics of Formal Ontology

Six Myths about Ontologies: The Basics of Formal Ontology

CNIC Information System with Pakdata Cf In Pakistan

CNIC Information System with Pakdata Cf In Pakistan

CNIC Information System with Pakdata Cf In Pakistan

Exploring Multimodal Embeddings with Milvus

Exploring Multimodal Embeddings with Milvus

Exploring Multimodal Embeddings with Milvus

LCA13: OpenGL ES3 and You

1. ASIA 2013 (LCA13) OpenGL ES3 and You Tom Gall - tgall tom_gall@linaro.org

2. www.linaro.org ASIA 2013 (LCA13) !2 Background Open standard, free to access, free to implement, pay to certify OpenGL ES, embedded version of Open GL Includes Open GL SL ES Khronos maintains standard

3. !3 Goals Within OpenGL ES, WebGL, OpenVG, Renderscript where should "we" be investing time?

4. !4 GLES3 Recent Events Version 3 ﬁnalizedAug 2012 Hardware implementations Binary driver implementations Mesa implementation in gles3 branch

5. !5 Mesa Drivers Soft pipe, swrast, llvmpipe - software rendering, all work on core Intel ivy bridge HD4000, Sandy Bridge HD3000, Haswell, ValleyView, etc AMD radeon NVIDIA nouveau Lima (Mali) GLES2 Freedreno (Adreno) GLES2

6. !6 Binary Drivers Mali T-604 GLES3 submitted PowerVR G6100 GLES3 Many more to come

7. !7 X86 activity Mesa implementation Piglit tests Aug 2012, Intel first certification of Mesa 8.0.4 OpenGL ES 2 On Sandy and Ivy Feb 2012, Mesa 9.1 Ivy Bridge certified for OpenGL ES 3 Work was in open, "beat" everyone.

8. !8 Feature Comparison Old spec 204 pages, new spec 347 pages Very long delta list • OpenGL Shading Language ES 3.00 • transform feedback 1 and 2 (with restrictions) • uniform buffer objects including block arrays • vertex array objects • sampler objects • sync objects and fences • pixel buffer objects • buffer subrange mapping • .... Are you asleep yet?

9. !9 Who cares? Game engines Entertainment software UI system engineers What matters is the whole implementation....

10. !10 Wafﬂe/Piglit Wafﬂe - an GL abstraction framework Dynamically decide at run time, API, context, window env Piglit - OpenGL, OpenGL ES, OpenCL, GLX test framework 6000 tests all total GLSL tests quite methodical API not so much

11. !11 Wafﬂe/Piglit

12. !12 Wafﬂe/Piglit Piglit running on Android is a WIP Piglit on Linux in LAVA is next

13. !13 Goals While binary drivers are the rule, collaborate on the test. Piglit. WebGL? Invest a little effort in: Mesa OpenGL ES 3, builds and runs Piglit OpenGL ES 3 test cases run

14. !14 Discussion Opinions?